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| author | Suhail Munshi <MohammedSuhail.Munshi@arm.com> | 2021-02-09 16:31:00 +0000 |
|---|---|---|
| committer | Mohmun02 <MohammedSuhail.Munshi@arm.com> | 2021-03-19 16:24:35 +0000 |
| commit | ab8408872f49c9429c84d83de665c55e31a500b2 (patch) | |
| tree | ca67bfa1722091de8d4e93803ad8267e15ef6462 /src/core/NEON/kernels/NEROIPoolingLayerKernel.h | |
| parent | a50f19346c5b79e2743f882ce0c691c07076f207 (diff) | |
| download | ComputeLibrary-ab8408872f49c9429c84d83de665c55e31a500b2.tar.gz | |
Added Qasymm8 datatype support to NEROIPoolingLayer with Tests
Tests added to check ROIPooling Layer against reference with both Float32 and Qasymm8 input.
Resolves : COMPMID-2319
Change-Id: I867bc4dde1e3e91f9f42f4a7ce8debfe83b8db50
Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/296640
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Comments-Addressed: Pablo Tello <pablo.tello@arm.com>
Signed-off-by: Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5060
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/NEROIPoolingLayerKernel.h')
| -rw-r--r-- | src/core/NEON/kernels/NEROIPoolingLayerKernel.h | 24 |
1 files changed, 20 insertions, 4 deletions
diff --git a/src/core/NEON/kernels/NEROIPoolingLayerKernel.h b/src/core/NEON/kernels/NEROIPoolingLayerKernel.h index 36424172a6..2fcdb81eb6 100644 --- a/src/core/NEON/kernels/NEROIPoolingLayerKernel.h +++ b/src/core/NEON/kernels/NEROIPoolingLayerKernel.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -55,7 +55,7 @@ public: /** Set the input and output tensors. * - * @param[in] input Source tensor. Data types supported: F32. + * @param[in] input Source tensor. Data types supported: QASYMM8/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: U16 * @param[out] output Destination tensor. Data types supported: Same as @p input. @@ -66,15 +66,31 @@ public: * @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 tensor. */ - void configure(const ITensor *input, const ITensor *rois, ITensor *output, const ROIPoolingLayerInfo &pool_info); + void configure(const ITensor *input, const ITensor *rois, const ITensor *output, const ROIPoolingLayerInfo &pool_info); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; + /** Static function to check if given info will lead to a valid configuration of @ref NEROIPoolingLayerKernel + * + * @param[in] input Source tensor info. Data types supported: QASYMM8/F32. + * @param[in] rois ROIs tensor info. Data types supported: U16 + * @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 datatype of @p output should be the same as the datatype of @p input + * @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, const ITensorInfo *output, const ROIPoolingLayerInfo &pool_info); + private: const ITensor *_input; const ITensor *_rois; - ITensor *_output; + const ITensor *_output; ROIPoolingLayerInfo _pool_info; }; } // namespace arm_compute |