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improve label speed for GroundedDINO #19

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sibozhang opened this issue Jun 21, 2023 · 5 comments
Closed

improve label speed for GroundedDINO #19

sibozhang opened this issue Jun 21, 2023 · 5 comments

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@sibozhang
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Thanks for the awesome work!
Inference speed is like 0.5 - 1 fps on V100 for GroundedDINO. Could I ask if there is anyway we can improve it? Using multiple GPU to inference images in the same time?
@yeldarby
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Are you using GroundingDINO or GroundedSAM?

@sibozhang
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GroundingDINO

@sibozhang
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image size is 1920x1080

@yeldarby
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Multi-GPU inference sounds cool if you want to submit a PR for parallelism. Though I’m not sure all the BaseModels would play nicely with that.

@capjamesg
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Since there has been no activity on this issue in a year, I am going to close it. If there is continued interest in parallelism, please feel free to submit a PR, or comment on this issue.

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@yeldarby @sibozhang @capjamesg