ArmNN
 20.08
ClLayerSupport Class Reference

#include <ClLayerSupport.hpp>

Inheritance diagram for ClLayerSupport:
LayerSupportBase ILayerSupport

Public Member Functions

bool IsAbsSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsActivationSupported (const TensorInfo &input, const TensorInfo &output, const ActivationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsAdditionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsArgMinMaxSupported (const TensorInfo &input, const TensorInfo &output, const ArgMinMaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsBatchNormalizationSupported (const TensorInfo &input, const TensorInfo &output, const TensorInfo &mean, const TensorInfo &var, const TensorInfo &beta, const TensorInfo &gamma, const BatchNormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsBatchToSpaceNdSupported (const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsComparisonSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &ouput, const ComparisonDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConcatSupported (const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const ConcatDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConstantSupported (const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConvertFp16ToFp32Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConvertFp32ToFp16Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConvolution2dSupported (const TensorInfo &input, const TensorInfo &output, const Convolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDequantizeSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDepthToSpaceSupported (const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDepthwiseConvolutionSupported (const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDilatedDepthwiseConvolutionSupported (const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reason=EmptyOptional()) const override
 
bool IsDivisionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsElementwiseUnarySupported (const TensorInfo &input, const TensorInfo &ouput, const ElementwiseUnaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsFillSupported (const TensorInfo &input, const TensorInfo &output, const FillDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsFloorSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsFullyConnectedSupported (const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsGatherSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, const GatherDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported) const override
 
bool IsGreaterSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &ouput, Optional< std::string &> reasonIfUnsupported) const override
 
bool IsInputSupported (const TensorInfo &input, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsInstanceNormalizationSupported (const TensorInfo &input, const TensorInfo &output, const InstanceNormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsL2NormalizationSupported (const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsLogSoftmaxSupported (const TensorInfo &input, const TensorInfo &output, const LogSoftmaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsLstmSupported (const TensorInfo &input, const TensorInfo &outputStateIn, const TensorInfo &cellStateIn, const TensorInfo &scratchBuffer, const TensorInfo &outputStateOut, const TensorInfo &cellStateOut, const TensorInfo &output, const LstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMaximumSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMeanSupported (const TensorInfo &input, const TensorInfo &output, const MeanDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMergerSupported (const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const MergerDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMinimumSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMultiplicationSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsNormalizationSupported (const TensorInfo &input, const TensorInfo &output, const NormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsOutputSupported (const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsPadSupported (const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsPermuteSupported (const TensorInfo &input, const TensorInfo &output, const PermuteDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsPooling2dSupported (const TensorInfo &input, const TensorInfo &output, const Pooling2dDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsPreluSupported (const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsQLstmSupported (const TensorInfo &input, const TensorInfo &previousOutputIn, const TensorInfo &previousCellStateIn, const TensorInfo &outputStateOut, const TensorInfo &cellStateOut, const TensorInfo &output, const QLstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsQuantizedLstmSupported (const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsQuantizeSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsReshapeSupported (const TensorInfo &input, const TensorInfo &output, const ReshapeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsResizeSupported (const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsResizeBilinearSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsRsqrtSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSliceSupported (const TensorInfo &input, const TensorInfo &output, const SliceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSoftmaxSupported (const TensorInfo &input, const TensorInfo &output, const SoftmaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSpaceToBatchNdSupported (const TensorInfo &input, const TensorInfo &output, const SpaceToBatchNdDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSpaceToDepthSupported (const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSplitterSupported (const TensorInfo &input, const ViewsDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSplitterSupported (const TensorInfo &input, const std::vector< std::reference_wrapper< TensorInfo >> &outputs, const ViewsDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsStackSupported (const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const StackDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsStridedSliceSupported (const TensorInfo &input, const TensorInfo &output, const StridedSliceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSubtractionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsTransposeConvolution2dSupported (const TensorInfo &input, const TensorInfo &output, const TransposeConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsTransposeSupported (const TensorInfo &input, const TensorInfo &output, const TransposeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
- Public Member Functions inherited from LayerSupportBase
bool IsConvertBf16ToFp32Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsConvertFp32ToBf16Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDebugSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsDetectionPostProcessSupported (const TensorInfo &boxEncodings, const TensorInfo &scores, const TensorInfo &anchors, const TensorInfo &detectionBoxes, const TensorInfo &detectionClasses, const TensorInfo &detectionScores, const TensorInfo &numDetections, const DetectionPostProcessDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsEqualSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsFakeQuantizationSupported (const TensorInfo &input, const FakeQuantizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsGatherSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMemCopySupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMemImportSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsMergeSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsPreCompiledSupported (const TensorInfo &input, const PreCompiledDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsRankSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported) const override
 
bool IsStandInSupported (const std::vector< const TensorInfo *> &inputs, const std::vector< const TensorInfo *> &outputs, const StandInDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 
bool IsSwitchSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output0, const TensorInfo &output1, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
 

Additional Inherited Members

- Protected Member Functions inherited from ILayerSupport
 ILayerSupport ()
 
virtual ~ILayerSupport ()
 

Detailed Description

Definition at line 12 of file ClLayerSupport.hpp.

Member Function Documentation

◆ IsAbsSupported()

bool IsAbsSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 158 of file ClLayerSupport.cpp.

References armnn::Abs, and ClLayerSupport::IsElementwiseUnarySupported().

161 {
162  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Abs);
163  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
164 }
bool IsElementwiseUnarySupported(const TensorInfo &input, const TensorInfo &ouput, const ElementwiseUnaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

◆ IsActivationSupported()

bool IsActivationSupported ( const TensorInfo input,
const TensorInfo output,
const ActivationDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 166 of file ClLayerSupport.cpp.

References armnn::ClActivationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

170 {
172  reasonIfUnsupported,
173  input,
174  output,
175  descriptor);
176 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClActivationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ActivationDescriptor &descriptor)

◆ IsAdditionSupported()

bool IsAdditionSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 178 of file ClLayerSupport.cpp.

References armnn::ClAdditionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

182 {
184  reasonIfUnsupported,
185  input0,
186  input1,
187  output);
188 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClAdditionValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ IsArgMinMaxSupported()

bool IsArgMinMaxSupported ( const TensorInfo input,
const TensorInfo output,
const ArgMinMaxDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 190 of file ClLayerSupport.cpp.

References armnn::ClArgMinMaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

194 {
195 
197  reasonIfUnsupported,
198  input,
199  output,
200  descriptor);
201 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClArgMinMaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ArgMinMaxDescriptor &descriptor)

◆ IsBatchNormalizationSupported()

bool IsBatchNormalizationSupported ( const TensorInfo input,
const TensorInfo output,
const TensorInfo mean,
const TensorInfo var,
const TensorInfo beta,
const TensorInfo gamma,
const BatchNormalizationDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 203 of file ClLayerSupport.cpp.

References armnn::ClBatchNormalizationValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

211 {
213  reasonIfUnsupported,
214  input,
215  output,
216  mean,
217  var,
218  beta,
219  gamma,
220  descriptor);
221 }
arm_compute::Status ClBatchNormalizationValidate(const TensorInfo &input, const TensorInfo &output, const TensorInfo &mean, const TensorInfo &var, const TensorInfo &beta, const TensorInfo &gamma, const BatchNormalizationDescriptor &desc)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsBatchToSpaceNdSupported()

bool IsBatchToSpaceNdSupported ( const TensorInfo input,
const TensorInfo output,
const BatchToSpaceNdDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 223 of file ClLayerSupport.cpp.

References armnn::ClBatchToSpaceNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

227 {
229  reasonIfUnsupported,
230  input,
231  output,
232  descriptor);
233 }
arm_compute::Status ClBatchToSpaceNdWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &desc)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsComparisonSupported()

bool IsComparisonSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo ouput,
const ComparisonDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 235 of file ClLayerSupport.cpp.

References armnn::ClComparisonWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsGreaterSupported().

240 {
242  reasonIfUnsupported,
243  input0,
244  input1,
245  output,
246  descriptor);
247 }
arm_compute::Status ClComparisonWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, const ComparisonDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsConcatSupported()

bool IsConcatSupported ( const std::vector< const TensorInfo *>  inputs,
const TensorInfo output,
const ConcatDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 249 of file ClLayerSupport.cpp.

References armnn::ClConcatWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, OriginsDescriptor::GetConcatAxis(), OriginsDescriptor::GetNumDimensions(), TensorInfo::IsTypeSpaceMatch(), and armnn::SetValueChecked().

Referenced by ClLayerSupport::IsMergerSupported().

253 {
254  if (descriptor.GetNumDimensions() <= descriptor.GetConcatAxis())
255  {
256  SetValueChecked(reasonIfUnsupported, "Cl Concat: Concat axis > Number of dimensions.");
257  return false;
258  }
259 
260  unsigned int concatInnerAxis = (descriptor.GetNumDimensions() - descriptor.GetConcatAxis()) - 1;
261  if(concatInnerAxis < 3) // Width, height, or channels
262  {
264  reasonIfUnsupported,
265  inputs,
266  output,
267  descriptor);
268  }
269  else if (concatInnerAxis == 3)
270  {
271  // We rely on the sub-tensor optimization to handle the batch dimension for 4D tensors. If we can't use
272  // sub-tensors for this then we can't support it. Here is where we check that the sub-tensors will work.
273  for (auto& input : inputs)
274  {
275  if (input && !output.IsTypeSpaceMatch(*input)) // Cannot use sub-tensors if the types are not same space
276  {
277  SetValueChecked(reasonIfUnsupported, "Cl Concat: Types and quantization parameters must match.");
278  return false;
279  }
280  }
281  return true; // Sub-tensors support concat along batch
282  }
283  else // > 4 dimensions not supported.
284  {
285  SetValueChecked(reasonIfUnsupported, "Cl Concat: Maximum of 4 dimensions supported.");
286  return false;
287  }
288 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
void SetValueChecked(Optional< T &> optionalRef, V &&val)
arm_compute::Status ClConcatWorkloadValidate(const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const OriginsDescriptor &descriptor)

◆ IsConstantSupported()

bool IsConstantSupported ( const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 290 of file ClLayerSupport.cpp.

References armnn::ClConstantWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

292 {
294  reasonIfUnsupported,
295  output);
296 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClConstantWorkloadValidate(const TensorInfo &output)

◆ IsConvertFp16ToFp32Supported()

bool IsConvertFp16ToFp32Supported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 298 of file ClLayerSupport.cpp.

References armnn::ClConvertFp16ToFp32WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

301 {
303  reasonIfUnsupported,
304  input,
305  output);
306 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClConvertFp16ToFp32WorkloadValidate(const TensorInfo &input, const TensorInfo &output)

◆ IsConvertFp32ToFp16Supported()

bool IsConvertFp32ToFp16Supported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 308 of file ClLayerSupport.cpp.

References armnn::ClConvertFp32ToFp16WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

311 {
313  reasonIfUnsupported,
314  input,
315  output);
316 }
arm_compute::Status ClConvertFp32ToFp16WorkloadValidate(const TensorInfo &input, const TensorInfo &output)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsConvolution2dSupported()

bool IsConvolution2dSupported ( const TensorInfo input,
const TensorInfo output,
const Convolution2dDescriptor descriptor,
const TensorInfo weights,
const Optional< TensorInfo > &  biases,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 318 of file ClLayerSupport.cpp.

References armnn::ClConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

324 {
326  reasonIfUnsupported,
327  input,
328  output,
329  descriptor,
330  weights,
331  biases);
332 }
arm_compute::Status ClConvolution2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const Convolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsDepthToSpaceSupported()

bool IsDepthToSpaceSupported ( const TensorInfo input,
const TensorInfo output,
const DepthToSpaceDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 344 of file ClLayerSupport.cpp.

References armnn::ClDepthToSpaceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

348 {
350  reasonIfUnsupported,
351  input,
352  output,
353  descriptor);
354 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClDepthToSpaceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &desc)

◆ IsDepthwiseConvolutionSupported()

bool IsDepthwiseConvolutionSupported ( const TensorInfo input,
const TensorInfo output,
const DepthwiseConvolution2dDescriptor descriptor,
const TensorInfo weights,
const Optional< TensorInfo > &  biases,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 356 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

362 {
364  reasonIfUnsupported,
365  input,
366  output,
367  descriptor,
368  weights,
369  biases);
370 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClDepthwiseConvolutionWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)

◆ IsDequantizeSupported()

bool IsDequantizeSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 334 of file ClLayerSupport.cpp.

References armnn::ClDequantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

337 {
339  reasonIfUnsupported,
340  input,
341  output);
342 }
arm_compute::Status ClDequantizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsDilatedDepthwiseConvolutionSupported()

bool IsDilatedDepthwiseConvolutionSupported ( const TensorInfo input,
const TensorInfo output,
const DepthwiseConvolution2dDescriptor descriptor,
const TensorInfo weights,
const Optional< TensorInfo > &  biases,
Optional< std::string &>  reason = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 372 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

378 {
380  reasonIfUnsupported,
381  input,
382  output,
383  descriptor,
384  weights,
385  biases);
386 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClDepthwiseConvolutionWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)

◆ IsDivisionSupported()

bool IsDivisionSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 389 of file ClLayerSupport.cpp.

References armnn::ClDivisionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

393 {
395  reasonIfUnsupported,
396  input0,
397  input1,
398  output);
399 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClDivisionWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ IsElementwiseUnarySupported()

bool IsElementwiseUnarySupported ( const TensorInfo input,
const TensorInfo ouput,
const ElementwiseUnaryDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 401 of file ClLayerSupport.cpp.

References armnn::Abs, armnn::ClAbsWorkloadValidate(), armnn::ClExpWorkloadValidate(), armnn::ClNegWorkloadValidate(), armnn::ClRsqrtWorkloadValidate(), armnn::Exp, FORWARD_WORKLOAD_VALIDATE_FUNC, ElementwiseUnaryDescriptor::m_Operation, armnn::Neg, and armnn::Rsqrt.

Referenced by ClLayerSupport::IsAbsSupported(), and ClLayerSupport::IsRsqrtSupported().

405 {
406  switch(descriptor.m_Operation)
407  {
408  case UnaryOperation::Abs:
410  reasonIfUnsupported,
411  input,
412  output);
413  case UnaryOperation::Exp:
415  reasonIfUnsupported,
416  input,
417  output);
418  case UnaryOperation::Neg:
420  reasonIfUnsupported,
421  input,
422  output);
425  reasonIfUnsupported,
426  input,
427  output);
428  default:
429  return false;
430  }
431 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClAbsWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClNegWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClExpWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClRsqrtWorkloadValidate(const TensorInfo &input, const TensorInfo &output)

◆ IsFillSupported()

bool IsFillSupported ( const TensorInfo input,
const TensorInfo output,
const FillDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 433 of file ClLayerSupport.cpp.

References armnn::IgnoreUnused().

437 {
438  armnn::IgnoreUnused(input);
439  armnn::IgnoreUnused(output);
440  armnn::IgnoreUnused(descriptor);
441 
442  return IsClBackendSupported(reasonIfUnsupported);
443 }
void IgnoreUnused(Ts &&...)

◆ IsFloorSupported()

bool IsFloorSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 445 of file ClLayerSupport.cpp.

References armnn::ClFloorWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

448 {
450  reasonIfUnsupported,
451  input,
452  output);
453 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClFloorWorkloadValidate(const TensorInfo &input, const TensorInfo &output)

◆ IsFullyConnectedSupported()

bool IsFullyConnectedSupported ( const TensorInfo input,
const TensorInfo output,
const TensorInfo weights,
const TensorInfo biases,
const FullyConnectedDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 455 of file ClLayerSupport.cpp.

References armnn::ClFullyConnectedWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

461 {
463  reasonIfUnsupported,
464  input,
465  output,
466  weights,
467  biases,
468  descriptor);
469 }
arm_compute::Status ClFullyConnectedWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsGatherSupported()

bool IsGatherSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
const GatherDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 471 of file ClLayerSupport.cpp.

References armnn::ClGatherWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

476 {
478  reasonIfUnsupported,
479  input0,
480  input1,
481  output,
482  descriptor);
483 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClGatherWorkloadValidate(const TensorInfo &input, const TensorInfo &indices, const TensorInfo &output, const GatherDescriptor &descriptor)

◆ IsGreaterSupported()

bool IsGreaterSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo ouput,
Optional< std::string &>  reasonIfUnsupported 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 485 of file ClLayerSupport.cpp.

References armnn::Greater, and ClLayerSupport::IsComparisonSupported().

489 {
490  ComparisonDescriptor descriptor(ComparisonOperation::Greater);
491  return IsComparisonSupported(input0, input1, output, descriptor, reasonIfUnsupported);
492 }
bool IsComparisonSupported(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &ouput, const ComparisonDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

◆ IsInputSupported()

bool IsInputSupported ( const TensorInfo input,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 494 of file ClLayerSupport.cpp.

496 {
497  return IsClBackendSupported(reasonIfUnsupported, input);
498 }

◆ IsInstanceNormalizationSupported()

bool IsInstanceNormalizationSupported ( const TensorInfo input,
const TensorInfo output,
const InstanceNormalizationDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 500 of file ClLayerSupport.cpp.

References armnn::ClInstanceNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

504 {
506  reasonIfUnsupported,
507  input,
508  output,
509  descriptor);
510 }
arm_compute::Status ClInstanceNormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const InstanceNormalizationDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsL2NormalizationSupported()

bool IsL2NormalizationSupported ( const TensorInfo input,
const TensorInfo output,
const L2NormalizationDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 512 of file ClLayerSupport.cpp.

References armnn::ClL2NormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

516 {
518  reasonIfUnsupported,
519  input,
520  output,
521  descriptor);
522 }
arm_compute::Status ClL2NormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsLogSoftmaxSupported()

bool IsLogSoftmaxSupported ( const TensorInfo input,
const TensorInfo output,
const LogSoftmaxDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 524 of file ClLayerSupport.cpp.

References armnn::ClLogSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

528 {
530  reasonIfUnsupported,
531  input,
532  output,
533  descriptor);
534 }
arm_compute::Status ClLogSoftmaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const LogSoftmaxDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsLstmSupported()

bool IsLstmSupported ( const TensorInfo input,
const TensorInfo outputStateIn,
const TensorInfo cellStateIn,
const TensorInfo scratchBuffer,
const TensorInfo outputStateOut,
const TensorInfo cellStateOut,
const TensorInfo output,
const LstmDescriptor descriptor,
const LstmInputParamsInfo paramsInfo,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 536 of file ClLayerSupport.cpp.

References armnn::ClLstmFloatWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

546 {
548  reasonIfUnsupported,
549  input,
550  outputStateIn,
551  cellStateIn,
552  scratchBuffer,
553  outputStateOut,
554  cellStateOut,
555  output,
556  descriptor,
557  paramsInfo);
558 }
arm_compute::Status ClLstmFloatWorkloadValidate(const TensorInfo &input, const TensorInfo &outputStateIn, const TensorInfo &cellStateIn, const TensorInfo &scratchBuffer, const TensorInfo &outputStateOut, const TensorInfo &cellStateOut, const TensorInfo &output, const LstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsMaximumSupported()

bool IsMaximumSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 560 of file ClLayerSupport.cpp.

References armnn::ClMaximumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

564 {
566  reasonIfUnsupported,
567  input0,
568  input1,
569  output);
570 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClMaximumWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ IsMeanSupported()

bool IsMeanSupported ( const TensorInfo input,
const TensorInfo output,
const MeanDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 572 of file ClLayerSupport.cpp.

References armnn::ClMeanValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

576 {
578  reasonIfUnsupported,
579  input,
580  output,
581  descriptor);
582 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClMeanValidate(const TensorInfo &input, const TensorInfo &output, const MeanDescriptor &desc)

◆ IsMergerSupported()

bool IsMergerSupported ( const std::vector< const TensorInfo *>  inputs,
const TensorInfo output,
const MergerDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 584 of file ClLayerSupport.cpp.

References ClLayerSupport::IsConcatSupported().

588 {
589  return IsConcatSupported(inputs, output, descriptor, reasonIfUnsupported);
590 }
bool IsConcatSupported(const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const ConcatDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

◆ IsMinimumSupported()

bool IsMinimumSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 592 of file ClLayerSupport.cpp.

References armnn::ClMinimumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

596 {
598  reasonIfUnsupported,
599  input0,
600  input1,
601  output);
602 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClMinimumWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ IsMultiplicationSupported()

bool IsMultiplicationSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 604 of file ClLayerSupport.cpp.

References armnn::ClMultiplicationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

608 {
610  reasonIfUnsupported,
611  input0,
612  input1,
613  output);
614 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClMultiplicationWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ IsNormalizationSupported()

bool IsNormalizationSupported ( const TensorInfo input,
const TensorInfo output,
const NormalizationDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 616 of file ClLayerSupport.cpp.

References armnn::ClNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

620 {
621  FORWARD_WORKLOAD_VALIDATE_FUNC(ClNormalizationWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
622 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClNormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const NormalizationDescriptor &descriptor)

◆ IsOutputSupported()

bool IsOutputSupported ( const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 624 of file ClLayerSupport.cpp.

626 {
627  return IsClBackendSupported(reasonIfUnsupported, output);
628 }

◆ IsPadSupported()

bool IsPadSupported ( const TensorInfo input,
const TensorInfo output,
const PadDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 630 of file ClLayerSupport.cpp.

References armnn::ClPadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

634 {
636  reasonIfUnsupported,
637  input,
638  output,
639  descriptor);
640 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClPadValidate(const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor)

◆ IsPermuteSupported()

bool IsPermuteSupported ( const TensorInfo input,
const TensorInfo output,
const PermuteDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 642 of file ClLayerSupport.cpp.

References armnn::ClPermuteWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

646 {
647  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPermuteWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
648 }
arm_compute::Status ClPermuteWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const PermuteDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsPooling2dSupported()

bool IsPooling2dSupported ( const TensorInfo input,
const TensorInfo output,
const Pooling2dDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 650 of file ClLayerSupport.cpp.

References armnn::ClPooling2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

654 {
655  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPooling2dWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
656 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClPooling2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const Pooling2dDescriptor &descriptor)

◆ IsPreluSupported()

bool IsPreluSupported ( const TensorInfo input,
const TensorInfo alpha,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 658 of file ClLayerSupport.cpp.

References armnn::ClPreluWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

662 {
663  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPreluWorkloadValidate, reasonIfUnsupported, input, alpha, output);
664 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClPreluWorkloadValidate(const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output)

◆ IsQLstmSupported()

bool IsQLstmSupported ( const TensorInfo input,
const TensorInfo previousOutputIn,
const TensorInfo previousCellStateIn,
const TensorInfo outputStateOut,
const TensorInfo cellStateOut,
const TensorInfo output,
const QLstmDescriptor descriptor,
const LstmInputParamsInfo paramsInfo,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 666 of file ClLayerSupport.cpp.

References armnn::ClQLstmWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, TensorInfo::GetDataType(), armnn::QAsymmS8, and armnn::QSymmS16.

675 {
676  if (input.GetDataType() == armnn::DataType::QAsymmS8 &&
677  previousOutputIn.GetDataType() == armnn::DataType::QAsymmS8 &&
678  previousCellStateIn.GetDataType() == armnn::DataType::QSymmS16 &&
679  outputStateOut.GetDataType() == armnn::DataType::QAsymmS8 &&
680  cellStateOut.GetDataType() == armnn::DataType::QSymmS16 &&
681  output.GetDataType() == armnn::DataType::QAsymmS8)
682  {
684  reasonIfUnsupported,
685  input,
686  previousCellStateIn,
687  previousOutputIn,
688  cellStateOut,
689  outputStateOut,
690  output,
691  descriptor,
692  paramsInfo);
693  }
694  else
695  {
696  return false;
697  }
698 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClQLstmWorkloadValidate(const TensorInfo &input, const TensorInfo &cellStateIn, const TensorInfo &outputStateIn, const TensorInfo &cellStateOut, const TensorInfo &outputStateOut, const TensorInfo &output, const QLstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo)

◆ IsQuantizedLstmSupported()

bool IsQuantizedLstmSupported ( const TensorInfo input,
const TensorInfo previousCellStateIn,
const TensorInfo previousOutputIn,
const TensorInfo cellStateOut,
const TensorInfo output,
const QuantizedLstmInputParamsInfo paramsInfo,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 700 of file ClLayerSupport.cpp.

References armnn::ClQuantizedLstmWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

707 {
709  reasonIfUnsupported,
710  input,
711  previousCellStateIn,
712  previousOutputIn,
713  cellStateOut,
714  output,
715  paramsInfo);
716 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo &paramsInfo)

◆ IsQuantizeSupported()

bool IsQuantizeSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 718 of file ClLayerSupport.cpp.

References armnn::ClQuantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

721 {
723  reasonIfUnsupported,
724  input,
725  output);
726 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClQuantizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)

◆ IsReshapeSupported()

bool IsReshapeSupported ( const TensorInfo input,
const TensorInfo output,
const ReshapeDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 728 of file ClLayerSupport.cpp.

References armnn::ClReshapeWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, and armnn::IgnoreUnused().

732 {
733  IgnoreUnused(descriptor);
734  FORWARD_WORKLOAD_VALIDATE_FUNC(ClReshapeWorkloadValidate, reasonIfUnsupported, input, output);
735 }
arm_compute::Status ClReshapeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
void IgnoreUnused(Ts &&...)

◆ IsResizeBilinearSupported()

bool IsResizeBilinearSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 745 of file ClLayerSupport.cpp.

References armnn::Bilinear, TensorInfo::GetShape(), ClLayerSupport::IsResizeSupported(), ResizeDescriptor::m_DataLayout, ResizeDescriptor::m_Method, ResizeDescriptor::m_TargetHeight, ResizeDescriptor::m_TargetWidth, and armnn::NCHW.

748 {
749  ResizeDescriptor descriptor;
750  descriptor.m_Method = ResizeMethod::Bilinear;
751  descriptor.m_DataLayout = DataLayout::NCHW;
752 
753  const TensorShape& outputShape = output.GetShape();
754  descriptor.m_TargetHeight = outputShape[2];
755  descriptor.m_TargetWidth = outputShape[3];
756 
757  return IsResizeSupported(input, output, descriptor, reasonIfUnsupported);
758 }
bool IsResizeSupported(const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

◆ IsResizeSupported()

bool IsResizeSupported ( const TensorInfo input,
const TensorInfo output,
const ResizeDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 737 of file ClLayerSupport.cpp.

References armnn::ClResizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsResizeBilinearSupported().

741 {
742  FORWARD_WORKLOAD_VALIDATE_FUNC(ClResizeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
743 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClResizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor)

◆ IsRsqrtSupported()

bool IsRsqrtSupported ( const TensorInfo input,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 760 of file ClLayerSupport.cpp.

References ClLayerSupport::IsElementwiseUnarySupported(), and armnn::Rsqrt.

763 {
764  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Rsqrt);
765  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
766 }
bool IsElementwiseUnarySupported(const TensorInfo &input, const TensorInfo &ouput, const ElementwiseUnaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

◆ IsSliceSupported()

bool IsSliceSupported ( const TensorInfo input,
const TensorInfo output,
const SliceDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 768 of file ClLayerSupport.cpp.

References armnn::ClSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

772 {
773  FORWARD_WORKLOAD_VALIDATE_FUNC(ClSliceWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
774 }
arm_compute::Status ClSliceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SliceDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsSoftmaxSupported()

bool IsSoftmaxSupported ( const TensorInfo input,
const TensorInfo output,
const SoftmaxDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 776 of file ClLayerSupport.cpp.

References armnn::ClSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

780 {
781  FORWARD_WORKLOAD_VALIDATE_FUNC(ClSoftmaxWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
782 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClSoftmaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SoftmaxDescriptor &descriptor)

◆ IsSpaceToBatchNdSupported()

bool IsSpaceToBatchNdSupported ( const TensorInfo input,
const TensorInfo output,
const SpaceToBatchNdDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 784 of file ClLayerSupport.cpp.

References armnn::ClSpaceToBatchNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

788 {
790  reasonIfUnsupported,
791  input,
792  output,
793  descriptor);
794 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClSpaceToBatchNdWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToBatchNdDescriptor &descriptor)

◆ IsSpaceToDepthSupported()

bool IsSpaceToDepthSupported ( const TensorInfo input,
const TensorInfo output,
const SpaceToDepthDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 796 of file ClLayerSupport.cpp.

References armnn::ClSpaceToDepthWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

800 {
802  reasonIfUnsupported,
803  input,
804  output,
805  descriptor);
806 }
arm_compute::Status ClSpaceToDepthWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &desc)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsSplitterSupported() [1/2]

bool IsSplitterSupported ( const TensorInfo input,
const ViewsDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 808 of file ClLayerSupport.cpp.

References TensorInfo::GetDataType(), and armnn::IgnoreUnused().

811 {
812  IgnoreUnused(descriptor);
813  return IsSupportedForDataTypeCl(reasonIfUnsupported,
814  input.GetDataType(),
815  &TrueFunc<>,
816  &TrueFunc<>);
817 }
void IgnoreUnused(Ts &&...)

◆ IsSplitterSupported() [2/2]

bool IsSplitterSupported ( const TensorInfo input,
const std::vector< std::reference_wrapper< TensorInfo >> &  outputs,
const ViewsDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 819 of file ClLayerSupport.cpp.

References armnn::ClSplitterWorkloadValidate(), armnn::ComputeSplitAxis(), FORWARD_WORKLOAD_VALIDATE_FUNC, ViewsDescriptor::GetNumDimensions(), TensorInfo::GetShape(), armnn::IgnoreUnused(), TensorInfo::IsTypeSpaceMatch(), and armnn::SetValueChecked().

823 {
824 #if defined(ARMCOMPUTECL_ENABLED)
825  // Split along the last dimension, cannot use sub-tensors
826  // as width and height of the sub-tensors do not match
827  // the width and height of the parent tensor
828  // in case of input with more than 2D.
829  std::set<unsigned int> splitAxis = ComputeSplitAxis(descriptor, input.GetShape());
830  if (descriptor.GetNumDimensions() > 2 && splitAxis.size() == 1 &&
831  *splitAxis.begin() == descriptor.GetNumDimensions() - 1 )
832  {
834  reasonIfUnsupported,
835  input,
836  outputs,
837  *splitAxis.begin());
838  }
839 #endif
840  IgnoreUnused(descriptor);
841  for (auto output : outputs)
842  {
843  if (!input.IsTypeSpaceMatch(output)) // Cannot use sub-tensors if the types are not same space
844  {
845  SetValueChecked(reasonIfUnsupported, "Cl Splitter: Types and quantization parameters must match.");
846  return false;
847  }
848  }
849  return true;
850 }
arm_compute::Status ClSplitterWorkloadValidate(const TensorInfo &input, const std::vector< std::reference_wrapper< TensorInfo >> &outputs, unsigned int splitAxis)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
void IgnoreUnused(Ts &&...)
std::set< unsigned int > ComputeSplitAxis(const armnn::SplitterDescriptor &desc, const TensorShape &input)
void SetValueChecked(Optional< T &> optionalRef, V &&val)

◆ IsStackSupported()

bool IsStackSupported ( const std::vector< const TensorInfo *> &  inputs,
const TensorInfo output,
const StackDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 852 of file ClLayerSupport.cpp.

References armnn::ClStackWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

856 {
858  reasonIfUnsupported,
859  inputs,
860  output,
861  descriptor);
862 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClStackWorkloadValidate(const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const StackDescriptor &descriptor)

◆ IsStridedSliceSupported()

bool IsStridedSliceSupported ( const TensorInfo input,
const TensorInfo output,
const StridedSliceDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 864 of file ClLayerSupport.cpp.

References armnn::ClStridedSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

868 {
870  reasonIfUnsupported,
871  input,
872  output,
873  descriptor);
874 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClStridedSliceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const StridedSliceDescriptor &descriptor)

◆ IsSubtractionSupported()

bool IsSubtractionSupported ( const TensorInfo input0,
const TensorInfo input1,
const TensorInfo output,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 876 of file ClLayerSupport.cpp.

References armnn::ClSubtractionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

880 {
882  reasonIfUnsupported,
883  input0,
884  input1,
885  output);
886 }
arm_compute::Status ClSubtractionValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

◆ IsTransposeConvolution2dSupported()

bool IsTransposeConvolution2dSupported ( const TensorInfo input,
const TensorInfo output,
const TransposeConvolution2dDescriptor descriptor,
const TensorInfo weights,
const Optional< TensorInfo > &  biases,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 888 of file ClLayerSupport.cpp.

References armnn::ClTransposeConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

894 {
896  reasonIfUnsupported,
897  input,
898  output,
899  descriptor,
900  weights,
901  biases);
902 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClTransposeConvolution2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TransposeConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)

◆ IsTransposeSupported()

bool IsTransposeSupported ( const TensorInfo input,
const TensorInfo output,
const TransposeDescriptor descriptor,
Optional< std::string &>  reasonIfUnsupported = EmptyOptional() 
) const
overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 904 of file ClLayerSupport.cpp.

References armnn::ClTransposeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

908 {
909  FORWARD_WORKLOAD_VALIDATE_FUNC(ClTransposeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
910 }
arm_compute::Status ClTransposeWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TransposeDescriptor &descriptor)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)

The documentation for this class was generated from the following files: