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torch.load warnings #4143

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njzjz opened this issue Sep 19, 2024 · 0 comments · May be fixed by #4147
Open

torch.load warnings #4143

njzjz opened this issue Sep 19, 2024 · 0 comments · May be fixed by #4147
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njzjz commented Sep 19, 2024 •
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/home/njzjz/codes/deepmd-kit/deepmd/pt/infer/inference.py:37: FutureWarning: You are using torch.load with weights_only=False (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for weights_only will be flipped to True. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via torch.serialization.add_safe_globals. We recommend you start setting weights_only=True for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
state_dict = torch.load(model_ckpt, map_location=DEVICE)
@njzjz njzjz added the bug label Sep 19, 2024
njzjz added a commit to njzjz/deepmd-kit that referenced this issue Sep 19, 2024
@njzjz
fix: set weights_only=True for torch.load
1c0f994 
Fix deepmodeling#4143.

Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
@njzjz njzjz linked a pull request Sep 19, 2024 that will close this issue
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@njzjz njzjz linked a pull request Sep 19, 2024 that will close this issue
fix(pt): set weights_only=True for torch.load #4147
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@iProzd iProzd mentioned this issue Sep 20, 2024
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github-merge-queue bot pushed a commit that referenced this issue Sep 21, 2024
@iProzd
fix(pt): make state_dict safe for weights_only (#4148)
532e309 
See #4147 and #4143.
We can first make `state_dict` safe for `weights_only`, then make a
breaking change when loading `state_dict` in the future.

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Enhanced model saving functionality by ensuring learning rates are
consistently stored as floats, improving type consistency.
  
- **Bug Fixes**
- Updated model loading behavior in tests to focus solely on model
weights, which may resolve issues related to state dictionary loading.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
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fix(pt): set weights_only=True for torch.load njzjz/deepmd-kit
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