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reduce logging severity for set_to_none #471

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reduce logging severity for set_to_none #471

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2 changes: 1 addition & 1 deletion opacus/grad_sample/gsm_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -94,7 +94,7 @@ def zero_grad(self, set_to_none: bool = False):
affects regular gradients. Per sample gradients are always set to None)
"""
if set_to_none is False:
logger.info(
logger.debug(
"Despite set_to_none is set to False, "
"opacus will set p.grad_sample to None due to "
"non-trivial gradient accumulation behaviour"
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2 changes: 1 addition & 1 deletion opacus/optimizers/optimizer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -462,7 +462,7 @@ def zero_grad(self, set_to_none: bool = False):
"""

if set_to_none is False:
logger.info(
logger.debug(
"Despite set_to_none is set to False, "
"opacus will set p.grad_sample and p.summed_grad to None due to "
"non-trivial gradient accumulation behaviour"
Expand Down