Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 1 | // |
Matthew Sloyan | 2d213a7 | 2022-06-30 17:13:04 +0100 | [diff] [blame] | 2 | // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "RefConvolution2dWorkload.hpp" |
| 7 | |
| 8 | #include "ConvImpl.hpp" |
| 9 | #include "RefWorkloadUtils.hpp" |
| 10 | |
| 11 | #include "Profiling.hpp" |
| 12 | |
| 13 | namespace armnn |
| 14 | { |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 15 | RefConvolution2dWorkload::RefConvolution2dWorkload(const Convolution2dQueueDescriptor& descriptor, |
| 16 | const WorkloadInfo& info) |
Finn Williams | 73c547d | 2022-02-15 20:47:34 +0000 | [diff] [blame] | 17 | : RefBaseWorkload<Convolution2dQueueDescriptor>(descriptor, info) |
Finn Williams | d0420cb | 2022-05-18 13:24:14 +0100 | [diff] [blame] | 18 | , m_InputShape(info.m_InputTensorInfos[0].GetShape()) |
| 19 | , m_FilterShape(info.m_InputTensorInfos[1].GetShape()) |
| 20 | , m_OutputShape(info.m_OutputTensorInfos[0].GetShape()) |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 21 | { |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 22 | WorkloadInfo detailsInfo; |
| 23 | detailsInfo.m_InputTensorInfos = info.m_InputTensorInfos; |
| 24 | detailsInfo.m_OutputTensorInfos = info.m_OutputTensorInfos; |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 25 | |
| 26 | // Report Profiling Details |
Keith Davis | f487486 | 2021-08-09 16:49:18 +0100 | [diff] [blame] | 27 | ARMNN_REPORT_PROFILING_WORKLOAD_DESC("RefConvolution2dWorkload_Construct", |
Keith Davis | 5a64f22 | 2021-08-04 10:35:20 +0100 | [diff] [blame] | 28 | descriptor.m_Parameters, |
| 29 | detailsInfo, |
| 30 | this->GetGuid()); |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 31 | } |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 32 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 33 | void RefConvolution2dWorkload::Execute() const |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 34 | { |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 35 | Execute(m_Data.m_Inputs, m_Data.m_Outputs); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 36 | } |
| 37 | |
Matthew Sloyan | 2d213a7 | 2022-06-30 17:13:04 +0100 | [diff] [blame] | 38 | void RefConvolution2dWorkload::ExecuteAsync(ExecutionData& executionData) |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 39 | { |
Matthew Sloyan | 2d213a7 | 2022-06-30 17:13:04 +0100 | [diff] [blame] | 40 | WorkingMemDescriptor* workingMemDescriptor = static_cast<WorkingMemDescriptor*>(executionData.m_Data); |
| 41 | Execute(workingMemDescriptor->m_Inputs, workingMemDescriptor->m_Outputs); |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 42 | } |
| 43 | |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 44 | void RefConvolution2dWorkload::Execute(std::vector<ITensorHandle*> inputs, std::vector<ITensorHandle*> outputs) const |
| 45 | { |
Keith Davis | 5a64f22 | 2021-08-04 10:35:20 +0100 | [diff] [blame] | 46 | ARMNN_SCOPED_PROFILING_EVENT_GUID(Compute::CpuRef, "RefConvolution2dWorkload_Execute", this->GetGuid()); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 47 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 48 | std::unique_ptr<Decoder<float>> inputDecoder = MakeDecoder<float>(GetTensorInfo(inputs[0]), inputs[0]->Map()); |
| 49 | std::unique_ptr<Encoder<float>> outputEncoder = MakeEncoder<float>(GetTensorInfo(outputs[0]), outputs[0]->Map()); |
Matthew Bentham | c394a6d | 2019-06-24 12:51:25 +0100 | [diff] [blame] | 50 | |
Finn Williams | d0420cb | 2022-05-18 13:24:14 +0100 | [diff] [blame] | 51 | std::unique_ptr<Decoder<float>> weightsDecoder = MakeDecoder<float>(GetTensorInfo(inputs[1]), inputs[1]->Map()); |
| 52 | std::unique_ptr<Decoder<float>> biasDecoder; |
| 53 | |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 54 | if (m_Data.m_Parameters.m_BiasEnabled) |
| 55 | { |
Finn Williams | d0420cb | 2022-05-18 13:24:14 +0100 | [diff] [blame] | 56 | biasDecoder = MakeDecoder<float>(GetTensorInfo(inputs[2]), inputs[2]->Map()); |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 57 | } |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 58 | |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 59 | Convolve(m_InputShape, *inputDecoder, m_OutputShape, *outputEncoder, m_FilterShape, |
Finn Williams | d0420cb | 2022-05-18 13:24:14 +0100 | [diff] [blame] | 60 | *weightsDecoder, m_Data.m_Parameters.m_BiasEnabled, biasDecoder.get(), |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 61 | m_Data.m_Parameters.m_DataLayout, m_Data.m_Parameters.m_PadTop, m_Data.m_Parameters.m_PadLeft, |
| 62 | m_Data.m_Parameters.m_StrideX, m_Data.m_Parameters.m_StrideY, |
| 63 | m_Data.m_Parameters.m_DilationX, m_Data.m_Parameters.m_DilationY); |
| 64 | } |
| 65 | |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 66 | } //namespace armnn |