26 lines
553 B
Markdown
26 lines
553 B
Markdown
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- Maximum within window and writes result to output
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- Downsamples image
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- More non-linearity
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- Doesn't remove important information
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- Max value is the good bit
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- No parameters
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![[max-pooling.png]]
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## Design Parameters
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- Size of input image
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- 252 x 252 x 1 x n
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- Padding
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- Kernel size
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- 3 x 3 x 1
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- Doesn't need to be odd
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- 2 x 2
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- Stride
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- Typically n
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- For n x n kernel size
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- Sometimes 4 x 4 in early layers
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- 16 times less data
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- Rapid downsample
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- Size of computable output
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- 250 x 250 x 1 x n
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- Depends on padding and striding
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