Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | 588cbdf | 2022-01-19 15:55:37 +0000 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ClSpaceToBatchNdWorkload.hpp" |
| 7 | |
| 8 | #include "ClWorkloadUtils.hpp" |
| 9 | |
| 10 | #include <aclCommon/ArmComputeUtils.hpp> |
| 11 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 12 | #include <armnn/utility/NumericCast.hpp> |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 13 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 14 | #include <armnn/backends/TensorHandle.hpp> |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 15 | #include <cl/ClLayerSupport.hpp> |
| 16 | #include <cl/ClTensorHandle.hpp> |
| 17 | #include <cl/ClLayerSupport.hpp> |
| 18 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 19 | namespace armnn |
| 20 | { |
| 21 | using namespace armcomputetensorutils; |
| 22 | |
| 23 | arm_compute::Status ClSpaceToBatchNdWorkloadValidate(const TensorInfo& input, |
| 24 | const TensorInfo& output, |
| 25 | const SpaceToBatchNdDescriptor& descriptor) |
| 26 | { |
| 27 | const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); |
| 28 | const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); |
| 29 | |
| 30 | // ArmNN blockShape is [H, W] Cl asks for W, H |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 31 | int32_t blockHeight = armnn::numeric_cast<int32_t>(descriptor.m_BlockShape[0]); |
| 32 | int32_t blockWidth = armnn::numeric_cast<int32_t>(descriptor.m_BlockShape[1]); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 33 | |
Nattapat Chaimanowong | 17fa2b4 | 2019-02-26 12:26:08 +0000 | [diff] [blame] | 34 | arm_compute::Size2D paddingLeftTop = BuildArmComputeSize2D( |
| 35 | descriptor.m_PadList[1].first, descriptor.m_PadList[0].first); |
| 36 | arm_compute::Size2D paddingRightBottom = BuildArmComputeSize2D( |
| 37 | descriptor.m_PadList[1].second, descriptor.m_PadList[0].second); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 38 | |
| 39 | return arm_compute::CLSpaceToBatchLayer::validate(&aclInputInfo, |
| 40 | blockWidth, |
| 41 | blockHeight, |
Nattapat Chaimanowong | 17fa2b4 | 2019-02-26 12:26:08 +0000 | [diff] [blame] | 42 | paddingLeftTop, |
| 43 | paddingRightBottom, |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 44 | &aclOutputInfo); |
| 45 | } |
| 46 | |
| 47 | ClSpaceToBatchNdWorkload::ClSpaceToBatchNdWorkload( |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 48 | const SpaceToBatchNdQueueDescriptor& descriptor, |
| 49 | const WorkloadInfo& info, |
| 50 | const arm_compute::CLCompileContext& clCompileContext) |
Teresa Charlin | 588cbdf | 2022-01-19 15:55:37 +0000 | [diff] [blame] | 51 | : ClBaseWorkload<SpaceToBatchNdQueueDescriptor>(descriptor, info) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 52 | { |
Keith Davis | bcd860a | 2021-08-05 14:20:33 +0100 | [diff] [blame] | 53 | // Report Profiling Details |
| 54 | ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClSpaceToBatchNdWorkload_Construct", |
| 55 | descriptor.m_Parameters, |
| 56 | info, |
| 57 | this->GetGuid()); |
| 58 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 59 | m_Data.ValidateInputsOutputs("ClSpaceToBatchNdWorkload", 1, 1); |
| 60 | |
| 61 | arm_compute::ICLTensor& input = |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 62 | armnn::PolymorphicPointerDowncast<IClTensorHandle>(m_Data.m_Inputs[0])->GetTensor(); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 63 | arm_compute::ICLTensor& output = |
Jan Eilers | 3c9e045 | 2020-04-10 13:00:44 +0100 | [diff] [blame] | 64 | armnn::PolymorphicPointerDowncast<IClTensorHandle>(m_Data.m_Outputs[0])->GetTensor(); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 65 | |
| 66 | // ArmNN blockShape is [H, W] Cl asks for W, H |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 67 | int32_t blockHeight = armnn::numeric_cast<int32_t>(m_Data.m_Parameters.m_BlockShape[0]); |
| 68 | int32_t blockWidth = armnn::numeric_cast<int32_t>(m_Data.m_Parameters.m_BlockShape[1]); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 69 | |
Nattapat Chaimanowong | 17fa2b4 | 2019-02-26 12:26:08 +0000 | [diff] [blame] | 70 | arm_compute::Size2D paddingLeftTop = BuildArmComputeSize2D( |
| 71 | m_Data.m_Parameters.m_PadList[1].first, m_Data.m_Parameters.m_PadList[0].first); |
| 72 | arm_compute::Size2D paddingRightBottom = BuildArmComputeSize2D( |
| 73 | m_Data.m_Parameters.m_PadList[1].second, m_Data.m_Parameters.m_PadList[0].second); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 74 | |
| 75 | arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout); |
| 76 | input.info()->set_data_layout(aclDataLayout); |
| 77 | output.info()->set_data_layout(aclDataLayout); |
| 78 | |
Kevin May | 9f6862d | 2021-10-22 15:42:28 +0100 | [diff] [blame] | 79 | { |
| 80 | ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "ClSpaceToBatchNdWorkload_configure"); |
| 81 | m_SpaceToBatchLayer.configure(clCompileContext, |
| 82 | &input, |
| 83 | blockWidth, |
| 84 | blockHeight, |
| 85 | paddingLeftTop, |
| 86 | paddingRightBottom, |
| 87 | &output); |
| 88 | } |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 89 | } |
| 90 | |
| 91 | void ClSpaceToBatchNdWorkload::Execute() const |
| 92 | { |
Keith Davis | bcd860a | 2021-08-05 14:20:33 +0100 | [diff] [blame] | 93 | ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClSpaceToBatchNdWorkload_Execute", this->GetGuid()); |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 94 | RunClFunction(m_SpaceToBatchLayer, CHECK_LOCATION()); |
| 95 | } |
| 96 | |
| 97 | } //namespace armnn |