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Diffstat (limited to 'src/backends/neon/workloads/NeonConvolution2dBaseWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonConvolution2dBaseWorkload.hpp | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonConvolution2dBaseWorkload.hpp b/src/backends/neon/workloads/NeonConvolution2dBaseWorkload.hpp new file mode 100644 index 0000000000..6af89c1f01 --- /dev/null +++ b/src/backends/neon/workloads/NeonConvolution2dBaseWorkload.hpp @@ -0,0 +1,49 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backends/aclCommon/ArmComputeTensorUtils.hpp> +#include <backends/CpuTensorHandle.hpp> +#include <backends/neon/NeonLayerSupport.hpp> +#include <backends/neon/workloads/NeonWorkloadUtils.hpp> +#include <backends/Workload.hpp> + +#include <arm_compute/runtime/MemoryManagerOnDemand.h> + +#include <boost/optional.hpp> + +#include <memory> + +namespace armnn +{ + +arm_compute::Status NeonConvolution2dWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const Convolution2dDescriptor& descriptor, + const TensorInfo& weights, + const boost::optional<TensorInfo>& biases); + +template<armnn::DataType... dataTypes> +class NeonConvolution2dBaseWorkload : public TypedWorkload<Convolution2dQueueDescriptor, dataTypes...> +{ +public: + using TypedWorkload<Convolution2dQueueDescriptor, dataTypes...>::m_Data; + + NeonConvolution2dBaseWorkload(const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info, + std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager); + + virtual void ValidateData() const {}; + +protected: + std::unique_ptr<arm_compute::IFunction> m_ConvolutionLayer; + + std::unique_ptr<arm_compute::Tensor> m_KernelTensor; + std::unique_ptr<arm_compute::Tensor> m_BiasTensor; + + void FreeUnusedTensors(); +}; + +} //namespace armnn |