Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "RefConvolution3dWorkload.hpp" |
| 7 | |
| 8 | #include "Conv3dImpl.hpp" |
| 9 | #include "RefWorkloadUtils.hpp" |
| 10 | |
| 11 | #include "Profiling.hpp" |
| 12 | |
| 13 | namespace armnn |
| 14 | { |
| 15 | RefConvolution3dWorkload::RefConvolution3dWorkload( |
| 16 | const Convolution3dQueueDescriptor& descriptor, const WorkloadInfo& info) |
| 17 | : BaseWorkload<Convolution3dQueueDescriptor>(descriptor, info) |
| 18 | { |
| 19 | WorkloadInfo detailsInfo; |
| 20 | detailsInfo.m_InputTensorInfos = info.m_InputTensorInfos; |
| 21 | detailsInfo.m_OutputTensorInfos = info.m_OutputTensorInfos; |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 22 | detailsInfo.m_WeightsTensorInfo = armnn::Optional<armnn::TensorInfo>(info.m_InputTensorInfos[1]); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 23 | if (descriptor.m_Parameters.m_BiasEnabled) |
| 24 | { |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 25 | detailsInfo.m_BiasTensorInfo = armnn::Optional<armnn::TensorInfo>(info.m_InputTensorInfos[2]); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 26 | } |
| 27 | |
| 28 | // Report Profiling Details |
| 29 | ARMNN_REPORT_PROFILING_WORKLOAD_DESC("RefConvolution3dWorkload_Construct", |
| 30 | descriptor.m_Parameters, |
| 31 | detailsInfo, |
| 32 | this->GetGuid()); |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 33 | } |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 34 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 35 | void RefConvolution3dWorkload::PostAllocationConfigure() |
| 36 | { |
| 37 | PostAllocationConfigure(m_Data.m_Inputs, m_Data.m_Outputs); |
| 38 | } |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 39 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 40 | void RefConvolution3dWorkload::PostAllocationConfigure(std::vector<ITensorHandle*> inputs, |
| 41 | std::vector<ITensorHandle*> outputs) |
| 42 | { |
| 43 | IgnoreUnused(outputs); |
| 44 | const TensorInfo& rFilterInfo = GetTensorInfo(inputs[1]); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 45 | m_FilterShape = rFilterInfo.GetShape(); |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 46 | m_FilterDecoder = MakeDecoder<float>(rFilterInfo); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 47 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 48 | if (m_Data.m_Parameters.m_BiasEnabled) |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 49 | { |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 50 | const TensorInfo& biasInfo = GetTensorInfo(inputs[2]); |
| 51 | m_BiasDecoder = MakeDecoder<float>(biasInfo); |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 52 | } |
| 53 | } |
| 54 | |
| 55 | void RefConvolution3dWorkload::Execute() const |
| 56 | { |
| 57 | Execute(m_Data.m_Inputs, m_Data.m_Outputs); |
| 58 | } |
| 59 | |
| 60 | void RefConvolution3dWorkload::ExecuteAsync(WorkingMemDescriptor& workingMemDescriptor) |
| 61 | { |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 62 | PostAllocationConfigure(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs); |
| 63 | |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 64 | Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs); |
| 65 | } |
| 66 | |
| 67 | void RefConvolution3dWorkload::Execute(std::vector<ITensorHandle*> inputs, std::vector<ITensorHandle*> outputs) const |
| 68 | { |
| 69 | ARMNN_SCOPED_PROFILING_EVENT_GUID(Compute::CpuRef, "RefConvolution3dWorkload_Execute", this->GetGuid()); |
| 70 | |
| 71 | std::unique_ptr<Decoder<float>> inputDecoder = MakeDecoder<float>(GetTensorInfo(inputs[0]), inputs[0]->Map()); |
| 72 | std::unique_ptr<Encoder<float>> outputEncoder = MakeEncoder<float>(GetTensorInfo(outputs[0]), outputs[0]->Map()); |
| 73 | |
| 74 | const TensorShape& inputShape = GetTensorInfo(inputs[0]).GetShape(); |
| 75 | const TensorShape& outputShape = GetTensorInfo(outputs[0]).GetShape(); |
| 76 | |
Matthew Sloyan | 5d7b0a3 | 2021-10-18 13:07:49 +0100 | [diff] [blame^] | 77 | m_FilterDecoder->Reset(inputs[1]->Map()); |
| 78 | if (m_Data.m_Parameters.m_BiasEnabled) |
| 79 | { |
| 80 | m_BiasDecoder->Reset(inputs[2]->Map()); |
| 81 | } |
| 82 | |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 83 | Convolve3d(inputShape, *inputDecoder, outputShape, *outputEncoder, m_FilterShape, |
| 84 | *m_FilterDecoder, m_Data.m_Parameters.m_BiasEnabled, m_BiasDecoder.get(), |
| 85 | m_Data.m_Parameters.m_DataLayout, |
| 86 | m_Data.m_Parameters.m_PadTop, m_Data.m_Parameters.m_PadLeft, m_Data.m_Parameters.m_PadFront, |
| 87 | m_Data.m_Parameters.m_StrideX, m_Data.m_Parameters.m_StrideY, m_Data.m_Parameters.m_StrideZ, |
| 88 | m_Data.m_Parameters.m_DilationX, m_Data.m_Parameters.m_DilationY, m_Data.m_Parameters.m_DilationZ); |
| 89 | } |
| 90 | |
| 91 | } //namespace armnn |