From cc1f6c94f1fc3b5d5ccbd5aa43e2a08487664f50 Mon Sep 17 00:00:00 2001 From: morgolock Date: Tue, 24 Mar 2020 09:26:48 +0000 Subject: MLCE-166: Add support for extracting indices in NEPoolingLayer 2x2 NCHW * Added initial support for pooling indices * Only supported for NCHW Poolsize 2 Change-Id: I92ce767e64fcc01aae89411064b4cb2be272a1e9 Signed-off-by: morgolock Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2927 Comments-Addressed: Arm Jenkins Reviewed-by: Georgios Pinitas Reviewed-by: Sang-Hoon Park Tested-by: Arm Jenkins --- arm_compute/core/CL/kernels/CLPoolingLayerKernel.h | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) (limited to 'arm_compute/core/CL') diff --git a/arm_compute/core/CL/kernels/CLPoolingLayerKernel.h b/arm_compute/core/CL/kernels/CLPoolingLayerKernel.h index 4b3ee24333..fdd10f3f66 100644 --- a/arm_compute/core/CL/kernels/CLPoolingLayerKernel.h +++ b/arm_compute/core/CL/kernels/CLPoolingLayerKernel.h @@ -55,17 +55,19 @@ public: * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] output Destination tensor. Data types supported: Same as @p input. * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. + * @param[out] indices (optional) The indices of the maximal values. Data type supported: U32. */ - void configure(const ICLTensor *input, ICLTensor *output, const PoolingLayerInfo &pool_info); + void configure(const ICLTensor *input, ICLTensor *output, const PoolingLayerInfo &pool_info, ICLTensor *indices = nullptr); /** Static function to check if given info will lead to a valid configuration of @ref CLPoolingLayerKernel * * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] output Destination tensor info. Data types supported: Same as @p input. * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. + * @param[in] indices (optional) The indices of the maximal values. Data type supported: U32. * * @return a status */ - static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info); + static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices = nullptr); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; @@ -74,6 +76,7 @@ public: public: const ICLTensor *_input; ICLTensor *_output; + ICLTensor *_indices; PoolingLayerInfo _pool_info; DataLayout _data_layout; BorderSize _border_size; -- cgit v1.2.1