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Fix the deprecated amp interface#6036

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sw005320 merged 6 commits intoespnet:masterfrom
ftshijt:ftshijt-patch-2
Feb 26, 2025
Merged

Fix the deprecated amp interface#6036
sw005320 merged 6 commits intoespnet:masterfrom
ftshijt:ftshijt-patch-2

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@ftshijt ftshijt commented Feb 5, 2025

Why?

The old amp setup has been deprecated in later version of pytorch, throwing warning msg all the time.

See also

Warning msg would be something like:

/usr/local/lib/python3.11/dist-packages/espnet2/enh/loss/criterions/time_domain.py:446: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/tcn.py:458: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/tcn.py:499: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/bsrnn.py:290: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/bsrnn.py:331: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/separator/tfgridnetv3_separator.py:369: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/uses.py:392: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/layers/uses.py:421: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/decoder/stft_decoder.py:58: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)
/usr/local/lib/python3.11/dist-packages/espnet2/enh/encoder/stft_encoder.py:79: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  @torch.cuda.amp.autocast(enabled=False)

@mergify mergify bot added the ESPnet2 label Feb 5, 2025
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codecov bot commented Feb 5, 2025 •
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Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 62.48%. Comparing base (b57dd04) to head (78d9473).
Report is 7 commits behind head on master.

Additional details and impacted files 
@@             Coverage Diff             @@
##           master    #6036       +/-   ##
===========================================
+ Coverage   38.19%   62.48%   +24.28%     
===========================================
  Files         566      153      -413     
  Lines       51080    17090    -33990     
===========================================
- Hits        19511    10679     -8832     
+ Misses      31569     6411    -25158
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@sw005320 sw005320 merged commit c185e58 into espnet:master Feb 26, 2025
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sw005320 commented Feb 26, 2025

Thanks, @ftshijt.

@sw005320 sw005320 added this to the v.202503 milestone Feb 26, 2025
Shikhar-S pushed a commit to Shikhar-S/espnet that referenced this pull request Mar 13, 2025
@sw005320
Merge pull request espnet#6036 from ftshijt/ftshijt-patch-2
4265b52 
Fix the deprecated amp interface
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