// // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ClResizeWorkload.hpp" #include "ClWorkloadUtils.hpp" #include #include #include #include using namespace armnn::armcomputetensorutils; namespace armnn { arm_compute::Status ClResizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output, const ResizeDescriptor& descriptor) { arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input); arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output); arm_compute::DataLayout aclDataLayout = ConvertDataLayout(descriptor.m_DataLayout); aclInputInfo.set_data_layout(aclDataLayout); aclOutputInfo.set_data_layout(aclDataLayout); arm_compute::InterpolationPolicy aclInterpolationPolicy = ConvertResizeMethodToAclInterpolationPolicy(descriptor.m_Method); arm_compute::SamplingPolicy samplingPolicy = descriptor.m_HalfPixelCenters ? arm_compute::SamplingPolicy::CENTER : arm_compute::SamplingPolicy::TOP_LEFT; return arm_compute::CLScale::validate(&aclInputInfo, &aclOutputInfo, arm_compute::ScaleKernelInfo(aclInterpolationPolicy, arm_compute::BorderMode::REPLICATE, arm_compute::PixelValue(0.f), samplingPolicy, true, descriptor.m_AlignCorners)); } ClResizeWorkload::ClResizeWorkload(const ResizeQueueDescriptor& descriptor, const WorkloadInfo& info, const arm_compute::CLCompileContext& clCompileContext) : ClBaseWorkload(descriptor, info) { // Report Profiling Details ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClResizeWorkload_Construct", descriptor.m_Parameters, info, this->GetGuid()); m_Data.ValidateInputsOutputs("ClResizeWorkload", 1, 1); arm_compute::ICLTensor& input = static_cast(m_Data.m_Inputs[0])->GetTensor(); arm_compute::ICLTensor& output = static_cast(m_Data.m_Outputs[0])->GetTensor(); arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout); input.info()->set_data_layout(aclDataLayout); output.info()->set_data_layout(aclDataLayout); arm_compute::InterpolationPolicy aclInterpolationPolicy = ConvertResizeMethodToAclInterpolationPolicy(descriptor.m_Parameters.m_Method); arm_compute::SamplingPolicy samplingPolicy = descriptor.m_Parameters.m_HalfPixelCenters ? arm_compute::SamplingPolicy::CENTER : arm_compute::SamplingPolicy::TOP_LEFT; { ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "ClResizeWorkload_configure"); m_ResizeLayer.configure(clCompileContext, &input, &output, arm_compute::ScaleKernelInfo(aclInterpolationPolicy, arm_compute::BorderMode::REPLICATE, arm_compute::PixelValue(0.f), samplingPolicy, true, descriptor.m_Parameters.m_AlignCorners)); } }; void ClResizeWorkload::Execute() const { ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClResizeWorkload_Execute", this->GetGuid()); RunClFunction(m_ResizeLayer, CHECK_LOCATION()); } } //namespace armnn