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Offline batch inference mode #82

Merged
merged 26 commits into from
Aug 20, 2024
Merged

Offline batch inference mode #82

merged 26 commits into from
Aug 20, 2024

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liPatrick
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@liPatrick liPatrick commented Aug 14, 2024 •
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Adds batching capabilities.
addresses issue: #68

farzadab
farzadab reviewed Aug 15, 2024
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Thanks Pat. Not sure if this PR was ready or not, but I left some comments.

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@zqhuang211 zqhuang211 requested a review from juberti August 16, 2024 06:25
@liPatrick liPatrick changed the title Batch inference with dataloader Batch inference Aug 16, 2024
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Sorry for the few iterations. Ended up working out a batch implementation that doesn't use dataloader. This was because it was tricky to use dataloader effectively without introducing awkwardness in the dataprocessing in infer_tools, and function definitions for batch_infer.

farzadab
farzadab reviewed Aug 19, 2024
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Thanks Patrick, looks good. Just a few minor comments.

@liPatrick liPatrick changed the title Batch inference Offline batch inference mode Aug 19, 2024
juberti
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farzadab
farzadab approved these changes Aug 20, 2024
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Looking much better after the other reviews!

I added some comments but they are mostly nit, so it's approved IMO.

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@liPatrick liPatrick merged commit b2dc7f1 into main Aug 20, 2024
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@farzadab farzadab deleted the patrick/batch-infer branch August 20, 2024 22:44
@juberti juberti mentioned this pull request Aug 21, 2024
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akshat0311 pushed a commit to jiviai/audio-llm that referenced this pull request Jan 30, 2025
@liPatrick
Offline batch inference mode (fixie-ai#82)
7e44f77 
* Batch working! Next keep track of indicies in dataset

* Batching working

* Add some print statements

* Add yield

* Remove print statements

* Fixing types

* Small cleanup

* More small fixes

* Pull out additional data before running through collator

* remove _process_dataset_batch unused.

* Adding displacement to audio token start idx if padding left is true

* Address comments

* Addressing comments

* Batch without dataloader

* Clean up

* Remove tensor conversion in collator

* Remove extra lines

* Addressing comments

* Address comments

* Using dataloader without collator

* Small cleanup

* Addressing comments

* Remove text output from json

* Use zip
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@zqhuang211 zqhuang211 zqhuang211 left review comments

@farzadab farzadab farzadab approved these changes

@juberti juberti juberti left review comments

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4 participants
@liPatrick @farzadab @juberti @zqhuang211