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Faster AMG #69

Merged
merged 29 commits into from
Dec 1, 2023
Merged

Faster AMG #69

merged 29 commits into from
Dec 1, 2023

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cpuhrsch
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@cpuhrsch cpuhrsch commented Nov 17, 2023

This rewrites mask_to_rle_pytorch to be more CUDA friendly and uses NestedTensors to batch the calls to predict_torch within SamAutomaticMaskGenerator.

On a single example image on A100 we observe a decrease from about ~2s to 500ms.

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Nov 17, 2023
@cpuhrsch cpuhrsch changed the title [DRAFT] Faster AMG Faster AMG Nov 29, 2023
@cpuhrsch cpuhrsch marked this pull request as ready for review November 29, 2023 07:51
@cpuhrsch cpuhrsch merged commit 97a69cf into main Dec 1, 2023
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