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Published 20 hours ago • verified publisher icon kevinlin311tw

About inference speed

Open MoonBunnyZZZ opened this issue 7 years ago • 1 comments

Thank you for you wonderful job.

After training the model, I run some inference work.And I find that it's about 1.5 second to infer a picture which is 640X360 on 1080Ti,while the CMU Openpose seem like that it's about 100ms per picture.

So I wonder this phenomenon is because of Keras,python or somethingelse? Could you give me some advice? @kevinlin311tw

MoonBunnyZZZ avatar Sep 21 '18 01:09 MoonBunnyZZZ

Yes. I think it is because of Keras. A possible solution is to convert the model file to a tensorflow pb file. The inference speed should be faster in this way.

kevinlin311tw avatar Oct 12 '18 22:10 kevinlin311tw