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GhostNet is way much slower than mobilenetV1? #47

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tarv33 opened this issue Nov 23, 2020 · 2 comments
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GhostNet is way much slower than mobilenetV1? #47

tarv33 opened this issue Nov 23, 2020 · 2 comments

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@tarv33
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tarv33 commented Nov 23, 2020

When I test Ghostnet (drop all SE-modules) and mobilenetv1 on caffe and TensorRT, it shows that Ghostnet is 2 times slower than mobilenet. Is it because there are too many convs in ghostnet model?
@iamhankai
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Which hardware platform did you run on? CPU, GPU or TPU?

GhostNet is friendly to CPU, but not well on GPU.

@tarv33
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tarv33 commented Nov 23, 2020

@iamhankai it runs on GTX1080, but i wonder the performance of ghostnet on some ai chips.

@tarv33 tarv33 closed this as completed Nov 23, 2020
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@iamhankai @tarv33