realize LeNet5 in pytorch, net.py is origin network, net_quant.py is a network quantified on the basis of net, you should first use train.py to train a model of net, then use linear_quant function in net_quant.py to quantify the model, finally you can use test_quant.py to validate the quantized model.
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