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Several Improvements for the latest PyTorch Framework #1564
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FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
MotivationWhen using torch.compile, the 'disable' key compile could override the compile. When disable is set to True, there should be no prompt like 'The model has been compiled'. ModificationAdd a simple check when compile is a dict, and check if there exists a key 'disable'. |
FSDP.optim_state_dict_to_load requires the following parameters: model: Module, optim: Optimizer, optim_state_dict: Dict[str, Any]
MGAMZ
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Fix Torch Future Warning on the deprecation of 'torch.cuda.amp'
Several Improvement for the latest PyTorch Framework
Aug 21, 2024
MGAMZ
changed the title
Several Improvement for the latest PyTorch Framework
Several Improvements for the latest PyTorch Framework
Aug 21, 2024
…tions The current runner implementation has not yet supported for pure-python style configurations on model wrapper class. I follow the mainstream implementation to support this feature.
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Motivation
Fix torch Future Warning:
FutureWarning:
torch.cuda.amp.GradScaler(args...)
is deprecated. Please usetorch.amp.GradScaler('cuda', args...)
instead.Modification
Deprecate torch.cuda.amp and transfer to torch.amp, and partial it with
device='cuda'
. The modification will not introduce any influence on the following codes in this file