James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "NeonArgMinMaxWorkload.hpp" |
| 7 | #include "NeonWorkloadUtils.hpp" |
| 8 | |
| 9 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 10 | |
James Conroy | 1f58f03 | 2021-04-27 17:13:27 +0100 | [diff] [blame] | 11 | #include <backendsCommon/TensorHandle.hpp> |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 12 | |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 13 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 14 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 15 | #include <armnnUtils/TensorUtils.hpp> |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 16 | |
| 17 | #include <arm_compute/runtime/NEON/functions/NEArgMinMaxLayer.h> |
| 18 | |
| 19 | namespace |
| 20 | { |
| 21 | unsigned int CalcAclAxis(unsigned int numDimensions, unsigned int axisIndex) |
| 22 | { |
| 23 | return (numDimensions - axisIndex) - 1; |
| 24 | } |
| 25 | |
| 26 | } //namespace |
| 27 | |
| 28 | namespace armnn |
| 29 | { |
| 30 | |
| 31 | arm_compute::Status NeonArgMinMaxWorkloadValidate(const TensorInfo& input, |
| 32 | const TensorInfo& output, |
| 33 | const ArgMinMaxDescriptor& descriptor) |
| 34 | { |
| 35 | const arm_compute::TensorInfo aclInput = armcomputetensorutils::BuildArmComputeTensorInfo(input); |
| 36 | const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output); |
| 37 | |
| 38 | auto numDims = input.GetNumDimensions(); |
| 39 | auto unsignedAxis = armnnUtils::GetUnsignedAxis(numDims, descriptor.m_Axis); |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 40 | int aclAxis = armnn::numeric_cast<int>(CalcAclAxis(numDims, unsignedAxis)); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 41 | |
| 42 | if (descriptor.m_Function == ArgMinMaxFunction::Max) |
| 43 | { |
| 44 | return arm_compute::NEArgMinMaxLayer::validate(&aclInput, aclAxis, &aclOutput, |
| 45 | arm_compute::ReductionOperation::ARG_IDX_MAX); |
| 46 | } |
| 47 | else |
| 48 | { |
| 49 | return arm_compute::NEArgMinMaxLayer::validate(&aclInput, aclAxis, &aclOutput, |
| 50 | arm_compute::ReductionOperation::ARG_IDX_MIN); |
| 51 | } |
| 52 | } |
| 53 | |
| 54 | |
| 55 | NeonArgMinMaxWorkload::NeonArgMinMaxWorkload(const ArgMinMaxQueueDescriptor& descriptor, |
| 56 | const WorkloadInfo& info) |
| 57 | : BaseWorkload<ArgMinMaxQueueDescriptor>(descriptor, info) |
| 58 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 59 | arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| 60 | arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 61 | |
| 62 | auto numDims = info.m_InputTensorInfos[0].GetNumDimensions(); |
| 63 | auto unsignedAxis = armnnUtils::GetUnsignedAxis(numDims, m_Data.m_Parameters.m_Axis); |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 64 | int aclAxis = armnn::numeric_cast<int>(CalcAclAxis(numDims, unsignedAxis)); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 65 | |
James Conroy | 663c184 | 2019-11-01 15:21:48 +0000 | [diff] [blame] | 66 | auto layer = std::make_unique<arm_compute::NEArgMinMaxLayer>(); |
| 67 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 68 | if (m_Data.m_Parameters.m_Function == ArgMinMaxFunction::Max) |
| 69 | { |
James Conroy | 663c184 | 2019-11-01 15:21:48 +0000 | [diff] [blame] | 70 | layer->configure(&input, aclAxis, &output, arm_compute::ReductionOperation::ARG_IDX_MAX); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 71 | } |
| 72 | else |
| 73 | { |
James Conroy | 663c184 | 2019-11-01 15:21:48 +0000 | [diff] [blame] | 74 | layer->configure(&input, aclAxis, &output, arm_compute::ReductionOperation::ARG_IDX_MIN); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 75 | } |
James Conroy | 663c184 | 2019-11-01 15:21:48 +0000 | [diff] [blame] | 76 | |
| 77 | m_ArgMinMaxLayer.reset(layer.release()); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 78 | } |
| 79 | |
| 80 | void NeonArgMinMaxWorkload::Execute() const |
| 81 | { |
| 82 | ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonArgMinMaxWorkload_Execute"); |
James Conroy | 663c184 | 2019-11-01 15:21:48 +0000 | [diff] [blame] | 83 | m_ArgMinMaxLayer->run(); |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 84 | } |
| 85 | |
| 86 | } //namespace armnn |
| 87 | |