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Test accuracy of imagenet data set on MCU？ #84

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ahdxwg opened this issue May 11, 2023 · 1 comment
Open

Test accuracy of imagenet data set on MCU？ #84

ahdxwg opened this issue May 11, 2023 · 1 comment

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@ahdxwg
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ahdxwg commented May 11, 2023

Great work, I was wondering how you tested the accuracy of testing the imagenet data set on MCU? Is it actually running on MCU? How is the test data stored on the MCU? I would like to do a baseline thank you very much.
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@meenchen
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Hi @ahdxwg,

We simulate the on-device inference with PyTorch (similar to how you do quantization-aware training) and measure the accuracy on servers.

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@meenchen @ahdxwg