From d3b529da78b35e3b584af8d4588c1fad1ec10e48 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Leon=20Michel=20Gori=C3=9Fen?=
<leon.gorissen@llt.rwth-aachen.de>
Date: Tue, 27 Aug 2024 10:08:34 +0200
Subject: [PATCH] Adjust cron schedule and cleanup foundation model workflow
- Updated cron job in to run at 2 AM instead of every minute.
- Removed outdated comments in after confirming functionality of test dataset download and model evaluation.
- Added to document ITA instance training configuration.
---
dynamics_learning/entrypoint.sh | 2 +-
dynamics_learning/foundation_model.py | 4 ++--
dynamics_learning/train_instance.py | 1 +
3 files changed, 4 insertions(+), 3 deletions(-)
create mode 100644 dynamics_learning/train_instance.py
diff --git a/dynamics_learning/entrypoint.sh b/dynamics_learning/entrypoint.sh
index 87e40dd..d1413e6 100755
--- a/dynamics_learning/entrypoint.sh
+++ b/dynamics_learning/entrypoint.sh
@@ -4,7 +4,7 @@
printenv >> /etc/environment
# Write out the cron job to a file
-echo "* * * * * /usr/bin/env python3 /app/dynamics_learning/foundation_model.py >> /var/log/cron.log 2>&1" > /etc/cron.d/mycron
+echo "* 2 * * * /usr/bin/env python3 /app/dynamics_learning/foundation_model.py >> /var/log/cron.log 2>&1" > /etc/cron.d/mycron
# Apply cron job
crontab /etc/cron.d/mycron
diff --git a/dynamics_learning/foundation_model.py b/dynamics_learning/foundation_model.py
index 1e49ed4..ddc7859 100644
--- a/dynamics_learning/foundation_model.py
+++ b/dynamics_learning/foundation_model.py
@@ -72,9 +72,9 @@ if __name__ == "__main__":
if model:
logger.info("Evaluating current model with test data.")
test_dataset = Dataset(type="test")
- test_dataset.download() # FIXME
+ test_dataset.download()
interpolate("/app/dynamics_learning/Trajectory Data/test")
- model_analysis(test_dataset, model) # FIXME
+ model_analysis(test_dataset, model)
"\n=====================================\nModel evaluated\n=====================================\n"
else:
logger.info("Model is not being evaluated.")
diff --git a/dynamics_learning/train_instance.py b/dynamics_learning/train_instance.py
new file mode 100644
index 0000000..38fb8cc
--- /dev/null
+++ b/dynamics_learning/train_instance.py
@@ -0,0 +1 @@
+# 5vlv6m3t: ITA instance from scratch (used to train LLT instance)
--
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