26 arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
27 arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
30 aclInputInfo.set_data_layout(aclDataLayout);
31 aclOutputInfo.set_data_layout(aclDataLayout);
33 arm_compute::InterpolationPolicy aclInterpolationPolicy =
36 arm_compute::SamplingPolicy samplingPolicy = descriptor.
m_HalfPixelCenters ? arm_compute::SamplingPolicy::CENTER :
37 arm_compute::SamplingPolicy::TOP_LEFT;
39 return arm_compute::CLScale::validate(&aclInputInfo,
41 arm_compute::ScaleKernelInfo(aclInterpolationPolicy,
42 arm_compute::BorderMode::REPLICATE,
43 arm_compute::PixelValue(0.f),
51 const arm_compute::CLCompileContext& clCompileContext)
60 input.info()->set_data_layout(aclDataLayout);
61 output.info()->set_data_layout(aclDataLayout);
63 arm_compute::InterpolationPolicy aclInterpolationPolicy =
67 ? arm_compute::SamplingPolicy::CENTER
68 : arm_compute::SamplingPolicy::TOP_LEFT;
70 m_ResizeLayer.configure(clCompileContext,
73 arm_compute::ScaleKernelInfo(aclInterpolationPolicy,
74 arm_compute::BorderMode::REPLICATE,
75 arm_compute::PixelValue(0.f),
arm_compute::InterpolationPolicy ConvertResizeMethodToAclInterpolationPolicy(ResizeMethod resizeMethod)
#define ARMNN_SCOPED_PROFILING_EVENT_CL(name)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
const ResizeQueueDescriptor m_Data
ResizeMethod m_Method
The Interpolation method to use (Bilinear, NearestNeighbor).
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Copyright (c) 2021 ARM Limited and Contributors.
LayerDescriptor m_Parameters
A ResizeDescriptor for the ResizeLayer.
void Execute() const override
bool m_HalfPixelCenters
Half Pixel Centers.
arm_compute::Status ClResizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor)
bool m_AlignCorners
Aligned corners.
ClResizeWorkload(const ResizeQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
std::vector< ITensorHandle * > m_Outputs
Contains information about inputs and outputs to a layer.
std::vector< ITensorHandle * > m_Inputs
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).