Namespace torch::nn::functional#

Page Contents

• Classes

• Functions

• Typedefs

Classes#

• Struct AlphaDropoutFuncOptions

• Struct BatchNormFuncOptions

• Template Struct ConvFuncOptions

• Template Struct ConvTransposeFuncOptions

• Struct DropoutFuncOptions

• Struct EmbeddingBagFuncOptions

• Struct EmbeddingFuncOptions

• Struct FeatureAlphaDropoutFuncOptions

• Struct GridSampleFuncOptions

• Struct GroupNormFuncOptions

• Struct GumbelSoftmaxFuncOptions

• Struct InstanceNormFuncOptions

• Struct InterpolateFuncOptions

• Struct LayerNormFuncOptions

• Struct LogSoftmaxFuncOptions

• Template Struct MaxUnpoolFuncOptions

• Struct MultiheadAttentionForwardFuncOptions

• Struct NormalizeFuncOptions

• Struct PadFuncOptions

• Struct RReLUFuncOptions

• Struct SoftmaxFuncOptions

• Struct SoftminFuncOptions

Functions#

• Function torch::nn::functional::_interp_output_size

• Function torch::nn::functional::_smooth_l1_loss

• Function torch::nn::functional::_unpool_output_size

• Function torch::nn::functional::adaptive_avg_pool1d

• Function torch::nn::functional::adaptive_avg_pool2d

• Function torch::nn::functional::adaptive_avg_pool3d

• Function torch::nn::functional::adaptive_max_pool1d

• Function torch::nn::functional::adaptive_max_pool2d

• Function torch::nn::functional::adaptive_max_pool2d_with_indices

• Function torch::nn::functional::adaptive_max_pool3d

• Function torch::nn::functional::adaptive_max_pool3d_with_indices

• Function torch::nn::functional::affine_grid

• Function torch::nn::functional::alpha_dropout

• Function torch::nn::functional::avg_pool1d

• Function torch::nn::functional::avg_pool2d

• Function torch::nn::functional::avg_pool3d

• Function torch::nn::functional::batch_norm

• Function torch::nn::functional::bilinear

• Function torch::nn::functional::binary_cross_entropy

• Function torch::nn::functional::binary_cross_entropy_with_logits

• Function torch::nn::functional::celu

• Function torch::nn::functional::conv1d

• Function torch::nn::functional::conv2d

• Function torch::nn::functional::conv3d

• Function torch::nn::functional::conv_transpose1d

• Function torch::nn::functional::conv_transpose2d

• Function torch::nn::functional::conv_transpose3d

• Function torch::nn::functional::cosine_embedding_loss

• Function torch::nn::functional::cosine_similarity

• Function torch::nn::functional::cross_entropy

• Function torch::nn::functional::ctc_loss

• Function torch::nn::functional::dropout

• Function torch::nn::functional::dropout2d

• Function torch::nn::functional::dropout3d

• Function torch::nn::functional::elu

• Function torch::nn::functional::embedding

• Function torch::nn::functional::embedding_bag

• Function torch::nn::functional::feature_alpha_dropout

• Function torch::nn::functional::fold

• Function torch::nn::functional::fractional_max_pool2d

• Function torch::nn::functional::fractional_max_pool2d_with_indices

• Function torch::nn::functional::fractional_max_pool3d

• Function torch::nn::functional::fractional_max_pool3d_with_indices

• Function torch::nn::functional::gelu

• Function torch::nn::functional::glu

• Function torch::nn::functional::grid_sample

• Function torch::nn::functional::group_norm

• Function torch::nn::functional::gumbel_softmax

• Function torch::nn::functional::hardshrink

• Function torch::nn::functional::hardtanh

• Function torch::nn::functional::hinge_embedding_loss

• Function torch::nn::functional::huber_loss

• Function torch::nn::functional::instance_norm

• Function torch::nn::functional::interpolate

• Function torch::nn::functional::kl_div

• Function torch::nn::functional::l1_loss

• Function torch::nn::functional::layer_norm

• Function torch::nn::functional::leaky_relu

• Function torch::nn::functional::linear

• Function torch::nn::functional::local_response_norm

• Function torch::nn::functional::log_softmax

• Function torch::nn::functional::logsigmoid

• Function torch::nn::functional::lp_pool1d

• Function torch::nn::functional::lp_pool2d

• Function torch::nn::functional::lp_pool3d

• Function torch::nn::functional::margin_ranking_loss

• Function torch::nn::functional::max_pool1d

• Function torch::nn::functional::max_pool1d_with_indices

• Function torch::nn::functional::max_pool2d

• Function torch::nn::functional::max_pool2d_with_indices

• Function torch::nn::functional::max_pool3d

• Function torch::nn::functional::max_pool3d_with_indices

• Function torch::nn::functional::max_unpool1d

• Function torch::nn::functional::max_unpool2d

• Function torch::nn::functional::max_unpool3d

• Function torch::nn::functional::mish

• Function torch::nn::functional::mse_loss

• Function torch::nn::functional::multi_head_attention_forward

• Function torch::nn::functional::multi_margin_loss

• Function torch::nn::functional::multilabel_margin_loss

• Function torch::nn::functional::multilabel_soft_margin_loss

• Function torch::nn::functional::nll_loss

• Function torch::nn::functional::normalize

• Function torch::nn::functional::one_hot

• Function torch::nn::functional::pad

• Function torch::nn::functional::pairwise_distance

• Function torch::nn::functional::pdist

• Function torch::nn::functional::pixel_shuffle

• Function torch::nn::functional::pixel_unshuffle

• Function torch::nn::functional::poisson_nll_loss

• Function torch::nn::functional::prelu

• Function torch::nn::functional::relu

• Function torch::nn::functional::relu6

• Function torch::nn::functional::rrelu

• Function torch::nn::functional::selu

• Function torch::nn::functional::silu

• Function torch::nn::functional::smooth_l1_loss(const Tensor&, const Tensor&, const SmoothL1LossFuncOptions&)

• Function torch::nn::functional::smooth_l1_loss(const Tensor&, const Tensor&, const SmoothL1LossFuncOptions&, double)

• Function torch::nn::functional::soft_margin_loss

• Function torch::nn::functional::softmax

• Function torch::nn::functional::softmin

• Function torch::nn::functional::softplus

• Function torch::nn::functional::softshrink

• Function torch::nn::functional::softsign

• Function torch::nn::functional::tanhshrink

• Function torch::nn::functional::threshold

• Function torch::nn::functional::triplet_margin_loss

• Function torch::nn::functional::triplet_margin_with_distance_loss

• Function torch::nn::functional::unfold

Typedefs#

• Typedef torch::nn::functional::AdaptiveAvgPool1dFuncOptions

• Typedef torch::nn::functional::AdaptiveAvgPool2dFuncOptions

• Typedef torch::nn::functional::AdaptiveAvgPool3dFuncOptions

• Typedef torch::nn::functional::AdaptiveMaxPool1dFuncOptions

• Typedef torch::nn::functional::AdaptiveMaxPool2dFuncOptions

• Typedef torch::nn::functional::AdaptiveMaxPool3dFuncOptions

• Typedef torch::nn::functional::AvgPool1dFuncOptions

• Typedef torch::nn::functional::AvgPool2dFuncOptions

• Typedef torch::nn::functional::AvgPool3dFuncOptions

• Typedef torch::nn::functional::BinaryCrossEntropyFuncOptions

• Typedef torch::nn::functional::BinaryCrossEntropyWithLogitsFuncOptions

• Typedef torch::nn::functional::CELUFuncOptions

• Typedef torch::nn::functional::Conv1dFuncOptions

• Typedef torch::nn::functional::Conv2dFuncOptions

• Typedef torch::nn::functional::Conv3dFuncOptions

• Typedef torch::nn::functional::ConvTranspose1dFuncOptions

• Typedef torch::nn::functional::ConvTranspose2dFuncOptions

• Typedef torch::nn::functional::ConvTranspose3dFuncOptions

• Typedef torch::nn::functional::CosineEmbeddingLossFuncOptions

• Typedef torch::nn::functional::CosineSimilarityFuncOptions

• Typedef torch::nn::functional::CrossEntropyFuncOptions

• Typedef torch::nn::functional::CTCLossFuncOptions

• Typedef torch::nn::functional::Dropout2dFuncOptions

• Typedef torch::nn::functional::Dropout3dFuncOptions

• Typedef torch::nn::functional::ELUFuncOptions

• Typedef torch::nn::functional::FoldFuncOptions

• Typedef torch::nn::functional::FractionalMaxPool2dFuncOptions

• Typedef torch::nn::functional::FractionalMaxPool3dFuncOptions

• Typedef torch::nn::functional::GELUFuncOptions

• Typedef torch::nn::functional::GLUFuncOptions

• Typedef torch::nn::functional::HardshrinkFuncOptions

• Typedef torch::nn::functional::HardtanhFuncOptions

• Typedef torch::nn::functional::HingeEmbeddingLossFuncOptions

• Typedef torch::nn::functional::HuberLossFuncOptions

• Typedef torch::nn::functional::KLDivFuncOptions

• Typedef torch::nn::functional::L1LossFuncOptions

• Typedef torch::nn::functional::LeakyReLUFuncOptions

• Typedef torch::nn::functional::LocalResponseNormFuncOptions

• Typedef torch::nn::functional::LPPool1dFuncOptions

• Typedef torch::nn::functional::LPPool2dFuncOptions

• Typedef torch::nn::functional::LPPool3dFuncOptions

• Typedef torch::nn::functional::MarginRankingLossFuncOptions

• Typedef torch::nn::functional::MaxPool1dFuncOptions

• Typedef torch::nn::functional::MaxPool2dFuncOptions

• Typedef torch::nn::functional::MaxPool3dFuncOptions

• Typedef torch::nn::functional::MaxUnpool1dFuncOptions

• Typedef torch::nn::functional::MaxUnpool2dFuncOptions

• Typedef torch::nn::functional::MaxUnpool3dFuncOptions

• Typedef torch::nn::functional::MSELossFuncOptions

• Typedef torch::nn::functional::MultilabelMarginLossFuncOptions

• Typedef torch::nn::functional::MultilabelSoftMarginLossFuncOptions

• Typedef torch::nn::functional::MultiMarginLossFuncOptions

• Typedef torch::nn::functional::NLLLossFuncOptions

• Typedef torch::nn::functional::PairwiseDistanceFuncOptions

• Typedef torch::nn::functional::PixelShuffleFuncOptions

• Typedef torch::nn::functional::PixelUnshuffleFuncOptions

• Typedef torch::nn::functional::PoissonNLLLossFuncOptions

• Typedef torch::nn::functional::ReLU6FuncOptions

• Typedef torch::nn::functional::ReLUFuncOptions

• Typedef torch::nn::functional::SELUFuncOptions

• Typedef torch::nn::functional::SmoothL1LossFuncOptions

• Typedef torch::nn::functional::SoftMarginLossFuncOptions

• Typedef torch::nn::functional::SoftplusFuncOptions

• Typedef torch::nn::functional::SoftshrinkFuncOptions

• Typedef torch::nn::functional::ThresholdFuncOptions

• Typedef torch::nn::functional::TripletMarginLossFuncOptions

• Typedef torch::nn::functional::TripletMarginWithDistanceLossFuncOptions

• Typedef torch::nn::functional::UnfoldFuncOptions