1 // 2 // Copyright © 2017,2022 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 #include <arm_compute/runtime/MemoryManagerOnDemand.h> 13 14 #include <memory> 15 16 namespace armnn 17 { 18 19 arm_compute::Status NeonConvolution2dWorkloadValidate(const TensorInfo& input, 20 const TensorInfo& output, 21 const Convolution2dDescriptor& descriptor, 22 const TensorInfo& weights, 23 const Optional<TensorInfo>& biases, 24 bool isFastMathEnabled = false, 25 const ActivationDescriptor* activationDescriptor = nullptr); 26 27 class NeonConvolution2dWorkload : public NeonBaseWorkload<Convolution2dQueueDescriptor> 28 { 29 public: 30 using BaseWorkload<Convolution2dQueueDescriptor>::m_Data; 31 32 NeonConvolution2dWorkload(const Convolution2dQueueDescriptor& descriptor, 33 const WorkloadInfo& info, 34 std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager, 35 const bool isFastMathENabled = false); 36 37 void Execute() const override; 38 39 arm_compute::ConvolutionMethod GetConvolutionMethod() const; 40 41 private: 42 std::unique_ptr<arm_compute::IFunction> m_ConvolutionLayer; 43 44 mutable std::unique_ptr<arm_compute::Tensor> m_KernelTensor; 45 mutable std::unique_ptr<arm_compute::Tensor> m_BiasTensor; 46 TensorInfo m_KernelTensorInfo; 47 TensorInfo m_BiasTensorInfo; 48 arm_compute::ConvolutionMethod m_ConvolutionMethod; 49 mutable bool prepared = false; 50 }; 51 52 } //namespace armnn 53