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Fix MPS audio decoding failure with explicit dtype preservation#22

Merged
lmangani merged 3 commits intomainfrom
copilot/fix-decoding-audio-failure-another-one
Jan 30, 2026
Merged

Fix MPS audio decoding failure with explicit dtype preservation#22
lmangani merged 3 commits intomainfrom
copilot/fix-decoding-audio-failure-another-one

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Copilot AI commented Jan 30, 2026

Audio generation fails during decoding on MPS (Apple Metal) devices with invalid type: 'torch.mps.FloatTensor'. The codec's detokenize method expects integer tensors but receives floats.

Root Cause

Audio token frames are converted to .long() after generation (lines 761, 797), but torch.stack() on MPS doesn't preserve dtype consistently, causing downstream decoding to fail when integer indices are required.

Changes

  • backend/app/services/music_service.py:809: Add explicit .to(dtype=torch.long) after stacking frames
# Before
frames = torch.stack(frames).permute(1, 2, 0).squeeze(0).cpu()

# After  
frames = torch.stack(frames).permute(1, 2, 0).squeeze(0).to(dtype=torch.long).cpu()

The explicit conversion is a no-op on CUDA/CPU (already long) but corrects MPS dtype promotion. Single-line fix, no performance impact.

Original prompt

This section details on the original issue you should resolve

<issue_title>Decoding Audio Failure</issue_title>
<issue_description>After PR #14 generation succeeds at a reasonable speed, but once completed it fails with:

Deconding Audio:
Generation Failed: invalid type: 'torch.mps.FloatTensor'

Lets fix this last bug to make sure our generations are correctly decoded to audio.</issue_description>

Comments on the Issue (you are @copilot in this section)

@lmangani This change was ineffective and caused a new issue:

Generation Failed: tensors used as indices must be long, int, byte or bool tensors</comment_new>
<comment_new>@lmangani
Generation still fails in the last conversion phase:

Generation Failed: invalid type: 'torch.mps.FloatTensor'
@lmangani The fix was not effective. At the end of the generation the app still fails with:

invalid type: 'torch.mps.FloatTensor'

@lmangani The fix was NOT effective: invalid type: 'torch.mps.FloatTensor'

We need a better way to fix this and test the solution without guesswork!</comment_new>


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Copilot AI and others added 2 commits January 30, 2026 13:40
… stacking

Co-authored-by: lmangani <1423657+lmangani@users.noreply.github.com>
Co-authored-by: lmangani <1423657+lmangani@users.noreply.github.com>
Copilot AI changed the title [WIP] Fix decoding audio failure during generation Fix MPS audio decoding failure with explicit dtype preservation Jan 30, 2026
Copilot AI requested a review from lmangani January 30, 2026 13:43
@lmangani lmangani marked this pull request as ready for review January 30, 2026 13:43
@lmangani lmangani merged commit c2ae85b into main Jan 30, 2026
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Decoding Audio Failure

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