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Investigate why using large embedding batch size makes things slower... #1195

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hbredin opened this issue Dec 13, 2022 · 4 comments
Open

Investigate why using large embedding batch size makes things slower... #1195

hbredin opened this issue Dec 13, 2022 · 4 comments

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@hbredin
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hbredin commented Dec 13, 2022 

from pyannote.audio.pipelines.utils.hook import ProgressHook
pipeline = Pipeline.from_pretrained("pyannote/speaker-diarization")

On my Mac, default pipeline.embedding_batch_size = 32 is much slower than pipeline.embedding_batch_size = 1.

Why is that?
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stale bot commented Jun 12, 2023

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the wontfix label Jun 12, 2023
@hbredin hbredin removed the wontfix label Jun 12, 2023
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stale bot commented Dec 9, 2023

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the wontfix label Dec 9, 2023
@metalgearsloth
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See #1580 for a potentially similar issue I had.

@stale stale bot removed the wontfix label Dec 14, 2023
@raulpetru raulpetru mentioned this issue May 3, 2024
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stale bot commented Jun 13, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the wontfix label Jun 13, 2024
@hbredin hbredin removed the wontfix label Jun 14, 2024
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@hbredin @metalgearsloth