Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "NeonQuantizeWorkload.hpp" |
| 7 | #include "NeonWorkloadUtils.hpp" |
| 8 | |
| 9 | #include <neon/NeonTensorHandle.hpp> |
| 10 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 11 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 12 | #include <arm_compute/core/Types.h> |
| 13 | |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 14 | namespace armnn |
| 15 | { |
| 16 | using namespace armcomputetensorutils; |
| 17 | |
| 18 | arm_compute::Status NeonQuantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output) |
| 19 | { |
| 20 | const arm_compute::TensorInfo neonInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input); |
| 21 | const arm_compute::TensorInfo neonOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output); |
| 22 | |
| 23 | return arm_compute::NEQuantizationLayer::validate(&neonInputInfo, &neonOutputInfo); |
| 24 | } |
| 25 | |
| 26 | NeonQuantizeWorkload::NeonQuantizeWorkload(const QuantizeQueueDescriptor& descriptor, |
| 27 | const WorkloadInfo& workloadInfo) |
| 28 | : BaseWorkload<QuantizeQueueDescriptor>(descriptor, workloadInfo) |
| 29 | { |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 30 | m_Data.ValidateInputsOutputs("NeonQuantizeWorkload", 1, 1); |
| 31 | |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 32 | arm_compute::ITensor& input = PolymorphicPointerDowncast<IAclTensorHandle>( |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 33 | m_Data.m_Inputs[0])->GetTensor(); |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 34 | arm_compute::ITensor& output = PolymorphicPointerDowncast<IAclTensorHandle>( |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 35 | m_Data.m_Outputs[0])->GetTensor(); |
| 36 | |
| 37 | m_Layer.reset(new arm_compute::NEQuantizationLayer()); |
| 38 | m_Layer->configure(&input, &output); |
| 39 | m_Layer->prepare(); |
| 40 | } |
| 41 | |
| 42 | void NeonQuantizeWorkload::Execute() const |
| 43 | { |
| 44 | if (m_Layer) |
| 45 | { |
| 46 | ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonQuantizeWorkload_Execute"); |
| 47 | m_Layer->run(); |
| 48 | } |
| 49 | } |
| 50 | |
| 51 | } // namespace armnn |