15 #include <boost/core/ignore_unused.hpp> 17 #if defined(ARMCOMPUTECL_ENABLED) 65 using namespace boost;
73 template<
unsigned int FilterSize>
74 bool IsMatchingSize2d(
const TensorInfo& weightInfo)
77 return (weightInfo.GetShape()[3] == FilterSize) && (weightInfo.GetShape()[2] == FilterSize);
80 template<u
int32_t Val
idStr
ide>
81 bool IsMatchingStride(uint32_t actualStride)
83 return ValidStride == actualStride;
86 template<uint32_t FirstStride, uint32_t SecondStride, uint32_t... ValidStrides>
87 bool IsMatchingStride(uint32_t actualStride)
89 return IsMatchingStride<FirstStride>(actualStride) || IsMatchingStride<SecondStride, ValidStrides...>(actualStride);
92 template<
typename ... Args>
93 bool IsClBackendSupported(Optional<std::string&> reasonIfUnsupported, Args... args)
95 boost::ignore_unused(reasonIfUnsupported, (args)...);
96 #if defined(ARMCOMPUTECL_ENABLED) 99 if (reasonIfUnsupported)
101 reasonIfUnsupported.value() =
"The armnn library has been built without CL support";
107 #if defined(ARMCOMPUTECL_ENABLED) 108 #define FORWARD_CL_LAYER_SUPPORT_FUNC(expr) (expr) 110 #define FORWARD_CL_LAYER_SUPPORT_FUNC(expr) IsClBackendSupported(reasonIfUnsupported) 113 #if defined(ARMCOMPUTECL_ENABLED) 114 template<
class FuncType,
class... Args>
115 inline bool IsWorkloadSupported(FuncType&& func, Optional<std::string&> reasonIfUnsupported, Args&&... args)
118 const bool supported = (aclStatus.error_code() == arm_compute::ErrorCode::OK);
119 if (!supported && reasonIfUnsupported)
121 reasonIfUnsupported.value() = aclStatus.error_description();
126 #define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported, ...) \ 127 return IsWorkloadSupported(func, reasonIfUnsupported, __VA_ARGS__); 129 #define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported, ...) \ 130 return IsClBackendSupported(reasonIfUnsupported, __VA_ARGS__); 133 template<
typename FloatFunc,
typename Uint8Func,
typename ... Params>
134 bool IsSupportedForDataTypeCl(Optional<std::string&> reasonIfUnsupported,
136 FloatFunc floatFuncPtr,
137 Uint8Func uint8FuncPtr,
140 return IsClBackendSupported(reasonIfUnsupported) &&
148 std::forward<Params>(params)...);
157 return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
229 bool ClLayerSupport::IsComparisonSupported(
const TensorInfo& input0,
235 if (descriptor.
m_Operation == ComparisonOperation::Greater)
254 SetValueChecked(reasonIfUnsupported,
"Cl Concat: Concat axis > Number of dimensions.");
259 if(concatInnerAxis < 3)
267 else if (concatInnerAxis == 3)
271 for (
auto& input : inputs)
275 SetValueChecked(reasonIfUnsupported,
"Cl Concat: Types and quantization parameters must match.");
283 SetValueChecked(reasonIfUnsupported,
"Cl Concat: Maximum of 4 dimensions supported.");
291 return IsSupportedForDataTypeCl(reasonIfUnsupported,
343 bool ClLayerSupport::IsDepthToSpaceSupported(
const TensorInfo& input,
371 bool ClLayerSupport::IsDilatedDepthwiseConvolutionSupported(
const TensorInfo& input,
400 bool ClLayerSupport::IsElementwiseUnarySupported(
const TensorInfo& input,
412 else if (descriptor.
m_Operation == UnaryOperation::Rsqrt)
455 return IsComparisonSupported(input0, input1, output, descriptor, reasonIfUnsupported);
461 return IsClBackendSupported(reasonIfUnsupported, input);
464 bool ClLayerSupport::IsInstanceNormalizationSupported(
const TensorInfo& input,
579 return IsClBackendSupported(reasonIfUnsupported, output);
651 ignore_unused(descriptor);
668 descriptor.
m_Method = ResizeMethod::Bilinear;
683 return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
686 bool ClLayerSupport::IsSliceSupported(
const TensorInfo& input,
730 ignore_unused(descriptor);
731 return IsSupportedForDataTypeCl(reasonIfUnsupported,
738 const std::vector<std::reference_wrapper<TensorInfo>>& outputs,
742 #if defined(ARMCOMPUTECL_ENABLED) 758 boost::ignore_unused(descriptor);
759 for (
auto output : outputs)
763 SetValueChecked(reasonIfUnsupported,
"Cl Splitter: Types and quantization parameters must match.");
arm_compute::Status ClActivationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ActivationDescriptor &descriptor)
arm_compute::Status ClStridedSliceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const StridedSliceDescriptor &descriptor)
arm_compute::Status ClPreluWorkloadValidate(const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output)
UnaryOperation m_Operation
Specifies the elementwiseUnary operation to execute.
A BatchToSpaceNdDescriptor for the BatchToSpaceNdLayer.
bool IsBatchToSpaceNdSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClMinimumWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
A NormalizationDescriptor for the NormalizationLayer.
arm_compute::Status ClQuantizedLstmWorkloadValidate(const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo ¶msInfo)
bool IsFullyConnectedSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClBatchToSpaceNdWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &desc)
arm_compute::Status ClFloorWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
uint32_t m_TargetHeight
Target height value.
arm_compute::Status ClTransposeConvolution2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TransposeConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)
bool IsRsqrtSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
std::set< unsigned int > ComputeSplitAxis(const armnn::SplitterDescriptor &desc, const TensorShape &input)
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
bool IsResizeBilinearSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClDequantizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
A PadDescriptor for the PadLayer.
An ActivationDescriptor for the ActivationLayer.
arm_compute::Status ClMultiplicationWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
#define FORWARD_WORKLOAD_VALIDATE_FUNC(func, reasonIfUnsupported,...)
bool IsTransposeConvolution2dSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const TransposeConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClConvolution2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const Convolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)
A BatchNormalizationDescriptor for the BatchNormalizationLayer.
bool IsActivationSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const ActivationDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsReshapeSupported(const BackendId &backend, const TensorInfo &input, const ReshapeDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsBatchNormalizationSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const TensorInfo &mean, const TensorInfo &var, const TensorInfo &beta, const TensorInfo &gamma, const BatchNormalizationDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsQuantizedLstmSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo ¶msInfo, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsSpaceToBatchNdSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const SpaceToBatchNdDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A L2NormalizationDescriptor for the L2NormalizationLayer.
A ViewsDescriptor for the SplitterLayer. Descriptor to configure the splitting process. Number of Views must be equal to the number of outputs, and their order must match - e.g. first view corresponds to the first output, second view to the second output, etc.
bool IsSpaceToDepthSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsGreaterSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsStridedSliceSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const StridedSliceDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A SpaceToDepthDescriptor for the SpaceToDepthLayer.
arm_compute::Status ClFullyConnectedWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor)
ISubgraphViewConverter supported
A ReshapeDescriptor for the ReshapeLayer.
A TransposeConvolution2dDescriptor for the TransposeConvolution2dLayer.
A ElementwiseUnaryDescriptor for the ElementwiseUnaryLayer.
bool IsMaximumSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnSupported=nullptr, size_t reasonIfUnSupportedMaxLength=0)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClDivisionWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
arm_compute::Status ClSoftmaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SoftmaxDescriptor &descriptor)
bool IsConcatSupported(const BackendId &backend, const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const OriginsDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClSplitterWorkloadValidate(const TensorInfo &input, const std::vector< std::reference_wrapper< TensorInfo >> &outputs, unsigned int splitAxis)
bool IsDivisionSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClConcatWorkloadValidate(const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const OriginsDescriptor &descriptor)
bool IsAdditionSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
uint32_t GetNumDimensions() const
Get the number of dimensions.
arm_compute::Status ClDepthToSpaceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &desc)
bool IsTypeSpaceMatch(const TensorInfo &other) const
Check that the types are the same and, if quantize, that the quantization parameters are the same...
arm_compute::Status ClAdditionValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
arm_compute::Status ClRsqrtWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClConvertFp16ToFp32WorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClArgMinMaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ArgMinMaxDescriptor &descriptor)
An LstmDescriptor for the LstmLayer.
uint32_t GetNumDimensions() const
Get the number of dimensions.
unsigned int GetConcatAxis() const
Get the concatenation axis value.
bool IsPreluSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsFloorSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
An InstanceNormalizationDescriptor for InstanceNormalizationLayer.
bool IsSplitterSupported(const BackendId &backend, const TensorInfo &input, const ViewsDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
A FullyConnectedDescriptor for the FullyConnectedLayer.
bool IsSoftmaxSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const SoftmaxDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsNormalizationSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const NormalizationDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A StackDescriptor for the StackLayer.
bool IsSupportedForDataTypeGeneric(Optional< std::string &> reasonIfUnsupported, DataType dataType, Float16Func float16FuncPtr, Float32Func float32FuncPtr, Uint8Func uint8FuncPtr, Int32Func int32FuncPtr, BooleanFunc booleanFuncPtr, Params &&... params)
bool IsL2NormalizationSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A SoftmaxDescriptor for the SoftmaxLayer.
arm_compute::Status ClStackWorkloadValidate(const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const StackDescriptor &descriptor)
uint32_t m_TargetWidth
Target width value.
arm_compute::Status ClMeanValidate(const TensorInfo &input, const TensorInfo &output, const MeanDescriptor &desc)
bool IsInputSupported(const BackendId &backend, const TensorInfo &input, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsOutputSupported(const BackendId &backend, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClSubtractionValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
ComparisonOperation m_Operation
Specifies the comparison operation to execute.
bool IsLstmSupported(const BackendId &backend, 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 ¶msInfo, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsConvertFp16ToFp32Supported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
void SetValueChecked(Optional< T &> optionalRef, V &&val)
arm_compute::Status ClInstanceNormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const InstanceNormalizationDescriptor &descriptor)
bool IsPooling2dSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const Pooling2dDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClPermuteWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const PermuteDescriptor &descriptor)
arm_compute::Status ClSpaceToDepthWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &desc)
bool IsMeanSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const MeanDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClSliceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SliceDescriptor &descriptor)
DataType GetDataType() const
bool IsConstantSupported(const BackendId &backend, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsStackSupported(const BackendId &backend, const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const StackDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsConvolution2dSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const Convolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsMergerSupported(const BackendId &backend, const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const OriginsDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A Pooling2dDescriptor for the Pooling2dLayer.
bool IsConvertFp32ToFp16Supported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
bool IsPermuteSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const PermuteDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A SliceDescriptor for the SliceLayer.
arm_compute::Status ClDepthwiseConvolutionWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases)
bool IsDepthwiseConvolutionSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer.
A PermuteDescriptor for the PermuteLayer.
A Convolution2dDescriptor for the Convolution2dLayer.
arm_compute::Status ClQuantizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClAbsWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
A MeanDescriptor for the MeanLayer.
bool IsMultiplicationSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A SpaceToBatchNdDescriptor for the SpaceToBatchNdLayer.
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)
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 ¶msInfo)
arm_compute::Status ClReshapeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
bool IsResizeSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
const TensorShape & GetShape() const
An ArgMinMaxDescriptor for ArgMinMaxLayer.
arm_compute::Status ClMaximumWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
bool IsSubtractionSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClPadValidate(const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor)
bool IsDequantizeSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClConvertFp32ToFp16WorkloadValidate(const TensorInfo &input, const TensorInfo &output)
arm_compute::Status ClGreaterWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output)
arm_compute::Status ClL2NormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &descriptor)
A ResizeDescriptor for the ResizeLayer.
arm_compute::Status ClPooling2dWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const Pooling2dDescriptor &descriptor)
arm_compute::Status ClResizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor)
bool IsPadSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
arm_compute::Status ClSpaceToBatchNdWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToBatchNdDescriptor &descriptor)
bool IsMinimumSupported(const BackendId &backend, const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, char *reasonIfUnsupported=nullptr, size_t reasonIfUnsupportedMaxLength=1024)
Deprecated in favor of IBackend and ILayerSupport interfaces.
A ComparisonDescriptor for the ComparisonLayer.
bool IsArgMinMaxSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, const ArgMinMaxDescriptor &descriptor, char *reasonIfUnsupported, size_t reasonIfUnsupportedMaxLength)
bool IsQuantizeSupported(const BackendId &backend, const TensorInfo &input, const TensorInfo &output, char *reasonIfUnsupported, size_t reasonIfUnsupportedMaxLength)
arm_compute::Status ClNormalizationWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const NormalizationDescriptor &descriptor)
An OriginsDescriptor for the ConcatLayer. Descriptor to configure the concatenation process...
A StridedSliceDescriptor for the StridedSliceLayer.