Pretrained inception_v3 not matched with research paper

This inception_v3 are not matching same as just mentioned in table 1. from this research paper. link

In first part, why it is of kernel_size=1? it should have been of kernel_size=3
In second part, where is stride value? it should have been of stride=2
In third part, there shouldn’t been no pool layer mentioned in paper? why did you even implemented it?

I think there is lot of stuff not matching to this research paper. I would like pytorch team kindly look into this matter and resolve as soon as possible.


The reference for the inception v3 model in TorchVision is the TensorFlow implementation, not the paper.


and some more discussion about weights in

Best regards


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Thanks for clearing that this implementation is not based on research paper.