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Inference speed of the model #17

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rose-jinyang opened this issue Jun 21, 2021 · 4 comments
Closed

Inference speed of the model #17

rose-jinyang opened this issue Jun 21, 2021 · 4 comments

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@rose-jinyang
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rose-jinyang commented Jun 21, 2021

Hello
How are you?
Thanks for contributing to this project.
Which device did u test your models on?

image

You did NOT explain the device specification in the paper.

@xieenze
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xieenze commented Jun 21, 2021

Hi, we use V100 gpu to test

@rose-jinyang
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rose-jinyang commented Jun 21, 2021

Thanks for your reply.
Do u think that the model can yield 20 FPS on a mobile device (ex: snapdragon 662) if the input image size is small (ex: 256x256)?

@xieenze
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xieenze commented Jun 21, 2021

Good question. I didn't try to run it on a mobile device but I believe this is important.
Maybe you need to apply model compression technologies, such as pruning or quantize on the SegFormer-B0.

@rose-jinyang
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Got it, thanks

@xieenze xieenze closed this as completed Jun 21, 2021
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