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Why would you want to add a max pooling layer rather than a convolutional layer with the same stride? Question 4 options: If your GPU

Why would you want to add a max pooling layer rather than a convolutional layer with the same stride?
Question 4 options:
If your GPU runs out of memory while training
A max pooling layer has no parameters at all, whereas a convolutional layer has quite a few
To reduce dimensionality using a larger stride in one layer
A convolutional pooling layer has no parameters at all, whereas a max layer has quite a few

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