Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "NeonDequantizeWorkload.hpp" |
| 7 | |
| 8 | #include "NeonWorkloadUtils.hpp" |
| 9 | |
Matthew Bentham | 5e98b01 | 2020-01-24 23:11:43 +0000 | [diff] [blame] | 10 | #include <arm_compute/runtime/NEON/functions/NEDequantizationLayer.h> |
| 11 | |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 12 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 13 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 14 | #include <backendsCommon/CpuTensorHandle.hpp> |
| 15 | #include <neon/NeonTensorHandle.hpp> |
| 16 | |
| 17 | namespace armnn |
| 18 | { |
| 19 | |
| 20 | using namespace armcomputetensorutils; |
| 21 | |
| 22 | arm_compute::Status NeonDequantizeWorkloadValidate(const TensorInfo& input, |
| 23 | const TensorInfo& output) |
| 24 | { |
| 25 | const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input); |
| 26 | const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output); |
| 27 | |
| 28 | return arm_compute::NEDequantizationLayer::validate(&aclInput, &aclOutput); |
| 29 | } |
| 30 | |
| 31 | NeonDequantizeWorkload::NeonDequantizeWorkload(const DequantizeQueueDescriptor& descriptor, const WorkloadInfo& info) |
| 32 | : BaseWorkload<DequantizeQueueDescriptor>(descriptor, info) |
| 33 | { |
| 34 | m_Data.ValidateInputsOutputs("NeonDequantizeWorkload", 1, 1); |
| 35 | |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 36 | arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| 37 | arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 38 | |
Matthew Bentham | 5e98b01 | 2020-01-24 23:11:43 +0000 | [diff] [blame] | 39 | std::unique_ptr<arm_compute::NEDequantizationLayer> layer(new arm_compute::NEDequantizationLayer()); |
| 40 | layer->configure(&input, &output); |
| 41 | layer->prepare(); |
| 42 | m_Layer.reset(layer.release()); |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 43 | } |
| 44 | |
| 45 | void NeonDequantizeWorkload::Execute() const |
| 46 | { |
| 47 | ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonDequantizeWorkload_Execute"); |
| 48 | m_Layer->run(); |
| 49 | } |
| 50 | |
| 51 | } //namespace armnn |
| 52 | |