diff options
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLPoolingLayer.h')
| -rw-r--r-- | arm_compute/runtime/CL/functions/CLPoolingLayer.h | 34 |
1 files changed, 28 insertions, 6 deletions
diff --git a/arm_compute/runtime/CL/functions/CLPoolingLayer.h b/arm_compute/runtime/CL/functions/CLPoolingLayer.h index ec1c4eb768..3dbdf8aeea 100644 --- a/arm_compute/runtime/CL/functions/CLPoolingLayer.h +++ b/arm_compute/runtime/CL/functions/CLPoolingLayer.h @@ -24,9 +24,8 @@ #ifndef ARM_COMPUTE_CLPOOLINGLAYER_H #define ARM_COMPUTE_CLPOOLINGLAYER_H -#include "arm_compute/runtime/IFunction.h" - #include "arm_compute/core/Types.h" +#include "arm_compute/runtime/IFunction.h" #include <memory> @@ -36,7 +35,7 @@ class CLCompileContext; class ICLTensor; class ITensorInfo; -/** Basic function to run @ref opencl::ClPooling */ +/** Basic function to run @ref opencl::ClPool2d */ class CLPoolingLayer : public IFunction { public: @@ -54,12 +53,28 @@ public: CLPoolingLayer &operator=(CLPoolingLayer &&) = default; /** Set the input and output tensors. * + * Valid data layouts: + * - NHWC + * - NCHW + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |QASYMM8 |QASYMM8 | + * |QASYMM8_SIGNED |QASYMM8_SIGNED | + * |F16 |F16 | + * |F32 |F32 | + * + * @note Source tensor is padded with -inf for MAX pooling and 0 otherwise + * Cases where pooling region is completely outside input tensor are not supported + * * @param[in,out] input Source tensor. (Written to only when padding != 0) 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(ICLTensor *input, ICLTensor *output, const PoolingLayerInfo &pool_info, ICLTensor *indices = nullptr); + void + configure(ICLTensor *input, ICLTensor *output, const PoolingLayerInfo &pool_info, ICLTensor *indices = nullptr); /** Set the input and output tensors. * * @param[in] compile_context The compile context to be used. @@ -68,7 +83,11 @@ public: * @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 CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output, const PoolingLayerInfo &pool_info, ICLTensor *indices = nullptr); + void configure(const CLCompileContext &compile_context, + 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 CLPoolingLayer * * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. @@ -78,7 +97,10 @@ public: * * @return a status */ - static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices = nullptr); + static Status validate(const ITensorInfo *input, + const ITensorInfo *output, + const PoolingLayerInfo &pool_info, + const ITensorInfo *indices = nullptr); // Inherited methods overridden: void run() override; |