| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "NeonDequantizeWorkload.hpp" |
| |
| #include "NeonWorkloadUtils.hpp" |
| |
| #include <arm_compute/runtime/NEON/functions/NEDequantizationLayer.h> |
| |
| #include <aclCommon/ArmComputeTensorUtils.hpp> |
| #include <armnn/utility/PolymorphicDowncast.hpp> |
| #include <backendsCommon/CpuTensorHandle.hpp> |
| #include <neon/NeonTensorHandle.hpp> |
| |
| namespace armnn |
| { |
| |
| using namespace armcomputetensorutils; |
| |
| arm_compute::Status NeonDequantizeWorkloadValidate(const TensorInfo& input, |
| const TensorInfo& output) |
| { |
| const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input); |
| const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output); |
| |
| return arm_compute::NEDequantizationLayer::validate(&aclInput, &aclOutput); |
| } |
| |
| NeonDequantizeWorkload::NeonDequantizeWorkload(const DequantizeQueueDescriptor& descriptor, const WorkloadInfo& info) |
| : BaseWorkload<DequantizeQueueDescriptor>(descriptor, info) |
| { |
| m_Data.ValidateInputsOutputs("NeonDequantizeWorkload", 1, 1); |
| |
| arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
| |
| std::unique_ptr<arm_compute::NEDequantizationLayer> layer(new arm_compute::NEDequantizationLayer()); |
| layer->configure(&input, &output); |
| layer->prepare(); |
| m_Layer.reset(layer.release()); |
| } |
| |
| void NeonDequantizeWorkload::Execute() const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonDequantizeWorkload_Execute"); |
| m_Layer->run(); |
| } |
| |
| } //namespace armnn |
| |