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Diffstat (limited to 'src/backends/neon/workloads/NeonDepthwiseConvolutionWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonDepthwiseConvolutionWorkload.hpp | 36 |
1 files changed, 36 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonDepthwiseConvolutionWorkload.hpp b/src/backends/neon/workloads/NeonDepthwiseConvolutionWorkload.hpp new file mode 100644 index 0000000000..fb93fe8ea0 --- /dev/null +++ b/src/backends/neon/workloads/NeonDepthwiseConvolutionWorkload.hpp @@ -0,0 +1,36 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backends/neon/workloads/NeonWorkloadUtils.hpp> + +namespace armnn +{ + +arm_compute::Status NeonDepthwiseConvolutionWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const DepthwiseConvolution2dDescriptor& descriptor, + const TensorInfo& weights, + const Optional<TensorInfo>& biases); + +class NeonDepthwiseConvolutionWorkload : public BaseWorkload<DepthwiseConvolution2dQueueDescriptor> +{ +public: + NeonDepthwiseConvolutionWorkload(const DepthwiseConvolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info); + + virtual void Execute() const override; + +private: + mutable std::unique_ptr<arm_compute::IFunction> m_pDepthwiseConvolutionLayer; + + std::unique_ptr<arm_compute::Tensor> m_KernelTensor; + std::unique_ptr<arm_compute::Tensor> m_BiasTensor; + + void FreeUnusedTensors(); +}; + +} // namespace armnn |