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Deformable convolution v8: ngraph part (#6443)

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* Deformable convolution: ngraph part

* fix docs

* add visitor api tests

* apply review remarks
This commit is contained in:
Ivan Tikhonov
2021-07-02 19:31:09 +03:00
committed by GitHub
parent 9d9bba62a4
commit 033274c141
9 changed files with 2130 additions and 243 deletions
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13
docs/ops/convolution/DeformableConvolution_8.md
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@@ -96,12 +96,12 @@ Where
* **Default value**: `1`
* **Required**: *no*
* *bilinear_interpolation_padding*
* *bilinear_interpolation_pad*
* **Description**: *bilinear_interpolation_padding* is the number of pixels outside of the feature map boundary to apply bilinear interpolation.
* **Range of values**: non-negative integer value
* **Type**: `int`
* **Default value**: `0`
* **Description**: if *bilinear_interpolation_pad* is `true` and the sampling location is within one pixel outside of the feature map boundary, then bilinear interpolation is performed on the zero padded feature map. If *bilinear_interpolation_pad* is `false` and the sampling location is within one pixel outside of the feature map boundary, then the sampling location shifts to the inner boundary of the feature map.
* **Range of values**: `False` or `True`
* **Type**: `boolean`
* **Default value**: `False`
* **Required**: *no*
**Inputs**:
@@ -112,7 +112,7 @@ Where
* **3**: Kernel tensor of type *T* and rank 4. Layout is `OIYX` (number of output channels, number of input channels, spatial axes Y and X). **Required.**
* **4**: ModulationScalars tensor of type *T2* and rank 4, the values are within [0, 1]. Layout is `NCYX` (number of batches, *deformable_group* \* kernel_Y \* kernel_X, spatial axes Y and X). If the input is not provided, the values are assumed to be equal to 1. **Optional.**
* **4**: Mask tensor of type *T* and rank 4. Layout is `NCYX` (number of batches, *deformable_group* \* kernel_Y \* kernel_X, spatial axes Y and X). If the input is not provided, the values are assumed to be equal to 1. **Optional.**
**Outputs**:
@@ -122,7 +122,6 @@ Where
**Types**:
* *T*: Any numeric type.
* *T2*: Any supported floating point.
**Example**