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detection speeds too much time #6

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jayle19930918 opened this issue Mar 23, 2020 · 2 comments
Open

detection speeds too much time #6

jayle19930918 opened this issue Mar 23, 2020 · 2 comments

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@jayle19930918
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jayle19930918 commented Mar 23, 2020

Thank you for your work! I compiled the model using TVM at Windows10 successfully and got the correct bouding box of face. But it needs 1200ms to detect one frame which is so strange. I do no know what is the problem.

@Howave
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Howave commented Mar 23, 2020

you can check the tvm windows compiling documents, maybe some optimized options should be opened.

@jayle19930918
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jayle19930918 commented Mar 25, 2020

you can check the tvm windows compiling documents, maybe some optimized options should be opened.

Thanks for your suggestion! The pretrained model I compiled was RetinaFace-R50, which is a medium size model with ResNet50 backbone. Then I found the MobileNet0.25 model and compiled it. Now it works well!

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