注意

您正在阅读 MMSelfSup 0.x 版本的文档，而 MMSelfSup 0.x 版本将会在 2022 年末 开始逐步停止维护。我们建议您及时升级到 MMSelfSup 1.0.0rc 版本，享受由 OpenMMLab 2.0 带来的更多新特性和更佳的性能表现。阅读 MMSelfSup 1.0.0rc 的 发版日志, 代码 和 文档 获取更多信息。

索引

A

Accuracy (mmselfsup.models.utils 中的类) accuracy() (在 mmselfsup.models.utils 模块中) after_train_iter() (mmselfsup.core.hooks.GradAccumFp16OptimizerHook 方法)

AliasMethod (mmselfsup.utils 中的类) assign_label() (mmselfsup.models.memories.InterCLRMemory 方法) AvgPool2dNeck (mmselfsup.models.necks 中的类)

B

backward() (mmselfsup.models.utils.GatherLayer 静态方法) BarlowTwins (mmselfsup.models.algorithms 中的类) BaseDataset (mmselfsup.datasets 中的类) BaseDataSource (mmselfsup.datasets.data_sources 中的类) BaseModel (mmselfsup.models.algorithms 中的类) batch_shuffle_ddp() (在 mmselfsup.utils 模块中)

batch_unshuffle_ddp() (在 mmselfsup.utils 模块中) before_train_epoch() (mmselfsup.core.hooks.SimSiamHook 方法) BEiTMaskGenerator (mmselfsup.datasets.pipelines 中的类) build_2d_sincos_position_embedding() (在 mmselfsup.models.utils 模块中) build_dataloader() (在 mmselfsup.datasets 模块中) build_optimizer() (在 mmselfsup.core.optimizer 模块中) BYOL (mmselfsup.models.algorithms 中的类)

C

CAE (mmselfsup.models.algorithms 中的类) CAEHead (mmselfsup.models.heads 中的类) CAENeck (mmselfsup.models.necks 中的类) CAETransformerRegressorLayer (mmselfsup.models.utils 中的类) CAEViT (mmselfsup.models.backbones 中的类) CIFAR10 (mmselfsup.datasets.data_sources 中的类) CIFAR100 (mmselfsup.datasets.data_sources 中的类)

Classification (mmselfsup.models.algorithms 中的类) ClsHead (mmselfsup.models.heads 中的类) collect_env() (在 mmselfsup.utils 模块中) concat_all_gather() (在 mmselfsup.utils 模块中) ConcatDataset (mmselfsup.datasets 中的类) contrast_inter() (mmselfsup.models.algorithms.InterCLRMoCo 方法) contrast_intra() (mmselfsup.models.algorithms.InterCLRMoCo 方法) ContrastiveHead (mmselfsup.models.heads 中的类)

D

deal_with_small_clusters() (mmselfsup.models.memories.InterCLRMemory 方法) (mmselfsup.models.memories.ODCMemory 方法) DeepCluster (mmselfsup.models.algorithms 中的类) DeepClusterDataset (mmselfsup.datasets 中的类) DeepClusterHook (mmselfsup.core.hooks 中的类) DefaultOptimizerConstructor (mmselfsup.core.optimizer 中的类) DenseCL (mmselfsup.models.algorithms 中的类) DenseCLHook (mmselfsup.core.hooks 中的类)

DenseCLNeck (mmselfsup.models.necks 中的类) dist_forward_collect() (在 mmselfsup.utils 模块中) DistOptimizerHook (mmselfsup.core.hooks 中的类) distributed_sinkhorn() (在 mmselfsup.utils 模块中) DistributedGivenIterationSampler (mmselfsup.datasets.samplers 中的类) DistributedGroupSampler (mmselfsup.datasets.samplers 中的类) DistributedSampler (mmselfsup.datasets.samplers 中的类) draw() (mmselfsup.utils.AliasMethod 方法)

E

Encoder (mmselfsup.models.utils 中的类) evaluate() (mmselfsup.datasets.SingleViewDataset 方法) extract() (mmselfsup.models.utils.ExtractProcess 方法) (mmselfsup.models.utils.MultiExtractProcess 方法) extract_feat() (mmselfsup.models.algorithms.BarlowTwins 方法) (mmselfsup.models.algorithms.BaseModel 方法) (mmselfsup.models.algorithms.BYOL 方法) (mmselfsup.models.algorithms.CAE 方法) (mmselfsup.models.algorithms.Classification 方法) (mmselfsup.models.algorithms.DeepCluster 方法) (mmselfsup.models.algorithms.DenseCL 方法) (mmselfsup.models.algorithms.InterCLRMoCo 方法) (mmselfsup.models.algorithms.MAE 方法) (mmselfsup.models.algorithms.MaskFeat 方法) (mmselfsup.models.algorithms.MoCo 方法) (mmselfsup.models.algorithms.MoCoV3 方法) (mmselfsup.models.algorithms.NPID 方法) (mmselfsup.models.algorithms.ODC 方法) (mmselfsup.models.algorithms.RelativeLoc 方法) (mmselfsup.models.algorithms.RotationPred 方法) (mmselfsup.models.algorithms.SimCLR 方法) (mmselfsup.models.algorithms.SimMIM 方法) (mmselfsup.models.algorithms.SimSiam 方法) (mmselfsup.models.algorithms.SwAV 方法)

Extractor (mmselfsup.utils 中的类) ExtractProcess (mmselfsup.models.utils 中的类)

F

find_latest_checkpoint() (在 mmselfsup.utils 模块中) forward() (mmselfsup.models.algorithms.BaseModel 方法) (mmselfsup.models.algorithms.MMClsImageClassifierWrapper 方法) (mmselfsup.models.algorithms.RelativeLoc 方法) (mmselfsup.models.algorithms.RotationPred 方法) (mmselfsup.models.backbones.CAEViT 方法) (mmselfsup.models.backbones.MAEViT 方法) (mmselfsup.models.backbones.MaskFeatViT 方法) (mmselfsup.models.backbones.MIMVisionTransformer 方法) (mmselfsup.models.backbones.ResNet 方法) (mmselfsup.models.backbones.SimMIMSwinTransformer 方法) (mmselfsup.models.heads.CAEHead 方法) (mmselfsup.models.heads.ClsHead 方法) (mmselfsup.models.heads.ContrastiveHead 方法) (mmselfsup.models.heads.LatentClsHead 方法) (mmselfsup.models.heads.LatentCrossCorrelationHead 方法) (mmselfsup.models.heads.LatentPredictHead 方法) (mmselfsup.models.heads.MAEFinetuneHead 方法) (mmselfsup.models.heads.MAELinprobeHead 方法) (mmselfsup.models.heads.MAEPretrainHead 方法) (mmselfsup.models.heads.MaskFeatFinetuneHead 方法) (mmselfsup.models.heads.MaskFeatPretrainHead 方法) (mmselfsup.models.heads.MoCoV3Head 方法) (mmselfsup.models.heads.MultiClsHead 方法) (mmselfsup.models.heads.SimMIMHead 方法) (mmselfsup.models.heads.SwAVHead 方法) (mmselfsup.models.necks.AvgPool2dNeck 方法) (mmselfsup.models.necks.CAENeck 方法) (mmselfsup.models.necks.DenseCLNeck 方法) (mmselfsup.models.necks.LinearNeck 方法) (mmselfsup.models.necks.MAEPretrainDecoder 方法) (mmselfsup.models.necks.MoCoV2Neck 方法) (mmselfsup.models.necks.NonLinearNeck 方法) (mmselfsup.models.necks.ODCNeck 方法) (mmselfsup.models.necks.RelativeLocNeck 方法) (mmselfsup.models.necks.SimMIMNeck 方法) (mmselfsup.models.necks.SwAVNeck 方法) (mmselfsup.models.utils.Accuracy 方法) (mmselfsup.models.utils.CAETransformerRegressorLayer 方法) (mmselfsup.models.utils.Encoder 方法) (mmselfsup.models.utils.GatherLayer 静态方法) (mmselfsup.models.utils.MultiheadAttention 方法) (mmselfsup.models.utils.MultiPooling 方法) (mmselfsup.models.utils.MultiPrototypes 方法) (mmselfsup.models.utils.Sobel 方法) (mmselfsup.models.utils.TransformerEncoderLayer 方法)

forward_test() (mmselfsup.models.algorithms.BaseModel 方法) (mmselfsup.models.algorithms.Classification 方法) (mmselfsup.models.algorithms.DeepCluster 方法) (mmselfsup.models.algorithms.DenseCL 方法) (mmselfsup.models.algorithms.MAE 方法) (mmselfsup.models.algorithms.MMClsImageClassifierWrapper 方法) (mmselfsup.models.algorithms.ODC 方法) (mmselfsup.models.algorithms.RelativeLoc 方法) (mmselfsup.models.algorithms.RotationPred 方法) forward_train() (mmselfsup.models.algorithms.BarlowTwins 方法) (mmselfsup.models.algorithms.BaseModel 方法) (mmselfsup.models.algorithms.BYOL 方法) (mmselfsup.models.algorithms.CAE 方法) (mmselfsup.models.algorithms.Classification 方法) (mmselfsup.models.algorithms.DeepCluster 方法) (mmselfsup.models.algorithms.DenseCL 方法) (mmselfsup.models.algorithms.InterCLRMoCo 方法) (mmselfsup.models.algorithms.MAE 方法) (mmselfsup.models.algorithms.MaskFeat 方法) (mmselfsup.models.algorithms.MMClsImageClassifierWrapper 方法) (mmselfsup.models.algorithms.MoCo 方法) (mmselfsup.models.algorithms.MoCoV3 方法) (mmselfsup.models.algorithms.NPID 方法) (mmselfsup.models.algorithms.ODC 方法) (mmselfsup.models.algorithms.RelativeLoc 方法) (mmselfsup.models.algorithms.RotationPred 方法) (mmselfsup.models.algorithms.SimCLR 方法) (mmselfsup.models.algorithms.SimMIM 方法) (mmselfsup.models.algorithms.SimSiam 方法) (mmselfsup.models.algorithms.SwAV 方法)

G

gather_tensors() (在 mmselfsup.utils 模块中) gather_tensors_batch() (在 mmselfsup.utils 模块中) GatherLayer (mmselfsup.models.utils 中的类) GaussianBlur (mmselfsup.datasets.pipelines 中的类) gen_new_list() (mmselfsup.datasets.samplers.DistributedGivenIterationSampler 方法) get_cat_ids() (mmselfsup.datasets.data_sources.BaseDataSource 方法)

get_classes() (mmselfsup.datasets.data_sources.BaseDataSource 类方法) get_gt_labels() (mmselfsup.datasets.data_sources.BaseDataSource 方法) get_img() (mmselfsup.datasets.data_sources.BaseDataSource 方法) get_root_logger() (在 mmselfsup.utils 模块中) GradAccumFp16OptimizerHook (mmselfsup.core.hooks 中的类) GroupSampler (mmselfsup.datasets.samplers 中的类)

I

ImageList (mmselfsup.datasets.data_sources 中的类) ImageNet (mmselfsup.datasets.data_sources 中的类) ImageNet21k (mmselfsup.datasets.data_sources 中的类) inference_model() (在 mmselfsup.apis 模块中) init_memory() (mmselfsup.models.memories.ODCMemory 方法) init_model() (在 mmselfsup.apis 模块中) init_random_seed() (在 mmselfsup.apis 模块中) init_weights() (mmselfsup.models.algorithms.CAE 方法) (mmselfsup.models.algorithms.DenseCL 方法) (mmselfsup.models.algorithms.InterCLRMoCo 方法) (mmselfsup.models.algorithms.MAE 方法) (mmselfsup.models.algorithms.MoCoV3 方法) (mmselfsup.models.backbones.CAEViT 方法) (mmselfsup.models.backbones.MAEViT 方法) (mmselfsup.models.backbones.MaskFeatViT 方法) (mmselfsup.models.backbones.SimMIMSwinTransformer 方法) (mmselfsup.models.backbones.VisionTransformer 方法) (mmselfsup.models.heads.MAEFinetuneHead 方法) (mmselfsup.models.heads.MAELinprobeHead 方法) (mmselfsup.models.heads.MaskFeatFinetuneHead 方法) (mmselfsup.models.heads.MaskFeatPretrainHead 方法) (mmselfsup.models.necks.CAENeck 方法) (mmselfsup.models.necks.MAEPretrainDecoder 方法)

InterCLRHook (mmselfsup.core.hooks 中的类) InterCLRMemory (mmselfsup.models.memories 中的类) InterCLRMoCo (mmselfsup.models.algorithms 中的类)

K

knn_classifier() (在 mmselfsup.models.utils 模块中)

L

LARS (mmselfsup.core.optimizer 中的类) LatentClsHead (mmselfsup.models.heads 中的类) LatentCrossCorrelationHead (mmselfsup.models.heads 中的类) LatentPredictHead (mmselfsup.models.heads 中的类) Lighting (mmselfsup.datasets.pipelines 中的类) LinearNeck (mmselfsup.models.necks 中的类)

load_annotations() (mmselfsup.datasets.data_sources.ImageNet21k 方法) loss() (mmselfsup.models.heads.ClsHead 方法) (mmselfsup.models.heads.MAEFinetuneHead 方法) (mmselfsup.models.heads.MAELinprobeHead 方法) (mmselfsup.models.heads.MaskFeatFinetuneHead 方法) (mmselfsup.models.heads.MaskFeatPretrainHead 方法) (mmselfsup.models.heads.MultiClsHead 方法)

M

MAE (mmselfsup.models.algorithms 中的类) MAEFinetuneHead (mmselfsup.models.heads 中的类) MAELinprobeHead (mmselfsup.models.heads 中的类) MAEPretrainDecoder (mmselfsup.models.necks 中的类) MAEPretrainHead (mmselfsup.models.heads 中的类) MAEViT (mmselfsup.models.backbones 中的类) make_res_layer() (mmselfsup.models.backbones.ResNeXt 方法) MaskFeat (mmselfsup.models.algorithms 中的类) MaskFeatFinetuneHead (mmselfsup.models.heads 中的类) MaskFeatMaskGenerator (mmselfsup.datasets.pipelines 中的类) MaskFeatPretrainHead (mmselfsup.models.heads 中的类) MaskFeatViT (mmselfsup.models.backbones 中的类) MIMVisionTransformer (mmselfsup.models.backbones 中的类) MMClsImageClassifierWrapper (mmselfsup.models.algorithms 中的类) mmselfsup.apis 模块 mmselfsup.core.hooks 模块 mmselfsup.core.optimizer 模块 mmselfsup.datasets 模块 mmselfsup.datasets.data_sources 模块 mmselfsup.datasets.pipelines 模块 mmselfsup.datasets.samplers 模块

mmselfsup.models.algorithms 模块 mmselfsup.models.backbones 模块 mmselfsup.models.heads 模块 mmselfsup.models.memories 模块 mmselfsup.models.necks 模块 mmselfsup.models.utils 模块 mmselfsup.utils 模块 MoCo (mmselfsup.models.algorithms 中的类) MoCoV2Neck (mmselfsup.models.necks 中的类) MoCoV3 (mmselfsup.models.algorithms 中的类) MoCoV3Head (mmselfsup.models.heads 中的类) momentum_update() (mmselfsup.models.algorithms.BYOL 方法) (mmselfsup.models.algorithms.CAE 方法) (mmselfsup.models.algorithms.MoCoV3 方法) MomentumUpdateHook (mmselfsup.core.hooks 中的类) MultiClsHead (mmselfsup.models.heads 中的类) MultiExtractProcess (mmselfsup.models.utils 中的类) MultiheadAttention (mmselfsup.models.utils 中的类) MultiPooling (mmselfsup.models.utils 中的类) MultiPrototypes (mmselfsup.models.utils 中的类) MultiViewDataset (mmselfsup.datasets 中的类)

N

nondist_forward_collect() (在 mmselfsup.utils 模块中)

NonLinearNeck (mmselfsup.models.necks 中的类) NPID (mmselfsup.models.algorithms 中的类)

O

ODC (mmselfsup.models.algorithms 中的类) ODCHook (mmselfsup.core.hooks 中的类)

ODCMemory (mmselfsup.models.memories 中的类) ODCNeck (mmselfsup.models.necks 中的类) off_diagonal() (mmselfsup.models.heads.LatentCrossCorrelationHead 方法)

P

patchify() (mmselfsup.models.heads.MAEPretrainHead 方法)

R

random_masking() (mmselfsup.models.backbones.MAEViT 方法) RandomAppliedTrans (mmselfsup.datasets.pipelines 中的类) RandomAug (mmselfsup.datasets.pipelines 中的类) RelativeLoc (mmselfsup.models.algorithms 中的类) RelativeLocDataset (mmselfsup.datasets 中的类) RelativeLocNeck (mmselfsup.models.necks 中的类)

RepeatDataset (mmselfsup.datasets 中的类) ResNet (mmselfsup.models.backbones 中的类) ResNetV1d (mmselfsup.models.backbones 中的类) ResNeXt (mmselfsup.models.backbones 中的类) RotationPred (mmselfsup.models.algorithms 中的类) RotationPredDataset (mmselfsup.datasets 中的类)

S

set_random_seed() (在 mmselfsup.apis 模块中) set_reweight() (mmselfsup.models.algorithms.DeepCluster 方法) (mmselfsup.models.algorithms.ODC 方法) setup_multi_processes() (在 mmselfsup.utils 模块中) SimCLR (mmselfsup.models.algorithms 中的类) SimMIM (mmselfsup.models.algorithms 中的类) SimMIMHead (mmselfsup.models.heads 中的类) SimMIMMaskGenerator (mmselfsup.datasets.pipelines 中的类) SimMIMNeck (mmselfsup.models.necks 中的类) SimMIMSwinTransformer (mmselfsup.models.backbones 中的类) SimpleMemory (mmselfsup.models.memories 中的类)

SimSiam (mmselfsup.models.algorithms 中的类) SimSiamHook (mmselfsup.core.hooks 中的类) SingleViewDataset (mmselfsup.datasets 中的类) Sobel (mmselfsup.models.utils 中的类) Solarization (mmselfsup.datasets.pipelines 中的类) step() (mmselfsup.core.optimizer.LARS 方法) StepFixCosineAnnealingLrUpdaterHook (mmselfsup.core.hooks 中的类) SwAV (mmselfsup.models.algorithms 中的类) SwAVHead (mmselfsup.models.heads 中的类) SwAVHook (mmselfsup.core.hooks 中的类) SwAVNeck (mmselfsup.models.necks 中的类) sync_random_seed() (在 mmselfsup.utils 模块中)

T

ToTensor (mmselfsup.datasets.pipelines 中的类) train() (mmselfsup.models.backbones.MIMVisionTransformer 方法) (mmselfsup.models.backbones.VisionTransformer 方法)

train_step() (mmselfsup.models.algorithms.BaseModel 方法) TransformerEncoderLayer (mmselfsup.models.utils 中的类) TransformerFinetuneConstructor (mmselfsup.core.optimizer 中的类)

U

unpatchify() (mmselfsup.models.heads.MAEPretrainHead 方法) update() (mmselfsup.models.memories.SimpleMemory 方法) update_centroids_memory() (mmselfsup.models.memories.InterCLRMemory 方法) (mmselfsup.models.memories.ODCMemory 方法)

update_samples_memory() (mmselfsup.models.memories.InterCLRMemory 方法) (mmselfsup.models.memories.ODCMemory 方法) update_simple_memory() (mmselfsup.models.memories.InterCLRMemory 方法)

V

val_step() (mmselfsup.models.algorithms.BaseModel 方法)

VisionTransformer (mmselfsup.models.backbones 中的类)

模

模块 mmselfsup.apis mmselfsup.core.hooks mmselfsup.core.optimizer mmselfsup.datasets mmselfsup.datasets.data_sources mmselfsup.datasets.pipelines mmselfsup.datasets.samplers mmselfsup.models.algorithms mmselfsup.models.backbones mmselfsup.models.heads mmselfsup.models.memories mmselfsup.models.necks mmselfsup.models.utils mmselfsup.utils