Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 1 | // |
Mike Kelly | 7cbe781 | 2023-07-25 17:37:33 +0100 | [diff] [blame] | 2 | // Copyright © 2019,2021-2023 Arm Ltd and Contributors. All rights reserved. |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "NeonPadWorkload.hpp" |
| 7 | |
| 8 | #include <neon/NeonTensorHandle.hpp> |
Teresa Charlin | f9de771 | 2021-10-28 11:31:16 +0100 | [diff] [blame] | 9 | #include <aclCommon/ArmComputeUtils.hpp> |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 10 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
| 11 | #include <arm_compute/core/Types.h> |
| 12 | #include <arm_compute/runtime/NEON/functions/NEPadLayer.h> |
| 13 | |
| 14 | #include "NeonWorkloadUtils.hpp" |
| 15 | |
| 16 | namespace armnn |
| 17 | { |
| 18 | using namespace armcomputetensorutils; |
| 19 | |
| 20 | NeonPadWorkload::NeonPadWorkload(const PadQueueDescriptor& descriptor, const WorkloadInfo& info) |
Teresa Charlin | 588cbdf | 2022-01-19 15:55:37 +0000 | [diff] [blame] | 21 | : NeonBaseWorkload<PadQueueDescriptor>(descriptor, info) |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 22 | { |
Keith Davis | 2d0679f | 2021-08-05 11:35:00 +0100 | [diff] [blame] | 23 | // Report Profiling Details |
| 24 | ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonPadWorkload_Construct", |
| 25 | descriptor.m_Parameters, |
| 26 | info, |
| 27 | this->GetGuid()); |
| 28 | |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 29 | m_Data.ValidateInputsOutputs("NeonPadWorkload", 1, 1); |
| 30 | |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 31 | arm_compute::ITensor& input = static_cast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| 32 | arm_compute::ITensor& output = static_cast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 33 | |
| 34 | std::vector<std::pair<unsigned int, unsigned int>> reversed_PadList(descriptor.m_Parameters.m_PadList.size()); |
| 35 | |
| 36 | std::reverse_copy(std::begin(descriptor.m_Parameters.m_PadList), |
| 37 | std::end(descriptor.m_Parameters.m_PadList), |
| 38 | std::begin(reversed_PadList)); |
| 39 | |
| 40 | arm_compute::PaddingList padList = static_cast<arm_compute::PaddingList>(reversed_PadList); |
| 41 | |
Matthew Sloyan | 2e5d0b2 | 2021-10-21 14:05:31 +0100 | [diff] [blame] | 42 | arm_compute::PixelValue pixelValue = GetPixelValue(input.info(), descriptor.m_Parameters.m_PadValue); |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 43 | |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 44 | auto layer = std::make_unique<arm_compute::NEPadLayer>(); |
Teresa Charlin | f9de771 | 2021-10-28 11:31:16 +0100 | [diff] [blame] | 45 | layer->configure(&input, |
| 46 | &output, |
| 47 | padList, |
| 48 | pixelValue, |
| 49 | ConvertPaddingModeToAcl(descriptor.m_Parameters.m_PaddingMode)); |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 50 | m_Layer.reset(layer.release()); |
| 51 | } |
| 52 | |
| 53 | void NeonPadWorkload::Execute() const |
| 54 | { |
Mike Kelly | 7cbe781 | 2023-07-25 17:37:33 +0100 | [diff] [blame] | 55 | ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonPadWorkload_Execute"); |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 56 | m_Layer->run(); |
| 57 | } |
| 58 | |
| 59 | arm_compute::Status NeonPadWorkloadValidate(const TensorInfo& input, |
| 60 | const TensorInfo& output, |
| 61 | const PadDescriptor& descriptor) |
| 62 | { |
| 63 | const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input); |
| 64 | const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output); |
Éanna Ó Catháin | 4a55201 | 2019-01-31 10:28:20 +0000 | [diff] [blame] | 65 | |
| 66 | std::vector<std::pair<unsigned int, unsigned int>> reversed_PadList(descriptor.m_PadList.size()); |
| 67 | |
| 68 | std::reverse_copy(std::begin(descriptor.m_PadList), |
| 69 | std::end(descriptor.m_PadList), |
| 70 | std::begin(reversed_PadList)); |
| 71 | |
| 72 | arm_compute::PaddingList padList = static_cast<arm_compute::PaddingList>(reversed_PadList); |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 73 | |
Teresa Charlin | f9de771 | 2021-10-28 11:31:16 +0100 | [diff] [blame] | 74 | // PixelValue is currently unused when validating, but it's required to pass in PaddingMode. |
| 75 | arm_compute::PixelValue pixelValue = GetPixelValue(&aclInputInfo, descriptor.m_PadValue); |
| 76 | return arm_compute::NEPadLayer::validate(&aclInputInfo, |
| 77 | &aclOutputInfo, |
| 78 | padList, |
| 79 | pixelValue, |
| 80 | ConvertPaddingModeToAcl(descriptor.m_PaddingMode)); |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 81 | } |
| 82 | |
| 83 | } // namespace armnn |