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author | Hoeseong Kim <hsgkim@snu.ac.kr> | 2018-08-20 00:41:57 +0900 |
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committer | Hoeseong Kim <hsgkim@snu.ac.kr> | 2018-08-20 00:41:57 +0900 |
commit | ad18b2dd923329ef598ee12b9bafd7fc63d7013d (patch) | |
tree | 8a67eaeaab83e0a8980b723e129614f17536f467 /tensorflow/core/api_def | |
parent | 3b061fce8b9a1c867f2798d51b5375ea3a03b385 (diff) |
Implement extract_volume_patches
Diffstat (limited to 'tensorflow/core/api_def')
-rw-r--r-- | tensorflow/core/api_def/base_api/api_def_ExtractVolumePatches.pbtxt | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/tensorflow/core/api_def/base_api/api_def_ExtractVolumePatches.pbtxt b/tensorflow/core/api_def/base_api/api_def_ExtractVolumePatches.pbtxt new file mode 100644 index 0000000000..3499ade368 --- /dev/null +++ b/tensorflow/core/api_def/base_api/api_def_ExtractVolumePatches.pbtxt @@ -0,0 +1,49 @@ +op { + graph_op_name: "ExtractVolumePatches" + in_arg { + name: "images" + description: <<END +5-D Tensor with shape `[batch, in_rows, in_cols, depth]`. +END + } + out_arg { + name: "patches" + description: <<END +5-D Tensor with shape `[batch, out_planes, out_rows, out_cols, +ksize_planes * ksize_rows * ksize_cols * depth]` containing image +patches with size `ksize_patches x ksize_rows x ksize_cols x depth` +vectorized in the "depth" dimension. Note `out_planes`, `out_rows` and +`out_cols` are the dimensions of the output patches. +END + } + attr { + name: "ksizes" + description: <<END +The size of the sliding window for each dimension of `images`. +END + } + attr { + name: "strides" + description: <<END +1-D of length 5. How far the centers of two consecutive patches are in +the images. Must be: `[1, stride_planes, stride_rows, stride_cols, 1]`. +END + } + attr { + name: "padding" + description: <<END +The type of padding algorithm to use. + +We specify the size-related attributes as: + +```python + ksizes = [1, ksize_planes, ksize_rows, ksize_cols, 1] + strides = [1, stride_planes, strides_rows, strides_cols, 1] +``` +END + } + summary: <<END +Extract `patches` from `images` and put them in the \"depth\" output +dimension. 3D extension of `extract_image_patches`. +END +} |