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author | Mike Kelly <mike.kelly@arm.com> | 2019-05-22 17:21:49 +0100 |
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committer | Ruomei Yan <ruomei.yan@arm.com> | 2019-05-23 09:23:19 +0000 |
commit | 9b3983299f882c8d84c5abd0d40ca75a801ea7f2 (patch) | |
tree | 40866201c7a65b5c4d10034b5f03a35070cc961f /src/backends/reference/workloads/RefConvolution2dWorkload.hpp | |
parent | 31b2e134c392617de7a41c56d460ac494eab0140 (diff) | |
download | armnn-9b3983299f882c8d84c5abd0d40ca75a801ea7f2.tar.gz |
IVGCVSW-3025: Refactor reference Convolution2d workload
* Refactored RefConvolution2dWorkload to support all DataTypes through Encoders and Decoders.
* Added Convolute function to ConvImpl that uses Encoders and Decoders to support all DataTypes.
* Deleted RefConvolution2dFloat32Workload and RefConvolution2dUint8Workload.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic5ef0f499d08b948fa65fdee54b5f681fd0b1c05
Diffstat (limited to 'src/backends/reference/workloads/RefConvolution2dWorkload.hpp')
-rw-r--r-- | src/backends/reference/workloads/RefConvolution2dWorkload.hpp | 41 |
1 files changed, 41 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefConvolution2dWorkload.hpp b/src/backends/reference/workloads/RefConvolution2dWorkload.hpp new file mode 100644 index 0000000000..b6bdf23ffa --- /dev/null +++ b/src/backends/reference/workloads/RefConvolution2dWorkload.hpp @@ -0,0 +1,41 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/Workload.hpp> +#include <backendsCommon/WorkloadData.hpp> +#include "Decoders.hpp" +#include "Encoders.hpp" + +namespace armnn +{ + +class RefConvolution2dWorkload : public BaseWorkload<Convolution2dQueueDescriptor> +{ +public: + explicit RefConvolution2dWorkload(const Convolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info); + + void PostAllocationConfigure() override; + + virtual void Execute() const override; + +private: + std::unique_ptr<ScopedCpuTensorHandle> m_Weight; + std::unique_ptr<ScopedCpuTensorHandle> m_Bias; + + std::unique_ptr<Decoder<float>> m_InputDecoder; + std::unique_ptr<Encoder<float>> m_OutputEncoder; + std::unique_ptr<Decoder<float>> m_FilterDecoder; + std::unique_ptr<Decoder<float>> m_BiasDecoder; + + TensorShape m_InputShape; + TensorShape m_OutputShape; + TensorShape m_FilterShape; +}; + +} //namespace armnn + |