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inference speed about pytorch-ssd HOT 3 OPEN

qfgaohao avatar qfgaohao commented on July 23, 2024
inference speed

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Comments (3)

cwlinghk avatar cwlinghk commented on July 23, 2024 1

Is anyway to increase the speed on CPU inference?
mobilenet v2 ssd in Tensorflow is also about 200ms
What are the bottlenecks of speed for pytorch version? Thanks

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qfgaohao avatar qfgaohao commented on July 23, 2024

Caffe2 runtime is faster than Pytorch, as it fuses batchnorm and conv layers. It's less than 200ms usng Caffe2 on my PC, about 1s on a 800M Hz Arm CPU.

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kunalgoyal9 avatar kunalgoyal9 commented on July 23, 2024

@cwlinghk have you got the reason?

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