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"greedy_batched" methods should support "partial_hypotheses" option #9040

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galv opened this issue Apr 25, 2024 · 1 comment
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"greedy_batched" methods should support "partial_hypotheses" option #9040

galv opened this issue Apr 25, 2024 · 1 comment
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@galv
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galv commented Apr 25, 2024

Is your feature request related to a problem? Please describe.

I've been experimenting with examples/asr/asr_cache_aware_streaming/speech_to_text_cache_aware_streaming_infer.py. One of the things I've noticed is that the "greedy_batched" strategy does not support partial hypotheses. We should add support for this. Right now, streaming of RNN-T models is horrendously slow because we are running the decoder at batch size 1, because we must use the "greedy" strategy when doing streaming. The encoder basically isn't meaningfully contributing to the runtime. The decoder is the main slowdown.

FYI @artbataev .

@galv galv assigned okuchaiev, galv and artbataev and unassigned okuchaiev Apr 25, 2024
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This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.

@github-actions github-actions bot added the stale label May 26, 2024
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