diff options
Diffstat (limited to 'src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h')
| -rw-r--r-- | src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h | 60 |
1 files changed, 30 insertions, 30 deletions
diff --git a/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h b/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h index 9312073ce8..679ade0fae 100644 --- a/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h +++ b/src/core/NEON/kernels/NEBatchNormalizationLayerKernel.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2020, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -21,8 +21,10 @@ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ -#ifndef ARM_COMPUTE_NEBATCHNORMALIZATIONLAYERKERNEL_H -#define ARM_COMPUTE_NEBATCHNORMALIZATIONLAYERKERNEL_H +#ifndef ACL_SRC_CORE_NEON_KERNELS_NEBATCHNORMALIZATIONLAYERKERNEL_H +#define ACL_SRC_CORE_NEON_KERNELS_NEBATCHNORMALIZATIONLAYERKERNEL_H + +#include "arm_compute/function_info/ActivationLayerInfo.h" #include "src/core/NEON/INEKernel.h" @@ -67,7 +69,13 @@ public: * @param[in] epsilon (Optional) Small value to avoid division with zero. Default value is 0.001f. * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Only RELU, BOUNDED_RELU and LU_BOUNDED_RELU supported. */ - void configure(ITensor *input, ITensor *output, const ITensor *mean, const ITensor *var, const ITensor *beta = nullptr, const ITensor *gamma = nullptr, float epsilon = 0.001f, + void configure(ITensor *input, + ITensor *output, + const ITensor *mean, + const ITensor *var, + const ITensor *beta = nullptr, + const ITensor *gamma = nullptr, + float epsilon = 0.001f, ActivationLayerInfo act_info = ActivationLayerInfo()); /** Static function to check if given info will lead to a valid configuration of @ref NEBatchNormalizationLayerKernel * @@ -84,10 +92,14 @@ public: * * @return a status */ - static Status validate(const ITensorInfo *input, const ITensorInfo *output, - const ITensorInfo *mean, const ITensorInfo *var, - const ITensorInfo *beta = nullptr, const ITensorInfo *gamma = nullptr, - float epsilon = 0.001f, ActivationLayerInfo act_info = ActivationLayerInfo()); + static Status validate(const ITensorInfo *input, + const ITensorInfo *output, + const ITensorInfo *mean, + const ITensorInfo *var, + const ITensorInfo *beta = nullptr, + const ITensorInfo *gamma = nullptr, + float epsilon = 0.001f, + ActivationLayerInfo act_info = ActivationLayerInfo()); // Inherited methods overridden: void run(const Window &window, const ThreadInfo &info) override; @@ -98,31 +110,19 @@ private: /** Configure execution function in case of fused activation **/ void configure_fused(); - /** Template function to run batch normalization on fp32 - * - * @tparam T Specialization data type - * @tparam fused_activation Boolean that flags if its a fused activation or not - * @tparam F Activation function functor to run - * - * @param[in] window Region on which to execute the kernel. (Must be a valid region of the window returned by window()). - */ - template <typename T, bool fused_activation, typename F> - void batch_normalization_nchw(const Window &window); - /** Template function to run batch normalization on fp32 on tensors with NHWC format - * - * @tparam T Specialization data type - * @tparam fused_activation Boolean that flags if its a fused activation or not - * @tparam F Activation function functor to run - * - * @param[in] window Region on which to execute the kernel. (Must be a valid region of the window returned by window()). - */ - template <typename T, bool fused_activation, typename F> - void batch_normalization_nhwc(const Window &window); /** Common signature for all the batch normalization functions * * @param[in] window Region on which to execute the kernel. */ - using BatchNormFunctionPtr = void (NEBatchNormalizationLayerKernel::*)(const Window &window); + using BatchNormFunctionPtr = void (*)(const Window &window, + ITensor *input, + ITensor *output, + const ITensor *mean, + const ITensor *var, + const ITensor *beta, + const ITensor *gamma, + float epsilon, + ActivationLayerInfo act_info); private: BatchNormFunctionPtr _func; @@ -136,4 +136,4 @@ private: ActivationLayerInfo _act_info; }; } // namespace arm_compute -#endif /*ARM_COMPUTE_NEBATCHNORMALIZATIONLAYERKERNEL_H */ +#endif // ACL_SRC_CORE_NEON_KERNELS_NEBATCHNORMALIZATIONLAYERKERNEL_H |