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> |
| 11 | #include <arm_compute/core/Types.h> |
| 12 | |
| 13 | #include <boost/polymorphic_pointer_cast.hpp> |
| 14 | |
| 15 | namespace armnn |
| 16 | { |
| 17 | using namespace armcomputetensorutils; |
| 18 | |
| 19 | arm_compute::Status NeonQuantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output) |
| 20 | { |
| 21 | const arm_compute::TensorInfo neonInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input); |
| 22 | const arm_compute::TensorInfo neonOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output); |
| 23 | |
| 24 | return arm_compute::NEQuantizationLayer::validate(&neonInputInfo, &neonOutputInfo); |
| 25 | } |
| 26 | |
| 27 | NeonQuantizeWorkload::NeonQuantizeWorkload(const QuantizeQueueDescriptor& descriptor, |
| 28 | const WorkloadInfo& workloadInfo) |
| 29 | : BaseWorkload<QuantizeQueueDescriptor>(descriptor, workloadInfo) |
| 30 | { |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 31 | arm_compute::ITensor& input = boost::polymorphic_pointer_downcast<IAclTensorHandle>( |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 32 | m_Data.m_Inputs[0])->GetTensor(); |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 33 | arm_compute::ITensor& output = boost::polymorphic_pointer_downcast<IAclTensorHandle>( |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 34 | m_Data.m_Outputs[0])->GetTensor(); |
| 35 | |
| 36 | m_Layer.reset(new arm_compute::NEQuantizationLayer()); |
| 37 | m_Layer->configure(&input, &output); |
| 38 | m_Layer->prepare(); |
| 39 | } |
| 40 | |
| 41 | void NeonQuantizeWorkload::Execute() const |
| 42 | { |
| 43 | if (m_Layer) |
| 44 | { |
| 45 | ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonQuantizeWorkload_Execute"); |
| 46 | m_Layer->run(); |
| 47 | } |
| 48 | } |
| 49 | |
| 50 | } // namespace armnn |