25 lines
553 B
Markdown
25 lines
553 B
Markdown
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## Design Parameters
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- Size of input image
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- 256 x 256 x 1
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- Towards top end of supportable
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- Padding
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- Thickness of border 0s
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- Kernel size
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- 7 x 7 x 1 x n
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- N is for multiple filters per layer
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- Main design decision
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- 12 x 12/15 x 15 in early layers
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- Lower in later filters
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- Dataset-dependent
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- Stride
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- Interval to sample
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- 1
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- Every subsequent pixel
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- Same size out as in
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- 2
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- Every other subsequent pixel
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- Out image is half input size
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- Size of computable output
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- 252 x 252 x 1 x n
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- Depends on padding and striding
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