ArmNN
 20.02
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 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 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 151 of file ClLayerSupport.cpp.

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

154 {
155  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Abs);
156  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
157 }
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 159 of file ClLayerSupport.cpp.

References armnn::ClActivationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

163 {
165  reasonIfUnsupported,
166  input,
167  output,
168  descriptor);
169 }
#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 171 of file ClLayerSupport.cpp.

References armnn::ClAdditionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

175 {
177  reasonIfUnsupported,
178  input0,
179  input1,
180  output);
181 }
#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 183 of file ClLayerSupport.cpp.

References armnn::ClArgMinMaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

187 {
188 
190  reasonIfUnsupported,
191  input,
192  output,
193  descriptor);
194 }
#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 196 of file ClLayerSupport.cpp.

References armnn::ClBatchNormalizationValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

204 {
206  reasonIfUnsupported,
207  input,
208  output,
209  mean,
210  var,
211  beta,
212  gamma,
213  descriptor);
214 }
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 216 of file ClLayerSupport.cpp.

References armnn::ClBatchToSpaceNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

220 {
222  reasonIfUnsupported,
223  input,
224  output,
225  descriptor);
226 }
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 228 of file ClLayerSupport.cpp.

References armnn::ClGreaterWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, armnn::Greater, and ComparisonDescriptor::m_Operation.

Referenced by ClLayerSupport::IsGreaterSupported().

233 {
234  if (descriptor.m_Operation == ComparisonOperation::Greater)
235  {
237  reasonIfUnsupported,
238  input0,
239  input1,
240  output);
241  }
242 
243  return false;
244 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClGreaterWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)

◆ 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 246 of file ClLayerSupport.cpp.

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

Referenced by ClLayerSupport::IsMergerSupported().

250 {
251  if (descriptor.GetNumDimensions() <= descriptor.GetConcatAxis())
252  {
253  SetValueChecked(reasonIfUnsupported, "Cl Concat: Concat axis > Number of dimensions.");
254  return false;
255  }
256 
257  unsigned int concatInnerAxis = (descriptor.GetNumDimensions() - descriptor.GetConcatAxis()) - 1;
258  if(concatInnerAxis < 3) // Width, height, or channels
259  {
261  reasonIfUnsupported,
262  inputs,
263  output,
264  descriptor);
265  }
266  else if (concatInnerAxis == 3)
267  {
268  // We rely on the sub-tensor optimization to handle the batch dimension for 4D tensors. If we can't use
269  // sub-tensors for this then we can't support it. Here is where we check that the sub-tensors will work.
270  for (auto& input : inputs)
271  {
272  if (input && !output.IsTypeSpaceMatch(*input)) // Cannot use sub-tensors if the types are not same space
273  {
274  SetValueChecked(reasonIfUnsupported, "Cl Concat: Types and quantization parameters must match.");
275  return false;
276  }
277  }
278  return true; // Sub-tensors support concat along batch
279  }
280  else // > 4 dimensions not supported.
281  {
282  SetValueChecked(reasonIfUnsupported, "Cl Concat: Maximum of 4 dimensions supported.");
283  return false;
284  }
285 }
#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 287 of file ClLayerSupport.cpp.

References TensorInfo::GetDataType().

289 {
290  return IsSupportedForDataTypeCl(reasonIfUnsupported,
291  output.GetDataType(),
292  &TrueFunc<>,
293  &TrueFunc<>);
294 }

◆ IsConvertFp16ToFp32Supported()

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

Reimplemented from LayerSupportBase.

Definition at line 296 of file ClLayerSupport.cpp.

References armnn::ClConvertFp16ToFp32WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

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

References armnn::ClConvertFp32ToFp16WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

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

References armnn::ClConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

322 {
324  reasonIfUnsupported,
325  input,
326  output,
327  descriptor,
328  weights,
329  biases);
330 }
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 342 of file ClLayerSupport.cpp.

References armnn::ClDepthToSpaceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

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

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

360 {
362  reasonIfUnsupported,
363  input,
364  output,
365  descriptor,
366  weights,
367  biases);
368 }
#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 332 of file ClLayerSupport.cpp.

References armnn::ClDequantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

335 {
337  reasonIfUnsupported,
338  input,
339  output);
340 }
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 370 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

376 {
378  reasonIfUnsupported,
379  input,
380  output,
381  descriptor,
382  weights,
383  biases);
384 }
#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 387 of file ClLayerSupport.cpp.

References armnn::ClDivisionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

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

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

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

403 {
404  if (descriptor.m_Operation == UnaryOperation::Abs)
405  {
407  reasonIfUnsupported,
408  input,
409  output);
410  }
411  else if (descriptor.m_Operation == UnaryOperation::Rsqrt)
412  {
414  reasonIfUnsupported,
415  input,
416  output);
417  }
418 
419  return false;
420 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClAbsWorkloadValidate(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 422 of file ClLayerSupport.cpp.

References armnn::ClFloorWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

425 {
427  reasonIfUnsupported,
428  input,
429  output);
430 }
#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 432 of file ClLayerSupport.cpp.

References armnn::ClFullyConnectedWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

438 {
440  reasonIfUnsupported,
441  input,
442  output,
443  weights,
444  biases,
445  descriptor);
446 }
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 448 of file ClLayerSupport.cpp.

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

452 {
453  ComparisonDescriptor descriptor(ComparisonOperation::Greater);
454  return IsComparisonSupported(input0, input1, output, descriptor, reasonIfUnsupported);
455 }
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 457 of file ClLayerSupport.cpp.

459 {
460  return IsClBackendSupported(reasonIfUnsupported, input);
461 }

◆ 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 463 of file ClLayerSupport.cpp.

References armnn::ClInstanceNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

467 {
469  reasonIfUnsupported,
470  input,
471  output,
472  descriptor);
473 }
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 475 of file ClLayerSupport.cpp.

References armnn::ClL2NormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

479 {
481  reasonIfUnsupported,
482  input,
483  output,
484  descriptor);
485 }
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 487 of file ClLayerSupport.cpp.

References armnn::ClLstmFloatWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

497 {
499  reasonIfUnsupported,
500  input,
501  outputStateIn,
502  cellStateIn,
503  scratchBuffer,
504  outputStateOut,
505  cellStateOut,
506  output,
507  descriptor,
508  paramsInfo);
509 }
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 511 of file ClLayerSupport.cpp.

References armnn::ClMaximumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

515 {
517  reasonIfUnsupported,
518  input0,
519  input1,
520  output);
521 }
#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 523 of file ClLayerSupport.cpp.

References armnn::ClMeanValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

527 {
529  reasonIfUnsupported,
530  input,
531  output,
532  descriptor);
533 }
#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 535 of file ClLayerSupport.cpp.

References ClLayerSupport::IsConcatSupported().

539 {
540  return IsConcatSupported(inputs, output, descriptor, reasonIfUnsupported);
541 }
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 543 of file ClLayerSupport.cpp.

References armnn::ClMinimumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

547 {
549  reasonIfUnsupported,
550  input0,
551  input1,
552  output);
553 }
#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 555 of file ClLayerSupport.cpp.

References armnn::ClMultiplicationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

559 {
561  reasonIfUnsupported,
562  input0,
563  input1,
564  output);
565 }
#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 567 of file ClLayerSupport.cpp.

References armnn::ClNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

571 {
572  FORWARD_WORKLOAD_VALIDATE_FUNC(ClNormalizationWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
573 }
#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 575 of file ClLayerSupport.cpp.

577 {
578  return IsClBackendSupported(reasonIfUnsupported, output);
579 }

◆ 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 581 of file ClLayerSupport.cpp.

References armnn::ClPadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

585 {
587  reasonIfUnsupported,
588  input,
589  output,
590  descriptor);
591 }
#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 593 of file ClLayerSupport.cpp.

References armnn::ClPermuteWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

597 {
598  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPermuteWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
599 }
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 601 of file ClLayerSupport.cpp.

References armnn::ClPooling2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

605 {
606  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPooling2dWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
607 }
#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 609 of file ClLayerSupport.cpp.

References armnn::ClPreluWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

613 {
614  FORWARD_WORKLOAD_VALIDATE_FUNC(ClPreluWorkloadValidate, reasonIfUnsupported, input, alpha, output);
615 }
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
arm_compute::Status ClPreluWorkloadValidate(const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output)

◆ 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 617 of file ClLayerSupport.cpp.

References armnn::ClQuantizedLstmWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

624 {
626  reasonIfUnsupported,
627  input,
628  previousCellStateIn,
629  previousOutputIn,
630  cellStateOut,
631  output,
632  paramsInfo);
633 }
#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 635 of file ClLayerSupport.cpp.

References armnn::ClQuantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

638 {
640  reasonIfUnsupported,
641  input,
642  output);
643 }
#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 645 of file ClLayerSupport.cpp.

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

649 {
650  IgnoreUnused(descriptor);
651  FORWARD_WORKLOAD_VALIDATE_FUNC(ClReshapeWorkloadValidate, reasonIfUnsupported, input, output);
652 }
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 662 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.

665 {
666  ResizeDescriptor descriptor;
667  descriptor.m_Method = ResizeMethod::Bilinear;
668  descriptor.m_DataLayout = DataLayout::NCHW;
669 
670  const TensorShape& outputShape = output.GetShape();
671  descriptor.m_TargetHeight = outputShape[2];
672  descriptor.m_TargetWidth = outputShape[3];
673 
674  return IsResizeSupported(input, output, descriptor, reasonIfUnsupported);
675 }
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 654 of file ClLayerSupport.cpp.

References armnn::ClResizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsResizeBilinearSupported().

658 {
659  FORWARD_WORKLOAD_VALIDATE_FUNC(ClResizeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
660 }
#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 677 of file ClLayerSupport.cpp.

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

680 {
681  ElementwiseUnaryDescriptor descriptor(UnaryOperation::Rsqrt);
682  return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
683 }
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 685 of file ClLayerSupport.cpp.

References armnn::ClSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

689 {
690  FORWARD_WORKLOAD_VALIDATE_FUNC(ClSliceWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
691 }
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 693 of file ClLayerSupport.cpp.

References armnn::ClSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

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

References armnn::ClSpaceToBatchNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

705 {
707  reasonIfUnsupported,
708  input,
709  output,
710  descriptor);
711 }
#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 713 of file ClLayerSupport.cpp.

References armnn::ClSpaceToDepthWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

717 {
719  reasonIfUnsupported,
720  input,
721  output,
722  descriptor);
723 }
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 725 of file ClLayerSupport.cpp.

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

728 {
729  IgnoreUnused(descriptor);
730  return IsSupportedForDataTypeCl(reasonIfUnsupported,
731  input.GetDataType(),
732  &TrueFunc<>,
733  &TrueFunc<>);
734 }
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 736 of file ClLayerSupport.cpp.

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

740 {
741 #if defined(ARMCOMPUTECL_ENABLED)
742  // Split along the last dimension, cannot use sub-tensors
743  // as width and height of the sub-tensors do not match
744  // the width and height of the parent tensor
745  // in case of input with more than 2D.
746  std::set<unsigned int> splitAxis = ComputeSplitAxis(descriptor, input.GetShape());
747  if (descriptor.GetNumDimensions() > 2 && splitAxis.size() == 1 &&
748  *splitAxis.begin() == descriptor.GetNumDimensions() - 1 )
749  {
751  reasonIfUnsupported,
752  input,
753  outputs,
754  *splitAxis.begin());
755  }
756 #endif
757  IgnoreUnused(descriptor);
758  for (auto output : outputs)
759  {
760  if (!input.IsTypeSpaceMatch(output)) // Cannot use sub-tensors if the types are not same space
761  {
762  SetValueChecked(reasonIfUnsupported, "Cl Splitter: Types and quantization parameters must match.");
763  return false;
764  }
765  }
766  return true;
767 }
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 769 of file ClLayerSupport.cpp.

References armnn::ClStackWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

773 {
775  reasonIfUnsupported,
776  inputs,
777  output,
778  descriptor);
779 }
#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 781 of file ClLayerSupport.cpp.

References armnn::ClStridedSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

785 {
787  reasonIfUnsupported,
788  input,
789  output,
790  descriptor);
791 }
#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 793 of file ClLayerSupport.cpp.

References armnn::ClSubtractionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

797 {
799  reasonIfUnsupported,
800  input0,
801  input1,
802  output);
803 }
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 805 of file ClLayerSupport.cpp.

References armnn::ClTransposeConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

811 {
813  reasonIfUnsupported,
814  input,
815  output,
816  descriptor,
817  weights,
818  biases);
819 }
#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 821 of file ClLayerSupport.cpp.

References armnn::ClTransposeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

825 {
826  FORWARD_WORKLOAD_VALIDATE_FUNC(ClTransposeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
827 }
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: