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sacmehta / ESPNetv2

A light-weight, power efficient, and general purpose convolutional neural network

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What is the actual latency on ARM or CPU?

zeyu-liu opened this issue · comments

commented

Thanks for the great work! And I also find that ESPNetv2 has comparable performance with MobileNet or ShuffleNet with even less FLOPS, but is the actual inference speed (images / sec) on ARM or CPU faster than the other light weighted architectures?

commented

I have not tested on ARM devices, but it delivers comparable speed to otherwhile being more power efficient on other edge devices.

P.S: I am not sure if PyTorch has optimized libraries for CPU or ARM

commented

Got it, thx for the reply :)