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A Gentle Introduction to Pooling Layers for Convolutional Neural Networks
https://machinelearningmastery.com/pooling-layers-for-convolutional-neural-networks/
fast.ai Embracing Swift for Deep Learning
https://www.fast.ai/2019/03/06/fastai-swift/
How to Implement VGG, Inception and ResNet Modules for Convolutional Neural Networks from Scratch

https://machinelearningmastery.com/how-to-implement-major-architecture-innovations-for-convolutional-neural-networks/
A Gentle Introduction to 1×1 Convolutions to Reduce the Complexity of Convolutional Neural Networks

https://machinelearningmastery.com/introduction-to-1x1-convolutions-to-reduce-the-complexity-of-convolutional-neural-networks/