Nimrod_Daniel:

per_channel_quantized_model = torchvision.models.quantization.inception_v3(pretrained=True, aux_logits=False, quantize=True)



per_channel_quantized_model = torchvision.models.quantization.inception_v3(pretrained=True, aux_logits=False, quantize=True)

this line should already load a pretrained model.  To clarify, is the reason you are loading weights again is to populate the new fc layer, or something else?