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running the experiments described in the HAWQ-v3 paper #21

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lovodkin93 opened this issue Oct 2, 2021 · 2 comments
Open

running the experiments described in the HAWQ-v3 paper #21

lovodkin93 opened this issue Oct 2, 2021 · 2 comments

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@lovodkin93
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Hello,
I would like to reproduce the results described in the HAWQ-v3 paper for the QAT scenario, specifically those describing the results of running the ResNet50 model on the CIFAR10 dataset.
I have tried to use the command line in the README file (under the "Quantization-Aware Training" seciton), but it resulted in very inferior results compared to the ones documented in the paper.
I was hoping you could guide me as to how I can reproduce those results (for example for the uniform 8bit quantization).
Thank you!
@Kevin11Kaikai
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Same here. I want to know how to run the results on the CIFAR10 dataset.

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@Kevin11Kaikai
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Same here. I want to know how to run the results on the CIFAR10 dataset.

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@Kevin11Kaikai @lovodkin93