| // |
| // Copyright © 2018-2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ClStridedSliceWorkload.hpp" |
| |
| #include "ClWorkloadUtils.hpp" |
| |
| #include <aclCommon/ArmComputeUtils.hpp> |
| #include <aclCommon/ArmComputeTensorUtils.hpp> |
| |
| #include <armnn/backends/TensorHandle.hpp> |
| #include <backendsCommon/WorkloadUtils.hpp> |
| |
| #include <armnn/utility/NumericCast.hpp> |
| |
| #include <cl/ClLayerSupport.hpp> |
| #include <cl/ClTensorHandle.hpp> |
| #include <cl/ClLayerSupport.hpp> |
| |
| namespace armnn |
| { |
| |
| using namespace armcomputetensorutils; |
| |
| arm_compute::Status ClStridedSliceWorkloadValidate(const TensorInfo& input, |
| const TensorInfo& output, |
| const StridedSliceDescriptor& descriptor) |
| { |
| const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); |
| const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); |
| |
| arm_compute::Coordinates starts; |
| arm_compute::Coordinates ends; |
| arm_compute::Coordinates strides; |
| |
| std::tie(starts, ends, strides) = SetClStridedSliceData(descriptor.m_Begin, descriptor.m_End, descriptor.m_Stride); |
| |
| auto numDimensions = armnn::numeric_cast<int>(input.GetNumDimensions()); |
| int32_t begin_mask = ConvertMaskToACLFormat(descriptor.m_BeginMask, numDimensions); |
| int32_t end_mask = ConvertMaskToACLFormat(descriptor.m_EndMask, numDimensions); |
| int32_t shrink_axis_mask = ConvertMaskToACLFormat(descriptor.m_ShrinkAxisMask, numDimensions); |
| |
| return arm_compute::CLStridedSlice::validate(&aclInputInfo, |
| &aclOutputInfo, |
| starts, |
| ends, |
| strides, |
| begin_mask, |
| end_mask, |
| shrink_axis_mask); |
| } |
| |
| ClStridedSliceWorkload::ClStridedSliceWorkload(const StridedSliceQueueDescriptor& descriptor, |
| const WorkloadInfo& info, |
| const arm_compute::CLCompileContext& clCompileContext) |
| : ClBaseWorkload<StridedSliceQueueDescriptor>(descriptor, info) |
| { |
| // Report Profiling Details |
| ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClStridedSliceWorkload_Construct", |
| descriptor.m_Parameters, |
| info, |
| this->GetGuid()); |
| |
| m_Data.ValidateInputsOutputs("ClStridedSliceWorkload", 1, 1); |
| |
| arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
| |
| arm_compute::Coordinates starts; |
| arm_compute::Coordinates ends; |
| arm_compute::Coordinates strides; |
| |
| std::tie(starts, ends, strides) = SetClStridedSliceData(m_Data.m_Parameters.m_Begin, |
| m_Data.m_Parameters.m_End, |
| m_Data.m_Parameters.m_Stride); |
| |
| auto numDimensions = armnn::numeric_cast<int>(info.m_InputTensorInfos[0].GetNumDimensions()); |
| int32_t begin_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_BeginMask, numDimensions); |
| int32_t end_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_EndMask, numDimensions); |
| int32_t shrink_axis_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_ShrinkAxisMask, numDimensions); |
| |
| arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout); |
| input.info()->set_data_layout(aclDataLayout); |
| output.info()->set_data_layout(aclDataLayout); |
| |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClStridedSliceWorkload_configure"); |
| m_StridedSliceLayer.configure(clCompileContext, |
| &input, |
| &output, |
| starts, |
| ends, |
| strides, |
| begin_mask, |
| end_mask, |
| shrink_axis_mask); |
| } |
| } |
| |
| void ClStridedSliceWorkload::Execute() const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClStridedSliceWorkload_Execute"); |
| RunClFunction(m_StridedSliceLayer, CHECK_LOCATION()); |
| } |
| |
| } //namespace armnn |