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Glad that you find the implementation useful @vinayak015!
You're right, this only corresponds to the "Excitation" part of the SE op. I think the code generally referred to this section as corresponding to the SE layer, but please feel free to send a PR adding a qualifier that this is the Excitation part of the SE layer :)
馃摎 Documentation
efficientnet.py
It's a clean and well documented code. Kudos to the authors and thank you for making it open source :)
On the line 195, I think it's just an Excitation layer. Squeeze is being done by AdaptiveAvgPool2d.
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