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author | Sadik Armagan <sadik.armagan@arm.com> | 2019-08-12 14:11:37 +0100 |
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committer | Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> | 2019-08-20 17:29:38 +0100 |
commit | 581742d8b6c25bf0917d6bdcd5f9b8a5e72b370d (patch) | |
tree | 5f5840f77c6363cafcd97ec8af3b32edd1804c78 /src/backends/neon/workloads/NeonTransposeConvolution2dWorkload.hpp | |
parent | bfeb2711da172b26931c58af7b15d434ef49e24e (diff) | |
download | armnn-581742d8b6c25bf0917d6bdcd5f9b8a5e72b370d.tar.gz |
IVGCVSW-3163 Support Neon TransposeConv2d
* NEON support for TransposeConolution2d
* Indentation fix on SpaceToDepth LayerSupport method
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Aron Virginas-Tar <aron.virginas-tar@arm.com>
Change-Id: Ie3a01a22e05f62f475f768dfe05ce561d2f3b0ad
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 |