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Test accuracy of imagenet data set on MCU？

Open ahdxwg opened this issue 2 years ago • 1 comments

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. image

ahdxwg avatar May 11 '23 02:05 ahdxwg

Hi @ahdxwg,

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

meenchen avatar May 15 '23 17:05 meenchen