diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NENormalizationLayer.h')
| -rw-r--r-- | arm_compute/runtime/NEON/functions/NENormalizationLayer.h | 28 |
1 files changed, 19 insertions, 9 deletions
diff --git a/arm_compute/runtime/NEON/functions/NENormalizationLayer.h b/arm_compute/runtime/NEON/functions/NENormalizationLayer.h index fbc2f6f95b..27e3fa674e 100644 --- a/arm_compute/runtime/NEON/functions/NENormalizationLayer.h +++ b/arm_compute/runtime/NEON/functions/NENormalizationLayer.h @@ -24,9 +24,8 @@ #ifndef ARM_COMPUTE_NENORMALIZATIONLAYER_H #define ARM_COMPUTE_NENORMALIZATIONLAYER_H -#include "arm_compute/runtime/IFunction.h" - #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 "arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h" @@ -39,7 +38,7 @@ namespace arm_compute class ITensor; class NENormalizationLayerKernel; -/** Basic function to compute a normalization layer. This function calls the following Neon kernels: +/** Basic function to compute a normalization layer. This function calls the following kernels: * * -# @ref NEPixelWiseMultiplication * -# @ref NEFillBorderKernel @@ -63,6 +62,16 @@ public: ~NENormalizationLayer(); /** Set the input and output tensors. * + * Valid data layouts: + * - NHWC + * - NCHW + * + * Valid data type configurations: + * |src |dst | + * |:--------|:---------| + * |F32 |F32 | + * |F16 |F16 | + * * @param[in] input Source tensor. 3 lower dims represent a single input with dimensions [width, height, IFM], * and an optional 4th dimension for batch of inputs. Data type supported: F16/F32. Data layouts supported: NCHW/NHWC. * @param[out] output Destination with the same dimensions, data type, data layout and number of channels of @p input @@ -78,16 +87,17 @@ public: * * @return a status */ - static Status validate(const ITensorInfo *input, const ITensorInfo *output, const NormalizationLayerInfo &norm_info); + static Status + validate(const ITensorInfo *input, const ITensorInfo *output, const NormalizationLayerInfo &norm_info); // Inherited methods overridden: void run() override; private: - MemoryGroup _memory_group; /**< Function memory group */ - std::unique_ptr<NENormalizationLayerKernel> _norm_kernel; /**< Normalization layer kernel */ - NEPixelWiseMultiplication _multiply_f; /**< Pixel multiplication function */ - Tensor _input_squared; /**< The intermediate buffer which stores results of squaring input */ + MemoryGroup _memory_group; /**< Function memory group */ + std::unique_ptr<NENormalizationLayerKernel> _norm_kernel; /**< Normalization layer kernel */ + NEPixelWiseMultiplication _multiply_f; /**< Pixel multiplication function */ + Tensor _input_squared; /**< The intermediate buffer which stores results of squaring input */ }; -} +} // namespace arm_compute #endif /* ARM_COMPUTE_NENORMALIZATIONLAYER_H */ |