Corrected description of what padding SAME does (#12918)
The description read that the padding=SAME adds zeros to the output tensor. It should say that it pads the input tensor.
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@ -270,7 +270,7 @@ The `padding` argument specifies one of two enumerated values
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(case-insensitive): `valid` (default value) or `same`. To specify that the
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(case-insensitive): `valid` (default value) or `same`. To specify that the
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output tensor should have the same width and height values as the input tensor,
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output tensor should have the same width and height values as the input tensor,
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we set `padding=same` here, which instructs TensorFlow to add 0 values to the
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we set `padding=same` here, which instructs TensorFlow to add 0 values to the
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edges of the output tensor to preserve width and height of 28. (Without padding,
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edges of the input tensor to preserve width and height of 28. (Without padding,
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a 5x5 convolution over a 28x28 tensor will produce a 24x24 tensor, as there are
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a 5x5 convolution over a 28x28 tensor will produce a 24x24 tensor, as there are
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24x24 locations to extract a 5x5 tile from a 28x28 grid.)
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24x24 locations to extract a 5x5 tile from a 28x28 grid.)
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