Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 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 | { |
| 15 | RefConvolution2dWorkload::RefConvolution2dWorkload( |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 16 | const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) |
| 17 | : BaseWorkload<Convolution2dQueueDescriptor>(descriptor, info) |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 18 | { |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 19 | WorkloadInfo detailsInfo; |
| 20 | detailsInfo.m_InputTensorInfos = info.m_InputTensorInfos; |
| 21 | detailsInfo.m_OutputTensorInfos = info.m_OutputTensorInfos; |
| 22 | detailsInfo.m_WeightsTensorInfo = armnn::Optional<armnn::TensorInfo>(descriptor.m_Weight->GetTensorInfo()); |
| 23 | if (descriptor.m_Parameters.m_BiasEnabled) |
| 24 | { |
| 25 | detailsInfo.m_BiasTensorInfo = armnn::Optional<armnn::TensorInfo>(descriptor.m_Bias->GetTensorInfo()); |
| 26 | } |
| 27 | |
| 28 | // Report Profiling Details |
Keith Davis | f487486 | 2021-08-09 16:49:18 +0100 | [diff] [blame] | 29 | ARMNN_REPORT_PROFILING_WORKLOAD_DESC("RefConvolution2dWorkload_Construct", |
Keith Davis | 5a64f22 | 2021-08-04 10:35:20 +0100 | [diff] [blame] | 30 | descriptor.m_Parameters, |
| 31 | detailsInfo, |
| 32 | this->GetGuid()); |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 33 | |
| 34 | m_Weight = std::make_unique<ScopedTensorHandle>(*( descriptor.m_Weight )); |
Matthew Bentham | 4cefc41 | 2019-06-18 16:14:34 +0100 | [diff] [blame] | 35 | const TensorInfo& rFilterInfo = m_Weight->GetTensorInfo(); |
| 36 | |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 37 | m_FilterShape = rFilterInfo.GetShape(); |
| 38 | m_FilterDecoder = MakeDecoder<float>(rFilterInfo, m_Weight.get()->Map(true)); |
| 39 | |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 40 | if ( descriptor.m_Parameters.m_BiasEnabled ) |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 41 | { |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 42 | m_Bias = std::make_unique<ScopedTensorHandle>(*( descriptor.m_Bias )); |
Matthew Bentham | 4cefc41 | 2019-06-18 16:14:34 +0100 | [diff] [blame] | 43 | const TensorInfo& biasInfo = m_Bias->GetTensorInfo(); |
| 44 | m_BiasDecoder = MakeDecoder<float>(biasInfo, m_Bias->Map(true)); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 45 | } |
| 46 | } |
| 47 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 48 | void RefConvolution2dWorkload::Execute() const |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 49 | { |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 50 | Execute(m_Data.m_Inputs, m_Data.m_Outputs); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 51 | } |
| 52 | |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 53 | void RefConvolution2dWorkload::ExecuteAsync(WorkingMemDescriptor& workingMemDescriptor) |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 54 | { |
| 55 | Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs); |
| 56 | } |
| 57 | |
Keith Davis | 554fa09 | 2021-07-20 11:25:22 +0100 | [diff] [blame] | 58 | void RefConvolution2dWorkload::Execute(std::vector<ITensorHandle*> inputs, std::vector<ITensorHandle*> outputs) const |
| 59 | { |
Keith Davis | 5a64f22 | 2021-08-04 10:35:20 +0100 | [diff] [blame] | 60 | ARMNN_SCOPED_PROFILING_EVENT_GUID(Compute::CpuRef, "RefConvolution2dWorkload_Execute", this->GetGuid()); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 61 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 62 | std::unique_ptr<Decoder<float>> inputDecoder = MakeDecoder<float>(GetTensorInfo(inputs[0]), inputs[0]->Map()); |
| 63 | 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] | 64 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 65 | const TensorShape& inputShape = GetTensorInfo(inputs[0]).GetShape(); |
| 66 | const TensorShape& outputShape = GetTensorInfo(outputs[0]).GetShape(); |
| 67 | |
| 68 | Convolve(inputShape, *inputDecoder, outputShape, *outputEncoder, m_FilterShape, |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 69 | *m_FilterDecoder, m_Data.m_Parameters.m_BiasEnabled, m_BiasDecoder.get(), |
| 70 | m_Data.m_Parameters.m_DataLayout, m_Data.m_Parameters.m_PadTop, m_Data.m_Parameters.m_PadLeft, |
| 71 | m_Data.m_Parameters.m_StrideX, m_Data.m_Parameters.m_StrideY, |
| 72 | m_Data.m_Parameters.m_DilationX, m_Data.m_Parameters.m_DilationY); |
| 73 | } |
| 74 | |
| 75 | } //namespace armnn |