ArmNN
 20.05
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 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 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 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 IsLogSoftmaxSupported (const TensorInfo &input, const TensorInfo &output, const LogSoftmaxDescriptor &descriptor, 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 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 154 of file ClLayerSupport.cpp.

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

157 {
158  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Abs);
159  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
160 }
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 162 of file ClLayerSupport.cpp.

References armnn::ClActivationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

166 {
168  reasonIfUnsupported,
169  input,
170  output,
171  descriptor);
172 }
#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 174 of file ClLayerSupport.cpp.

References armnn::ClAdditionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

178 {
180  reasonIfUnsupported,
181  input0,
182  input1,
183  output);
184 }
#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 186 of file ClLayerSupport.cpp.

References armnn::ClArgMinMaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

190 {
191 
193  reasonIfUnsupported,
194  input,
195  output,
196  descriptor);
197 }
#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 199 of file ClLayerSupport.cpp.

References armnn::ClBatchNormalizationValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

207 {
209  reasonIfUnsupported,
210  input,
211  output,
212  mean,
213  var,
214  beta,
215  gamma,
216  descriptor);
217 }
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 219 of file ClLayerSupport.cpp.

References armnn::ClBatchToSpaceNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

223 {
225  reasonIfUnsupported,
226  input,
227  output,
228  descriptor);
229 }
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 231 of file ClLayerSupport.cpp.

References armnn::ClComparisonWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsGreaterSupported().

236 {
238  reasonIfUnsupported,
239  input0,
240  input1,
241  output,
242  descriptor);
243 }
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 245 of file ClLayerSupport.cpp.

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

Referenced by ClLayerSupport::IsMergerSupported().

249 {
250  if (descriptor.GetNumDimensions() <= descriptor.GetConcatAxis())
251  {
252  SetValueChecked(reasonIfUnsupported, "Cl Concat: Concat axis > Number of dimensions.");
253  return false;
254  }
255 
256  unsigned int concatInnerAxis = (descriptor.GetNumDimensions() - descriptor.GetConcatAxis()) - 1;
257  if(concatInnerAxis < 3) // Width, height, or channels
258  {
260  reasonIfUnsupported,
261  inputs,
262  output,
263  descriptor);
264  }
265  else if (concatInnerAxis == 3)
266  {
267  // We rely on the sub-tensor optimization to handle the batch dimension for 4D tensors. If we can't use
268  // sub-tensors for this then we can't support it. Here is where we check that the sub-tensors will work.
269  for (auto& input : inputs)
270  {
271  if (input && !output.IsTypeSpaceMatch(*input)) // Cannot use sub-tensors if the types are not same space
272  {
273  SetValueChecked(reasonIfUnsupported, "Cl Concat: Types and quantization parameters must match.");
274  return false;
275  }
276  }
277  return true; // Sub-tensors support concat along batch
278  }
279  else // > 4 dimensions not supported.
280  {
281  SetValueChecked(reasonIfUnsupported, "Cl Concat: Maximum of 4 dimensions supported.");
282  return false;
283  }
284 }
#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 286 of file ClLayerSupport.cpp.

References armnn::ClConstantWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

288 {
290  reasonIfUnsupported,
291  output);
292 }
#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 294 of file ClLayerSupport.cpp.

References armnn::ClConvertFp16ToFp32WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

297 {
299  reasonIfUnsupported,
300  input,
301  output);
302 }
#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 304 of file ClLayerSupport.cpp.

References armnn::ClConvertFp32ToFp16WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

307 {
309  reasonIfUnsupported,
310  input,
311  output);
312 }
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 314 of file ClLayerSupport.cpp.

References armnn::ClConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

320 {
322  reasonIfUnsupported,
323  input,
324  output,
325  descriptor,
326  weights,
327  biases);
328 }
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 340 of file ClLayerSupport.cpp.

References armnn::ClDepthToSpaceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

344 {
346  reasonIfUnsupported,
347  input,
348  output,
349  descriptor);
350 }
#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 352 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

358 {
360  reasonIfUnsupported,
361  input,
362  output,
363  descriptor,
364  weights,
365  biases);
366 }
#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 330 of file ClLayerSupport.cpp.

References armnn::ClDequantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

333 {
335  reasonIfUnsupported,
336  input,
337  output);
338 }
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 368 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

374 {
376  reasonIfUnsupported,
377  input,
378  output,
379  descriptor,
380  weights,
381  biases);
382 }
#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 385 of file ClLayerSupport.cpp.

References armnn::ClDivisionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

389 {
391  reasonIfUnsupported,
392  input0,
393  input1,
394  output);
395 }
#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 397 of file ClLayerSupport.cpp.

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

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

401 {
402  if (descriptor.m_Operation == UnaryOperation::Abs)
403  {
405  reasonIfUnsupported,
406  input,
407  output);
408  }
409  else if (descriptor.m_Operation == UnaryOperation::Rsqrt)
410  {
412  reasonIfUnsupported,
413  input,
414  output);
415  }
416  else if (descriptor.m_Operation == UnaryOperation::Neg)
417  {
419  reasonIfUnsupported,
420  input,
421  output);
422  }
423 
424  return false;
425 }
#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 ClRsqrtWorkloadValidate(const TensorInfo &input, const TensorInfo &output)

◆ IsFloorSupported()

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

Reimplemented from LayerSupportBase.

Definition at line 427 of file ClLayerSupport.cpp.

References armnn::ClFloorWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

430 {
432  reasonIfUnsupported,
433  input,
434  output);
435 }
#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 437 of file ClLayerSupport.cpp.

References armnn::ClFullyConnectedWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

443 {
445  reasonIfUnsupported,
446  input,
447  output,
448  weights,
449  biases,
450  descriptor);
451 }
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,...)

◆ IsGreaterSupported()

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

Reimplemented from LayerSupportBase.

Definition at line 453 of file ClLayerSupport.cpp.

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

457 {
458  ComparisonDescriptor descriptor(ComparisonOperation::Greater);
459  return IsComparisonSupported(input0, input1, output, descriptor, reasonIfUnsupported);
460 }
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 462 of file ClLayerSupport.cpp.

464 {
465  return IsClBackendSupported(reasonIfUnsupported, input);
466 }

◆ 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 468 of file ClLayerSupport.cpp.

References armnn::ClInstanceNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

472 {
474  reasonIfUnsupported,
475  input,
476  output,
477  descriptor);
478 }
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 480 of file ClLayerSupport.cpp.

References armnn::ClL2NormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

484 {
486  reasonIfUnsupported,
487  input,
488  output,
489  descriptor);
490 }
arm_compute::Status ClL2NormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &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 492 of file ClLayerSupport.cpp.

References armnn::ClLstmFloatWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

502 {
504  reasonIfUnsupported,
505  input,
506  outputStateIn,
507  cellStateIn,
508  scratchBuffer,
509  outputStateOut,
510  cellStateOut,
511  output,
512  descriptor,
513  paramsInfo);
514 }
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 516 of file ClLayerSupport.cpp.

References armnn::ClMaximumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

520 {
522  reasonIfUnsupported,
523  input0,
524  input1,
525  output);
526 }
#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 528 of file ClLayerSupport.cpp.

References armnn::ClMeanValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

532 {
534  reasonIfUnsupported,
535  input,
536  output,
537  descriptor);
538 }
#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 540 of file ClLayerSupport.cpp.

References ClLayerSupport::IsConcatSupported().

544 {
545  return IsConcatSupported(inputs, output, descriptor, reasonIfUnsupported);
546 }
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 548 of file ClLayerSupport.cpp.

References armnn::ClMinimumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

552 {
554  reasonIfUnsupported,
555  input0,
556  input1,
557  output);
558 }
#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 560 of file ClLayerSupport.cpp.

References armnn::ClMultiplicationWorkloadValidate(), 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 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 572 of file ClLayerSupport.cpp.

References armnn::ClNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

576 {
577  FORWARD_WORKLOAD_VALIDATE_FUNC(ClNormalizationWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
578 }
#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 580 of file ClLayerSupport.cpp.

582 {
583  return IsClBackendSupported(reasonIfUnsupported, output);
584 }

◆ 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 586 of file ClLayerSupport.cpp.

References armnn::ClPadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

590 {
592  reasonIfUnsupported,
593  input,
594  output,
595  descriptor);
596 }
#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 598 of file ClLayerSupport.cpp.

References armnn::ClPermuteWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

602 {
603  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPermuteWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
604 }
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 606 of file ClLayerSupport.cpp.

References armnn::ClPooling2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

610 {
611  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPooling2dWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
612 }
#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 614 of file ClLayerSupport.cpp.

References armnn::ClPreluWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

618 {
619  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPreluWorkloadValidate, reasonIfUnsupported, input, alpha, output);
620 }
#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 622 of file ClLayerSupport.cpp.

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

631 {
632  if (input.GetDataType() == armnn::DataType::QAsymmS8 &&
633  previousOutputIn.GetDataType() == armnn::DataType::QAsymmS8 &&
634  previousCellStateIn.GetDataType() == armnn::DataType::QSymmS16 &&
635  outputStateOut.GetDataType() == armnn::DataType::QAsymmS8 &&
636  cellStateOut.GetDataType() == armnn::DataType::QSymmS16 &&
637  output.GetDataType() == armnn::DataType::QAsymmS8)
638  {
640  reasonIfUnsupported,
641  input,
642  previousCellStateIn,
643  previousOutputIn,
644  cellStateOut,
645  outputStateOut,
646  output,
647  descriptor,
648  paramsInfo);
649  }
650  else
651  {
652  return false;
653  }
654 }
#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 656 of file ClLayerSupport.cpp.

References armnn::ClQuantizedLstmWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

663 {
665  reasonIfUnsupported,
666  input,
667  previousCellStateIn,
668  previousOutputIn,
669  cellStateOut,
670  output,
671  paramsInfo);
672 }
#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 674 of file ClLayerSupport.cpp.

References armnn::ClQuantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

677 {
679  reasonIfUnsupported,
680  input,
681  output);
682 }
#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 684 of file ClLayerSupport.cpp.

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

688 {
689  IgnoreUnused(descriptor);
690  FORWARD_WORKLOAD_VALIDATE_FUNC(ClReshapeWorkloadValidate, reasonIfUnsupported, input, output);
691 }
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 701 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.

704 {
705  ResizeDescriptor descriptor;
706  descriptor.m_Method = ResizeMethod::Bilinear;
707  descriptor.m_DataLayout = DataLayout::NCHW;
708 
709  const TensorShape& outputShape = output.GetShape();
710  descriptor.m_TargetHeight = outputShape[2];
711  descriptor.m_TargetWidth = outputShape[3];
712 
713  return IsResizeSupported(input, output, descriptor, reasonIfUnsupported);
714 }
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 693 of file ClLayerSupport.cpp.

References armnn::ClResizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsResizeBilinearSupported().

697 {
698  FORWARD_WORKLOAD_VALIDATE_FUNC(ClResizeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
699 }
#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 716 of file ClLayerSupport.cpp.

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

719 {
720  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Rsqrt);
721  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
722 }
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 724 of file ClLayerSupport.cpp.

References armnn::ClSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

728 {
729  FORWARD_WORKLOAD_VALIDATE_FUNC(ClSliceWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
730 }
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 732 of file ClLayerSupport.cpp.

References armnn::ClSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

736 {
737  FORWARD_WORKLOAD_VALIDATE_FUNC(ClSoftmaxWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
738 }
#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 740 of file ClLayerSupport.cpp.

References armnn::ClSpaceToBatchNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

744 {
746  reasonIfUnsupported,
747  input,
748  output,
749  descriptor);
750 }
#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 752 of file ClLayerSupport.cpp.

References armnn::ClSpaceToDepthWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

756 {
758  reasonIfUnsupported,
759  input,
760  output,
761  descriptor);
762 }
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 764 of file ClLayerSupport.cpp.

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

767 {
768  IgnoreUnused(descriptor);
769  return IsSupportedForDataTypeCl(reasonIfUnsupported,
770  input.GetDataType(),
771  &TrueFunc<>,
772  &TrueFunc<>);
773 }
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 775 of file ClLayerSupport.cpp.

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

779 {
780 #if defined(ARMCOMPUTECL_ENABLED)
781  // Split along the last dimension, cannot use sub-tensors
782  // as width and height of the sub-tensors do not match
783  // the width and height of the parent tensor
784  // in case of input with more than 2D.
785  std::set<unsigned int> splitAxis = ComputeSplitAxis(descriptor, input.GetShape());
786  if (descriptor.GetNumDimensions() > 2 && splitAxis.size() == 1 &&
787  *splitAxis.begin() == descriptor.GetNumDimensions() - 1 )
788  {
790  reasonIfUnsupported,
791  input,
792  outputs,
793  *splitAxis.begin());
794  }
795 #endif
796  IgnoreUnused(descriptor);
797  for (auto output : outputs)
798  {
799  if (!input.IsTypeSpaceMatch(output)) // Cannot use sub-tensors if the types are not same space
800  {
801  SetValueChecked(reasonIfUnsupported, "Cl Splitter: Types and quantization parameters must match.");
802  return false;
803  }
804  }
805  return true;
806 }
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 808 of file ClLayerSupport.cpp.

References armnn::ClStackWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

812 {
814  reasonIfUnsupported,
815  inputs,
816  output,
817  descriptor);
818 }
#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 820 of file ClLayerSupport.cpp.

References armnn::ClStridedSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

824 {
826  reasonIfUnsupported,
827  input,
828  output,
829  descriptor);
830 }
#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 832 of file ClLayerSupport.cpp.

References armnn::ClSubtractionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

836 {
838  reasonIfUnsupported,
839  input0,
840  input1,
841  output);
842 }
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 844 of file ClLayerSupport.cpp.

References armnn::ClTransposeConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

850 {
852  reasonIfUnsupported,
853  input,
854  output,
855  descriptor,
856  weights,
857  biases);
858 }
#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 860 of file ClLayerSupport.cpp.

References armnn::ClTransposeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

864 {
865  FORWARD_WORKLOAD_VALIDATE_FUNC(ClTransposeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
866 }
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: