From ab8cdc13443408d727fd38be42315cf942251940 Mon Sep 17 00:00:00 2001 From: Matthew Bentham Date: Mon, 17 Sep 2018 11:17:41 +0100 Subject: IVGCVSW-949 Add 8-bit fully connected support Change-Id: I0953bb8dbc4b76001f207e37c8c2742a6ebd888b --- .../ClWorkloads/ClFullyConnectedWorkload.hpp | 42 ++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 src/armnn/backends/ClWorkloads/ClFullyConnectedWorkload.hpp (limited to 'src/armnn/backends/ClWorkloads/ClFullyConnectedWorkload.hpp') diff --git a/src/armnn/backends/ClWorkloads/ClFullyConnectedWorkload.hpp b/src/armnn/backends/ClWorkloads/ClFullyConnectedWorkload.hpp new file mode 100644 index 0000000000..7aa9b86e15 --- /dev/null +++ b/src/armnn/backends/ClWorkloads/ClFullyConnectedWorkload.hpp @@ -0,0 +1,42 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include "backends/ClWorkloadUtils.hpp" + +#include "arm_compute/runtime/MemoryManagerOnDemand.h" + +#include + +namespace armnn +{ + +arm_compute::Status ClFullyConnectedWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const TensorInfo& weights, + const TensorInfo& biases, + const FullyConnectedDescriptor& descriptor); + +class ClFullyConnectedWorkload : public armnn::BaseWorkload +{ +public: + ClFullyConnectedWorkload(const armnn::FullyConnectedQueueDescriptor& descriptor, + const armnn::WorkloadInfo& info, + std::shared_ptr& memoryManager); + + using armnn::BaseWorkload::m_Data; + void Execute() const override; + +private: + mutable arm_compute::CLFullyConnectedLayer m_FullyConnectedLayer; + + std::unique_ptr m_WeightsTensor; + std::unique_ptr m_BiasesTensor; + + void FreeUnusedTensors(); +}; + +} //namespace armnn -- cgit v1.2.1