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1.9.1
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NVIDIA NvNeural SDK
2022.2
GPU inference framework for NVIDIA Nsight Deep Learning Designer
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| ►Nnvneural | |
| Ncommon_categories | The categories below are pre-defined and used when defining a CategoryList |
| Nplugin | |
| ►Nrefobj | |
| ►CDisableLifecycleLogging | Disables log messages when the object refcount changes |
| CBaseType | No base types are provided by this trait |
| CImplements | Helper class for RefObjectBase indicating direct inheritance |
| ►CIndirectlyImplements | Helper class for RefObjectBase indicating interface support without direct inheritance |
| CBaseType | Provide an empty struct as a recommended base type |
| CPublicBase | Helper class for RefObjectBase indicating direct inheritance without providing interfaces |
| CRefObjectBase | Parameterized base class implementing common IRefObject operations |
| Nruntimeoptionsattributes | Enumeration describing the runtime options modifiers, see runtimeoptionstype |
| Nruntimeoptionstype | Enumeration describing the runtime options given to the host, see IRuntimeOptionsLayer |
| Nstr | |
| CActivationDesc | Structure describing an activation function (IActivationFunction) for tool interfaces and network builders |
| CActivationDescHostContainer | "Host-native" container for ActivationDesc structures from other modules |
| CBackendDeviceIdentifier | Standard implementation of IBackendDeviceIdentifier |
| CBaseLayer | BaseLayer provides common implementations for most of ILayer |
| CBaseParamTypeDesc | For implementers, this struct needs to be replicated in each xParamTypeDesc right now |
| CBasePrototypeLayer | Base class for the CUDA prototype layers shipped with NvNeural |
| CBufferedLogger | BufferedLogger is a default implementation of IBufferedLogger |
| CClassRegistry | ClassRegistry is the default implementation for IClassRegistry |
| CDimensionParamTypeDesc | The DimensionParamTypeDesc further describes a parameter for the plugin and is pointed to from the higher level parameter descriptor ParamDesc |
| CDynamicPluginLoader | Standard IPluginLoader implementation that uses dynamic linking (dlopen/LoadLibrary) to find NvNeural IPlugin objects |
| CEnumParamTypeDesc | The EnumParamTypeDesc further describes a parameter for the plugin and is pointed to from the higher level parameter descriptor ParamDesc |
| CFilesystemWeightsLoader | Standard IWeightsLoader interface that loads weights from the local filesystem |
| CFloat16 | Float16 is a CPU-side implementation of half-precision floating point (aka FP16) |
| CFusingRule | Defines a fusing rule that can be applied during model loading |
| CIActivationFunction | IActivationFunction represents a functor that can perform a specific activation function |
| CIActivationPlugin | IActivationPlugin is an optional interface implemented by IPlugin objects that describes generic (non-fused) activation functions implemented inside the plugin |
| CIApiVersionQuery | The IApiVersionQuery interface provides this object's compiled-in ApiVersion |
| CIBackendDeviceIdentifier | IBackendDeviceIdentifier is an opaque identifier for an active GPU |
| CIBatchNormalizationLayer | IBatchNormalizationLayer is an optional interface implemented by layers that marks them as batch normalization layers |
| CIBufferedLogger | Buffering loggers store log messages during startup |
| CIBypassLayer | IBypassLayer is an optional interface that marks a layer as one that can potentially forward its input and be skipped |
| CIClassRegistry | Common class registry for instantiating objects and collecting plugin-provided descriptors |
| CIConcatenationLayer | IConcatenationLayer is an optional interface implemented by layers that marks them as concatenation layers |
| CIConcatenationLayer2 | IConcatenationLayer2 is an optional interface implemented by layers that marks them as concatenation layers |
| CIConvolutionLayer | IConvolutionLayer is an optional interface that marks a layer as a convolution layer |
| CIConvolutionLayer2 | IConvolutionLayer2 is an optional interface that marks a layer as a convolution layer |
| CICppCodeGenerationLayer | Optional layer interface for C++ code generation |
| CICppCodeGenerationLayerHost | Tool-supplied interface for C++ code generation |
| CICudaCompiledFunction | Represents a runtime-compiled function object from ICudaRuntimeCompiler |
| CICudaInputLayer | Defines an input layer that accepts data from CUDA device memory |
| CICudaMemoryAllocator | Generic interface for CUDA device memory allocation |
| CICudaMemoryAllocator2 | Generic interface for CUDA device memory allocation |
| ►CICudaRuntimeCompiler | Represents a runtime compiler that can transform CUDA source code into compiled functions |
| CCompilationDetails | Params struct describing a compilation request |
| CIFileImage | Defines file I/O operations for IImage objects |
| CIFilesystemWeightsLoader | Official "public" interface allowing control of FilesystemWeightsLoader from other modules |
| CIImage | IImage represents a bitmap image in system memory |
| CIInnerActivationLayer | IInnerActivationLayer is an optional interface implemented by layers that fuse pairs of operations |
| CIInputLayer | IInputLayer is an optional interface implemented by layers that marks them as input layers |
| CILayer | ILayer is the base class for neural network layers |
| CILayerList | ILayerList represents an immutable collection of ILayer pointers |
| CILayerPlugin | ILayerPlugin is an optional interface implemented by IPlugin objects that describes layers implemented inside the plugin |
| CILibraryContext | ILibraryContext is a generic library handle wrapper |
| CILinearBlendLayer | ILinearBlendLayer is an optional interface implemented by layers that perform linear blend operations |
| CILogger | Logger interface class |
| CImage | Standard implementation for IFileImage |
| CImageDescriptor | Defines one image component to load into a tensor |
| CINetwork | INetwork is the public interface to Network |
| CINetwork2 | INetwork2 is the public interface for the revision 2 of the Network interface |
| CINetwork3 | INetwork3 is the public interface for the revision 3 of the Network interface |
| CINetworkBackend | INetworkBackend is a runtime-specific interface for CUDA, DirectX, or other system- specific operations needed during inference |
| CINetworkBackend2 | INetworkBackend2 is a revision of INetworkBackend |
| CINetworkBackendCuda | INetworkBackend companion interface with CUDA-specific functionality |
| CINetworkDebugger | INetworkDebugger defines a callback interface for network inference |
| CINetworkDebuggerList | INetworkDebuggerList represents an immutable collection of INetworkDebugger pointers |
| CINetworkLayer | INetworkLayer objects are ILayers that encapsulate an externally defined network graph |
| CINetworkReshapeDebugger | INetworkReshapeDebugger defines a callback interface for reshape operations |
| CINetworkRuntime | INetworkRuntime is a subset of the basic network interface that is accessible from layer classes during network evaluation |
| CInterfaceOf | Helper template to aid retrieval of interface IDs |
| CIOnnxGenerationActivation | ONNX export interface for IActivationFunction |
| CIOnnxGenerationGraphAttribute | Tool-provided interface representing an AttributeProto in an ONNX graph node |
| CIOnnxGenerationGraphNode | Tool-provided interface representing a NodeProto in an ONNX graph |
| CIOnnxGenerationHost | Tool-provided interface for creating ONNX model graphs in an ABI-stable fashion |
| CIOnnxGenerationLayer | ONNX export interface for ILayer |
| CIParameterNode | Represents a serialized parameter block in a model definition |
| CIPlugin | IPlugin is the general factory interface used by NvNeural's plugin system |
| CIPluginLoader | Platform-agnostic plugin loader interface |
| CIPoolingLayer | IPoolingLayer is an optional interface implemented by pooling layers |
| CIPrototypeLayer | IPrototypeLayer is an optional interface that marks a layer as a prototype layer |
| CIPrototypePlugin | IPrototypePlugin is an optional interface implemented by IPlugin objects that describes generic prototype layers implemented inside the plugin |
| CIRefObject | Base class for all objects, similar to COM's IUnknown |
| CIResourceAggregator | Key-value store for creating IResourceDictionary objects |
| CIResourceDictionary | Key-value store for binary data such as precompiled kernels |
| CIRuntimeOptionsHost | IRuntimeOptionsHost is an interface that provides runtime option communication from the layer to the host |
| CIRuntimeOptionsLayer | IRuntimeOptionsLayer is an optional interface that marks a layer as one that uses runtime options |
| CIShuffleLayer | IShuffleLayer is a common interface implemented by space-to-depth and depth-to-space layers |
| CIStandardInputLayer | Defines a standard input layer |
| CIStatusMessageLayer | IStatusMessageLayer is an optional interface intended for ILayer to provide status messages |
| CIStringList | IStringList represents an immutable collection of strings |
| CIWeightsData | IWeightsData represents a binary buffer provided by IWeightsLoader |
| CIWeightsLoader | IWeightsLoader is an interface that provides weights to layers |
| CLayerDesc | This structure describes an ILayer for tools and network builders |
| CLayerDescHostContainer | "Host-native" container for LayerDesc structures from other modules |
| CLayerInputDesc | Describes a single input terminal for a layer. LayerDesc objects contain arrays of this structure |
| CLayerList | Simple implementation of ILayerList |
| CLayerListIterator | Iterator class to enable range-based for loops and similar constructs across any ILayerList |
| CMemoryTrackingData | Structure describing details of an object's memory allocation behavior |
| CNetworkDebuggerList | Standard implementation of INetworkDebuggerList wrapping a vector<RefPtr<INetworkDebugger>> |
| CParamDependencyDesc | The ParamDependencyDesc describe a parameter dependency on parameter named pParamName with value pParamValue |
| CParamDesc | ParamDesc describes a parameter for the plugin, giving it a name, default value, type, and, if needed, a pointer to greater detail |
| CPrototypeDesc | This structure represent a prototype layer version (backend, tensor format and kernel type), it should be passed to ClassRegistry using registerPrototype |
| CPrototypeDescHostContainer | This class is the host side container for the PrototypeDesc structure (see CoreTypes.h) |
| ►CRefPtr | Intrusive pointer using IRefObject's reference counting system |
| CGenericOutputWrapper | Version of OutputWrapper that presents a generic IRefObject** instead |
| COutputWrapper | Details type that allows version-safe use of out-pointer parameters without converting through an intermediate raw pointer variable or mismatching fromPointer/fromPointerNoAddRef |
| CScopedMemoryAllocation | ScopedMemoryAllocation is a helper function for allocating memory blocks from the backend while adding the security and ease of use of the RAII idiom |
| CSimpleLogger | SimpleLogger is a basic ILogger implementation that displays to stdout |
| CStringList | Standard implementation of IStringList that can represent a vector<string> type |
| CStringMapParameterNode | IParameterNode implementation designed to demonstrate loading parameters outside the standard nv-neural-model XML file format |
| CStringParamTypeDesc | The StringParamTypeDesc further describes a parameter for the plugin and is pointed to from the higher level parameter descriptor ParamDesc |
| CTensorDimension | TensorDimension describes the dimensions of a four-dimensional image tensor |
| CTensorFormat | TensorFormat describes a specific tensor shape (element type and layout) |
| CWeightsData | Standard IWeightsData implementation containing a vector of values in CPU memory |
| CXmlNetworkBuilder | XML-based network builder |
| CXmlParameterNode | IParameterNode implementation wrapping a pugi::xml_node |
| CZlibResourceAggregator | Resource aggregator that compresses payloads using Zlib |
| CZlibResourceDictionary | Resource dictionary that decompresses payloads using Zlib |
| ►Nstd | STL namespace |
| Chash< nvneural::NetworkBackendId > | Specialization of std::hash for strongly typed network backends |
| Chash< nvneural::RefPtr< TObject > > | Specialize std::hash for RefPtr objects |
1.9.1