torch.nn

torch.nn.parameter.Parameter

是

torch.nn.parameter.UninitializedParameter

是

torch.nn.parameter.UninitializedBuffer

是

torch.nn.Module

是

torch.nn.Module.add_module

是

torch.nn.Module.apply

是

torch.nn.Module.bfloat16

是

torch.nn.Module.buffers

是

torch.nn.Module.children

是

torch.nn.Module.cpu

是

torch.nn.Module.cuda

是

torch.nn.Module.double

是

torch.nn.Module.eval

是

torch.nn.Module.extra_repr

是

torch.nn.Module.float

是

torch.nn.Module.forward

是

torch.nn.Module.get_buffer

是

torch.nn.Module.get_extra_state

是

torch.nn.Module.get_parameter

是

torch.nn.Module.get_submodule

是

torch.nn.Module.half

是

torch.nn.Module.ipu

否

torch.nn.Module.load_state_dict

是

torch.nn.Module.modules

是

torch.nn.Module.named_buffers

torch.nn.Module.named_children

是

torch.nn.Module.named_modules

是

torch.nn.Module.named_parameters

torch.nn.Module.parameters

是

torch.nn.Module.register_backward_hook

是

torch.nn.Module.register_buffer

是

torch.nn.Module.register_forward_hook

torch.nn.Module.register_forward_pre_hook

torch.nn.Module.register_full_backward_hook

torch.nn.Module.register_full_backward_pre_hook

否

torch.nn.Module.register_load_state_dict_post_hook

否

torch.nn.Module.register_module

是

torch.nn.Module.register_parameter

是

torch.nn.Module.register_state_dict_pre_hook

否

torch.nn.Module.requires_grad_

是

torch.nn.Module.set_extra_state

是

torch.nn.Module.share_memory

是

torch.nn.Module.state_dict

是

torch.nn.Module.to

torch.nn.Module.to

是

torch.nn.Module.to

是

torch.nn.Module.to

是

torch.nn.Module.to

否

当前NPU设备不支持除format_contiguous外的其他memory_format

torch.nn.Module.to_empty

是

torch.nn.Module.train

是

torch.nn.Module.type

是

torch.nn.Module.xpu

否

torch.nn.Module.zero_grad

torch.nn.Sequential

是

torch.nn.Sequential.append

是

torch.nn.ModuleList

是

torch.nn.ModuleList.append

是

torch.nn.ModuleList.extend

是

torch.nn.ModuleList.insert

是

torch.nn.ModuleDict

是

torch.nn.ModuleDict.clear

是

torch.nn.ModuleDict.items

是

torch.nn.ModuleDict.keys

是

torch.nn.ModuleDict.pop

是

torch.nn.ModuleDict.update

是

torch.nn.ModuleDict.values

是

torch.nn.ParameterList

torch.nn.ParameterList.append

torch.nn.ParameterList.extend

torch.nn.ParameterDict

是

torch.nn.ParameterDict.clear

是

torch.nn.ParameterDict.copy

是

torch.nn.ParameterDict.fromkeys

是

torch.nn.ParameterDict.get

是

torch.nn.ParameterDict.items

是

torch.nn.ParameterDict.keys

是

torch.nn.ParameterDict.pop

是

torch.nn.ParameterDict.popitem

是

torch.nn.ParameterDict.setdefault

是

torch.nn.ParameterDict.update

是

torch.nn.ParameterDict.values

是

torch.nn.modules.module.register_module_forward_pre_hook

是

torch.nn.modules.module.register_module_forward_hook

是

torch.nn.modules.module.register_module_backward_hook

是

torch.nn.modules.module.register_module_full_backward_hook

是

torch.nn.Conv1d

torch.nn.Conv2d

torch.nn.Conv3d

torch.nn.ConvTranspose1d

torch.nn.ConvTranspose2d

torch.nn.ConvTranspose3d

torch.nn.LazyConv1d

torch.nn.LazyConv2d

torch.nn.LazyConv3d

torch.nn.LazyConvTranspose1d

torch.nn.LazyConvTranspose2d

torch.nn.LazyConvTranspose3d

torch.nn.Unfold

torch.nn.Fold

torch.nn.MaxPool1d

torch.nn.MaxPool2d

torch.nn.MaxPool3d

torch.nn.MaxUnpool1d

torch.nn.MaxUnpool2d

torch.nn.MaxUnpool3d

torch.nn.AvgPool1d

torch.nn.AvgPool2d

torch.nn.AvgPool3d

torch.nn.FractionalMaxPool2d

否

torch.nn.FractionalMaxPool3d

否

torch.nn.LPPool1d

torch.nn.LPPool2d

torch.nn.AdaptiveMaxPool1d

torch.nn.AdaptiveMaxPool2d

torch.nn.AdaptiveMaxPool3d

torch.nn.AdaptiveAvgPool1d

torch.nn.AdaptiveAvgPool2d

torch.nn.AdaptiveAvgPool3d

torch.nn.ReflectionPad1d

torch.nn.ReflectionPad2d

否

torch.nn.ReflectionPad3d

否

torch.nn.ReplicationPad1d

torch.nn.ReplicationPad2d

否

torch.nn.ReplicationPad3d

torch.nn.ZeroPad2d

torch.nn.ConstantPad1d

torch.nn.ConstantPad2d

torch.nn.ConstantPad3d

torch.nn.ELU

torch.nn.Hardshrink

torch.nn.Hardsigmoid

torch.nn.Hardtanh

torch.nn.Hardswish

torch.nn.LeakyReLU

torch.nn.LogSigmoid

torch.nn.MultiheadAttention

torch.nn.MultiheadAttention.forward

否

torch.nn.MultiheadAttention.merge_masks

否

torch.nn.PReLU

torch.nn.ReLU

torch.nn.ReLU6

torch.nn.RReLU

torch.nn.SELU

torch.nn.CELU

torch.nn.GELU

否

torch.nn.Sigmoid

否

torch.nn.SiLU

torch.nn.Mish

torch.nn.Softplus

torch.nn.Softshrink

torch.nn.Softsign

torch.nn.Tanh

torch.nn.Tanhshrink

torch.nn.Threshold

torch.nn.GLU

torch.nn.Softmin

torch.nn.Softmax

torch.nn.Softmax2d

torch.nn.LogSoftmax

torch.nn.AdaptiveLogSoftmaxWithLoss

否

torch.nn.AdaptiveLogSoftmaxWithLoss.log_prob

否

torch.nn.AdaptiveLogSoftmaxWithLoss.predict

否

torch.nn.BatchNorm1d

torch.nn.BatchNorm2d

torch.nn.BatchNorm3d

torch.nn.LazyBatchNorm1d

torch.nn.LazyBatchNorm2d

torch.nn.LazyBatchNorm3d

torch.nn.GroupNorm

torch.nn.SyncBatchNorm

torch.nn.SyncBatchNorm.convert_sync_batchnorm

是

torch.nn.InstanceNorm1d

torch.nn.InstanceNorm2d

torch.nn.InstanceNorm3d

torch.nn.LazyInstanceNorm1d

torch.nn.LazyInstanceNorm2d

torch.nn.LazyInstanceNorm3d

torch.nn.LayerNorm

torch.nn.LocalResponseNorm

torch.nn.RNNBase

torch.nn.RNNBase.flatten_parameters

torch.nn.RNN

torch.nn.LSTM

torch.nn.GRU

torch.nn.RNNCell

torch.nn.LSTMCell

torch.nn.GRUCell

torch.nn.Transformer

torch.nn.Transformer.forward

torch.nn.Transformer.generate_square_subsequent_mask

否

torch.nn.TransformerEncoder

否

torch.nn.TransformerEncoder.forward

否

torch.nn.TransformerDecoder

torch.nn.TransformerDecoder.forward

torch.nn.TransformerEncoderLayer

torch.nn.TransformerEncoderLayer.forward

否

torch.nn.TransformerDecoderLayer

torch.nn.TransformerDecoderLayer.forward

否

torch.nn.Identity

是

torch.nn.Linear

torch.nn.Bilinear

torch.nn.LazyLinear

torch.nn.Dropout

torch.nn.Dropout1d

否

torch.nn.Dropout2d

torch.nn.Dropout3d

torch.nn.AlphaDropout

torch.nn.FeatureAlphaDropout

torch.nn.Embedding

否

torch.nn.Embedding.from_pretrained

是

torch.nn.EmbeddingBag

torch.nn.EmbeddingBag.forward

是

torch.nn.EmbeddingBag.from_pretrained

是

torch.nn.CosineSimilarity

torch.nn.PairwiseDistance

torch.nn.L1Loss

torch.nn.MSELoss

torch.nn.CrossEntropyLoss

torch.nn.CTCLoss

torch.nn.NLLLoss

torch.nn.PoissonNLLLoss

torch.nn.GaussianNLLLoss

torch.nn.KLDivLoss

torch.nn.BCELoss

torch.nn.BCEWithLogitsLoss

torch.nn.MarginRankingLoss

torch.nn.HingeEmbeddingLoss

torch.nn.MultiLabelMarginLoss

torch.nn.HuberLoss

否

torch.nn.SmoothL1Loss

torch.nn.SoftMarginLoss

torch.nn.MultiLabelSoftMarginLoss

torch.nn.CosineEmbeddingLoss

torch.nn.MultiMarginLoss

否

torch.nn.TripletMarginLoss

torch.nn.TripletMarginWithDistanceLoss

torch.nn.PixelShuffle

torch.nn.PixelUnshuffle

torch.nn.Upsample

torch.nn.UpsamplingNearest2d

torch.nn.UpsamplingBilinear2d

torch.nn.ChannelShuffle

torch.nn.DataParallel

否

torch.nn.parallel.DistributedDataParallel

是

torch.nn.parallel.DistributedDataParallel.join

否

torch.nn.parallel.DistributedDataParallel.join_hook

否

torch.nn.parallel.DistributedDataParallel.no_sync

是

torch.nn.parallel.DistributedDataParallel.register_comm_hook

否

torch.nn.utils.clip_grad_norm_

否

torch.nn.utils.clip_grad_value_

否

torch.nn.utils.parameters_to_vector

torch.nn.utils.vector_to_parameters

torch.nn.utils.prune.BasePruningMethod

否

torch.nn.utils.prune.BasePruningMethod.apply

否

torch.nn.utils.prune.BasePruningMethod.apply_mask

否

torch.nn.utils.prune.BasePruningMethod.prune

否

torch.nn.utils.prune.BasePruningMethod.remove

否

torch.nn.utils.prune.PruningContainer

是

torch.nn.utils.prune.PruningContainer.add_pruning_method

是

torch.nn.utils.prune.PruningContainer.apply

torch.nn.utils.prune.PruningContainer.apply_mask

是

torch.nn.utils.prune.PruningContainer.compute_mask

是

torch.nn.utils.prune.PruningContainer.prune

是

torch.nn.utils.prune.PruningContainer.remove

是

torch.nn.utils.prune.Identity

是

torch.nn.utils.prune.Identity.apply

是

torch.nn.utils.prune.Identity.apply_mask

是

torch.nn.utils.prune.Identity.prune

是

torch.nn.utils.prune.Identity.remove

是

torch.nn.utils.prune.RandomUnstructured

是

torch.nn.utils.prune.RandomUnstructured.apply

是

torch.nn.utils.prune.RandomUnstructured.apply_mask

是

torch.nn.utils.prune.RandomUnstructured.prune

是

torch.nn.utils.prune.RandomUnstructured.remove

是

torch.nn.utils.prune.L1Unstructured

是

torch.nn.utils.prune.L1Unstructured.apply

是

torch.nn.utils.prune.L1Unstructured.apply_mask

是

torch.nn.utils.prune.L1Unstructured.prune

是

torch.nn.utils.prune.L1Unstructured.remove

是

torch.nn.utils.prune.RandomStructured

是

torch.nn.utils.prune.RandomStructured.apply

是

torch.nn.utils.prune.RandomStructured.apply_mask

是

torch.nn.utils.prune.RandomStructured.compute_mask

是

torch.nn.utils.prune.RandomStructured.prune

是

torch.nn.utils.prune.RandomStructured.remove

是

torch.nn.utils.prune.LnStructured

是

torch.nn.utils.prune.LnStructured.apply

是

torch.nn.utils.prune.LnStructured.apply_mask

是

torch.nn.utils.prune.LnStructured.compute_mask

是

torch.nn.utils.prune.LnStructured.prune

是

torch.nn.utils.prune.LnStructured.remove

是

torch.nn.utils.prune.CustomFromMask

是

torch.nn.utils.prune.CustomFromMask.apply

是

torch.nn.utils.prune.CustomFromMask.apply_mask

是

torch.nn.utils.prune.CustomFromMask.prune

是

torch.nn.utils.prune.CustomFromMask.remove

是

torch.nn.utils.prune.identity

是

torch.nn.utils.prune.random_unstructured

是

torch.nn.utils.prune.l1_unstructured

是

torch.nn.utils.prune.random_structured

是

torch.nn.utils.prune.ln_structured

是

torch.nn.utils.prune.global_unstructured

是

torch.nn.utils.prune.custom_from_mask

是

torch.nn.utils.prune.remove

是

torch.nn.utils.prune.is_pruned

是

torch.nn.utils.weight_norm

torch.nn.utils.remove_weight_norm

torch.nn.utils.spectral_norm

torch.nn.utils.remove_spectral_norm

torch.nn.utils.skip_init

torch.nn.utils.parametrizations.orthogonal

否

torch.nn.utils.parametrizations.spectral_norm

否

torch.nn.utils.parametrize.register_parametrization

否

torch.nn.utils.parametrize.remove_parametrizations

否

torch.nn.utils.parametrize.cached

否

torch.nn.utils.parametrize.is_parametrized

否

torch.nn.utils.parametrize.ParametrizationList

是

torch.nn.utils.parametrize.ParametrizationList.right_inverse

是

torch.nn.utils.stateless.functional_call

否

torch.nn.utils.rnn.PackedSequence

是

torch.nn.utils.rnn.PackedSequence.count

是

torch.nn.utils.rnn.PackedSequence.index

是

torch.nn.utils.rnn.PackedSequence.is_pinned

是

torch.nn.utils.rnn.PackedSequence.to

是

torch.nn.utils.rnn.pack_padded_sequence

torch.nn.utils.rnn.pad_packed_sequence

torch.nn.utils.rnn.pad_sequence

torch.nn.utils.rnn.pack_sequence

torch.nn.utils.rnn.unpack_sequence

否

torch.nn.utils.rnn.unpad_sequence

否

torch.nn.Flatten

torch.nn.Unflatten

torch.nn.modules.lazy.LazyModuleMixin

是

torch.nn.modules.lazy.LazyModuleMixin.has_uninitialized_params

是

torch.nn.modules.lazy.LazyModuleMixin.initialize_parameters

否