1 // 2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. 3 // SPDX-License-Identifier: MIT 4 // 5 6 #pragma once 7 8 #include "NeonBaseWorkload.hpp" 9 10 #include <arm_compute/runtime/IFunction.h> 11 #include <arm_compute/runtime/Tensor.h> 12 13 #include <memory> 14 15 namespace armnn 16 { 17 18 arm_compute::Status NeonBatchNormalizationValidate(const TensorInfo& input, 19 const TensorInfo& output, 20 const TensorInfo& mean, 21 const TensorInfo& var, 22 const TensorInfo& beta, 23 const TensorInfo& gamma, 24 const BatchNormalizationDescriptor& descriptor, 25 const ActivationDescriptor* activationDescriptor = nullptr); 26 27 class NeonBatchNormalizationWorkload : public NeonBaseWorkload<BatchNormalizationQueueDescriptor> 28 { 29 public: 30 NeonBatchNormalizationWorkload(const BatchNormalizationQueueDescriptor& descriptor, 31 const WorkloadInfo& info); 32 virtual void Execute() const override; 33 34 private: 35 std::unique_ptr<arm_compute::IFunction> m_Layer; 36 37 std::unique_ptr<arm_compute::Tensor> m_Mean; 38 std::unique_ptr<arm_compute::Tensor> m_Variance; 39 std::unique_ptr<arm_compute::Tensor> m_Gamma; 40 std::unique_ptr<arm_compute::Tensor> m_Beta; 41 42 void FreeUnusedTensors(); 43 }; 44 45 } //namespace armnn 46 47