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Both weights and activations are quantized inside a QConv module, right before applying a convolution operation. (see custom_modules.py#L134.)
The output of QBasicBlock in custom_models.py#85 is fed into the QConv module in the next block in which the quantization is performed.
I'm leaving an issue to see if there's something I haven't caught in the code.
Did you guys quantize the results of the shortcut??
because at QBasicBlock, it does not have a quantization part after addition (EWGS/CIFAR10/custom_models.py Line 83~85).
Thanks.
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