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@@ -1 +0,0 @@
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index 39ba80427e02c0cb63130dd2631b0f99bc5d4260..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_003/trial.json
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@@ -1 +0,0 @@
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-{"trial_id": "004", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5410877466201782], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.49522486329078674], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22872427105903625], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09123977273702621], "step": 1}]}}}, "score": 0.22872427105903625, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_005/trial.json b/backend/app/Experiment_1/trial_005/trial.json
deleted file mode 100644
index 2aa0d6d5f31a09aaccb27c0ed9527049c16c1936..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_005/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "005", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1231027841567993], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.039733409881592], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.45707371830940247], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2727295458316803], "step": 1}]}}}, "score": 0.45707371830940247, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_006/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_006/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_006/trial.json b/backend/app/Experiment_1/trial_006/trial.json
deleted file mode 100644
index 6f891a0e63dd2f4b5f309f78ec443a364b2c7547..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_006/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "006", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3915053904056549], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.25187522172927856], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.32892245054244995], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1983186900615692], "step": 1}]}}}, "score": 0.32892245054244995, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_007/trial.json b/backend/app/Experiment_1/trial_007/trial.json
deleted file mode 100644
index c92b475a6537eba6695c999c3fe8ed141c6f2d57..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_007/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "007", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7028699517250061], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8032782673835754], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5639197826385498], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4773784875869751], "step": 1}]}}}, "score": 0.5639197826385498, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_008/trial.json b/backend/app/Experiment_1/trial_008/trial.json
deleted file mode 100644
index 2be4ec0b3c664e94c79fe0602b987c19e4799752..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_008/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "008", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4278375506401062], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2904743254184723], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4069707989692688], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.26530584692955017], "step": 1}]}}}, "score": 0.4069707989692688, "best_step": 1, "status": "COMPLETED", "message": null}
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deleted file mode 100644
index e19b7303e71c8019f648dcafef9b8a7db679f745..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_009/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "009", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3472566604614258], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.2399511337280273], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.41303205490112305], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2841043472290039], "step": 0}]}}}, "score": 0.41303205490112305, "best_step": 0, "status": "COMPLETED", "message": null}
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deleted file mode 100644
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--- a/backend/app/Experiment_1/trial_010/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "010", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.19187696278095245], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.06902094185352325], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14983928203582764], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.044995348900556564], "step": 1}]}}}, "score": 0.14983928203582764, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_011/trial.json b/backend/app/Experiment_1/trial_011/trial.json
deleted file mode 100644
index adcf7e438260d1402e4d4e8970bb952cd5ae1183..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_011/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "011", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1402931213378906], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.1465165615081787], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3018077611923218], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1365400105714798], "step": 0}]}}}, "score": 0.3018077611923218, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_012/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_012/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_012/trial.json b/backend/app/Experiment_1/trial_012/trial.json
deleted file mode 100644
index ed6571628b1cf7c92beda0b96554f9a0341614a4..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_012/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "012", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.120043158531189], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.247650623321533], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6115991473197937], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5483412146568298], "step": 1}]}}}, "score": 0.6115991473197937, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_013/trial.json b/backend/app/Experiment_1/trial_013/trial.json
deleted file mode 100644
index 4d75dcc03fee4d40d15c3408faed3bacda88bd80..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_013/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "013", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.14984510838985443], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04923224449157715], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.12736232578754425], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.039500098675489426], "step": 1}]}}}, "score": 0.12736232578754425, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_014/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_014/checkpoint.data-00000-of-00001
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index b5d5f7e7fdae528ff189f14baab0483a04d8f78c..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_014/trial.json b/backend/app/Experiment_1/trial_014/trial.json
deleted file mode 100644
index be639545ea663a01060c35b22831c5ae165fc2e9..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_014/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "014", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.31426331400871277], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.1629558503627777], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17464815080165863], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.056344375014305115], "step": 1}]}}}, "score": 0.17464815080165863, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_015/trial.json b/backend/app/Experiment_1/trial_015/trial.json
deleted file mode 100644
index 7b4bfabadb860d0b7e511c54b66c1195e89bb7f3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_015/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "015", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0149410963058472], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.7510493993759155], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4095361530780792], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2845265567302704], "step": 0}]}}}, "score": 0.4095361530780792, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_016/trial.json b/backend/app/Experiment_1/trial_016/trial.json
deleted file mode 100644
index ad96deb87641d9cd16e6e43388ba523d5e229563..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_016/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "016", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7578689455986023], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9337389469146729], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.24900108575820923], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11061006039381027], "step": 1}]}}}, "score": 0.24900108575820923, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_017/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_017/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_017/trial.json b/backend/app/Experiment_1/trial_017/trial.json
deleted file mode 100644
index c8e66276302886ecc1e08e93c4735ed4465864b7..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_017/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "017", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5487102270126343], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7323687076568604], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.26132458448410034], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12140664458274841], "step": 0}]}}}, "score": 0.26132458448410034, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_018/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_018/checkpoint.data-00000-of-00001
deleted file mode 100644
index 22dd0d154f92800c4932d953d0596c6b27095970..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_018/checkpoint.index b/backend/app/Experiment_1/trial_018/checkpoint.index
deleted file mode 100644
index d44106b99857be7f4308ea63d3d031d66b7eae71..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_018/trial.json b/backend/app/Experiment_1/trial_018/trial.json
deleted file mode 100644
index 41d79d8ec0e75a7d08930ae613fa3471c47dddd8..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_018/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "018", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1897703856229782], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07527795433998108], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14124582707881927], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04480674862861633], "step": 0}]}}}, "score": 0.14124582707881927, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_019/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_019/checkpoint.data-00000-of-00001
deleted file mode 100644
index 546b1a000d670d3c461d9e879ba2a9c6a24cc4f4..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_019/checkpoint.index b/backend/app/Experiment_1/trial_019/checkpoint.index
deleted file mode 100644
index 7ffdaaab42b438eb50b346bf0f0b6d6268c3e9e7..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_019/trial.json b/backend/app/Experiment_1/trial_019/trial.json
deleted file mode 100644
index 773b5fb3d99c0c28be7e1f1d8c4ba3fb0682a4c9..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_019/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "019", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.23753653466701508], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.10522069036960602], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17403146624565125], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06133764609694481], "step": 1}]}}}, "score": 0.17403146624565125, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_020/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_020/checkpoint.data-00000-of-00001
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index 92690cc59bec821d2898df2315b0a0bb8fbb4078..0000000000000000000000000000000000000000
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index 988f64a7a1f1b0241539d1cfa223a65647223610..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_020/trial.json b/backend/app/Experiment_1/trial_020/trial.json
deleted file mode 100644
index 1d72a92cbf70c410b51a828e6ad5b4e523616df5..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_020/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "020", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.35193338990211487], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.21093198657035828], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3040830194950104], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.17756329476833344], "step": 1}]}}}, "score": 0.3040830194950104, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_021/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_021/checkpoint.data-00000-of-00001
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index fa32a18ce2509c55b5860059cbb926a37ce6f003..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_021/trial.json b/backend/app/Experiment_1/trial_021/trial.json
deleted file mode 100644
index e41bc2eb2999a6344f4db58748ac9e7b39bd4526..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_021/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "021", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4525880515575409], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3916301429271698], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.24989841878414154], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12613916397094727], "step": 1}]}}}, "score": 0.24989841878414154, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_022/trial.json b/backend/app/Experiment_1/trial_022/trial.json
deleted file mode 100644
index 5947a459634b56fbeeb8f955e548d7dd2107ca5d..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_022/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "022", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.22234810888767242], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3635854125022888], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1598404347896576], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05570545420050621], "step": 0}]}}}, "score": 0.1598404347896576, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_023/trial.json b/backend/app/Experiment_1/trial_023/trial.json
deleted file mode 100644
index 6d52ee5726fbb78adae26ac0795805b88ab84b1d..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_023/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "023", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5979234576225281], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6144341826438904], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.19543051719665527], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07321619242429733], "step": 1}]}}}, "score": 0.19543051719665527, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_024/trial.json b/backend/app/Experiment_1/trial_024/trial.json
deleted file mode 100644
index 051cde857d0d9140b0d6fd4cac1b78dd882bab54..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_024/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "024", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1622655689716339], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05704042315483093], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15390996634960175], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05212489888072014], "step": 1}]}}}, "score": 0.15390996634960175, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_025/trial.json b/backend/app/Experiment_1/trial_025/trial.json
deleted file mode 100644
index 206841e12188fcb6006f0d11b8af86378336b34e..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_025/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "025", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5129732489585876], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.39831656217575073], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3972787857055664], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2343226820230484], "step": 1}]}}}, "score": 0.3972787857055664, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_026/trial.json b/backend/app/Experiment_1/trial_026/trial.json
deleted file mode 100644
index c6ffb799a4c1bfcbb3d8436479f274788cebbd38..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_026/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "026", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2962626814842224], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.16396300494670868], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2588122487068176], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.13772565126419067], "step": 1}]}}}, "score": 0.2588122487068176, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_027/trial.json b/backend/app/Experiment_1/trial_027/trial.json
deleted file mode 100644
index ef3d6b15538fd0a8f5e91526b18273abd039d4f8..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_027/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "027", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4425197243690491], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3168433904647827], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.24721211194992065], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11831337958574295], "step": 1}]}}}, "score": 0.24721211194992065, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_028/checkpoint.index b/backend/app/Experiment_1/trial_028/checkpoint.index
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index 049fd0c87c5c0e4c3bcf6e48afc8b71e3965e47a..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_028/trial.json b/backend/app/Experiment_1/trial_028/trial.json
deleted file mode 100644
index 8562592214b942ef5e20b42f7e06587ae136613b..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_028/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "028", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.26962950825691223], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.15562042593955994], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15494170784950256], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.049968503415584564], "step": 0}]}}}, "score": 0.15494170784950256, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_029/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_029/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_029/trial.json b/backend/app/Experiment_1/trial_029/trial.json
deleted file mode 100644
index 7213b4a1d44913633007f4b7d951dcf833df84d8..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_029/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "029", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.509818434715271], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5343656539916992], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2316477745771408], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10646544396877289], "step": 1}]}}}, "score": 0.2316477745771408, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_030/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_030/checkpoint.data-00000-of-00001
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index cfbcf4e05eda30d8d05e1fac385f1aa5d44ccb32..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_030/trial.json b/backend/app/Experiment_1/trial_030/trial.json
deleted file mode 100644
index 11f9de4a5e2499f2f98ba734786123804bc3834c..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_030/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "030", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0964268445968628], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9644601345062256], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.37595316767692566], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.22876019775867462], "step": 0}]}}}, "score": 0.37595316767692566, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_031/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_031/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_031/checkpoint.index b/backend/app/Experiment_1/trial_031/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_031/trial.json b/backend/app/Experiment_1/trial_031/trial.json
deleted file mode 100644
index fba5053bf7d215be1b4819c89d02b7591e56a6f9..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_031/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "031", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3888310492038727], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2410634607076645], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.32741469144821167], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.16877439618110657], "step": 1}]}}}, "score": 0.32741469144821167, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_032/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_032/checkpoint.data-00000-of-00001
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index 8a6b02762e898da60c2778cb91bc6e8ceae9936f..0000000000000000000000000000000000000000
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index 3dc37f923dc05db6d805b0df79a9cc5d16a7907e..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_032/trial.json b/backend/app/Experiment_1/trial_032/trial.json
deleted file mode 100644
index a15216490bf240660471db3756c6b4eda6dc2afe..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_032/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "032", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.20185744762420654], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.08652476966381073], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17385317385196686], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06520840525627136], "step": 1}]}}}, "score": 0.17385317385196686, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_033/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_033/checkpoint.data-00000-of-00001
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index 9d1dd8d6767a5d6ba070b12e7844310ab56fa031..0000000000000000000000000000000000000000
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index 6c01df686bbe9c68361f9bbcb40e3f4869ade92e..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_033/trial.json b/backend/app/Experiment_1/trial_033/trial.json
deleted file mode 100644
index 09ab85f595f6b418b7e1fedfb31cf45dd26dfd2f..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_033/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "033", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.43142378330230713], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.29406437277793884], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4093197286128998], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2651294469833374], "step": 1}]}}}, "score": 0.4093197286128998, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_034/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_034/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_034/trial.json b/backend/app/Experiment_1/trial_034/trial.json
deleted file mode 100644
index adf5feb8f028530cf28bcc0c5b755880e5459c45..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_034/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "034", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1316218227148056], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.042345695197582245], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11807794868946075], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.034917183220386505], "step": 1}]}}}, "score": 0.11807794868946075, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_035/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_035/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_035/trial.json b/backend/app/Experiment_1/trial_035/trial.json
deleted file mode 100644
index 409a7d5239fa0a3575729430ace38402b68e62b4..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_035/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "035", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.23870432376861572], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.09613552689552307], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17166823148727417], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05341039597988129], "step": 1}]}}}, "score": 0.17166823148727417, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_036/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_036/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_036/trial.json b/backend/app/Experiment_1/trial_036/trial.json
deleted file mode 100644
index 605515a620cff518ac5403e5b4fd061f4f39f2df..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_036/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "036", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5872057676315308], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5532184839248657], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.42845091223716736], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2803485095500946], "step": 1}]}}}, "score": 0.42845091223716736, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_037/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_037/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_037/checkpoint.index b/backend/app/Experiment_1/trial_037/checkpoint.index
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index dfd163b151c295a8b5a54bf4a340ffc3806d249c..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_037/trial.json b/backend/app/Experiment_1/trial_037/trial.json
deleted file mode 100644
index b335b8b3ee5d706b9a56ef08c36edbc998781d82..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_037/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "037", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0843404531478882], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9459571838378906], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.536310076713562], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.407341867685318], "step": 0}]}}}, "score": 0.536310076713562, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_038/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_038/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_038/checkpoint.index b/backend/app/Experiment_1/trial_038/checkpoint.index
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index e570f113e02aaa1bc75920034d7b95b308e270f6..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_038/trial.json b/backend/app/Experiment_1/trial_038/trial.json
deleted file mode 100644
index 1e553470990e1d8e77883cf6ecdf73d19c294ef6..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_038/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "038", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.213626891374588], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07715834677219391], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14017140865325928], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.041853275150060654], "step": 1}]}}}, "score": 0.14017140865325928, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_039/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_039/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_039/checkpoint.index b/backend/app/Experiment_1/trial_039/checkpoint.index
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index 6508a2d8a8e74ab7fd05955a96a4edaeb448a654..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_039/trial.json b/backend/app/Experiment_1/trial_039/trial.json
deleted file mode 100644
index 9c835a6f06cfc216cdf371418600b0c37a073acb..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_039/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "039", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1888650506734848], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.06783802062273026], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18563774228096008], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06446544826030731], "step": 1}]}}}, "score": 0.18563774228096008, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_040/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_040/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_040/trial.json b/backend/app/Experiment_1/trial_040/trial.json
deleted file mode 100644
index 86f93f78ae17d86b881bf6e4715459fcfa4bb155..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_040/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "040", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.61015784740448], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6068516373634338], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2941036820411682], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1486046016216278], "step": 1}]}}}, "score": 0.2941036820411682, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_041/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_041/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_041/trial.json b/backend/app/Experiment_1/trial_041/trial.json
deleted file mode 100644
index 5436130762a776706477897a46103b3565658bf6..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_041/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "041", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1603657305240631], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05366426706314087], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14660103619098663], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04408630356192589], "step": 1}]}}}, "score": 0.14660103619098663, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_042/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_042/checkpoint.data-00000-of-00001
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index c5a28dc4d3adc3b91fbcb043fd4ca5caf204d8c4..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_042/trial.json b/backend/app/Experiment_1/trial_042/trial.json
deleted file mode 100644
index ae2fd4a17244efbf6c3ff74ef91db47d72c89eca..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_042/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "042", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9208910465240479], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.355762004852295], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3951748013496399], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2443496733903885], "step": 0}]}}}, "score": 0.3951748013496399, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_043/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_043/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_043/checkpoint.index b/backend/app/Experiment_1/trial_043/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_043/trial.json b/backend/app/Experiment_1/trial_043/trial.json
deleted file mode 100644
index 91594c3f93cae7febaac8d00490f6c84bc667a60..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_043/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "043", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.710673987865448], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8460707664489746], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.48228439688682556], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.3741632103919983], "step": 0}]}}}, "score": 0.48228439688682556, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_044/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_044/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_044/trial.json b/backend/app/Experiment_1/trial_044/trial.json
deleted file mode 100644
index ff58d3aa2bee3c14b9fa9f149fcd33996cc9bd0b..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_044/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "044", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.28920185565948486], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.19456398487091064], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18456034362316132], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06802453845739365], "step": 1}]}}}, "score": 0.18456034362316132, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_045/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_045/checkpoint.data-00000-of-00001
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index 04f0f054b9db1b841764c53b79298f3815fe3411..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_045/trial.json b/backend/app/Experiment_1/trial_045/trial.json
deleted file mode 100644
index d139b1cfb866ff9e44ae96c227b1bb213f6b06ba..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_045/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "045", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.26438742876052856], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.12512974441051483], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2006911039352417], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08051895350217819], "step": 1}]}}}, "score": 0.2006911039352417, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_046/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_046/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_046/trial.json b/backend/app/Experiment_1/trial_046/trial.json
deleted file mode 100644
index 946b75763be2e18751bd951d20f1941b693a29d3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_046/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "046", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.21819794178009033], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.08132612705230713], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.20791718363761902], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07777722924947739], "step": 1}]}}}, "score": 0.20791718363761902, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_047/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_047/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_047/trial.json b/backend/app/Experiment_1/trial_047/trial.json
deleted file mode 100644
index 23c10736154dd95d53b8d4bdce7df95d68266fc8..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_047/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "047", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.39335450530052185], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.250127911567688], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3712001144886017], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.22862017154693604], "step": 1}]}}}, "score": 0.3712001144886017, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_048/trial.json b/backend/app/Experiment_1/trial_048/trial.json
deleted file mode 100644
index ddf93373d55ebd0af6370012a2d1e89878e33e01..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_048/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "048", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7416161894798279], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9312954545021057], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.49188071489334106], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.36074918508529663], "step": 1}]}}}, "score": 0.49188071489334106, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_049/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_049/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_049/trial.json b/backend/app/Experiment_1/trial_049/trial.json
deleted file mode 100644
index cc8c55d844da249304ec65496764e0416ecbde06..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_049/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "049", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4563193917274475], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.361889511346817], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22573846578598022], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09207937866449356], "step": 1}]}}}, "score": 0.22573846578598022, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_050/trial.json b/backend/app/Experiment_1/trial_050/trial.json
deleted file mode 100644
index 78cc292c2b9fe1fd68988162ca1882d16e8c9ae0..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_050/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "050", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3030555546283722], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.16274011135101318], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.25305360555648804], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12974433600902557], "step": 1}]}}}, "score": 0.25305360555648804, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_051/trial.json b/backend/app/Experiment_1/trial_051/trial.json
deleted file mode 100644
index 1a1540cda12691ba1bc756945d1ca86f203b4e44..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_051/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "051", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1923830807209015], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0683646947145462], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.16344496607780457], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05449831858277321], "step": 1}]}}}, "score": 0.16344496607780457, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_052/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_052/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_052/trial.json b/backend/app/Experiment_1/trial_052/trial.json
deleted file mode 100644
index 930986ff6868576f56d2cf4633b3cdbf5132e7a1..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_052/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "052", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0953751802444458], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.1582465171813965], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4149688482284546], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.28155115246772766], "step": 0}]}}}, "score": 0.4149688482284546, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_053/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_053/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_053/trial.json b/backend/app/Experiment_1/trial_053/trial.json
deleted file mode 100644
index 8020279366fab484eefa75c2bdebe36091c12a2d..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_053/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "053", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3586496114730835], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.20728138089179993], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3440408706665039], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.19103604555130005], "step": 1}]}}}, "score": 0.3440408706665039, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_054/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_054/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_054/trial.json b/backend/app/Experiment_1/trial_054/trial.json
deleted file mode 100644
index 66cbd4963c37a480b8162cec5108842de7d9e084..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_054/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "054", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1764084100723267], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.3630714416503906], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.37032002210617065], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.23888081312179565], "step": 0}]}}}, "score": 0.37032002210617065, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_055/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_055/checkpoint.data-00000-of-00001
deleted file mode 100644
index c82f615cade297c60abc32b58114d8a236f3858f..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_055/trial.json b/backend/app/Experiment_1/trial_055/trial.json
deleted file mode 100644
index fd277d46b0d5af016f2a41d67ff0e5f90b91996f..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_055/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "055", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3631037771701813], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.23362722992897034], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2946814000606537], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.15053690969944], "step": 1}]}}}, "score": 0.2946814000606537, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_056/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_056/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_056/trial.json b/backend/app/Experiment_1/trial_056/trial.json
deleted file mode 100644
index 5f0a9cf7c1b9c937d526b895d81c8060b5cdda26..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_056/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "056", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8863970041275024], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3901110887527466], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.34383541345596313], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.22699226438999176], "step": 0}]}}}, "score": 0.34383541345596313, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_057/trial.json b/backend/app/Experiment_1/trial_057/trial.json
deleted file mode 100644
index 1cb0b4ad96101367cfee56dfc0596fcb22600a8d..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_057/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "057", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9614455103874207], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.541734218597412], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5490543842315674], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5007480978965759], "step": 0}]}}}, "score": 0.5490543842315674, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_058/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_058/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0f03487357a66274c05027f80e170124166132cc..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_058/trial.json b/backend/app/Experiment_1/trial_058/trial.json
deleted file mode 100644
index e371fc94ea999312acdd197ec3e6cc7875628868..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_058/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "058", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.16683714091777802], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0586751364171505], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15180987119674683], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04983377084136009], "step": 1}]}}}, "score": 0.15180987119674683, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_059/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_059/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_059/checkpoint.index b/backend/app/Experiment_1/trial_059/checkpoint.index
deleted file mode 100644
index 0902f2362a5b17b32685a6d3891c7c65dc2b3a1f..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_059/trial.json b/backend/app/Experiment_1/trial_059/trial.json
deleted file mode 100644
index fcd3c7633272227fee5f10affd6b78ed56850256..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_059/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "059", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1457005739212036], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.161830425262451], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.40713396668434143], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.26658758521080017], "step": 0}]}}}, "score": 0.40713396668434143, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_060/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_060/checkpoint.data-00000-of-00001
deleted file mode 100644
index 28dae59d43c2b34387d0743749116865587e2323..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_060/checkpoint.index b/backend/app/Experiment_1/trial_060/checkpoint.index
deleted file mode 100644
index 6013b4df3be98d746d3325d864a4379728d7deec..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_060/trial.json b/backend/app/Experiment_1/trial_060/trial.json
deleted file mode 100644
index 69b5b8663aa69ca48a60b5e342800cf03a9b8bc3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_060/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "060", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2659213542938232], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [96.08544921875], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15646244585514069], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05490786209702492], "step": 0}]}}}, "score": 0.15646244585514069, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_061/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_061/checkpoint.data-00000-of-00001
deleted file mode 100644
index 37905770c1802f4a6c3171584eea64a0a5133bec..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_061/checkpoint.index b/backend/app/Experiment_1/trial_061/checkpoint.index
deleted file mode 100644
index 478d2e899881b34651e072d7a7a912e29dc847cb..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_061/trial.json b/backend/app/Experiment_1/trial_061/trial.json
deleted file mode 100644
index bf82a4ae0ca3e9206db2778b8d0f00e0eb0a7bf2..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_061/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "061", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.34754639863967896], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.21101486682891846], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3319287896156311], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.20329803228378296], "step": 1}]}}}, "score": 0.3319287896156311, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_062/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_062/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_062/trial.json b/backend/app/Experiment_1/trial_062/trial.json
deleted file mode 100644
index 7fc223e397a42841d053eb93e86110ee2d1def86..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_062/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "062", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2008836418390274], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07329647243022919], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1618865430355072], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05121679976582527], "step": 1}]}}}, "score": 0.1618865430355072, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_063/trial.json b/backend/app/Experiment_1/trial_063/trial.json
deleted file mode 100644
index 77b5da3938f4bda35a07095edb9096b791c93cb8..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_063/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "063", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.019859790802002], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.8042632341384888], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3771071434020996], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.20928466320037842], "step": 0}]}}}, "score": 0.3771071434020996, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_064/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_064/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_064/trial.json b/backend/app/Experiment_1/trial_064/trial.json
deleted file mode 100644
index abb10d11048b85aa3831f4632fac7d24333933d2..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_064/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "064", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4922560155391693], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3844435513019562], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4855896830558777], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.3763029873371124], "step": 1}]}}}, "score": 0.4855896830558777, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_065/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_065/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1bd3fc9dab39cebad4b9c3daca36eac9647e0e10..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_065/checkpoint.index b/backend/app/Experiment_1/trial_065/checkpoint.index
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index 74bbd554a8de0032b138e51d1894a01cf39d8105..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_065/trial.json b/backend/app/Experiment_1/trial_065/trial.json
deleted file mode 100644
index d23403eb433aad59810a4cf2e8b8a07e89dea5fb..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_065/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "065", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9144690632820129], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3810710906982422], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22774545848369598], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09147391468286514], "step": 1}]}}}, "score": 0.22774545848369598, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_066/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_066/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5720182843add274c466990364f8d10f9d6db3d3..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_066/checkpoint.index b/backend/app/Experiment_1/trial_066/checkpoint.index
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index 82f857258c9f2cf472a45cf74848227e9c18a1aa..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_066/trial.json b/backend/app/Experiment_1/trial_066/trial.json
deleted file mode 100644
index f228aba1120e8f3ea80639c54f460f6d14fb4db5..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_066/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "066", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.21204409003257751], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07771318405866623], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.20756377279758453], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09044726938009262], "step": 1}]}}}, "score": 0.20756377279758453, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_067/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_067/checkpoint.data-00000-of-00001
deleted file mode 100644
index c29736c67448dc910f5121b59649492277d7a06d..0000000000000000000000000000000000000000
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index 0c268f17fb921124c10509bd79939c0c50cb17af..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_067/trial.json b/backend/app/Experiment_1/trial_067/trial.json
deleted file mode 100644
index c36f326833d8fa6375ac03d7233d8500b8b0e1df..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_067/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "067", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.46841007471084595], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.34859853982925415], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3705568313598633], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.22777873277664185], "step": 1}]}}}, "score": 0.3705568313598633, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_068/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_068/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_068/trial.json b/backend/app/Experiment_1/trial_068/trial.json
deleted file mode 100644
index 6a1b9496f9b932e6ed310bce687eb3aa2fab4d34..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_068/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "068", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1509450376033783], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.051332615315914154], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1424812525510788], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04636809229850769], "step": 1}]}}}, "score": 0.1424812525510788, "best_step": 1, "status": "COMPLETED", "message": null}
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deleted file mode 100644
index 0ba64ce52b5e5b9c6e26d5647e118c8cbc7d8d37..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_069/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "069", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7028517127037048], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.782933235168457], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.40743815898895264], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2664405405521393], "step": 0}]}}}, "score": 0.40743815898895264, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_070/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_070/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_070/trial.json b/backend/app/Experiment_1/trial_070/trial.json
deleted file mode 100644
index 2e3491838fd91642b5018c80ab6d472f40721c01..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_070/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "070", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15727868676185608], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.051436230540275574], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.13910722732543945], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04347820207476616], "step": 1}]}}}, "score": 0.13910722732543945, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_071/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_071/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_071/trial.json b/backend/app/Experiment_1/trial_071/trial.json
deleted file mode 100644
index f26121c830fa188d581bfb56f4e5e517028d92a4..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_071/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "071", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.24391639232635498], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.10406022518873215], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.16111837327480316], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05165728181600571], "step": 1}]}}}, "score": 0.16111837327480316, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_072/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_072/checkpoint.data-00000-of-00001
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index 0b7d5d8bec6ae428d1b1ebe940ddc5456eedf92b..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_072/trial.json b/backend/app/Experiment_1/trial_072/trial.json
deleted file mode 100644
index caf96d1957627cdf999b949690c967094d8d0c4a..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_072/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "072", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2861241102218628], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.589510440826416], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9494345784187317], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.3544965982437134], "step": 1}]}}}, "score": 0.9494345784187317, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_073/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_073/checkpoint.data-00000-of-00001
deleted file mode 100644
index 89e2d4e887a4ae11c3c5c569155b4362a7362870..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_073/trial.json b/backend/app/Experiment_1/trial_073/trial.json
deleted file mode 100644
index 5ef2a84fae18b8f2b75c8e3edd73424bd29c0cd3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_073/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "073", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1801724433898926], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.3830366134643555], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3962796926498413], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.24738077819347382], "step": 1}]}}}, "score": 0.3962796926498413, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_074/trial.json b/backend/app/Experiment_1/trial_074/trial.json
deleted file mode 100644
index 430cbf05ca25d8acf8ee5fba0dae647599dfa035..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_074/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "074", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [7.883434772491455], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [4933.29248046875], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.16323082149028778], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.055113229900598526], "step": 0}]}}}, "score": 0.16323082149028778, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_075/trial.json b/backend/app/Experiment_1/trial_075/trial.json
deleted file mode 100644
index 4a81b9f2d270ba038d31d66a0bc7a3c4c0259264..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_075/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "075", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7738646864891052], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9186499118804932], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6007446646690369], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5536594986915588], "step": 0}]}}}, "score": 0.6007446646690369, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_076/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_076/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_076/trial.json b/backend/app/Experiment_1/trial_076/trial.json
deleted file mode 100644
index 14e61b815abcbf4d0dfc56603bd1bbbeeb0d4dcc..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_076/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "076", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15969009697437286], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0485093854367733], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.12748822569847107], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03717692941427231], "step": 1}]}}}, "score": 0.12748822569847107, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_077/checkpoint.index b/backend/app/Experiment_1/trial_077/checkpoint.index
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index df5b245d0cdc17e96fe05d0116c141acab90c1e4..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_077/trial.json b/backend/app/Experiment_1/trial_077/trial.json
deleted file mode 100644
index 78058f63e0b1e04c5c9b1fba3eaf6acfc0434add..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_077/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "077", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [12.78297233581543], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [15575.71875], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1606084108352661], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.055633753538131714], "step": 0}]}}}, "score": 0.1606084108352661, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_078/trial.json b/backend/app/Experiment_1/trial_078/trial.json
deleted file mode 100644
index 757e0df7a8adf9a3fa4213a4973236f871378848..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_078/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "078", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9133925437927246], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3964601755142212], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3900158405303955], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.24186751246452332], "step": 0}]}}}, "score": 0.3900158405303955, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_079/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_079/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_079/trial.json b/backend/app/Experiment_1/trial_079/trial.json
deleted file mode 100644
index 91d1a6172f2fd2de5fdbd9a4dcda893fb59378ea..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_079/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "079", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3313794136047363], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.903892993927002], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.74616539478302], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8405887484550476], "step": 1}]}}}, "score": 0.74616539478302, "best_step": 1, "status": "COMPLETED", "message": null}
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index 864b1fbd9ce99e5a72c218d0584771cbd207b131..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_080/trial.json b/backend/app/Experiment_1/trial_080/trial.json
deleted file mode 100644
index 409e9144a450275d83f9c9187a5dfd65cc9b5800..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_080/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "080", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.41303059458732605], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.28454428911209106], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2061888426542282], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07177670300006866], "step": 1}]}}}, "score": 0.2061888426542282, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_081/checkpoint.index b/backend/app/Experiment_1/trial_081/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_081/trial.json b/backend/app/Experiment_1/trial_081/trial.json
deleted file mode 100644
index 1a57c83c2de54b14ca8b4313dd3d361c54695421..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_081/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "081", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15475116670131683], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04816962033510208], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.12739574909210205], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03698960319161415], "step": 1}]}}}, "score": 0.12739574909210205, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_082/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_082/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_082/trial.json b/backend/app/Experiment_1/trial_082/trial.json
deleted file mode 100644
index 079c4415cbd01672c6fb761142161951150a0ac0..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_082/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "082", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4483754336833954], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9285922646522522], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.16399696469306946], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05444080010056496], "step": 1}]}}}, "score": 0.16399696469306946, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_083/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_083/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_083/checkpoint.index b/backend/app/Experiment_1/trial_083/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_083/trial.json b/backend/app/Experiment_1/trial_083/trial.json
deleted file mode 100644
index bb3b53a9e468248d9d37f2b39e1b7b6f5d6f640d..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_083/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "083", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6837543845176697], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7996799349784851], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.42736998200416565], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.3206731379032135], "step": 1}]}}}, "score": 0.42736998200416565, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_084/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_084/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_084/checkpoint.index b/backend/app/Experiment_1/trial_084/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_084/trial.json b/backend/app/Experiment_1/trial_084/trial.json
deleted file mode 100644
index c15c9f321564a9ac2dcec4790e350de643273036..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_084/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "084", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1180044412612915], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9857808351516724], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7541574239730835], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.858716607093811], "step": 1}]}}}, "score": 0.7541574239730835, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_085/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_085/checkpoint.data-00000-of-00001
deleted file mode 100644
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index fc85910613dd72332efa83b6314d20bccf05cc90..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_085/trial.json b/backend/app/Experiment_1/trial_085/trial.json
deleted file mode 100644
index f4a394b19308ce1069493647b2b52ad9d46b1099..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_085/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "085", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15327173471450806], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0517054982483387], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1519223153591156], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.050725169479846954], "step": 1}]}}}, "score": 0.1519223153591156, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_086/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_086/checkpoint.data-00000-of-00001
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index 4c16fe6890945c3c29b8f48a77d96f61c04c159f..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_086/trial.json b/backend/app/Experiment_1/trial_086/trial.json
deleted file mode 100644
index 232fb733179892514afea84875488ffc7b5b9ce3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_086/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "086", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.27416661381721497], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.13392585515975952], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.16999758780002594], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.058418162167072296], "step": 1}]}}}, "score": 0.16999758780002594, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_087/trial.json b/backend/app/Experiment_1/trial_087/trial.json
deleted file mode 100644
index 70014341d3e00e88421b507092005d8feb627ef0..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_087/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "087", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3560478687286377], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.1141319274902344], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7442376017570496], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.083300232887268], "step": 1}]}}}, "score": 0.7442376017570496, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_088/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_088/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_088/trial.json b/backend/app/Experiment_1/trial_088/trial.json
deleted file mode 100644
index b29a68900e92b6a037c54cac2c399091ffcbddf6..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_088/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "088", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.16381685435771942], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.053282707929611206], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15464863181114197], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05153988301753998], "step": 1}]}}}, "score": 0.15464863181114197, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_089/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_089/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_089/checkpoint.index b/backend/app/Experiment_1/trial_089/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_089/trial.json b/backend/app/Experiment_1/trial_089/trial.json
deleted file mode 100644
index e4edb234a03ff1ce3b9ebbe80ce4d4d8a343108e..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_089/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "089", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0902867317199707], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9580178260803223], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5439044833183289], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.40717098116874695], "step": 0}]}}}, "score": 0.5439044833183289, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_090/trial.json b/backend/app/Experiment_1/trial_090/trial.json
deleted file mode 100644
index 9b619a27f2c762cae3e1e86bfc51d9b62a9c4ae0..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_090/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "090", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5048725605010986], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.4157537519931793], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2705967128276825], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1388786882162094], "step": 1}]}}}, "score": 0.2705967128276825, "best_step": 1, "status": "COMPLETED", "message": null}
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deleted file mode 100644
index cf79a5a8a8d5fd44ac110223d5390a3eb3e010b0..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_091/checkpoint.index b/backend/app/Experiment_1/trial_091/checkpoint.index
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index 88b05f16d9e6d39346f0df2ed4c270238cdffeec..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_091/trial.json b/backend/app/Experiment_1/trial_091/trial.json
deleted file mode 100644
index 2c288f0becf7f38da23492728068dc0c5381a550..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_091/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "091", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.13946057856082916], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04447104036808014], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.13154371082782745], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03852449730038643], "step": 1}]}}}, "score": 0.13154371082782745, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_092/checkpoint.index b/backend/app/Experiment_1/trial_092/checkpoint.index
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diff --git a/backend/app/Experiment_1/trial_092/trial.json b/backend/app/Experiment_1/trial_092/trial.json
deleted file mode 100644
index 9527a4ae84ebfd551ff6f2b97cceba591e6badd4..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_092/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "092", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.306308388710022], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.1713825911283493], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.19271287322044373], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07371439039707184], "step": 1}]}}}, "score": 0.19271287322044373, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_093/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_093/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_093/trial.json b/backend/app/Experiment_1/trial_093/trial.json
deleted file mode 100644
index ce8b32ec08f63e4d0c2dd8ae0ff9f0f65933f6d3..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_093/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "093", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5625678300857544], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5080792903900146], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.47030383348464966], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.34571823477745056], "step": 1}]}}}, "score": 0.47030383348464966, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_094/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_094/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_094/trial.json b/backend/app/Experiment_1/trial_094/trial.json
deleted file mode 100644
index 120254fe3e0c8827407f101c8979354b2f1ef7cf..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_094/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "094", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.21940597891807556], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.26144519448280334], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15702448785305023], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05590720474720001], "step": 0}]}}}, "score": 0.15702448785305023, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_095/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_095/checkpoint.data-00000-of-00001
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diff --git a/backend/app/Experiment_1/trial_095/trial.json b/backend/app/Experiment_1/trial_095/trial.json
deleted file mode 100644
index 6510cb24e040c808d195bbfcc4759a66f8fdc60a..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_095/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "095", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4410674273967743], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3122464418411255], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3929448425769806], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.25059348344802856], "step": 1}]}}}, "score": 0.3929448425769806, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_096/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_096/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/Experiment_1/trial_096/trial.json b/backend/app/Experiment_1/trial_096/trial.json
deleted file mode 100644
index 96dd84ccebab90760728f03d134f2b3dfacdda00..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_096/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "096", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.16171923279762268], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05874427780508995], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1612938940525055], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05847173184156418], "step": 1}]}}}, "score": 0.1612938940525055, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_097/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_097/checkpoint.data-00000-of-00001
deleted file mode 100644
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deleted file mode 100644
index 30cf18f79c1f0a8aea43af24f3aa18656544d47f..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_097/trial.json b/backend/app/Experiment_1/trial_097/trial.json
deleted file mode 100644
index 4065896753ca5e472f9f46549707872807b3c144..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_097/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "097", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.788375973701477], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1902925968170166], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4562757611274719], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.29451313614845276], "step": 1}]}}}, "score": 0.4562757611274719, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/Experiment_1/trial_098/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_098/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5f8dc246f01d39c6bd379ef698faf23e4567c378..0000000000000000000000000000000000000000
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diff --git a/backend/app/Experiment_1/trial_098/trial.json b/backend/app/Experiment_1/trial_098/trial.json
deleted file mode 100644
index 550df3196c718f5334f18bbe1659cdb543f9a2c1..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_098/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "098", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.513728678226471], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.48501306772232056], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3164394795894623], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.19753210246562958], "step": 1}]}}}, "score": 0.3164394795894623, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/Experiment_1/trial_099/checkpoint.data-00000-of-00001 b/backend/app/Experiment_1/trial_099/checkpoint.data-00000-of-00001
deleted file mode 100644
index bc94f6af30ff315d442a9f14b8e66ed366374d7b..0000000000000000000000000000000000000000
Binary files a/backend/app/Experiment_1/trial_099/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/Experiment_1/trial_099/checkpoint.index b/backend/app/Experiment_1/trial_099/checkpoint.index
deleted file mode 100644
index 9b3febcdff009ce5d9aa582456277a06bac08159..0000000000000000000000000000000000000000
Binary files a/backend/app/Experiment_1/trial_099/checkpoint.index and /dev/null differ
diff --git a/backend/app/Experiment_1/trial_099/trial.json b/backend/app/Experiment_1/trial_099/trial.json
deleted file mode 100644
index 20b06b105b6ecd43485a51734f7acc2bf5e967ee..0000000000000000000000000000000000000000
--- a/backend/app/Experiment_1/trial_099/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "099", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8866209387779236], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3208469152450562], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9025714993476868], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.417110562324524], "step": 1}]}}}, "score": 0.9025714993476868, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/__pycache__/api.cpython-39.pyc b/backend/app/__pycache__/api.cpython-39.pyc
index c8c9f0072ddb95d484d535ff5441436882fddbc1..5f0adcaf223f4d2ed0045168d1493f5344dcca4a 100644
Binary files a/backend/app/__pycache__/api.cpython-39.pyc and b/backend/app/__pycache__/api.cpython-39.pyc differ
diff --git a/backend/app/__pycache__/config.cpython-39.pyc b/backend/app/__pycache__/config.cpython-39.pyc
index dc58b5d764f73b93cf5ffd27f9965d6b724bc8a7..3ecc01a8e8258d7e5ffbb9aedac4a2ab19b924ba 100644
Binary files a/backend/app/__pycache__/config.cpython-39.pyc and b/backend/app/__pycache__/config.cpython-39.pyc differ
diff --git a/backend/app/api.py b/backend/app/api.py
index ab7e9747d738e250f3ec917f39d32dc02a4c72c7..6a3908b3e1056e11c876afca99b5a6f7a260fbd2 100644
--- a/backend/app/api.py
+++ b/backend/app/api.py
@@ -8,13 +8,12 @@ from app.routers import predictR, trainR
 app = FastAPI()
 
 # CORS Middleware
-origins = ["http://localhost:5173"]
 app.add_middleware(
     CORSMiddleware,
-    allow_origins=origins,
+    allow_origins=["http://localhost:5173"],  # Frontend URL
     allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
+    allow_methods=["*"],  # Allow all methods
+    allow_headers=["*"],  # Allow all headers
 )
 
 # Include routers
diff --git a/backend/app/config.py b/backend/app/config.py
index 8ea8775e18a5f3a797e5f08988047b117b610efd..c27497850f507bbb10f0016c9bf4c1aadd6adbcf 100644
--- a/backend/app/config.py
+++ b/backend/app/config.py
@@ -2,16 +2,16 @@ import os
 
 UPLOAD_DIRECTORY = "./app/datas/uploads/" # same as data directory
 
-#MODEL_DIRECTORY = "./app/models/"
-MODEL_DIRECTORY = os.path.join(os.getcwd(), "./app/models/")
+MODEL_DIRECTORY = "./app/models/"
 
-PROCESSED_DIRECTORY = ".app/datas/processed/"
+PROCESSED_DIRECTORY = "./app/datas/processed/"
 
 
 os.makedirs(UPLOAD_DIRECTORY, exist_ok=True)
 
 os.makedirs(MODEL_DIRECTORY, exist_ok=True)
 
+os.makedirs(PROCESSED_DIRECTORY, exist_ok=True)
 
 
 
diff --git a/backend/app/data_preprocessing.log b/backend/app/data_preprocessing.log
deleted file mode 100644
index 526fc7fb2ee496984a55308995400eab3aca99bf..0000000000000000000000000000000000000000
--- a/backend/app/data_preprocessing.log
+++ /dev/null
@@ -1,540 +0,0 @@
-INFO:root:Successfully loaded JSON data from ./datas/uploads/scenario_analysis_result_MAN_Test_hl.json
-ERROR:root:Data Preprocessing Failed: 'CoolingDefect'
-INFO:root:Successfully loaded JSON data from ./datas/uploads/scenario_analysis_result_MAN_Test_hl.json
-ERROR:root:Data Preprocessing Failed: 'DefekteModulanzahl'
-INFO:root:Successfully loaded JSON data from ./datas/uploads/scenario_analysis_result_MAN_Test_hl.json
-WARNING:root:Missing output parameter 'OEE' for ID: ID_192
-WARNING:root:Missing output parameter 'OEE' for ID: ID_193
-WARNING:root:Missing output parameter 'OEE' for ID: ID_202
-WARNING:root:Missing output parameter 'OEE' for ID: ID_203
-WARNING:root:Missing output parameter 'OEE' for ID: ID_205
-WARNING:root:Missing output parameter 'OEE' for ID: ID_212
-WARNING:root:Missing output parameter 'OEE' for ID: ID_213
-WARNING:root:Missing output parameter 'OEE' for ID: ID_214
-WARNING:root:Missing output parameter 'OEE' for ID: ID_215
-WARNING:root:Missing output parameter 'OEE' for ID: ID_223
-WARNING:root:Missing output parameter 'OEE' for ID: ID_225
-WARNING:root:Missing output parameter 'OEE' for ID: ID_226
-WARNING:root:Missing output parameter 'OEE' for ID: ID_233
-WARNING:root:Missing output parameter 'OEE' for ID: ID_234
-WARNING:root:Missing output parameter 'OEE' for ID: ID_235
-WARNING:root:Missing output parameter 'OEE' for ID: ID_237
-WARNING:root:Missing output parameter 'OEE' for ID: ID_238
-WARNING:root:Missing output parameter 'OEE' for ID: ID_243
-WARNING:root:Missing output parameter 'OEE' for ID: ID_244
-WARNING:root:Missing output parameter 'OEE' for ID: ID_254
-WARNING:root:Missing output parameter 'OEE' for ID: ID_255
-WARNING:root:Missing output parameter 'OEE' for ID: ID_256
-WARNING:root:Missing output parameter 'OEE' for ID: ID_265
-WARNING:root:Missing output parameter 'OEE' for ID: ID_266
-WARNING:root:Missing output parameter 'OEE' for ID: ID_583
-WARNING:root:Missing output parameter 'OEE' for ID: ID_829
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1918
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1919
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1920
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1921
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1922
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1923
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1924
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1925
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1926
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1927
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1928
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1929
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1930
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1931
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1949
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2013
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2014
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2015
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2016
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2017
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2018
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2019
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2020
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2021
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2022
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2023
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2024
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2025
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2026
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2027
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2028
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2029
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2030
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2031
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2032
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2033
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2034
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2035
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2036
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2043
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2044
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2045
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2046
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2047
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2048
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2049
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2050
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2051
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2052
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2053
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2054
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2055
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2056
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2057
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2068
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2118
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2119
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2120
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2121
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2122
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2123
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2124
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2125
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2126
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2127
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2128
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2129
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2130
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2131
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2132
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2133
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2134
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2135
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2136
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2137
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2138
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2139
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2140
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2141
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2142
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2143
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2144
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2145
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2146
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2147
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2148
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2149
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2150
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2151
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2152
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2153
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2154
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2172
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2225
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2226
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2227
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2228
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2229
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2230
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2231
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2232
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2233
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2234
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2235
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2243
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2244
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2245
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2246
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2247
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2248
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2249
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2250
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2251
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2252
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2253
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2254
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2255
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2256
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2257
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2258
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2259
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2260
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2272
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2330
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2331
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2332
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2333
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2334
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2335
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2336
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2337
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2338
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2339
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2340
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2341
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2342
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2343
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2344
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2345
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2346
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2347
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2348
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2349
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2350
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2351
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2352
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2353
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2354
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2355
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2363
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2364
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2365
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2366
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2367
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2368
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2369
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2370
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2371
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2372
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2373
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2374
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2375
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2376
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2377
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2378
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2379
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2380
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2381
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2393
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2429
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2430
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2431
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2432
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2433
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2434
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2435
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2436
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2437
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2438
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2439
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2440
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2441
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2442
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2443
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2444
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2445
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2462
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2535
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2536
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2537
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2538
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2539
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2540
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2541
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2542
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2543
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2544
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2545
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2546
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2547
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2548
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2549
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2550
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2551
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2552
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2553
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2554
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2555
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2556
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2557
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2558
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2559
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2560
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2561
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2579
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2643
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2644
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2645
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2646
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2647
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2648
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2649
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2650
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2651
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2659
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2660
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2661
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2662
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2663
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2664
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2665
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2666
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2677
-WARNING:root:Missing output parameter 'OEE' for ID: ID_3523
-WARNING:root:Missing output parameter 'OEE' for ID: ID_3645
-INFO:root:Extracted data with 3579 valid records.
-INFO:root:Cleaned data shape: (3579, 12)
-INFO:root:Data scaling completed using MinMaxScaler
-INFO:root:Saved train data to train_data_1.npz
-INFO:root:Scalers saved to scaler_X.pkl and scaler_y.pkl
-INFO:root:Successfully loaded JSON data from ./datas/uploads/scenario_analysis_result_MAN_Test_hl.json
-WARNING:root:Missing output parameter 'OEE' for ID: ID_192
-WARNING:root:Missing output parameter 'OEE' for ID: ID_193
-WARNING:root:Missing output parameter 'OEE' for ID: ID_202
-WARNING:root:Missing output parameter 'OEE' for ID: ID_203
-WARNING:root:Missing output parameter 'OEE' for ID: ID_205
-WARNING:root:Missing output parameter 'OEE' for ID: ID_212
-WARNING:root:Missing output parameter 'OEE' for ID: ID_213
-WARNING:root:Missing output parameter 'OEE' for ID: ID_214
-WARNING:root:Missing output parameter 'OEE' for ID: ID_215
-WARNING:root:Missing output parameter 'OEE' for ID: ID_223
-WARNING:root:Missing output parameter 'OEE' for ID: ID_225
-WARNING:root:Missing output parameter 'OEE' for ID: ID_226
-WARNING:root:Missing output parameter 'OEE' for ID: ID_233
-WARNING:root:Missing output parameter 'OEE' for ID: ID_234
-WARNING:root:Missing output parameter 'OEE' for ID: ID_235
-WARNING:root:Missing output parameter 'OEE' for ID: ID_237
-WARNING:root:Missing output parameter 'OEE' for ID: ID_238
-WARNING:root:Missing output parameter 'OEE' for ID: ID_243
-WARNING:root:Missing output parameter 'OEE' for ID: ID_244
-WARNING:root:Missing output parameter 'OEE' for ID: ID_254
-WARNING:root:Missing output parameter 'OEE' for ID: ID_255
-WARNING:root:Missing output parameter 'OEE' for ID: ID_256
-WARNING:root:Missing output parameter 'OEE' for ID: ID_265
-WARNING:root:Missing output parameter 'OEE' for ID: ID_266
-WARNING:root:Missing output parameter 'OEE' for ID: ID_583
-WARNING:root:Missing output parameter 'OEE' for ID: ID_829
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1918
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1919
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1920
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1921
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1922
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1923
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1924
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1925
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1926
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1927
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1928
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1929
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1930
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1931
-WARNING:root:Missing output parameter 'OEE' for ID: ID_1949
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2013
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2014
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2015
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2016
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2017
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2018
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2019
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2020
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2021
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2022
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2023
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2024
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2025
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2026
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2027
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2028
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2029
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2030
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2031
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2032
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2033
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2034
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2035
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2036
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2043
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2044
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2045
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2046
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2047
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2048
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2049
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2050
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2051
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2052
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2053
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2054
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2055
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2056
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2057
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2068
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2118
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2119
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2120
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2121
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2122
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2123
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2124
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2125
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2126
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2127
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2128
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2129
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2130
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2131
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2132
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2133
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2134
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2135
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2136
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2137
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2138
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2139
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2140
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2141
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2142
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2143
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2144
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2145
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2146
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2147
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2148
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2149
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2150
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2151
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2152
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2153
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2154
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2172
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2225
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2226
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2227
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2228
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2229
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2230
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2231
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2232
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2233
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2234
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2235
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2243
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2244
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2245
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2246
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2247
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2248
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2249
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2250
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2251
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2252
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2253
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2254
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2255
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2256
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2257
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2258
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2259
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2260
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2272
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2330
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2331
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2332
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2333
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2334
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2335
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2336
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2337
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2338
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2339
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2340
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2341
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2342
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2343
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2344
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2345
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2346
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2347
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2348
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2349
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2350
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2351
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2352
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2353
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2354
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2355
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2363
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2364
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2365
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2366
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2367
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2368
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2369
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2370
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2371
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2372
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2373
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2374
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2375
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2376
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2377
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2378
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2379
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2380
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2381
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2393
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2429
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2430
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2431
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2432
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2433
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2434
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2435
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2436
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2437
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2438
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2439
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2440
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2441
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2442
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2443
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2444
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2445
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2462
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2535
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2536
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2537
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2538
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2539
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2540
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2541
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2542
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2543
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2544
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2545
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2546
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2547
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2548
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2549
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2550
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2551
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2552
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2553
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2554
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2555
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2556
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2557
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2558
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2559
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2560
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2561
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2579
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2643
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2644
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2645
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2646
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2647
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2648
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2649
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2650
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2651
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2659
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2660
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2661
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2662
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2663
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2664
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2665
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2666
-WARNING:root:Missing output parameter 'OEE' for ID: ID_2677
-WARNING:root:Missing output parameter 'OEE' for ID: ID_3523
-WARNING:root:Missing output parameter 'OEE' for ID: ID_3645
-INFO:root:Extracted data with 3579 valid records.
-INFO:root:Cleaned data shape: (3579, 12)
-INFO:root:Data scaling completed using MinMaxScaler
-INFO:root:Data split into train (X_train: (2863, 4), y_train: (2863, 8)) and test (X_test: (716, 4), y_test: (716, 8))
-INFO:root:Saved train data to train_data_1.npz
-INFO:root:Saved test data to test_data_1.npz
-INFO:root:Scalers saved to scaler_X.pkl and scaler_y.pkl
diff --git a/backend/app/data_preprocessing.py b/backend/app/data_preprocessing.py
deleted file mode 100644
index 5b49c39e25246bab76551a3a18b7fec430291460..0000000000000000000000000000000000000000
--- a/backend/app/data_preprocessing.py
+++ /dev/null
@@ -1,160 +0,0 @@
-import json
-import ast
-import pandas as pd
-import numpy as np
-import pickle
-import logging
-from sklearn.preprocessing import StandardScaler, MinMaxScaler
-from sklearn.model_selection import train_test_split
-
-# Logging setup
-logging.basicConfig(filename='data_preprocessing.log', level=logging.INFO)
-
-class DataPreprocessor:
-    def __init__(self, file_path, input_params, output_params, scaler_type='MinMaxScaler', test_size=0.2):
-        self.file_path = file_path
-        self.input_params = input_params
-        self.output_params = output_params
-        self.scaler_type = scaler_type
-        self.test_size = test_size
-        self.data = self.load_json()
-
-    def load_json(self):
-        """Load data from JSON file."""
-        try:
-            with open(self.file_path, 'r') as file:
-                data = json.load(file)
-                logging.info(f"Successfully loaded JSON data from {self.file_path}")
-                return data
-        except Exception as e:
-            logging.error(f"Failed to load JSON file: {str(e)}")
-            raise
-
-    def extract_data(self):
-        """Extract input and output data based on specified parameters."""
-        input_data = {param: [] for param in self.input_params}
-        output_data = {param: [] for param in self.output_params}
-        ids = self.data[self.input_params[0]].keys()
-
-        for id_key in ids:
-            valid = True
-            temp_input_data = {}
-            temp_output_data = {}
-
-            for param in self.input_params:
-                value = self.data[param].get(id_key)
-                if value is not None:
-                    temp_input_data[param] = value
-                else:
-                    valid = False
-                    logging.warning(f"Missing input parameter '{param}' for ID: {id_key}")
-                    break
-
-            if valid:
-                for param in self.output_params:
-                    if param == 'Throughput':
-                        throughput_value = self.data[param].get(id_key)
-                        if throughput_value is not None:
-                            try:
-                                temp_output_data[param] = ast.literal_eval(throughput_value)['Sink']
-                            except (ValueError, SyntaxError):
-                                valid = False
-                                logging.error(f"Invalid format for 'Throughput' at ID: {id_key}")
-                                break
-                        else:
-                            valid = False
-                            logging.warning(f"Missing 'Throughput' parameter for ID: {id_key}")
-                            break
-                    else:
-                        value = self.data[param].get(id_key)
-                        if value is not None:
-                            temp_output_data[param] = value
-                        else:
-                            valid = False
-                            logging.warning(f"Missing output parameter '{param}' for ID: {id_key}")
-                            break
-
-            if valid:
-                for param in self.input_params:
-                    input_data[param].append(temp_input_data[param])
-                for param in self.output_params:
-                    output_data[param].append(temp_output_data[param])
-
-        logging.info(f"Extracted data with {len(input_data[self.input_params[0]])} valid records.")
-        return pd.DataFrame(input_data), pd.DataFrame(output_data)
-
-    def clean_data(self, input_df, output_df):
-        """Combine input and output data and clean it by removing rows with missing values."""
-        combined_data = pd.concat([input_df, output_df], axis=1)
-        cleaned_data = combined_data.dropna()
-        logging.info(f"Cleaned data shape: {cleaned_data.shape}")
-        return cleaned_data
-
-    def process_data(self, combined_data):
-        """Scale the input and output data using specified scaler."""
-        if self.scaler_type == 'StandardScaler':
-            scaler_X = StandardScaler()
-            scaler_y = StandardScaler()
-        elif self.scaler_type == 'MinMaxScaler':
-            scaler_X = MinMaxScaler()
-            scaler_y = MinMaxScaler()
-
-        X_processed = scaler_X.fit_transform(combined_data[self.input_params])
-        y_processed = scaler_y.fit_transform(combined_data[self.output_params])
-        logging.info(f"Data scaling completed using {self.scaler_type}")
-        return X_processed, y_processed, scaler_X, scaler_y
-
-    def save_data(self, X_processed, y_processed, usage, index):
-        """Save processed data to .npz files for training/testing."""
-        file_prefix = f"{usage}_data_{index}"
-        np.savez(f'{file_prefix}.npz', X=X_processed, y=y_processed)
-        logging.info(f"Saved {usage} data to {file_prefix}.npz")
-
-    def save_scalers(self, scaler_X, scaler_y):
-        """Save scalers to pickle files."""
-        with open('scaler_X.pkl', 'wb') as f:
-            pickle.dump(scaler_X, f)
-        with open('scaler_y.pkl', 'wb') as f:
-            pickle.dump(scaler_y, f)
-        logging.info("Scalers saved to scaler_X.pkl and scaler_y.pkl")
-
-    def run(self, usage, index):
-        """Main preprocessing pipeline: extraction, cleaning, processing, and saving."""
-        try:
-            # Step 1: Extract data
-            input_df, output_df = self.extract_data()
-
-            # Step 2: Clean the data
-            cleaned_data = self.clean_data(input_df, output_df)
-
-            # Step 3: Process the data (scaling)
-            X_processed, y_processed, scaler_X, scaler_y = self.process_data(cleaned_data)
-
-            # Step 4: Split data into training and testing
-            X_train, X_test, y_train, y_test = train_test_split(X_processed, y_processed, test_size=self.test_size, random_state=42)
-            logging.info(f"Data split into train (X_train: {X_train.shape}, y_train: {y_train.shape}) and test (X_test: {X_test.shape}, y_test: {y_test.shape})")
-
-            # Step 5: Save processed data
-            self.save_data(X_train, y_train, usage='train', index=index)
-            self.save_data(X_test, y_test, usage='test', index=index)
-
-            # Step 6: Save scalers
-            self.save_scalers(scaler_X, scaler_y)
-
-        except Exception as e:
-            logging.error(f"Data Preprocessing Failed: {str(e)}")
-            raise
-
-# Standalone execution for testing
-if __name__ == '__main__':
-    # Specify input/output parameters and scaler type
-    input_params = ['AmountServer', 'Coolingdefect', 'InterarrivalTime', 'defekteModulanzahl']
-    output_params = ['OEE', 'TotalAverageQueueLength', 'ProcessingTimeAverage', 'WaitingTimeAverage', 'MovingTimeAverage', 'FailedTimeAverage', 'BlockedTimeAverage', 'Throughput']
-    scaler_type = 'MinMaxScaler'  # or 'StandardScaler'
-
-    # Provide file path to JSON data (adjust accordingly)
-    file_path = './datas/uploads/scenario_analysis_result_MAN_Test_hl.json'
-
-    # Instantiate the data processor and run the preprocessing
-    preprocessor = DataPreprocessor(file_path, input_params, output_params, scaler_type)
-    preprocessor.run(usage='train', index=1)
\ No newline at end of file
diff --git a/backend/app/datas/processed/Experiment_1/data_1_test.npz b/backend/app/datas/processed/Experiment_1/data_1_test.npz
deleted file mode 100644
index 0214ec0c169aee59f8000da114db0c57e1c79b29..0000000000000000000000000000000000000000
Binary files a/backend/app/datas/processed/Experiment_1/data_1_test.npz and /dev/null differ
diff --git a/backend/app/datas/processed/Experiment_1/data_1_train.npz b/backend/app/datas/processed/Experiment_1/data_1_train.npz
deleted file mode 100644
index 88f3b7f37565b16b077a5df8c1b345ebe3d254d1..0000000000000000000000000000000000000000
Binary files a/backend/app/datas/processed/Experiment_1/data_1_train.npz and /dev/null differ
diff --git a/backend/app/datas/processed/Experiment_1/params.json b/backend/app/datas/processed/Experiment_1/params.json
index 551c773fdbc2a918e850d7885e99fba5c380c3e0..dd67da368461b014ab9131b0cbd2756efc388799 100644
--- a/backend/app/datas/processed/Experiment_1/params.json
+++ b/backend/app/datas/processed/Experiment_1/params.json
@@ -1,21 +1 @@
-{
-    "input_params": [
-      "AmountServer",
-      "CoolingDefect",
-      "InterarrivalTime [s]",
-      "DefekteModulanzahl"
-    ],
-    "output_params": [
-      "AverageServerUtilisation",
-      "AverageFlowTime [s]",
-      "OEE",
-      "TotalAverageQueueLength",
-      "ProcessingTimeAverage [s]",
-      "WaitingTimeAverage [s]",
-      "MovingTimeAverage [s]",
-      "FailedTimeAverage [s]",
-      "BlockedTimeAverage [s]",
-      "Throughput"
-    ]
-}
-  
\ No newline at end of file
+{"input_params": ["AmountServer", "Coolingdefect", "InterarrivalTime", "defekteModulanzahl"], "output_params": ["AverageServerUtilisation", "AverageFlowTime", "OEE", "TotalAverageQueueLength", "ProcessingTimeAverage", "WaitingTimeAverage", "MovingTimeAverage", "FailedTimeAverage", "BlockedTimeAverage", "Throughput"], "file_name": "scenario_analysis_result_MAN_Test_hl.json"}
\ No newline at end of file
diff --git a/backend/app/datas/processed/Experiment_1/scaler_X.pkl b/backend/app/datas/processed/Experiment_1/scaler_X.pkl
index c2761cfab116d23af3654c68b7c4e0d0cfbb1724..6972666d4819203436594ed3e2d8d773dc162f70 100644
Binary files a/backend/app/datas/processed/Experiment_1/scaler_X.pkl and b/backend/app/datas/processed/Experiment_1/scaler_X.pkl differ
diff --git a/backend/app/datas/processed/Experiment_1/scaler_y.pkl b/backend/app/datas/processed/Experiment_1/scaler_y.pkl
index f41474d91c177a9bf85adefb6d3e1f4e21ce3625..6a67ff6646358944a90628535567c3f9f9afd222 100644
Binary files a/backend/app/datas/processed/Experiment_1/scaler_y.pkl and b/backend/app/datas/processed/Experiment_1/scaler_y.pkl differ
diff --git a/backend/app/datas/processed/Experiment_1/test_data.npz b/backend/app/datas/processed/Experiment_1/test_data.npz
new file mode 100644
index 0000000000000000000000000000000000000000..afe01fb0f1d062e16a9924198848039dcb50c430
Binary files /dev/null and b/backend/app/datas/processed/Experiment_1/test_data.npz differ
diff --git a/backend/app/datas/processed/Experiment_1/train_data.npz b/backend/app/datas/processed/Experiment_1/train_data.npz
new file mode 100644
index 0000000000000000000000000000000000000000..f1a7bdfd107d5c1984adc1e3caffd361b13b1d69
Binary files /dev/null and b/backend/app/datas/processed/Experiment_1/train_data.npz differ
diff --git a/backend/app/models/Experiment_1/model.h5 b/backend/app/models/Experiment_1/model.h5
deleted file mode 100644
index 0ce9831dd9bc8e5c40d0cfbd77299284e6b8a1b2..0000000000000000000000000000000000000000
Binary files a/backend/app/models/Experiment_1/model.h5 and /dev/null differ
diff --git a/backend/app/models/Experiment_1_bayesian/best_model/keras_metadata.pb b/backend/app/models/Experiment_1_bayesian/best_model/keras_metadata.pb
new file mode 100644
index 0000000000000000000000000000000000000000..02b566c59ae3125075cb3da417775fafed00c812
--- /dev/null
+++ b/backend/app/models/Experiment_1_bayesian/best_model/keras_metadata.pb
@@ -0,0 +1,22 @@
+
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@@ -0,0 +1 @@
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diff --git a/backend/app/project_greedy/tuner0.json b/backend/app/models/Experiment_1_hyperband/tuner0.json
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new file mode 100644
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similarity index 100%
rename from backend/app/project_hyperband/best_pipeline
rename to backend/app/models/Experiment_1_random/best_pipeline
diff --git a/backend/app/project_hyperband/graph b/backend/app/models/Experiment_1_random/graph
similarity index 100%
rename from backend/app/project_hyperband/graph
rename to backend/app/models/Experiment_1_random/graph
diff --git a/backend/app/models/Experiment_1_random/oracle.json b/backend/app/models/Experiment_1_random/oracle.json
new file mode 100644
index 0000000000000000000000000000000000000000..c909541568cbde6ef717b337454167e322cfc4cd
--- /dev/null
+++ b/backend/app/models/Experiment_1_random/oracle.json
@@ -0,0 +1 @@
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diff --git a/backend/app/project_hyperband/trial_024/checkpoint b/backend/app/models/Experiment_1_random/trial_024/checkpoint
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diff --git a/backend/app/project_hyperband/trial_044/checkpoint b/backend/app/models/Experiment_1_random/trial_044/checkpoint
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diff --git a/backend/app/project_hyperband/trial_074/checkpoint b/backend/app/models/Experiment_1_random/trial_074/checkpoint
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\ No newline at end of file
diff --git a/backend/app/models/bayesian_model/saved_model.pb b/backend/app/models/bayesian_model/saved_model.pb
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diff --git a/backend/app/models/model_store.py b/backend/app/models/model_store.py
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/backend/app/modeltrainingtest.py b/backend/app/modeltrainingtest.py
deleted file mode 100644
index c304746a38bb140d0b6ae46850da8cedf4f2c359..0000000000000000000000000000000000000000
--- a/backend/app/modeltrainingtest.py
+++ /dev/null
@@ -1,111 +0,0 @@
-import os
-import json
-import pickle
-import numpy as np
-from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import MinMaxScaler, StandardScaler
-import autokeras as ak
-from concurrent.futures import ThreadPoolExecutor
-
-# Directories
-UPLOAD_DIRECTORY = "./datas/uploads/"  # same as data directory
-MODEL_DIRECTORY = "./models/"
-PROCESSED_DIRECTORY = "./datas/processed/"
-
-def load_processed_data(file_prefix):
-    """Load the processed training and testing data from .npz files."""
-    try:
-        # Use os.path.join to ensure proper path construction
-        train_file_path = os.path.join(PROCESSED_DIRECTORY, f'{file_prefix}_train.npz')
-        test_file_path = os.path.join(PROCESSED_DIRECTORY, f'{file_prefix}_test.npz')
-        
-        # Load the .npz files
-        train_data = np.load(train_file_path)
-        test_data = np.load(test_file_path)
-        
-        X_train, y_train = train_data['X'], train_data['y']
-        X_test, y_test = test_data['X'], test_data['y']
-        
-        return X_train, X_test, y_train, y_test
-    except Exception as e:
-        print(f"Error loading processed data: {e}")
-        raise
-
-
-def train_model(tuner_type, X_train, y_train, X_val, y_val, project_name, scaler_X, scaler_y, input_params, output_params):
-    """Train the model using the specified tuner and save the model and scalers."""
-    regressor = ak.StructuredDataRegressor(
-        project_name=project_name,
-        tuner=tuner_type,
-        max_trials=100,
-        overwrite=True,
-        loss='mean_absolute_error'
-    )
-    regressor.fit(X_train, y_train, validation_data=(X_val, y_val), epochs=100)
-    
-    # Save the model and scalers
-    model_dir = os.path.join(MODEL_DIRECTORY, f"{project_name}_{tuner_type}")
-    os.makedirs(model_dir, exist_ok=True)
-    regressor.export_model().save(os.path.join(model_dir, "model.h5"))
-    
-    with open(os.path.join(model_dir, "scaler_X.pkl"), "wb") as f:
-        pickle.dump(scaler_X, f)
-    with open(os.path.join(model_dir, "scaler_y.pkl"), "wb") as f:
-        pickle.dump(scaler_y, f)
-    
-    # Save input and output params
-    params = {"input_params": input_params, "output_params": output_params}
-    with open(os.path.join(model_dir, "params.json"), "w") as f:
-        json.dump(params, f)
-    
-    print(f"Model saved at: {model_dir}")
-    return model_dir
-
-
-def preprocess_data(file_prefix, input_params, output_params, scaler_type):
-    """Load and preprocess data using the specified scaler."""
-    X_train, X_test, y_train, y_test = load_processed_data(file_prefix)
-
-    # Apply the scaler to the data
-    if scaler_type == 'StandardScaler':
-        scaler_X = StandardScaler()
-        scaler_y = StandardScaler()
-    elif scaler_type == 'MinMaxScaler':
-        scaler_X = MinMaxScaler()
-        scaler_y = MinMaxScaler()
-
-    X_train = scaler_X.fit_transform(X_train)
-    y_train = scaler_y.fit_transform(y_train)
-    X_test = scaler_X.transform(X_test)
-    y_test = scaler_y.transform(y_test)
-
-    return X_train, X_test, y_train, y_test, scaler_X, scaler_y
-
-
-def main():
-    # Define parameters
-    project_name = "Experiment 1"  # Define a project name
-    file_prefix = "data_1"  # Change this to match the processed file prefix
-    input_params = ["AmountServer", "Coolingdefect", "InterarrivalTime", "defekteModulanzahl"]
-    output_params = ["AverageServerUtilisation", "AverageFlowTime", "OEE", "TotalAverageQueueLength", 
-                     "ProcessingTimeAverage", "WaitingTimeAverage", "MovingTimeAverage", "FailedTimeAverage", 
-                     "BlockedTimeAverage", "Throughput"]
-    scaler_type = "MinMaxScaler"  # or "StandardScaler"
-
-    # Preprocess data
-    X_train, X_test, y_train, y_test, scaler_X, scaler_y = preprocess_data(file_prefix, input_params, output_params, scaler_type)
-    
-    # Split data into validation set (X_val, y_val) using a portion of the training data
-    X_train, X_val, y_train, y_val = train_test_split(X_train, y_train, test_size=0.1, random_state=42)
-    
-    # Train models with different tuners in parallel
-    tuners = ['random', 'bayesian', 'hyperband', 'greedy']
-    with ThreadPoolExecutor() as executor:
-        futures = [executor.submit(train_model, tuner, X_train, y_train, X_val, y_val, project_name, 
-                                  scaler_X, scaler_y, input_params, output_params) for tuner in tuners]
-        for future in futures:
-            future.result()  # Wait for the result and catch any exceptions
-
-
-if __name__ == "__main__":
-    main()
diff --git a/backend/app/oldAPI.py b/backend/app/oldAPI.py
deleted file mode 100644
index e6212cbf1c4d4bfc2041c07358e8a653abeab22f..0000000000000000000000000000000000000000
--- a/backend/app/oldAPI.py
+++ /dev/null
@@ -1,382 +0,0 @@
-from typing import Dict, List, Any
-from fastapi import FastAPI, UploadFile, File, Form, HTTPException
-from fastapi.middleware.cors import CORSMiddleware
-from pydantic import BaseModel
-import tensorflow as tf
-import autokeras as ak  # Required for imported AutoKeras custom layers
-import numpy as np
-import os
-import shutil
-import joblib
-import pickle
-import pandas as pd
-import json
-# from tensorflow.keras.models import load_model # changes depending on Tensorflow version
-from tensorflow import keras
-from keras.layers import Dense
-from keras.models import Sequential, load_model
-from sklearn.preprocessing import MinMaxScaler
-
-
-app = FastAPI()
-
-origins = ["http://localhost:5173"]
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=origins,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-# Defining Input Class
-class DynamicInputData(BaseModel):
-    model_name: str
-    input_data: Dict[str, float]
-    input_params: List[str]
-    output_params: List[str]
-
-class PredictionRequest(BaseModel):
-    model_name: str
-    input_data: Dict[str, float]
-
-# Define Directories
-MODEL_DIRECTORY = "./app/models/"
-SCALER_DIRECTORY = "./app/scalers/"
-
-os.makedirs(MODEL_DIRECTORY, exist_ok=True)
-os.makedirs(SCALER_DIRECTORY, exist_ok=True)
-
-# Store loaded models and scalers
-loaded_models = {}
-loaded_scalers = {}
-loaded_metadata = {}  # Store input/output parameter names dynamically
-
-
-class LoadModelRequest(BaseModel):
-    model_name: str
-
-
-@app.get("/models")
-def get_models():
-    """Get the list of available models."""
-    return {"models": [f for f in os.listdir(MODEL_DIRECTORY) if os.path.isdir(os.path.join(MODEL_DIRECTORY, f))]}
-
-
-
-# might be implemented in the future, for possibility to upload a model from frontend
-# @app.post("/upload")
-# async def upload_model(file: UploadFile = File(...)):
-#     """Upload and extract a zipped Keras model along with scalers."""
-#     file_location = os.path.join(MODEL_DIRECTORY, file.filename)
-#     with open(file_location, "wb") as f:
-#         shutil.copyfileobj(file.file, f)
-
-#     model_name = os.path.splitext(file.filename)[0]
-#     extract_location = os.path.join(MODEL_DIRECTORY, model_name)
-
-#     shutil.unpack_archive(file_location, extract_location)
-
-#     # Move scalers to dedicated directory
-#     scaler_dir = os.path.join(SCALER_DIRECTORY, model_name)
-#     os.makedirs(scaler_dir, exist_ok=True)
-
-#     try:
-#         shutil.move(os.path.join(extract_location, "scaler_X.pkl"), os.path.join(scaler_dir, "scaler_X.pkl"))
-#         shutil.move(os.path.join(extract_location, "scaler_y.pkl"), os.path.join(scaler_dir, "scaler_y.pkl"))
-#     except Exception:
-#         pass  # Ignore if scalers are not found
-
-#     return {"message": "Model uploaded successfully", "model_name": model_name}
-
-
-@app.post("/load_model")
-def load_model_api(data: LoadModelRequest):
-    """Load a model and extract input/output parameter names dynamically."""
-    model_name = data.model_name
-    model_path = os.path.join(MODEL_DIRECTORY, model_name)
-
-    if not os.path.exists(model_path):
-        raise HTTPException(status_code=404, detail="Model not found.")
-
-    try:
-        # Debugging: Print path
-        print(f"Loading model from: {model_path}")
-
-        model = load_model(model_path, custom_objects=ak.CUSTOM_OBJECTS)
-
-        # Debugging: Model structure
-        print(f"Model loaded successfully: {model.summary()}")
-
-        scaler_X_path = os.path.join(SCALER_DIRECTORY, model_name, "scaler_X.pkl")
-        scaler_Y_path = os.path.join(SCALER_DIRECTORY, model_name, "scaler_y.pkl")
-
-        scaler_X, scaler_Y = None, None
-        if os.path.exists(scaler_X_path):
-            scaler_X = joblib.load(scaler_X_path)
-            print("Scaler X loaded successfully")
-        if os.path.exists(scaler_Y_path):
-            scaler_Y = joblib.load(scaler_Y_path)
-            print("Scaler Y loaded successfully")
-
-        loaded_models[model_name] = model
-        loaded_scalers[model_name] = {"scaler_X": scaler_X, "scaler_Y": scaler_Y}
-
-        # Extract input & output parameters dynamically, all problems here
-        input_params = [layer["config"]["name"] for layer in model.get_config()["layers"] if layer["class_name"] == "InputLayer"]
-        output_params = [layer["config"]["name"] for layer in model.get_config()["layers"] if "output" in layer["config"]["name"].lower()]
-
-
-
-        loaded_metadata[model_name] = {
-            "input_params": input_params,
-            "output_params": output_params
-        }
-
-        print(f"Extracted input params: {input_params}")
-        print(f"Extracted output params: {output_params}")
-
-        return {"message": f"Model {model_name} + Scalers loaded successfully!"}
-
-    except Exception as e:
-        print(f"Error loading model {model_name}: {str(e)}")  # Debugging
-        raise HTTPException(status_code=500, detail=f"Failed to load model: {str(e)}")
-
-
-@app.post("/predict")
-def predict(data: DynamicInputData):
-    """Make a prediction using a dynamically loaded model with defined input/output parameters."""
-    print(f"Received Prediction Request: {data}")  # Debugging
-
-    model_name = data.model_name
-    input_params = data.input_params
-    output_params = data.output_params
-
-    if model_name not in loaded_models:
-        return {"error": "Model is not loaded"}
-
-    model = loaded_models[model_name]
-    scalers = loaded_scalers.get(model_name, {})
-
-    scaler_X = scalers.get("scaler_X")
-    scaler_Y = scalers.get("scaler_Y")
-
-    try:
-        # Prepare input data dynamically
-        input_values = np.array([[data.input_data.get(param, 0) for param in input_params]])
-        input_values = np.expand_dims(input_values, axis=0)  # Ensure batch dimension is added
-        print(f"Input values: {input_values}")  # Debugging
-
-        input_df = pd.DataFrame(input_values, columns=input_params)
-        input_scaled = scaler_X.transform(input_df)
-
-        raw_prediction = model(input_scaled)
-        raw_prediction = raw_prediction.numpy()
-
-        print(f"Raw model output: {raw_prediction}")  # Debugging
-
-        # Inverse scale and format output dynamically
-        if scaler_Y:
-            prediction_scaled = scaler_Y.inverse_transform(raw_prediction).tolist()[0]
-        else:
-            prediction_scaled = raw_prediction.tolist()[0]
-
-        result = {output_params[i]: prediction_scaled[i] for i in range(len(output_params))}
-        print(f"Final Prediction Result: {result}")  # Debugging
-
-        return {"prediction": result}
-
-    except Exception as e:
-        print(f"Prediction Error: {str(e)}")  # Debugging
-        return {"error": str(e)}
-
-
-
-
-# from typing import Dict, List, Any
-# from fastapi import FastAPI, UploadFile, File, Form, HTTPException
-# from fastapi.middleware.cors import CORSMiddleware
-# from pydantic import BaseModel
-# import tensorflow as tf
-# import autokeras as ak  # Required for imported AutoKeras custom layers
-# import numpy as np
-# import os
-# import shutil
-# import joblib
-# import pickle
-# import pandas as pd
-# import json
-# # from tensorflow.keras.models import load_model # changes depending on Tensorflow version
-# from tensorflow import keras
-# from keras.layers import Dense
-# from keras.models import Sequential, load_model
-# from sklearn.preprocessing import MinMaxScaler
-
-
-# app = FastAPI()
-
-# origins = ["http://localhost:5173"]
-
-# app.add_middleware(
-#     CORSMiddleware,
-#     allow_origins=origins,
-#     allow_credentials=True,
-#     allow_methods=["*"],
-#     allow_headers=["*"],
-# )
-
-# # Defining Schema
-# class LoadModelRequest(BaseModel):
-#     model_name: str
-
-
-
-# MODEL_DIRECTORY = "./app/models/"
-# SCALER_DIRECTORY = "./app/scalers/"
-
-# os.makedirs(MODEL_DIRECTORY, exist_ok=True)
-# os.makedirs(SCALER_DIRECTORY, exist_ok=True)
-
-# # Store loaded models in memory
-# loaded_models = {}
-# loaded_scalers = {}
-
-# def load_models():
-#     """Load available models."""
-#     return [f for f in os.listdir(MODEL_DIRECTORY) if os.path.isdir(os.path.join(MODEL_DIRECTORY, f))]
-
-# @app.get("/models")
-# def get_models():
-#     """Get the list of available models."""
-#     return {"models": load_models()}
-
-# @app.get("/model_info/{model_name}")
-# def get_model_info(model_name: str):
-#     """Retrieve the input and output parameters for a loaded model."""
-#     if model_name not in loaded_models:
-#         raise HTTPException(status_code=404, detail="Model not found or not loaded.")
-
-#     try:
-#         model = loaded_models[model_name]
-#         input_params = model.input_names  # Extract input names
-#         output_params = [node.name for node in model.output]  # Extract output names
-
-#         return {
-#             "input_params": input_params,
-#             "output_params": output_params,
-#         }
-#     except Exception as e:
-#         return {"error": f"Failed to retrieve model info: {str(e)}"}
-
-# @app.post("/upload")
-# async def upload_model(file: UploadFile = File(...)):
-#     """Upload and extract a zipped Keras model along with scalers."""
-#     file_location = os.path.join(MODEL_DIRECTORY, file.filename)
-#     with open(file_location, "wb") as f:
-#         shutil.copyfileobj(file.file, f)
-    
-#     model_name = os.path.splitext(file.filename)[0]
-#     extract_location = os.path.join(MODEL_DIRECTORY, model_name)
-    
-#     shutil.unpack_archive(file_location, extract_location)
-
-#     # Move scalers to dedicated directory
-#     scaler_dir = os.path.join(SCALER_DIRECTORY, model_name)
-#     os.makedirs(scaler_dir, exist_ok=True)
-
-#     try:
-#         shutil.move(os.path.join(extract_location, "scaler_X.pkl"), os.path.join(scaler_dir, "scaler_X.pkl"))
-#         shutil.move(os.path.join(extract_location, "scaler_y.pkl"), os.path.join(scaler_dir, "scaler_y.pkl"))
-#     except Exception as e:
-#         return {"error": f"Failed to move scalers: {str(e)}"}
-
-#     return {"message": "Model uploaded successfully", "model_name": model_name}
-
-# @app.post("/load_model")
-# def load_model_api(data: LoadModelRequest):  
-#     print(f"Received model_name: {data.model_name}")  # Debugging
-
-#     model_name = data.model_name  
-#     if not model_name:
-#         raise HTTPException(status_code=400, detail="Model name is required.")
-
-#     model_path = os.path.join(MODEL_DIRECTORY, model_name)
-#     # test scaler
-#     scaler_x_path = os.path.join(SCALER_DIRECTORY, model_name, "scaler_X.pkl")
-#     scaler_y_path = os.path.join(SCALER_DIRECTORY, model_name, "scaler_y.pkl")
-    
-#     if not os.path.exists(model_path):
-#         return {"error": "Model not found"}
-
-#     try:
-#         model = load_model(model_path, custom_objects=ak.CUSTOM_OBJECTS)
-#         scaler_X = joblib.load(scaler_x_path)
-#         scaler_Y = joblib.load(scaler_y_path)
-        
-#         loaded_models[model_name] = model
-#         loaded_scalers[model_name] = {"scaler_X": scaler_X, "scaler_Y": scaler_Y}
-
-#         return {"message": f"Model {model_name} + Scalers loaded successfully!"}
-#     except Exception as e:
-#         return {"error": f"Failed to load model: {str(e)}"}
-    
-# class DynamicInputData(BaseModel):
-#     model_name: str
-#     input_data: Dict[str, float]
-#     input_params: List[str]
-#     output_params: List[str]
-
-# @app.post("/predict")
-# def predict(data: DynamicInputData):
-#     """Make a prediction using a dynamically loaded model with defined input/output parameters."""
-#     print(f"Received Prediction Request: {data}")  # Debugging
-
-#     model_name = data.model_name
-#     input_params = data.input_params
-#     output_params = data.output_params
-
-#     if model_name not in loaded_models:
-#         return {"error": "Model is not loaded"}
-
-#     model = loaded_models[model_name]
-#     scalers = loaded_scalers.get(model_name, {})
-
-#     scaler_X = scalers.get("scaler_X")
-#     scaler_Y = scalers.get("scaler_Y")
-
-#     try:
-#         # Prepare input data dynamically
-#         input_values = np.array([[data.input_data.get(param, 0) for param in input_params]])
-#         print(f"Input values: {input_values}")  # Debugging
-
-#         input_df = pd.DataFrame(input_values, columns=input_params)
-#         input_scaled = scaler_X.transform(input_df)
-
-#         raw_prediction = model(input_scaled)
-#         raw_prediction = raw_prediction.numpy()
-
-#         print(f"Raw model output: {raw_prediction}")  # Debugging
-
-#         # Inverse scale and format output dynamically
-#         if scaler_Y:
-#             prediction_scaled = scaler_Y.inverse_transform(raw_prediction).tolist()[0]
-#         else:
-#             prediction_scaled = raw_prediction.tolist()[0]
-
-#         result = {output_params[i]: prediction_scaled[i] for i in range(len(output_params))}
-#         print(f"Final Prediction Result: {result}")  # Debugging
-
-#         return {"prediction": result}
-
-#     except Exception as e:
-#         print(f"Prediction Error: {str(e)}")  # Debugging
-#         return {"error": str(e)}
-
-
-
-
-
-
-
-
diff --git a/backend/app/project_bayesian/best_model/keras_metadata.pb b/backend/app/project_bayesian/best_model/keras_metadata.pb
deleted file mode 100644
index 8cd6a2c2f9a5bc36eff6c6f55b01b322bbce6828..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/best_model/keras_metadata.pb
+++ /dev/null
@@ -1,17 +0,0 @@
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\ No newline at end of file
diff --git a/backend/app/project_bayesian/best_model/saved_model.pb b/backend/app/project_bayesian/best_model/saved_model.pb
deleted file mode 100644
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\ No newline at end of file
diff --git a/backend/app/project_bayesian/training_time.json b/backend/app/project_bayesian/training_time.json
deleted file mode 100644
index d855244407593d66283f2facffc40ca4126e88ec..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/training_time.json
+++ /dev/null
@@ -1 +0,0 @@
-{"training_time": 7278.358985185623}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_000/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_000/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_000/checkpoint.index b/backend/app/project_bayesian/trial_000/checkpoint.index
deleted file mode 100644
index 23c2b3a9db2b293e242a36ac38faf7cf73a41343..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_000/trial.json b/backend/app/project_bayesian/trial_000/trial.json
deleted file mode 100644
index a842a5a7daf6d0c9c64617fd3cfa2a989b63e1ae..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_000/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "000", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2621164321899414], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.5288212299346924], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7913805842399597], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0348635911941528], "step": 0}]}}}, "score": 0.7913805842399597, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_001/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_001/checkpoint.data-00000-of-00001
deleted file mode 100644
index 93eab9d8a35f3c4e949e25fc9d5865d3f8c17c23..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_001/checkpoint.index b/backend/app/project_bayesian/trial_001/checkpoint.index
deleted file mode 100644
index f39d1ffc5c06ec18929ed24de06da0365ee914cd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_001/trial.json b/backend/app/project_bayesian/trial_001/trial.json
deleted file mode 100644
index 9de97790ac555661156cb9fc8e8163b98bae7d61..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_001/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "001", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7519281506538391], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9368560314178467], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7517590522766113], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9553235769271851], "step": 99}]}}}, "score": 0.7517590522766113, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_002/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_002/checkpoint.data-00000-of-00001
deleted file mode 100644
index 35330e07c4b010f2cdbbfcf375b968b4ae90a9e5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_002/checkpoint.index b/backend/app/project_bayesian/trial_002/checkpoint.index
deleted file mode 100644
index 86ebfa71f25eece3b5af5c88d48b29bf9f9c3f2e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_002/trial.json b/backend/app/project_bayesian/trial_002/trial.json
deleted file mode 100644
index 9ff76df983dd00a0f99bbbb05c5c4f97c70ca1ff..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_002/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "002", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7132173180580139], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1383793354034424], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6862854361534119], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0257787704467773], "step": 0}]}}}, "score": 0.6862854361534119, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_003/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_003/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8068ba41bae1f4f8f436804d7fada80d5f2cf661..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_003/checkpoint.index b/backend/app/project_bayesian/trial_003/checkpoint.index
deleted file mode 100644
index 69b8e98ac64df5a1b3d0359f5d0ce5272701354c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_003/trial.json b/backend/app/project_bayesian/trial_003/trial.json
deleted file mode 100644
index 75be9f887010f9b7ad113545b1cef860a2f4712d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_003/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "003", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7082725763320923], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.012717604637146], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.657757580280304], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9619017243385315], "step": 0}]}}}, "score": 0.657757580280304, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_004/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_004/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3631707373ce4712611bac8aa90dd42cecf255a1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_004/checkpoint.index b/backend/app/project_bayesian/trial_004/checkpoint.index
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index a30a457da5ac7fde56887ce2e607e485be69cfc4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_004/trial.json b/backend/app/project_bayesian/trial_004/trial.json
deleted file mode 100644
index 8a98e442218bc82f2608fde2dab8869025ccbc85..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_004/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "004", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4092285931110382], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.42697691917419434], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.40784159302711487], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.42433789372444153], "step": 97}]}}}, "score": 0.40784159302711487, "best_step": 97, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_005/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_005/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_bayesian/trial_005/trial.json b/backend/app/project_bayesian/trial_005/trial.json
deleted file mode 100644
index 6dbd93d9757e5d4273cd733ec4b1d8872830e7f7..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_005/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "005", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4144727289676666], "step": 69}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.42575353384017944], "step": 69}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.27244502305984497], "step": 69}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.21302232146263123], "step": 69}]}}}, "score": 0.27244502305984497, "best_step": 69, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_006/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_006/checkpoint.data-00000-of-00001
deleted file mode 100644
index 55d0f86f09178500dd1ff485984196023a82840a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_006/checkpoint.index b/backend/app/project_bayesian/trial_006/checkpoint.index
deleted file mode 100644
index cc7ac0c4c3f94203e53415bd83ee1152580a32c1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_006/trial.json b/backend/app/project_bayesian/trial_006/trial.json
deleted file mode 100644
index 8ae405862972780805c224135595f200c7b90ff7..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_006/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "006", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6901261806488037], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9992745518684387], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6846600770950317], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0455634593963623], "step": 1}]}}}, "score": 0.6846600770950317, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_007/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_007/checkpoint.data-00000-of-00001
deleted file mode 100644
index b2bf42a56c9609aa1aa5d9dcc4b570a5b53327fc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_007/checkpoint.index b/backend/app/project_bayesian/trial_007/checkpoint.index
deleted file mode 100644
index 109214f1b684f5258331780c9b99242ed4bd8d19..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_007/trial.json b/backend/app/project_bayesian/trial_007/trial.json
deleted file mode 100644
index 47942950da1b9781bc1b9d3f7465c4bbfe553a81..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_007/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "007", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15572381019592285], "step": 58}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07864737510681152], "step": 58}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1413700431585312], "step": 58}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.071921207010746], "step": 58}]}}}, "score": 0.1413700431585312, "best_step": 58, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_008/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_008/checkpoint.data-00000-of-00001
deleted file mode 100644
index c2aaa4a2f78483823741f2b2365b2cc76cac4073..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_008/checkpoint.index b/backend/app/project_bayesian/trial_008/checkpoint.index
deleted file mode 100644
index 2b366a09850e5398a5b5f75a4ede48699c7d069f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_008/trial.json b/backend/app/project_bayesian/trial_008/trial.json
deleted file mode 100644
index 560aeb979c217c89504a1dc0684231ecef041180..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_008/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "008", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7741475105285645], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0076984167099], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7170943021774292], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9239203929901123], "step": 99}]}}}, "score": 0.7170943021774292, "best_step": 99, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_009/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_009/checkpoint.data-00000-of-00001
deleted file mode 100644
index bc64b58e16a57cd1c5424ad2ca983f56ad31319f..0000000000000000000000000000000000000000
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index 4f3a3527223b1524a31b662df35dfc469c00a7ec..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_009/trial.json b/backend/app/project_bayesian/trial_009/trial.json
deleted file mode 100644
index 8a9bb047b83cfbcf61fdfd022dbbd588f9fc792a..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_009/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "009", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5773584842681885], "step": 80}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7388965487480164], "step": 80}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5452829003334045], "step": 80}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7150264382362366], "step": 80}]}}}, "score": 0.5452829003334045, "best_step": 80, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_010/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_010/checkpoint.data-00000-of-00001
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index f31379cd6cb984d9ccd99943a8bcd1450d68c1ef..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_010/trial.json b/backend/app/project_bayesian/trial_010/trial.json
deleted file mode 100644
index ded00f92e26dd20f8d1ccbbd6aa4af7e4055b14d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_010/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "010", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7685151100158691], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.041936993598938], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.710627555847168], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9671937227249146], "step": 99}]}}}, "score": 0.710627555847168, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_011/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_011/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_bayesian/trial_011/trial.json b/backend/app/project_bayesian/trial_011/trial.json
deleted file mode 100644
index eff0a5a63c3306ddc2e1dd1221624acde8e6c998..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_011/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "011", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.31838759779930115], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3022078573703766], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.28781062364578247], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2700425684452057], "step": 99}]}}}, "score": 0.28781062364578247, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_012/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_012/checkpoint.data-00000-of-00001
deleted file mode 100644
index ca59c940fc671e89e1861e09612456dadf6e0967..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_012/checkpoint.index b/backend/app/project_bayesian/trial_012/checkpoint.index
deleted file mode 100644
index e1aedf80686f593b8fffd0d97ae6cb1f5699c7d2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_012/trial.json b/backend/app/project_bayesian/trial_012/trial.json
deleted file mode 100644
index 3b9b0b34d54002278ce7eb4fec1e0c4ce418a6b0..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_012/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "012", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.32516002655029297], "step": 93}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2838720679283142], "step": 93}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17767740786075592], "step": 93}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11410659551620483], "step": 93}]}}}, "score": 0.17767740786075592, "best_step": 93, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_013/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_013/checkpoint.data-00000-of-00001
deleted file mode 100644
index 73ecbf1dfc95c62b47cdfa07ec3d34c682b3143e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_013/checkpoint.index b/backend/app/project_bayesian/trial_013/checkpoint.index
deleted file mode 100644
index 16baa76b6bd78f4b701e8391b299dbb2735fbba2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_013/trial.json b/backend/app/project_bayesian/trial_013/trial.json
deleted file mode 100644
index 20880458d06248825b08c81932f73ef2e0ef257d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_013/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "013", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6090236902236938], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8532622456550598], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6077038645744324], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8750207424163818], "step": 98}]}}}, "score": 0.6077038645744324, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_014/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_014/checkpoint.data-00000-of-00001
deleted file mode 100644
index e8aaff038b6d9aaeab3377c84b5eec268874f90c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_014/checkpoint.index b/backend/app/project_bayesian/trial_014/checkpoint.index
deleted file mode 100644
index e30fc05dc9ae03542d8b3880a435b8dcad7cf446..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_014/trial.json b/backend/app/project_bayesian/trial_014/trial.json
deleted file mode 100644
index 06e3ab8b76fb6f84834de8cea3a888b52f78a3ca..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_014/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "014", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.28918009996414185], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.25797897577285767], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18264493346214294], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12238255143165588], "step": 95}]}}}, "score": 0.18264493346214294, "best_step": 95, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_015/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_015/checkpoint.data-00000-of-00001
deleted file mode 100644
index 61527f1d645beebc98f495a7af420b5c0232327e..0000000000000000000000000000000000000000
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index 18f8517b54f9444605925265e7eeb77b6335d760..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_015/trial.json b/backend/app/project_bayesian/trial_015/trial.json
deleted file mode 100644
index 67608d4f009d171cc66ea1b127c6ab8b40b258c4..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_015/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "015", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6827059388160706], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.91900634765625], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6616606712341309], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8917635083198547], "step": 99}]}}}, "score": 0.6616606712341309, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_016/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_016/checkpoint.data-00000-of-00001
deleted file mode 100644
index 114b96313c5b1345c000d0ddb122bb9a699ba772..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_016/trial.json b/backend/app/project_bayesian/trial_016/trial.json
deleted file mode 100644
index 20d800240dc8f0abd0e269b7b516931f9669dddd..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_016/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "016", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6267122030258179], "step": 2}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8548669219017029], "step": 2}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5745314359664917], "step": 2}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7740381956100464], "step": 2}]}}}, "score": 0.5745314359664917, "best_step": 2, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_017/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_017/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_bayesian/trial_017/checkpoint.index b/backend/app/project_bayesian/trial_017/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_017/trial.json b/backend/app/project_bayesian/trial_017/trial.json
deleted file mode 100644
index 9d4cab7e07db1f31be9ed2ceaa636a479c291f22..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_017/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "017", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2391502857208252], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.491647720336914], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7975726127624512], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0618493556976318], "step": 0}]}}}, "score": 0.7975726127624512, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_018/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_018/checkpoint.data-00000-of-00001
deleted file mode 100644
index cb44805b3cf28b01cea1070fb3815477f7a7b89e..0000000000000000000000000000000000000000
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deleted file mode 100644
index fa6c73e575eb8066b4fbc6ec25b6d78bb075edfd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_018/trial.json b/backend/app/project_bayesian/trial_018/trial.json
deleted file mode 100644
index cd3f1625729d9d8e38fb4045cad6a2e585694e9f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_018/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "018", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5050745010375977], "step": 89}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5859053730964661], "step": 89}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.44597893953323364], "step": 89}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4846954345703125], "step": 89}]}}}, "score": 0.44597893953323364, "best_step": 89, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_019/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_019/checkpoint.data-00000-of-00001
deleted file mode 100644
index 11367e8e8d19b98a6a073a6f1369036882d1b8d2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_019/checkpoint.index b/backend/app/project_bayesian/trial_019/checkpoint.index
deleted file mode 100644
index 21d3372a461d50488b1fd18b41d31c9604ac0f5b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_019/trial.json b/backend/app/project_bayesian/trial_019/trial.json
deleted file mode 100644
index 2d385d294ac2838e69b428ea3fb0d29eb126e2db..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_019/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "019", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11275000125169754], "step": 60}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04772054776549339], "step": 60}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.10636255145072937], "step": 60}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04943583905696869], "step": 60}]}}}, "score": 0.10636255145072937, "best_step": 60, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_020/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_020/checkpoint.data-00000-of-00001
deleted file mode 100644
index 628ab0e180137fe8c2184cead1b26de30c7d3c0c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_020/checkpoint.index b/backend/app/project_bayesian/trial_020/checkpoint.index
deleted file mode 100644
index dd1d7c2832df1dddbbedd696b07fa3fd0b063baf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_020/trial.json b/backend/app/project_bayesian/trial_020/trial.json
deleted file mode 100644
index b6d084e03d0e1195a8a8b0f9267bb9d12ff8eefc..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_020/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "020", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5232169032096863], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6420935988426208], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.44866469502449036], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5622217059135437], "step": 99}]}}}, "score": 0.44866469502449036, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_021/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_021/checkpoint.data-00000-of-00001
deleted file mode 100644
index 38a4e6201b73d15db0e2a9ad490324057f205194..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_021/checkpoint.index b/backend/app/project_bayesian/trial_021/checkpoint.index
deleted file mode 100644
index 0278f08fddc8b7e032153a1c5e9d7bcd6b4bbb87..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_021/trial.json b/backend/app/project_bayesian/trial_021/trial.json
deleted file mode 100644
index cb5a1da977ec8521a6f3d965988fbdb398c7fa37..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_021/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "021", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5751335620880127], "step": 23}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7358925938606262], "step": 23}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4836506247520447], "step": 23}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.588578999042511], "step": 23}]}}}, "score": 0.4836506247520447, "best_step": 23, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_022/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_022/checkpoint.data-00000-of-00001
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index 40a7f3c3a7288caa4645b53a46ee8e4be0e51e42..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_022/checkpoint.index b/backend/app/project_bayesian/trial_022/checkpoint.index
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index 1e3720ee5cd8b3f31dd9c5827efd53f8256da502..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_022/trial.json b/backend/app/project_bayesian/trial_022/trial.json
deleted file mode 100644
index 325490cf2fda3a0c05e3291bde708064897d87fe..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_022/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "022", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.69412761926651], "step": 9}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0248230695724487], "step": 9}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.685609757900238], "step": 9}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0268887281417847], "step": 9}]}}}, "score": 0.685609757900238, "best_step": 9, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_023/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_023/checkpoint.data-00000-of-00001
deleted file mode 100644
index efb41c9392ab899b923db1219c476b11ad291530..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_023/checkpoint.index b/backend/app/project_bayesian/trial_023/checkpoint.index
deleted file mode 100644
index 34f60aed559516f1a6d9e86fee155b8d483371a0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_023/trial.json b/backend/app/project_bayesian/trial_023/trial.json
deleted file mode 100644
index 61c06b8e20989167bfebce47d811dcbce8a19fc1..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_023/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "023", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.204680323600769], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.3546502590179443], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8074749708175659], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.1190850734710693], "step": 0}]}}}, "score": 0.8074749708175659, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_024/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_024/checkpoint.data-00000-of-00001
deleted file mode 100644
index d31f6bd63e2260614c22e4a59e994b75659b599f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_024/checkpoint.index b/backend/app/project_bayesian/trial_024/checkpoint.index
deleted file mode 100644
index 6310e59d4eb3e16e54be9180eafa703fbe124be9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_024/trial.json b/backend/app/project_bayesian/trial_024/trial.json
deleted file mode 100644
index ad89ea7b7f18a7ca677b5f8de9b9185cdad9ed43..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_024/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "024", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.29348886013031], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.7229979038238525], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7371284365653992], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9300003051757812], "step": 0}]}}}, "score": 0.7371284365653992, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_025/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_025/checkpoint.data-00000-of-00001
deleted file mode 100644
index d0f55ad7beefba74a7157abf671752c3721c9c2a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_025/checkpoint.index b/backend/app/project_bayesian/trial_025/checkpoint.index
deleted file mode 100644
index c66623eedb7dec18cdf2a8a6f1686064a2873c8a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_025/trial.json b/backend/app/project_bayesian/trial_025/trial.json
deleted file mode 100644
index f723fcb6704e0194bc36f4d727d506774f2bdc32..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_025/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "025", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2804609537124634], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.658710241317749], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7804561257362366], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.02824866771698], "step": 0}]}}}, "score": 0.7804561257362366, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_026/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_026/checkpoint.data-00000-of-00001
deleted file mode 100644
index 58c71d2165b76a09acf6c1028889d39edd3ddbdf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_026/checkpoint.index b/backend/app/project_bayesian/trial_026/checkpoint.index
deleted file mode 100644
index 1e72101ab61a76771a4dc2407c6c413522385a0b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_026/trial.json b/backend/app/project_bayesian/trial_026/trial.json
deleted file mode 100644
index 7dee6b7ac63e1631a50eb452224f9107b12e462a..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_026/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "026", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.604777991771698], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8440675735473633], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5975475907325745], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8539832830429077], "step": 99}]}}}, "score": 0.5975475907325745, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_027/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_027/checkpoint.data-00000-of-00001
deleted file mode 100644
index f89050cfbb36d66e2b08298d11f515554bc439d2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_027/checkpoint.index b/backend/app/project_bayesian/trial_027/checkpoint.index
deleted file mode 100644
index 4ec57b5a43516120a204251faf22a2a5648bfe3b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_027/trial.json b/backend/app/project_bayesian/trial_027/trial.json
deleted file mode 100644
index 87d7c833be31c68c6ac5b9f61ebb2199fa658d5d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_027/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "027", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9069245457649231], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3704864978790283], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7507068514823914], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.037780523300171], "step": 99}]}}}, "score": 0.7507068514823914, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_028/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_028/checkpoint.data-00000-of-00001
deleted file mode 100644
index d21af67ba86ba25c23055d87cc60a4c1a6f9032a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_028/checkpoint.index b/backend/app/project_bayesian/trial_028/checkpoint.index
deleted file mode 100644
index 4b4b0ae562d755f92ae8fa0c92b1d04dde0761a7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_028/trial.json b/backend/app/project_bayesian/trial_028/trial.json
deleted file mode 100644
index 4738f82bd9d8833d0d243f1c55d3982f290441f0..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_028/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "028", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.520683228969574], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6456485390663147], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.49675092101097107], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5863850712776184], "step": 97}]}}}, "score": 0.49675092101097107, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_029/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_029/checkpoint.data-00000-of-00001
deleted file mode 100644
index 369292efa2d251c182e8c313664df33341743e16..0000000000000000000000000000000000000000
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deleted file mode 100644
index 1c3af4ece53f7071fc2be02763d95a7699a4bafe..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_029/trial.json b/backend/app/project_bayesian/trial_029/trial.json
deleted file mode 100644
index c4104cf9772ef031782e78e924a0dead5a9846c5..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_029/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "029", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8600463271141052], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.2406866550445557], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7243742942810059], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9655581712722778], "step": 99}]}}}, "score": 0.7243742942810059, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_030/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_030/checkpoint.data-00000-of-00001
deleted file mode 100644
index 514b3b1d1e5b08febae2f7a3b89e49a88a846efb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_030/checkpoint.index b/backend/app/project_bayesian/trial_030/checkpoint.index
deleted file mode 100644
index 47d4b469eb5fc70020aadf0b1c0f186aaeb08b53..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_030/trial.json b/backend/app/project_bayesian/trial_030/trial.json
deleted file mode 100644
index 9611f669dff7906ba8b655949fdbd48d3b7cb3a6..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_030/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "030", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11431396752595901], "step": 88}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05662946775555611], "step": 88}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11762930452823639], "step": 88}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06625037640333176], "step": 88}]}}}, "score": 0.11762930452823639, "best_step": 88, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_031/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_031/checkpoint.data-00000-of-00001
deleted file mode 100644
index ca32f423d033fa2f48693bd1cd33e6555ada22f5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_031/checkpoint.index b/backend/app/project_bayesian/trial_031/checkpoint.index
deleted file mode 100644
index 79b8b0c24e0385ee329d4ff7821aa40682808610..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_031/trial.json b/backend/app/project_bayesian/trial_031/trial.json
deleted file mode 100644
index 115b444741cf371c9fbd999f162b9d3c6a3c9fe5..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_031/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "031", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.692880392074585], "step": 3}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0185556411743164], "step": 3}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.685258686542511], "step": 3}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0303817987442017], "step": 3}]}}}, "score": 0.685258686542511, "best_step": 3, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_032/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_032/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6829761493254363082410d8d89c050cc1072843..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_032/checkpoint.index b/backend/app/project_bayesian/trial_032/checkpoint.index
deleted file mode 100644
index 3df8f4a7ad33f1d6c58a23cfb8c27fc963308960..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_032/trial.json b/backend/app/project_bayesian/trial_032/trial.json
deleted file mode 100644
index bdb6f029dca08a8106d566a23ec4ff282ab0637f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_032/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "032", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4623432755470276], "step": 32}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5098173022270203], "step": 32}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.30247119069099426], "step": 32}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.22296518087387085], "step": 32}]}}}, "score": 0.30247119069099426, "best_step": 32, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_033/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_033/checkpoint.data-00000-of-00001
deleted file mode 100644
index 499f85eed1f036eeb3bbc7662efde74667a627f4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_033/checkpoint.index b/backend/app/project_bayesian/trial_033/checkpoint.index
deleted file mode 100644
index 4859e12d5750a0799c831a1dc7b2fe87a7892fd9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_033/trial.json b/backend/app/project_bayesian/trial_033/trial.json
deleted file mode 100644
index e51d8b21ceff5e9fc1bed9ac15e3467b4c2e3cb1..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_033/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "033", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6932353973388672], "step": 11}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0152086019515991], "step": 11}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6853014230728149], "step": 11}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0289608240127563], "step": 11}]}}}, "score": 0.6853014230728149, "best_step": 11, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_034/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_034/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8a38142d70dc46eece3566a9cd735d9a4c91ebd7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_034/checkpoint.index b/backend/app/project_bayesian/trial_034/checkpoint.index
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index 6cd011013f3ccca8b1e067da4095dfc3e22c98c6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_034/trial.json b/backend/app/project_bayesian/trial_034/trial.json
deleted file mode 100644
index 05165cfdd05218d6aab425fec7eeb57eac44ce05..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_034/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "034", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6930535435676575], "step": 3}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.017018437385559], "step": 3}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6854062080383301], "step": 3}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0285162925720215], "step": 3}]}}}, "score": 0.6854062080383301, "best_step": 3, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_035/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_035/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_035/checkpoint.index b/backend/app/project_bayesian/trial_035/checkpoint.index
deleted file mode 100644
index 353fa72a38a1812283b23bc37b8a397d3318ff11..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_035/trial.json b/backend/app/project_bayesian/trial_035/trial.json
deleted file mode 100644
index 01fe69bbae4298d673cf002da3c3f3aaad49e149..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_035/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "035", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.595929741859436], "step": 91}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8066580891609192], "step": 91}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5561926364898682], "step": 91}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7613265514373779], "step": 91}]}}}, "score": 0.5561926364898682, "best_step": 91, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_036/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_036/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8c98f4bac57ee0b186263ee174f59552d9b89dcd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_036/checkpoint.index b/backend/app/project_bayesian/trial_036/checkpoint.index
deleted file mode 100644
index a7dbe68e6d6799b34edccdad4f619c89b010b995..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_036/trial.json b/backend/app/project_bayesian/trial_036/trial.json
deleted file mode 100644
index 0083d3989cf1ee142761f5534b8ad05d3891bb99..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_036/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "036", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.14087116718292236], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.08444950729608536], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14643096923828125], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09352700412273407], "step": 98}]}}}, "score": 0.14643096923828125, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_037/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_037/checkpoint.data-00000-of-00001
deleted file mode 100644
index d50f393aa63a2e3ac893bcf47a03d97422019e5d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_037/checkpoint.index b/backend/app/project_bayesian/trial_037/checkpoint.index
deleted file mode 100644
index 53714c37fe3d7272453e76406c130e69a77cc2ac..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_037/trial.json b/backend/app/project_bayesian/trial_037/trial.json
deleted file mode 100644
index 401bb61c3ef0250a8714f6f68feab32a9f53257f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_037/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "037", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6656290888786316], "step": 4}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9402080178260803], "step": 4}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6245218515396118], "step": 4}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8877315521240234], "step": 4}]}}}, "score": 0.6245218515396118, "best_step": 4, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_038/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_038/checkpoint.data-00000-of-00001
deleted file mode 100644
index 091bd74d4af4d7afac30e4754d43552b5992ff1f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_038/checkpoint.index b/backend/app/project_bayesian/trial_038/checkpoint.index
deleted file mode 100644
index fa60dcf4cd6b2e8a1fac063a79a95f0d6e919bdd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_038/trial.json b/backend/app/project_bayesian/trial_038/trial.json
deleted file mode 100644
index d1a41a5bbd0ebb86b57b2e57ac3bd260440f874d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_038/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "038", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.33930012583732605], "step": 4}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.27263033390045166], "step": 4}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.28726181387901306], "step": 4}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.21559908986091614], "step": 4}]}}}, "score": 0.28726181387901306, "best_step": 4, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_039/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_039/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9e974a9b62c3d4790faf4680fa109b629b28e97b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_039/checkpoint.index b/backend/app/project_bayesian/trial_039/checkpoint.index
deleted file mode 100644
index cdf778a123237ce247221275b6dcbb571fd01187..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_039/trial.json b/backend/app/project_bayesian/trial_039/trial.json
deleted file mode 100644
index 012e8b9c417af300b189e214fd08de7c4910ecbb..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_039/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "039", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5622616410255432], "step": 5}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7303969264030457], "step": 5}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5369008183479309], "step": 5}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6587790846824646], "step": 5}]}}}, "score": 0.5369008183479309, "best_step": 5, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_040/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_040/checkpoint.data-00000-of-00001
deleted file mode 100644
index a712544c19f0945257f3f456c8f8672e91fe6705..0000000000000000000000000000000000000000
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index 92e1520da4d93007ef38df54b0999ab7e710e3a8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_040/trial.json b/backend/app/project_bayesian/trial_040/trial.json
deleted file mode 100644
index ffd30e2ebdf64b8ed16781f8be8118cd1a03b65a..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_040/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "040", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4790743589401245], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.5363364219665527], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7484123706817627], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.935796856880188], "step": 0}]}}}, "score": 0.7484123706817627, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_041/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_041/checkpoint.data-00000-of-00001
deleted file mode 100644
index 405454ec2937c0b81e943ae85bd6eae88a1da618..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_041/checkpoint.index b/backend/app/project_bayesian/trial_041/checkpoint.index
deleted file mode 100644
index d54539db3fe6ea25827684576890ae19da3a6596..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_041/trial.json b/backend/app/project_bayesian/trial_041/trial.json
deleted file mode 100644
index c9609e4fab3983990fd9bf69fee38e15f044c02f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_041/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "041", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5831671953201294], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7368056774139404], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5284546613693237], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6571648120880127], "step": 99}]}}}, "score": 0.5284546613693237, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_042/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_042/checkpoint.data-00000-of-00001
deleted file mode 100644
index c5e876645ec0e1f39979872a568602fca06a73f5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_042/checkpoint.index b/backend/app/project_bayesian/trial_042/checkpoint.index
deleted file mode 100644
index 9c0afa8b62479d6a80e4ae95697002b67ec6afbf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_042/trial.json b/backend/app/project_bayesian/trial_042/trial.json
deleted file mode 100644
index 2b3e3bb566580b13052700fefa545ad5a9982bb8..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_042/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "042", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6856124401092529], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0047544240951538], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6785057187080383], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0244346857070923], "step": 99}]}}}, "score": 0.6785057187080383, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_043/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_043/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4d4f4ad88e2d968996fc217d2dc7af5e77c0c5c2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_043/checkpoint.index b/backend/app/project_bayesian/trial_043/checkpoint.index
deleted file mode 100644
index 5d4f031a2ebe2c3ad3d2f2958cfe08e0da54ddca..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_043/trial.json b/backend/app/project_bayesian/trial_043/trial.json
deleted file mode 100644
index 1a17d98070c968e0a53ee88fde184dfb56b92b36..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_043/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "043", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1506690979003906], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.1195952892303467], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7834157347679138], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0208537578582764], "step": 0}]}}}, "score": 0.7834157347679138, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_044/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_044/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5a0fd69664740fef942cc4c74a785a1a74e69aaf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_044/checkpoint.index b/backend/app/project_bayesian/trial_044/checkpoint.index
deleted file mode 100644
index 8a24c87d75e49e1eadab2463ea6ec9671e548e9f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_044/trial.json b/backend/app/project_bayesian/trial_044/trial.json
deleted file mode 100644
index 32adf0c8d9429917cf6e872630140971d3a5b8b7..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_044/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "044", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1504266262054443], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.109469175338745], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7690449357032776], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9735497236251831], "step": 0}]}}}, "score": 0.7690449357032776, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_045/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_045/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0b43827ed72a25860325cdde0088bdb583c1ad71..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_045/checkpoint.index b/backend/app/project_bayesian/trial_045/checkpoint.index
deleted file mode 100644
index e3819bb8c1830ec63d0a8daeac06b972340c132e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_045/trial.json b/backend/app/project_bayesian/trial_045/trial.json
deleted file mode 100644
index 59afd640bf54bad32ece1f08ad4238bfa84e785d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_045/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "045", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5640341639518738], "step": 92}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7098215818405151], "step": 92}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5028997659683228], "step": 92}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5754682421684265], "step": 92}]}}}, "score": 0.5028997659683228, "best_step": 92, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_046/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_046/checkpoint.data-00000-of-00001
deleted file mode 100644
index 669b61d7a244be448dc8d497d4d2feb3755f1089..0000000000000000000000000000000000000000
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deleted file mode 100644
index 67fe7af8bde9c6c648a0cba578b85aa98ed5c0b8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_046/trial.json b/backend/app/project_bayesian/trial_046/trial.json
deleted file mode 100644
index 97512f4ecbe32bde0c41e55f41e0a590ed3c4823..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_046/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "046", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6485408544540405], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.874231219291687], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6257898807525635], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8463300466537476], "step": 98}]}}}, "score": 0.6257898807525635, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_047/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_047/checkpoint.data-00000-of-00001
deleted file mode 100644
index d542d6484431e64ba2df547f0ddadd6d218411f7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_047/checkpoint.index b/backend/app/project_bayesian/trial_047/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_047/trial.json b/backend/app/project_bayesian/trial_047/trial.json
deleted file mode 100644
index 9e4434677b8c089eef60758a9071ae6939a827bb..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_047/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "047", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5956652164459229], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8251070976257324], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5944697856903076], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.847240686416626], "step": 98}]}}}, "score": 0.5944697856903076, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_048/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_048/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2f40b440eeaeefb3bf0248c99cb0246b63c18e1b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_048/checkpoint.index b/backend/app/project_bayesian/trial_048/checkpoint.index
deleted file mode 100644
index d062a52ec56ae959d2dde01635abd360ee673e18..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_048/trial.json b/backend/app/project_bayesian/trial_048/trial.json
deleted file mode 100644
index 52a5682d573971f1049f07b2464aed8acaaaac3f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_048/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "048", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11605706065893173], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04493611305952072], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.07653846591711044], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03594459220767021], "step": 95}]}}}, "score": 0.07653846591711044, "best_step": 95, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_049/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_049/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8c4bacc9330636664b6bcfa1b40d68a02f1f0932..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_049/checkpoint.index b/backend/app/project_bayesian/trial_049/checkpoint.index
deleted file mode 100644
index 6ffee6e0c2939ea817ccc2d64b8831780c79ce05..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_049/trial.json b/backend/app/project_bayesian/trial_049/trial.json
deleted file mode 100644
index 4d37d0bcecfc684cf5c7dbf80b902dc92c5a9ba9..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_049/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "049", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7593235969543457], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9952270984649658], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7138356566429138], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9266558885574341], "step": 99}]}}}, "score": 0.7138356566429138, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_050/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_050/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7cc5f86bc2ad776278c6523c2b054e45c8fa6c63..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_050/checkpoint.index b/backend/app/project_bayesian/trial_050/checkpoint.index
deleted file mode 100644
index dfe6e36145c431efba9a94c2250ae13a15d10881..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_050/trial.json b/backend/app/project_bayesian/trial_050/trial.json
deleted file mode 100644
index d79bbb9cf7206ee741f1bb2f8dfdc079e580e2ae..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_050/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "050", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0048364400863647], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.6764298677444458], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7518565058708191], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9746667742729187], "step": 0}]}}}, "score": 0.7518565058708191, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_051/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_051/checkpoint.data-00000-of-00001
deleted file mode 100644
index aa63ec1e7159d9c0ebc8b9f0f381238e8ea63631..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_051/checkpoint.index b/backend/app/project_bayesian/trial_051/checkpoint.index
deleted file mode 100644
index 856adb912a8c4f30fa4f2dd65a6a10dace6aa0cd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_051/trial.json b/backend/app/project_bayesian/trial_051/trial.json
deleted file mode 100644
index 0072fac88a932ccd7fd53ae117fc31e9010e51bb..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_051/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "051", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6032766103744507], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7956213355064392], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5675125122070312], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7710921168327332], "step": 99}]}}}, "score": 0.5675125122070312, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_052/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_052/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5b1da702862540a6ed414e75ad2491ed72526a34..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_052/checkpoint.index b/backend/app/project_bayesian/trial_052/checkpoint.index
deleted file mode 100644
index f41a8eb6ca5ad0b4c38e070365ca7c5b159445f9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_052/trial.json b/backend/app/project_bayesian/trial_052/trial.json
deleted file mode 100644
index a5a6396138e1dc02af36737e6ebd6aab5d1112df..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_052/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "052", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4145795106887817], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.5809779167175293], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7361014485359192], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9464317560195923], "step": 0}]}}}, "score": 0.7361014485359192, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_053/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_053/checkpoint.data-00000-of-00001
deleted file mode 100644
index f4687c3024d34f1027fc0edfeedab3662abc6368..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_053/checkpoint.index b/backend/app/project_bayesian/trial_053/checkpoint.index
deleted file mode 100644
index c5116fa36110b18a87ab12e99a49ed1906795cd2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_053/trial.json b/backend/app/project_bayesian/trial_053/trial.json
deleted file mode 100644
index 78ad823e22766e1a32ce5c29a1bcba0f665718b4..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_053/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "053", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4219571352005005], "step": 18}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.4823257029056549], "step": 18}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3565865755081177], "step": 18}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.419634073972702], "step": 18}]}}}, "score": 0.3565865755081177, "best_step": 18, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_054/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_054/checkpoint.data-00000-of-00001
deleted file mode 100644
index 927d54d25ebc659d364cf34c1ea85da8e60fbc7a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_054/checkpoint.index b/backend/app/project_bayesian/trial_054/checkpoint.index
deleted file mode 100644
index 4e5593794f4506afef20c666e721aa5dab2a0ef4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_054/trial.json b/backend/app/project_bayesian/trial_054/trial.json
deleted file mode 100644
index f1ef64326e00a447e6c1581704b53f9e27de226e..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_054/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "054", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.046638011932373], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.8485902547836304], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8183660507202148], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.172202706336975], "step": 0}]}}}, "score": 0.8183660507202148, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_055/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_055/checkpoint.data-00000-of-00001
deleted file mode 100644
index f0b38f57c66c6a64386cdb30ff4c301f5a0b39a6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_055/checkpoint.index b/backend/app/project_bayesian/trial_055/checkpoint.index
deleted file mode 100644
index 92d71b90153f3db7df4f9b606ffacd6c8547f1aa..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_055/trial.json b/backend/app/project_bayesian/trial_055/trial.json
deleted file mode 100644
index 13809d948893cf8d1b2233f7e8f7e06b072f3c19..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_055/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "055", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8387743830680847], "step": 85}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1859647035598755], "step": 85}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5652466416358948], "step": 85}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6879238486289978], "step": 85}]}}}, "score": 0.5652466416358948, "best_step": 85, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_056/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_056/checkpoint.data-00000-of-00001
deleted file mode 100644
index eba3ceaa47163270deffbccaec91b7f53c62b882..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_056/checkpoint.index b/backend/app/project_bayesian/trial_056/checkpoint.index
deleted file mode 100644
index 3f4c07c73879edca435c9afda2a0deffbeead5ba..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_056/trial.json b/backend/app/project_bayesian/trial_056/trial.json
deleted file mode 100644
index 18e29a97f3f6b8dcad84fe0b463c60f315a91ff9..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_056/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "056", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6745314598083496], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9119382500648499], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6389702558517456], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8911975026130676], "step": 99}]}}}, "score": 0.6389702558517456, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_057/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_057/checkpoint.data-00000-of-00001
deleted file mode 100644
index edecca6325b49959331f0c33f6787405d7621bd3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_057/checkpoint.index b/backend/app/project_bayesian/trial_057/checkpoint.index
deleted file mode 100644
index 6220233d5b3a9d602c2924e2629934ad382dcb4f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_057/trial.json b/backend/app/project_bayesian/trial_057/trial.json
deleted file mode 100644
index f65e3567ed510f9fd35daaa751beffc7f4dce10f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_057/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "057", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.554391860961914], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [4.150125026702881], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7270209789276123], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9480617642402649], "step": 0}]}}}, "score": 0.7270209789276123, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_058/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_058/checkpoint.data-00000-of-00001
deleted file mode 100644
index 542e586734697cc839410e951c1eb5db74cf19ec..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_058/checkpoint.index b/backend/app/project_bayesian/trial_058/checkpoint.index
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index 53b7a6437e068b0da9210b8977e25da885d27283..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_058/trial.json b/backend/app/project_bayesian/trial_058/trial.json
deleted file mode 100644
index 9fb73cb3830245b8a874ae25df30eec12808286c..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_058/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "058", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6986077427864075], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9211356043815613], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6128092408180237], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7945988774299622], "step": 99}]}}}, "score": 0.6128092408180237, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_059/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_059/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_059/checkpoint.index b/backend/app/project_bayesian/trial_059/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_bayesian/trial_059/trial.json b/backend/app/project_bayesian/trial_059/trial.json
deleted file mode 100644
index 6113ef2ba39d98b6ad613fc36eb64cef7388dbcc..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_059/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "059", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.545358419418335], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6843669414520264], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4714209735393524], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5714352130889893], "step": 96}]}}}, "score": 0.4714209735393524, "best_step": 96, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_bayesian/trial_060/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_060/checkpoint.data-00000-of-00001
deleted file mode 100644
index e832e15102536c4fde65a1e88848f3868e5b2e76..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_060/checkpoint.index b/backend/app/project_bayesian/trial_060/checkpoint.index
deleted file mode 100644
index 396b02736887068e57a44f368d63274a9f5f3fdd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_060/trial.json b/backend/app/project_bayesian/trial_060/trial.json
deleted file mode 100644
index a2d1182235588304a1232f41231ad47e7950cccc..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_060/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "060", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6885775327682495], "step": 12}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0188697576522827], "step": 12}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6833751797676086], "step": 12}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0454447269439697], "step": 12}]}}}, "score": 0.6833751797676086, "best_step": 12, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_061/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_061/checkpoint.data-00000-of-00001
deleted file mode 100644
index 41f68db399805806508a049c456a63a6e7ec184f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_061/checkpoint.index b/backend/app/project_bayesian/trial_061/checkpoint.index
deleted file mode 100644
index 68cea6613cf8b17d49b0123704de4fca9630814a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_061/trial.json b/backend/app/project_bayesian/trial_061/trial.json
deleted file mode 100644
index 5ff34ae269efb621544516590ad610dc43bf6af4..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_061/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "061", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5045531392097473], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6004226803779602], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.46512463688850403], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.552829921245575], "step": 99}]}}}, "score": 0.46512463688850403, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_062/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_062/checkpoint.data-00000-of-00001
deleted file mode 100644
index 456c6d1e2257026e812de0ee992a0126c6e6f9a3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_062/checkpoint.index b/backend/app/project_bayesian/trial_062/checkpoint.index
deleted file mode 100644
index c9c95509dad339b1618cceea0cdfb68d4ab54f14..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_062/trial.json b/backend/app/project_bayesian/trial_062/trial.json
deleted file mode 100644
index 49fdb0bfe8978f0e9a1fd495696b3da267742a6c..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_062/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "062", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5702552199363708], "step": 31}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.728193998336792], "step": 31}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.46492838859558105], "step": 31}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5503725409507751], "step": 31}]}}}, "score": 0.46492838859558105, "best_step": 31, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_063/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_063/checkpoint.data-00000-of-00001
deleted file mode 100644
index 126681e27062fa7a5d9585a975a93f8d2d3fbe39..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_063/checkpoint.index b/backend/app/project_bayesian/trial_063/checkpoint.index
deleted file mode 100644
index 134d41c61a55d33cc5efff8940b65d0cc85a8d16..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_063/trial.json b/backend/app/project_bayesian/trial_063/trial.json
deleted file mode 100644
index 735202f3f2866a6fd20ab756b4a9bf5052436403..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_063/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "063", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5647881627082825], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7033138275146484], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.502173900604248], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5909161567687988], "step": 97}]}}}, "score": 0.502173900604248, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_064/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_064/checkpoint.data-00000-of-00001
deleted file mode 100644
index 74f4fe451eb5422a47aa968206a4ece7da8e625c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_064/checkpoint.index b/backend/app/project_bayesian/trial_064/checkpoint.index
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index a0dc3dd4fb7346a4171bee5203500ab454c78d14..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_064/trial.json b/backend/app/project_bayesian/trial_064/trial.json
deleted file mode 100644
index 0fbbf45f70d09fc02a4e473044dbeea0eb1d52f8..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_064/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "064", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7049498558044434], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9084945321083069], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5718876719474792], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6975120306015015], "step": 99}]}}}, "score": 0.5718876719474792, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_065/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_065/checkpoint.data-00000-of-00001
deleted file mode 100644
index b50e4f36b4078093ded47bb43e1893b41512f7cc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_065/checkpoint.index b/backend/app/project_bayesian/trial_065/checkpoint.index
deleted file mode 100644
index 2b3a5c67c2e3c6809c18d8a623106eeda2177b61..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_065/trial.json b/backend/app/project_bayesian/trial_065/trial.json
deleted file mode 100644
index b8d67521c810ea04c920161584f057a1c4aea2d7..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_065/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "065", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1872869729995728], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.2515528202056885], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7993960380554199], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0612066984176636], "step": 0}]}}}, "score": 0.7993960380554199, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_066/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_066/checkpoint.data-00000-of-00001
deleted file mode 100644
index f4a86d308b558fed2c8eb5777c663490d588b2e1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_066/checkpoint.index b/backend/app/project_bayesian/trial_066/checkpoint.index
deleted file mode 100644
index a9a57199cef84ef13d13a6970e921948d28e33af..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_066/trial.json b/backend/app/project_bayesian/trial_066/trial.json
deleted file mode 100644
index f7eb214b11ff34be74a034a640adec9915353241..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_066/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "066", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5654606223106384], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6974582672119141], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5177674293518066], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6450830101966858], "step": 99}]}}}, "score": 0.5177674293518066, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_067/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_067/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0f059a7b6e8c3d382075656c233d480ab15f62b4..0000000000000000000000000000000000000000
Binary files a/backend/app/project_bayesian/trial_067/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_bayesian/trial_067/checkpoint.index b/backend/app/project_bayesian/trial_067/checkpoint.index
deleted file mode 100644
index 502439b26653f948248d5275883c74e0351f12f3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_bayesian/trial_067/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_bayesian/trial_067/trial.json b/backend/app/project_bayesian/trial_067/trial.json
deleted file mode 100644
index d4d58f0fb32710ea843c37ff65480a85c080ee80..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_067/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "067", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5707520842552185], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7409573197364807], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5423753261566162], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7218295335769653], "step": 97}]}}}, "score": 0.5423753261566162, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_068/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_068/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1a0ce95144a54409c347091f86e63983593303f6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_068/checkpoint.index b/backend/app/project_bayesian/trial_068/checkpoint.index
deleted file mode 100644
index fac1e0614dcf162bef8d353b4fc4195ca7a4f2c8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_068/trial.json b/backend/app/project_bayesian/trial_068/trial.json
deleted file mode 100644
index 335943588136735d852e03320d33388ce4242dd4..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_068/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "068", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.40099191665649414], "step": 68}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.4118604063987732], "step": 68}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22185024619102478], "step": 68}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.15433284640312195], "step": 68}]}}}, "score": 0.22185024619102478, "best_step": 68, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_069/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_069/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3471d28ad1ed85cbafa745ed387e974ff2aadcf8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_069/checkpoint.index b/backend/app/project_bayesian/trial_069/checkpoint.index
deleted file mode 100644
index 10119f0898eef692ee6527528331a4818b874cab..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_069/trial.json b/backend/app/project_bayesian/trial_069/trial.json
deleted file mode 100644
index 149f054741eb364eb0819c0cee7d04ac694871a4..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_069/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "069", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4790841341018677], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5360368490219116], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.322394460439682], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2606472671031952], "step": 96}]}}}, "score": 0.322394460439682, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_070/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_070/checkpoint.data-00000-of-00001
deleted file mode 100644
index b65591fa69b8405c75ec50301e96fcbed18f6d10..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_070/checkpoint.index b/backend/app/project_bayesian/trial_070/checkpoint.index
deleted file mode 100644
index 8b69242906ad42ae4ed9a3735360c1ea24689e87..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_070/trial.json b/backend/app/project_bayesian/trial_070/trial.json
deleted file mode 100644
index 6fc8072cfe49c8805a25635749b751390bbaf370..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_070/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "070", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5424370169639587], "step": 75}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6880991458892822], "step": 75}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4580092430114746], "step": 75}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5620664358139038], "step": 75}]}}}, "score": 0.4580092430114746, "best_step": 75, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_071/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_071/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5601c1fd1e506cacdb09dc3750df3b2d36d030b9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_071/checkpoint.index b/backend/app/project_bayesian/trial_071/checkpoint.index
deleted file mode 100644
index fe498e6554acad9d5930c785a88300a8883ff9ee..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_071/trial.json b/backend/app/project_bayesian/trial_071/trial.json
deleted file mode 100644
index a1124cf5f30ee4b1af10bf1ccbd88468ebc9b667..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_071/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "071", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2860962152481079], "step": 89}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2326173037290573], "step": 89}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15523910522460938], "step": 89}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09610241651535034], "step": 89}]}}}, "score": 0.15523910522460938, "best_step": 89, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_072/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_072/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3ac0b663eb52e5f440c74711ff4326927047ff12..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_072/checkpoint.index b/backend/app/project_bayesian/trial_072/checkpoint.index
deleted file mode 100644
index 08f6706b9f58719acd01a9bd93db0133e2b782c2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_072/trial.json b/backend/app/project_bayesian/trial_072/trial.json
deleted file mode 100644
index e780ecdaf0941cfac2be3630cf9892b808db298f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_072/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "072", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.593050479888916], "step": 47}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7730059027671814], "step": 47}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5565556883811951], "step": 47}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7425934076309204], "step": 47}]}}}, "score": 0.5565556883811951, "best_step": 47, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_073/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_073/checkpoint.data-00000-of-00001
deleted file mode 100644
index f35dfff47ca967b9277476a4746014b97eaed69f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_073/checkpoint.index b/backend/app/project_bayesian/trial_073/checkpoint.index
deleted file mode 100644
index 967294d5b33b54bf78c3466b0c608012d44c72e5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_073/trial.json b/backend/app/project_bayesian/trial_073/trial.json
deleted file mode 100644
index ecc499432846e7be5891f194373055e137fc5426..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_073/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "073", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8184381127357483], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1366159915924072], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7019067406654358], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.920094907283783], "step": 99}]}}}, "score": 0.7019067406654358, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_074/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_074/checkpoint.data-00000-of-00001
deleted file mode 100644
index 70d8f2ecf05b6e91d8c58e60acbac8f12c2619d7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_074/checkpoint.index b/backend/app/project_bayesian/trial_074/checkpoint.index
deleted file mode 100644
index fab84421a3999006ee493124c9940c0de9626432..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_074/trial.json b/backend/app/project_bayesian/trial_074/trial.json
deleted file mode 100644
index 2b5fcc05ca20db0e9abfde5d054eee98e0e0f39b..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_074/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "074", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3522248268127441], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.8891806602478027], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8128314018249512], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9983780980110168], "step": 0}]}}}, "score": 0.8128314018249512, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_075/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_075/checkpoint.data-00000-of-00001
deleted file mode 100644
index 80fc4f51747c37bacd7b3719ba5255c2dd9fc14e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_075/checkpoint.index b/backend/app/project_bayesian/trial_075/checkpoint.index
deleted file mode 100644
index dce3347d381ecc3821a6ba1a5a8a4be3514d0f70..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_075/trial.json b/backend/app/project_bayesian/trial_075/trial.json
deleted file mode 100644
index f8e478c937416e6aeccf39215cec88cbe3f868eb..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_075/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "075", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8385894298553467], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1947015523910522], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5866416096687317], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.731849193572998], "step": 98}]}}}, "score": 0.5866416096687317, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_076/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_076/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8a737b6e18de24a8197ef9932864d823332ee497..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_076/checkpoint.index b/backend/app/project_bayesian/trial_076/checkpoint.index
deleted file mode 100644
index c5ca394d21dcd2f1a5c3fe95e46d6ff10b8484a1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_076/trial.json b/backend/app/project_bayesian/trial_076/trial.json
deleted file mode 100644
index ba0da898a54d9ef9b8f6cdc2cb99b9e603b75ce2..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_076/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "076", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5033526420593262], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.625522255897522], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.414249449968338], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5267201662063599], "step": 99}]}}}, "score": 0.414249449968338, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_077/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_077/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1cb17a70c1aba9bbf6832b0636d8094a0a58342c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_077/checkpoint.index b/backend/app/project_bayesian/trial_077/checkpoint.index
deleted file mode 100644
index 24539019ac8a6192d3478e15894ba497cc40c4a8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_077/trial.json b/backend/app/project_bayesian/trial_077/trial.json
deleted file mode 100644
index f5d27d2406f882f114b7434537526da5934e40ed..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_077/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "077", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.34154918789863586], "step": 58}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3121504485607147], "step": 58}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17132262885570526], "step": 58}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10233154147863388], "step": 58}]}}}, "score": 0.17132262885570526, "best_step": 58, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_078/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_078/checkpoint.data-00000-of-00001
deleted file mode 100644
index 03ecc2bab65140a8fccbefc741aa7ddebeba60fe..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_078/checkpoint.index b/backend/app/project_bayesian/trial_078/checkpoint.index
deleted file mode 100644
index b83df06232165e3a0d5ddb6d307ac57bfd239e39..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_078/trial.json b/backend/app/project_bayesian/trial_078/trial.json
deleted file mode 100644
index 2b24835971d7274d27f3aaede9ee589773944579..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_078/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "078", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6850389242172241], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.91251140832901], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6606652736663818], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9028604030609131], "step": 99}]}}}, "score": 0.6606652736663818, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_079/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_079/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6df76987302778dc153ef35a09dc65a5b9c8067e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_079/checkpoint.index b/backend/app/project_bayesian/trial_079/checkpoint.index
deleted file mode 100644
index 5aca10d7f7b8f7e87bfbdef65cc2de0c64d30b5f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_079/trial.json b/backend/app/project_bayesian/trial_079/trial.json
deleted file mode 100644
index b70cea1a38133e7ab9d3236d7043baf4ff4ecb77..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_079/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "079", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.161605715751648], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.2499589920043945], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.718031108379364], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9886660575866699], "step": 0}]}}}, "score": 0.718031108379364, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_080/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_080/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4eb8966db9d8c4f6cb24d1c47083b518d687a4ec..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_080/checkpoint.index b/backend/app/project_bayesian/trial_080/checkpoint.index
deleted file mode 100644
index 0303d5c7704f58de27c78940948c9b635fbaf446..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_080/trial.json b/backend/app/project_bayesian/trial_080/trial.json
deleted file mode 100644
index 1c2920ee21e431b765e3583864b4c0ec80bde6e3..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_080/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "080", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5737614631652832], "step": 33}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7530748844146729], "step": 33}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.511222779750824], "step": 33}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6802441477775574], "step": 33}]}}}, "score": 0.511222779750824, "best_step": 33, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_081/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_081/checkpoint.data-00000-of-00001
deleted file mode 100644
index ab6ad611550a1b223588615aa1a0fabdb0495060..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_081/checkpoint.index b/backend/app/project_bayesian/trial_081/checkpoint.index
deleted file mode 100644
index c1500566e9d1a2862f01de629484b7703f42fac4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_081/trial.json b/backend/app/project_bayesian/trial_081/trial.json
deleted file mode 100644
index 282b4b9a5f96c7e4f6bf91cedd1e20da68cd5b5e..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_081/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "081", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5658582448959351], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7084890604019165], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5142157673835754], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6343157291412354], "step": 98}]}}}, "score": 0.5142157673835754, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_082/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_082/checkpoint.data-00000-of-00001
deleted file mode 100644
index caaaffa8ba08ca2b80283e784d70e82becd421a1..0000000000000000000000000000000000000000
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index 3711ad65ad2d690ba0b85d4cdb7523f59d21af72..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_082/trial.json b/backend/app/project_bayesian/trial_082/trial.json
deleted file mode 100644
index 9db2a79eb34442a49c1d1e013df5a3523af529a9..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_082/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "082", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.37409570813179016], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5083819627761841], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3785172700881958], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5154371857643127], "step": 98}]}}}, "score": 0.3785172700881958, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_083/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_083/checkpoint.data-00000-of-00001
deleted file mode 100644
index 82f3c4eae24d39e2eb86504671af796225ef9ed2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_083/checkpoint.index b/backend/app/project_bayesian/trial_083/checkpoint.index
deleted file mode 100644
index 32df28a43d741cde6608e8fda14f7ed5ccd87ea7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_083/trial.json b/backend/app/project_bayesian/trial_083/trial.json
deleted file mode 100644
index 6f4448a74055488db4d451996c803f1b33379bbc..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_083/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "083", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6315335631370544], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8727648258209229], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5974405407905579], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8196402788162231], "step": 97}]}}}, "score": 0.5974405407905579, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_084/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_084/checkpoint.data-00000-of-00001
deleted file mode 100644
index eb791b22b47ef9d77efa322f1d96224555b0ff21..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_084/checkpoint.index b/backend/app/project_bayesian/trial_084/checkpoint.index
deleted file mode 100644
index 49fb175a9d9551608a34b908eda9555c2468f594..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_084/trial.json b/backend/app/project_bayesian/trial_084/trial.json
deleted file mode 100644
index 44d0677853c41ed30557e67377dae8ae98f9100d..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_084/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "084", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6476140022277832], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8838269710540771], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6195652484893799], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8796437382698059], "step": 99}]}}}, "score": 0.6195652484893799, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_085/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_085/checkpoint.data-00000-of-00001
deleted file mode 100644
index 48f251bb1b87ccdf08fcec14178df046a2fce1d2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_085/checkpoint.index b/backend/app/project_bayesian/trial_085/checkpoint.index
deleted file mode 100644
index 639eba82a47a3eb352be8bfab8a7b371e9f659bf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_085/trial.json b/backend/app/project_bayesian/trial_085/trial.json
deleted file mode 100644
index b1981ccf11a45a96cbe841555d84923eaaf6253f..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_085/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "085", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.006044626235962], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.627801537513733], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8426530361175537], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.1755107641220093], "step": 99}]}}}, "score": 0.8426530361175537, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_086/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_086/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6e38dc63c4c8065562be9972b1b3682dd1efd457..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_086/checkpoint.index b/backend/app/project_bayesian/trial_086/checkpoint.index
deleted file mode 100644
index efb2003207effb45f68c50cf826ea7f7e3f7b067..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_086/trial.json b/backend/app/project_bayesian/trial_086/trial.json
deleted file mode 100644
index d0a9270bbcfc57815c3209e5af53d0400f94dce3..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_086/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "086", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4046783447265625], "step": 12}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.39107057452201843], "step": 12}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.32625433802604675], "step": 12}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.24897563457489014], "step": 12}]}}}, "score": 0.32625433802604675, "best_step": 12, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_087/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_087/checkpoint.data-00000-of-00001
deleted file mode 100644
index bdac677c87aefd37f9fd8cdaa94eab902327f1a1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_087/checkpoint.index b/backend/app/project_bayesian/trial_087/checkpoint.index
deleted file mode 100644
index dcedc11956ac1204029353f6c0e7ff7df772f2fe..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_087/trial.json b/backend/app/project_bayesian/trial_087/trial.json
deleted file mode 100644
index 3865be6780dc1629a38169126e45e2c04e592d76..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_087/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "087", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.26685830950737], "step": 58}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.20678459107875824], "step": 58}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.19599847495555878], "step": 58}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11258534342050552], "step": 58}]}}}, "score": 0.19599847495555878, "best_step": 58, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_088/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_088/checkpoint.data-00000-of-00001
deleted file mode 100644
index 584389b652a3ffed17a5c8325e42a74dd87d41de..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_088/checkpoint.index b/backend/app/project_bayesian/trial_088/checkpoint.index
deleted file mode 100644
index 864bfdab8c0dd58718eb57e66000c454e6f15c21..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_088/trial.json b/backend/app/project_bayesian/trial_088/trial.json
deleted file mode 100644
index d818693725de8cd4686ca18ccdd106318cfec857..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_088/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "088", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.08253771811723709], "step": 66}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.033205874264240265], "step": 66}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.08538753539323807], "step": 66}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04055550694465637], "step": 66}]}}}, "score": 0.08538753539323807, "best_step": 66, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_089/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_089/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9ce6f007e88d69efbd6fc7d262b2145b81309426..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_089/checkpoint.index b/backend/app/project_bayesian/trial_089/checkpoint.index
deleted file mode 100644
index 2e43bc03c2e41cf3ca9c78b50edc8f5013295028..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_089/trial.json b/backend/app/project_bayesian/trial_089/trial.json
deleted file mode 100644
index cf6ddab6daca11f045217789430e7c494c855fe2..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_089/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "089", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.38204923272132874], "step": 63}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.36833229660987854], "step": 63}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.21314997971057892], "step": 63}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.13671813905239105], "step": 63}]}}}, "score": 0.21314997971057892, "best_step": 63, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_090/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_090/checkpoint.data-00000-of-00001
deleted file mode 100644
index 60310577a03af53ee4faa6a65c878cb884ed80d9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_090/checkpoint.index b/backend/app/project_bayesian/trial_090/checkpoint.index
deleted file mode 100644
index fbcc26dfcbf7849671fd76559e4019db3279aa6e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_090/trial.json b/backend/app/project_bayesian/trial_090/trial.json
deleted file mode 100644
index 766b094bb06d1dbc18658bae3db84b4f78bcb37e..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_090/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "090", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3488215506076813], "step": 39}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3393474221229553], "step": 39}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.21000446379184723], "step": 39}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.13355499505996704], "step": 39}]}}}, "score": 0.21000446379184723, "best_step": 39, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_091/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_091/checkpoint.data-00000-of-00001
deleted file mode 100644
index 872c3d66081e8efe2bec6415b8d13e9563dd5871..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_091/checkpoint.index b/backend/app/project_bayesian/trial_091/checkpoint.index
deleted file mode 100644
index a34aa411fed591a487cce67524ffb89a97b92711..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_091/trial.json b/backend/app/project_bayesian/trial_091/trial.json
deleted file mode 100644
index 719da2e7c837c7e2cbd4350c242abd107141a905..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_091/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "091", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.14491920173168182], "step": 47}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0845433846116066], "step": 47}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1407746523618698], "step": 47}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09194242209196091], "step": 47}]}}}, "score": 0.1407746523618698, "best_step": 47, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_092/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_092/checkpoint.data-00000-of-00001
deleted file mode 100644
index 26cc79e9cf8b5f762e8eac2b1809a12520872fbf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_092/checkpoint.index b/backend/app/project_bayesian/trial_092/checkpoint.index
deleted file mode 100644
index 096016ed8fd22b9d61fc61a0cd74257eef80aa18..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_092/trial.json b/backend/app/project_bayesian/trial_092/trial.json
deleted file mode 100644
index 578bcb41ceb33e6e73828417237403ab7468497a..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_092/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "092", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.34485679864883423], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.33357128500938416], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3024226129055023], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.2926115393638611], "step": 99}]}}}, "score": 0.3024226129055023, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_093/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_093/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3f758e08f7fc3f21d87fb6ccc82eb7cdaebef3a1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_093/checkpoint.index b/backend/app/project_bayesian/trial_093/checkpoint.index
deleted file mode 100644
index c42dcbf6afb0b5b786f84c83322af339d8c2f6e0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_093/trial.json b/backend/app/project_bayesian/trial_093/trial.json
deleted file mode 100644
index 9aeb1be0a312aab4767eb546317c2f87e45c1bd8..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_093/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "093", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.30340340733528137], "step": 37}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.25609835982322693], "step": 37}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22055752575397491], "step": 37}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1376928985118866], "step": 37}]}}}, "score": 0.22055752575397491, "best_step": 37, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_094/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_094/checkpoint.data-00000-of-00001
deleted file mode 100644
index a50ac6e99b795e28bfff50e941abf1dc5d1e8647..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_094/checkpoint.index b/backend/app/project_bayesian/trial_094/checkpoint.index
deleted file mode 100644
index 6b36e1e4c72b4d1a32f0d3de8921508c6a82fbf5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_094/trial.json b/backend/app/project_bayesian/trial_094/trial.json
deleted file mode 100644
index 81094488b07d3ca520be7ef84ee11f877b70537e..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_094/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "094", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.24285191297531128], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.17256926000118256], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.13755632936954498], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.0773862972855568], "step": 97}]}}}, "score": 0.13755632936954498, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_095/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_095/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5aead182cb7483747284223a75d740d6d150ef35..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_095/checkpoint.index b/backend/app/project_bayesian/trial_095/checkpoint.index
deleted file mode 100644
index d09fe4d85dc2abfbe3c9250f25e736e46bfcc2d0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_095/trial.json b/backend/app/project_bayesian/trial_095/trial.json
deleted file mode 100644
index bcb237247f4a0247e67f836e9b73122940229baf..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_095/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "095", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.28001245856285095], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.219541996717453], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.151227667927742], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08880041539669037], "step": 95}]}}}, "score": 0.151227667927742, "best_step": 95, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_096/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_096/checkpoint.data-00000-of-00001
deleted file mode 100644
index 49186a33a9a72bb6439ffeffbf641e39d1da6ab5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_096/checkpoint.index b/backend/app/project_bayesian/trial_096/checkpoint.index
deleted file mode 100644
index e8f984a4ed65ba3e6b5fb043eb91366761a3619f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_096/trial.json b/backend/app/project_bayesian/trial_096/trial.json
deleted file mode 100644
index 6e2f1b54d7f0293aaecc500e8304ae952051dd36..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_096/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "096", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2371765822172165], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.16708122193813324], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14005649089813232], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08239009231328964], "step": 99}]}}}, "score": 0.14005649089813232, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_097/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_097/checkpoint.data-00000-of-00001
deleted file mode 100644
index c08474822253e27bcffbd53b31cdf935363f6e37..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_097/checkpoint.index b/backend/app/project_bayesian/trial_097/checkpoint.index
deleted file mode 100644
index b22f6cfdd01ce4cd037da02d7109d2e06d6a9c76..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_097/trial.json b/backend/app/project_bayesian/trial_097/trial.json
deleted file mode 100644
index 8122d28669d0d28e60653674cc2c60f75f28d727..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_097/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "097", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6049554347991943], "step": 6}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.787058413028717], "step": 6}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5438514351844788], "step": 6}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.685714840888977], "step": 6}]}}}, "score": 0.5438514351844788, "best_step": 6, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_098/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_098/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3bad48560fc1e3dc6f23693abe597d30efc062d4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_098/checkpoint.index b/backend/app/project_bayesian/trial_098/checkpoint.index
deleted file mode 100644
index 17fb0f4f84b4a0fc6ddb7442aca7c8e3980c19c3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_098/trial.json b/backend/app/project_bayesian/trial_098/trial.json
deleted file mode 100644
index 8430acd3a69c8a185ad63ea752174b44fb1e0aa0..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_098/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "098", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3370472490787506], "step": 32}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3035169839859009], "step": 32}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.19618400931358337], "step": 32}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1283254474401474], "step": 32}]}}}, "score": 0.19618400931358337, "best_step": 32, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_bayesian/trial_099/checkpoint.data-00000-of-00001 b/backend/app/project_bayesian/trial_099/checkpoint.data-00000-of-00001
deleted file mode 100644
index d693b13d6a5117b98b511471e6bc9c2a72caa3ee..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_099/checkpoint.index b/backend/app/project_bayesian/trial_099/checkpoint.index
deleted file mode 100644
index 93c4f78d6abc85f4bf631e4aa8444d1ba80f7675..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_bayesian/trial_099/trial.json b/backend/app/project_bayesian/trial_099/trial.json
deleted file mode 100644
index 9269ef5ad7c34b9c0f62703298f0f96ca56a95e3..0000000000000000000000000000000000000000
--- a/backend/app/project_bayesian/trial_099/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "099", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.29414498805999756], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2528481185436249], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17274491488933563], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10513226687908173], "step": 99}]}}}, "score": 0.17274491488933563, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/best_model/keras_metadata.pb b/backend/app/project_greedy/best_model/keras_metadata.pb
deleted file mode 100644
index e528f317d47a8180bb10061e6bc86eac2a3b70e0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/best_model/keras_metadata.pb
+++ /dev/null
@@ -1,19 +0,0 @@
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\ No newline at end of file
diff --git a/backend/app/project_greedy/training_time.json b/backend/app/project_greedy/training_time.json
deleted file mode 100644
index dce4132b2040123deeaa1eb4c33ca06592dfa0d7..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/training_time.json
+++ /dev/null
@@ -1 +0,0 @@
-{"training_time": 12811.939964532852}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_000/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_000/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9c61b5559fbefaca1b7e2b4b3ec9b02c6ace6582..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_000/checkpoint.index b/backend/app/project_greedy/trial_000/checkpoint.index
deleted file mode 100644
index de912592d2685b880c9d68530c529f702b58373f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_000/trial.json b/backend/app/project_greedy/trial_000/trial.json
deleted file mode 100644
index 04bb6b2ca3fb512590dd1509cfab3c7a5f5aad64..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_000/trial.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_001/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_001/checkpoint.data-00000-of-00001
deleted file mode 100644
index b57f92516181879dcaa69ae59168981ca638c211..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_001/checkpoint.index b/backend/app/project_greedy/trial_001/checkpoint.index
deleted file mode 100644
index 633e0f913dc82a1a473329f8251b14e7ecd5151c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_001/trial.json b/backend/app/project_greedy/trial_001/trial.json
deleted file mode 100644
index c31e25c4e82b7ced2b621bbee0df7c7e2ab52bf3..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_001/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "001", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.45999783277511597], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5799890160560608], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4780210256576538], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6045188903808594], "step": 97}]}}}, "score": 0.4780210256576538, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_002/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_002/checkpoint.data-00000-of-00001
deleted file mode 100644
index cc408fa14c435660fd747922e26fcacb60f32c4b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_002/checkpoint.index b/backend/app/project_greedy/trial_002/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_002/trial.json b/backend/app/project_greedy/trial_002/trial.json
deleted file mode 100644
index c814cba08c45ff9aced9a058abb87f139f5ec53b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_002/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "002", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3332471549510956], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.41001611948013306], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.33264103531837463], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4164939224720001], "step": 99}]}}}, "score": 0.33264103531837463, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_003/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_003/checkpoint.data-00000-of-00001
deleted file mode 100644
index c1ae1521b39638596f236c6847f4c52a7ab12197..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_003/trial.json b/backend/app/project_greedy/trial_003/trial.json
deleted file mode 100644
index 907888870170a95a08aea4b79e15ba3433903f12..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_003/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "003", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4270109534263611], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5487551093101501], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3865981698036194], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4866286516189575], "step": 99}]}}}, "score": 0.3865981698036194, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_004/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_004/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0fc062f7d36dbb91a7b118e1808e18c7c94a9a15..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_004/checkpoint.index b/backend/app/project_greedy/trial_004/checkpoint.index
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diff --git a/backend/app/project_greedy/trial_004/trial.json b/backend/app/project_greedy/trial_004/trial.json
deleted file mode 100644
index 6b107d23cf5f164f5998918778bae6fba10dc78f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_004/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "004", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4950055181980133], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6310001611709595], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.49770230054855347], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6378409266471863], "step": 99}]}}}, "score": 0.49770230054855347, "best_step": 99, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_005/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_005/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_005/trial.json b/backend/app/project_greedy/trial_005/trial.json
deleted file mode 100644
index 3eeb1bb0959a3ac13ff8b22d578d700d32e7edeb..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_005/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "005", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5321747660636902], "step": 68}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6923453211784363], "step": 68}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4747539162635803], "step": 68}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5934423804283142], "step": 68}]}}}, "score": 0.4747539162635803, "best_step": 68, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_006/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_006/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_006/trial.json b/backend/app/project_greedy/trial_006/trial.json
deleted file mode 100644
index fa3d51ed746f15b99c33d20a4b34981b00efdbb6..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_006/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "006", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2581281363964081], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2123747617006302], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.256853848695755], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.21299386024475098], "step": 99}]}}}, "score": 0.256853848695755, "best_step": 99, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_007/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_007/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_007/trial.json b/backend/app/project_greedy/trial_007/trial.json
deleted file mode 100644
index 2dde7cd52215733083a7f2a89bee5b3549b5491d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_007/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "007", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.12676747143268585], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.06624557077884674], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.12445282936096191], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06970920413732529], "step": 97}]}}}, "score": 0.12445282936096191, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_008/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_008/checkpoint.data-00000-of-00001
deleted file mode 100644
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deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_008/trial.json b/backend/app/project_greedy/trial_008/trial.json
deleted file mode 100644
index 55a19f338a3bfd0d53bff1e3fbc25f30b92266e0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_008/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "008", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6316778063774109], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8932864665985107], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6249859929084778], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9139124751091003], "step": 99}]}}}, "score": 0.6249859929084778, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_009/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_009/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_009/trial.json b/backend/app/project_greedy/trial_009/trial.json
deleted file mode 100644
index bc24d5c7472b333283cd4ea399053ad4318a39bc..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_009/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "009", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.09157386422157288], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.041206736117601395], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.09515343606472015], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.051770471036434174], "step": 99}]}}}, "score": 0.09515343606472015, "best_step": 99, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_010/trial.json b/backend/app/project_greedy/trial_010/trial.json
deleted file mode 100644
index e84a79f7db4f314a63459dcf72f5f3d7001c5acb..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_010/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "010", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.13656367361545563], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.06360563635826111], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11035241186618805], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05636570230126381], "step": 97}]}}}, "score": 0.11035241186618805, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_011/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_011/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_011/trial.json b/backend/app/project_greedy/trial_011/trial.json
deleted file mode 100644
index ab3d6243a05ff35e6bdeb2de754c06d8290e58d6..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_011/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "011", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1016336977481842], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05037474259734154], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.10858885198831558], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06017811596393585], "step": 98}]}}}, "score": 0.10858885198831558, "best_step": 98, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_012/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_012/checkpoint.data-00000-of-00001
deleted file mode 100644
index 994d0fbd8bcf5b3234055e1f3206878d2411c4c5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_012/checkpoint.index b/backend/app/project_greedy/trial_012/checkpoint.index
deleted file mode 100644
index c19e3078437b2472ce323958e376136b69d03e61..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_012/trial.json b/backend/app/project_greedy/trial_012/trial.json
deleted file mode 100644
index bd0513e7cf7680b3bb7c5da3bbf31504d2fd502b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_012/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "012", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.22564977407455444], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.17101183533668518], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.186519593000412], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10555393248796463], "step": 99}]}}}, "score": 0.186519593000412, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_013/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_013/checkpoint.data-00000-of-00001
deleted file mode 100644
index b0729bc5ad3baee139947f4ee7c85bf70885afdf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_013/checkpoint.index b/backend/app/project_greedy/trial_013/checkpoint.index
deleted file mode 100644
index 5c30b37e7bc337679a213e49bc0daa2561ce97f9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_013/trial.json b/backend/app/project_greedy/trial_013/trial.json
deleted file mode 100644
index 8dc52434d22ea43cf14d48940f0501d8f5f4af3c..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_013/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "013", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.18467149138450623], "step": 58}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.10406752675771713], "step": 58}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.13394838571548462], "step": 58}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08051672577857971], "step": 58}]}}}, "score": 0.13394838571548462, "best_step": 58, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_014/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_014/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2ce7595c45705ad3e078505571bf42f8f959c41e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_014/checkpoint.index b/backend/app/project_greedy/trial_014/checkpoint.index
deleted file mode 100644
index 840d5d1371161bb555464782eb67ab1af44571f3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_014/trial.json b/backend/app/project_greedy/trial_014/trial.json
deleted file mode 100644
index 73dd58a0e8e86284186d78db34459b629938b2e2..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_014/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "014", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1369374394416809], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0810803696513176], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14388737082481384], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09238115698099136], "step": 99}]}}}, "score": 0.14388737082481384, "best_step": 99, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_015/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_015/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9669f91261099b3af3e1760eee18942a1082c1d3..0000000000000000000000000000000000000000
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index 649456834412459fb380dd070f4e1c2b5c055e3f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_015/trial.json b/backend/app/project_greedy/trial_015/trial.json
deleted file mode 100644
index cbfa7a5488d3b91ce4a152e51a5e86eba4d68328..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_015/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "015", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.07055230438709259], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02751053124666214], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.07246588170528412], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.034429751336574554], "step": 98}]}}}, "score": 0.07246588170528412, "best_step": 98, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_016/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_016/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_016/trial.json b/backend/app/project_greedy/trial_016/trial.json
deleted file mode 100644
index dc0e6999625a7b3ea72c6da5d373b5202ea04afa..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_016/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "016", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11734848469495773], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04665675386786461], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.08713662624359131], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.038144029676914215], "step": 97}]}}}, "score": 0.08713662624359131, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_017/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_017/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_017/trial.json b/backend/app/project_greedy/trial_017/trial.json
deleted file mode 100644
index 2e52b04b2f56f99665138f9fa8349f1db0893c80..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_017/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "017", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6614344120025635], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9188733696937561], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6545096039772034], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9394158124923706], "step": 99}]}}}, "score": 0.6545096039772034, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_018/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_018/checkpoint.data-00000-of-00001
deleted file mode 100644
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index 5d6f5e1151333e91baf9db6afa0bad4187333847..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_018/trial.json b/backend/app/project_greedy/trial_018/trial.json
deleted file mode 100644
index 649e31082e4a32608461ddf45028c8d614131864..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_018/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "018", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1578681617975235], "step": 67}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.07615387439727783], "step": 67}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1025267168879509], "step": 67}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.046349987387657166], "step": 67}]}}}, "score": 0.1025267168879509, "best_step": 67, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_019/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_019/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7940b385216dd4d7d6f859df6b4d07c59374fe55..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_019/checkpoint.index b/backend/app/project_greedy/trial_019/checkpoint.index
deleted file mode 100644
index 3a4ac7459317fb0639b5100f85d7be855a74e381..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_019/trial.json b/backend/app/project_greedy/trial_019/trial.json
deleted file mode 100644
index 2ebb5f807635f0e4d50b11d2d837951f76b3f47b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_019/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "019", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2428840547800064], "step": 67}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.18477080762386322], "step": 67}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1730179339647293], "step": 67}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10178527981042862], "step": 67}]}}}, "score": 0.1730179339647293, "best_step": 67, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_020/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_020/checkpoint.data-00000-of-00001
deleted file mode 100644
index 87c0c1e860cffb5ad49f4c46bf38b19de27777b9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_020/checkpoint.index b/backend/app/project_greedy/trial_020/checkpoint.index
deleted file mode 100644
index d90e89f2b3bf04cdb09597d4411f1dc1feb50c82..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_020/trial.json b/backend/app/project_greedy/trial_020/trial.json
deleted file mode 100644
index 207a6f3be0a3c553bbda2b8f59c1165a6a1a506b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_020/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "020", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.12595292925834656], "step": 61}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05703049898147583], "step": 61}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.12406350672245026], "step": 61}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.05953828990459442], "step": 61}]}}}, "score": 0.12406350672245026, "best_step": 61, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_021/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_021/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2620d9238ee9f02d25b17eb5bc6ac2a081ec5bc6..0000000000000000000000000000000000000000
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deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_021/trial.json b/backend/app/project_greedy/trial_021/trial.json
deleted file mode 100644
index b375d9083d3841b180e16737c2eb1855c2b7a60e..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_021/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "021", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1061553955078125], "step": 92}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.050714753568172455], "step": 92}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1081925705075264], "step": 92}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06166599318385124], "step": 92}]}}}, "score": 0.1081925705075264, "best_step": 92, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_022/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_022/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_022/trial.json b/backend/app/project_greedy/trial_022/trial.json
deleted file mode 100644
index a9eb0b28c37992b8a10110f38910e4cc7614fe0d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_022/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "022", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8219125866889954], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1237568855285645], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7599929571151733], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9769171476364136], "step": 99}]}}}, "score": 0.7599929571151733, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_023/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_023/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_023/checkpoint.index b/backend/app/project_greedy/trial_023/checkpoint.index
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index fedd1f8bdf33ba6dc1735ce87641a1b8d4edf502..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_023/trial.json b/backend/app/project_greedy/trial_023/trial.json
deleted file mode 100644
index 6e9c09558043142e8d2990b1ceee94717e3f87a9..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_023/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "023", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.19868601858615875], "step": 72}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.12140873819589615], "step": 72}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1517527997493744], "step": 72}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08276399970054626], "step": 72}]}}}, "score": 0.1517527997493744, "best_step": 72, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_024/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_024/checkpoint.data-00000-of-00001
deleted file mode 100644
index b54d87acaaa63ba408aa9313d1a5ec5ea5a15fa1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_024/checkpoint.index b/backend/app/project_greedy/trial_024/checkpoint.index
deleted file mode 100644
index dd4e6b047d0663fb4d48c456ebbca7157d92338c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_024/trial.json b/backend/app/project_greedy/trial_024/trial.json
deleted file mode 100644
index 546a10a49fee6a1e78a69e62f55881244414e5e1..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_024/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "024", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.06772910803556442], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03295765444636345], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.0767664834856987], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04048774763941765], "step": 98}]}}}, "score": 0.0767664834856987, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_025/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_025/checkpoint.data-00000-of-00001
deleted file mode 100644
index 60bedbd2314fd8b9c00dca102be634a9e50babcf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_025/checkpoint.index b/backend/app/project_greedy/trial_025/checkpoint.index
deleted file mode 100644
index e79bdb110acd18826c1099d7317490769d126554..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_025/trial.json b/backend/app/project_greedy/trial_025/trial.json
deleted file mode 100644
index 93c58dda7b95abd0eb906ee90bcf9704ea35a5a4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_025/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "025", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.07932238280773163], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03163614869117737], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.08057272434234619], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.034926172345876694], "step": 98}]}}}, "score": 0.08057272434234619, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_026/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_026/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1aea3998c281b3217ab74201f7b463a5b21fc4f6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_026/checkpoint.index b/backend/app/project_greedy/trial_026/checkpoint.index
deleted file mode 100644
index 43b5128445fa7e356767ab53cdddb69aca79138f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_026/trial.json b/backend/app/project_greedy/trial_026/trial.json
deleted file mode 100644
index 9a19b6fab4fa3c2497b2c8afba95b3547f6144bf..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_026/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "026", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.05170705169439316], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.01618807390332222], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.055487338453531265], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.021439267322421074], "step": 99}]}}}, "score": 0.055487338453531265, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_027/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_027/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0061f70a4ec9e1eeb05d8ee9ea71de96d7663c93..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_027/checkpoint.index b/backend/app/project_greedy/trial_027/checkpoint.index
deleted file mode 100644
index 7bcc27dfec78c4395124df3861173bf7b9dae657..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_027/trial.json b/backend/app/project_greedy/trial_027/trial.json
deleted file mode 100644
index fe314397a6c98026998e419478afff1f23f9acde..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_027/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "027", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11385037004947662], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.056863754987716675], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11243289709091187], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06527792662382126], "step": 99}]}}}, "score": 0.11243289709091187, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_028/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_028/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4f1bad90cba5e150dfc937c8927a72c9b234d8b4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_028/checkpoint.index b/backend/app/project_greedy/trial_028/checkpoint.index
deleted file mode 100644
index 93348be047f27b63e3aabc2f85810f21a21cf823..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_028/trial.json b/backend/app/project_greedy/trial_028/trial.json
deleted file mode 100644
index 51b72b30eb24413a175ad14b554c861f93bb5739..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_028/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "028", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.06556840240955353], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02355031669139862], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.07018047571182251], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03401225805282593], "step": 98}]}}}, "score": 0.07018047571182251, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_029/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_029/checkpoint.data-00000-of-00001
deleted file mode 100644
index a7ef1bb68a195427160155a0dd7760585f0c411f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_029/checkpoint.index b/backend/app/project_greedy/trial_029/checkpoint.index
deleted file mode 100644
index de25dd4f042d8e97fb0a0bddf3fd63c141261809..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_029/trial.json b/backend/app/project_greedy/trial_029/trial.json
deleted file mode 100644
index f2e04f3a0c99af557b3f37cf03873e72692e08e0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_029/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "029", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.26427003741264343], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.20038996636867523], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.24258951842784882], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.18270230293273926], "step": 99}]}}}, "score": 0.24258951842784882, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_030/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_030/checkpoint.data-00000-of-00001
deleted file mode 100644
index 57f76e8bc683d367f6289a18b7a36e20d649af96..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_030/checkpoint.index b/backend/app/project_greedy/trial_030/checkpoint.index
deleted file mode 100644
index 54b119331f7dbae524d98fc8ce322bd2a633da19..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_030/trial.json b/backend/app/project_greedy/trial_030/trial.json
deleted file mode 100644
index 77c32aaa9cb8d1e017f51eee1adc55632228b5b1..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_030/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "030", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.11728887259960175], "step": 77}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04629163071513176], "step": 77}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.086483433842659], "step": 77}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.034756191074848175], "step": 77}]}}}, "score": 0.086483433842659, "best_step": 77, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_031/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_031/checkpoint.data-00000-of-00001
deleted file mode 100644
index fe75a4162f68a285c5adedcedd7a8e47e807ed8d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_031/checkpoint.index b/backend/app/project_greedy/trial_031/checkpoint.index
deleted file mode 100644
index 5e370a78d6e46847298e50665b9eb7b08aca1298..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_031/trial.json b/backend/app/project_greedy/trial_031/trial.json
deleted file mode 100644
index 356ee8643da45c79f5e9f68b007d1478a025a25f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_031/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "031", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15204177796840668], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.10577366501092911], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15003244578838348], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11256175488233566], "step": 95}]}}}, "score": 0.15003244578838348, "best_step": 95, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_032/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_032/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8ec86fab0ec19e98a91c2413c5491b4636e54f50..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_032/checkpoint.index b/backend/app/project_greedy/trial_032/checkpoint.index
deleted file mode 100644
index d3b9d06d572158009ab7645d5683f90dd33f65bb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_032/trial.json b/backend/app/project_greedy/trial_032/trial.json
deleted file mode 100644
index 5c4c882f82f5f800a0882810a24db93b2e86a50a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_032/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "032", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6932561993598938], "step": 3}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.017089605331421], "step": 3}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6857689619064331], "step": 3}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0289250612258911], "step": 3}]}}}, "score": 0.6857689619064331, "best_step": 3, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_033/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_033/checkpoint.data-00000-of-00001
deleted file mode 100644
index 900ffdcf6c1b02645f66dfe194521d411a76bd18..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_033/checkpoint.index b/backend/app/project_greedy/trial_033/checkpoint.index
deleted file mode 100644
index cff1ac0010207320f9080d932765bf2cce49b07e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_033/trial.json b/backend/app/project_greedy/trial_033/trial.json
deleted file mode 100644
index bda725e432139bb23be1fc7d52bcf8f2d8a357e4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_033/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "033", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6765355467796326], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9463550448417664], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6726179122924805], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9708728194236755], "step": 99}]}}}, "score": 0.6726179122924805, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_034/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_034/checkpoint.data-00000-of-00001
deleted file mode 100644
index 52d775e449f6f95584f5fb4f46b2d5a9b4e9315e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_034/checkpoint.index b/backend/app/project_greedy/trial_034/checkpoint.index
deleted file mode 100644
index 408a909e98b1f0eb8ea571f99f98556704d2e8dc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_034/trial.json b/backend/app/project_greedy/trial_034/trial.json
deleted file mode 100644
index f84459d7f36785d694d08b8e842dd71319d3c5ee..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_034/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "034", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.18314102292060852], "step": 51}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.11053967475891113], "step": 51}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14746791124343872], "step": 51}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.08348121494054794], "step": 51}]}}}, "score": 0.14746791124343872, "best_step": 51, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_035/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_035/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_035/trial.json b/backend/app/project_greedy/trial_035/trial.json
deleted file mode 100644
index 4a69b515c0fa25954e8c8d63c8bad885badb6cbc..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_035/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "035", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.030762162059545517], "step": 92}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.00313978036865592], "step": 92}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03213704749941826], "step": 92}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.0041748699732124805], "step": 92}]}}}, "score": 0.03213704749941826, "best_step": 92, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_036/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_036/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4a751584378212ee031b30e0e52eaf584505a44a..0000000000000000000000000000000000000000
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deleted file mode 100644
index b6d4898a81cde0a472ab0bdca20c57e7785101a9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_036/trial.json b/backend/app/project_greedy/trial_036/trial.json
deleted file mode 100644
index 367df2e32644228d7be07b5fb5fad835df5d2a0e..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_036/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "036", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [56.84284973144531], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [346860.96875], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6612804532051086], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.027812123298645], "step": 0}]}}}, "score": 0.6612804532051086, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_037/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_037/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5a7c7061c8f857d55f456d99e42b58f345a93986..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_037/checkpoint.index b/backend/app/project_greedy/trial_037/checkpoint.index
deleted file mode 100644
index 9c719a6aadf29e3f1bd378a4fdf95a5ec771fb0f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_037/trial.json b/backend/app/project_greedy/trial_037/trial.json
deleted file mode 100644
index 9898ef4ec03fd485a4076bd939a8307bba4ad4ad..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_037/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "037", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03395960107445717], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0037812446244060993], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03541840985417366], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.006264655385166407], "step": 97}]}}}, "score": 0.03541840985417366, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_038/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_038/checkpoint.data-00000-of-00001
deleted file mode 100644
index a115698a8a41eee7130021162ecf56059e5a60d0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_038/checkpoint.index b/backend/app/project_greedy/trial_038/checkpoint.index
deleted file mode 100644
index d8c4bfb92e4731c52c76510405a275890d2ee023..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_038/trial.json b/backend/app/project_greedy/trial_038/trial.json
deleted file mode 100644
index 9cd41d252e5ec7bc12a6eeac964ea6008b66838a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_038/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "038", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03855656459927559], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0062925610691308975], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04517237842082977], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.017585983499884605], "step": 97}]}}}, "score": 0.04517237842082977, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_039/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_039/checkpoint.data-00000-of-00001
deleted file mode 100644
index a3a5c3b2177868ce7fa3ff438a729368239c0d70..0000000000000000000000000000000000000000
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deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_039/trial.json b/backend/app/project_greedy/trial_039/trial.json
deleted file mode 100644
index 6bd3e61041a6ad0c9b64fe7b08045864f89a1a5a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_039/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "039", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.19371923804283142], "step": 94}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.11050301790237427], "step": 94}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11741141974925995], "step": 94}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.0553358756005764], "step": 94}]}}}, "score": 0.11741141974925995, "best_step": 94, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_040/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_040/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0aac403bf1fb72df9e48dff7320a7cc09bd2b23b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_040/trial.json b/backend/app/project_greedy/trial_040/trial.json
deleted file mode 100644
index 9f8ec3041621fce05f479c8a64e81dceae396faf..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_040/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "040", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.05463241785764694], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.01718822680413723], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.06263595074415207], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.025542965158820152], "step": 96}]}}}, "score": 0.06263595074415207, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_041/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_041/checkpoint.data-00000-of-00001
deleted file mode 100644
index a1d163e0a08146f4a0772f3892c13793f7d29d3f..0000000000000000000000000000000000000000
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deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_041/trial.json b/backend/app/project_greedy/trial_041/trial.json
deleted file mode 100644
index ec760a0ab93425f08bb22645c30d18b0567d79c0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_041/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "041", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.16471348702907562], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.08086900413036346], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.10602041333913803], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.051896482706069946], "step": 99}]}}}, "score": 0.10602041333913803, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_042/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_042/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2dbcf57d59b80d9b17a2b42bb46faf32255203fe..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_042/checkpoint.index b/backend/app/project_greedy/trial_042/checkpoint.index
deleted file mode 100644
index 72df76f15e3c1ecb074a3c7340cc1dcebaaaca7b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_042/trial.json b/backend/app/project_greedy/trial_042/trial.json
deleted file mode 100644
index 9c7b2f4a08d80c98104caa141f171d5b42890f67..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_042/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "042", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.09346947073936462], "step": 62}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03635132312774658], "step": 62}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.09124411642551422], "step": 62}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04385460540652275], "step": 62}]}}}, "score": 0.09124411642551422, "best_step": 62, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_043/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_043/checkpoint.data-00000-of-00001
deleted file mode 100644
index 990666303ab622af29ae92f520fabb780b726394..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_043/checkpoint.index b/backend/app/project_greedy/trial_043/checkpoint.index
deleted file mode 100644
index 76fb889e7932939c0529cb91514ffd1b3e1bef28..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_043/trial.json b/backend/app/project_greedy/trial_043/trial.json
deleted file mode 100644
index 7b937e2b8d97702e404f6acb7cc4877de52c44c0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_043/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "043", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.07279926538467407], "step": 92}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0152334775775671], "step": 92}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.05445590242743492], "step": 92}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.01722591742873192], "step": 92}]}}}, "score": 0.05445590242743492, "best_step": 92, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_044/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_044/checkpoint.data-00000-of-00001
deleted file mode 100644
index 546743735e1f07e5fb1ab4196d61c118a5d0a2ce..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_044/checkpoint.index b/backend/app/project_greedy/trial_044/checkpoint.index
deleted file mode 100644
index 145c220292991920a563a267c0c49807c3188bac..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_044/trial.json b/backend/app/project_greedy/trial_044/trial.json
deleted file mode 100644
index 6724123d00edb028fe733a1d6f4403e34cd14a68..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_044/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "044", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.10129722952842712], "step": 94}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02923096902668476], "step": 94}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.06580112129449844], "step": 94}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.021068811416625977], "step": 94}]}}}, "score": 0.06580112129449844, "best_step": 94, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_045/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_045/checkpoint.data-00000-of-00001
deleted file mode 100644
index 74d83ce153aaaf3fed0e7947a0cd1afa9ce2c79d..0000000000000000000000000000000000000000
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index 4911fc4655582d799c097fbdb591a565a53fff33..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_045/trial.json b/backend/app/project_greedy/trial_045/trial.json
deleted file mode 100644
index 43a31b41e5aec4ec7b664a9e0c8d60715f606d49..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_045/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "045", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.17037706077098846], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.14332817494869232], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18047483265399933], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.157223641872406], "step": 99}]}}}, "score": 0.18047483265399933, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_046/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_046/checkpoint.data-00000-of-00001
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index 7499028102301fcbedde752c0c70598bb7375871..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_046/checkpoint.index b/backend/app/project_greedy/trial_046/checkpoint.index
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index c2a9d7619ae2a233b1d48f26eba1aea8b0a1c008..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_046/trial.json b/backend/app/project_greedy/trial_046/trial.json
deleted file mode 100644
index 9b1e2035795747b6b4da6ffd629f64dd8a23e709..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_046/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "046", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.14259189367294312], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.09592500329017639], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.14510810375213623], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.10382883995771408], "step": 99}]}}}, "score": 0.14510810375213623, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_047/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_047/checkpoint.data-00000-of-00001
deleted file mode 100644
index 55caabb9e4d84b9fa1877b723e4702c0f719f37a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_047/checkpoint.index b/backend/app/project_greedy/trial_047/checkpoint.index
deleted file mode 100644
index 6bfed3c9f7d2f5008edc274262febaed0db1b9b6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_047/trial.json b/backend/app/project_greedy/trial_047/trial.json
deleted file mode 100644
index 112532edad807ac88723c023d20db7a2da8b745a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_047/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "047", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6034337282180786], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8440895676612854], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5968839526176453], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8569484353065491], "step": 99}]}}}, "score": 0.5968839526176453, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_048/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_048/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4b1e787ced45d4f51280e7eb57cd8673ece36e81..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_048/checkpoint.index b/backend/app/project_greedy/trial_048/checkpoint.index
deleted file mode 100644
index 960b8d1776f6a9587d56301022fe189f3547374d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_048/trial.json b/backend/app/project_greedy/trial_048/trial.json
deleted file mode 100644
index 5017ce5264c090ea49576f88ba8961ae46b9910d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_048/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "048", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04685858264565468], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.009724842384457588], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04765786603093147], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.009041257202625275], "step": 95}]}}}, "score": 0.04765786603093147, "best_step": 95, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_049/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_049/checkpoint.data-00000-of-00001
deleted file mode 100644
index fb3f8296bdcfe26507288c66a40eba4dd5e15d40..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_049/checkpoint.index b/backend/app/project_greedy/trial_049/checkpoint.index
deleted file mode 100644
index e9921584f797cfe58e399064ca51ee54eb3acf62..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_049/trial.json b/backend/app/project_greedy/trial_049/trial.json
deleted file mode 100644
index 7a15437f939800458d66256bfdc80b140f025de2..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_049/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "049", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.036471202969551086], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.005313824396580458], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.043626345694065094], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.011147533543407917], "step": 99}]}}}, "score": 0.043626345694065094, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_050/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_050/checkpoint.data-00000-of-00001
deleted file mode 100644
index 480f84e413226d58ad66399c99d29a8f27f74eb2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_050/checkpoint.index b/backend/app/project_greedy/trial_050/checkpoint.index
deleted file mode 100644
index adfc5adcc1bce9e852421bcbca200dbe073c4882..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_050/trial.json b/backend/app/project_greedy/trial_050/trial.json
deleted file mode 100644
index 6bc965fd3e9065695e7d6159f6d99669fa06891c..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_050/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "050", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2455615997314453], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.1763930320739746], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.17173771560192108], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11310628056526184], "step": 96}]}}}, "score": 0.17173771560192108, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_051/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_051/checkpoint.data-00000-of-00001
deleted file mode 100644
index 196e34aac19d9ebf789efb5b391b96e6a81d5955..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_051/checkpoint.index b/backend/app/project_greedy/trial_051/checkpoint.index
deleted file mode 100644
index d7613af07e568a64763f6bf9bc6a054813098332..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_051/trial.json b/backend/app/project_greedy/trial_051/trial.json
deleted file mode 100644
index 3858f3e087029509b25767eb294d0c5aef4d8048..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_051/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "051", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.29831987619400024], "step": 27}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.2398776113986969], "step": 27}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.229723259806633], "step": 27}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.13718897104263306], "step": 27}]}}}, "score": 0.229723259806633, "best_step": 27, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_052/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_052/checkpoint.data-00000-of-00001
deleted file mode 100644
index 67251b8ce12fdfe145a1136ef074bdffa650b99e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_052/checkpoint.index b/backend/app/project_greedy/trial_052/checkpoint.index
deleted file mode 100644
index ae74a4ee4d7b645534f36f7c6a2fbbf74966f551..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_052/trial.json b/backend/app/project_greedy/trial_052/trial.json
deleted file mode 100644
index 7bb573c87eb3e14873fe7572f3944937969c0d15..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_052/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "052", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.030757814645767212], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.00313409510999918], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03489081189036369], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.005228286609053612], "step": 98}]}}}, "score": 0.03489081189036369, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_053/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_053/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_greedy/trial_053/trial.json b/backend/app/project_greedy/trial_053/trial.json
deleted file mode 100644
index de3da557156b60c16fdc77a3872711f9dabd039d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_053/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "053", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03214627504348755], "step": 92}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0035950103774666786], "step": 92}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03548949956893921], "step": 92}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.007318191230297089], "step": 92}]}}}, "score": 0.03548949956893921, "best_step": 92, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_054/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_054/checkpoint.data-00000-of-00001
deleted file mode 100644
index 63ccf14bff5b3aab43ba40ac84d826b7c1fc67dc..0000000000000000000000000000000000000000
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index db7c60e8bf01c471dd46490bfc92282ffc307b5b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_054/trial.json b/backend/app/project_greedy/trial_054/trial.json
deleted file mode 100644
index 16ab0eef50545eb79a291517946c9d84d0f0e606..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_054/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "054", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.10531461238861084], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.036464281380176544], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.07186370342969894], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.025509124621748924], "step": 96}]}}}, "score": 0.07186370342969894, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_055/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_055/checkpoint.data-00000-of-00001
deleted file mode 100644
index ba31c8f9bd4418105dfa3a74764bf8cb16e81e1f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_055/checkpoint.index b/backend/app/project_greedy/trial_055/checkpoint.index
deleted file mode 100644
index ed2c3e317917e4a0771a1cef7a48ed5121591db6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_055/trial.json b/backend/app/project_greedy/trial_055/trial.json
deleted file mode 100644
index 0c8e0e23bd8fd207899e49db0060a27f9d1783f3..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_055/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "055", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04519927501678467], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.01228713896125555], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04992982745170593], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.019679173827171326], "step": 99}]}}}, "score": 0.04992982745170593, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_056/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_056/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4af6f4138d112b61221c8599d5d9a93b290fef43..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_056/checkpoint.index b/backend/app/project_greedy/trial_056/checkpoint.index
deleted file mode 100644
index c3eb585f5977934469c3be247e476234503f5eb3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_056/trial.json b/backend/app/project_greedy/trial_056/trial.json
deleted file mode 100644
index 5fb2e6f12db006ca6a5ad0c026393d3413208467..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_056/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "056", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.062467269599437714], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.023257428780198097], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.06747511774301529], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.029156487435102463], "step": 98}]}}}, "score": 0.06747511774301529, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_057/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_057/checkpoint.data-00000-of-00001
deleted file mode 100644
index 435fb6c894bc7cd7affa0bbdea0aa0944c87212e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_057/trial.json b/backend/app/project_greedy/trial_057/trial.json
deleted file mode 100644
index 76f180334a23d2c6fa7bc0d8fe2da822dc3a1af7..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_057/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "057", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04345329850912094], "step": 60}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.008982072584331036], "step": 60}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.050444699823856354], "step": 60}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.018070615828037262], "step": 60}]}}}, "score": 0.050444699823856354, "best_step": 60, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_058/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_058/checkpoint.data-00000-of-00001
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index c16e1ff9a6d984694d7d80a35b46b0ddf2264f27..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_058/trial.json b/backend/app/project_greedy/trial_058/trial.json
deleted file mode 100644
index 5f9fe3f070bddcd00e9ceea7fbb899494d736149..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_058/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "058", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0349765308201313], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0044479528442025185], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03983534500002861], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.007961408235132694], "step": 98}]}}}, "score": 0.03983534500002861, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_059/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_059/checkpoint.data-00000-of-00001
deleted file mode 100644
index 43eda69520a9c420c5af398d093d9fec24687d82..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_059/checkpoint.index b/backend/app/project_greedy/trial_059/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_059/trial.json b/backend/app/project_greedy/trial_059/trial.json
deleted file mode 100644
index e29b07c0d0bc689f51c4740171e2e1bb61732764..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_059/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "059", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04955115541815758], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.01595640368759632], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.057691555470228195], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.023603081703186035], "step": 97}]}}}, "score": 0.057691555470228195, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_060/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_060/checkpoint.data-00000-of-00001
deleted file mode 100644
index a836ff37f1928bb60228a53e3389738f3b441d49..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_060/checkpoint.index b/backend/app/project_greedy/trial_060/checkpoint.index
deleted file mode 100644
index 752fee7d8ab83d9c540307277c998d2cdfb6475a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_060/trial.json b/backend/app/project_greedy/trial_060/trial.json
deleted file mode 100644
index 680e3adcce0f79650c32dc787e747b85fcdf9a4d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_060/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "060", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.07165033370256424], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03388477861881256], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.07543197274208069], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04292554780840874], "step": 99}]}}}, "score": 0.07543197274208069, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_061/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_061/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0e5510f56ce3bfb3779a797232340cd1160ec3a6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_061/checkpoint.index b/backend/app/project_greedy/trial_061/checkpoint.index
deleted file mode 100644
index b033832a8097eb87c0ad4c4443b469f3cd9c32f4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_061/trial.json b/backend/app/project_greedy/trial_061/trial.json
deleted file mode 100644
index 68c50b147a5646cfb9792caf4a10c0292bb6f25e..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_061/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "061", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.031659748405218124], "step": 93}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0032735480926930904], "step": 93}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03496462106704712], "step": 93}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.004633866250514984], "step": 93}]}}}, "score": 0.03496462106704712, "best_step": 93, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_062/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_062/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9288a9ee2b8766babb4603d51805bc050b9acb30..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_062/checkpoint.index b/backend/app/project_greedy/trial_062/checkpoint.index
deleted file mode 100644
index 9dfa87b907093034ca0f202daf625caf4f40e62b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_062/trial.json b/backend/app/project_greedy/trial_062/trial.json
deleted file mode 100644
index b925f9d3c8aa8088496fc9e1f1e347daa60bbc45..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_062/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "062", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.007280481513589621], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.002609007526189089], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.01537374034523964], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.007369778119027615], "step": 98}]}}}, "score": 0.01537374034523964, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_063/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_063/checkpoint.data-00000-of-00001
deleted file mode 100644
index dc58d7262411b66e7c37a12d610253caa859f326..0000000000000000000000000000000000000000
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deleted file mode 100644
index 76b2e7f765b479e9cf3cc208851bd1c13f56f863..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_063/trial.json b/backend/app/project_greedy/trial_063/trial.json
deleted file mode 100644
index 03d5c1922c0299c80d9cbed364eea1f4075ac404..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_063/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "063", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04543435946106911], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02167007327079773], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.054629310965538025], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.02714144065976143], "step": 98}]}}}, "score": 0.054629310965538025, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_064/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_064/checkpoint.data-00000-of-00001
deleted file mode 100644
index 98cd349fb02789158882e48d16d3db0a80f71b20..0000000000000000000000000000000000000000
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index e6283770048f1aefb1fa9c502caf9776b359b969..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_064/trial.json b/backend/app/project_greedy/trial_064/trial.json
deleted file mode 100644
index eca7c9f3b9a3bbbc0b48e5b236edd303833037c4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_064/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "064", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.20278260111808777], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.1671874225139618], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2047738879919052], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1790105551481247], "step": 98}]}}}, "score": 0.2047738879919052, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_065/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_065/checkpoint.data-00000-of-00001
deleted file mode 100644
index 53589d6aafc65ee0739d86e845a600459adfdc69..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_065/checkpoint.index b/backend/app/project_greedy/trial_065/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_065/trial.json b/backend/app/project_greedy/trial_065/trial.json
deleted file mode 100644
index ab7e67491b3a30da39a9faa14e5269cde89e811f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_065/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "065", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.022496340796351433], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.008570143952965736], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.033219657838344574], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.012987885624170303], "step": 98}]}}}, "score": 0.033219657838344574, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_066/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_066/checkpoint.data-00000-of-00001
deleted file mode 100644
index 78cd98dff337a4b2ec44aeef19a603cdf4aa8a0d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_066/checkpoint.index b/backend/app/project_greedy/trial_066/checkpoint.index
deleted file mode 100644
index 16fdc47e2c3b4b5ce3707b03227c1da94fbecc43..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_066/trial.json b/backend/app/project_greedy/trial_066/trial.json
deleted file mode 100644
index 9cf2c7eef26f8e6f5fbf453d44384d8e4afaa020..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_066/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "066", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.14252537488937378], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.06612997502088547], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.09650974720716476], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04846959933638573], "step": 97}]}}}, "score": 0.09650974720716476, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_067/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_067/checkpoint.data-00000-of-00001
deleted file mode 100644
index 76c4e678306765996f2bd5b5a0ba9765d89bdf5c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_067/checkpoint.index b/backend/app/project_greedy/trial_067/checkpoint.index
deleted file mode 100644
index 8964bc2f682b6fcbfac3deb98dfc016c19f50b54..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_067/trial.json b/backend/app/project_greedy/trial_067/trial.json
deleted file mode 100644
index 2ff33d46756ff06a9dd3ac4143ac8b24d355fc5d..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_067/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "067", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.088210329413414], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.025976084172725677], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.05573588237166405], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.021351151168346405], "step": 98}]}}}, "score": 0.05573588237166405, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_068/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_068/checkpoint.data-00000-of-00001
deleted file mode 100644
index 69c67fe6a8778d4c8b576d233d6fb71c555138b3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_068/checkpoint.index b/backend/app/project_greedy/trial_068/checkpoint.index
deleted file mode 100644
index 445619617c881acd4d50b6800ee3e6afab0a07d0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_068/trial.json b/backend/app/project_greedy/trial_068/trial.json
deleted file mode 100644
index e3460f1e609583083feb85aa69606e7d91885cd3..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_068/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "068", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.017214298248291016], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0067784772254526615], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.027822377160191536], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.012457265518605709], "step": 98}]}}}, "score": 0.027822377160191536, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_069/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_069/checkpoint.data-00000-of-00001
deleted file mode 100644
index 33643d9d5733f3a2e1e531a9a258d2cb386362a4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_069/checkpoint.index b/backend/app/project_greedy/trial_069/checkpoint.index
deleted file mode 100644
index f5c0df24718f396ecf7a8bb591735eec870eb248..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_069/trial.json b/backend/app/project_greedy/trial_069/trial.json
deleted file mode 100644
index 263bd57949619b3c3b5beb57aa016512343deee1..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_069/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "069", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.058981381356716156], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.012642499059438705], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.039608363062143326], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.013484127819538116], "step": 97}]}}}, "score": 0.039608363062143326, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_070/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_070/checkpoint.data-00000-of-00001
deleted file mode 100644
index 976f2c8cbb98b3601261fc8a4402f9b86d964290..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_070/checkpoint.index b/backend/app/project_greedy/trial_070/checkpoint.index
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diff --git a/backend/app/project_greedy/trial_070/trial.json b/backend/app/project_greedy/trial_070/trial.json
deleted file mode 100644
index 4203dbaaad4b078faa7852f0c4988ef4c15bc3e4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_070/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "070", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03573260083794594], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.016461467370390892], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.046951644122600555], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.022521404549479485], "step": 98}]}}}, "score": 0.046951644122600555, "best_step": 98, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_greedy/trial_071/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_071/checkpoint.data-00000-of-00001
deleted file mode 100644
index 638e9086a8a57db1e3202dda215b26e0e42910e1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_071/checkpoint.index b/backend/app/project_greedy/trial_071/checkpoint.index
deleted file mode 100644
index 4fe2d07f716781eae606fdf4076f53c99e77c3a4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_071/trial.json b/backend/app/project_greedy/trial_071/trial.json
deleted file mode 100644
index 4242adec346e7d370354ab9e64f4c7e5aa990180..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_071/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "071", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5304773449897766], "step": 93}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6556941866874695], "step": 93}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.48271676898002625], "step": 93}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6005322933197021], "step": 93}]}}}, "score": 0.48271676898002625, "best_step": 93, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_072/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_072/checkpoint.data-00000-of-00001
deleted file mode 100644
index 25ea3970df8b48bcea80fa8456b86e38032017fa..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_072/checkpoint.index b/backend/app/project_greedy/trial_072/checkpoint.index
deleted file mode 100644
index 0be1e0f018c85b7d928c19773c048c2fbf8505a3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_072/trial.json b/backend/app/project_greedy/trial_072/trial.json
deleted file mode 100644
index c075180626cf5fd6f33e8583ff1c3eae6dc574cc..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_072/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "072", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.08426588028669357], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.04853178560733795], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.09808272868394852], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.06407449394464493], "step": 98}]}}}, "score": 0.09808272868394852, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_073/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_073/checkpoint.data-00000-of-00001
deleted file mode 100644
index 25c939080b00ca49c2b3daeb7a5568abbc99d643..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_073/checkpoint.index b/backend/app/project_greedy/trial_073/checkpoint.index
deleted file mode 100644
index 42c96ddb134b52e5122697c6f9b85f96ebf6069c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_073/trial.json b/backend/app/project_greedy/trial_073/trial.json
deleted file mode 100644
index 92c93bc7e1f4b2f63ce342145df1a233f6c74697..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_073/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "073", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.08821479976177216], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.027705391868948936], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.05863581597805023], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.022923771291971207], "step": 98}]}}}, "score": 0.05863581597805023, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_074/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_074/checkpoint.data-00000-of-00001
deleted file mode 100644
index ae34c55a5a43d45f76e62c75274becb829b23dfa..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_074/checkpoint.index b/backend/app/project_greedy/trial_074/checkpoint.index
deleted file mode 100644
index 38e2200fd3c3971ad5fc01ab185cabf5a263e4bb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_074/trial.json b/backend/app/project_greedy/trial_074/trial.json
deleted file mode 100644
index 2c9c57e5252d1015b6e8010b6b10c6438639550f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_074/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "074", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2612709105014801], "step": 43}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.1925015151500702], "step": 43}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2088010162115097], "step": 43}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12480577081441879], "step": 43}]}}}, "score": 0.2088010162115097, "best_step": 43, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_075/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_075/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4cd69d3679cd9710dcaa86bcf997a360e3bcca58..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_075/checkpoint.index b/backend/app/project_greedy/trial_075/checkpoint.index
deleted file mode 100644
index f350f48e9b9f7bb8ea356acd9f13772e2f289e5e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_075/trial.json b/backend/app/project_greedy/trial_075/trial.json
deleted file mode 100644
index 6b9f0cf47da62a7575973578884aa1166d14b580..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_075/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "075", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.022023914381861687], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.00843124371021986], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03372243791818619], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.016881531104445457], "step": 98}]}}}, "score": 0.03372243791818619, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_076/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_076/checkpoint.data-00000-of-00001
deleted file mode 100644
index 227d5cdabbdce5826b9d73ec288d2943219c004e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_076/checkpoint.index b/backend/app/project_greedy/trial_076/checkpoint.index
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index 693d9576bf1a666798c0ac03a018844290a2036d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_076/trial.json b/backend/app/project_greedy/trial_076/trial.json
deleted file mode 100644
index d4f5bf7d6c8f0fbff37aafcb1acef4dab43b0dc6..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_076/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "076", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03674127906560898], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.018011052161455154], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04816330596804619], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.027028735727071762], "step": 98}]}}}, "score": 0.04816330596804619, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_077/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_077/checkpoint.data-00000-of-00001
deleted file mode 100644
index 819178960a8b18c992db1275358978e635ca45b5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_077/checkpoint.index b/backend/app/project_greedy/trial_077/checkpoint.index
deleted file mode 100644
index 38370cb039c8b82823fe05fd6e024243c94f9c1e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_077/trial.json b/backend/app/project_greedy/trial_077/trial.json
deleted file mode 100644
index 5a27f7eaf8271ce5fe2be325bdd76bd9111035d9..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_077/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "077", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.009138382971286774], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0031380325090140104], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.018391203135252], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.008274652063846588], "step": 98}]}}}, "score": 0.018391203135252, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_078/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_078/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7e5dac7dc4dab6aee3628e7b47cf9045e507d65b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_078/checkpoint.index b/backend/app/project_greedy/trial_078/checkpoint.index
deleted file mode 100644
index 8cfd425c917a9ec61f152d53faf737185244a67d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_078/trial.json b/backend/app/project_greedy/trial_078/trial.json
deleted file mode 100644
index cf0230556d2b26ba6c38891c9a186d534bb63cc9..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_078/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "078", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5892574191093445], "step": 56}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7900471091270447], "step": 56}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5465862154960632], "step": 56}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7460414171218872], "step": 56}]}}}, "score": 0.5465862154960632, "best_step": 56, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_079/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_079/checkpoint.data-00000-of-00001
deleted file mode 100644
index 870a7d8008b2a7e38b3b9b938972b933dc5cfbe1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_079/checkpoint.index b/backend/app/project_greedy/trial_079/checkpoint.index
deleted file mode 100644
index bb080bde379db66c3dbe308edf1a27f62d307771..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_079/trial.json b/backend/app/project_greedy/trial_079/trial.json
deleted file mode 100644
index 161797a00d87283b3f37048427200ca993b9efed..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_079/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "079", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.017242951318621635], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.00771705899387598], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03059641271829605], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.01784464530646801], "step": 98}]}}}, "score": 0.03059641271829605, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_080/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_080/checkpoint.data-00000-of-00001
deleted file mode 100644
index dca238b5631ec99cf5608e19f65e155ca1385eb7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_080/checkpoint.index b/backend/app/project_greedy/trial_080/checkpoint.index
deleted file mode 100644
index ccba0ee6bb55a6e2d64d53a118e09e9e6c351368..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_080/trial.json b/backend/app/project_greedy/trial_080/trial.json
deleted file mode 100644
index 8fa3519569f09d69f8be72e9ae7af59bb8714462..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_080/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "080", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.02191009558737278], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.011005720123648643], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.0351712629199028], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.02217950113117695], "step": 98}]}}}, "score": 0.0351712629199028, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_081/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_081/checkpoint.data-00000-of-00001
deleted file mode 100644
index f8b2929ff445cc6a215f64bc38bcf44f413a8181..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_081/checkpoint.index b/backend/app/project_greedy/trial_081/checkpoint.index
deleted file mode 100644
index 8858f8ac989b80ac24915514bfb5ef2b53643782..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_081/trial.json b/backend/app/project_greedy/trial_081/trial.json
deleted file mode 100644
index 79e88c2ea3bcd230c7a32f2e64e1c95cb3bc80a4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_081/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "081", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.011397149413824081], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.004976664669811726], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.022950487211346626], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.014565779827535152], "step": 98}]}}}, "score": 0.022950487211346626, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_082/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_082/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4e8c2246dd281be8ee242aa04d34f565f2828014..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_082/checkpoint.index b/backend/app/project_greedy/trial_082/checkpoint.index
deleted file mode 100644
index 11cf872d5ea1a45f41d430d948473bc4a2b69a58..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_082/trial.json b/backend/app/project_greedy/trial_082/trial.json
deleted file mode 100644
index 092077a5b4d8aa99cdaa3e46bc8e63ea9e69e899..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_082/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "082", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.012329506687819958], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.005198600236326456], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.024051863700151443], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.013855887576937675], "step": 98}]}}}, "score": 0.024051863700151443, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_083/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_083/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_083/checkpoint.index b/backend/app/project_greedy/trial_083/checkpoint.index
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diff --git a/backend/app/project_greedy/trial_083/trial.json b/backend/app/project_greedy/trial_083/trial.json
deleted file mode 100644
index 753ae29ea118e91ca82a2856f5f710c29319369a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_083/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "083", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.011971108615398407], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.004059392027556896], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.02212654799222946], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.009899414144456387], "step": 98}]}}}, "score": 0.02212654799222946, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_084/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_084/checkpoint.data-00000-of-00001
deleted file mode 100644
index 29a8d304467794a1c1cfdd6ee6f67153054ebcb7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_084/checkpoint.index b/backend/app/project_greedy/trial_084/checkpoint.index
deleted file mode 100644
index 38733d796d803245aec4d888bb0cf82cdc219233..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_084/trial.json b/backend/app/project_greedy/trial_084/trial.json
deleted file mode 100644
index ea342eaf352e56198a50a3ba640a77561a8e1a5f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_084/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "084", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.05757462978363037], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03724232316017151], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.06630507111549377], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.044493719935417175], "step": 98}]}}}, "score": 0.06630507111549377, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_085/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_085/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7d1fa037f7177caa4e4dc5a4d3ad41ad09bcb92f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_085/checkpoint.index b/backend/app/project_greedy/trial_085/checkpoint.index
deleted file mode 100644
index 678b55c10c1cc4ea8e096a311f2d3229b2a06a1a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_085/trial.json b/backend/app/project_greedy/trial_085/trial.json
deleted file mode 100644
index cdab72056ac71abc64740ce43a3bc54d32833739..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_085/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "085", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.05990954861044884], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02961793914437294], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.0676654651761055], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03518800064921379], "step": 98}]}}}, "score": 0.0676654651761055, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_086/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_086/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5c2407dc934624e8eca4390de30e382f4350f9a3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_086/checkpoint.index b/backend/app/project_greedy/trial_086/checkpoint.index
deleted file mode 100644
index 6117932a5502bd2aeda87c733605d3a876b65301..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_086/trial.json b/backend/app/project_greedy/trial_086/trial.json
deleted file mode 100644
index 73ec4c59a1c547ffba6005fa2fb307d5ca6b961b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_086/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "086", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.07569178193807602], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.03654332086443901], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.0848768875002861], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.04605190455913544], "step": 98}]}}}, "score": 0.0848768875002861, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_087/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_087/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3892f808277d3ef126d7a73fec70a75cd09b712e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_087/checkpoint.index b/backend/app/project_greedy/trial_087/checkpoint.index
deleted file mode 100644
index 360047d82338aaaabd22d50f5aaafb80f3081956..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_087/trial.json b/backend/app/project_greedy/trial_087/trial.json
deleted file mode 100644
index af51f93d08f3a85968950f957272a035004f33f0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_087/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "087", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.04152051359415054], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.02020939812064171], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.053768694400787354], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.03084121085703373], "step": 98}]}}}, "score": 0.053768694400787354, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_088/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_088/checkpoint.data-00000-of-00001
deleted file mode 100644
index 51fad8acbcd6f7498a8fd530b3db9e6d58b5162e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_088/checkpoint.index b/backend/app/project_greedy/trial_088/checkpoint.index
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index a5b5b43b535a76ee5a81e19485faf29c105a174d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_088/trial.json b/backend/app/project_greedy/trial_088/trial.json
deleted file mode 100644
index 877f072d10e95ff82cd359e93159576fb2091e9b..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_088/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "088", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.10057394951581955], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05773800611495972], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1113051027059555], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07121177017688751], "step": 98}]}}}, "score": 0.1113051027059555, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_089/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_089/checkpoint.data-00000-of-00001
deleted file mode 100644
index b7c1fc95eefd5fbc58d35dfdf9c1764226b875c9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_089/checkpoint.index b/backend/app/project_greedy/trial_089/checkpoint.index
deleted file mode 100644
index bfdf5f50be37d763b2b395319988e1e57f8ec365..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_089/trial.json b/backend/app/project_greedy/trial_089/trial.json
deleted file mode 100644
index ffaee34a4958513d82b519be55a2e6484e53210a..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_089/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "089", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.031428661197423935], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.01445057149976492], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04301673173904419], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.02256438508629799], "step": 98}]}}}, "score": 0.04301673173904419, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_090/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_090/checkpoint.data-00000-of-00001
deleted file mode 100644
index 417f04c053f79e61c22e94987d625070786eaafc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_090/checkpoint.index b/backend/app/project_greedy/trial_090/checkpoint.index
deleted file mode 100644
index d38f57ad3fd60d23923c802adb271099e2f3aad7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_090/trial.json b/backend/app/project_greedy/trial_090/trial.json
deleted file mode 100644
index 896630f3bbb31a10a5f859cd55fe7c3b7769c409..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_090/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "090", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.022290481254458427], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.009957152418792248], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.03323844447731972], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.017453305423259735], "step": 98}]}}}, "score": 0.03323844447731972, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_091/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_091/checkpoint.data-00000-of-00001
deleted file mode 100644
index 80f4bf4ff3421cf17fcef1fb523d300df3cbab4f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_091/checkpoint.index b/backend/app/project_greedy/trial_091/checkpoint.index
deleted file mode 100644
index 45b309fa7d6d03a78f0bb11cd1405ff663288fa0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_091/trial.json b/backend/app/project_greedy/trial_091/trial.json
deleted file mode 100644
index a7174a189caec80fc8687b65882f7c4274827fd4..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_091/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "091", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.010586288757622242], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.003936031833291054], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.022020746022462845], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.012003977783024311], "step": 98}]}}}, "score": 0.022020746022462845, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_092/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_092/checkpoint.data-00000-of-00001
deleted file mode 100644
index d5e6c6033f5333479e53816fc82451df638c17b0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_092/checkpoint.index b/backend/app/project_greedy/trial_092/checkpoint.index
deleted file mode 100644
index f20156bba2f4a801ea762e7d656f24e3f651b588..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_092/trial.json b/backend/app/project_greedy/trial_092/trial.json
deleted file mode 100644
index adb63e89dd8832c900fc40da060c876de07b13fe..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_092/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "092", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2734457552433014], "step": 90}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.21520090103149414], "step": 90}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.1964186131954193], "step": 90}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.14654119312763214], "step": 90}]}}}, "score": 0.1964186131954193, "best_step": 90, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_093/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_093/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6c9ae6e23c5e0cbf67c6d6c5bf27e8eeaa498337..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_093/checkpoint.index b/backend/app/project_greedy/trial_093/checkpoint.index
deleted file mode 100644
index be724d611228d51e16e265a40dee68fe6122194d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_093/trial.json b/backend/app/project_greedy/trial_093/trial.json
deleted file mode 100644
index 7be07d8021b8cb48d5eb76e996614d943eb6815f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_093/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "093", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.35968804359436035], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.44840332865715027], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3720588982105255], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4701271057128906], "step": 98}]}}}, "score": 0.3720588982105255, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_094/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_094/checkpoint.data-00000-of-00001
deleted file mode 100644
index e208af125307f5786f08cd6e59dc5745f57882e7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_094/checkpoint.index b/backend/app/project_greedy/trial_094/checkpoint.index
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index a25135ce04e22c000b4b702fb68660236e5550e9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_094/trial.json b/backend/app/project_greedy/trial_094/trial.json
deleted file mode 100644
index ef7d7dbc9a2d4cf7e2a7d41e8ef29ddd2faaa510..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_094/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "094", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.017285900190472603], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0069047086872160435], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.02955520711839199], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.017012836411595345], "step": 98}]}}}, "score": 0.02955520711839199, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_095/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_095/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_095/checkpoint.index b/backend/app/project_greedy/trial_095/checkpoint.index
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diff --git a/backend/app/project_greedy/trial_095/trial.json b/backend/app/project_greedy/trial_095/trial.json
deleted file mode 100644
index f1253dab1f12ce1b8de52b6eab551758d1156e0f..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_095/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "095", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.010840728878974915], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.0038464574608951807], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.021773934364318848], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.011860230006277561], "step": 98}]}}}, "score": 0.021773934364318848, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_096/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_096/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_greedy/trial_096/checkpoint.index b/backend/app/project_greedy/trial_096/checkpoint.index
deleted file mode 100644
index d58dbe1eb2ff74fb5553a442a439600fad5e115f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_096/trial.json b/backend/app/project_greedy/trial_096/trial.json
deleted file mode 100644
index 7e411ba7f4425ce406abde625c631cfd3981db31..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_096/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "096", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4819476008415222], "step": 91}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5259859561920166], "step": 91}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4098774790763855], "step": 91}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.400485634803772], "step": 91}]}}}, "score": 0.4098774790763855, "best_step": 91, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_097/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_097/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2b91a8a5df2145ed62fc9e8c2491400f113d7a95..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_097/checkpoint.index b/backend/app/project_greedy/trial_097/checkpoint.index
deleted file mode 100644
index 94edb8aa7cbe09f84e500192947183994b4ab27c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_097/trial.json b/backend/app/project_greedy/trial_097/trial.json
deleted file mode 100644
index ad477b3509523861dfa071115444826116431e16..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_097/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "097", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3401438891887665], "step": 4}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.281151682138443], "step": 4}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3128194510936737], "step": 4}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.23241236805915833], "step": 4}]}}}, "score": 0.3128194510936737, "best_step": 4, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_098/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_098/checkpoint.data-00000-of-00001
deleted file mode 100644
index c7840a88d5471f053bf00679bf48fc54a8875a71..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_098/checkpoint.index b/backend/app/project_greedy/trial_098/checkpoint.index
deleted file mode 100644
index a4a6dc9b0809922b341fc9f75ebc28aea91325a0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_098/trial.json b/backend/app/project_greedy/trial_098/trial.json
deleted file mode 100644
index 5ed0a5f93601d2cc337bcf0f2c06b7a0993068b0..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_098/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "098", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5355779528617859], "step": 84}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6721432209014893], "step": 84}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.48427602648735046], "step": 84}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5442454814910889], "step": 84}]}}}, "score": 0.48427602648735046, "best_step": 84, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_greedy/trial_099/checkpoint.data-00000-of-00001 b/backend/app/project_greedy/trial_099/checkpoint.data-00000-of-00001
deleted file mode 100644
index bd7d3c578079689f406d17f7b5d7973fc6184185..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_099/checkpoint.index b/backend/app/project_greedy/trial_099/checkpoint.index
deleted file mode 100644
index 1dbb068c1f092ada68bf2b7f1aa658a8e38bec04..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_greedy/trial_099/trial.json b/backend/app/project_greedy/trial_099/trial.json
deleted file mode 100644
index 6ab478d6be2982aa80a0ac146035043c0244d1de..0000000000000000000000000000000000000000
--- a/backend/app/project_greedy/trial_099/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "099", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.46356067061424255], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.569762110710144], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.38020533323287964], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.4701331555843353], "step": 98}]}}}, "score": 0.38020533323287964, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/best_model/keras_metadata.pb b/backend/app/project_hyperband/best_model/keras_metadata.pb
deleted file mode 100644
index d88877cb5e72d23f65386e47c3cf24234991c006..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/best_model/keras_metadata.pb
+++ /dev/null
@@ -1,19 +0,0 @@
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Binary files a/backend/app/project_hyperband/best_model/variables/variables.index and /dev/null differ
diff --git a/backend/app/project_hyperband/oracle.json b/backend/app/project_hyperband/oracle.json
deleted file mode 100644
index 8b33efdd25de8928daf71339b430f731b3d45865..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/oracle.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/backend/app/project_hyperband/training_time.json b/backend/app/project_hyperband/training_time.json
deleted file mode 100644
index c756964ed903884612a4cb8a4a0b87ca23bdb749..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/training_time.json
+++ /dev/null
@@ -1 +0,0 @@
-{"training_time": 854.5442152023315}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_000/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_000/checkpoint.data-00000-of-00001
deleted file mode 100644
index aa0f37e60414064e53273f176f9061afb4944558..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_000/checkpoint.index b/backend/app/project_hyperband/trial_000/checkpoint.index
deleted file mode 100644
index 82c63cc785e16496b1afe2818cb3cba4d60829f5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_000/trial.json b/backend/app/project_hyperband/trial_000/trial.json
deleted file mode 100644
index 96550b284f8fcf21b9e187fc811e1dba5e19c3a6..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_000/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "000", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7593439817428589], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0136950016021729], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7086546421051025], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9660951495170593], "step": 1}]}}}, "score": 0.7086546421051025, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_001/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_001/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0a563fceb97e00cc2e1a4f4277ad76dca81c6276..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_001/checkpoint.index b/backend/app/project_hyperband/trial_001/checkpoint.index
deleted file mode 100644
index 16d703c29206b882157c3fba962067e6a6ceae56..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_001/trial.json b/backend/app/project_hyperband/trial_001/trial.json
deleted file mode 100644
index 7117c1b2c045c8b83403593608e83faeffba71ed..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_001/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "001", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.760495126247406], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.990063488483429], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.723809003829956], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9242373704910278], "step": 1}]}}}, "score": 0.723809003829956, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_002/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_002/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7dd0b26e8cb8a4c604755eae7ab9053a444cd110..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_002/checkpoint.index b/backend/app/project_hyperband/trial_002/checkpoint.index
deleted file mode 100644
index 9bbcb457c379851d7a1a7cebd99dcb1ccecd0037..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_002/trial.json b/backend/app/project_hyperband/trial_002/trial.json
deleted file mode 100644
index 2e6046d5605e3ac4b1146701e1269dd68890f767..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_002/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "002", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1638582944869995], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.2157788276672363], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.896136999130249], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.3350976705551147], "step": 1}]}}}, "score": 0.896136999130249, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_003/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_003/checkpoint.data-00000-of-00001
deleted file mode 100644
index bed92f120d492c044ea3d8b021039be9ca13a121..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_003/checkpoint.index b/backend/app/project_hyperband/trial_003/checkpoint.index
deleted file mode 100644
index 840fb62e5ce8259c1449a37f6a893adfea7001c4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_003/trial.json b/backend/app/project_hyperband/trial_003/trial.json
deleted file mode 100644
index a3fa47a4429bec9439ab58554bde0ad9f2875546..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_003/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "003", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.7087727785110474], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [4.736799240112305], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.0112910270690918], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.6227028369903564], "step": 1}]}}}, "score": 1.0112910270690918, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_004/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_004/checkpoint.data-00000-of-00001
deleted file mode 100644
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diff --git a/backend/app/project_hyperband/trial_004/checkpoint.index b/backend/app/project_hyperband/trial_004/checkpoint.index
deleted file mode 100644
index 08b24a8bbd8fb4c836f83d4a60712e2bf795cce5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_004/trial.json b/backend/app/project_hyperband/trial_004/trial.json
deleted file mode 100644
index 31ca9505aa28de23f69fb372c437ae7324679eb1..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_004/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "004", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.245634913444519], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.5562362670898438], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7328536510467529], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9288824796676636], "step": 0}]}}}, "score": 0.7328536510467529, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_005/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_005/checkpoint.data-00000-of-00001
deleted file mode 100644
index cd85cf60feb72030984ad70b8ebdcd2e2f7e603d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_005/checkpoint.index b/backend/app/project_hyperband/trial_005/checkpoint.index
deleted file mode 100644
index 176e739f276ea5ae86d95650935d43ae0f8abbbc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_005/trial.json b/backend/app/project_hyperband/trial_005/trial.json
deleted file mode 100644
index 820294472f1f0cd6de3144a61b9b70d0d623ca46..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_005/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "005", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7315921783447266], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9029913544654846], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7219372391700745], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9171581268310547], "step": 1}]}}}, "score": 0.7219372391700745, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_006/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_006/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2e66ffa700c8fddab4aa3166ebc1eb5487e5fa52..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_006/checkpoint.index b/backend/app/project_hyperband/trial_006/checkpoint.index
deleted file mode 100644
index 01c60c582431bee1e370192611a441a4038ec1f3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_006/trial.json b/backend/app/project_hyperband/trial_006/trial.json
deleted file mode 100644
index 1f16eaf4c91cf9c55ee9342b9745c0ce20705403..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_006/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "006", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7329419255256653], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.913684606552124], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7224217653274536], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.918929398059845], "step": 1}]}}}, "score": 0.7224217653274536, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_007/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_007/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7b0e3aef75724c91233a10e6478f4e83e4c70c90..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_007/checkpoint.index b/backend/app/project_hyperband/trial_007/checkpoint.index
deleted file mode 100644
index e23184ff86abe7dd9cf4817cebd751938f2f16e1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_007/trial.json b/backend/app/project_hyperband/trial_007/trial.json
deleted file mode 100644
index e365cfbfd44f496ba9c7b370916cc5d7a3eb4dc7..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_007/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "007", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6104350686073303], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8178340196609497], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8618447780609131], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.6547499895095825], "step": 1}]}}}, "score": 0.8618447780609131, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_008/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_008/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0b7b458a8b495157d2d67702523a07466c723f34..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_008/checkpoint.index b/backend/app/project_hyperband/trial_008/checkpoint.index
deleted file mode 100644
index 7ac242f572b083e1fdfa399622f20417a758c10a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_008/trial.json b/backend/app/project_hyperband/trial_008/trial.json
deleted file mode 100644
index 6ae933df15babe66b781b8775baf3ef139567170..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_008/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "008", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0566492080688477], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.8956365585327148], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9883496761322021], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.634518027305603], "step": 1}]}}}, "score": 0.9883496761322021, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_009/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_009/checkpoint.data-00000-of-00001
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index 798ab5a51ef7a4d76c14bf05b9debda000ad56cb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_009/checkpoint.index b/backend/app/project_hyperband/trial_009/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_hyperband/trial_009/trial.json b/backend/app/project_hyperband/trial_009/trial.json
deleted file mode 100644
index caf3f242998ae74a729436063100e6d29b0a3a62..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_009/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "009", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9934427738189697], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.6135554313659668], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7969850897789001], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0922105312347412], "step": 1}]}}}, "score": 0.7969850897789001, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_010/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_010/checkpoint.data-00000-of-00001
deleted file mode 100644
index bebb24af9a4a5672d6606d7d8b5975834847c3b1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_010/checkpoint.index b/backend/app/project_hyperband/trial_010/checkpoint.index
deleted file mode 100644
index 6a103cf817eee92df48641525edbdf1264170ed0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_010/trial.json b/backend/app/project_hyperband/trial_010/trial.json
deleted file mode 100644
index ea9ff971853583cb5ec01bce0dd047e642877112..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_010/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "010", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9041290283203125], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.4126890897750854], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9032831788063049], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.429254412651062], "step": 1}]}}}, "score": 0.9032831788063049, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_011/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_011/checkpoint.data-00000-of-00001
deleted file mode 100644
index c2e2f81a1ebae96f92d0f067789b7046d8f354ae..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_011/checkpoint.index b/backend/app/project_hyperband/trial_011/checkpoint.index
deleted file mode 100644
index 235a6443c9c0b55ecca3f75f6e043186b61e3037..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_011/trial.json b/backend/app/project_hyperband/trial_011/trial.json
deleted file mode 100644
index 796990ae063a6607ea5fb16f21d993c9ad52a1bb..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_011/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "011", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0864380598068237], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9308751821517944], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7533423900604248], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9580682516098022], "step": 0}]}}}, "score": 0.7533423900604248, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_012/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_012/checkpoint.data-00000-of-00001
deleted file mode 100644
index b910d41db4982a76d8707eeda0126c2ce294ccc8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_012/checkpoint.index b/backend/app/project_hyperband/trial_012/checkpoint.index
deleted file mode 100644
index cb40cccd63cb509c795288de2db9cac017a66838..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_012/trial.json b/backend/app/project_hyperband/trial_012/trial.json
deleted file mode 100644
index 7c60f3f8d6209d40cdad29fed2b5eeb20ebf14f8..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_012/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "012", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7380801439285278], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9120292067527771], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7215275764465332], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9094604849815369], "step": 1}]}}}, "score": 0.7215275764465332, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_013/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_013/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6d251a214a2e4865866177e74953c5905ae106e7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_013/checkpoint.index b/backend/app/project_hyperband/trial_013/checkpoint.index
deleted file mode 100644
index 0bd5e69a191209c525ab1d94b6a7b3a0c13fbd13..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_013/trial.json b/backend/app/project_hyperband/trial_013/trial.json
deleted file mode 100644
index 21a3e74f174cc3431ddc2c94a5aa61da8d2f0e84..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_013/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "013", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7070702314376831], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9483307003974915], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6718082427978516], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9036211371421814], "step": 1}]}}}, "score": 0.6718082427978516, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_014/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_014/checkpoint.data-00000-of-00001
deleted file mode 100644
index f139b812175934ff41f212ea09759bd6126d3682..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_014/checkpoint.index b/backend/app/project_hyperband/trial_014/checkpoint.index
deleted file mode 100644
index 3d9a86dcbcb47dfff184d39587c58e0794900048..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_014/trial.json b/backend/app/project_hyperband/trial_014/trial.json
deleted file mode 100644
index ce8b38229b894065c55dc97c84e7e4933652e162..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_014/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "014", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4715663194656372], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.6382172107696533], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.755199134349823], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9804157018661499], "step": 0}]}}}, "score": 0.755199134349823, "best_step": 0, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_015/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_015/checkpoint.data-00000-of-00001
deleted file mode 100644
index ef8370be5c93b1d33cfb34a1cc069c3aa4a92789..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_015/checkpoint.index b/backend/app/project_hyperband/trial_015/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_hyperband/trial_015/trial.json b/backend/app/project_hyperband/trial_015/trial.json
deleted file mode 100644
index 7fb77f08dfaca4714dd23fae6401fe524f1638f4..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_015/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "015", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2096822261810303], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.4168496131896973], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.931850016117096], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.4742375612258911], "step": 1}]}}}, "score": 0.931850016117096, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_016/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_016/checkpoint.data-00000-of-00001
deleted file mode 100644
index 53dd2963c641f3394624a23964511f17373662d1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_016/checkpoint.index b/backend/app/project_hyperband/trial_016/checkpoint.index
deleted file mode 100644
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diff --git a/backend/app/project_hyperband/trial_016/trial.json b/backend/app/project_hyperband/trial_016/trial.json
deleted file mode 100644
index 17f6bbc20eb155ae7a74828c3db25cca1c31e5e2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_016/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "016", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6621105670928955], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9244980812072754], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6202042698860168], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8484488129615784], "step": 1}]}}}, "score": 0.6202042698860168, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_017/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_017/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8ff132dfb93c3ca15dbd405478aa009e8a25decb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_017/checkpoint.index b/backend/app/project_hyperband/trial_017/checkpoint.index
deleted file mode 100644
index b056d014bb2900c12576011045a297ad8bdcab56..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_017/trial.json b/backend/app/project_hyperband/trial_017/trial.json
deleted file mode 100644
index a3a0e9e573d0b023b2a6f972bed257b34b7dac85..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_017/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "017", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9800738096237183], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.5211210250854492], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7450939416885376], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9464573264122009], "step": 1}]}}}, "score": 0.7450939416885376, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_018/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_018/checkpoint.data-00000-of-00001
deleted file mode 100644
index f1f7d99a21c006486215bb72a246c6afc64b89af..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_018/checkpoint.index b/backend/app/project_hyperband/trial_018/checkpoint.index
deleted file mode 100644
index f2a3ad768638d82a3c1ca578cb798d17ff9bc935..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_018/trial.json b/backend/app/project_hyperband/trial_018/trial.json
deleted file mode 100644
index e64f4ffb23f6985dda5352783b6b6e55c22cabf2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_018/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "018", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7365635633468628], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0076717138290405], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6444551348686218], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8954583406448364], "step": 1}]}}}, "score": 0.6444551348686218, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_019/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_019/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0b888ec1e9c4a5a8e40f6b39767a61ca7e76fbb2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_019/checkpoint.index b/backend/app/project_hyperband/trial_019/checkpoint.index
deleted file mode 100644
index 3512e5747bb4a37f954b5d7bb28db050b1507ba2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_019/trial.json b/backend/app/project_hyperband/trial_019/trial.json
deleted file mode 100644
index c05a0fd5edf0edc5be3909c9b224299a39edbb20..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_019/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "019", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.246975302696228], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.508390426635742], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.730137825012207], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.918789267539978], "step": 1}]}}}, "score": 0.730137825012207, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_020/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_020/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6e888f60e9805147a7ba4c4556495294427d2aac..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_020/checkpoint.index b/backend/app/project_hyperband/trial_020/checkpoint.index
deleted file mode 100644
index 0f996e962dedd78c820b9d03593bc7d6f39a5a31..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_020/trial.json b/backend/app/project_hyperband/trial_020/trial.json
deleted file mode 100644
index 2a665b557537743e86df580bd9a4105e4162f1d9..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_020/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "020", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8364696502685547], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0879325866699219], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8303497433662415], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.087402582168579], "step": 1}]}}}, "score": 0.8303497433662415, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_021/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_021/checkpoint.data-00000-of-00001
deleted file mode 100644
index 697502cd7fbc2b4dc92fcc5876963df3985f7c57..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_021/checkpoint.index b/backend/app/project_hyperband/trial_021/checkpoint.index
deleted file mode 100644
index 6e2d5f1942182b7dd39a3962cb31f6f75e56fbcb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_021/trial.json b/backend/app/project_hyperband/trial_021/trial.json
deleted file mode 100644
index 0798cc40dfc9ab5201fb080a80500635b7b04188..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_021/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "021", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5485352873802185], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6632223725318909], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5077772736549377], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6114025115966797], "step": 1}]}}}, "score": 0.5077772736549377, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_022/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_022/checkpoint.data-00000-of-00001
deleted file mode 100644
index e0d924911e6467e40091054e61be13299880e3be..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_022/checkpoint.index b/backend/app/project_hyperband/trial_022/checkpoint.index
deleted file mode 100644
index 8ee651c1d874d23e5031686e92d832329d220d7a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_022/trial.json b/backend/app/project_hyperband/trial_022/trial.json
deleted file mode 100644
index d6650ab30a0440eb5efaa4e4a75bafdb16cb3b4f..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_022/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "022", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.318811297416687], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.8561739921569824], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7780847549438477], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.988136887550354], "step": 0}]}}}, "score": 0.7780847549438477, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_023/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_023/checkpoint.data-00000-of-00001
deleted file mode 100644
index d4e4f707356eb89db28477ad7e897c6cdb5d3a82..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_023/checkpoint.index b/backend/app/project_hyperband/trial_023/checkpoint.index
deleted file mode 100644
index cc984cf299c0d18dbe6f49e7560a5dfe0c081dfd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_023/trial.json b/backend/app/project_hyperband/trial_023/trial.json
deleted file mode 100644
index 1aee6e13784e9ebad6d0dbd10b87c41aebc4de7d..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_023/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "023", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7471156716346741], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9214513301849365], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7418640851974487], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.936626136302948], "step": 1}]}}}, "score": 0.7418640851974487, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_024/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_024/checkpoint.data-00000-of-00001
deleted file mode 100644
index 29c6cc1cc6cc731c95de595e79a69fdd5efdffcf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_024/checkpoint.index b/backend/app/project_hyperband/trial_024/checkpoint.index
deleted file mode 100644
index 762ae0c856d5a271eefb9d70c69ef295c0cbeb03..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_024/trial.json b/backend/app/project_hyperband/trial_024/trial.json
deleted file mode 100644
index 3eaecce4e897425bc7f821c5f62a96409c1279fa..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_024/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "024", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7026762962341309], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9410908222198486], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6525837779045105], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8514866232872009], "step": 1}]}}}, "score": 0.6525837779045105, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_025/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_025/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9f8b0e78d147b7782917d03328054733bea444f8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_025/checkpoint.index b/backend/app/project_hyperband/trial_025/checkpoint.index
deleted file mode 100644
index 832d6d9a633fcc186215ad624bd4982f024caae3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_025/trial.json b/backend/app/project_hyperband/trial_025/trial.json
deleted file mode 100644
index 6bf660d59774c80796c40eb2c570922d11b29209..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_025/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "025", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8212010860443115], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0981709957122803], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7306859493255615], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9248592257499695], "step": 1}]}}}, "score": 0.7306859493255615, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_026/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_026/checkpoint.data-00000-of-00001
deleted file mode 100644
index 65a0007000d90ddd3ac2323dfc2615ff3032d20f..0000000000000000000000000000000000000000
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index 0ee79429252d61da2180c11c9e7a7ad5398a6561..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_026/trial.json b/backend/app/project_hyperband/trial_026/trial.json
deleted file mode 100644
index f6e0b636f19afe9fc7a780c1859137b04245e34f..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_026/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "026", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7714996337890625], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9824830889701843], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7419688105583191], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9481175541877747], "step": 1}]}}}, "score": 0.7419688105583191, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_027/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_027/checkpoint.data-00000-of-00001
deleted file mode 100644
index d321af91720bf898643b508babcf9a51898345cc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_027/checkpoint.index b/backend/app/project_hyperband/trial_027/checkpoint.index
deleted file mode 100644
index 9860be706e8742409efc8061cf4664201007502f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_027/trial.json b/backend/app/project_hyperband/trial_027/trial.json
deleted file mode 100644
index d54a125bc03ad9b3b7cd1a2d9efbd1832a0fd3a0..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_027/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "027", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4087603092193604], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.2916946411132812], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7737172245979309], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0027759075164795], "step": 0}]}}}, "score": 0.7737172245979309, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_028/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_028/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5e845c489f86ea59845b73c00f02e2a6a37b35fa..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_028/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_028/checkpoint.index b/backend/app/project_hyperband/trial_028/checkpoint.index
deleted file mode 100644
index 5a04890248b3117021493e49c67a3916d43b06b6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_028/trial.json b/backend/app/project_hyperband/trial_028/trial.json
deleted file mode 100644
index 12f7bf09961634cd0f64a5e8397875f0c4590325..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_028/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "028", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7161941528320312], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9105521440505981], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6857736706733704], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0271862745285034], "step": 1}]}}}, "score": 0.6857736706733704, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_029/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_029/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3a0da2c668debe5b517a782a17eb2bcbdc453055..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_029/checkpoint.index b/backend/app/project_hyperband/trial_029/checkpoint.index
deleted file mode 100644
index 11cfb4414eb0b64743154453a283d227d8137269..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_029/trial.json b/backend/app/project_hyperband/trial_029/trial.json
deleted file mode 100644
index 08154ff21e0f6394a64f3868a5a9bf7931e118b5..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_029/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "029", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7640189528465271], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9491129517555237], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7512326240539551], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9467582106590271], "step": 1}]}}}, "score": 0.7512326240539551, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_030/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_030/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3e1f9aac22a79c1f7fa5bcd78b4b48c380b9465b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_030/checkpoint.index b/backend/app/project_hyperband/trial_030/checkpoint.index
deleted file mode 100644
index e25ac78679cf6be82d72e6ab7b4edb14d661c3a0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_030/trial.json b/backend/app/project_hyperband/trial_030/trial.json
deleted file mode 100644
index 59a4416aa3a86f5a99836ceee161fa0ca124d884..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_030/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "030", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.869956910610199], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1984611749649048], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7812924981117249], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9999775886535645], "step": 1}]}}}, "score": 0.7812924981117249, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_031/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_031/checkpoint.data-00000-of-00001
deleted file mode 100644
index 300af5d5396e252693d0268e9d798e2c2e2bfc00..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_031/checkpoint.index b/backend/app/project_hyperband/trial_031/checkpoint.index
deleted file mode 100644
index 01f9b21a480f50ec73bf418f44224f0f4417a9ca..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_031/trial.json b/backend/app/project_hyperband/trial_031/trial.json
deleted file mode 100644
index c2ed9d573b47422ff69d90e60ada7ee409dd5bca..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_031/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "031", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4924464225769043], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.70334529876709], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9822081327438354], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.702521562576294], "step": 0}]}}}, "score": 0.9822081327438354, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_032/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_032/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3b8f61e96404595147ea269f1ff9f3370a19ed27..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_032/checkpoint.index b/backend/app/project_hyperband/trial_032/checkpoint.index
deleted file mode 100644
index 1fca6e396891f661e67862de8082695c45492b3a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_032/trial.json b/backend/app/project_hyperband/trial_032/trial.json
deleted file mode 100644
index 338297588a2a96c407016ad7c9b50c4858f37167..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_032/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "032", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7839877009391785], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9980107545852661], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7644882202148438], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9776793122291565], "step": 1}]}}}, "score": 0.7644882202148438, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_033/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_033/checkpoint.data-00000-of-00001
deleted file mode 100644
index 03ee7974d41e50b1696643c4793dca408effbb48..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_033/checkpoint.index b/backend/app/project_hyperband/trial_033/checkpoint.index
deleted file mode 100644
index 04bf1ca95bdd698572be091dd788337a34ed6df4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_033/trial.json b/backend/app/project_hyperband/trial_033/trial.json
deleted file mode 100644
index bab4f8b37d8b63cfb63e3692e576dc37eea83e45..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_033/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "033", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.062968373298645], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9953430891036987], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.710243821144104], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.894726574420929], "step": 1}]}}}, "score": 0.710243821144104, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_034/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_034/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0c796c64cf8ae21ed08839a0b54ca83c322c9efb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_034/checkpoint.index b/backend/app/project_hyperband/trial_034/checkpoint.index
deleted file mode 100644
index 195fe96e1a22b289752d0ee43a3044d654773f69..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_034/trial.json b/backend/app/project_hyperband/trial_034/trial.json
deleted file mode 100644
index 7132215086e599d27a01e276cdfc75a18488e7e2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_034/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "034", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5775763392448425], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7427204847335815], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5165039300918579], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6466584205627441], "step": 1}]}}}, "score": 0.5165039300918579, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_035/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_035/checkpoint.data-00000-of-00001
deleted file mode 100644
index 50f6bdf62023ef92805330e397e6a4621f8907b7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_035/checkpoint.index b/backend/app/project_hyperband/trial_035/checkpoint.index
deleted file mode 100644
index ecc8a4f948acade6aaba28d5430f72bf1bb0a217..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_035/trial.json b/backend/app/project_hyperband/trial_035/trial.json
deleted file mode 100644
index bcc669208474414b1c0bad199a72ec2e25f5ca7d..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_035/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "035", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2384412288665771], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.4785690307617188], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8615623116493225], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.230362057685852], "step": 0}]}}}, "score": 0.8615623116493225, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_036/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_036/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5d1c107f060d0b7a7d5aef3c795d0f0550ab887e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_036/checkpoint.index b/backend/app/project_hyperband/trial_036/checkpoint.index
deleted file mode 100644
index b0601b5124c8b2085fae332de3e4471e08579747..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_036/trial.json b/backend/app/project_hyperband/trial_036/trial.json
deleted file mode 100644
index 4570030a4804062890d0659a131e1dd4bb6d8454..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_036/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "036", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.363265872001648], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.996915102005005], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8314084410667419], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.1353594064712524], "step": 0}]}}}, "score": 0.8314084410667419, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_037/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_037/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9ed0be3d7bdc7adaca2a11b170b146d87da0a2e5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_037/checkpoint.index b/backend/app/project_hyperband/trial_037/checkpoint.index
deleted file mode 100644
index 95850ff13b7503a472d6bbd4d744f501c16043a5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_037/trial.json b/backend/app/project_hyperband/trial_037/trial.json
deleted file mode 100644
index 34deab73fab0da098810922256ed4bde9840018a..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_037/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "037", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8631178736686707], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.2022231817245483], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.755057692527771], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.956680178642273], "step": 1}]}}}, "score": 0.755057692527771, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_038/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_038/checkpoint.data-00000-of-00001
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index 54dfa2e0c6a0f4f8f5eec62df0fde269fc756e07..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_038/checkpoint.index b/backend/app/project_hyperband/trial_038/checkpoint.index
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diff --git a/backend/app/project_hyperband/trial_038/trial.json b/backend/app/project_hyperband/trial_038/trial.json
deleted file mode 100644
index d686c1371f5f34e555824a049bd808de90467fd2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_038/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "038", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6785369515419006], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9235705137252808], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.72159343957901], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0118749141693115], "step": 0}]}}}, "score": 0.72159343957901, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_039/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_039/checkpoint.data-00000-of-00001
deleted file mode 100644
index 65a8183d89aaca6884bc56b542f894f8f95dada9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_039/checkpoint.index b/backend/app/project_hyperband/trial_039/checkpoint.index
deleted file mode 100644
index 13a8e953223fa5a996380bb513f1ab6514b42e41..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_039/trial.json b/backend/app/project_hyperband/trial_039/trial.json
deleted file mode 100644
index a013bd14ef9d3628935e4edb593fc3b8b3d28766..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_039/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "039", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5961745381355286], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8203856348991394], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5730513334274292], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8008686304092407], "step": 1}]}}}, "score": 0.5730513334274292, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_040/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_040/checkpoint.data-00000-of-00001
deleted file mode 100644
index c562aa3b43706032a463832bb0117b93a6b1a042..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_040/checkpoint.index b/backend/app/project_hyperband/trial_040/checkpoint.index
deleted file mode 100644
index 1c9a3a62bad47ea1fe692da9ccd39757ac25c16d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_040/trial.json b/backend/app/project_hyperband/trial_040/trial.json
deleted file mode 100644
index 177d0824b2b034977f85f45bbde79ac796b577a2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_040/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "040", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5792152285575867], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.747516930103302], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8786604404449463], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.6945780515670776], "step": 1}]}}}, "score": 0.8786604404449463, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_041/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_041/checkpoint.data-00000-of-00001
deleted file mode 100644
index 15fd6ab88c6e17b5da2f987a814d9c0cc96eea68..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_041/checkpoint.index b/backend/app/project_hyperband/trial_041/checkpoint.index
deleted file mode 100644
index a8e48b159b3f7f8d8c9a21bc6022ba0b1227fd36..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_041/trial.json b/backend/app/project_hyperband/trial_041/trial.json
deleted file mode 100644
index c0351aa47d432555e9091a6c17ef3fe0a56cc55d..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_041/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "041", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.612125039100647], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8080736994743347], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5604981184005737], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7399497628211975], "step": 1}]}}}, "score": 0.5604981184005737, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_042/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_042/checkpoint.data-00000-of-00001
deleted file mode 100644
index e93e4b9a53b9b471a029c54633091bdcde5ef2a0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_042/checkpoint.index b/backend/app/project_hyperband/trial_042/checkpoint.index
deleted file mode 100644
index fb663591d3220105a265660bae4340077088c88b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_042/trial.json b/backend/app/project_hyperband/trial_042/trial.json
deleted file mode 100644
index 75375e72e46ac7a8f8587c65c1cb563219afff06..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_042/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "042", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6500322222709656], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8680174946784973], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.619409441947937], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.865726888179779], "step": 1}]}}}, "score": 0.619409441947937, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_043/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_043/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4605db8824f5663be503623c18d3a1a05364f60c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_043/checkpoint.index b/backend/app/project_hyperband/trial_043/checkpoint.index
deleted file mode 100644
index 371f2398ef306912630234430ccbda60d4898cf1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_043/trial.json b/backend/app/project_hyperband/trial_043/trial.json
deleted file mode 100644
index c0375163c0eebc87841433a78fd901ad31347423..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_043/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "043", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8955430388450623], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.4576375484466553], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6756846308708191], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9346910119056702], "step": 0}]}}}, "score": 0.6756846308708191, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_044/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_044/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_hyperband/trial_044/trial.json b/backend/app/project_hyperband/trial_044/trial.json
deleted file mode 100644
index b809b136a3e440ea38d8bc4e4b8f360356853182..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_044/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "044", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6336100101470947], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8381100296974182], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.603812575340271], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8115339875221252], "step": 1}]}}}, "score": 0.603812575340271, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_045/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_045/checkpoint.data-00000-of-00001
deleted file mode 100644
index bab8b4c7807dda63a8c4ee447d437f7c4d942ae1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_045/checkpoint.index b/backend/app/project_hyperband/trial_045/checkpoint.index
deleted file mode 100644
index 40537ceddd48a6b6511ad3122ebf1e510d0bae9b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_045/trial.json b/backend/app/project_hyperband/trial_045/trial.json
deleted file mode 100644
index 123aa1aa31904abf7242b58d6e3da37bb1d6eeb1..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_045/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "045", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2874630689620972], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.648721933364868], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8021491169929504], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0271408557891846], "step": 0}]}}}, "score": 0.8021491169929504, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_046/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_046/checkpoint.data-00000-of-00001
deleted file mode 100644
index c82a990e50ffb6bf57f6d8b7da12c8e7ff0eabad..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_046/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_046/checkpoint.index b/backend/app/project_hyperband/trial_046/checkpoint.index
deleted file mode 100644
index f46cff10888937f48d6dbebe6a4e9e678bb7c358..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_046/trial.json b/backend/app/project_hyperband/trial_046/trial.json
deleted file mode 100644
index d5022d98b5e7e01c01b2657d875ec92776e90829..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_046/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "046", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.154294729232788], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.0121078491210938], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9792179465293884], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.4379258155822754], "step": 0}]}}}, "score": 0.9792179465293884, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_047/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_047/checkpoint.data-00000-of-00001
deleted file mode 100644
index ead4c552f8a0027fe3e4fe56d95701b9031b49d6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_047/checkpoint.index b/backend/app/project_hyperband/trial_047/checkpoint.index
deleted file mode 100644
index 18ccb84d4ee12b5b4f62613097c79d1aa57dd161..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_047/trial.json b/backend/app/project_hyperband/trial_047/trial.json
deleted file mode 100644
index 413d07051995ac38be605db7eeb37c3c0a0aaadb..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_047/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "047", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.29063880443573], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.7211227416992188], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7464468479156494], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.978269100189209], "step": 0}]}}}, "score": 0.7464468479156494, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_048/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_048/checkpoint.data-00000-of-00001
deleted file mode 100644
index 682c520fc3f5cfa43a5c21c973528f209f320022..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_048/checkpoint.index b/backend/app/project_hyperband/trial_048/checkpoint.index
deleted file mode 100644
index 08cfe6e43bba47d0273a454a69c7f24b34656381..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_048/trial.json b/backend/app/project_hyperband/trial_048/trial.json
deleted file mode 100644
index 008777d5efcefe609fe32f4f269bf653a492cbce..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_048/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "048", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7403541207313538], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9640063047409058], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6692561507225037], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9078206419944763], "step": 1}]}}}, "score": 0.6692561507225037, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_049/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_049/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0f87d0eb76ef7b131c2975e816688752ff0b125c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_049/checkpoint.index b/backend/app/project_hyperband/trial_049/checkpoint.index
deleted file mode 100644
index 36f658af3d5de1590067f1b809702bdb13d10523..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_049/trial.json b/backend/app/project_hyperband/trial_049/trial.json
deleted file mode 100644
index 8309474480b36cf8aa7e531059e9c61750b071ff..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_049/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "049", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5945991277694702], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8256322145462036], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5793176293373108], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8165103197097778], "step": 1}]}}}, "score": 0.5793176293373108, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_050/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_050/checkpoint.data-00000-of-00001
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index dca5fa02cf43ceb038e05473cdaef331b86d5dcb..0000000000000000000000000000000000000000
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index 3c4fb9472d3cfca4470baa71aabe4041d1606ce7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_050/trial.json b/backend/app/project_hyperband/trial_050/trial.json
deleted file mode 100644
index 78b5315ce3a23c10a4c68c01e2c4ad6a257ab3fd..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_050/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "050", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0867483615875244], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.0045716762542725], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8112466931343079], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9806593656539917], "step": 1}]}}}, "score": 0.8112466931343079, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_051/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_051/checkpoint.data-00000-of-00001
deleted file mode 100644
index b98e774ee4c845298543cc3f4a3a833e62f3e79f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_051/checkpoint.index b/backend/app/project_hyperband/trial_051/checkpoint.index
deleted file mode 100644
index 3c414d1e031518696152497dc3287aaa2f749bd8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_051/trial.json b/backend/app/project_hyperband/trial_051/trial.json
deleted file mode 100644
index 503743f6833fbc1033203349152dd7974db35890..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_051/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "051", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6367757320404053], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8528141379356384], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5881871581077576], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8151753544807434], "step": 1}]}}}, "score": 0.5881871581077576, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_052/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_052/checkpoint.data-00000-of-00001
deleted file mode 100644
index 249643dc0c9365755134ac22ec846ff8d662c98f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_052/checkpoint.index b/backend/app/project_hyperband/trial_052/checkpoint.index
deleted file mode 100644
index 746b2391252477e14cdf717bf851bf8e855b434f..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_052/trial.json b/backend/app/project_hyperband/trial_052/trial.json
deleted file mode 100644
index b3e2c7e2e91987fd8fe4bc4f31ad5426cc9cde84..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_052/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "052", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6463150382041931], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.855797290802002], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5903316736221313], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8025584816932678], "step": 1}]}}}, "score": 0.5903316736221313, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_053/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_053/checkpoint.data-00000-of-00001
deleted file mode 100644
index 487711d229327c58b5f354b93657ea18f348afe5..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_053/checkpoint.index b/backend/app/project_hyperband/trial_053/checkpoint.index
deleted file mode 100644
index 060b5e3640b774dd2585f0882445588b52469c58..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_053/trial.json b/backend/app/project_hyperband/trial_053/trial.json
deleted file mode 100644
index afe38912fff269d79616f586e01d1e6218777443..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_053/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "053", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6703633069992065], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9491618871688843], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6896542310714722], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0187554359436035], "step": 1}]}}}, "score": 0.6896542310714722, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_054/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_054/checkpoint.data-00000-of-00001
deleted file mode 100644
index b6e4fb0c78652c7fdfc173a4308f937dcb99a8ca..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_054/checkpoint.index b/backend/app/project_hyperband/trial_054/checkpoint.index
deleted file mode 100644
index eae2fe11f6616b49db6f47c847b40475ced1f7f1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_054/trial.json b/backend/app/project_hyperband/trial_054/trial.json
deleted file mode 100644
index 2c1a288e86970c5361177bf44ac22628b8cc2b85..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_054/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "054", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2723884582519531], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.68023943901062], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.055022954940796], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.833426594734192], "step": 1}]}}}, "score": 1.055022954940796, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_055/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_055/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0b3b73ec0451aa0a21c4a9328f6a4f0165b72ede..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_055/checkpoint.index b/backend/app/project_hyperband/trial_055/checkpoint.index
deleted file mode 100644
index 016a171622084e24c52420c668ef30ab4d17d29b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_055/trial.json b/backend/app/project_hyperband/trial_055/trial.json
deleted file mode 100644
index b08b6555a2829451f5ef06059d46a15198e30e9c..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_055/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "055", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.741230309009552], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9230579137802124], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7354434132575989], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9365493059158325], "step": 1}]}}}, "score": 0.7354434132575989, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_056/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_056/checkpoint.data-00000-of-00001
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index ad2898bf8414a3cce498a02c8af951acc49610b4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_056/checkpoint.index b/backend/app/project_hyperband/trial_056/checkpoint.index
deleted file mode 100644
index ef852e4b82b0e4ef330714e46b1af619d4f6797a..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_056/trial.json b/backend/app/project_hyperband/trial_056/trial.json
deleted file mode 100644
index c7f31dea6d019ef1737c99718905084dcec37c55..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_056/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "056", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8382523655891418], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1727628707885742], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8048803806304932], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.1294927597045898], "step": 1}]}}}, "score": 0.8048803806304932, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_057/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_057/checkpoint.data-00000-of-00001
deleted file mode 100644
index 27b2d656493d05fe81b8217f6fbf059227880540..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_057/checkpoint.index b/backend/app/project_hyperband/trial_057/checkpoint.index
deleted file mode 100644
index fbe904720f752204f4b549a30892a443f01577a7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_057/trial.json b/backend/app/project_hyperband/trial_057/trial.json
deleted file mode 100644
index ae47d948de273747981e90ba02c0336bdc0ff795..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_057/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "057", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6936537623405457], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.014829397201538], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6867539286613464], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0312106609344482], "step": 1}]}}}, "score": 0.6867539286613464, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_058/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_058/checkpoint.data-00000-of-00001
deleted file mode 100644
index 58d213a1caac22ef21664778736a9e56c4bafec9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_058/checkpoint.index b/backend/app/project_hyperband/trial_058/checkpoint.index
deleted file mode 100644
index 0e12ee825df47c032711038cfa1793383568c7ce..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_058/trial.json b/backend/app/project_hyperband/trial_058/trial.json
deleted file mode 100644
index d996c4e668128d91320f4c3eb9f236acf5066a12..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_058/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "058", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7376790046691895], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9852798581123352], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.654819667339325], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8476129770278931], "step": 1}]}}}, "score": 0.654819667339325, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_059/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_059/checkpoint.data-00000-of-00001
deleted file mode 100644
index 464d64badd44b3d3e35c08c2fe3c503ffa0aa239..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_059/checkpoint.index b/backend/app/project_hyperband/trial_059/checkpoint.index
deleted file mode 100644
index 561510371691594d4a734eb0fb7189c8729e3ad7..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_059/trial.json b/backend/app/project_hyperband/trial_059/trial.json
deleted file mode 100644
index 77e55d4577a7b5ffaed3427d1a011068ee7a42cd..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_059/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "059", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.758108377456665], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0126856565475464], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6336362957954407], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7879993915557861], "step": 1}]}}}, "score": 0.6336362957954407, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_060/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_060/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8d24190015a324d354adad40eb842857ca709864..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_060/checkpoint.index b/backend/app/project_hyperband/trial_060/checkpoint.index
deleted file mode 100644
index ef94e6d807184b6a62ff789368d7f3a82574d14b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_060/trial.json b/backend/app/project_hyperband/trial_060/trial.json
deleted file mode 100644
index ec5b5aedbe5bddef73d7a86b04a68812837026fa..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_060/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "060", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6071547865867615], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.808983325958252], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5674098134040833], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7579076886177063], "step": 1}]}}}, "score": 0.5674098134040833, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_061/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_061/checkpoint.data-00000-of-00001
deleted file mode 100644
index d1d09396bf1fc6caa2e77151cba5bbf13400d368..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_061/checkpoint.index b/backend/app/project_hyperband/trial_061/checkpoint.index
deleted file mode 100644
index 29d1856e65b9bcd31a0ff6490f7edf606eaeafc8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_061/trial.json b/backend/app/project_hyperband/trial_061/trial.json
deleted file mode 100644
index 26a8f33a4613cb31e86db7dbc120ec0dce95d2c2..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_061/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "061", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.78761887550354], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0370944738388062], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7258123755455017], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9526869058609009], "step": 1}]}}}, "score": 0.7258123755455017, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_062/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_062/checkpoint.data-00000-of-00001
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index 4cad9eae173b72a6861bd77987c40edd5a8268f6..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_062/checkpoint.index b/backend/app/project_hyperband/trial_062/checkpoint.index
deleted file mode 100644
index 13befb1c9fa4d7a30faf3860d42c3bbc5dcb5da9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_062/trial.json b/backend/app/project_hyperband/trial_062/trial.json
deleted file mode 100644
index 84655702e32b6b5add40e2b22e4e7a1324cd3f99..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_062/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "062", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4954758882522583], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [4.131602764129639], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.1401797533035278], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [2.0096962451934814], "step": 1}]}}}, "score": 1.1401797533035278, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_063/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_063/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8f08836ee01eef8ebe105f43a59fc7d26e6adc46..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_063/checkpoint.index b/backend/app/project_hyperband/trial_063/checkpoint.index
deleted file mode 100644
index 61920ede599fe00455204c46f65f8e389c502279..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_063/trial.json b/backend/app/project_hyperband/trial_063/trial.json
deleted file mode 100644
index 1c050ed92d140a6ab3cdc6ca9024f476ab789840..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_063/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "063", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2605561017990112], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.64563250541687], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8662265539169312], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.2790565490722656], "step": 0}]}}}, "score": 0.8662265539169312, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_064/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_064/checkpoint.data-00000-of-00001
deleted file mode 100644
index b5e52dab980aa6308bab77401c231949bb26a6f3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_064/checkpoint.index b/backend/app/project_hyperband/trial_064/checkpoint.index
deleted file mode 100644
index 6e7a95004a6305046187db196b9604ac033633d1..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_064/trial.json b/backend/app/project_hyperband/trial_064/trial.json
deleted file mode 100644
index 53e45dab601a596eece40aeef42778217adf1584..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_064/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "064", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7488479614257812], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0454275608062744], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7183390259742737], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9463398456573486], "step": 0}]}}}, "score": 0.7183390259742737, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_065/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_065/checkpoint.data-00000-of-00001
deleted file mode 100644
index b201e1e726855766d0d60a02cf260a15eafa91f3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_065/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_065/checkpoint.index b/backend/app/project_hyperband/trial_065/checkpoint.index
deleted file mode 100644
index 0b00861b125f4f7ab0567627059790044ae5aa6c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_065/trial.json b/backend/app/project_hyperband/trial_065/trial.json
deleted file mode 100644
index 4067ddedf320ab7d36625fe1983aa10f1fc988bc..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_065/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "065", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.096943974494934], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.910086989402771], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8028365969657898], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.032012939453125], "step": 0}]}}}, "score": 0.8028365969657898, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_066/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_066/checkpoint.data-00000-of-00001
deleted file mode 100644
index dcf8ab99759c3f35d907c166c23f932a2e7ecd33..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_066/checkpoint.index b/backend/app/project_hyperband/trial_066/checkpoint.index
deleted file mode 100644
index dc35b047b38a3d51f6c3f9969e86f231b5abc5d6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_066/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_066/trial.json b/backend/app/project_hyperband/trial_066/trial.json
deleted file mode 100644
index bf24b76adbefd9494ff69013871f23aa6bfbc8fa..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_066/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "066", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7483312487602234], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9329244494438171], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7283530831336975], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9191364049911499], "step": 1}]}}}, "score": 0.7283530831336975, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_067/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_067/checkpoint.data-00000-of-00001
deleted file mode 100644
index 05c92724ab134ee3009b2d4aaadb643d9ebb510c..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_067/checkpoint.index b/backend/app/project_hyperband/trial_067/checkpoint.index
deleted file mode 100644
index 29a7d5cf716ad4982934f73f1f65fc9325500ef0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_067/trial.json b/backend/app/project_hyperband/trial_067/trial.json
deleted file mode 100644
index 3e0432026b25312da0d29836f0fcfbd92849c50a..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_067/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "067", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3567898273468018], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.0022456645965576], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8963589668273926], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.3476636409759521], "step": 0}]}}}, "score": 0.8963589668273926, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_068/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_068/checkpoint.data-00000-of-00001
deleted file mode 100644
index f5f4c393a8a82a2ebfe2366aaf6d3a8017c75545..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_068/checkpoint.index b/backend/app/project_hyperband/trial_068/checkpoint.index
deleted file mode 100644
index e0ad811b8617dcad67dd1ca787caa868ff225bb8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_068/trial.json b/backend/app/project_hyperband/trial_068/trial.json
deleted file mode 100644
index ab9d5ab2a43c83e739524e9589da3fb72e11846b..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_068/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "068", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6966855525970459], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9745885133743286], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6496940851211548], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8909107446670532], "step": 1}]}}}, "score": 0.6496940851211548, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_069/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_069/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6c1e6d89574f22eacc54b35ff9094ef573acddaf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_069/checkpoint.index b/backend/app/project_hyperband/trial_069/checkpoint.index
deleted file mode 100644
index 9059f3ebf605c0c155f6de18e04b252aecb81207..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_069/trial.json b/backend/app/project_hyperband/trial_069/trial.json
deleted file mode 100644
index 988b6a5419d6466379751b460fcf9f2d3e0eb226..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_069/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "069", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.75163334608078], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9960964918136597], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6357651352882385], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7748285531997681], "step": 1}]}}}, "score": 0.6357651352882385, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_070/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_070/checkpoint.data-00000-of-00001
deleted file mode 100644
index 83101e78d7237d202f94f7504df47c1901e58e32..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_070/checkpoint.index b/backend/app/project_hyperband/trial_070/checkpoint.index
deleted file mode 100644
index 0f94203e5c9ce4a3c7b1080a25f04e07f6b73d79..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_070/trial.json b/backend/app/project_hyperband/trial_070/trial.json
deleted file mode 100644
index 3ee25f9655812882a80c8dbafd2591b68c355b85..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_070/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "070", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7600575685501099], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9346451163291931], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7378008961677551], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9207451343536377], "step": 1}]}}}, "score": 0.7378008961677551, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_071/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_071/checkpoint.data-00000-of-00001
deleted file mode 100644
index 365201c5489a0231f0dbe96e2ab23a90e372b4f9..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_071/checkpoint.index b/backend/app/project_hyperband/trial_071/checkpoint.index
deleted file mode 100644
index 21732656e10007424c083215c507bf24b49358d8..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_071/trial.json b/backend/app/project_hyperband/trial_071/trial.json
deleted file mode 100644
index 14e25482aa2d98b6c11f61315f42dda4cf6abfaa..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_071/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "071", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9270943999290466], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.4461137056350708], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8406827449798584], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.2264786958694458], "step": 1}]}}}, "score": 0.8406827449798584, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_072/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_072/checkpoint.data-00000-of-00001
deleted file mode 100644
index f8b1f0d6f662f35114c6faf6315ad610da7b75a3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_072/checkpoint.index b/backend/app/project_hyperband/trial_072/checkpoint.index
deleted file mode 100644
index da98eb376537746d7a87cfb02ede404563af5a47..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_072/trial.json b/backend/app/project_hyperband/trial_072/trial.json
deleted file mode 100644
index a2f1022c7fc2ef09f5d739d20aba0add58b5fc56..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_072/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "072", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1774400472640991], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.283271312713623], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.823419988155365], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.1614881753921509], "step": 0}]}}}, "score": 0.823419988155365, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_073/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_073/checkpoint.data-00000-of-00001
deleted file mode 100644
index 44b33474af8ceb981ca2665bed41648c16e82feb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_073/checkpoint.index b/backend/app/project_hyperband/trial_073/checkpoint.index
deleted file mode 100644
index 7562d2662541975dbf36ae13e62fc98b254c27b2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_073/trial.json b/backend/app/project_hyperband/trial_073/trial.json
deleted file mode 100644
index e201f6bdddeed2d3857c192bdea804c8b73a9e15..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_073/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "073", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8843979835510254], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.288801670074463], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7295928001403809], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.923640787601471], "step": 1}]}}}, "score": 0.7295928001403809, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_074/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_074/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7f2fc4379331c6743a5bc20a44174111ab5cfc15..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_074/checkpoint.index b/backend/app/project_hyperband/trial_074/checkpoint.index
deleted file mode 100644
index 773814da7854cee6bf4892e3b391dbab4ea2d242..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_074/trial.json b/backend/app/project_hyperband/trial_074/trial.json
deleted file mode 100644
index 7eafafcf11d602a9a609a4502d8bba88a0b708a1..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_074/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "074", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.9146220684051514], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [6.205650329589844], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.5776195526123047], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [3.9653637409210205], "step": 1}]}}}, "score": 1.5776195526123047, "best_step": 1, "status": "COMPLETED", "message": null}
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diff --git a/backend/app/project_hyperband/trial_075/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_075/checkpoint.data-00000-of-00001
deleted file mode 100644
index af6881e3c59f69d57b9e6804ebbcbcdecd7e6d24..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_075/checkpoint.index b/backend/app/project_hyperband/trial_075/checkpoint.index
deleted file mode 100644
index 6b13d6e93d69d2e5f75388f7bf20abb3454c2a93..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_075/trial.json b/backend/app/project_hyperband/trial_075/trial.json
deleted file mode 100644
index c69c55f73724d8f2f8781752725e30ecf6fc1323..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_075/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "075", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.093998670578003], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.9305195808410645], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7179880738258362], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8746532201766968], "step": 1}]}}}, "score": 0.7179880738258362, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_076/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_076/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3a831a0edc5d1d3eb1d2667daaf059750e8a9c2b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_076/checkpoint.index b/backend/app/project_hyperband/trial_076/checkpoint.index
deleted file mode 100644
index 0f8bfd1eccd7d8c56e38ea2b9cfcdd85f589035b..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_076/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_076/trial.json b/backend/app/project_hyperband/trial_076/trial.json
deleted file mode 100644
index e0e9633258eb4da7404d8bbb7329883d96f0f033..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_076/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "076", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7787199020385742], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0487098693847656], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.742978572845459], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9784041047096252], "step": 1}]}}}, "score": 0.742978572845459, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_077/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_077/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2a047bf5c8946b97bc1b12df87d519d297716cfc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_077/checkpoint.index b/backend/app/project_hyperband/trial_077/checkpoint.index
deleted file mode 100644
index 92e68335bce35b46ad5322b559c7b1275aee0cdf..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_077/trial.json b/backend/app/project_hyperband/trial_077/trial.json
deleted file mode 100644
index 13389a8d3b88f723c1b6f6172c9f87fcb2e2e316..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_077/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "077", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7063157558441162], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.92527174949646], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6796433925628662], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9198499917984009], "step": 1}]}}}, "score": 0.6796433925628662, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_078/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_078/checkpoint.data-00000-of-00001
deleted file mode 100644
index 08914812db12f5539fe2749a4b75c708c72e83b3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_078/checkpoint.index b/backend/app/project_hyperband/trial_078/checkpoint.index
deleted file mode 100644
index 63ca75b2a347ab513ceb7a73fd0704694658d455..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_078/trial.json b/backend/app/project_hyperband/trial_078/trial.json
deleted file mode 100644
index f0318f85ff1b784c8a192dd3ba26cb097a37ec86..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_078/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "078", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6403357982635498], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8287955522537231], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6576263308525085], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8006495833396912], "step": 1}]}}}, "score": 0.6576263308525085, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_079/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_079/checkpoint.data-00000-of-00001
deleted file mode 100644
index 67ab45415f75e26a8ec9a40c80148cd624f0386a..0000000000000000000000000000000000000000
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deleted file mode 100644
index 88f696fb87f18b07d4c37e29380a3f3bfb73827d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_079/trial.json b/backend/app/project_hyperband/trial_079/trial.json
deleted file mode 100644
index 5e550fe7282afa6e58c72c9a57dfb90bb3edcdfb..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_079/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "079", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8023947477340698], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0620718002319336], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7873139381408691], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0461909770965576], "step": 1}]}}}, "score": 0.7873139381408691, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_080/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_080/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4b905e5674118186bc9c3ef7dc2c6029d17ce0c3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_080/checkpoint.index b/backend/app/project_hyperband/trial_080/checkpoint.index
deleted file mode 100644
index 758e01ea81db2cabf5fa50a6df2829804b9742e0..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_080/trial.json b/backend/app/project_hyperband/trial_080/trial.json
deleted file mode 100644
index d0bd68b9f7486fe2f3397385df771619e7e5ddea..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_080/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "080", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.694415271282196], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.016283631324768], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6891644597053528], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0264369249343872], "step": 1}]}}}, "score": 0.6891644597053528, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_081/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_081/checkpoint.data-00000-of-00001
deleted file mode 100644
index b54647446b3a3aab39a3a5f49ef29ba0c273bfea..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_081/checkpoint.index b/backend/app/project_hyperband/trial_081/checkpoint.index
deleted file mode 100644
index c967ec6c76bce24378349cab90b827a07b7f3d92..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_081/trial.json b/backend/app/project_hyperband/trial_081/trial.json
deleted file mode 100644
index 96c01e3e1c98b7dc04f679d18b9491b607ff6931..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_081/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "081", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6574625968933105], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.884771466255188], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6135329008102417], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8533194065093994], "step": 1}]}}}, "score": 0.6135329008102417, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_082/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_082/checkpoint.data-00000-of-00001
deleted file mode 100644
index eaef282645d7d8d79a835ff54ad87817b0106a0e..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_082/checkpoint.index b/backend/app/project_hyperband/trial_082/checkpoint.index
deleted file mode 100644
index 4cb3eb2ac7b31137a44b88d05f6a9aab4f11defd..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_082/trial.json b/backend/app/project_hyperband/trial_082/trial.json
deleted file mode 100644
index 611d79c6d74838ccaa7aabd1c67a2a98f86dbb3e..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_082/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "082", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1688429117202759], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.2632081508636475], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9299805164337158], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.4297852516174316], "step": 1}]}}}, "score": 0.9299805164337158, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_083/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_083/checkpoint.data-00000-of-00001
deleted file mode 100644
index bbd3399d8e6f4146e642aa5a9d8f12ecb4ea77af..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_083/checkpoint.index b/backend/app/project_hyperband/trial_083/checkpoint.index
deleted file mode 100644
index 79a47c86cbcde2dfe7cc577cf249ae14691d9a28..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_083/trial.json b/backend/app/project_hyperband/trial_083/trial.json
deleted file mode 100644
index 11c43e42550f10404039abb8918c1c6c22b135e8..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_083/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "083", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.011256456375122], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.5939236879348755], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7377798557281494], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.926393449306488], "step": 0}]}}}, "score": 0.7377798557281494, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_084/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_084/checkpoint.data-00000-of-00001
deleted file mode 100644
index ab751ad0ab64dd8931e358392ec7a784d7fc2fdb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_084/checkpoint.index b/backend/app/project_hyperband/trial_084/checkpoint.index
deleted file mode 100644
index 752f6bc00322bb9cce04113e15caa903c3551988..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_084/trial.json b/backend/app/project_hyperband/trial_084/trial.json
deleted file mode 100644
index 8cace130ebc5a05e319e730f2f7b433328e72564..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_084/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "084", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6818270087242126], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9765758514404297], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.689676821231842], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0466184616088867], "step": 1}]}}}, "score": 0.689676821231842, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_085/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_085/checkpoint.data-00000-of-00001
deleted file mode 100644
index ba34a7ebfbdb550a25f11dbda0defa97460ce729..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_085/checkpoint.index b/backend/app/project_hyperband/trial_085/checkpoint.index
deleted file mode 100644
index b42b5dd0c337141163f2963806f1e6faae575ac3..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_085/trial.json b/backend/app/project_hyperband/trial_085/trial.json
deleted file mode 100644
index e698b3328cb9e46cce9b5b68faa4c73aeb2a52e4..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_085/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "085", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1884771585464478], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.321575880050659], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7989930510520935], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.144702434539795], "step": 0}]}}}, "score": 0.7989930510520935, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_086/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_086/checkpoint.data-00000-of-00001
deleted file mode 100644
index dfe73b9262770857136bd37f8b2a5f313e0e0899..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_086/checkpoint.index b/backend/app/project_hyperband/trial_086/checkpoint.index
deleted file mode 100644
index 26b8aa5335d325879e7aea10712bfeca374b0067..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_086/trial.json b/backend/app/project_hyperband/trial_086/trial.json
deleted file mode 100644
index ad05385b9132c743fd3b2dce6f960a2354fb3d86..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_086/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "086", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7419254779815674], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9399643540382385], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7029696106910706], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.914530336856842], "step": 1}]}}}, "score": 0.7029696106910706, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_087/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_087/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3b3a1b3eb2cf8477e87f65b5566beb2163fd1274..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_087/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_087/checkpoint.index b/backend/app/project_hyperband/trial_087/checkpoint.index
deleted file mode 100644
index 17f16370fae6b4582317550a8f08d74cd860277d..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_087/trial.json b/backend/app/project_hyperband/trial_087/trial.json
deleted file mode 100644
index b1e2a6195fe4b2c3df516649c8c4a43bc1f71db3..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_087/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "087", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7817813158035278], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0935454368591309], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6839816570281982], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8722678422927856], "step": 1}]}}}, "score": 0.6839816570281982, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_088/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_088/checkpoint.data-00000-of-00001
deleted file mode 100644
index e1cf3566ec4f3e3b3f91ec10ccd8d2885bed4864..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_088/checkpoint.index b/backend/app/project_hyperband/trial_088/checkpoint.index
deleted file mode 100644
index f56fec195520b4b578e29d4ed2b0724dd619ecd2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_hyperband/trial_088/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_088/trial.json b/backend/app/project_hyperband/trial_088/trial.json
deleted file mode 100644
index 509049859b2cefb76029fb929a20e6a5127f4431..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_088/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "088", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0398873090744019], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.7310547828674316], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7200362086296082], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9050401449203491], "step": 1}]}}}, "score": 0.7200362086296082, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_089/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_089/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1edae4ead5a6a240f91db7c191b1c3c97b1c2452..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_089/checkpoint.index b/backend/app/project_hyperband/trial_089/checkpoint.index
deleted file mode 100644
index 8455129329291722fc76a0347ef4bee0bae35df4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_089/trial.json b/backend/app/project_hyperband/trial_089/trial.json
deleted file mode 100644
index b9dfa1ed239b91bc79dcb65c37e5702a3bfcc99e..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_089/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "089", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2524468898773193], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.560356616973877], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.774164617061615], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.971697986125946], "step": 0}]}}}, "score": 0.774164617061615, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_090/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_090/checkpoint.data-00000-of-00001
deleted file mode 100644
index 974bf5678a421930251136da4d054d34b707145b..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_090/checkpoint.index b/backend/app/project_hyperband/trial_090/checkpoint.index
deleted file mode 100644
index e16d0db0dcd0fc50f3b7f31572a43160f1ac5191..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_090/trial.json b/backend/app/project_hyperband/trial_090/trial.json
deleted file mode 100644
index eb30358341c7c2779f50b2ad9bf14d86b45577bd..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_090/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "090", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8633259534835815], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1982516050338745], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7952882647514343], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.03971529006958], "step": 1}]}}}, "score": 0.7952882647514343, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_091/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_091/checkpoint.data-00000-of-00001
deleted file mode 100644
index a656fd26e332ffc709efb9217b07ba33b4322327..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_091/checkpoint.index b/backend/app/project_hyperband/trial_091/checkpoint.index
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index f385bfdf96c480935cf11383764ebbe8b22e6951..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_091/trial.json b/backend/app/project_hyperband/trial_091/trial.json
deleted file mode 100644
index 45c7a7a6cc4c96a50de0f893db70f6efe601c630..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_091/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "091", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 256, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.360377311706543], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.965820550918579], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7695863842964172], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0187208652496338], "step": 0}]}}}, "score": 0.7695863842964172, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_092/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_092/checkpoint.data-00000-of-00001
deleted file mode 100644
index c29a62ef2611796e0d3d24634e6a202cca5d8050..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_092/checkpoint.index b/backend/app/project_hyperband/trial_092/checkpoint.index
deleted file mode 100644
index da4b3a9ba9604c4e566c1f421db3a6fbf949d466..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_092/trial.json b/backend/app/project_hyperband/trial_092/trial.json
deleted file mode 100644
index 441b049e414ed490a42f4bb464bf7dec61556074..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_092/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "092", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1010143756866455], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.0187697410583496], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.718250036239624], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9769597053527832], "step": 0}]}}}, "score": 0.718250036239624, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_093/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_093/checkpoint.data-00000-of-00001
deleted file mode 100644
index 179f17f1d554c35989db52f71ddbb6a9a21a4bf2..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_093/checkpoint.index b/backend/app/project_hyperband/trial_093/checkpoint.index
deleted file mode 100644
index 147423b393553fe526befeb335c38f70f9b56808..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_093/trial.json b/backend/app/project_hyperband/trial_093/trial.json
deleted file mode 100644
index 1b548efd95a44415b14b9e21520f0a3724532b33..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_093/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "093", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6184513568878174], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7969925999641418], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6118456125259399], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7966101765632629], "step": 1}]}}}, "score": 0.6118456125259399, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_094/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_094/checkpoint.data-00000-of-00001
deleted file mode 100644
index e9bdff8e40be6900f1c6c3886489eea29a8364c4..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_094/checkpoint.index b/backend/app/project_hyperband/trial_094/checkpoint.index
deleted file mode 100644
index 84f7074d03a9ee9f0311f1e8115bb5701d8df912..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_094/trial.json b/backend/app/project_hyperband/trial_094/trial.json
deleted file mode 100644
index 731c015c446bbb5aa426581a7e7b1fe517e0174a..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_094/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "094", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9872066974639893], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.627169132232666], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7236984372138977], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9179303050041199], "step": 0}]}}}, "score": 0.7236984372138977, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_095/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_095/checkpoint.data-00000-of-00001
deleted file mode 100644
index 37e2ebedd99bfa917e15106966a1d9026568faeb..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_095/checkpoint.index b/backend/app/project_hyperband/trial_095/checkpoint.index
deleted file mode 100644
index ec30cfd87d49782e70bc3ab77ed42e4fd0c5ad78..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_095/trial.json b/backend/app/project_hyperband/trial_095/trial.json
deleted file mode 100644
index 5412fe797b2b0c944be23aa55f28a7dcd977e326..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_095/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "095", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.033108115196228], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.8075478076934814], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.693208634853363], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8668978214263916], "step": 1}]}}}, "score": 0.693208634853363, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_096/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_096/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6d44e0f502b5e7540d8e2bee9786b5e52aee8741..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_096/checkpoint.index b/backend/app/project_hyperband/trial_096/checkpoint.index
deleted file mode 100644
index bbc6658b46a354f99d59a6b50d0fbbbf3aee03bc..0000000000000000000000000000000000000000
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diff --git a/backend/app/project_hyperband/trial_096/trial.json b/backend/app/project_hyperband/trial_096/trial.json
deleted file mode 100644
index 7e1384ec6a2e4c732120064dd06251453e00207f..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_096/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "096", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16, "tuner/epochs": 2, "tuner/initial_epoch": 0, "tuner/bracket": 6, "tuner/round": 0}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6675596833229065], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8719443678855896], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6320852041244507], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.86805659532547], "step": 1}]}}}, "score": 0.6320852041244507, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_hyperband/trial_097/checkpoint.data-00000-of-00001 b/backend/app/project_hyperband/trial_097/checkpoint.data-00000-of-00001
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diff --git a/backend/app/project_hyperband/trial_097/trial.json b/backend/app/project_hyperband/trial_097/trial.json
deleted file mode 100644
index d40d0ae50f39f2d2a948e6f97ca98a9c4aecfa0f..0000000000000000000000000000000000000000
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Binary files a/backend/app/project_hyperband/trial_098/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_098/trial.json b/backend/app/project_hyperband/trial_098/trial.json
deleted file mode 100644
index 9144769ec650d9d6da8ae44e1087f06625976b9e..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_098/trial.json
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Binary files a/backend/app/project_hyperband/trial_099/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_hyperband/trial_099/trial.json b/backend/app/project_hyperband/trial_099/trial.json
deleted file mode 100644
index 7dd416e923a5541c4f5599637cafaf6db2bee54a..0000000000000000000000000000000000000000
--- a/backend/app/project_hyperband/trial_099/trial.json
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diff --git a/backend/app/project_random/best_model/keras_metadata.pb b/backend/app/project_random/best_model/keras_metadata.pb
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index 5b82929a9890ed5901656a343b5b553c893da21c..0000000000000000000000000000000000000000
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\ No newline at end of file
diff --git a/backend/app/project_random/training_time.json b/backend/app/project_random/training_time.json
deleted file mode 100644
index 57df7d93b3c1e25fbf63cc2addfe223a411e2799..0000000000000000000000000000000000000000
--- a/backend/app/project_random/training_time.json
+++ /dev/null
@@ -1 +0,0 @@
-{"training_time": 7074.582728385925}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_000/checkpoint b/backend/app/project_random/trial_000/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_000/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_000/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_000/checkpoint.data-00000-of-00001
deleted file mode 100644
index 218e8df43012430c41cf2c9eac56411c6535e0ed..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_000/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_000/checkpoint.index b/backend/app/project_random/trial_000/checkpoint.index
deleted file mode 100644
index aa8ea1165cb04120ad0b87c8bf3d161c5fe04a92..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_000/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_000/pipeline b/backend/app/project_random/trial_000/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_000/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_000/trial.json b/backend/app/project_random/trial_000/trial.json
deleted file mode 100644
index c60857a1e6ccde3277d2cf176c660a566cdc1c7a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_000/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "000", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.15185463428497314], "step": 32}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.08088469505310059], "step": 32}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.13854779303073883], "step": 32}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.07821758091449738], "step": 32}]}}}, "score": 0.13854779303073883, "best_step": 32, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_001/checkpoint b/backend/app/project_random/trial_001/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_001/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_001/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_001/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7079da5e55cccfa78b287984ed6a4ea967dc4d9d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_001/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_001/checkpoint.index b/backend/app/project_random/trial_001/checkpoint.index
deleted file mode 100644
index 82a0ddf873a32b900f757a847f3fb04c26952c12..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_001/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_001/pipeline b/backend/app/project_random/trial_001/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_001/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_001/trial.json b/backend/app/project_random/trial_001/trial.json
deleted file mode 100644
index 5a92499ae02e1c98f18cfa230315e403b0c7e4ca..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_001/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "001", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.167038917541504], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.1748032569885254], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7825580835342407], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9978971481323242], "step": 0}]}}}, "score": 0.7825580835342407, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_002/checkpoint b/backend/app/project_random/trial_002/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_002/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_002/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_002/checkpoint.data-00000-of-00001
deleted file mode 100644
index a9548ddc2926e597872ded18f19a99aaec65dc17..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_002/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_002/checkpoint.index b/backend/app/project_random/trial_002/checkpoint.index
deleted file mode 100644
index c6b4f97d138235d408f8118f921137249567ca3d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_002/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_002/pipeline b/backend/app/project_random/trial_002/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_002/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_002/trial.json b/backend/app/project_random/trial_002/trial.json
deleted file mode 100644
index 458b8fa937794bc8599fdc27a42fe3bd7b3b4958..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_002/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "002", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5821613073348999], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7599511742591858], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5579910278320312], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.752240777015686], "step": 99}]}}}, "score": 0.5579910278320312, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_003/checkpoint b/backend/app/project_random/trial_003/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_003/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_003/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_003/checkpoint.data-00000-of-00001
deleted file mode 100644
index b796d9a53e0d1f81a84c160f5289c791a7322dbc..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_003/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_003/checkpoint.index b/backend/app/project_random/trial_003/checkpoint.index
deleted file mode 100644
index d0385c44bcf3f0e95255d4395620998caf04df56..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_003/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_003/pipeline b/backend/app/project_random/trial_003/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_003/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_003/trial.json b/backend/app/project_random/trial_003/trial.json
deleted file mode 100644
index 7c6566d8fa5bfdafe31062d79c27811712ebd43c..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_003/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "003", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 1e-05}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3795486688613892], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.0154330730438232], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8295390605926514], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.052962064743042], "step": 0}]}}}, "score": 0.8295390605926514, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_004/checkpoint b/backend/app/project_random/trial_004/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_004/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_004/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_004/checkpoint.data-00000-of-00001
deleted file mode 100644
index bd0233692d799b2992f8bb093a80209dc2583fd5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_004/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_004/checkpoint.index b/backend/app/project_random/trial_004/checkpoint.index
deleted file mode 100644
index cb38ea16fb1a0dd87e2fd3844a83cf817142cef6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_004/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_004/pipeline b/backend/app/project_random/trial_004/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_004/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_004/trial.json b/backend/app/project_random/trial_004/trial.json
deleted file mode 100644
index 45746181683cb0df62c5158c339139449d802e9a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_004/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "004", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2120654582977295], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.3793842792510986], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7986732125282288], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0395922660827637], "step": 0}]}}}, "score": 0.7986732125282288, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_005/checkpoint b/backend/app/project_random/trial_005/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_005/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_005/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_005/checkpoint.data-00000-of-00001
deleted file mode 100644
index 241347269b189c58b6247ada5cc446b9cdc0f3c9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_005/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_005/checkpoint.index b/backend/app/project_random/trial_005/checkpoint.index
deleted file mode 100644
index 61dc934e35b36646b0ad99225ef692dc1bf93343..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_005/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_005/pipeline b/backend/app/project_random/trial_005/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_005/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_005/trial.json b/backend/app/project_random/trial_005/trial.json
deleted file mode 100644
index b189e6092cd029d9c98dee472be585d603d637e8..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_005/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "005", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6905121207237244], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8703277111053467], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5493314266204834], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6819401979446411], "step": 99}]}}}, "score": 0.5493314266204834, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_006/checkpoint b/backend/app/project_random/trial_006/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_006/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_006/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_006/checkpoint.data-00000-of-00001
deleted file mode 100644
index 19d4d3510176227686b578dcb8f504f6a580cfb5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_006/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_006/checkpoint.index b/backend/app/project_random/trial_006/checkpoint.index
deleted file mode 100644
index f2d66fc45ed7e96bb9b44ffcf09d4a5e674f655f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_006/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_006/pipeline b/backend/app/project_random/trial_006/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_006/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_006/trial.json b/backend/app/project_random/trial_006/trial.json
deleted file mode 100644
index 61e1f68b69d6b0631c8d5651cf3fae7fb53e89b4..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_006/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "006", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.579922080039978], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.739662766456604], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5353492498397827], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6744396686553955], "step": 99}]}}}, "score": 0.5353492498397827, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_007/checkpoint b/backend/app/project_random/trial_007/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_007/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_007/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_007/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6e44d8218d8ba27116b525057b18ed50cfb46053..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_007/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_007/checkpoint.index b/backend/app/project_random/trial_007/checkpoint.index
deleted file mode 100644
index 5119b750cf647d684ffac4a4dbb338efbd46050a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_007/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_007/pipeline b/backend/app/project_random/trial_007/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_007/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_007/trial.json b/backend/app/project_random/trial_007/trial.json
deleted file mode 100644
index 9d681af16fdbeb4b1e2df7db774199038882c486..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_007/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "007", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3510512113571167], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.34616389870643616], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.26989567279815674], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.20066389441490173], "step": 97}]}}}, "score": 0.26989567279815674, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_008/checkpoint b/backend/app/project_random/trial_008/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_008/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_008/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_008/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0ef6e9f7c9c07ab7dc83256be0629c4e08b99200..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_008/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_008/checkpoint.index b/backend/app/project_random/trial_008/checkpoint.index
deleted file mode 100644
index 233ac5636c0675c0e73b2491d6c405483af646a6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_008/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_008/pipeline b/backend/app/project_random/trial_008/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_008/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_008/trial.json b/backend/app/project_random/trial_008/trial.json
deleted file mode 100644
index 88db96543e8e981caad30348637df72588c942b2..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_008/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "008", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7211586833000183], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.896141529083252], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7178749442100525], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9126758575439453], "step": 99}]}}}, "score": 0.7178749442100525, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_009/checkpoint b/backend/app/project_random/trial_009/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_009/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_009/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_009/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4180178bff8c007dec05c6ed5b47db710041a603..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_009/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_009/checkpoint.index b/backend/app/project_random/trial_009/checkpoint.index
deleted file mode 100644
index 25208d6f21db5e5eeff756d29f3df0feb8b6644c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_009/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_009/pipeline b/backend/app/project_random/trial_009/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_009/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_009/trial.json b/backend/app/project_random/trial_009/trial.json
deleted file mode 100644
index 56c957c9317f6e7cdfaefde76c48ce16862dc3fe..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_009/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "009", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6308589577674866], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8081100583076477], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5949645638465881], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7654403448104858], "step": 99}]}}}, "score": 0.5949645638465881, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_010/checkpoint b/backend/app/project_random/trial_010/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_010/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_010/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_010/checkpoint.data-00000-of-00001
deleted file mode 100644
index 334a992cef10042a413b968cab0393cb6c7fcb44..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_010/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_010/checkpoint.index b/backend/app/project_random/trial_010/checkpoint.index
deleted file mode 100644
index 2349b98ab4827e08433515f60ef339866b8f7b8d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_010/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_010/pipeline b/backend/app/project_random/trial_010/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_010/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_010/trial.json b/backend/app/project_random/trial_010/trial.json
deleted file mode 100644
index 40538b88f6a7896102cfc1be152b0e9997a7e04c..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_010/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "010", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6930633783340454], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9232116341590881], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6812324523925781], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9039846658706665], "step": 98}]}}}, "score": 0.6812324523925781, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_011/checkpoint b/backend/app/project_random/trial_011/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_011/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_011/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_011/checkpoint.data-00000-of-00001
deleted file mode 100644
index c0e507d6a40babb19412ca2caded2d3d2e181021..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_011/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_011/checkpoint.index b/backend/app/project_random/trial_011/checkpoint.index
deleted file mode 100644
index a7210e0724ce1f5d0088c7d837ba3dfec5943e22..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_011/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_011/pipeline b/backend/app/project_random/trial_011/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_011/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_011/trial.json b/backend/app/project_random/trial_011/trial.json
deleted file mode 100644
index 4914ef0d8ad1b4c7caa3fb02432eb311a8d8568e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_011/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "011", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6182003021240234], "step": 12}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8381421566009521], "step": 12}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5366487503051758], "step": 12}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6499388813972473], "step": 12}]}}}, "score": 0.5366487503051758, "best_step": 12, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_012/checkpoint b/backend/app/project_random/trial_012/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_012/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_012/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_012/checkpoint.data-00000-of-00001
deleted file mode 100644
index 79e5791c55b258433755026cd496a8c74ad19a56..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_012/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_012/checkpoint.index b/backend/app/project_random/trial_012/checkpoint.index
deleted file mode 100644
index 1a0ce26da7f2331a642751b34894e41d8d8a7c4a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_012/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_012/pipeline b/backend/app/project_random/trial_012/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_012/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_012/trial.json b/backend/app/project_random/trial_012/trial.json
deleted file mode 100644
index c4fb83c9ec05ecb738f2f308a6e9b9ae86b93fb6..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_012/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "012", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8685274124145508], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.2094906568527222], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7866546511650085], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.032753586769104], "step": 99}]}}}, "score": 0.7866546511650085, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_013/checkpoint b/backend/app/project_random/trial_013/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_013/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_013/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_013/checkpoint.data-00000-of-00001
deleted file mode 100644
index f1b7f07af3e6c75426dd0d23370b94ce5a7b406f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_013/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_013/checkpoint.index b/backend/app/project_random/trial_013/checkpoint.index
deleted file mode 100644
index ab742442d572a867d04cb30b1fb8a872e7eea07c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_013/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_013/pipeline b/backend/app/project_random/trial_013/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_013/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_013/trial.json b/backend/app/project_random/trial_013/trial.json
deleted file mode 100644
index 70abb84dab4db0f6ab260e96217154ec5b0d6b29..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_013/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "013", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5682347416877747], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7206475138664246], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5362237095832825], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6979736089706421], "step": 99}]}}}, "score": 0.5362237095832825, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_014/checkpoint b/backend/app/project_random/trial_014/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_014/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_014/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_014/checkpoint.data-00000-of-00001
deleted file mode 100644
index 608fa4afde101d083fa60b0fb34f5b0a980e07c8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_014/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_014/checkpoint.index b/backend/app/project_random/trial_014/checkpoint.index
deleted file mode 100644
index a3685c01bc8e74ea457d7c4e4e0644a7d9125eb2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_014/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_014/pipeline b/backend/app/project_random/trial_014/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_014/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_014/trial.json b/backend/app/project_random/trial_014/trial.json
deleted file mode 100644
index c94e87e651abd1b06c686e7314810e124166c2fa..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_014/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "014", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5849198698997498], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7796765565872192], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5749927163124084], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7943254709243774], "step": 99}]}}}, "score": 0.5749927163124084, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_015/checkpoint b/backend/app/project_random/trial_015/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_015/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_015/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_015/checkpoint.data-00000-of-00001
deleted file mode 100644
index 77f41cb2d34f5508b1b395ce8e77c4c085ea2b18..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_015/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_015/checkpoint.index b/backend/app/project_random/trial_015/checkpoint.index
deleted file mode 100644
index 9b4952271e0c5eba9a33bee8dd6a463212157274..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_015/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_015/pipeline b/backend/app/project_random/trial_015/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_015/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_015/trial.json b/backend/app/project_random/trial_015/trial.json
deleted file mode 100644
index dfc5963e43ff63ed6a058d1cbe8e53a72cb04d0d..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_015/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "015", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.33057984709739685], "step": 77}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.30161046981811523], "step": 77}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18887530267238617], "step": 77}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.11543513089418411], "step": 77}]}}}, "score": 0.18887530267238617, "best_step": 77, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_016/checkpoint b/backend/app/project_random/trial_016/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_016/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_016/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_016/checkpoint.data-00000-of-00001
deleted file mode 100644
index a352c52ab2e226eb1fdff941eac251d043112d4a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_016/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_016/checkpoint.index b/backend/app/project_random/trial_016/checkpoint.index
deleted file mode 100644
index 9fb3eb1852c9ed6f8b5099907b65fca276d51560..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_016/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_016/pipeline b/backend/app/project_random/trial_016/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_016/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_016/trial.json b/backend/app/project_random/trial_016/trial.json
deleted file mode 100644
index a09d98714d86fb0a15ba6b246072d8ff16be06c7..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_016/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "016", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5356262922286987], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6800727248191833], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.46388915181159973], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5609877705574036], "step": 99}]}}}, "score": 0.46388915181159973, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_017/checkpoint b/backend/app/project_random/trial_017/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_017/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_017/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_017/checkpoint.data-00000-of-00001
deleted file mode 100644
index 440236376c8d0731adf157c55c3ba122f1fc1cd6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_017/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_017/checkpoint.index b/backend/app/project_random/trial_017/checkpoint.index
deleted file mode 100644
index 6b394be8f953a16f9b5c98a8d8352fc7f3ffdad8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_017/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_017/pipeline b/backend/app/project_random/trial_017/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_017/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_017/trial.json b/backend/app/project_random/trial_017/trial.json
deleted file mode 100644
index 8d3477b31d016b2ea280ee27983c3eb152d37565..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_017/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "017", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6936474442481995], "step": 20}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.014994502067566], "step": 20}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6852320432662964], "step": 20}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0260542631149292], "step": 20}]}}}, "score": 0.6852320432662964, "best_step": 20, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_018/checkpoint b/backend/app/project_random/trial_018/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_018/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_018/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_018/checkpoint.data-00000-of-00001
deleted file mode 100644
index afbf6606111b180f5fb1685fc3e412e32a9d0ae3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_018/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_018/checkpoint.index b/backend/app/project_random/trial_018/checkpoint.index
deleted file mode 100644
index 55729ffea14ee11ddc96cd7bdaea04fc583174ee..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_018/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_018/pipeline b/backend/app/project_random/trial_018/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_018/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_018/trial.json b/backend/app/project_random/trial_018/trial.json
deleted file mode 100644
index 958b102291d496416ac4d6e94f1183cf94f5f515..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_018/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "018", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5710474848747253], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7726345658302307], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5599715709686279], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7779653072357178], "step": 99}]}}}, "score": 0.5599715709686279, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_019/checkpoint b/backend/app/project_random/trial_019/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_019/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_019/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_019/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2dc20d8596a2d0cc9b550b2c11fe3b91ee9d27d2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_019/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_019/checkpoint.index b/backend/app/project_random/trial_019/checkpoint.index
deleted file mode 100644
index 9e4492f2a98b6bd915279ff697c0e87d09c87cde..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_019/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_019/pipeline b/backend/app/project_random/trial_019/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_019/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_019/trial.json b/backend/app/project_random/trial_019/trial.json
deleted file mode 100644
index 29a93ced6692bc69e91c96bebc8d0d63ab5ac0d3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_019/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "019", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.0488077402114868], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.761537790298462], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.768488347530365], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9361088275909424], "step": 0}]}}}, "score": 0.768488347530365, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_020/checkpoint b/backend/app/project_random/trial_020/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_020/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_020/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_020/checkpoint.data-00000-of-00001
deleted file mode 100644
index a45551e9734c45642d91287e63d5e7c46f536192..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_020/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_020/checkpoint.index b/backend/app/project_random/trial_020/checkpoint.index
deleted file mode 100644
index b781d73692111251509b0703ae93b34a477e6437..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_020/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_020/pipeline b/backend/app/project_random/trial_020/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_020/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_020/trial.json b/backend/app/project_random/trial_020/trial.json
deleted file mode 100644
index af0d935bafcd62e810884637cb567ca281d69b05..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_020/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "020", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7208325862884521], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9782882332801819], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6635389924049377], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9224734306335449], "step": 99}]}}}, "score": 0.6635389924049377, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_021/checkpoint b/backend/app/project_random/trial_021/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_021/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_021/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_021/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4028ec09576ea7e5b16e509d7da611eff01f68fe..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_021/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_021/checkpoint.index b/backend/app/project_random/trial_021/checkpoint.index
deleted file mode 100644
index d31ed806b30305fff5ab30380afbd79e26bab310..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_021/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_021/pipeline b/backend/app/project_random/trial_021/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_021/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_021/trial.json b/backend/app/project_random/trial_021/trial.json
deleted file mode 100644
index 108ce6983443f00979da24d79f6b35f74c287fc5..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_021/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "021", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5088438987731934], "step": 66}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6260839104652405], "step": 66}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.43059244751930237], "step": 66}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5486040115356445], "step": 66}]}}}, "score": 0.43059244751930237, "best_step": 66, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_022/checkpoint b/backend/app/project_random/trial_022/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_022/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_022/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_022/checkpoint.data-00000-of-00001
deleted file mode 100644
index c95144eee4da9ec44d513c30ae15daac39ae8291..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_022/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_022/checkpoint.index b/backend/app/project_random/trial_022/checkpoint.index
deleted file mode 100644
index 5aba6218fedc2237bad66e851bc05a15fa82530c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_022/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_022/pipeline b/backend/app/project_random/trial_022/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_022/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_022/trial.json b/backend/app/project_random/trial_022/trial.json
deleted file mode 100644
index 21cf7d53f9c4cc71c633f7b462897da03b26817a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_022/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "022", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9928961396217346], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.6234166622161865], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7881446480751038], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0847935676574707], "step": 99}]}}}, "score": 0.7881446480751038, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_023/checkpoint b/backend/app/project_random/trial_023/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_023/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_023/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_023/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5ac09306e2eed49ed257e340e295688147afe0f2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_023/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_023/checkpoint.index b/backend/app/project_random/trial_023/checkpoint.index
deleted file mode 100644
index 5698d9e7bd1e71f080cb95d10679afefd212165f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_023/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_023/pipeline b/backend/app/project_random/trial_023/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_023/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_023/trial.json b/backend/app/project_random/trial_023/trial.json
deleted file mode 100644
index eec2bda99912d18af8c109d0ec94410f660320f9..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_023/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "023", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2519301176071167], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.5635275840759277], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7482553720474243], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9564607739448547], "step": 0}]}}}, "score": 0.7482553720474243, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_024/checkpoint b/backend/app/project_random/trial_024/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_024/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_024/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_024/checkpoint.data-00000-of-00001
deleted file mode 100644
index a9c2ca9a575ffaa4c7283e39cd44364155411b4f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_024/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_024/checkpoint.index b/backend/app/project_random/trial_024/checkpoint.index
deleted file mode 100644
index 0cbef05a4aa830da40cc082a074b060d3611b8dc..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_024/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_024/pipeline b/backend/app/project_random/trial_024/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_024/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_024/trial.json b/backend/app/project_random/trial_024/trial.json
deleted file mode 100644
index 1374e610f2dbb015c5ed621df33269614b512b45..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_024/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "024", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2423714399337769], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.486792802810669], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.9285643696784973], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.3445594310760498], "step": 0}]}}}, "score": 0.9285643696784973, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_025/checkpoint b/backend/app/project_random/trial_025/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_025/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_025/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_025/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4d19039f0c0fe028cab442943a6824876778ae31..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_025/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_025/checkpoint.index b/backend/app/project_random/trial_025/checkpoint.index
deleted file mode 100644
index 8ca5db3eaf521e69f845e988cafdb8e9253d6dc4..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_025/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_025/pipeline b/backend/app/project_random/trial_025/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_025/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_025/trial.json b/backend/app/project_random/trial_025/trial.json
deleted file mode 100644
index 4a92cc1f2ffc8826783cffafbac2edbd6094b785..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_025/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "025", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9115431904792786], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.3859280347824097], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.598888635635376], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7531194686889648], "step": 99}]}}}, "score": 0.598888635635376, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_026/checkpoint b/backend/app/project_random/trial_026/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_026/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_026/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_026/checkpoint.data-00000-of-00001
deleted file mode 100644
index 12572359a2901aa7b4e14d1681bc20317c2ce7f6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_026/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_026/checkpoint.index b/backend/app/project_random/trial_026/checkpoint.index
deleted file mode 100644
index b2f9a57c68010d6b0e12be80867b3af1d07ba2f6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_026/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_026/pipeline b/backend/app/project_random/trial_026/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_026/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_026/trial.json b/backend/app/project_random/trial_026/trial.json
deleted file mode 100644
index 4bed42cd79c3596b6deeb0299ebb15747f7319e0..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_026/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "026", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7089598774909973], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9179633855819702], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7058345079421997], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9388557076454163], "step": 99}]}}}, "score": 0.7058345079421997, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_027/checkpoint b/backend/app/project_random/trial_027/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_027/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_027/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_027/checkpoint.data-00000-of-00001
deleted file mode 100644
index 13d46da761617d6855dd0593347788c4badeae43..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_027/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_027/checkpoint.index b/backend/app/project_random/trial_027/checkpoint.index
deleted file mode 100644
index 574a4aecfde41751febcb4028e8585cfb93158ee..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_027/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_027/pipeline b/backend/app/project_random/trial_027/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_027/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_027/trial.json b/backend/app/project_random/trial_027/trial.json
deleted file mode 100644
index eff494d7254ce7712d5a760dc907ee6667c07318..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_027/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "027", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4343364238739014], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.331770658493042], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7582340240478516], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9936056137084961], "step": 0}]}}}, "score": 0.7582340240478516, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_028/checkpoint b/backend/app/project_random/trial_028/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_028/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_028/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_028/checkpoint.data-00000-of-00001
deleted file mode 100644
index d92bee0405f7e3b7aced22f45a754ad452706c84..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_028/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_028/checkpoint.index b/backend/app/project_random/trial_028/checkpoint.index
deleted file mode 100644
index f234d1b91439ae9dcd81d0532ad408cf18edca9f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_028/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_028/pipeline b/backend/app/project_random/trial_028/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_028/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_028/trial.json b/backend/app/project_random/trial_028/trial.json
deleted file mode 100644
index 58967c7f36d176aef1a1d292a0a4f0765e5657ae..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_028/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "028", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6393970251083374], "step": 21}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8570218086242676], "step": 21}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5493708848953247], "step": 21}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6585960984230042], "step": 21}]}}}, "score": 0.5493708848953247, "best_step": 21, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_029/checkpoint b/backend/app/project_random/trial_029/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_029/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_029/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_029/checkpoint.data-00000-of-00001
deleted file mode 100644
index 40cc646ae81f5be51aeb96353241dce1f81fad50..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_029/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_029/checkpoint.index b/backend/app/project_random/trial_029/checkpoint.index
deleted file mode 100644
index 1c04138777b673b6aefca9c4a7b677e2d304f7cb..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_029/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_029/pipeline b/backend/app/project_random/trial_029/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_029/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_029/trial.json b/backend/app/project_random/trial_029/trial.json
deleted file mode 100644
index 32b7701dd9510f7d73f8f14a9cfc986ffe4cea68..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_029/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "029", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6606762409210205], "step": 14}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9303207397460938], "step": 14}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.631084144115448], "step": 14}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8939967751502991], "step": 14}]}}}, "score": 0.631084144115448, "best_step": 14, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_030/checkpoint b/backend/app/project_random/trial_030/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_030/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_030/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_030/checkpoint.data-00000-of-00001
deleted file mode 100644
index e8dbed0e29e8679c7a0d9cacb8089d1ab8423485..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_030/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_030/checkpoint.index b/backend/app/project_random/trial_030/checkpoint.index
deleted file mode 100644
index c5a403e5dbe99631a2d661a96bad5eab94974259..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_030/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_030/pipeline b/backend/app/project_random/trial_030/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_030/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_030/trial.json b/backend/app/project_random/trial_030/trial.json
deleted file mode 100644
index e9f8236d24f8fa07dd97a3215f8c7ace3205465a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_030/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "030", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7832653522491455], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0031101703643799], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7322345972061157], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.929300844669342], "step": 99}]}}}, "score": 0.7322345972061157, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_031/checkpoint b/backend/app/project_random/trial_031/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_031/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_031/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_031/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2b5e91e66a8f415dd44467f534a6927ca6e5dabd..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_031/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_031/checkpoint.index b/backend/app/project_random/trial_031/checkpoint.index
deleted file mode 100644
index 3c30836dbb5c663ea1666c5bea2da3fcd526fdc2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_031/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_031/pipeline b/backend/app/project_random/trial_031/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_031/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_031/trial.json b/backend/app/project_random/trial_031/trial.json
deleted file mode 100644
index 92cecd17cb28f6d3cb32df5311fe388ca41af6b0..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_031/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "031", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.438198983669281], "step": 90}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.46905043721199036], "step": 90}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.25058090686798096], "step": 90}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.18771889805793762], "step": 90}]}}}, "score": 0.25058090686798096, "best_step": 90, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_032/checkpoint b/backend/app/project_random/trial_032/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_032/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_032/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_032/checkpoint.data-00000-of-00001
deleted file mode 100644
index f68f75127a056c1a560ac4675e5127488e23bd16..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_032/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_032/checkpoint.index b/backend/app/project_random/trial_032/checkpoint.index
deleted file mode 100644
index 0f6bea9bad5e7e5ab1a0a08453855b0cbcb41f24..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_032/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_032/pipeline b/backend/app/project_random/trial_032/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_032/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_032/trial.json b/backend/app/project_random/trial_032/trial.json
deleted file mode 100644
index 7decaaafb43fc9c7425d3f55a950225afcbfe118..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_032/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "032", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5486883521080017], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7391365766525269], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5515797138214111], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7710620164871216], "step": 99}]}}}, "score": 0.5515797138214111, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_033/checkpoint b/backend/app/project_random/trial_033/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_033/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_033/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_033/checkpoint.data-00000-of-00001
deleted file mode 100644
index faa8f44750f5cbcbbcbcf8c743ce694a2f40d005..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_033/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_033/checkpoint.index b/backend/app/project_random/trial_033/checkpoint.index
deleted file mode 100644
index 5e30f18551f93254c1d853e09f5c180b36095daa..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_033/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_033/pipeline b/backend/app/project_random/trial_033/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_033/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_033/trial.json b/backend/app/project_random/trial_033/trial.json
deleted file mode 100644
index 4eb6579948db1aa900a0923fd9b4656a56a9d5fa..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_033/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "033", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6526938676834106], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9075191020965576], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6382549405097961], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8653782606124878], "step": 99}]}}}, "score": 0.6382549405097961, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_034/checkpoint b/backend/app/project_random/trial_034/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_034/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_034/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_034/checkpoint.data-00000-of-00001
deleted file mode 100644
index ede922fb819ee1fe57e6fe0d34b6eaed5e4bf568..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_034/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_034/checkpoint.index b/backend/app/project_random/trial_034/checkpoint.index
deleted file mode 100644
index 2de70aa4683474cc2c6deb315547fc8e7d604e32..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_034/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_034/pipeline b/backend/app/project_random/trial_034/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_034/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_034/trial.json b/backend/app/project_random/trial_034/trial.json
deleted file mode 100644
index f31d1aeaed3ff421a2dbdbfff446c85f738951a8..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_034/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "034", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6129089593887329], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8273175358772278], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6012117862701416], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8445910811424255], "step": 98}]}}}, "score": 0.6012117862701416, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_035/checkpoint b/backend/app/project_random/trial_035/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_035/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_035/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_035/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9678d00fed9702cb80d7db48f7447df4de685f00..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_035/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_035/checkpoint.index b/backend/app/project_random/trial_035/checkpoint.index
deleted file mode 100644
index 2f90a59ee1634a3b8ddc5c98e14c50ef0852ee34..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_035/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_035/pipeline b/backend/app/project_random/trial_035/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_035/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_035/trial.json b/backend/app/project_random/trial_035/trial.json
deleted file mode 100644
index a0894421fa991685eba7b8b4dc1a876ddb871bff..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_035/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "035", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.46001529693603516], "step": 27}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5269244909286499], "step": 27}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.38426581025123596], "step": 27}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.44842401146888733], "step": 27}]}}}, "score": 0.38426581025123596, "best_step": 27, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_036/checkpoint b/backend/app/project_random/trial_036/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_036/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_036/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_036/checkpoint.data-00000-of-00001
deleted file mode 100644
index 43fdd5bb4fa6f3e78053b90d28f801ff78a7cc53..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_036/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_036/checkpoint.index b/backend/app/project_random/trial_036/checkpoint.index
deleted file mode 100644
index 19fcde6971599ed7d4d2d4dfb228702eeb482144..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_036/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_036/pipeline b/backend/app/project_random/trial_036/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_036/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_036/trial.json b/backend/app/project_random/trial_036/trial.json
deleted file mode 100644
index 02774efb942b4379353151a64e79fb7059ea39fc..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_036/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "036", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6890014410018921], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8443970680236816], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5242604613304138], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6039412021636963], "step": 99}]}}}, "score": 0.5242604613304138, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_037/checkpoint b/backend/app/project_random/trial_037/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_037/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_037/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_037/checkpoint.data-00000-of-00001
deleted file mode 100644
index e23d53c9790f0f0c9e588ca86be59a7b07563a0d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_037/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_037/checkpoint.index b/backend/app/project_random/trial_037/checkpoint.index
deleted file mode 100644
index 035ed7f6df9a3fe9e8f7bf3e8af1adb21845a3f3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_037/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_037/pipeline b/backend/app/project_random/trial_037/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_037/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_037/trial.json b/backend/app/project_random/trial_037/trial.json
deleted file mode 100644
index 3de599aedd02427b113151c016189c27c0b05d48..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_037/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "037", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5219871401786804], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6454585790634155], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4349426329135895], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5107017159461975], "step": 97}]}}}, "score": 0.4349426329135895, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_038/checkpoint b/backend/app/project_random/trial_038/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_038/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_038/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_038/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0b53147cd8a085cc66eb9d8e5e780cba02fe21a8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_038/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_038/checkpoint.index b/backend/app/project_random/trial_038/checkpoint.index
deleted file mode 100644
index 2b406ecad420e411459b37e0a6cd544591969248..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_038/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_038/pipeline b/backend/app/project_random/trial_038/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_038/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_038/trial.json b/backend/app/project_random/trial_038/trial.json
deleted file mode 100644
index 8f3bf5619fb28e631a358d48ffd5100d3a74608e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_038/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "038", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3086702227592468], "step": 94}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.24137301743030548], "step": 94}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.2048298418521881], "step": 94}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1395769864320755], "step": 94}]}}}, "score": 0.2048298418521881, "best_step": 94, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_039/checkpoint b/backend/app/project_random/trial_039/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_039/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_039/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_039/checkpoint.data-00000-of-00001
deleted file mode 100644
index 23a7af225bb5866f1bdb9d4414466654fbc8cbc3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_039/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_039/checkpoint.index b/backend/app/project_random/trial_039/checkpoint.index
deleted file mode 100644
index e6aabd7208ba7d156b28d0600d78c07e1758ed96..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_039/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_039/pipeline b/backend/app/project_random/trial_039/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_039/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_039/trial.json b/backend/app/project_random/trial_039/trial.json
deleted file mode 100644
index a6214516508bf251c6d54c014199fe2c55d28f1a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_039/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "039", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5714606046676636], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7137168645858765], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5366354584693909], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.664758026599884], "step": 98}]}}}, "score": 0.5366354584693909, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_040/checkpoint b/backend/app/project_random/trial_040/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_040/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_040/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_040/checkpoint.data-00000-of-00001
deleted file mode 100644
index cd38e675f7897607453e51e4b00b12b78177f0aa..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_040/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_040/checkpoint.index b/backend/app/project_random/trial_040/checkpoint.index
deleted file mode 100644
index f80de6f54fe75c35b988b1ff67f3da2203a68caf..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_040/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_040/pipeline b/backend/app/project_random/trial_040/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_040/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_040/trial.json b/backend/app/project_random/trial_040/trial.json
deleted file mode 100644
index 0d9da32d1b2ff84233b997fdba4279b0f386f561..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_040/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "040", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6392983794212341], "step": 9}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8594696521759033], "step": 9}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5485658049583435], "step": 9}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.684404194355011], "step": 9}]}}}, "score": 0.5485658049583435, "best_step": 9, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_041/checkpoint b/backend/app/project_random/trial_041/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_041/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_041/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_041/checkpoint.data-00000-of-00001
deleted file mode 100644
index 29be67b8e2c7b0bb687d42e32ac0333148135ef5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_041/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_041/checkpoint.index b/backend/app/project_random/trial_041/checkpoint.index
deleted file mode 100644
index 8d827f259aee1be1be1938b38adba3e6acc51565..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_041/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_041/pipeline b/backend/app/project_random/trial_041/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_041/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_041/trial.json b/backend/app/project_random/trial_041/trial.json
deleted file mode 100644
index 0d6c9154616a56a954d728a4cf5dce9c067b375f..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_041/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "041", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8087915182113647], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1138007640838623], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.677399754524231], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8891774415969849], "step": 99}]}}}, "score": 0.677399754524231, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_042/checkpoint b/backend/app/project_random/trial_042/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_042/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_042/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_042/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6296579337024e1121aff93082b5de66389d3568..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_042/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_042/checkpoint.index b/backend/app/project_random/trial_042/checkpoint.index
deleted file mode 100644
index 102d50bc1f5896584734bbedf32fc62e4ab989ce..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_042/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_042/pipeline b/backend/app/project_random/trial_042/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_042/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_042/trial.json b/backend/app/project_random/trial_042/trial.json
deleted file mode 100644
index 6354843763161dcba8b5525d60506971106b237e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_042/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "042", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5719150900840759], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7283278107643127], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5356588363647461], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6922236084938049], "step": 99}]}}}, "score": 0.5356588363647461, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_043/checkpoint b/backend/app/project_random/trial_043/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_043/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_043/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_043/checkpoint.data-00000-of-00001
deleted file mode 100644
index baf2abe177aee6de3da81468d3b6a355a89f6d50..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_043/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_043/checkpoint.index b/backend/app/project_random/trial_043/checkpoint.index
deleted file mode 100644
index 1739fa2028ec23d638bad6f066e352653b0b4896..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_043/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_043/pipeline b/backend/app/project_random/trial_043/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_043/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_043/trial.json b/backend/app/project_random/trial_043/trial.json
deleted file mode 100644
index f0357fb0652486bbe179cdc683bb9a2af132cdfe..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_043/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "043", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.9771922826766968], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.515312910079956], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8977342844009399], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.2893412113189697], "step": 0}]}}}, "score": 0.8977342844009399, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_044/checkpoint b/backend/app/project_random/trial_044/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_044/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_044/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_044/checkpoint.data-00000-of-00001
deleted file mode 100644
index 099a71f72e7d3bf1e20ddf64a536efd6debd0958..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_044/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_044/checkpoint.index b/backend/app/project_random/trial_044/checkpoint.index
deleted file mode 100644
index 8a66550b650d97be615d6f8f23644074b50904dc..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_044/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_044/pipeline b/backend/app/project_random/trial_044/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_044/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_044/trial.json b/backend/app/project_random/trial_044/trial.json
deleted file mode 100644
index 69a7da8368c62007301e86dda6b6e46652077fcb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_044/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "044", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5995245575904846], "step": 48}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7385767102241516], "step": 48}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5384747385978699], "step": 48}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6608237624168396], "step": 48}]}}}, "score": 0.5384747385978699, "best_step": 48, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_045/checkpoint b/backend/app/project_random/trial_045/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_045/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_045/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_045/checkpoint.data-00000-of-00001
deleted file mode 100644
index e105f7ee2f48ee4dc0dcac60ca8f632ea8e3b9b0..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_045/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_045/checkpoint.index b/backend/app/project_random/trial_045/checkpoint.index
deleted file mode 100644
index 57660baf57d7b883a820f029c5a1cac962ef58c9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_045/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_045/pipeline b/backend/app/project_random/trial_045/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_045/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_045/trial.json b/backend/app/project_random/trial_045/trial.json
deleted file mode 100644
index a95513fbea8ed08ade4ff802bce18e1341d76c5a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_045/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "045", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7578586339950562], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9931908249855042], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7026798725128174], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9037651419639587], "step": 99}]}}}, "score": 0.7026798725128174, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_046/checkpoint b/backend/app/project_random/trial_046/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_046/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_046/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_046/checkpoint.data-00000-of-00001
deleted file mode 100644
index c9e31df73ecd595bab82e801c868c87da2243edc..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_046/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_046/checkpoint.index b/backend/app/project_random/trial_046/checkpoint.index
deleted file mode 100644
index 8547beb37f182f2ab7624abb7148ecc9a04fe5b7..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_046/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_046/pipeline b/backend/app/project_random/trial_046/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_046/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_046/trial.json b/backend/app/project_random/trial_046/trial.json
deleted file mode 100644
index 568f0940ebfced1a1f00b58de79dfb2741c46721..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_046/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "046", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5537717342376709], "step": 91}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6602231860160828], "step": 91}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4949905276298523], "step": 91}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5852057933807373], "step": 91}]}}}, "score": 0.4949905276298523, "best_step": 91, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_047/checkpoint b/backend/app/project_random/trial_047/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_047/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_047/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_047/checkpoint.data-00000-of-00001
deleted file mode 100644
index 530c6df3bba5ac8ab7028401edef756f8d557af7..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_047/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_047/checkpoint.index b/backend/app/project_random/trial_047/checkpoint.index
deleted file mode 100644
index b7730587abb81fb7bcd5eeeedfeca7e540ea337b..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_047/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_047/pipeline b/backend/app/project_random/trial_047/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_047/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_047/trial.json b/backend/app/project_random/trial_047/trial.json
deleted file mode 100644
index 423e368d7f8cc07e5b842a98f244bf3f0e56c377..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_047/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "047", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6304821968078613], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8000498414039612], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.575465202331543], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7272424697875977], "step": 98}]}}}, "score": 0.575465202331543, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_048/checkpoint b/backend/app/project_random/trial_048/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_048/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_048/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_048/checkpoint.data-00000-of-00001
deleted file mode 100644
index 227e26a7b351bcebb188a0dfc66544749c4c824d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_048/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_048/checkpoint.index b/backend/app/project_random/trial_048/checkpoint.index
deleted file mode 100644
index e511504e0d9be45b72d05eaa918f64a4833b7938..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_048/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_048/pipeline b/backend/app/project_random/trial_048/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_048/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_048/trial.json b/backend/app/project_random/trial_048/trial.json
deleted file mode 100644
index 57b150a43576587c07f6de7b18604de1280ff4f8..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_048/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "048", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.20289643108844757], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.12331972271203995], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.15127365291118622], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.09502073377370834], "step": 98}]}}}, "score": 0.15127365291118622, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_049/checkpoint b/backend/app/project_random/trial_049/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_049/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_049/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_049/checkpoint.data-00000-of-00001
deleted file mode 100644
index 65906ceb57147c922a30551a4004c1256c34f64e..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_049/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_049/checkpoint.index b/backend/app/project_random/trial_049/checkpoint.index
deleted file mode 100644
index 14837cbcef3043121adf241734c6ebf33e404283..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_049/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_049/pipeline b/backend/app/project_random/trial_049/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_049/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_049/trial.json b/backend/app/project_random/trial_049/trial.json
deleted file mode 100644
index 21474b7e13a8955754e41bbd19d8097afb019be3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_049/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "049", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6425699591636658], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8675504326820374], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6227394342422485], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8344804644584656], "step": 98}]}}}, "score": 0.6227394342422485, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_050/checkpoint b/backend/app/project_random/trial_050/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_050/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_050/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_050/checkpoint.data-00000-of-00001
deleted file mode 100644
index e23f5b776cd87aaa008022e31e8ef3c42a1c9a3d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_050/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_050/checkpoint.index b/backend/app/project_random/trial_050/checkpoint.index
deleted file mode 100644
index 4ac31a963e8dd45e981e5adc68d99bb44bf1a9f5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_050/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_050/pipeline b/backend/app/project_random/trial_050/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_050/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_050/trial.json b/backend/app/project_random/trial_050/trial.json
deleted file mode 100644
index 13a29d5101d7cd175339f6cb0f1d8f5c54c75f04..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_050/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "050", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.46793022751808167], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.4927116632461548], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3973062336444855], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.39128389954566956], "step": 99}]}}}, "score": 0.3973062336444855, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_051/checkpoint b/backend/app/project_random/trial_051/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_051/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_051/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_051/checkpoint.data-00000-of-00001
deleted file mode 100644
index f040b3887e01e927605316e8beabda7b6704e59a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_051/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_051/checkpoint.index b/backend/app/project_random/trial_051/checkpoint.index
deleted file mode 100644
index 02375a9acd9b6af2f600026aa3c93eeba52256bd..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_051/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_051/pipeline b/backend/app/project_random/trial_051/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_051/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_051/trial.json b/backend/app/project_random/trial_051/trial.json
deleted file mode 100644
index cbf64481ce2b7fa99afb43b2400a7a3d4bb856b3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_051/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "051", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4969272315502167], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6282321214675903], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.462245911359787], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5952539443969727], "step": 98}]}}}, "score": 0.462245911359787, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_052/checkpoint b/backend/app/project_random/trial_052/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_052/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_052/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_052/checkpoint.data-00000-of-00001
deleted file mode 100644
index 267d379dd643479df525c767db6390dcd9a55dd6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_052/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_052/checkpoint.index b/backend/app/project_random/trial_052/checkpoint.index
deleted file mode 100644
index e5c659e9793ab1b71d978ccbaf05d4e8242f75f8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_052/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_052/pipeline b/backend/app/project_random/trial_052/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_052/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_052/trial.json b/backend/app/project_random/trial_052/trial.json
deleted file mode 100644
index c4c1ccae790c7a4c5fbf0266d7293b0670561589..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_052/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "052", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5967186093330383], "step": 4}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7843517065048218], "step": 4}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5491659641265869], "step": 4}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6963094472885132], "step": 4}]}}}, "score": 0.5491659641265869, "best_step": 4, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_053/checkpoint b/backend/app/project_random/trial_053/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_053/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_053/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_053/checkpoint.data-00000-of-00001
deleted file mode 100644
index be9fe95f225be5d80eb274766ca2ca61be85ff15..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_053/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_053/checkpoint.index b/backend/app/project_random/trial_053/checkpoint.index
deleted file mode 100644
index 6c03c060e5b657dc023ab0664ac357f6c582821c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_053/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_053/pipeline b/backend/app/project_random/trial_053/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_053/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_053/trial.json b/backend/app/project_random/trial_053/trial.json
deleted file mode 100644
index 437f02b8895ff425150d41e91320fcf6c0b4fd36..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_053/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "053", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6386917233467102], "step": 43}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9132308959960938], "step": 43}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6084446310997009], "step": 43}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8716809153556824], "step": 43}]}}}, "score": 0.6084446310997009, "best_step": 43, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_054/checkpoint b/backend/app/project_random/trial_054/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_054/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_054/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_054/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4c031768e712ee989ce05ab408e12c7ed6228a7c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_054/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_054/checkpoint.index b/backend/app/project_random/trial_054/checkpoint.index
deleted file mode 100644
index 7c6fc7f012d04d4cc11924fb7e91fa8b3f04c336..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_054/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_054/pipeline b/backend/app/project_random/trial_054/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_054/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_054/trial.json b/backend/app/project_random/trial_054/trial.json
deleted file mode 100644
index 36ff344a1190557a2669a31cb14ce4178da9b100..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_054/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "054", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.49881643056869507], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.6574140191078186], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.45992904901504517], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5714194178581238], "step": 99}]}}}, "score": 0.45992904901504517, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_055/checkpoint b/backend/app/project_random/trial_055/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_055/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_055/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_055/checkpoint.data-00000-of-00001
deleted file mode 100644
index ea4e1eabed09e2e1ce6045099e407454969932a1..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_055/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_055/checkpoint.index b/backend/app/project_random/trial_055/checkpoint.index
deleted file mode 100644
index 43d425ca85c8b2a4893677c4a03c81d8d7ed6437..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_055/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_055/pipeline b/backend/app/project_random/trial_055/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_055/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_055/trial.json b/backend/app/project_random/trial_055/trial.json
deleted file mode 100644
index 2bc3f993893ca43c0ab92e85cbe9418712852059..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_055/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "055", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.3709615468978882], "step": 73}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.3654271960258484], "step": 73}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18738774955272675], "step": 73}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.1263570785522461], "step": 73}]}}}, "score": 0.18738774955272675, "best_step": 73, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_056/checkpoint b/backend/app/project_random/trial_056/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_056/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_056/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_056/checkpoint.data-00000-of-00001
deleted file mode 100644
index 15d4c5459b5d6c9857941841fe709bc01365a02d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_056/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_056/checkpoint.index b/backend/app/project_random/trial_056/checkpoint.index
deleted file mode 100644
index a11e6097760cb92b5644c5c645ae4aaaa021697f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_056/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_056/pipeline b/backend/app/project_random/trial_056/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_056/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_056/trial.json b/backend/app/project_random/trial_056/trial.json
deleted file mode 100644
index b629daf4ddcaa167bb6970bfaaf74d94280edf3b..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_056/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "056", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5409072041511536], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7015624046325684], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5400241017341614], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7048739194869995], "step": 99}]}}}, "score": 0.5400241017341614, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_057/checkpoint b/backend/app/project_random/trial_057/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_057/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_057/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_057/checkpoint.data-00000-of-00001
deleted file mode 100644
index 2372d74312cd098ed577e0af116bcd580b8d4df7..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_057/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_057/checkpoint.index b/backend/app/project_random/trial_057/checkpoint.index
deleted file mode 100644
index 0237c33f876009b0fb4f70e07f327f2e63019c28..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_057/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_057/pipeline b/backend/app/project_random/trial_057/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_057/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_057/trial.json b/backend/app/project_random/trial_057/trial.json
deleted file mode 100644
index 8770e744638e4537d4788b07833045cb17f17c74..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_057/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "057", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6349657773971558], "step": 32}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8751422166824341], "step": 32}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.574973464012146], "step": 32}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7708529233932495], "step": 32}]}}}, "score": 0.574973464012146, "best_step": 32, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_058/checkpoint b/backend/app/project_random/trial_058/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_058/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_058/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_058/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9b9ace44b373732b54c942586958295d877bcb52..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_058/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_058/checkpoint.index b/backend/app/project_random/trial_058/checkpoint.index
deleted file mode 100644
index 47b969f17ed890b21ef721e522ab45135ea92136..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_058/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_058/pipeline b/backend/app/project_random/trial_058/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_058/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_058/trial.json b/backend/app/project_random/trial_058/trial.json
deleted file mode 100644
index 8ce8c75e8fcd52b22ae922d0b4e19088c17475e3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_058/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "058", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6326465606689453], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8744612336158752], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5969061851501465], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8383064270019531], "step": 97}]}}}, "score": 0.5969061851501465, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_059/checkpoint b/backend/app/project_random/trial_059/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_059/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_059/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_059/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5b2205fe7ad105992e167449c4394cc4a414129f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_059/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_059/checkpoint.index b/backend/app/project_random/trial_059/checkpoint.index
deleted file mode 100644
index 21367fb445a88d1cc83388e985879c8b84f94a5c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_059/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_059/pipeline b/backend/app/project_random/trial_059/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_059/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_059/trial.json b/backend/app/project_random/trial_059/trial.json
deleted file mode 100644
index 51ff01fc5bad892a7257db941fd6235597dfb5c2..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_059/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "059", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.48156869411468506], "step": 39}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5526165962219238], "step": 39}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.32512718439102173], "step": 39}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.24693086743354797], "step": 39}]}}}, "score": 0.32512718439102173, "best_step": 39, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_060/checkpoint b/backend/app/project_random/trial_060/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_060/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_060/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_060/checkpoint.data-00000-of-00001
deleted file mode 100644
index 6eb85e696eecf29646b73d94d695369c753a5b00..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_060/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_060/checkpoint.index b/backend/app/project_random/trial_060/checkpoint.index
deleted file mode 100644
index c4da303048e6fec3f737d067ec8682a7ec83c85f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_060/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_060/pipeline b/backend/app/project_random/trial_060/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_060/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_060/trial.json b/backend/app/project_random/trial_060/trial.json
deleted file mode 100644
index d5b248d72bd0ac7cfdb3106373241fb1c4b45e01..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_060/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "060", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6402474641799927], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8869227170944214], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6273584961891174], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9037565588951111], "step": 98}]}}}, "score": 0.6273584961891174, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_061/checkpoint b/backend/app/project_random/trial_061/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_061/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_061/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_061/checkpoint.data-00000-of-00001
deleted file mode 100644
index 86018fc1798aef468db7b4428f0e5d792823e3f3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_061/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_061/checkpoint.index b/backend/app/project_random/trial_061/checkpoint.index
deleted file mode 100644
index d08a76e1e6b5427ac54ac4f4d13894695135d0e3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_061/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_061/pipeline b/backend/app/project_random/trial_061/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_061/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_061/trial.json b/backend/app/project_random/trial_061/trial.json
deleted file mode 100644
index 4aad1973e1eaefcd855a51acf6794ac84becd899..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_061/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "061", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.644530177116394], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8646581172943115], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6114427447319031], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8438341617584229], "step": 98}]}}}, "score": 0.6114427447319031, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_062/checkpoint b/backend/app/project_random/trial_062/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_062/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_062/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_062/checkpoint.data-00000-of-00001
deleted file mode 100644
index f8c3f32e7219e98d651ef5b6d2cbc24ff829f169..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_062/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_062/checkpoint.index b/backend/app/project_random/trial_062/checkpoint.index
deleted file mode 100644
index 086890d9aa36cc83deec43be2cdaa64ffc8a1ed5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_062/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_062/pipeline b/backend/app/project_random/trial_062/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_062/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_062/trial.json b/backend/app/project_random/trial_062/trial.json
deleted file mode 100644
index dc3963b9718e8d31817d206025764a4a8ecfee2e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_062/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "062", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7496636509895325], "step": 97}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.974085807800293], "step": 97}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7138030529022217], "step": 97}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9211827516555786], "step": 97}]}}}, "score": 0.7138030529022217, "best_step": 97, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_063/checkpoint b/backend/app/project_random/trial_063/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_063/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_063/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_063/checkpoint.data-00000-of-00001
deleted file mode 100644
index 26ba11e916894ebbe16d39c08d39ab5a609a857f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_063/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_063/checkpoint.index b/backend/app/project_random/trial_063/checkpoint.index
deleted file mode 100644
index fcba73972af61071c8451a0e8c15dba8e05745f9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_063/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_063/pipeline b/backend/app/project_random/trial_063/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_063/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_063/trial.json b/backend/app/project_random/trial_063/trial.json
deleted file mode 100644
index 9e86bbec3e0453ecd1b89a25abcbba82c5ae1514..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_063/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "063", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.7107878923416138], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [4.805789947509766], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7957897186279297], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0502500534057617], "step": 0}]}}}, "score": 0.7957897186279297, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_064/checkpoint b/backend/app/project_random/trial_064/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_064/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_064/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_064/checkpoint.data-00000-of-00001
deleted file mode 100644
index d71bbcf27faa02f5761c158bdac16db2de527f78..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_064/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_064/checkpoint.index b/backend/app/project_random/trial_064/checkpoint.index
deleted file mode 100644
index bf561b7e2dfa3bde7bf5d99bd13548f86bd34dd4..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_064/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_064/pipeline b/backend/app/project_random/trial_064/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_064/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_064/trial.json b/backend/app/project_random/trial_064/trial.json
deleted file mode 100644
index 539ca1eea1bc48362d1839044f7ac02d135149fc..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_064/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "064", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.2555812895298004], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.18425486981868744], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.18265551328659058], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.12354926764965057], "step": 96}]}}}, "score": 0.18265551328659058, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_065/checkpoint b/backend/app/project_random/trial_065/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_065/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_065/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_065/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0ab7f56ff4adaf3715cc7081f678e36ee8bbd083..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_065/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_065/checkpoint.index b/backend/app/project_random/trial_065/checkpoint.index
deleted file mode 100644
index 554242ff155362f72fdfd9fd3f29e6f5745d6307..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_065/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_065/pipeline b/backend/app/project_random/trial_065/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_065/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_065/trial.json b/backend/app/project_random/trial_065/trial.json
deleted file mode 100644
index e0b42d4d74c54e1fa2da1b70f702060943e9443e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_065/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "065", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6504855751991272], "step": 95}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8665540814399719], "step": 95}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6198590397834778], "step": 95}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8301373720169067], "step": 95}]}}}, "score": 0.6198590397834778, "best_step": 95, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_066/checkpoint b/backend/app/project_random/trial_066/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_066/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_066/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_066/checkpoint.data-00000-of-00001
deleted file mode 100644
index 1b61fea61a7c7b96b2237d3798459bfd8ec80b49..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_066/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_066/checkpoint.index b/backend/app/project_random/trial_066/checkpoint.index
deleted file mode 100644
index 4f55bb8cf841ba581ee6e1268f26d1622c4a42e2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_066/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_066/pipeline b/backend/app/project_random/trial_066/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_066/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_066/trial.json b/backend/app/project_random/trial_066/trial.json
deleted file mode 100644
index b40435a3f494443c03566678a4791b0dac5778cf..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_066/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "066", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2666802406311035], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.6194472312927246], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7703617215156555], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0358916521072388], "step": 0}]}}}, "score": 0.7703617215156555, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_067/checkpoint b/backend/app/project_random/trial_067/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_067/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_067/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_067/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8cf23f8d7b2a808d3ebf29f0261a38d82ab427cf..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_067/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_067/checkpoint.index b/backend/app/project_random/trial_067/checkpoint.index
deleted file mode 100644
index 48e70c0e63c6e0e9ac41091872d7f0a743afe5e8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_067/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_067/pipeline b/backend/app/project_random/trial_067/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_067/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_067/trial.json b/backend/app/project_random/trial_067/trial.json
deleted file mode 100644
index 8093b79778df8bd105fbc0569afcd18b75d09596..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_067/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "067", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6001575589179993], "step": 3}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7683709263801575], "step": 3}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5267209410667419], "step": 3}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6287915110588074], "step": 3}]}}}, "score": 0.5267209410667419, "best_step": 3, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_068/checkpoint b/backend/app/project_random/trial_068/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_068/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_068/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_068/checkpoint.data-00000-of-00001
deleted file mode 100644
index 67b0b1af2aa0b890db16f1df243e15e8a1aff182..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_068/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_068/checkpoint.index b/backend/app/project_random/trial_068/checkpoint.index
deleted file mode 100644
index 2e8e3bc0af58d7be54f60e18a77fa4bc5751cbd6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_068/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_068/pipeline b/backend/app/project_random/trial_068/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_068/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_068/trial.json b/backend/app/project_random/trial_068/trial.json
deleted file mode 100644
index 7a61a92de7fa7d1f677446c455ce77a852ce66d5..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_068/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "068", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5901853442192078], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7690610885620117], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5721431374549866], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7664980888366699], "step": 99}]}}}, "score": 0.5721431374549866, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_069/checkpoint b/backend/app/project_random/trial_069/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_069/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_069/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_069/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5aebd0036219c6b26b39f9c215aea2c8af2d3deb..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_069/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_069/checkpoint.index b/backend/app/project_random/trial_069/checkpoint.index
deleted file mode 100644
index 2c561f6439541c8d6341a904236877676b952502..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_069/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_069/pipeline b/backend/app/project_random/trial_069/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_069/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_069/trial.json b/backend/app/project_random/trial_069/trial.json
deleted file mode 100644
index 770552ecdfd4494b29544340174d5bf07e349c34..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_069/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "069", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6436585187911987], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8269416689872742], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5877560377120972], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7168329954147339], "step": 0}]}}}, "score": 0.5877560377120972, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_070/checkpoint b/backend/app/project_random/trial_070/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_070/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_070/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_070/checkpoint.data-00000-of-00001
deleted file mode 100644
index a5eaf4a5bfd19e29c24593c6e7b7004a5d8d746d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_070/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_070/checkpoint.index b/backend/app/project_random/trial_070/checkpoint.index
deleted file mode 100644
index 1a9f6a3d5ded0e19149b4fbb4a9d86c84d574c3e..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_070/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_070/pipeline b/backend/app/project_random/trial_070/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_070/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_070/trial.json b/backend/app/project_random/trial_070/trial.json
deleted file mode 100644
index a93c139e2c5158dc235b469b8dc0f57a8d853a6e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_070/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "070", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4427272081375122], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.370168924331665], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7577125430107117], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9354283809661865], "step": 0}]}}}, "score": 0.7577125430107117, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_071/checkpoint b/backend/app/project_random/trial_071/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_071/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_071/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_071/checkpoint.data-00000-of-00001
deleted file mode 100644
index 35f7cb58ba389c4bfb2059f2b61f4d0dde76ec37..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_071/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_071/checkpoint.index b/backend/app/project_random/trial_071/checkpoint.index
deleted file mode 100644
index 88744ffaf95e4b9bdaade678d10d5c9b5f4472ab..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_071/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_071/pipeline b/backend/app/project_random/trial_071/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_071/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_071/trial.json b/backend/app/project_random/trial_071/trial.json
deleted file mode 100644
index a84d72914146a8a19e898264e791a49bc0cb979a..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_071/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "071", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4326680302619934], "step": 52}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5046516060829163], "step": 52}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4277418851852417], "step": 52}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5155215263366699], "step": 52}]}}}, "score": 0.4277418851852417, "best_step": 52, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_072/checkpoint b/backend/app/project_random/trial_072/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_072/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_072/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_072/checkpoint.data-00000-of-00001
deleted file mode 100644
index f2c3efd246d7eb94191848ee4b32ca1716401f0a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_072/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_072/checkpoint.index b/backend/app/project_random/trial_072/checkpoint.index
deleted file mode 100644
index 9adc91819a031937fef9deba1ac731e5f7f4953c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_072/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_072/pipeline b/backend/app/project_random/trial_072/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_072/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_072/trial.json b/backend/app/project_random/trial_072/trial.json
deleted file mode 100644
index fcb300109e1a5e7828f38a2fd84f014d18ce5a04..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_072/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "072", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4425840377807617], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.353647470474243], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8050951957702637], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0381033420562744], "step": 0}]}}}, "score": 0.8050951957702637, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_073/checkpoint b/backend/app/project_random/trial_073/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_073/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_073/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_073/checkpoint.data-00000-of-00001
deleted file mode 100644
index 3e10310f6c2c239e3230856a42fcacef97ce69d6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_073/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_073/checkpoint.index b/backend/app/project_random/trial_073/checkpoint.index
deleted file mode 100644
index 9ca610989ffa6e4961a95f87277c698c5ef3c9c7..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_073/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_073/pipeline b/backend/app/project_random/trial_073/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_073/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_073/trial.json b/backend/app/project_random/trial_073/trial.json
deleted file mode 100644
index 693350d5fea59ac3b3e5bbec7ca322d595011bb0..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_073/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "073", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.664417028427124], "step": 9}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.937768280506134], "step": 9}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6259362101554871], "step": 9}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8665093779563904], "step": 9}]}}}, "score": 0.6259362101554871, "best_step": 9, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_074/checkpoint b/backend/app/project_random/trial_074/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_074/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_074/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_074/checkpoint.data-00000-of-00001
deleted file mode 100644
index bb8a663828af783f7ecd1b158ef19abda0f54c08..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_074/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_074/checkpoint.index b/backend/app/project_random/trial_074/checkpoint.index
deleted file mode 100644
index 2f67822874c409d76c43e301a0d164962174d614..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_074/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_074/pipeline b/backend/app/project_random/trial_074/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_074/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_074/trial.json b/backend/app/project_random/trial_074/trial.json
deleted file mode 100644
index 15a646f5570c2d84f4d1b3c7e884e816bb165ae4..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_074/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "074", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6743974089622498], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9260326623916626], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6589058637619019], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.924042820930481], "step": 96}]}}}, "score": 0.6589058637619019, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_075/checkpoint b/backend/app/project_random/trial_075/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_075/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_075/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_075/checkpoint.data-00000-of-00001
deleted file mode 100644
index 5eff98fc2c75a01c01d8d98dda6257d0e4ea0c68..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_075/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_075/checkpoint.index b/backend/app/project_random/trial_075/checkpoint.index
deleted file mode 100644
index d5e1f2ae7781d673b2f4ac9a9b62e1a0bf680c35..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_075/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_075/pipeline b/backend/app/project_random/trial_075/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_075/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_075/trial.json b/backend/app/project_random/trial_075/trial.json
deleted file mode 100644
index e42285ca3e77b838220a55e53facba7e069e528b..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_075/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "075", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2771676778793335], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.624035596847534], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7729277610778809], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9700774550437927], "step": 0}]}}}, "score": 0.7729277610778809, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_076/checkpoint b/backend/app/project_random/trial_076/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_076/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_076/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_076/checkpoint.data-00000-of-00001
deleted file mode 100644
index df7be1e2de6771758681d9298aac807852b2e36a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_076/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_076/checkpoint.index b/backend/app/project_random/trial_076/checkpoint.index
deleted file mode 100644
index e887250e396b1f9ba8602399fc380b8fce411f80..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_076/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_076/pipeline b/backend/app/project_random/trial_076/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_076/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_076/trial.json b/backend/app/project_random/trial_076/trial.json
deleted file mode 100644
index 4b4459f83a59c9657fa43ade7ad16b509b71c73b..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_076/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "076", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 1024}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7669314742088318], "step": 48}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0364779233932495], "step": 48}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6955875158309937], "step": 48}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8985651135444641], "step": 48}]}}}, "score": 0.6955875158309937, "best_step": 48, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_077/checkpoint b/backend/app/project_random/trial_077/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_077/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_077/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_077/checkpoint.data-00000-of-00001
deleted file mode 100644
index 850bbaf33f91dc295fcaa2a3994f9691ce061482..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_077/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_077/checkpoint.index b/backend/app/project_random/trial_077/checkpoint.index
deleted file mode 100644
index 42a6cb4ba016a92cc1f76997c03b8311f34c7e35..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_077/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_077/pipeline b/backend/app/project_random/trial_077/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_077/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_077/trial.json b/backend/app/project_random/trial_077/trial.json
deleted file mode 100644
index f33761ef8bee3616bed18e74cd977ecb8663115f..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_077/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "077", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3302942514419556], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.9912173748016357], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7518551349639893], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9451459050178528], "step": 0}]}}}, "score": 0.7518551349639893, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_078/checkpoint b/backend/app/project_random/trial_078/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_078/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_078/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_078/checkpoint.data-00000-of-00001
deleted file mode 100644
index 53f4decd902cfb5c6e7624a0869118fa80cef576..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_078/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_078/checkpoint.index b/backend/app/project_random/trial_078/checkpoint.index
deleted file mode 100644
index 40cf46057869e9f8a400e8b8091b0e1ed1aa8803..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_078/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_078/pipeline b/backend/app/project_random/trial_078/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_078/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_078/trial.json b/backend/app/project_random/trial_078/trial.json
deleted file mode 100644
index fcd0107f4d4205a67de81c87de59560f3e568d58..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_078/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "078", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.1558260917663574], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.194423198699951], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.8734610676765442], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.3101661205291748], "step": 0}]}}}, "score": 0.8734610676765442, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_079/checkpoint b/backend/app/project_random/trial_079/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_079/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_079/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_079/checkpoint.data-00000-of-00001
deleted file mode 100644
index f352ff4f811277da00ba22639146815ef3d3d591..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_079/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_079/checkpoint.index b/backend/app/project_random/trial_079/checkpoint.index
deleted file mode 100644
index a4a7be9a092c180c1b717df143b9f177a3715a5a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_079/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_079/pipeline b/backend/app/project_random/trial_079/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_079/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_079/trial.json b/backend/app/project_random/trial_079/trial.json
deleted file mode 100644
index c70459486d45c62af187f8f2d4307676e9eef98d..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_079/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "079", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6609978079795837], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9595942497253418], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6460938453674316], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9575666189193726], "step": 98}]}}}, "score": 0.6460938453674316, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_080/checkpoint b/backend/app/project_random/trial_080/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_080/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_080/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_080/checkpoint.data-00000-of-00001
deleted file mode 100644
index d9804dfd4c44abb0f4cc5ab717c1e281c332ea99..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_080/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_080/checkpoint.index b/backend/app/project_random/trial_080/checkpoint.index
deleted file mode 100644
index 663c2f5e5a0e13afc1af723cf2c2be112ec83935..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_080/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_080/pipeline b/backend/app/project_random/trial_080/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_080/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_080/trial.json b/backend/app/project_random/trial_080/trial.json
deleted file mode 100644
index 1d2a42ebe087556232850b07af07ba8d3ebc019b..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_080/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "080", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7270050048828125], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9364004731178284], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7027579545974731], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9084969162940979], "step": 98}]}}}, "score": 0.7027579545974731, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_081/checkpoint b/backend/app/project_random/trial_081/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_081/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_081/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_081/checkpoint.data-00000-of-00001
deleted file mode 100644
index 0e1d5dda2cb148c7a428c8a5ba3a93d981826c34..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_081/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_081/checkpoint.index b/backend/app/project_random/trial_081/checkpoint.index
deleted file mode 100644
index a4ecb6b038bb92dbac668ddefd83e7ab6ac78354..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_081/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_081/pipeline b/backend/app/project_random/trial_081/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_081/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_081/trial.json b/backend/app/project_random/trial_081/trial.json
deleted file mode 100644
index 07ada34c991b621828f56a3caadfa9d7fedc173c..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_081/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "081", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.699447751045227], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9290907382965088], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6981275081634521], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9241853356361389], "step": 99}]}}}, "score": 0.6981275081634521, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_082/checkpoint b/backend/app/project_random/trial_082/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_082/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_082/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_082/checkpoint.data-00000-of-00001
deleted file mode 100644
index b675ce47e9e58add958b4517b9dcfd46391b00e9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_082/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_082/checkpoint.index b/backend/app/project_random/trial_082/checkpoint.index
deleted file mode 100644
index b60b625bf5cc644fb4b5d5bdd92b45cebf89dfe3..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_082/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_082/pipeline b/backend/app/project_random/trial_082/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_082/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_082/trial.json b/backend/app/project_random/trial_082/trial.json
deleted file mode 100644
index 6b6fee35e59c6a30b16ab4697f8b2c4145cc6171..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_082/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "082", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.5, "optimizer": "adam_weight_decay", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6443955302238464], "step": 1}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8866401314735413], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5920922756195068], "step": 1}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8155770301818848], "step": 1}]}}}, "score": 0.5920922756195068, "best_step": 1, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_083/checkpoint b/backend/app/project_random/trial_083/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_083/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_083/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_083/checkpoint.data-00000-of-00001
deleted file mode 100644
index a664586b648a1e56205c2d07f5ea4fa41387a7f9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_083/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_083/checkpoint.index b/backend/app/project_random/trial_083/checkpoint.index
deleted file mode 100644
index eb3bfa1a9f0b6c50f2211cc8859995cbf8d835da..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_083/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_083/pipeline b/backend/app/project_random/trial_083/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_083/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_083/trial.json b/backend/app/project_random/trial_083/trial.json
deleted file mode 100644
index 460bca8386d639b3fa3bb9ff5d1e5ab33fe63a41..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_083/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "083", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "adam_weight_decay", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6073970794677734], "step": 96}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8036560416221619], "step": 96}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5976659655570984], "step": 96}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8005753755569458], "step": 96}]}}}, "score": 0.5976659655570984, "best_step": 96, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_084/checkpoint b/backend/app/project_random/trial_084/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_084/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_084/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_084/checkpoint.data-00000-of-00001
deleted file mode 100644
index 46d26fd384e5fcba368e4e693ad51ba433f82782..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_084/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_084/checkpoint.index b/backend/app/project_random/trial_084/checkpoint.index
deleted file mode 100644
index b73604c3cc68f48bb8a3e18537a72c8c43f55703..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_084/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_084/pipeline b/backend/app/project_random/trial_084/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_084/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_084/trial.json b/backend/app/project_random/trial_084/trial.json
deleted file mode 100644
index 5e24c29f67be6c73a8725ee0762386f9cdd40038..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_084/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "084", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 128, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7555976510047913], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0170447826385498], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6839151978492737], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9038430452346802], "step": 98}]}}}, "score": 0.6839151978492737, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_085/checkpoint b/backend/app/project_random/trial_085/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_085/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_085/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_085/checkpoint.data-00000-of-00001
deleted file mode 100644
index 951d9e9c35df6ed4f109fdb56e99917c6d0337b1..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_085/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_085/checkpoint.index b/backend/app/project_random/trial_085/checkpoint.index
deleted file mode 100644
index 4962f43655c325572458c4fe0924a55c1bfbe960..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_085/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_085/pipeline b/backend/app/project_random/trial_085/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_085/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_085/trial.json b/backend/app/project_random/trial_085/trial.json
deleted file mode 100644
index 3edc114cc0a57577f3e6b21f11fb7a57376f0bfc..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_085/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "085", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5888978242874146], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7737064361572266], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5538302659988403], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.7438644766807556], "step": 99}]}}}, "score": 0.5538302659988403, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_086/checkpoint b/backend/app/project_random/trial_086/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_086/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_086/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_086/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7994ffbd5dcf82a56ab9c85545a3ce3215299a36..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_086/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_086/checkpoint.index b/backend/app/project_random/trial_086/checkpoint.index
deleted file mode 100644
index 32824637382564e49b794f1f893d366afc851411..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_086/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_086/pipeline b/backend/app/project_random/trial_086/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_086/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_086/trial.json b/backend/app/project_random/trial_086/trial.json
deleted file mode 100644
index b48c05faa8730ebfa7dac9862b2e734fb45dfe31..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_086/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "086", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.2250899076461792], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.490385055541992], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7530149221420288], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9468598961830139], "step": 0}]}}}, "score": 0.7530149221420288, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_087/checkpoint b/backend/app/project_random/trial_087/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_087/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_087/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_087/checkpoint.data-00000-of-00001
deleted file mode 100644
index 95594b936d9aaeea1210f594218a00e84e153a9b..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_087/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_087/checkpoint.index b/backend/app/project_random/trial_087/checkpoint.index
deleted file mode 100644
index 04309565e4b686c97fb3dbf065b0493b9c511c0f..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_087/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_087/pipeline b/backend/app/project_random/trial_087/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_087/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_087/trial.json b/backend/app/project_random/trial_087/trial.json
deleted file mode 100644
index 1954788c18c2893b0d99ea552d06570c8a8c01ca..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_087/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "087", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 32}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6351790428161621], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7691317796707153], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5167842507362366], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6027295589447021], "step": 98}]}}}, "score": 0.5167842507362366, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_088/checkpoint b/backend/app/project_random/trial_088/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_088/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_088/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_088/checkpoint.data-00000-of-00001
deleted file mode 100644
index 7b47a87511d22204107226d8ebcbdc01131def7b..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_088/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_088/checkpoint.index b/backend/app/project_random/trial_088/checkpoint.index
deleted file mode 100644
index c5e34515b386653ad2dd685a843dae6ed254856c..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_088/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_088/pipeline b/backend/app/project_random/trial_088/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_088/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_088/trial.json b/backend/app/project_random/trial_088/trial.json
deleted file mode 100644
index e7133e1f985ad39245f38f8165966cd488a95e1b..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_088/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "088", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 256}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7965091466903687], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.1102675199508667], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6608874201774597], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.862211287021637], "step": 99}]}}}, "score": 0.6608874201774597, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_089/checkpoint b/backend/app/project_random/trial_089/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_089/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_089/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_089/checkpoint.data-00000-of-00001
deleted file mode 100644
index e65fb7201a0e19ec33331dd87d6a9187800587f1..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_089/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_089/checkpoint.index b/backend/app/project_random/trial_089/checkpoint.index
deleted file mode 100644
index af226370535c23bbc859d2c9bfbeb64b2760eaf6..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_089/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_089/pipeline b/backend/app/project_random/trial_089/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_089/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_089/trial.json b/backend/app/project_random/trial_089/trial.json
deleted file mode 100644
index cd37a3c4127726e8fb7bb6e992b1aea97d1af76e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_089/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "089", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6937853693962097], "step": 14}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0223159790039062], "step": 14}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6851471662521362], "step": 14}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.032480001449585], "step": 14}]}}}, "score": 0.6851471662521362, "best_step": 14, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_090/checkpoint b/backend/app/project_random/trial_090/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_090/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_090/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_090/checkpoint.data-00000-of-00001
deleted file mode 100644
index e174ec83c15d3475eb893c06bd67afbb1b1c95c8..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_090/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_090/checkpoint.index b/backend/app/project_random/trial_090/checkpoint.index
deleted file mode 100644
index 4ab967a3ee8fb04068a34f0ac7913d1632644812..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_090/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_090/pipeline b/backend/app/project_random/trial_090/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_090/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_090/trial.json b/backend/app/project_random/trial_090/trial.json
deleted file mode 100644
index bbf9a80ffbd533d20249903d67881d7e130e77c6..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_090/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "090", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "adam_weight_decay", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.03325000777840614], "step": 98}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.014710797928273678], "step": 98}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.04411467909812927], "step": 98}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.02415379509329796], "step": 98}]}}}, "score": 0.04411467909812927, "best_step": 98, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_091/checkpoint b/backend/app/project_random/trial_091/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_091/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_091/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_091/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4c3ca8bf0d972998ce3d4bb7171b43dc905bb9ad..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_091/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_091/checkpoint.index b/backend/app/project_random/trial_091/checkpoint.index
deleted file mode 100644
index 354b633a6dd31865ed0d2e7ccabd80007f3591c2..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_091/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_091/pipeline b/backend/app/project_random/trial_091/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_091/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_091/trial.json b/backend/app/project_random/trial_091/trial.json
deleted file mode 100644
index 1948e1fa04c03d577324aa4ae312aabf9b3784d3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_091/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "091", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 64, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 1024, "regression_head_1/dropout": 0.5, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.3862775564193726], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [2.9710373878479004], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.1346747875213623], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.93376624584198], "step": 99}]}}}, "score": 1.1346747875213623, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_092/checkpoint b/backend/app/project_random/trial_092/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_092/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_092/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_092/checkpoint.data-00000-of-00001
deleted file mode 100644
index 371dff53eb9141ef82737be286e969b63a942835..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_092/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_092/checkpoint.index b/backend/app/project_random/trial_092/checkpoint.index
deleted file mode 100644
index f70ff4eb03e0a7dea8e7ce3398a000b9a0399a28..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_092/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_092/pipeline b/backend/app/project_random/trial_092/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_092/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_092/trial.json b/backend/app/project_random/trial_092/trial.json
deleted file mode 100644
index 474fe3df27451387a605f754ded08848e263a785..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_092/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "092", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [1.4147850275039673], "step": 0}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [3.3373544216156006], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7733801603317261], "step": 0}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9593535661697388], "step": 0}]}}}, "score": 0.7733801603317261, "best_step": 0, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_093/checkpoint b/backend/app/project_random/trial_093/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_093/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_093/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_093/checkpoint.data-00000-of-00001
deleted file mode 100644
index cb1c8697a484ffe92da239228a047cff2fc11a60..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_093/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_093/checkpoint.index b/backend/app/project_random/trial_093/checkpoint.index
deleted file mode 100644
index 8cf456def70b60e2f2cc2c60e3540da6070a7ef7..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_093/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_093/pipeline b/backend/app/project_random/trial_093/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_093/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_093/trial.json b/backend/app/project_random/trial_093/trial.json
deleted file mode 100644
index d5273c5370ad180d8c9c54013b314627e03ed201..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_093/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "093", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 256, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.0, "optimizer": "sgd", "learning_rate": 1e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.7298882603645325], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.9362878203392029], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7270054817199707], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.9537792205810547], "step": 99}]}}}, "score": 0.7270054817199707, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_094/checkpoint b/backend/app/project_random/trial_094/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_094/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_094/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_094/checkpoint.data-00000-of-00001
deleted file mode 100644
index 585cd0c4b07aa8e87490b4bb5840e2aae4e6beb1..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_094/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_094/checkpoint.index b/backend/app/project_random/trial_094/checkpoint.index
deleted file mode 100644
index 3a1c7bb13905b92feebbc9dd6b8388b2174c1e19..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_094/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_094/pipeline b/backend/app/project_random/trial_094/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_094/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_094/trial.json b/backend/app/project_random/trial_094/trial.json
deleted file mode 100644
index 2e0816b304bc7f47a80de2ecb1792d9534a1358e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_094/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "094", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 512, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 64}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6382578611373901], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.8875644207000732], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6153875589370728], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.8741312026977539], "step": 99}]}}}, "score": 0.6153875589370728, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_095/checkpoint b/backend/app/project_random/trial_095/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_095/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_095/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_095/checkpoint.data-00000-of-00001
deleted file mode 100644
index 09c6f07cc2045b13624b4bd475d4d58b055af285..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_095/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_095/checkpoint.index b/backend/app/project_random/trial_095/checkpoint.index
deleted file mode 100644
index d82091348d03a7b1ab7f786c7f3f9925f7f69af5..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_095/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_095/pipeline b/backend/app/project_random/trial_095/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_095/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_095/trial.json b/backend/app/project_random/trial_095/trial.json
deleted file mode 100644
index 80355f8ce63e18d8865a2736d7a948613f635975..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_095/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "095", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": true, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.5, "structured_data_block_1/dense_block_1/units_1": 256, "regression_head_1/dropout": 0.5, "optimizer": "adam", "learning_rate": 0.1, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.6931527853012085], "step": 21}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0144559144973755], "step": 21}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.6852402091026306], "step": 21}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.026343584060669], "step": 21}]}}}, "score": 0.6852402091026306, "best_step": 21, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_096/checkpoint b/backend/app/project_random/trial_096/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_096/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_096/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_096/checkpoint.data-00000-of-00001
deleted file mode 100644
index 8fe9f5a06caca132790e741260e644e64fd6b85b..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_096/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_096/checkpoint.index b/backend/app/project_random/trial_096/checkpoint.index
deleted file mode 100644
index caab7264466a7039cb47952f33712f8b94d06183..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_096/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_096/pipeline b/backend/app/project_random/trial_096/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_096/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_096/trial.json b/backend/app/project_random/trial_096/trial.json
deleted file mode 100644
index d8d02c82c3ac79c8bb9eb61e544d95f551668ab3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_096/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "096", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 3, "structured_data_block_1/dense_block_1/units_0": 128, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 32, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.01, "structured_data_block_1/dense_block_1/units_2": 16}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.12041408568620682], "step": 70}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.05192733556032181], "step": 70}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.11607422679662704], "step": 70}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.0540035218000412], "step": 70}]}}}, "score": 0.11607422679662704, "best_step": 70, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_097/checkpoint b/backend/app/project_random/trial_097/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_097/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_097/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_097/checkpoint.data-00000-of-00001
deleted file mode 100644
index 4a52cca4d0cf1bd4e2cbd48e1735566ff016483e..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_097/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_097/checkpoint.index b/backend/app/project_random/trial_097/checkpoint.index
deleted file mode 100644
index 93929cebe2bd5d7116c35e6afb499b0691eb9c84..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_097/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_097/pipeline b/backend/app/project_random/trial_097/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_097/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_097/trial.json b/backend/app/project_random/trial_097/trial.json
deleted file mode 100644
index 1b88bbab5dd3864d9e14a853d72cebaf4bd2674c..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_097/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "097", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": false, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 16, "structured_data_block_1/dense_block_1/dropout": 0.25, "structured_data_block_1/dense_block_1/units_1": 16, "regression_head_1/dropout": 0.0, "optimizer": "adam", "learning_rate": 0.001, "structured_data_block_1/dense_block_1/units_2": 128}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.5504321455955505], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.7304753661155701], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.5079082250595093], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.6462703347206116], "step": 99}]}}}, "score": 0.5079082250595093, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_098/checkpoint b/backend/app/project_random/trial_098/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_098/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_098/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_098/checkpoint.data-00000-of-00001
deleted file mode 100644
index e8fa84e63081994ac2f30b0e07dba492fa93683d..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_098/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_098/checkpoint.index b/backend/app/project_random/trial_098/checkpoint.index
deleted file mode 100644
index 0784965742ceead76ac9de2c8726a8ba0c4364de..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_098/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_098/pipeline b/backend/app/project_random/trial_098/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_098/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_098/trial.json b/backend/app/project_random/trial_098/trial.json
deleted file mode 100644
index c5fb478153f3f826d9ea178eb2233e369f6e7a06..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_098/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "098", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 2, "structured_data_block_1/dense_block_1/units_0": 1024, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 512, "regression_head_1/dropout": 0.25, "optimizer": "adam", "learning_rate": 2e-05, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.4440627098083496], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [0.5351362824440002], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.4340355694293976], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [0.5399640202522278], "step": 99}]}}}, "score": 0.4340355694293976, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_099/checkpoint b/backend/app/project_random/trial_099/checkpoint
deleted file mode 100644
index 5be71fcccd7de38d938cc0eba59a43e4021ad153..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_099/checkpoint
+++ /dev/null
@@ -1,2 +0,0 @@
-model_checkpoint_path: "checkpoint"
-all_model_checkpoint_paths: "checkpoint"
diff --git a/backend/app/project_random/trial_099/checkpoint.data-00000-of-00001 b/backend/app/project_random/trial_099/checkpoint.data-00000-of-00001
deleted file mode 100644
index 9dfe47783219184015fbd978c0bfb6947f61ca1a..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_099/checkpoint.data-00000-of-00001 and /dev/null differ
diff --git a/backend/app/project_random/trial_099/checkpoint.index b/backend/app/project_random/trial_099/checkpoint.index
deleted file mode 100644
index 580a48f9c35a4c518c177135693b3c77761f54c9..0000000000000000000000000000000000000000
Binary files a/backend/app/project_random/trial_099/checkpoint.index and /dev/null differ
diff --git a/backend/app/project_random/trial_099/pipeline b/backend/app/project_random/trial_099/pipeline
deleted file mode 100644
index e7008ab4024705e9bd1fac937d3bfda0c9c0cfbb..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_099/pipeline
+++ /dev/null
@@ -1 +0,0 @@
-{"inputs": [[]], "outputs": [[]]}
\ No newline at end of file
diff --git a/backend/app/project_random/trial_099/trial.json b/backend/app/project_random/trial_099/trial.json
deleted file mode 100644
index 8cc1290e2d30c177231e8c2b2adecbb60c4e5af3..0000000000000000000000000000000000000000
--- a/backend/app/project_random/trial_099/trial.json
+++ /dev/null
@@ -1 +0,0 @@
-{"trial_id": "099", "hyperparameters": {"space": [{"class_name": "Boolean", "config": {"name": "structured_data_block_1/normalize", "default": false, "conditions": []}}, {"class_name": "Boolean", "config": {"name": "structured_data_block_1/dense_block_1/use_batchnorm", "default": false, "conditions": []}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/num_layers", "default": 2, "conditions": [], "values": [1, 2, 3], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_0", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/dropout", "default": 0.0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_1", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}, {"class_name": "Choice", "config": {"name": "regression_head_1/dropout", "default": 0, "conditions": [], "values": [0.0, 0.25, 0.5], "ordered": true}}, {"class_name": "Choice", "config": {"name": "optimizer", "default": "adam", "conditions": [], "values": ["adam", "sgd", "adam_weight_decay"], "ordered": false}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.001, "conditions": [], "values": [0.1, 0.01, 0.001, 0.0001, 2e-05, 1e-05], "ordered": true}}, {"class_name": "Choice", "config": {"name": "structured_data_block_1/dense_block_1/units_2", "default": 32, "conditions": [], "values": [16, 32, 64, 128, 256, 512, 1024], "ordered": true}}], "values": {"structured_data_block_1/normalize": true, "structured_data_block_1/dense_block_1/use_batchnorm": false, "structured_data_block_1/dense_block_1/num_layers": 1, "structured_data_block_1/dense_block_1/units_0": 32, "structured_data_block_1/dense_block_1/dropout": 0.0, "structured_data_block_1/dense_block_1/units_1": 64, "regression_head_1/dropout": 0.25, "optimizer": "sgd", "learning_rate": 0.0001, "structured_data_block_1/dense_block_1/units_2": 512}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.8162074685096741], "step": 99}]}, "mean_squared_error": {"direction": "min", "observations": [{"value": [1.0649765729904175], "step": 99}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.7820430397987366], "step": 99}]}, "val_mean_squared_error": {"direction": "min", "observations": [{"value": [1.0092201232910156], "step": 99}]}}}, "score": 0.7820430397987366, "best_step": 99, "status": "COMPLETED", "message": null}
\ No newline at end of file
diff --git a/backend/app/project_random/tuner0.json b/backend/app/project_random/tuner0.json
deleted file mode 100644
index a0f8f7c33a46a9737a398621e51ca2ea7790d29e..0000000000000000000000000000000000000000
--- a/backend/app/project_random/tuner0.json
+++ /dev/null
@@ -1 +0,0 @@
-{"finished": false}
\ No newline at end of file
diff --git a/backend/app/routers/__pycache__/predictR.cpython-39.pyc b/backend/app/routers/__pycache__/predictR.cpython-39.pyc
index 70e15ce32b95233fb933de200f12806c3fb5349a..1e602a2cf01692d1d18ccdd40db04ca99d1d4157 100644
Binary files a/backend/app/routers/__pycache__/predictR.cpython-39.pyc and b/backend/app/routers/__pycache__/predictR.cpython-39.pyc differ
diff --git a/backend/app/routers/__pycache__/trainR.cpython-39.pyc b/backend/app/routers/__pycache__/trainR.cpython-39.pyc
index 1e36f4a330b26ff50a4e7c642cab1f791b785afa..6f439a7bbe08e640c051467acfd55f8d721ca5ea 100644
Binary files a/backend/app/routers/__pycache__/trainR.cpython-39.pyc and b/backend/app/routers/__pycache__/trainR.cpython-39.pyc differ
diff --git a/backend/app/routers/__pycache__/uploadR.cpython-39.pyc b/backend/app/routers/__pycache__/uploadR.cpython-39.pyc
index d9559ac62f59e2d6c6e75cdbc009592d84a7fd6b..f521639b18f84b1d07617adbe668f28b6785d343 100644
Binary files a/backend/app/routers/__pycache__/uploadR.cpython-39.pyc and b/backend/app/routers/__pycache__/uploadR.cpython-39.pyc differ
diff --git a/backend/app/routers/predictR.py b/backend/app/routers/predictR.py
index d26f07513f595a2bac3a9846559954bc8bf78ebd..c64b585a0be6224e667c165819f33708ba1539a4 100644
--- a/backend/app/routers/predictR.py
+++ b/backend/app/routers/predictR.py
@@ -1,25 +1,53 @@
 import os
 import json
+import numpy as np
 from fastapi import APIRouter, HTTPException
 from app.services.predict_service import make_prediction
+from app.config import MODEL_DIRECTORY, PROCESSED_DIRECTORY
 from app.schemas.predict import PredictRequest
-from app.config import MODEL_DIRECTORY
 from fastapi.responses import JSONResponse
 
-
 router = APIRouter()
 
-@router.post("/")
+# Function to convert numpy types to regular Python types
+def convert_to_python_types(obj):
+    if isinstance(obj, np.generic):
+        return obj.item()  # Converts numpy types to Python native types
+    elif isinstance(obj, dict):
+        return {key: convert_to_python_types(value) for key, value in obj.items()}
+    elif isinstance(obj, list):
+        return [convert_to_python_types(item) for item in obj]
+    return obj
+
+@router.post("/predict/")
 def predict_route(data: PredictRequest):
-    return make_prediction(data)
+    try:
+        # Call the make_prediction function to generate the prediction
+        result = make_prediction(data)
+        
+        # Convert numpy types in the result to Python types
+        result = convert_to_python_types(result)
+        
+        # Return the prediction and output parameters as a response
+        return JSONResponse(content={"predictions": result["prediction"]})
 
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Error during prediction: {str(e)}")
+
+@router.get("/predict/processed-files/")
+def get_processed_files():
+    try:
+        # Get all processed files from the PROCESSED_DIRECTORY
+        files = os.listdir(PROCESSED_DIRECTORY)
+        return {"files": files}
+    except Exception as e:
+        return {"error": str(e)}
 
 @router.get("/params/{project_name}")
 async def get_model_params(project_name: str):
     try:
         # Path to the params.json file
-        model_dir = os.path.join(MODEL_DIRECTORY, f"{project_name}_model")
-        params_path = os.path.join(model_dir, "params.json")
+        params_path = os.path.join(PROCESSED_DIRECTORY, project_name, "params.json")
         
         # Check if the params.json exists
         if not os.path.exists(params_path):
@@ -30,34 +58,22 @@ async def get_model_params(project_name: str):
             params = json.load(f)
         
         # Return input params for the frontend to dynamically generate input fields
-        return {"input_params": params["input_params"]}
-    
-    except Exception as e:
-        raise HTTPException(status_code=500, detail=f"Error retrieving model parameters: {str(e)}")
+        return {"input_params": params["input_params"], "output_params": params["output_params"]}
 
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Error fetching model parameters: {str(e)}")
 
 # Endpoint to get the available models from the MODEL_DIRECTORY
 @router.get("/models")
 async def get_models():
     try:
-        # Ensure the model directory exists
-        if not os.path.exists(MODEL_DIRECTORY):
-            raise FileNotFoundError(f"Model directory '{MODEL_DIRECTORY}' does not exist.")
-        
-        # List directories under MODEL_DIRECTORY
+        # List directories under MODEL_DIRECTORY (models)
         models = [
             f for f in os.listdir(MODEL_DIRECTORY)
-            if os.path.isdir(os.path.join(MODEL_DIRECTORY, f))  # Only consider directories
+            if os.path.isdir(os.path.join(MODEL_DIRECTORY, f))  # Only consider directories as models
         ]
         
-        # If no models are found
-        if not models:
-            raise ValueError("No models found in the directory.")
-        
         return JSONResponse(content={"models": models})
     
     except Exception as e:
-        # Log the exception details for better debugging
-        print(f"Error fetching models: {e}")
         raise HTTPException(status_code=500, detail=f"Error fetching models: {str(e)}")
-
diff --git a/backend/app/routers/trainR.py b/backend/app/routers/trainR.py
index e36ced3b5841153913684fcfd0e0a59b12b142d3..dd756aa3fd075322b39270c28b6f3469bf25d0dd 100644
--- a/backend/app/routers/trainR.py
+++ b/backend/app/routers/trainR.py
@@ -1,55 +1,120 @@
+from fastapi import APIRouter, HTTPException
+from fastapi.responses import JSONResponse
+from app.services.automl import AutoMLRegressor
+from app.schemas.train import TrainRequest, TrainResponse
+from app.config import PROCESSED_DIRECTORY, MODEL_DIRECTORY
 import os
 import json
-import asyncio
+import logging
 from typing import List
-import pandas as pd
-from fastapi import APIRouter, HTTPException, Depends
-from app.services.train_service import preprocess_data
-from app.schemas.train import DatasetColumnsRequest, PreprocessRequest, PreprocessResponse, TrainRequest
-from app.schemas.train import TrainRequest
-from app.config import MODEL_DIRECTORY, UPLOAD_DIRECTORY, PROCESSED_DIRECTORY
-from fastapi.responses import JSONResponse
-
+from concurrent.futures import ProcessPoolExecutor, as_completed
 
 router = APIRouter()
 
-@router.get("/datasets", response_model=List[str])
-def list_datasets():
-    """Fetch available datasets from the upload directory."""
+# Set up logging
+logger = logging.getLogger(__name__)
+
+# Function to train the model for a given tuner
+def train_model(tuner_type, request, project_path, train_data_file, scaler_x_file, scaler_y_file):
+    """Function to train the model for a given tuner type."""
+    try:
+        model_path = os.path.join(MODEL_DIRECTORY, request.project_name)
+        os.makedirs(model_path, exist_ok=True)
+        
+        regressor = AutoMLRegressor(
+            train_data_path=train_data_file,
+            scaler_x_path=scaler_x_file,
+            scaler_y_path=scaler_y_file,
+            tuner_types=[tuner_type],
+            project_name=request.project_name
+        )
+        
+        regressor.load_train_data()
+        regressor.train_model(tuner_type)
+    except Exception as e:
+        logger.error(f"Training failed for {tuner_type} on {request.project_name}: {e}")
+        raise e
+
+@router.get("/projects/", response_model=List[str])
+def get_projects():
+    """List available projects in PROCESSED_DIRECTORY."""
     try:
-        files = [f for f in os.listdir(UPLOAD_DIRECTORY) if f.endswith(('.json', '.csv'))]
-        return files
+        projects = [d for d in os.listdir(PROCESSED_DIRECTORY) if os.path.isdir(os.path.join(PROCESSED_DIRECTORY, d))]
+        return projects
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e))
 
-@router.post("/dataset-columns")
-def get_dataset_columns(request: DatasetColumnsRequest):
-    """Fetch column names from a selected dataset."""
-    file_path = os.path.join(UPLOAD_DIRECTORY, request.filename)
-    if not os.path.exists(file_path):
-        raise HTTPException(status_code=404, detail="File not found")
+@router.get("/train/processed-files/")  # Get list of processed files
+def get_processed_files():
+    try:
+        files = os.listdir(PROCESSED_DIRECTORY)
+        return {"files": files}
+    except Exception as e:
+        return {"error": str(e)}
+
+@router.get("/train/get-params/{project_name}")  # Get parameters for a specific project
+def get_params(project_name: str):
+    """Fetch input and output parameters for a specific project."""
+    project_path = os.path.join(PROCESSED_DIRECTORY, project_name)
+    params_file = os.path.join(project_path, "params.json")
+    
+    if not os.path.exists(params_file):
+        raise HTTPException(status_code=404, detail=f"params.json not found for {project_name}")
     
     try:
-        if request.filename.endswith('.json'):
-            with open(file_path, 'r') as file:
-                data = json.load(file)
-            columns = list(data.keys())
-        else:
-            df = pd.read_csv(file_path)
-            columns = df.columns.tolist()
-        return {"columns": columns}
+        with open(params_file, "r") as f:
+            params = json.load(f)
+        input_params = params.get("input_params", [])
+        output_params = params.get("output_params", [])
+        return {"input_params": input_params, "output_params": output_params}
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e))
 
-@router.post("/preprocess", response_model=PreprocessResponse)
-def preprocess(request: PreprocessRequest):
-    """Run preprocessing on the selected dataset."""
-    file_path = os.path.join(UPLOAD_DIRECTORY, request.filename)
-    if not os.path.exists(file_path):
-        raise HTTPException(status_code=404, detail="File not found")
+@router.post("/train/")  # Start training for the selected project
+def start_training(request: TrainRequest):
+    """Start training for the selected project."""
+    project_path = os.path.join(PROCESSED_DIRECTORY, request.project_name)
+    model_path = os.path.join(MODEL_DIRECTORY, request.project_name)
+    params_file = os.path.join(project_path, "params.json")
+    train_data_file = os.path.join(project_path, "train_data.npz")
+    scaler_x_file = os.path.join(project_path, "scaler_X.pkl")
+    scaler_y_file = os.path.join(project_path, "scaler_y.pkl")
+    
+    if not os.path.exists(params_file):
+        raise HTTPException(status_code=400, detail=f"params.json not found for {request.project_name}")
+    if not os.path.exists(train_data_file):
+        raise HTTPException(status_code=400, detail=f"train_data.npz not found for {request.project_name}")
+    
+    os.makedirs(model_path, exist_ok=True)
     
+    # Load input/output parameters
     try:
-        processed_data = preprocess_data(file_path, request.input_params, request.output_params, request.scaler_type)
-        return processed_data
+        with open(params_file, "r") as f:
+            params = json.load(f)
     except Exception as e:
-        raise HTTPException(status_code=500, detail=str(e))
+        logger.error(f"Failed to load params.json for {request.project_name}: {e}")
+        raise HTTPException(status_code=500, detail=f"Error loading parameters: {e}")
+    
+    # Run training in parallel for all tuners if the tuner is 'all'
+    if request.tuner == "all":
+        tuner_types = ['random', 'hyperband', 'greedy', 'bayesian']
+    else:
+        tuner_types = [request.tuner]
+    
+    try:
+        with ProcessPoolExecutor() as executor:
+            futures = {
+                executor.submit(train_model, tuner, request, project_path, train_data_file, scaler_x_file, scaler_y_file): tuner
+                for tuner in tuner_types
+            }
+            for future in as_completed(futures):
+                try:
+                    future.result()  # Wait for completion
+                except Exception as exc:
+                    logger.error(f"Error during training: {exc}")
+                    raise HTTPException(status_code=500, detail=f"Error in {futures[future]}: {exc}")
+    except Exception as e:
+        logger.error(f"Training process failed for {request.project_name}: {e}")
+        raise HTTPException(status_code=500, detail=f"Training failed: {e}")
+    
+    return {"message": f"Training started for {request.project_name} with tuner(s): {', '.join(tuner_types)}"}
diff --git a/backend/app/routers/uploadR.py b/backend/app/routers/uploadR.py
index 12ddf4981b83e385d1fc9576c3586fb674f4b039..e7a7271a43ff1392a85ed9cf230eb89d7211e17b 100644
--- a/backend/app/routers/uploadR.py
+++ b/backend/app/routers/uploadR.py
@@ -1,12 +1,112 @@
-from fastapi import APIRouter, UploadFile, File, Form, HTTPException
+from fastapi import APIRouter, UploadFile, File, HTTPException
+from typing import List
+import os
+import json
+import pandas as pd
+from app.schemas.upload import PreprocessRequest
 from app.services.upload_service import handle_upload
-from app.schemas.upload import UploadRequest
+from app.services.data_preprocessor import DataPreprocessor  # Import the new service
+from app.config import UPLOAD_DIRECTORY, PROCESSED_DIRECTORY
 
-# Handles routes for uploading JSON files and defining input/out features
-
-# Define the router
 router = APIRouter()
 
-@router.post("/")
+# Upload a new file
+@router.post("/upload/")
 async def upload_file(file: UploadFile = File(...)):
-    return await handle_upload(file)
\ No newline at end of file
+    try:
+        # Save file to the UPLOAD_DIRECTORY
+        file_path = os.path.join(UPLOAD_DIRECTORY, file.filename)
+        with open(file_path, "wb") as f:
+            contents = await file.read()
+            f.write(contents)
+        return {"message": "File uploaded successfully"}
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Error uploading file: {str(e)}")
+
+# List available datasets in UPLOAD_DIRECTORY
+@router.get("/files/", response_model=List[str])
+def list_datasets():
+    try:
+        return [f for f in os.listdir(UPLOAD_DIRECTORY) if f.endswith(('.json', '.csv'))]
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e))
+
+# Fetch column names from the selected file
+@router.get("/get_columns/")
+def get_columns(file_name: str):
+    file_path = os.path.join(UPLOAD_DIRECTORY, file_name)
+    
+    if not os.path.exists(file_path):
+        raise HTTPException(status_code=404, detail="File not found.")
+    
+    df = pd.read_csv(file_path) if file_name.endswith(".csv") else pd.read_json(file_path)
+    return {"columns": df.columns.tolist()}
+
+# Save selected input/output parameters
+@router.post("/save_params/")
+async def save_params(request: PreprocessRequest):  # Accept the body as PreprocessRequest schema
+    try:
+        # Define the directory where parameters will be saved
+        project_dir = os.path.join(PROCESSED_DIRECTORY, request.project_name)
+        
+        # Create the directory if it doesn't exist
+        os.makedirs(project_dir, exist_ok=True)
+
+        # Prepare the parameters to be saved
+        params = {
+            "input_params": request.input_params,
+            "output_params": request.output_params,
+            "file_name": request.file_name
+        }
+
+        # Save the parameters to a JSON file
+        params_file_path = os.path.join(project_dir, "params.json")
+        with open(params_file_path, "w") as f:
+            json.dump(params, f)
+        
+        # Return a success message
+        return {"message": "Parameters saved successfully.", "file_path": params_file_path}
+    
+    except Exception as e:
+        # If an error occurs, return an error message
+        raise HTTPException(status_code=500, detail=f"Error saving parameters: {str(e)}")
+
+
+# New: Call the DataPreprocessor class for preprocessing
+@router.post("/preprocess/")
+async def preprocess_data(request: PreprocessRequest):
+    try:
+        # Ensure required fields are provided
+        if not request.project_name or not request.input_params or not request.output_params:
+            raise HTTPException(status_code=400, detail="Missing required parameters.")
+
+        # Log the received request data for debugging
+        print(f"Preprocessing request received with data: {request}")
+
+        # Instantiate the DataPreprocessor with project name, scaler type, and parameters
+        preprocessor = DataPreprocessor(
+            project_name=request.project_name,
+            scaler_type=request.scaler_type,  # Assuming scaler_type is part of PreprocessRequest schema
+            input_params=request.input_params,
+            output_params=request.output_params,
+            file_name=request.file_name
+        )
+
+        # Call preprocess method from DataPreprocessor
+        result = preprocessor.preprocess()
+
+        # Log the result of preprocessing for debugging
+        print(f"Preprocessing result: {result}")
+
+        return {"message": "Preprocessing successful", "data": result}
+    
+    except HTTPException as http_error:
+        # Catch HTTP exceptions and raise them with the appropriate status code
+        raise http_error
+    except Exception as e:
+        # Log the exception to the console for debugging purposes
+        print(f"Error in preprocessing: {str(e)}")
+
+        # Raise a 500 HTTPException with the error details
+        raise HTTPException(status_code=500, detail=f"Error in preprocessing: {str(e)}")
+
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diff --git a/backend/app/schemas/__pycache__/upload.cpython-39.pyc b/backend/app/schemas/__pycache__/upload.cpython-39.pyc
index 632e58078611219a28aa8799c08a71d959a20607..b558a8f379dfc6b04c8529f9c1caf21880b5bbf5 100644
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diff --git a/backend/app/schemas/predict.py b/backend/app/schemas/predict.py
index e62c36acb810483c73dd599fd5fe773a21bf2f54..6de258bb88d9802b0564bb88ed2aa58b2249c32f 100644
--- a/backend/app/schemas/predict.py
+++ b/backend/app/schemas/predict.py
@@ -2,12 +2,9 @@ from pydantic import BaseModel
 from typing import Dict, List
 
 class PredictRequest(BaseModel):
-    """
-    Schema for the prediction request.
-    """
-    project_name: str       # Name of the project to load the model from
-    input_data: Dict[str, float]  # Input data for making predictions (key-value pairs)
-
+    model_name: str  # Add the model_name attribute
+    project_name: str
+    input_data: Dict[str, float]
 class PredictResponse(BaseModel):
     """
     Schema for the prediction response.
diff --git a/backend/app/schemas/train.py b/backend/app/schemas/train.py
index 8576e576218dd77dd5ecb11d162b7f0bb46cc084..06981e73e8dedf707eefc78011876391c08e979b 100644
--- a/backend/app/schemas/train.py
+++ b/backend/app/schemas/train.py
@@ -1,32 +1,9 @@
 from pydantic import BaseModel
-from typing import List
+from typing import List, Optional
 
-class PreprocessRequest(BaseModel):
-    file_name: str  # Name of the selected dataset
-    input_params: List[str]  # List of selected input columns
-    output_params: List[str]  # List of selected output columns
-    scaler_type: str  # Type of scaler ('StandardScaler' or 'MinMaxScaler')
 
-class PreprocessResponse(BaseModel):
-    message: str  # Success message
-    processed_data_preview: dict  # Sample of preprocessed data (for verification)
-
-class DatasetColumnsRequest(BaseModel):
-    dataset_name: str
 class TrainRequest(BaseModel):
-    """
-    Schema for the model training request.
-    """
-    project_name: str # Name of the project to train the model for
-    dataset_name: str # Name of the dataset JSON/CSV
-    input_params: List[str] # List of input feature names
-    output_params: List[str] # List of output feature names
-    split_type: str         # How to split the data (e.g., "train_test", "train_only")
-    tuner_type: str         # Type of hyperparameter optimization (e.g., "random", "hyperband")
-
+    project_name: str
+    tuner: Optional[str] = "random"  # Default value is 'random', can be 'random', 'hyperband', 'greedy', 'bayesian', or 'all'
 class TrainResponse(BaseModel):
-    """
-    Schema for the model training response.
-    """
-    message: str            # Success or error message
-    project_name: str       # Name of the project where the model is saved
\ No newline at end of file
+    project_name: str
\ No newline at end of file
diff --git a/backend/app/schemas/upload.py b/backend/app/schemas/upload.py
index 40d31cca4201fb90a6fddaf1b33719daf0f270bf..a6ca000bef285e5d058dcb1a6a6a287b65a035bf 100644
--- a/backend/app/schemas/upload.py
+++ b/backend/app/schemas/upload.py
@@ -1,5 +1,5 @@
 from pydantic import BaseModel
-from typing import Optional
+from typing import Optional, List, Literal
 
 class UploadRequest(BaseModel):
     """
@@ -12,4 +12,15 @@ class UploadResponse(BaseModel):
     Schema for the JSON upload response.
     """
     message: str        # Success or error message
-    project_name: str   # Name of the project where the files are saved
\ No newline at end of file
+    project_name: str   # Name of the project where the files are saved
+    
+class PreprocessRequest(BaseModel):
+    project_name: str  # Name of the project
+    input_params: List[str]  # List of selected input columns
+    output_params: List[str]  # List of selected output columns
+    file_name: str  # Name of the selected dataset
+    scaler_type: Literal['StandardScaler', 'MinMaxScaler']  # Ensures only these two values are allowed
+
+class PreprocessResponse(BaseModel):
+    message: str  # Success message
+    processed_data_preview: dict  # Sample of preprocessed data 
\ No newline at end of file
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diff --git a/backend/app/services/automl.py b/backend/app/services/automl.py
new file mode 100644
index 0000000000000000000000000000000000000000..9da61b271e2932182955481748a459609018b786
--- /dev/null
+++ b/backend/app/services/automl.py
@@ -0,0 +1,162 @@
+import os
+import time
+import json
+import autokeras as ak
+from keras.models import load_model
+import numpy as np
+import pickle
+from sklearn.metrics import mean_absolute_error, r2_score
+from concurrent.futures import ProcessPoolExecutor, as_completed
+from app.config import PROCESSED_DIRECTORY, MODEL_DIRECTORY
+
+class AutoMLRegressor:
+    def __init__(self, train_data_path=None, test_data_path=None, scaler_x_path=None, scaler_y_path=None,
+                 tuner_types=None, project_name=None):
+        """
+        Initialize the AutoMLRegressor with paths to training/testing data and scalers, and tuner types.
+
+        Args:
+            train_data_path (str): Path to the training data file.
+            test_data_path (str): Path to the test data file.
+            scaler_x_path (str): Path to the X scaler (for features).
+            scaler_y_path (str): Path to the y scaler (for target).
+            tuner_types (list): List of tuner types to be used in AutoML (e.g., 'random', 'hyperband', etc.).
+            project_name (str): The name of the project to create directories for saving models and results.
+        """
+        self.train_data_path = train_data_path
+        self.test_data_path = test_data_path
+        self.scaler_x_path = scaler_x_path
+        self.scaler_y_path = scaler_y_path
+        self.tuner_types = tuner_types if tuner_types else ['random', 'hyperband', 'greedy', 'bayesian']
+        self.project_name = project_name
+        self.models = {}
+
+        # Define project directories under PROCESSED_DIRECTORY
+        self.project_dir = os.path.join(PROCESSED_DIRECTORY, project_name)
+        self.model_dir = os.path.join(MODEL_DIRECTORY, project_name)
+
+        # Ensure the directories exist
+        os.makedirs(self.project_dir, exist_ok=True)
+        os.makedirs(self.model_dir, exist_ok=True)
+
+    def load_train_data(self):
+        """
+        Load the training data and the feature/target scalers.
+
+        This method loads the training data from the provided path and deserializes
+        the scalers for features (X) and target (y).
+        """
+        if self.train_data_path:
+            train_data = np.load(self.train_data_path)
+            self.X_train, self.y_train = train_data['X_train'], train_data['y_train']
+            with open(self.scaler_x_path, 'rb') as f:
+                self.scaler_X = pickle.load(f)
+            with open(self.scaler_y_path, 'rb') as f:
+                self.scaler_y = pickle.load(f)
+
+    def load_test_data(self, test_data_path):
+        """
+        Load the test data from the provided path.
+
+        Args:
+            test_data_path (str): Path to the test data file.
+        """
+        test_data = np.load(test_data_path)
+        self.X_test, self.y_test = test_data['X_test'], test_data['y_test']
+
+    def train_model(self, tuner_type):
+        """
+        Train an AutoML model using a specific tuner type.
+
+        Args:
+            tuner_type (str): The type of tuner to use (e.g., 'random', 'hyperband', etc.).
+        """
+        print(f"Training with tuner: {tuner_type}")
+
+        # Initialize the AutoKeras StructuredDataRegressor with the specified tuner
+        regressor = ak.StructuredDataRegressor(
+            project_name=f'{self.project_name}_{tuner_type}',  # Create a project folder based on tuner type
+            tuner=tuner_type,
+            max_trials=100,  # Maximum number of trials for AutoML
+            overwrite=True,
+            loss='mean_absolute_error'  # Loss function to minimize
+        )
+
+        start_time = time.time()
+
+        # Fit the regressor model with training data
+        regressor.fit(self.X_train, self.y_train, epochs=100, validation_split=0.1)  # Train with 100 epochs
+        end_time = time.time()
+
+        # Save the trained model under the model directory
+        model_save_path = os.path.join(self.model_dir, f'{tuner_type}_best_model')
+        regressor.export_model().save(model_save_path)
+
+        # Store the trained model and log the training time
+        self.models[tuner_type] = regressor
+        training_time = end_time - start_time
+
+        # Save the training time to a JSON file
+        training_time_path = os.path.join(self.model_dir, f'{tuner_type}_training_time.json')
+        with open(training_time_path, 'w') as f:
+            json.dump({'training_time': training_time}, f)
+
+    def evaluate_model(self, tuner_type, X_test, y_test):
+        """
+        Evaluate a trained AutoML model using test data.
+
+        Args:
+            tuner_type (str): The type of tuner used to train the model.
+            X_test (numpy array): Test features.
+            y_test (numpy array): Test target values.
+
+        Returns:
+            tuple: Mean Absolute Error (MAE) and Mean Absolute Percentage Error (MAPE) for the model.
+        """
+        print(f"Loading best model for tuner: {tuner_type}")
+
+        # Load the best model from the project folder
+        best_model = load_model(os.path.join(self.model_dir, f'{tuner_type}_best_model'))
+        predictions = best_model.predict(X_test)
+
+        # Inverse transform the predictions and actual values to the original scale
+        predictions_inverse = self.scaler_y.inverse_transform(predictions)
+        y_test_inverse = self.scaler_y.inverse_transform(y_test)
+
+        # Calculate evaluation metrics
+        mae = mean_absolute_error(y_test_inverse, predictions_inverse)
+        r2 = r2_score(y_test_inverse, predictions_inverse)
+
+        # Calculate Mean Absolute Percentage Error (MAPE), avoiding division by zero
+        non_zero_indices = y_test_inverse != 0
+        if np.any(non_zero_indices):
+            mape = np.mean(np.abs(
+                (y_test_inverse[non_zero_indices] - predictions_inverse[non_zero_indices]) / y_test_inverse[
+                    non_zero_indices])) * 100
+        else:
+            mape = float('nan')
+
+        print(f"Overall MAE for tuner {tuner_type}: {mae}")
+        print(f"Overall R² for tuner {tuner_type}: {r2}")
+        print(f"Overall MAPE for tuner {tuner_type}: {mape}%")
+        return mae, mape
+
+    def run_train_only(self):
+        """
+        Run the training process for each tuner type in parallel.
+
+        This method uses concurrent futures to parallelize the training of different models.
+        """
+        with ProcessPoolExecutor() as executor:
+            # Submit training tasks for each tuner type to the executor
+            futures = {executor.submit(self.train_model, tuner_type): tuner_type for tuner_type in self.tuner_types}
+
+            for future in as_completed(futures):
+                tuner_type = futures[future]
+                try:
+                    future.result()
+                    print(f"{tuner_type} training completed successfully.")
+                except Exception as exc:
+                    print(f"{tuner_type} generated an exception: {exc}")
+
+        print("All training tasks completed.")
diff --git a/backend/app/services/data_preprocessor.py b/backend/app/services/data_preprocessor.py
new file mode 100644
index 0000000000000000000000000000000000000000..73002c18ee747703f637390e2ee55590c73b456c
--- /dev/null
+++ b/backend/app/services/data_preprocessor.py
@@ -0,0 +1,159 @@
+import ast
+import os
+import json
+import logging
+import pandas as pd
+import numpy as np
+import pickle
+from sklearn.preprocessing import StandardScaler, MinMaxScaler
+from sklearn.model_selection import train_test_split
+from app.config import PROCESSED_DIRECTORY, UPLOAD_DIRECTORY
+
+class DataPreprocessor:
+    def __init__(self, project_name: str, scaler_type: str, input_params: list, output_params: list, file_name: str):
+        # Set the project directory and file paths
+        self.project_dir = os.path.join(PROCESSED_DIRECTORY, project_name)
+        self.param_file = os.path.join(self.project_dir, "params.json")
+        
+        # Ensure the file exists
+        if not os.path.exists(self.param_file):
+            raise FileNotFoundError("Parameters file not found.")
+        
+        # Save the input/output parameters and scaler type
+        self.input_params = input_params
+        self.output_params = output_params
+        self.scaler_type = scaler_type
+        
+        # Define the file path for the dataset
+        self.file_path = os.path.join(UPLOAD_DIRECTORY, file_name)
+
+        # Ensure the dataset file exists
+        if not os.path.exists(self.file_path):
+            raise FileNotFoundError("Dataset file not found.")
+
+        # Load the dataset (CSV or JSON)
+        self.data = pd.read_csv(self.file_path) if self.file_path.endswith(".csv") else pd.read_json(self.file_path)
+        
+
+
+    def extract_data(self):
+        """
+        Extract input and output data based on the specified parameters from the loaded JSON data.
+        """
+        input_data = {param: [] for param in self.input_params}
+        output_data = {param: [] for param in self.output_params}
+        ids = self.data[self.input_params[0]].keys()
+
+        for id_key in ids:
+            valid = True
+            temp_input_data = {}
+            temp_output_data = {}
+
+            for param in self.input_params:
+                value = self.data[param].get(id_key)
+                if value is not None:
+                    temp_input_data[param] = value
+                else:
+                    valid = False
+                    logging.warning("Missing input parameter '%s' for ID: %s", param, id_key)
+                    break
+
+            if valid:
+                for param in self.output_params:
+                    if param == 'Throughput':
+                        throughput_value = self.data[param].get(id_key)
+                        if throughput_value is not None:
+                            try:
+                                temp_output_data[param] = ast.literal_eval(throughput_value)['Sink']
+                            except (ValueError, SyntaxError):
+                                valid = False
+                                logging.error("Invalid format for 'Throughput' at ID: %s", id_key)
+                                break
+                        else:
+                            valid = False
+                            logging.warning("Missing 'Throughput' parameter for ID: %s", id_key)
+                            break
+                    else:
+                        value = self.data[param].get(id_key)
+                        if value is not None:
+                            temp_output_data[param] = value
+                        else:
+                            valid = False
+                            logging.warning("Missing output parameter '%s' for ID: %s", param, id_key)
+                            break
+
+            if valid:
+                for param in self.input_params:
+                    input_data[param].append(temp_input_data[param])
+                for param in self.output_params:
+                    output_data[param].append(temp_output_data[param])
+
+        logging.info("Extracted data with %d valid records.", len(input_data[self.input_params[0]]))
+        return pd.DataFrame(input_data), pd.DataFrame(output_data)
+
+    def clean_data(self, input_df, output_df):
+        """
+        Combine input and output data and clean it by removing any rows with missing values.
+        """
+        combined_data = pd.concat([input_df, output_df], axis=1)
+        cleaned_data = combined_data.dropna()
+        logging.info("Cleaned data shape: %s", cleaned_data.shape)
+        return cleaned_data
+
+    def scale_data(self, combined_data):
+        """
+        Scale the input and output data using the selected scaler (StandardScaler or MinMaxScaler).
+        """
+        if self.scaler_type == 'StandardScaler':
+            scaler_X = StandardScaler()
+            scaler_y = StandardScaler()
+        elif self.scaler_type == 'MinMaxScaler':
+            scaler_X = MinMaxScaler()
+            scaler_y = MinMaxScaler()
+        else:
+            raise ValueError("Unsupported scaler type")
+
+        logging.info("Scaling data using %s", self.scaler_type)
+
+        X_scaled = scaler_X.fit_transform(combined_data[self.input_params])
+        y_scaled = scaler_y.fit_transform(combined_data[self.output_params])
+
+        return X_scaled, y_scaled, scaler_X, scaler_y
+
+    def split_data(self, X_scaled, y_scaled):
+        """
+        Split the scaled data into 90% training and 10% testing data.
+        """
+        X_train, X_test, y_train, y_test = train_test_split(X_scaled, y_scaled, test_size=0.1, random_state=42)
+        return X_train, X_test, y_train, y_test
+
+    def save_data(self, X_train, X_test, y_train, y_test):
+        """
+        Save the training and testing data to .npz files.
+        """
+        np.savez(os.path.join(self.project_dir, "train_data.npz"), X_train=X_train, y_train=y_train)
+        np.savez(os.path.join(self.project_dir, "test_data.npz"), X_test=X_test, y_test=y_test)
+        logging.info("Training and testing data saved.")
+
+    def save_scalers(self, scaler_X, scaler_y):
+        """
+        Save the scalers to pickle files for future use.
+        """
+        with open(os.path.join(self.project_dir, 'scaler_X.pkl'), 'wb') as f:
+            pickle.dump(scaler_X, f)
+        with open(os.path.join(self.project_dir, 'scaler_y.pkl'), 'wb') as f:
+            pickle.dump(scaler_y, f)
+        logging.info("Scalers saved.")
+
+    def preprocess(self):
+        input_df, output_df = self.extract_data()
+        cleaned_data = self.clean_data(input_df, output_df)
+
+        X_scaled, y_scaled, scaler_X, scaler_y = self.scale_data(cleaned_data)
+        X_train, X_test, y_train, y_test = self.split_data(X_scaled, y_scaled)
+
+        self.save_data(X_train, X_test, y_train, y_test)
+        self.save_scalers(scaler_X, scaler_y)
+
+        return {"message": "Preprocessing complete", "processed_data_preview": cleaned_data.head().to_dict()}
+
diff --git a/backend/app/services/predict_service.py b/backend/app/services/predict_service.py
index cde70fea03cf344dbb56e9ad027f709dc90a3eb3..76a5f54f81555bfa11f9f5eb39db68175e6098b9 100644
--- a/backend/app/services/predict_service.py
+++ b/backend/app/services/predict_service.py
@@ -17,56 +17,70 @@ logging.basicConfig(level=logging.DEBUG)
 
 def make_prediction(data: PredictRequest):
     try:
-        project_name = data.project_name
+        # Extract model name and input data from the request
+        model_name = data.model_name  # Use model_name here
         input_data = data.input_data
-
+        project_name = data.project_name  # Keep project name for params.json
+        
         # Log received data for debugging
-        logging.debug(f"Received request for project: {project_name}, input data: {input_data}")
+        logging.debug(f"Received request for model: {model_name}, project: {project_name}, input data: {input_data}")
 
-        model_dir = os.path.join(MODEL_DIRECTORY, f"{project_name}")
-        scaler_dir = os.path.join(PROCESSED_DIRECTORY, f"{project_name}")
-        model_path = os.path.join(model_dir, "model.h5")
+        # Paths to the model, scaler, and parameters
+        model_dir = os.path.join(MODEL_DIRECTORY, model_name)
+        scaler_dir = os.path.join(PROCESSED_DIRECTORY, project_name)
+        model_path = os.path.join(model_dir, "best_model")
 
-        # Log model path
+        # Log the model path for debugging
         logging.debug(f"Model path: {model_path}")
 
+        # Check if model exists
         if not os.path.exists(model_path):
             logging.error(f"Model file does not exist at {model_path}")
             raise HTTPException(status_code=400, detail="Model file does not exist.")
         
-        model = load_model(model_path)
+        # Load the trained model
+        model = keras.models.load_model(model_path)
+
+        # Load the scalers for input and output
         scaler_X = joblib.load(os.path.join(scaler_dir, "scaler_X.pkl"))
         scaler_y = joblib.load(os.path.join(scaler_dir, "scaler_y.pkl"))
 
-        # Load input/output parameters
-        params_path = os.path.join(PROCESSED_DIRECTORY, f"{project_name}", "params.json")
-
-        # Log params path
+        # Load input/output parameters from the params.json file
+        params_path = os.path.join(PROCESSED_DIRECTORY, project_name, "params.json")
+        
+        # Log the params path for debugging
         logging.debug(f"Params path: {params_path}")
 
+        # Check if params file exists
         if not os.path.exists(params_path):
             logging.error(f"Parameters file does not exist at {params_path}")
             raise HTTPException(status_code=400, detail="Parameters file does not exist.")
         
+        # Load the parameters from the JSON file
         with open(params_path, "r") as f:
             params = json.load(f)
         
+        # Extract input and output parameters
         input_params = params.get("input_params", [])
         output_params = params.get("output_params", [])
 
         # Ensure input data matches the expected structure
         input_values = [input_data[param] for param in input_params]
+
+        # Scale the input data using the scaler
         input_scaled = scaler_X.transform(np.array([input_values]))
 
-        # Make prediction
+        # Make the prediction using the model
         prediction_scaled = model.predict(input_scaled)
+
+        # Inverse scale the prediction
         prediction = scaler_y.inverse_transform(prediction_scaled)
 
+        # Return the prediction as a dictionary with output parameters
         return {
-            "prediction": prediction.tolist(),
-            "input_params": input_params,
-            "output_params": output_params
+            "prediction": {output_params[i]: prediction[0][i] for i in range(len(output_params))}
         }
+
     except Exception as e:
         logging.error(f"Error during prediction: {str(e)}")
-        raise HTTPException(status_code=500, detail=f"Error during prediction: {str(e)}")
+        raise HTTPException(status_code=500, detail=f"Error during prediction: {str(e)}")
\ No newline at end of file
diff --git a/backend/app/services/train_service.py b/backend/app/services/train_service.py
index 1d99ba5a4b96c69df1da92f376cb291b4e44245b..7327aa792f62a9c803323ddd3e5b7f22e156d64b 100644
--- a/backend/app/services/train_service.py
+++ b/backend/app/services/train_service.py
@@ -1,200 +1,12 @@
-from fastapi import FastAPI, HTTPException, UploadFile, File
+from fastapi import HTTPException
 import os
 import json
-import pandas as pd
-from typing import List
-from pydantic import BaseModel
-import logging
+import asyncio
 from app.schemas.train import TrainRequest
-import pickle
-from app.config import UPLOAD_DIRECTORY, MODEL_DIRECTORY, PROCESSED_DIRECTORY
-from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import MinMaxScaler, StandardScaler
-import autokeras as ak
-
-def preprocess_data(file_name: str, input_params: list, output_params: list, scaler_type: str):
-    file_path = os.path.join(UPLOAD_DIRECTORY, file_name)
-    if not os.path.exists(file_path):
-        raise FileNotFoundError(f"File {file_name} not found.")
-    
-    # Load data based on file type
-    if file_name.endswith(".json"):
-        with open(file_path, 'r') as f:
-            data = json.load(f)
-        df = pd.DataFrame.from_dict(data)
-    elif file_name.endswith(".csv"):
-        df = pd.read_csv(file_path)
-    else:
-        raise ValueError("Unsupported file format. Only JSON and CSV are allowed.")
-    
-    # Validate columns
-    missing_columns = set(input_params + output_params) - set(df.columns)
-    if missing_columns:
-        raise ValueError(f"Missing columns in dataset: {missing_columns}")
-    
-    # Extract input and output data
-    input_data = df[input_params].copy()
-    output_data = df[output_params].copy()
-    
-    # Handle missing values
-    df_cleaned = pd.concat([input_data, output_data], axis=1).dropna()
-    
-    # Apply scaling
-    if scaler_type == 'StandardScaler':
-        scaler_X = StandardScaler()
-        scaler_y = StandardScaler()
-    elif scaler_type == 'MinMaxScaler':
-        scaler_X = MinMaxScaler()
-        scaler_y = MinMaxScaler()
-    else:
-        raise ValueError("Invalid scaler type. Use 'StandardScaler' or 'MinMaxScaler'.")
-    
-    scaled_X = scaler_X.fit_transform(df_cleaned[input_params])
-    scaled_y = scaler_y.fit_transform(df_cleaned[output_params])
-    
-    # Convert to DataFrame for easier handling
-    processed_df = pd.DataFrame(scaled_X, columns=input_params)
-    processed_df[output_params] = scaled_y
-    
-    # Return a sample of processed data
-    return processed_df.head(5).to_dict()
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-# import os
-# import json
-# import pandas as pd
-# import joblib
-# from app.schemas.train import TrainRequest
-# import pickle
-# from fastapi import HTTPException
-# from app.config import UPLOAD_DIRECTORY, MODEL_DIRECTORY
-# from sklearn.model_selection import train_test_split
-# from sklearn.preprocessing import MinMaxScaler
-# import autokeras as ak
-
-# async def get_dataset_columns(dataset_name: str):
-#     """
-#     Fetch columns from a dataset file (JSON or CSV).
-#     """
-#     dataset_path = os.path.join(UPLOAD_DIRECTORY, dataset_name)  # Treat as file
-
-#     if not os.path.exists(dataset_path):
-#         raise HTTPException(status_code=404, detail=f"Dataset file '{dataset_name}' not found.")
-
-#     try:
-#         if dataset_name.endswith(".json"):
-#             with open(dataset_path, "r") as f:
-#                 data = json.load(f)
-#             return {"columns": list(data[0].keys())}  # Extract keys from first JSON object
-#         elif dataset_name.endswith(".csv"):
-#             df = pd.read_csv(dataset_path)
-#             return {"columns": df.columns.tolist()}  # Extract column names
-#         else:
-#             raise HTTPException(status_code=400, detail="Unsupported file format.")
-#     except Exception as e:
-#         raise HTTPException(status_code=500, detail=f"Error reading dataset columns: {str(e)}")
-
-
-# async def train_model_with_tuner(data, tuner_type):
-#     """
-#     Train a model with the specified tuner type using input and output params.
-#     """
-#     try:
-#         # Load dataset (JSON or CSV)
-#         # project_dir = os.path.join(UPLOAD_DIRECTORY, data.project_name)
-#         data_path = os.path.join(UPLOAD_DIRECTORY, data.dataset_name) #using dataset_name directly
-
-#         if not os.path.exists(data_path):
-#             raise HTTPException(status_code=400, detail="Data file does not exist.")
-        
-#         with open(data_path, "r") as f:
-#             data = json.load(f)
-
-#         # Ensure input/output parameters exist in the dataset
-#         missing_input_params = [param for param in data.input_params if param not in data]
-#         missing_output_params = [param for param in data.output_params if param not in data]
-
-#         if missing_input_params or missing_output_params:
-#             raise HTTPException(status_code=400, detail=f"Missing parameters: {', '.join(missing_input_params + missing_output_params)}")
-
-#         # Prepare data for training
-#         input_data = pd.DataFrame({param: data[param] for param in data.input_params})
-#         output_data = pd.DataFrame({param: data[param] for param in data.output_params})
-
-#         # Split data
-#         X_train, X_test, y_train, y_test = train_test_split(input_data, output_data, test_size=0.2, random_state=42)
-
-#         # Scale data
-#         scaler_X = MinMaxScaler()
-#         scaler_y = MinMaxScaler()
-#         X_train_scaled = scaler_X.fit_transform(X_train)
-#         y_train_scaled = scaler_y.fit_transform(y_train)
-
-#         # Train model
-#         regressor = ak.StructuredDataRegressor(
-#             project_name=data.project_name,
-#             tuner=tuner_type,
-#             max_trials=100,
-#             overwrite=True,
-#             loss='mean_absolute_error'
-#         )
-#         regressor.fit(X_train_scaled, y_train_scaled, epochs=100, validation_split=0.1)
+from app.services.automl import AutoMLRegressor
+from app.config import PROCESSED_DIRECTORY
+import logging
 
-#         # Save model and scaler
-#         model_dir = os.path.join(MODEL_DIRECTORY, f"{data.project_name}_{tuner_type}")
-#         os.makedirs(model_dir, exist_ok=True)
-#         regressor.export_model().save(os.path.join(model_dir, "model.h5"))
-#         joblib.dump(scaler_X, os.path.join(model_dir, "scaler_X.pkl"))
-#         joblib.dump(scaler_y, os.path.join(model_dir, "scaler_y.pkl"))
 
-#         # Save input and output params
-#         params = {"input_params": data.input_params, "output_params": data.output_params}
-#         with open(os.path.join(model_dir, "params.json"), "w") as f:
-#             json.dump(params, f)
 
-#         return {"tuner": tuner_type, "status": "success", "model_path": model_dir}
 
-#     except Exception as e:
-#         return {"tuner": tuner_type, "status": "failed", "error": str(e)}
diff --git a/backend/app/services/upload_service.py b/backend/app/services/upload_service.py
index 2db713b4283744964560c92c81b8fe026e44fae2..a2f898ee7ac2600dfea2ba788f50aa538a3729ca 100644
--- a/backend/app/services/upload_service.py
+++ b/backend/app/services/upload_service.py
@@ -1,4 +1,8 @@
 import os
+import json
+import logging
+import pandas as pd 
+import ast
 import shutil
 from fastapi import UploadFile, HTTPException
 from app.config import UPLOAD_DIRECTORY
diff --git a/frontend/src/App.jsx b/frontend/src/App.jsx
index fdfd7c1276cc72b29c9542685326c909d4870b19..46a834788a04bbfc0394ef2c5d05895df8b946ba 100644
--- a/frontend/src/App.jsx
+++ b/frontend/src/App.jsx
@@ -31,7 +31,7 @@ function App() {
                   `block p-2 hover:bg-gray-700 rounded ${isActive ? 'bg-gray-700' : ''}`
                 }
               >
-                Upload Training Data
+                Upload Data & Preprocessing
               </NavLink>
             </li>
             <li>
@@ -41,7 +41,7 @@ function App() {
                   `block p-2 hover:bg-gray-700 rounded ${isActive ? 'bg-gray-700' : ''}`
                 }
               >
-                Preprocessing & Training
+                Training Model & Postprocessing
               </NavLink>
             </li>
           </ul>
diff --git a/frontend/src/api.js b/frontend/src/api.js
index 5367a91bf96a9926948ec1d7058c045cac954b0c..c0a2862800781b7c313447170832613883758d34 100644
--- a/frontend/src/api.js
+++ b/frontend/src/api.js
@@ -1,71 +1,35 @@
-import axios from "axios";
-
-const API_BASE_URL = "http://localhost:8000/train"; // Update base for training-related endpoints
-
-// Fetch available datasets from the backend
-export const fetchDatasets = async () => {
-    try {
-        const response = await axios.get(`${API_BASE_URL}/datasets`);
-        return response.data.datasets; // Adjust based on backend response structure
-    } catch (error) {
-        console.error("Error fetching datasets:", error);
-        throw error;
-    }
-};
-
-// Fetch column names of a selected dataset
-export const fetchDatasetColumns = async (datasetName) => {
-    try {
-        const response = await axios.get(`${API_BASE_URL}/dataset-columns/${encodeURIComponent(datasetName)}`);
-        // Ensure response contains 'columns' array and is not undefined/null
-        return response.data.columns || []; // Return empty array if columns are not available
-    } catch (error) {
-        console.error("Error fetching dataset columns:", error);
-        throw error;
-    }
+import axios from 'axios';
+
+// Set the base URL for the API
+const api = axios.create({
+  baseURL: 'http://localhost:8000', // Ensure this points to your FastAPI backend
+});
+
+// Fetch files from the backend
+export const fetchFiles = async () => {
+  try {
+    const response = await api.get('/files/');
+    return response.data;
+  } catch (error) {
+    console.error('Error fetching files:', error);
+    throw error;  // Propagate the error to the calling function
+  }
 };
 
-// Trigger preprocessing before training
-export const preprocessDataset = async (data) => {
-    try {
-        const response = await axios.post(`${API_BASE_URL}/preprocess`, data);
-        return response.data; // Expect preprocessing confirmation or output
-    } catch (error) {
-        console.error("Error preprocessing data:", error);
-        throw error;
-    }
+// Upload a file to the backend
+export const uploadFile = async (file) => {
+  const formData = new FormData();
+  formData.append('file', file);
+
+  try {
+    const response = await api.post('/upload/', formData, {
+      headers: {
+        'Content-Type': 'multipart/form-data', // Required for file uploads
+      },
+    });
+    return response.data;
+  } catch (error) {
+    console.error('Error uploading file:', error);
+    throw error;  // Propagate the error to the calling function
+  }
 };
-
-// Train a model with all tuner types in parallel
-export const trainModel = async (data) => {
-    try {
-        const response = await axios.post(`${API_BASE_URL}/train`, data);
-        return response.data;
-    } catch (error) {
-        console.error("Error training model:", error);
-        throw error;
-    }
-};
-
-// Make predictions using the trained model
-export const makePrediction = async (data) => {
-    try {
-        const response = await axios.post(`${API_BASE_URL}/predict`, data);
-        return response.data;
-    } catch (error) {
-        console.error("Error making predictions:", error);
-        throw error;
-    }
-};
-
-
-
-// import axios from 'axios';
-
-// // Create an instance of axios with the base URL
-// const api = axios.create({
-//   baseURL: "http://localhost:8000"
-// });
-
-// // Export the Axios instance
-// export default api;
\ No newline at end of file
diff --git a/frontend/src/components/Predict.jsx b/frontend/src/components/Predict.jsx
index 5acaf8bf5fb547ecf4a5ce675607a67dee7f9df3..74ff1ca7c44c607d9846bc1ed0bbccd5f7761ddd 100644
--- a/frontend/src/components/Predict.jsx
+++ b/frontend/src/components/Predict.jsx
@@ -1,220 +1,142 @@
 import React, { useState, useEffect } from "react";
-
-// Static data for testing purposes
-const models = ["Experiment_1", "Experiment_2", "Experiment_3"];
-const inputParams = ["AmountServer", "CoolingDefect", "InterarrivalTime", "DefekteModulanzahl"];
-const outputParams = [
-    "AverageServerUtilisation",
-    "AverageFlowTime",
-    "OEE",
-    "TotalAverageQueueLength",
-    "ProcessingTimeAverage",
-    "WaitingTimeAverage",
-    "MovingTimeAverage",
-    "FailedTimeAverage",
-    "BlockedTimeAverage",
-    "Throughput"
-];
-
-const staticPrediction = {
-    prediction: [0.89, 45898.48, 0.89, 0.51, 21265.73, 21773.21, 183.75, 0, 2192.59, 10.88], // example prediction output
-};
+import axios from "axios";
 
 const Predict = () => {
-    const [selectedModel, setSelectedModel] = useState("");
-    const [inputData, setInputData] = useState({});
-    const [prediction, setPrediction] = useState(null);
-
-    // Simulate the prediction logic (hardcoded for appearance)
-    const handlePredict = () => {
-        // Here we would normally call an API to make the prediction
-        // For testing, we are using static data
-        setPrediction(staticPrediction.prediction);
-    };
-
-    const handleInputChange = (e, param) => {
-        setInputData((prevData) => ({
-            ...prevData,
-            [param]: e.target.value,
-        }));
-    };
-
-    return (
-        <div>
-            <h2>Make Prediction</h2>
-
-            {/* Model Selection Dropdown */}
-            <select value={selectedModel} onChange={(e) => setSelectedModel(e.target.value)}>
-                <option value="">Select Model</option>
-                {models.map((model, index) => (
-                    <option key={index} value={model}>
-                        {model}
-                    </option>
-                ))}
-            </select>
-
-            {/* Input Fields for Parameters */}
-            {inputParams.length > 0 ? (
-                inputParams.map((param, index) => (
-                    <div key={index}>
-                        <label>{param}</label>
-                        <input
-                            type="text"
-                            placeholder={param}
-                            value={inputData[param] || ""}
-                            onChange={(e) => handleInputChange(e, param)}
-                        />
-                    </div>
-                ))
-            ) : (
-                <div>No input parameters available</div>
-            )}
-
-            {/* Button to Trigger Prediction */}
-            <button onClick={handlePredict}>Predict</button>
-
-            {/* Display Output Params */}
-            {outputParams.length > 0 && prediction && (
-                <div>
-                    <h3>Prediction Results</h3>
-                    {outputParams.map((param, index) => (
-                        <div key={index}>
-                            <strong>{param}: </strong>
-                            {prediction[index]}
-                        </div>
-                    ))}
-                </div>
-            )}
+  const [models, setModels] = useState([]);
+  const [processedFiles, setProcessedFiles] = useState([]);
+  const [selectedModel, setSelectedModel] = useState("");
+  const [selectedProject, setSelectedProject] = useState("");
+  const [inputParams, setInputParams] = useState([]);
+  const [outputParams, setOutputParams] = useState([]);
+  const [inputValues, setInputValues] = useState({});
+  const [predictions, setPredictions] = useState({});
+  const [error, setError] = useState("");
+
+  useEffect(() => {
+    axios
+      .get("http://localhost:8000/predict/models")
+      .then((res) => setModels(res.data.models || []))
+      .catch((err) => setError("Failed to load models."));
+  }, []);
+
+  useEffect(() => {
+    axios
+      .get("http://localhost:8000/predict/predict/processed-files/")
+      .then((res) => setProcessedFiles(res.data.files || []))
+      .catch((err) => setError("Failed to load processed data."));
+  }, []);
+
+  useEffect(() => {
+    if (selectedProject) {
+      axios
+        .get(`http://localhost:8000/predict/params/${selectedProject}`)
+        .then((res) => {
+          setInputParams(res.data.input_params || []);
+          setOutputParams(res.data.output_params || []);
+        })
+        .catch((err) => setError("Failed to load model parameters."));
+    }
+  }, [selectedProject]);
+
+  const handleInputChange = (param, value) => {
+    // Ensure the value is treated as a number (including zero)
+    const numericValue = value === "" ? "" : parseFloat(value) || 0;
+    setInputValues({ ...inputValues, [param]: numericValue });
+  };
+
+  const handlePredict = () => {
+    if (!selectedModel || !selectedProject) {
+      alert("Please select a model and a processed project.");
+      return;
+    }
+
+    axios
+      .post("http://localhost:8000/predict/predict/", {
+        model_name: selectedModel,
+        project_name: selectedProject,
+        input_data: inputValues,
+      })
+      .then((res) => setPredictions(res.data.predictions || {}))
+      .catch((err) => setError("Failed to get predictions."));
+  };
+
+  return (
+    <div className="container mx-auto p-6 bg-gray-50 rounded-lg shadow-md">
+      <h2 className="text-3xl font-semibold text-center mb-6">Predict</h2>
+
+      {error && <p className="text-red-500">{error}</p>}
+
+      {/* Model selection */}
+      <div className="mb-6">
+        <label className="block text-lg font-medium mb-2">Select Model</label>
+        <select
+          value={selectedModel}
+          onChange={(e) => setSelectedModel(e.target.value)}
+          className="block w-full px-4 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+        >
+          <option value="">Select a model</option>
+          {models.map((model) => (
+            <option key={model} value={model}>
+              {model}
+            </option>
+          ))}
+        </select>
+      </div>
+
+      {/* Processed data selection */}
+      <div className="mb-6">
+        <label className="block text-lg font-medium mb-2">Select Processed Data</label>
+        <select
+          value={selectedProject}
+          onChange={(e) => setSelectedProject(e.target.value)}
+          className="block w-full px-4 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+        >
+          <option value="">Select processed data</option>
+          {processedFiles.map((project) => (
+            <option key={project} value={project}>
+              {project}
+            </option>
+          ))}
+        </select>
+      </div>
+
+      {/* Input parameters section */}
+      {inputParams.length > 0 && (
+        <div className="mb-6">
+          <h3 className="text-xl font-semibold mb-4">Enter Input Values</h3>
+          {inputParams.map((param) => (
+            <div key={param} className="mb-4">
+              <label className="block text-lg font-medium">{param}: </label>
+              <input
+                type="number"
+                value={inputValues[param] !== undefined ? inputValues[param] : ""}
+                onChange={(e) => handleInputChange(param, e.target.value)}
+                className="w-full px-4 py-2 mt-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+              />
+            </div>
+          ))}
+          <button
+            onClick={handlePredict}
+            className="w-full bg-blue-500 text-white py-2 rounded-md hover:bg-blue-600 focus:outline-none"
+          >
+            Predict
+          </button>
         </div>
-    );
+      )}
+
+      {/* Predictions section */}
+      {Object.keys(predictions).length > 0 && (
+        <div className="mt-6">
+          <h3 className="text-xl font-semibold mb-4">Predictions</h3>
+          {outputParams.map((param) => (
+            <p key={param} className="text-lg">
+              {param}: {predictions[param]?.toFixed(4)}
+            </p>
+          ))}
+        </div>
+      )}
+    </div>
+  );
 };
 
 export default Predict;
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-// import React, { useState, useEffect } from "react";
-// import { makePrediction } from "../api.js";
-
-// const Predict = () => {
-//     const [models, setModels] = useState([]);
-//     const [selectedModel, setSelectedModel] = useState("");
-//     const [inputData, setInputData] = useState({});
-//     const [prediction, setPrediction] = useState(null);
-//     const [inputParams, setInputParams] = useState([]);
-
-//     useEffect(() => {
-//         const fetchModels = async () => {
-//             try {
-//                 const response = await fetch("http://127.0.0.1:8000/predict/models");
-//                 const result = await response.json();
-//                 setModels(result.models);
-//             } catch (error) {
-//                 console.error("Error fetching models:", error);
-//             }
-//         };
-
-//         fetchModels();
-//     }, []);
-
-//     useEffect(() => {
-//         const fetchModelParams = async () => {
-//             if (selectedModel) {
-//                 try {
-//                     const response = await fetch(`http://127.0.0.1:8000/predict/params/${selectedModel}`);
-//                     const result = await response.json();
-//                     setInputParams(result.input_params || []); // Ensure inputParams is always an array
-//                 } catch (error) {
-//                     console.error("Error fetching model parameters:", error);
-//                     setInputParams([]); // Reset to empty array if error occurs
-//                 }
-//             }
-//         };
-
-//         fetchModelParams();
-//     }, [selectedModel]);
-
-//     const handlePredict = async () => {
-//         const data = {
-//             project_name: selectedModel,
-//             input_data: inputData,
-//         };
-//         try {
-//             const res = await makePrediction(data);
-//             setPrediction(res.data.prediction);
-//         } catch (error) {
-//             console.error("Error making prediction:", error);
-//         }
-//     };
-
-//     const handleInputChange = (e, param) => {
-//         setInputData((prevData) => ({
-//             ...prevData,
-//             [param]: e.target.value,
-//         }));
-//     };
-
-//     return (
-//         <div>
-//             <h2>Make Prediction</h2>
-
-//             <select value={selectedModel} onChange={(e) => setSelectedModel(e.target.value)}>
-//                 <option value="">Select Model</option>
-//                 {models.length > 0 ? (
-//                     models.map((model, index) => (
-//                         <option key={index} value={model}>
-//                             {model}
-//                         </option>
-//                     ))
-//                 ) : (
-//                     <option value="">No models available</option>
-//                 )}
-//             </select>
-
-//             {Array.isArray(inputParams) && inputParams.length > 0 ? (
-//                 inputParams.map((param, index) => (
-//                     <div key={index}>
-//                         <label>{param}</label>
-//                         <input
-//                             type="text"
-//                             placeholder={param}
-//                             value={inputData[param] || ""}
-//                             onChange={(e) => handleInputChange(e, param)}
-//                         />
-//                     </div>
-//                 ))
-//             ) : (
-//                 <div>No input parameters available</div>
-//             )}
-
-//             <button onClick={handlePredict}>Predict</button>
-
-//             {prediction && <pre>{JSON.stringify(prediction, null, 2)}</pre>}
-//         </div>
-//     );
-// };
-
-// export default Predict;
diff --git a/frontend/src/components/Train.jsx b/frontend/src/components/Train.jsx
index ddbb2f1b4ed665b7e542382690a91ac3c459195b..335c49306672beadd20875321c3d4929e636d496 100644
--- a/frontend/src/components/Train.jsx
+++ b/frontend/src/components/Train.jsx
@@ -1,104 +1,147 @@
 import React, { useState, useEffect } from "react";
-import { fetchDatasets, fetchDatasetColumns, preprocessDataset, trainModel } from "../api.js";
+import axios from "axios";
 
-const Train = () => {
-    const [projectName, setProjectName] = useState("");
-    const [datasets, setDatasets] = useState([]);
-    const [selectedDataset, setSelectedDataset] = useState("");
-    const [datasetColumns, setDatasetColumns] = useState([]);
-    const [inputParams, setInputParams] = useState([]);
-    const [outputParams, setOutputParams] = useState([]);
-    const [splitType, setSplitType] = useState("train_test");
-    const [fetchError, setFetchError] = useState(null);
+function Train() {
+  const [projects, setProjects] = useState([]);
+  const [selectedProject, setSelectedProject] = useState("");
+  const [inputParams, setInputParams] = useState([]);
+  const [outputParams, setOutputParams] = useState([]);
+  const [selectedTuner, setSelectedTuner] = useState("");  // Store selected tuner type
+  const [loading, setLoading] = useState(false);
+  const [trainingStatus, setTrainingStatus] = useState("");
 
-    useEffect(() => {
-        const loadDatasets = async () => {
-            try {
-                const datasets = await fetchDatasets();
-                setDatasets(datasets);
-            } catch (error) {
-                setFetchError(error.message);
-            }
-        };
-        loadDatasets();
-    }, []);
+  // Fetch available processed projects
+  useEffect(() => {
+    const fetchProjects = async () => {
+      try {
+        const response = await axios.get("http://localhost:8000/train/train/processed-files/");
+        setProjects(response.data.files);
+      } catch (error) {
+        console.error("Error fetching processed projects", error);
+      }
+    };
+    fetchProjects();
+  }, []);
 
-    useEffect(() => {
-        if (!selectedDataset) return; // Only fetch when a dataset is selected
-        const loadDatasetColumns = async () => {
-            try {
-                const columns = await fetchDatasetColumns(selectedDataset);
-                setDatasetColumns(columns || []);
-            } catch (error) {
-                setFetchError(error.message);
-            }
-        };
-        loadDatasetColumns();
-    }, [selectedDataset]);
+  // Handle project selection and fetch params.json
+  const handleProjectSelection = async (e) => {
+    const project = e.target.value;
+    setSelectedProject(project);
+    setSelectedTuner("");  // Reset tuner selection
+    setTrainingStatus("");
 
-    const handlePreprocess = async () => {
-        if (!selectedDataset) {
-            alert("Please select a dataset.");
-            return;
-        }
-        try {
-            await preprocessDataset({ dataset_name: selectedDataset });
-            alert("Preprocessing completed.");
-        } catch (error) {
-            console.error("Error preprocessing dataset:", error);
-        }
-    };
+    if (!project) return;
+    try {
+      const response = await axios.get(`http://localhost:8000/train/train/get-params/${project}`);
+      setInputParams(response.data.input_params);
+      setOutputParams(response.data.output_params);
+    } catch (error) {
+      console.error("Error fetching parameters", error);
+      setInputParams([]);
+      setOutputParams([]);
+    }
+  };
 
-    const handleTrain = async () => {
-        if (!selectedDataset || inputParams.length === 0 || outputParams.length === 0) {
-            alert("Please complete all selections.");
-            return;
-        }
-        try {
-            const res = await trainModel({
-                project_name: projectName,
-                dataset_name: selectedDataset,
-                input_params: inputParams,
-                output_params: outputParams,
-                split_type: splitType,
-                tuner_types: ["random", "bayesian", "hyperband", "greedy"],
-            });
-            alert(res.data.message);
-        } catch (error) {
-            console.error("Error training model:", error);
-        }
-    };
+  // Handle tuner type selection
+  const handleTunerSelection = (e) => {
+    setSelectedTuner(e.target.value);
+  };
+
+  // Start training models
+  const handleTrainModel = async () => {
+    if (!selectedProject) {
+      alert("Please select a project.");
+      return;
+    }
+    if (!selectedTuner) {
+      alert("Please select a tuner type.");
+      return;
+    }
+  
+    setLoading(true);
+    setTrainingStatus("Training in progress...");
+  
+    try {
+      const response = await axios.post("http://localhost:8000/train/train", {
+        project_name: selectedProject,
+        tuner: selectedTuner,  // Ensure the `tuner` value is correctly set
+      });
+      setTrainingStatus(response.data.message);
+    } catch (error) {
+      console.error("Error training model", error.response || error);
+      setTrainingStatus(`Error during training: ${error.message}`);
+    } finally {
+      setLoading(false);
+    }
+  };
+  
 
-    return (
-        <div>
-            <h2>Train Model</h2>
-            <input type="text" placeholder="Project Name" value={projectName} onChange={(e) => setProjectName(e.target.value)} />
-            {fetchError ? <p style={{ color: "red" }}>Error: {fetchError}</p> : null}
-            <select value={selectedDataset} onChange={(e) => setSelectedDataset(e.target.value)}>
-                {/* <option value="">Select Dataset</option>
-                {datasets.map((dataset, index) => (
-                    <option key={index} value={dataset}>{dataset}</option>
-                ))} */}
-            </select>
-            <button onClick={handlePreprocess}>Preprocess</button>
+  return (
+    <div className="container mx-auto p-6 bg-gray-50 rounded-lg shadow-md">
+      <h1 className="text-3xl font-semibold text-center mb-6">Model Training</h1>
 
-            {Array.isArray(datasetColumns) && datasetColumns.length > 0 && (
-                <select multiple value={inputParams} onChange={(e) => setInputParams([...e.target.selectedOptions].map(o => o.value))}>
-                    {datasetColumns.map((col, index) => (
-                        <option key={index} value={col}>
-                            {col}
-                        </option>
-                    ))}
-                </select>
-            )}
+      {/* Project Selection */}
+      <div className="mb-4">
+        <label className="block text-lg font-medium mb-2">Select Project</label>
+        <select
+          className="block w-full px-4 py-2 mb-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+          onChange={handleProjectSelection}
+          value={selectedProject}
+        >
+          <option value="">Select a project</option>
+          {projects.map((project) => (
+            <option key={project} value={project}>
+              {project}
+            </option>
+          ))}
+        </select>
+      </div>
 
-            <select value={splitType} onChange={(e) => setSplitType(e.target.value)}>
-                <option value="train_test">Train/Test Split</option>
-                <option value="train_only">Train Only</option>
-            </select>
-            <button onClick={handleTrain}>Train</button>
+      {/* Display Input/Output Parameters */}
+      {selectedProject && (
+        <div className="mb-4">
+          <h2 className="text-xl font-semibold">Parameters for {selectedProject}</h2>
+          <p><strong>Input:</strong> {inputParams.join(", ") || "Not available"}</p>
+          <p><strong>Output:</strong> {outputParams.join(", ") || "Not available"}</p>
         </div>
-    );
-};
+      )}
+
+      {/* Tuner Type Selection */}
+      <div className="mb-4">
+        <label className="block text-lg font-medium mb-2">Select Tuner Type</label>
+        <select
+          className="block w-full px-4 py-2 mb-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+          onChange={handleTunerSelection}
+          value={selectedTuner}
+        >
+          <option value="">Select a tuner type</option>
+          <option value="random">Random</option>
+          <option value="bayesian">Bayesian</option>
+          <option value="hyperband">Hyperband</option>
+          <option value="greedy">Greedy</option>
+          <option value="all">Run all tuners in parallel</option> {/* Add 'all' option */}
+        </select>
+      </div>
+
+      {/* Start Training Button */}
+      <div className="mt-4">
+        <button
+          className={`${
+            loading ? "bg-gray-500 cursor-not-allowed" : "bg-blue-500 hover:bg-blue-600"
+          } w-full text-white py-2 rounded-md focus:outline-none`}
+          onClick={handleTrainModel}
+          disabled={loading}
+        >
+          {loading ? "Training..." : "Start Training"}
+        </button>
+      </div>
+
+      {/* Training Status */}
+      <div className="mt-4 text-lg">
+        {trainingStatus && <p>{trainingStatus}</p>}
+      </div>
+    </div>
+  );
+}
 
 export default Train;
diff --git a/frontend/src/components/Upload.jsx b/frontend/src/components/Upload.jsx
index 1d11f3aca8ab5556d295b31402e8f3561d262950..9b0d85e374d43b289fd04e587a4d99f309e0af67 100644
--- a/frontend/src/components/Upload.jsx
+++ b/frontend/src/components/Upload.jsx
@@ -1,44 +1,276 @@
-import React, { useState } from "react";
+import React, { useState, useEffect } from "react";
 import axios from "axios";
 
 const Upload = () => {
-    const [file, setFile] = useState(null);
+  const [file, setFile] = useState(null);
+  const [uploading, setUploading] = useState(false);
+  const [message, setMessage] = useState("");
+  const [files, setFiles] = useState([]); // Available files in UPLOAD_DIRECTORY
+  const [selectedFile, setSelectedFile] = useState(""); // File user selects
+  const [columns, setColumns] = useState([]); // File columns for input/output selection
+  const [inputParams, setInputParams] = useState([]); // Selected input parameters
+  const [outputParams, setOutputParams] = useState([]); // Selected output parameters
+  const [projectName, setProjectName] = useState(""); // Project name
+  const [scalerType, setScalerType] = useState(""); // Selected scaler type (StandardScaler or MinMaxScaler)
 
-    const handleUpload = async () => {
-        if (!file) {
-            alert("Please select a file.");
-            return;
+  // Fetch available files from UPLOAD_DIRECTORY
+  useEffect(() => {
+    axios
+      .get("http://localhost:8000/upload/files/")
+      .then((res) => {
+        console.log("Fetched files:", res.data);
+        if (Array.isArray(res.data)) {
+          setFiles(res.data); // Set the files array directly
+        } else {
+          console.error("Unexpected response structure", res.data);
+          setFiles([]); // Fallback to empty array if data is incorrect
         }
+      })
+      .catch((err) => {
+        console.error("Error fetching files:", err);
+        setFiles([]); // Fallback to empty array on error
+      });
+  }, []);
 
-        const formData = new FormData();
-        formData.append("file", file);  // Make sure 'file' is being appended properly
-
-        try {
-            const res = await axios.post("http://localhost:8000/upload/", formData, {
-                headers: {
-                    "Content-Type": "multipart/form-data",  // Ensure the correct content type is set
-                },
-            });
-            alert(res.data.message);  // Show success message
-        } catch (error) {
-            console.error("Error uploading file:", error);
-            alert("File upload failed. Please try again.");
-        }
+  // Fetch columns from the selected file
+  const fetchColumns = async (fileName) => {
+    if (!fileName) return;
+    setSelectedFile(fileName);
+    try {
+      const res = await axios.get(
+        `http://localhost:8000/upload/get_columns/?file_name=${fileName}`
+      );
+      setColumns(res.data.columns || []); // Ensure columns is always an array
+    } catch (error) {
+      console.error("Error fetching columns:", error);
+      setColumns([]); // Set empty array in case of error
+    }
+  };
+
+  // Handle parameter selection (checkboxes)
+  const handleParamSelection = (param, type) => {
+    if (type === "input") {
+      setInputParams((prev) =>
+        prev.includes(param) ? prev.filter((p) => p !== param) : [...prev, param]
+      );
+    } else {
+      setOutputParams((prev) =>
+        prev.includes(param) ? prev.filter((p) => p !== param) : [...prev, param]
+      );
+    }
+  };
+
+  // Handle scaler type selection
+  const handleScalerSelection = (e) => {
+    setScalerType(e.target.value);
+  };
+
+  // Save selected parameters
+  const handleSaveParams = async () => {
+    if (!selectedFile || !projectName || inputParams.length === 0 || outputParams.length === 0 || !scalerType) {
+      alert("Please fill all fields.");
+      return;
+    }
+
+    const requestData = {
+      project_name: projectName,
+      input_params: inputParams,
+      output_params: outputParams,
+      file_name: selectedFile,
+      scaler_type: scalerType, // Include selected scaler type
     };
 
-    return (
-        <div>
-            <h2>Upload JSON/CSV File</h2>
+    try {
+      console.log("Sending request with data:", requestData); // Log the data being sent
+      await axios.post("http://localhost:8000/upload/save_params/", requestData, {
+        headers: {
+          "Content-Type": "application/json",
+        },
+      });
+      alert("Parameters saved successfully!");
+    } catch (error) {
+      console.error("Error saving parameters:", error.response ? error.response.data : error);
+      alert("Error saving parameters. Please try again.");
+    }
+  };
+
+  // Handle file upload
+  const handleUpload = async () => {
+    if (!file) {
+      alert("Please select a file first.");
+      return;
+    }
+
+    const formData = new FormData();
+    formData.append("file", file);
+
+    try {
+      setUploading(true);
+      const response = await axios.post("http://localhost:8000/upload/upload/", formData, {
+        headers: {
+          "Content-Type": "multipart/form-data",
+        },
+      });
+
+      setUploading(false);
+      setMessage(response.data.message);
+    } catch (error) {
+      console.error("Error uploading file:", error);
+      setUploading(false);
+      setMessage("Upload failed. Please try again.");
+    }
+  };
+
+  // Trigger preprocessing
+  const handlePreprocess = async () => {
+    if (!selectedFile || !projectName || inputParams.length === 0 || outputParams.length === 0 || !scalerType) {
+      alert("Please fill all fields and select a scaler.");
+      return;
+    }
+
+    try {
+      const response = await axios.post("http://localhost:8000/upload/preprocess/", {
+        file_name: selectedFile,
+        input_params: inputParams,
+        output_params: outputParams,
+        scaler_type: scalerType,
+        project_name: projectName,
+      });
+
+      setMessage(response.data.message);
+      alert("Preprocessing completed!");
+    } catch (error) {
+      console.error("Error preprocessing data:", error);
+      setMessage("Preprocessing failed. Please try again.");
+    }
+  };
+
+  return (
+    <div className="container mx-auto p-4 bg-gray-50 rounded-lg shadow-md">
+      <h2 className="text-3xl font-semibold text-center mb-6">Upload JSON/CSV File</h2>
+
+      {/* File upload section */}
+      <div className="mb-4">
+        <input
+          type="file"
+          accept=".json, .csv"
+          onChange={(e) => setFile(e.target.files[0])}
+          className="block w-full px-4 py-2 mb-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+        />
+        {file && <p className="text-gray-600">Selected File: {file.name}</p>}
+        <button
+          onClick={handleUpload}
+          disabled={!file || uploading}
+          className="w-full bg-blue-500 text-white py-2 rounded-md hover:bg-blue-600 focus:outline-none disabled:bg-gray-400"
+        >
+          {uploading ? "Uploading..." : "Upload"}
+        </button>
+        {message && <p className="mt-2 text-gray-600">{message}</p>}
+      </div>
+
+      {/* Select existing file */}
+      <div className="mb-6">
+        <label className="block text-lg font-medium mb-2">Select Existing File</label>
+        <select
+          onChange={(e) => fetchColumns(e.target.value)}
+          disabled={files.length === 0}
+          value={selectedFile}
+          className="block w-full px-4 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+        >
+          <option value="">-- Select a file --</option>
+          {files.length > 0 ? (
+            files.map((f, index) => <option key={index} value={f}>{f}</option>)
+          ) : (
+            <option disabled>No files available</option>
+          )}
+        </select>
+      </div>
+
+      {/* File column options */}
+      {columns.length > 0 && (
+        <div className="space-y-6">
+          {/* Project name input */}
+          <div>
+            <label className="block text-lg font-medium mb-2">Define Project</label>
             <input
-                type="file"
-                accept=".json, .csv"  // Limit file types to JSON and CSV
-                onChange={(e) => setFile(e.target.files[0])}
+              type="text"
+              placeholder="Enter project name"
+              value={projectName}
+              onChange={(e) => setProjectName(e.target.value)}
+              className="block w-full px-4 py-2 mb-4 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
             />
-            <button onClick={handleUpload}>Upload</button>
+          </div>
+
+          {/* Input parameters */}
+          <div>
+            <label className="block text-lg font-medium mb-2">Select Input Parameters</label>
+            <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-4">
+              {columns.map((col) => (
+                <label key={col} className="flex items-center">
+                  <input
+                    type="checkbox"
+                    checked={inputParams.includes(col)}
+                    onChange={() => handleParamSelection(col, "input")}
+                    className="mr-2"
+                  />
+                  {col}
+                </label>
+              ))}
+            </div>
+          </div>
+
+          {/* Output parameters */}
+          <div>
+            <label className="block text-lg font-medium mb-2">Select Output Parameters</label>
+            <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-4">
+              {columns.map((col) => (
+                <label key={col} className="flex items-center">
+                  <input
+                    type="checkbox"
+                    checked={outputParams.includes(col)}
+                    onChange={() => handleParamSelection(col, "output")}
+                    className="mr-2"
+                  />
+                  {col}
+                </label>
+              ))}
+            </div>
+          </div>
+
+          {/* Scaler selection */}
+          <div>
+            <label className="block text-lg font-medium mb-2">Select Scaler Type</label>
+            <select
+              onChange={handleScalerSelection}
+              value={scalerType}
+              className="block w-full px-4 py-2 mb-4 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-400"
+            >
+              <option value="">-- Select Scaler Type --</option>
+              <option value="StandardScaler">StandardScaler</option>
+              <option value="MinMaxScaler">MinMaxScaler</option>
+            </select>
+          </div>
+
+          {/* Save Parameters and Preprocess buttons */}
+          <div className="flex space-x-4">
+            <button
+              onClick={handleSaveParams}
+              className="w-full bg-green-500 text-white py-2 rounded-md hover:bg-green-600 focus:outline-none"
+            >
+              Save Parameters
+            </button>
+            <button
+              onClick={handlePreprocess}
+              className="w-full bg-yellow-500 text-white py-2 rounded-md hover:bg-yellow-600 focus:outline-none"
+            >
+              Preprocess Data
+            </button>
+          </div>
         </div>
-    );
+      )}
+      {columns.length === 0 && files.length > 0 && <p className="mt-4 text-gray-600">Loading columns...</p>}
+    </div>
+  );
 };
 
 export default Upload;
-
-