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Update pytorch-disable-gradient-calculation.py #87

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Update pytorch-disable-gradient-calculation.py #87

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c92562f
Update pytorch-disable-gradient-calculation.py
ankit-amazon May 9, 2023
95ed1e4
Update pytorch-disable-gradient-calculation.py
ankit-amazon May 9, 2023
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9 changes: 9 additions & 0 deletions ...on/detectors/pytorch-disable-gradient-calculation/pytorch-disable-gradient-calculation.py
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Expand Up @@ -7,6 +7,14 @@ def disable_gradient_calculation_noncompliant():
# Noncompliant: disables gradient calculation using `torch.no_grad()`.
with torch.no_grad():
model.eval()
# some code


def disable_gradient_calculation_noncompliant():
import torch
# Noncompliant: gradient calculation not disabled during evaluation.
model.eval()
# some code
# {/fact}


Expand All @@ -16,4 +24,5 @@ def disable_gradient_calculation_compliant():
# Compliant: disables gradient calculation using `torch.inference_mode()`.
with torch.inference_mode():
model.eval()
# some code
# {/fact}