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Labooratory AI
experiment-impact-tracker
Commits
b4062ba7
Commit
b4062ba7
authored
1 year ago
by
Nikolas Schmitz
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Fixed groupby error
parent
6d2fcb81
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1 changed file
experiment_impact_tracker/gpu/nvidia.py
+4
-1
4 additions, 1 deletion
experiment_impact_tracker/gpu/nvidia.py
with
4 additions
and
1 deletion
experiment_impact_tracker/gpu/nvidia.py
+
4
−
1
View file @
b4062ba7
...
...
@@ -152,6 +152,9 @@ def get_nvidia_gpu_power(pid_list, logger=None, **kwargs):
out_str_final
=
re
.
sub
(
"
\s+
\n
"
,
"
\n
"
,
out_str_final
)
# else pd will mis-align
out_str_final
=
out_str_final
.
strip
()
df
=
pd
.
read_csv
(
StringIO
(
out_str_final
),
engine
=
"
python
"
,
delimiter
=
"
\t
"
)
try
:
process_percentage_used_gpu
=
df
.
groupby
([
"
gpu
"
,
"
pid
"
])[[
'
sm
'
,
'
mem
'
,
'
enc
'
,
'
dec
'
]].
mean
().
reset_index
()
except
:
# Older pandas versions
process_percentage_used_gpu
=
df
.
groupby
([
"
gpu
"
,
"
pid
"
]).
mean
().
reset_index
()
p
=
Popen
([
"
nvidia-smi
"
,
"
-q
"
,
"
-x
"
],
stdout
=
PIPE
)
...
...
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