diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEPoolingLayer.h')
| -rw-r--r-- | arm_compute/runtime/NEON/functions/NEPoolingLayer.h | 28 |
1 files changed, 22 insertions, 6 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEPoolingLayer.h b/arm_compute/runtime/NEON/functions/NEPoolingLayer.h index e374348f98..768ad0d818 100644 --- a/arm_compute/runtime/NEON/functions/NEPoolingLayer.h +++ b/arm_compute/runtime/NEON/functions/NEPoolingLayer.h @@ -27,6 +27,7 @@ #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" +#include "arm_compute/runtime/MemoryGroup.h" #include <memory> @@ -36,11 +37,9 @@ namespace arm_compute class ITensor; class ITensorInfo; -/** Basic function to simulate a pooling layer with the specified pooling operation. This function calls the following Neon kernels: +/** Basic function to simulate a pooling layer with the specified pooling operation. This function calls the following kernels: * - * -# @ref NEFillBorderKernel (executed if padding size is different from zero) - * -# @ref cpu::kernels::CpuPoolingKernel - * -# @ref cpu::CpuPoolingAssemblyDispatch + * -# @ref cpu::CpuPool2d */ class NEPoolingLayer : public IFunction { @@ -59,7 +58,21 @@ public: ~NEPoolingLayer(); /** 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 F16 is supported for pool sizes 2 and 3 only + * @note Source tensor is padded with -inf for MAX pooling and 0 otherwise + * Cases where pooling region is completely outside input tensor are only supported for floating point data type * * @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. @@ -78,7 +91,10 @@ 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; @@ -87,5 +103,5 @@ private: struct Impl; std::unique_ptr<Impl> _impl; }; -} +} // namespace arm_compute #endif /* ARM_COMPUTE_NEPOOLINGLAYER_H */ |