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@@ -398,22 +398,22 @@ class Pad(Cell): |
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paddings are int type. For `D` th dimension of input, paddings[D, 0] indicates how many sizes to be |
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extended ahead of the `D` th dimension of the input tensor, and paddings[D, 1] indicates how many sizes to |
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be extended behind of the `D` th dimension of the input tensor. |
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mode (string): Specifies padding mode. The optional values are "CONSTANT", "REFLECT", "SYMMETRIC". |
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mode (str): Specifies padding mode. The optional values are "CONSTANT", "REFLECT", "SYMMETRIC". |
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Default: "CONSTANT". |
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Inputs: |
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- ** input_x** (Tensor) - The input tensor. |
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- **input_x** (Tensor) - The input tensor. |
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Outputs: |
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Tensor, the tensor after padding. |
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- If `mode` is "CONSTANT", it fill the edge with 0, regardless of the values of the `input_x`. |
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- If `mode` is "CONSTANT", it fills the edge with 0, regardless of the values of the `input_x`. |
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If the `input_x` is [[1,2,3],[4,5,6],[7,8,9]] and `paddings` is [[1,1],[2,2]], then the |
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Outputs is [[0,0,0,0,0,0,0],[0,0,1,2,3,0,0],[0,0,4,5,6,0,0],[0,0,7,8,9,0,0],[0,0,0,0,0,0,0]]. |
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- If 'mode` is "REFLECT", it uses a way of symmetrical copying throught the axis of symmetry to fill in, |
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symmetry. If the `input_x` is [[1,2,3],[4,5,6],[7,8,9]] and `paddings` is [[1,1],[2,2]], then the |
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- If `mode` is "REFLECT", it uses a way of symmetrical copying throught the axis of symmetry to fill in. |
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If the `input_x` is [[1,2,3],[4,5,6],[7,8,9]] and `paddings` is [[1,1],[2,2]], then the |
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Outputs is [[6,5,4,5,6,5,4],[3,2,1,2,3,2,1],[6,5,4,5,6,5,4],[9,8,7,8,9,8,7],[6,5,4,5,6,5,4]]. |
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- If 'mode' is "SYMMETRIC", the filling method is similar to the "REFLECT". It is also copied |
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- If `mode` is "SYMMETRIC", the filling method is similar to the "REFLECT". It is also copied |
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according to the symmetry axis, except that it includes the symmetry axis. If the `input_x` |
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is [[1,2,3],[4,5,6],[7,8,9]] and `paddings` is [[1,1],[2,2]], then the Outputs is |
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[[2,1,1,2,3,3,2],[2,1,1,2,3,3,2],[5,4,4,5,6,6,5],[8,7,7,8,9,9,8],[8,7,7,8,9,9,8]]. |
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