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Fix device mismatch error in GPU decoding with PyTorch 1.13#4941

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mergify[bot] merged 2 commits intoespnet:masterfrom
pyf98:fix
Feb 15, 2023
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Fix device mismatch error in GPU decoding with PyTorch 1.13#4941
mergify[bot] merged 2 commits intoespnet:masterfrom
pyf98:fix

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@pyf98 pyf98 commented Feb 15, 2023

Starting from PyTorch 1.13, we will encounter an error if a cpu tensor is indexed by a cuda tensor: https://github.com/pytorch/pytorch/releases/tag/v1.13.0

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This affects our standard GPU decoding. (Not sure if it affects other decoding algorithms.)

@mergify mergify bot added the ESPnet1 label Feb 15, 2023
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codecov bot commented Feb 15, 2023

Codecov Report

Merging #4941 (6bf7987) into master (78c93bc) will decrease coverage by 0.03%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master    #4941      +/-   ##
==========================================
- Coverage   76.63%   76.60%   -0.03%     
==========================================
  Files         604      604              
  Lines       53934    53934              
==========================================
- Hits        41330    41314      -16     
- Misses      12604    12620      +16     
Flag Coverage Δ
test_integration_espnet1 66.33% <0.00%> (ø)
test_integration_espnet2 47.42% <100.00%> (+0.01%) ⬆️
test_python 66.45% <100.00%> (-0.10%) ⬇️
test_utils 23.08% <ø> (-0.27%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
espnet/nets/batch_beam_search.py 98.92% <100.00%> (ø)
espnet/nets/pytorch_backend/e2e_asr_maskctc.py 87.40% <0.00%> (-4.45%) ⬇️
espnet2/gan_svs/vits/vits.py 91.61% <0.00%> (-1.80%) ⬇️
espnet2/slu/espnet_model.py 78.48% <0.00%> (-1.75%) ⬇️
espnet2/hubert/espnet_model.py 51.42% <0.00%> (-1.15%) ⬇️
espnet2/gan_tts/vits/vits.py 99.22% <0.00%> (-0.78%) ⬇️
espnet2/diar/espnet_model.py 95.67% <0.00%> (-0.62%) ⬇️
espnet2/svs/espnet_model.py 5.72% <0.00%> (-0.53%) ⬇️
espnet2/bin/asr_transducer_inference.py 93.65% <0.00%> (-0.40%) ⬇️
espnet2/asr/state_spaces/s4.py 52.88% <0.00%> (-0.12%) ⬇️
... and 1 more

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@sw005320 sw005320 added Bugfix auto-merge Enable auto-merge labels Feb 15, 2023
@sw005320 sw005320 added this to the v.202303 milestone Feb 15, 2023
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Thanks, @pyf98!

@mergify mergify bot merged commit 9c7bde4 into espnet:master Feb 15, 2023
@pyf98 pyf98 deleted the fix branch March 22, 2023 18:58
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