Namespace torch::nn#

Page Contents

• Namespaces

• Classes

• Functions

• Typedefs

Namespaces#

• Namespace torch::nn::@149

• Namespace torch::nn::detail

• Namespace torch::nn::functional

• Namespace torch::nn::functions

• Namespace torch::nn::init

• Namespace torch::nn::modules

• Namespace torch::nn::parallel

• Namespace torch::nn::utils

Classes#

• Template Struct AdaptiveAvgPoolOptions

• Struct AdaptiveLogSoftmaxWithLossOptions

• Template Struct AdaptiveMaxPoolOptions

• Template Struct AnyModuleHolder

• Struct AnyModuleHolder::CheckedGetter

• Struct AnyModuleHolder::InvokeForward

• Struct AnyModulePlaceholder

• Template Struct AnyValue::Holder

• Struct AnyValue::Placeholder

• Struct ASMoutput

• Template Struct AvgPoolOptions

• Struct BatchNormOptions

• Struct BCELossOptions

• Struct BCEWithLogitsLossOptions

• Struct BilinearOptions

• Struct CELUOptions

• Template Struct ConstantPadOptions

• Template Struct ConvOptions

• Template Struct ConvTransposeOptions

• Struct CosineEmbeddingLossOptions

• Struct CosineSimilarityOptions

• Struct CrossEntropyLossOptions

• Struct CrossMapLRN2dOptions

• Struct CTCLossOptions

• Struct DropoutOptions

• Struct ELUOptions

• Struct EmbeddingBagFromPretrainedOptions

• Struct EmbeddingBagOptions

• Struct EmbeddingFromPretrainedOptions

• Struct EmbeddingOptions

• Struct FlattenOptions

• Struct FoldOptions

• Template Struct FractionalMaxPoolOptions

• Struct GELUOptions

• Struct GLUOptions

• Struct GroupNormOptions

• Struct GRUCellOptions

• Struct GRUOptions

• Struct HardshrinkOptions

• Struct HardtanhOptions

• Struct HingeEmbeddingLossOptions

• Struct HuberLossOptions

• Struct InstanceNormOptions

• Struct KLDivLossOptions

• Struct L1LossOptions

• Struct LayerNormOptions

• Struct LeakyReLUOptions

• Struct LinearOptions

• Struct LocalResponseNormOptions

• Struct LogSoftmaxOptions

• Template Struct LPPoolOptions

• Struct LSTMCellOptions

• Struct LSTMOptions

• Struct MarginRankingLossOptions

• Template Struct MaxPoolOptions

• Template Struct MaxUnpoolOptions

• Struct MSELossOptions

• Struct MultiheadAttentionOptions

• Struct MultiLabelMarginLossOptions

• Struct MultiLabelSoftMarginLossOptions

• Struct MultiMarginLossOptions

• Struct NLLLossOptions

• Struct PairwiseDistanceOptions

• Struct PixelShuffleOptions

• Struct PixelUnshuffleOptions

• Struct PoissonNLLLossOptions

• Struct PReLUOptions

• Template Struct ReflectionPadOptions

• Struct ReLU6Options

• Struct ReLUOptions

• Template Struct ReplicationPadOptions

• Struct RNNCellOptions

• Struct RNNOptions

• Struct RReLUOptions

• Struct SELUOptions

• Struct SmoothL1LossOptions

• Struct SoftMarginLossOptions

• Struct SoftmaxOptions

• Struct SoftminOptions

• Struct SoftplusOptions

• Struct SoftshrinkOptions

• Struct ThresholdOptions

• Struct TransformerDecoderLayerOptions

• Struct TransformerDecoderOptions

• Struct TransformerEncoderLayerOptions

• Struct TransformerEncoderOptions

• Struct TransformerOptions

• Struct TripletMarginLossOptions

• Struct TripletMarginWithDistanceLossOptions

• Struct UnflattenOptions

• Struct UnfoldOptions

• Struct UpsampleOptions

• Template Struct ZeroPadOptions

• Class AdaptiveAvgPool1d

• Class AdaptiveAvgPool2d

• Class AdaptiveAvgPool3d

• Class AdaptiveLogSoftmaxWithLoss

• Class AdaptiveMaxPool1d

• Class AdaptiveMaxPool2d

• Class AdaptiveMaxPool3d

• Class AlphaDropout

• Class AnyModule

• Class AnyValue

• Class AvgPool1d

• Class AvgPool2d

• Class AvgPool3d

• Class BatchNorm1d

• Class BatchNorm2d

• Class BatchNorm3d

• Template Class BatchNormImplBase

• Class BCELoss

• Class BCEWithLogitsLoss

• Class Bilinear

• Class CELU

• Template Class Cloneable

• Class ConstantPad1d

• Class ConstantPad2d

• Class ConstantPad3d

• Class Conv1d

• Class Conv2d

• Class Conv3d

• Class ConvTranspose1d

• Class ConvTranspose2d

• Class ConvTranspose3d

• Class CosineEmbeddingLoss

• Class CosineSimilarity

• Class CrossEntropyLoss

• Class CrossMapLRN2d

• Class CTCLoss

• Class Dropout

• Class Dropout2d

• Class Dropout3d

• Class ELU

• Class Embedding

• Class EmbeddingBag

• Class FeatureAlphaDropout

• Class Flatten

• Class Fold

• Class FractionalMaxPool2d

• Class FractionalMaxPool3d

• Class Functional

• Class GELU

• Class GLU

• Class GroupNorm

• Class GRU

• Class GRUCell

• Class Hardshrink

• Class Hardtanh

• Class HingeEmbeddingLoss

• Class HuberLoss

• Class Identity

• Class InstanceNorm1d

• Class InstanceNorm2d

• Class InstanceNorm3d

• Class KLDivLoss

• Class L1Loss

• Class LayerNorm

• Class LeakyReLU

• Class Linear

• Class LocalResponseNorm

• Class LogSigmoid

• Class LogSoftmax

• Class LPPool1d

• Class LPPool2d

• Class LPPool3d

• Class LSTM

• Class LSTMCell

• Class MarginRankingLoss

• Class MaxPool1d

• Class MaxPool2d

• Class MaxPool3d

• Class MaxUnpool1d

• Class MaxUnpool2d

• Class MaxUnpool3d

• Class Mish

• Class Module

• Class ModuleDict

• Template Class ModuleHolder

• Class ModuleList

• Class MSELoss

• Class MultiheadAttention

• Class MultiLabelMarginLoss

• Class MultiLabelSoftMarginLoss

• Class MultiMarginLoss

• Class NamedAnyModule

• Class NLLLoss

• Template Class NormImplBase

• Class PairwiseDistance

• Class ParameterDict

• Class ParameterList

• Class PixelShuffle

• Class PixelUnshuffle

• Class PoissonNLLLoss

• Class PReLU

• Class ReflectionPad1d

• Class ReflectionPad2d

• Class ReflectionPad3d

• Class ReLU

• Class ReLU6

• Class ReplicationPad1d

• Class ReplicationPad2d

• Class ReplicationPad3d

• Class RNN

• Class RNNCell

• Class RReLU

• Class SELU

• Class Sequential

• Class Sigmoid

• Class SiLU

• Class SmoothL1Loss

• Class SoftMarginLoss

• Class Softmax

• Class Softmax2d

• Class Softmin

• Class Softplus

• Class Softshrink

• Class Softsign

• Class Tanh

• Class Tanhshrink

• Class Threshold

• Class Transformer

• Class TransformerDecoder

• Class TransformerDecoderLayer

• Class TransformerEncoder

• Class TransformerEncoderLayer

• Class TripletMarginLoss

• Class TripletMarginWithDistanceLoss

• Class Unflatten

• Class Unfold

• Class Upsample

• Class ZeroPad1d

• Class ZeroPad2d

• Class ZeroPad3d

Functions#

• Function torch::nn::operator<<(serialize::OutputArchive&, const std::shared_ptr<nn::Module>&)

• Template Function torch::nn::operator<<(std::ostream&, const nn::ModuleHolder<ModuleType>&)

• Template Function torch::nn::operator<<(serialize::OutputArchive&, const nn::ModuleHolder<ModuleType>&)

• Function torch::nn::operator>>(serialize::InputArchive&, const std::shared_ptr<nn::Module>&)

• Template Function torch::nn::operator>>(serialize::InputArchive&, nn::ModuleHolder<ModuleType>&)

• Template Function torch::nn::replicate_grad_edges

Typedefs#

• Typedef torch::nn::activation_t

• Typedef torch::nn::AdaptiveAvgPool1dOptions

• Typedef torch::nn::AdaptiveAvgPool2dOptions

• Typedef torch::nn::AdaptiveAvgPool3dOptions

• Typedef torch::nn::AdaptiveMaxPool1dOptions

• Typedef torch::nn::AdaptiveMaxPool2dOptions

• Typedef torch::nn::AdaptiveMaxPool3dOptions

• Typedef torch::nn::AlphaDropoutOptions

• Typedef torch::nn::AvgPool1dOptions

• Typedef torch::nn::AvgPool2dOptions

• Typedef torch::nn::AvgPool3dOptions

• Typedef torch::nn::BatchNorm1dOptions

• Typedef torch::nn::BatchNorm2dOptions

• Typedef torch::nn::BatchNorm3dOptions

• Typedef torch::nn::ConstantPad1dOptions

• Typedef torch::nn::ConstantPad2dOptions

• Typedef torch::nn::ConstantPad3dOptions

• Typedef torch::nn::Conv1dOptions

• Typedef torch::nn::Conv2dOptions

• Typedef torch::nn::Conv3dOptions

• Typedef torch::nn::ConvTranspose1dOptions

• Typedef torch::nn::ConvTranspose2dOptions

• Typedef torch::nn::ConvTranspose3dOptions

• Typedef torch::nn::Dropout2dOptions

• Typedef torch::nn::Dropout3dOptions

• Typedef torch::nn::EmbeddingBagMode

• Typedef torch::nn::FeatureAlphaDropoutOptions

• Typedef torch::nn::FractionalMaxPool2dOptions

• Typedef torch::nn::FractionalMaxPool3dOptions

• Typedef torch::nn::InstanceNorm1dOptions

• Typedef torch::nn::InstanceNorm2dOptions

• Typedef torch::nn::InstanceNorm3dOptions

• Typedef torch::nn::LPPool1dOptions

• Typedef torch::nn::LPPool2dOptions

• Typedef torch::nn::LPPool3dOptions

• Typedef torch::nn::MaxPool1dOptions

• Typedef torch::nn::MaxPool2dOptions

• Typedef torch::nn::MaxPool3dOptions

• Typedef torch::nn::MaxUnpool1dOptions

• Typedef torch::nn::MaxUnpool2dOptions

• Typedef torch::nn::MaxUnpool3dOptions

• Typedef torch::nn::ReflectionPad1dOptions

• Typedef torch::nn::ReflectionPad2dOptions

• Typedef torch::nn::ReflectionPad3dOptions

• Typedef torch::nn::ReplicationPad1dOptions

• Typedef torch::nn::ReplicationPad2dOptions

• Typedef torch::nn::ReplicationPad3dOptions

• Typedef torch::nn::ZeroPad1dOptions

• Typedef torch::nn::ZeroPad2dOptions

• Typedef torch::nn::ZeroPad3dOptions