1 // 2 // Copyright © 2017 Arm Ltd. All rights reserved. 3 // SPDX-License-Identifier: MIT 4 // 5 6 #pragma once 7 8 #include <backendsCommon/Workload.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 <arm_compute/runtime/NEON/functions/NEDeconvolutionLayer.h> 15 16 #include <memory> 17 18 namespace armnn 19 { 20 21 arm_compute::Status NeonTransposeConvolution2dWorkloadValidate(const TensorInfo& input, 22 const TensorInfo& output, 23 const TransposeConvolution2dDescriptor& descriptor, 24 const TensorInfo& weights, 25 const Optional<TensorInfo>& biases); 26 27 class NeonTransposeConvolution2dWorkload : public BaseWorkload<TransposeConvolution2dQueueDescriptor> 28 { 29 public: 30 NeonTransposeConvolution2dWorkload(const TransposeConvolution2dQueueDescriptor& descriptor, 31 const WorkloadInfo& info, 32 std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager); 33 34 void Execute() const override; 35 36 private: 37 std::unique_ptr<arm_compute::NEDeconvolutionLayer> m_Layer; 38 39 std::unique_ptr<arm_compute::Tensor> m_KernelTensor; 40 std::unique_ptr<arm_compute::Tensor> m_BiasTensor; 41 42 void FreeUnusedTensors(); 43 }; 44 45 } //namespace armnn 46