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Diffstat (limited to 'src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp | 45 |
1 files changed, 45 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp b/src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp new file mode 100644 index 0000000000..995495e2ab --- /dev/null +++ b/src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp @@ -0,0 +1,45 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/Workload.hpp> + +#include <arm_compute/runtime/IFunction.h> +#include <arm_compute/runtime/Tensor.h> +#include <arm_compute/runtime/MemoryManagerOnDemand.h> + +#include <arm_compute/runtime/NEON/functions/NEDeconvolutionLayer.h> + +#include <memory> + +namespace armnn +{ + +arm_compute::Status NeonTransposeConvolution2dWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const TransposeConvolution2dDescriptor& descriptor, + const TensorInfo& weights, + const Optional<TensorInfo>& biases); + +class NeonTransposeConvolution2dWorkload : public BaseWorkload<TransposeConvolution2dQueueDescriptor> +{ +public: + NeonTransposeConvolution2dWorkload(const TransposeConvolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info, + std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager); + + void Execute() const override; + +private: + std::unique_ptr<arm_compute::NEDeconvolutionLayer> m_Layer; + + std::unique_ptr<arm_compute::Tensor> m_KernelTensor; + std::unique_ptr<arm_compute::Tensor> m_BiasTensor; + + void FreeUnusedTensors(); +}; + +} //namespace armnn |