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Diffstat (limited to 'src/backends/neon/workloads/NeonFullyConnectedWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonFullyConnectedWorkload.hpp | 40 |
1 files changed, 40 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonFullyConnectedWorkload.hpp b/src/backends/neon/workloads/NeonFullyConnectedWorkload.hpp new file mode 100644 index 0000000000..9ffac96a86 --- /dev/null +++ b/src/backends/neon/workloads/NeonFullyConnectedWorkload.hpp @@ -0,0 +1,40 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backends/neon/workloads/NeonWorkloadUtils.hpp> + +#include <arm_compute/runtime/MemoryManagerOnDemand.h> + +#include <memory> + +namespace armnn +{ + +arm_compute::Status NeonFullyConnectedWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const TensorInfo& weights, + const TensorInfo& biases, + const FullyConnectedDescriptor& descriptor); + +class NeonFullyConnectedWorkload : public BaseWorkload<FullyConnectedQueueDescriptor> +{ +public: + NeonFullyConnectedWorkload(const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info, + std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager); + virtual void Execute() const override; + +private: + mutable arm_compute::NEFullyConnectedLayer m_FullyConnectedLayer; + + std::unique_ptr<arm_compute::Tensor> m_WeightsTensor; + std::unique_ptr<arm_compute::Tensor> m_BiasesTensor; + + void FreeUnusedTensors(); +}; + +} //namespace armnn + |