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Diffstat (limited to 'src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp b/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp new file mode 100644 index 0000000000..52e4db7c90 --- /dev/null +++ b/src/backends/neon/workloads/NeonBatchNormalizationWorkload.hpp @@ -0,0 +1,40 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <neon/workloads/NeonWorkloadUtils.hpp> + +namespace armnn +{ + +arm_compute::Status NeonBatchNormalizationValidate(const TensorInfo& input, + const TensorInfo& output, + const TensorInfo& mean, + const TensorInfo& var, + const TensorInfo& beta, + const TensorInfo& gamma, + const BatchNormalizationDescriptor& descriptor); + +class NeonBatchNormalizationWorkload : public BaseWorkload<BatchNormalizationQueueDescriptor> +{ +public: + NeonBatchNormalizationWorkload(const BatchNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info); + virtual void Execute() const override; + +private: + mutable arm_compute::NEBatchNormalizationLayer m_Layer; + + std::unique_ptr<arm_compute::Tensor> m_Mean; + std::unique_ptr<arm_compute::Tensor> m_Variance; + std::unique_ptr<arm_compute::Tensor> m_Gamma; + std::unique_ptr<arm_compute::Tensor> m_Beta; + + void FreeUnusedTensors(); +}; + +} //namespace armnn + |