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Yolov3 model operation did not accelerate significantly #30

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LeeWise9 opened this issue Feb 12, 2020 · 2 comments
Open

Yolov3 model operation did not accelerate significantly #30

LeeWise9 opened this issue Feb 12, 2020 · 2 comments

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@LeeWise9
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Hello, thank you very much for sharing. It's a great project.
After I use tensor-rt to convert yolov3 model according to your steps, I find that the calculation improvement is not obvious.
The FPS of the original model and tensorrt model are about 30.
The platform I use is Google colab. It's strange that on a CPU only platform, acceleration is obvious, while GPU platform acceleration is not.
I'm very confused about this. What's wrong?
(Has Google colab optimized the model calculation?)

@han1366
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han1366 commented Mar 10, 2020

Hello, thank you very much for sharing. It's a great project.
After I use tensor-rt to convert yolov3 model according to your steps, I find that the calculation improvement is not obvious.
The FPS of the original model and tensorrt model are about 30.
The platform I use is Google colab. It's strange that on a CPU only platform, acceleration is obvious, while GPU platform acceleration is not.
I'm very confused about this. What's wrong?
(Has Google colab optimized the model calculation?)

me too

@MuhammadAsadJaved
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+1 , The speed and model size is the same. However, the number of nodes slightly reduced.
Screenshot from 2020-09-28 12-14-27

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