🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
If the merge save_dir does not exist, the accelerate merge-weight will crash after a long time (Weights already merged in memory)
$ accelerate merge-weights checkpoint-2000/pytorch_model_fsdp_0/ checkpoint-2000-merged-weight
Traceback (most recent call last):
File "/home/jobuser/.local/bin/accelerate", line 8, in <module>
sys.exit(main())
File "/home/jobuser/.local/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 48, in main
args.func(args)
File "/home/jobuser/.local/lib/python3.10/site-packages/accelerate/commands/merge.py", line 27, in merge_command
merge_fsdp_weights(
File "/home/jobuser/.local/lib/python3.10/site-packages/accelerate/utils/fsdp_utils.py", line 270, in merge_fsdp_weights
save_path = _distributed_checkpoint_to_merged_weights(checkpoint_dir, output_path, safe_serialization)
File "/home/jobuser/.local/lib/python3.10/site-packages/accelerate/utils/fsdp_utils.py", line 237, in _distributed_checkpoint_to_merged_weights
save(state_dict, save_path, safe_serialization=safe_serialization)
File "/home/jobuser/.local/lib/python3.10/site-packages/accelerate/utils/other.py", line 205, in save
save_func(obj, f)
File "/home/jobuser/.local/lib/python3.10/site-packages/torch/serialization.py", line 627, in save
with _open_zipfile_writer(f) as opened_zipfile:
File "/home/jobuser/.local/lib/python3.10/site-packages/torch/serialization.py", line 501, in _open_zipfile_writer
return container(name_or_buffer)
File "/home/jobuser/.local/lib/python3.10/site-packages/torch/serialization.py", line 472, in __init__
super().__init__(torch._C.PyTorchFileWriter(self.name))
RuntimeError: Parent directory checkpoint-2000-merged-weight does not exist.
This PR automatically create the dir if it does not exist
Fixes # (issue)
Before submitting
[ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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What does this PR do?
If the merge save_dir does not exist, the accelerate merge-weight will crash after a long time (Weights already merged in memory)
This PR automatically create the dir if it does not exist
Fixes # (issue)
Before submitting
Who can review?
@muellerzr
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR.