GoogLeNet (Inception V1) CNN: how does 1x1 convolutions reduce dimensions? #pytorch

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What are 1x1 Convolutions in Deep Learning? What are 1x1 Convolutions in Deep Learning?
Inception Module Inception Module
1x1 Convolutions 1x1 Convolutions
1x1 Convolution 1x1 Convolution
Inception Net [V1] Deep Neural Network - Explained with Pytorch Inception Net [V1] Deep Neural Network - Explained with Pytorch
PyTorch 2D Convolution PyTorch 2D Convolution
1x1 conv in PyTorch 1x1 conv in PyTorch
[DL] The purpose of "1 by 1" convolutions [DL] The purpose of "1 by 1" convolutions