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author | Pablo Tello <pablo.tello@arm.com> | 2019-08-23 16:26:26 +0100 |
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committer | Pablo Marquez <pablo.tello@arm.com> | 2019-08-29 11:24:02 +0000 |
commit | d75f9e9a7bd192a88631972ccd82254059ce4a9d (patch) | |
tree | 8efb2f1a634d17c876d4b1f9d327e107d5b7cfca /arm_compute/runtime/NEON/functions/NEROIAlignLayer.h | |
parent | e5ecd016dec068313d8e8dbae101aeb05ea7d7a1 (diff) | |
download | ComputeLibrary-d75f9e9a7bd192a88631972ccd82254059ce4a9d.tar.gz |
COMPMID-2318: Implement NEROIAlignLayer
Change-Id: I2665c98b5d6523a9ddaef0b7c220aecd22559ce6
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1826
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEROIAlignLayer.h')
-rw-r--r-- | arm_compute/runtime/NEON/functions/NEROIAlignLayer.h | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEROIAlignLayer.h b/arm_compute/runtime/NEON/functions/NEROIAlignLayer.h new file mode 100644 index 0000000000..f28fb6b2be --- /dev/null +++ b/arm_compute/runtime/NEON/functions/NEROIAlignLayer.h @@ -0,0 +1,74 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef __ARM_COMPUTE_NEROIALIGNLAYER_H__ +#define __ARM_COMPUTE_NEROIALIGNLAYER_H__ + +#include "arm_compute/core/NEON/kernels/NEROIPoolingLayerKernel.h" +#include "arm_compute/runtime/NEON/INESimpleFunction.h" + +namespace arm_compute +{ +class ITensor; + +/** Basic function to run @ref NEROIAlignLayerKernel. + * + * This function calls the following NEON kernels: + * -# @ref NEROIAlignLayerKernel + * + */ +class NEROIAlignLayer : public INESimpleFunction +{ +public: + /** Set the input and output tensors. + * + * @param[in] input Source tensor. Data types supported: F16/F32. + * @param[in] rois ROIs tensor, it is a 2D tensor of size [5, N] (where N is the number of ROIs) containing top left and bottom right corner + * as coordinate of an image and batch_id of ROI [ batch_id, x1, y1, x2, y2 ]. Data types supported: same as @p input + * @param[out] output Destination tensor. Data types supported: Same as @p input. + * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. + * + * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled + * width and pooled height. + * @note The z dimensions of @p output tensor and @p input tensor must be the same. + * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. + */ + void configure(const ITensor *input, const ITensor *rois, ITensor *output, const ROIPoolingLayerInfo &pool_info); + /** Static function to check if given info will lead to a valid configuration of @ref NEROIAlignLayer + * + * @param[in] input Source tensor info. Data types supported: F16/F32. + * @param[in] rois ROIs tensor info. Data types supported: same as @p input + * @param[in] output Destination tensor info. Data types supported: Same as @p input. + * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. + * + * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled + * width and pooled height. + * @note The z dimensions of @p output tensor and @p input tensor must be the same. + * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. + * + * @return a Status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *rois, ITensorInfo *output, const ROIPoolingLayerInfo &pool_info); +}; +} // namespace arm_compute +#endif /* __ARM_COMPUTE_NEROIALIGNLAYER_H__ */ |