Index

_

__call__() (utils.augmentations.DoubleCompose method) __getitem__() (utils.augmentations.DoubleCompose method) __iter__() (utils.augmentations.DoubleCompose method)

__len__() (utils.augmentations.DoubleCompose method) _do_transform() (utils.kornia_utils.KorniaAugNoGrad method) _getpolicy() (utils.kornia_utils.CustomKorniaRandAugment method)

A

ABSSampling (class in utils.buffer) accuracy() (in module models.slca_utils.toolkit) activations_hook() (backbone.EfficientNet.EfficientNet method) active_train_loaders (datasets.mnist_360.MNIST360 attribute) Adapter (class in models.moe_adapters_utils.adapter) (class in models.ranpac_utils.vit) add_bwt() (utils.loggers.Logger method) add_configuration_args() (in module utils.args) add_data() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) add_dynamic_parsable_args() (in module utils.args) add_experiment_args() (in module utils.args) add_extra_return_field() (datasets.utils.continual_dataset.MammothDatasetWrapper method) add_forgetting() (utils.loggers.Logger method) add_fwt() (utils.loggers.Logger method) add_initial_args() (in module utils.args) add_lipschitz_args() (in module models.utils.lider_model) add_management_args() (in module utils.args) add_rehearsal_args() (in module utils.args) after_task() (models.slca_utils.base.BaseLearner method) (models.slca_utils.slca.SLCA_Model method) AGem (class in models.agem) AGemr (class in models.agem_r)

align() (models.second_stage_starprompt.SecondStageStarprompt method) AlphaModule (class in backbone.utils.modules) append() (backbone.utils.modules.ListModule method) apply_decay() (in module models.er_ace_tricks) (in module models.er_tricks) apply_transform() (in module utils.augmentations) (utils.autoaugment.RandomErasing method) apply_transform_mask() (utils.autoaugment.RandomErasing method) args (datasets.mnist_360.MNIST360 attribute) (datasets.mnist_360.SequentialMNIST360 attribute) (datasets.utils.continual_dataset.ContinualDataset attribute) (models.utils.continual_model.ContinualModel attribute) Attention (class in backbone.vit) (class in models.coda_prompt_utils.vit) (class in models.ranpac_utils.vit) attention() (models.moe_adapters_utils.model.ResidualAttentionBlock method) attention_maps (utils.buffer.Buffer attribute) AttentionPool2d (class in models.moe_adapters_utils.model) attributes (utils.buffer.Buffer attribute) Attriclip (class in models.attriclip) autolog_wandb() (models.utils.continual_model.ContinualModel method) AVAIL_OPTIMS (models.utils.continual_model.ContinualModel attribute) AVAIL_SCHEDS (datasets.utils.continual_dataset.ContinualDataset attribute), [1] available_models() (in module models.moe_adapters_utils.clip)

B

backbone module backbone.EfficientNet module backbone.MNISTMLP module backbone.MNISTMLP_PNN module backbone.ResNet18_PNN module backbone.ResNetBlock module backbone.ResNetBottleneck module backbone.utils module backbone.utils.layers module backbone.utils.lora_utils module backbone.utils.modules module backbone.utils.vit_default_cfg module backbone.vit module backup() (models.second_stage_starprompt.SecondStageStarprompt method) (models.slca_utils.convs.linears.SimpleContinualLinear method) backward() (backbone.EfficientNet.SwishImplementation static method) (utils.conditional_bn.SelectClearGrad static method) backward_transfer() (in module utils.metrics) base_fields (datasets.utils.continual_dataset.ContinualDataset attribute) base_fit_buffer() (models.puridiver.PuriDivER method) base_path() (in module utils.conf) BaseLearner (class in models.slca_utils.base) BaseMNISTMLP (class in backbone.MNISTMLP) BaseNet (class in models.slca_utils.inc_net) BaseSampleSelection (class in utils.buffer) basic_clean() (in module models.moe_adapters_utils.tokenizer) BasicBlock (class in backbone.ResNetBlock) BasicBlockPnn (class in backbone.ResNet18_PNN) batch_hard_triplet_loss() (in module utils.triplet) batch_iterate() (in module models.twf) begin_epoch() (models.er_ace_aer_abs.ErAceAerAbs method) (models.utils.continual_model.ContinualModel method) begin_task() (models.attriclip.Attriclip method) (models.bic.BiC method) (models.cgil.CGIL method) (models.clip.CLIP method) (models.coda_prompt.CodaPrompt method) (models.dap.DAP method) (models.derpp_lider.DerppLider method) (models.dualprompt.DualPrompt method) (models.er_ace_aer_abs.ErAceAerAbs method) (models.er_ace_lider.ErACELider method) (models.first_stage_starprompt.FirstStageStarprompt method) (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) (models.idefics.Idefics method) (models.l2p.L2P method) (models.llava.Llava method) (models.lucir.Lucir method) (models.lwf.Lwf method) (models.moe_adapters.MoEAdapters method) (models.puridiver.PuriDivER method) (models.ranpac.RanPAC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.slca.SLCA method) (models.starprompt.STARPrompt method) (models.twf.TwF method) (models.utils.continual_model.ContinualModel method)

BiC (class in models.bic) binary_cross_entropy() (models.icarl.ICarl static method) (models.icarl_lider.ICarlLider static method) binary_to_boolean_type() (in module utils) BinaryGumbelSoftmax (class in models.twf_utils.afd) Block (class in backbone.vit) (class in models.coda_prompt_utils.vit) (class in models.ranpac_utils.vit) BlockDecoder (class in backbone.EfficientNet) bn_track_stats (class in utils.batch_norm) Bottleneck (class in backbone.ResNetBottleneck) (class in models.moe_adapters_utils.model) bpe() (models.moe_adapters_utils.tokenizer.SimpleTokenizer method) Buffer (class in utils.buffer) (class in utils.gss_buffer) buffer_size (utils.buffer.Buffer attribute) build_attention_mask() (models.moe_adapters_utils.model.CLIP method) build_buffer() (models.bic.BiC method) build_model() (in module models.moe_adapters_utils.model) build_noisy_labels() (in module datasets.utils.label_noise) build_parsable_args() (in module utils.args) build_rehearsal_memory() (models.slca_utils.base.BaseLearner method) build_torchvision_transform() (in module datasets.utils) bytes_to_unicode() (in module models.moe_adapters_utils.tokenizer)

C

c_task (datasets.utils.continual_dataset.ContinualDataset attribute) calculate_output_image_size() (in module backbone.EfficientNet) Ccic (class in models.ccic) CGIL (class in models.cgil) change_transform() (models.cgil.CGIL method) (models.moe_adapters.MoEAdapters method) (models.utils.future_model.FutureModel method) ChannelAttn (class in models.twf_utils.afd) check_args() (in module utils.main) check_multiple_defined_arg_during_string_parse() (in module utils.args) checkpoint_filter_fn() (in module backbone.vit) (in module models.dualprompt_utils.vision_transformer) (in module models.l2p_utils.vit_prompt) ChestX (class in datasets.seq_chestx) CIFAR10Policy (class in utils.autoaugment) CifarResNet (class in models.slca_utils.convs.cifar_resnet) class_names (datasets.utils.continual_dataset.ContinualDataset attribute), [1] classes_per_task (models.utils.continual_model.ContinualModel property) clean_dynamic_args() (in module utils.args) clear_locals() (utils.magic.persistent_locals method) CLIP (class in models.clip) (class in models.moe_adapters_utils.model) ClipLinear (class in backbone.utils.layers) CodaPrompt (class in models.coda_prompt) (class in models.coda_prompt_utils.model) combine() (models.moe_adapters_utils.model.SparseDispatcher method) COMPATIBILITY (models.agem.AGem attribute) (models.agem_r.AGemr attribute) (models.attriclip.Attriclip attribute) (models.bic.BiC attribute) (models.ccic.Ccic attribute) (models.cgil.CGIL attribute) (models.clip.CLIP attribute) (models.coda_prompt.CodaPrompt attribute) (models.dap.DAP attribute) (models.der.Der attribute) (models.derpp.Derpp attribute) (models.derpp_lider.DerppLider attribute) (models.dualprompt.DualPrompt attribute) (models.er.Er attribute) (models.er_ace.ErACE attribute) (models.er_ace_aer_abs.ErAceAerAbs attribute) (models.er_ace_lider.ErACELider attribute) (models.er_ace_tricks.ErAceTricks attribute) (models.er_tricks.ErTricks attribute) (models.ewc_on.EwcOn attribute) (models.fdr.Fdr attribute) (models.first_stage_starprompt.FirstStageStarprompt attribute) (models.gdumb.GDumb attribute) (models.gdumb_lider.GDumbLider attribute) (models.gem.Gem attribute) (models.gss.Gss attribute) (models.hal.HAL attribute) (models.icarl.ICarl attribute) (models.icarl_lider.ICarlLider attribute) (models.idefics.Idefics attribute) (models.joint.Joint attribute) (models.joint_gcl.JointGCL attribute) (models.l2p.L2P attribute) (models.llava.Llava attribute) (models.lucir.Lucir attribute) (models.lwf.Lwf attribute) (models.lwf_mc.LwFMC attribute) (models.mer.Mer attribute) (models.moe_adapters.MoEAdapters attribute) (models.pnn.Pnn attribute) (models.puridiver.PuriDivER attribute) (models.ranpac.RanPAC attribute) (models.rpc.RPC attribute) (models.second_stage_starprompt.SecondStageStarprompt attribute) (models.sgd.Sgd attribute) (models.si.SI attribute) (models.slca.SLCA attribute) (models.starprompt.STARPrompt attribute) (models.twf.TwF attribute) (models.utils.continual_model.ContinualModel attribute) (models.xder.XDerV2 attribute) (models.xder_ce.XDerCE attribute) (models.xder_rpc.XDerRPC attribute)

completed_rounds (datasets.mnist_360.MNIST360 attribute) compose_subpolicy_sequential() (utils.autoaugment.CustomKorniaRandAugment method) (utils.kornia_utils.CustomKorniaRandAugment method), [1] composed_fields (datasets.utils.continual_dataset.ContinualDataset attribute) compute_class_means() (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) compute_distance() (models.twf_utils.afd.ChannelAttn method) (models.twf_utils.afd.DoubleAttn method) compute_embeddings() (models.ccic.Ccic method) compute_offsets() (models.utils.continual_model.ContinualModel method) compute_spkd_loss() (utils.spkdloss.SPKDLoss method) compute_transition_matrix() (models.utils.lider_model.LiderOptimizer method) ConditionalBatchNorm1d (class in utils.conditional_bn) ConditionalBatchNorm2d (class in utils.conditional_bn) ConditionalLinear (class in models.twf_utils.afd) ContinualDataset (class in datasets.utils.continual_dataset) ContinualModel (class in models.utils.continual_model) conv1x1() (in module backbone.ResNetBottleneck) Conv2dDynamicSamePadding (class in backbone.EfficientNet) Conv2dStaticSamePadding (class in backbone.EfficientNet) conv3x3() (in module backbone.ResNetBlock) (in module backbone.ResNetBottleneck) convert_weights() (in module models.moe_adapters_utils.model) copy() (models.slca_utils.inc_net.BaseNet method) cosine() (utils.schedulers.CosineSchedule method) CosineLinear (class in models.ranpac_utils.inc_net) CosineSchedule (class in utils.schedulers) CosineSchedulerWithLinearWarmup (class in utils.schedulers) count_parameters() (in module models.slca_utils.toolkit) cpt (models.utils.continual_model.ContinualModel property) create_features_dataset() (models.second_stage_starprompt.SecondStageStarprompt method) create_if_not_exists() (in module utils) create_seeded_dataloader() (in module utils.conf) create_vision_transformer() (in module backbone.vit) CropDisease (class in datasets.seq_cropdisease) CUB200 (class in datasets.seq_cub200) current_items (datasets.mnist_360.MNIST360 attribute) current_task (models.utils.continual_model.ContinualModel property) custom_collate_unbatch() (in module datasets.mnist_360) custom_str_underscore() (in module utils) CustomClassifier (class in models.lucir) CustomDataset (class in models.er_ace_aer_abs) (class in models.puridiver) CustomDP (class in utils.distributed) CustomKorniaRandAugment (class in utils.autoaugment) (class in utils.kornia_utils) CustomRandomCrop (class in utils.augmentations) CustomRandomHorizontalFlip (class in utils.augmentations) cutmix_data() (in module utils.augmentations) Cutout (class in utils.autoaugment) cv_squared() (models.moe_adapters_utils.model.ResidualAttentionBlock method)

D

DAP (class in models.dap) data (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) dataset (datasets.mnist_360.MNIST360 attribute) (models.utils.continual_model.ContinualModel attribute) datasets module datasets.deprecated module datasets.deprecated.old_mnist_360 module datasets.imagenet_r_utils module datasets.mnist_360 module datasets.perm_mnist module datasets.rot_mnist module datasets.seq_cars196 module datasets.seq_chestx module datasets.seq_cifar10 module datasets.seq_cifar100 module datasets.seq_cifar100_224 module datasets.seq_cifar100_224_rs module datasets.seq_cifar10_224 module datasets.seq_cifar10_224_rs module datasets.seq_cropdisease module datasets.seq_cub200 module datasets.seq_cub200_rs module datasets.seq_eurosat_rgb module datasets.seq_imagenet_r module datasets.seq_isic module datasets.seq_mit67 module datasets.seq_mnist module datasets.seq_resisc45 module

datasets.seq_tinyimagenet module datasets.seq_tinyimagenet_r module datasets.transforms module datasets.transforms.denormalization module datasets.transforms.permutation module datasets.transforms.rotation module datasets.utils module datasets.utils.continual_dataset module datasets.utils.gcl_dataset module datasets.utils.label_noise module datasets.utils.validation module decode() (backbone.EfficientNet.BlockDecoder static method) (models.moe_adapters_utils.tokenizer.SimpleTokenizer method) default_bpe() (in module models.moe_adapters_utils.tokenizer) DeNormalize (class in datasets.transforms.denormalization) Der (class in models.der) Derpp (class in models.derpp) DerppLider (class in models.derpp_lider) device (models.utils.continual_model.ContinualModel attribute) (utils.buffer.Buffer attribute) discard_supervised_labels() (models.ccic.Ccic method) discard_unsupervised_labels() (models.ccic.Ccic method) dispatch() (models.moe_adapters_utils.model.SparseDispatcher method) DiverseLoss (class in models.twf_utils.afd) DoubleAttn (class in models.twf_utils.afd) DoubleCompose (class in utils.augmentations) DoubleTransform (class in utils.augmentations) downsample() (models.twf_utils.afd.ChannelAttn method) (models.twf_utils.afd.DoubleAttn method) DownsampleA (class in models.slca_utils.convs.cifar_resnet) DownsampleB (class in models.slca_utils.convs.cifar_resnet) DownsampleC (class in models.slca_utils.convs.cifar_resnet) DownsampleD (class in models.slca_utils.convs.cifar_resnet) drop_cache() (utils.gss_buffer.Buffer method) drop_connect() (in module backbone.EfficientNet) dsimplex() (in module models.rpc) (in module models.xder_rpc) dtype (models.moe_adapters_utils.model.CLIP property) DualPrompt (class in models.dualprompt) dump() (utils.loggers.Logger method) dynamic_budget_lip_loss() (models.utils.lider_model.LiderOptimizer method)

E

EfficientNet (class in backbone.EfficientNet) efficientnet() (in module backbone.EfficientNet) efficientnet_params() (in module backbone.EfficientNet) efficientnet_tf() (in module backbone.EfficientNet) empty() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) encode() (backbone.EfficientNet.BlockDecoder static method) (models.moe_adapters_utils.tokenizer.SimpleTokenizer method) encode_image() (models.moe_adapters_utils.model.CLIP method) encode_text() (models.moe_adapters_utils.model.CLIP method) end_epoch() (models.er_ace_aer_abs.ErAceAerAbs method) (models.utils.continual_model.ContinualModel method) end_task() (models.agem.AGem method) (models.bic.BiC method) (models.ccic.Ccic method) (models.cgil.CGIL method) (models.clip.CLIP method) (models.er_ace_aer_abs.ErAceAerAbs method) (models.er_ace_tricks.ErAceTricks method) (models.er_tricks.ErTricks method) (models.ewc_on.EwcOn method) (models.fdr.Fdr method) (models.first_stage_starprompt.FirstStageStarprompt method) (models.gdumb.GDumb method) (models.gdumb_lider.GDumbLider method) (models.gem.Gem method) (models.hal.HAL method) (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) (models.joint.Joint method) (models.joint_gcl.JointGCL method) (models.lucir.Lucir method) (models.lwf_mc.LwFMC method) (models.pnn.Pnn method) (models.puridiver.PuriDivER method) (models.ranpac.RanPAC method) (models.rpc.RPC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.si.SI method) (models.slca.SLCA method) (models.starprompt.STARPrompt method) (models.twf.TwF method) (models.utils.continual_model.ContinualModel method) (models.xder.XDerV2 method) (models.xder_ce.XDerCE method) (models.xder_rpc.XDerRPC method)

epoch_iteration (models.utils.continual_model.ContinualModel property) EPrompt (class in models.dualprompt_utils.prompt) Er (class in models.er) ErACE (class in models.er_ace) ErAceAerAbs (class in models.er_ace_aer_abs) ErACELider (class in models.er_ace_lider) ErAceTricks (class in models.er_ace_tricks) ErTricks (class in models.er_tricks) eval() (models.ranpac_utils.ranpac.RanPAC_Model method) (models.slca_utils.slca.SLCA_Model method) eval_task() (models.slca_utils.base.BaseLearner method) evaluate() (in module utils.training) evaluate_bias() (models.bic.BiC method) EwcOn (class in models.ewc_on) examples (utils.buffer.Buffer attribute) exemplar_size (models.slca_utils.base.BaseLearner property) expansion (backbone.ResNetBlock.BasicBlock attribute) (backbone.ResNetBottleneck.Bottleneck attribute) (models.moe_adapters_utils.model.Bottleneck attribute) (models.slca_utils.convs.cifar_resnet.ResNetBasicblock attribute) expert_to_gates() (models.moe_adapters_utils.model.SparseDispatcher method) extend_args() (in module utils.main) extend_like() (models.twf_utils.afd.MultiTaskAFDAlternative method) extend_return_items() (datasets.utils.continual_dataset.MammothDatasetWrapper method) extra_return_fields (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) extract_endpoints() (backbone.EfficientNet.EfficientNet method) extract_features() (backbone.EfficientNet.EfficientNet method) extract_vector() (models.slca_utils.inc_net.BaseNet method)

F

Fdr (class in models.fdr) feature_dim (models.slca_utils.base.BaseLearner property) (models.slca_utils.inc_net.BaseNet property) features() (backbone.MammothBackbone method), [1] field_with_aliases() (in module utils) fill_buffer() (in module utils.buffer) FinalModel (class in models.clip) (class in models.idefics) (class in models.llava) FinetuneIncrementalNet (class in models.slca_utils.inc_net) FirstStageStarprompt (class in models.first_stage_starprompt) fit_buffer() (in module models.gdumb) (in module models.gdumb_lider) (models.lucir.Lucir method) (models.puridiver.PuriDivER method) fit_buffer_ce() (models.er_ace_aer_abs.ErAceAerAbs method) fit_buffer_mixmatch() (models.er_ace_aer_abs.ErAceAerAbs method) fix_class_names_order() (in module datasets.utils.continual_dataset) fix_model_parser_backwards_compatibility() (in module utils.args) FixedPermutation (class in datasets.transforms.permutation) FixedRotation (class in datasets.transforms.rotation) forgetting() (in module utils.metrics) forward() (backbone.EfficientNet.Conv2dDynamicSamePadding method) (backbone.EfficientNet.Conv2dStaticSamePadding method) (backbone.EfficientNet.EfficientNet method) (backbone.EfficientNet.MBConvBlock method) (backbone.EfficientNet.MemoryEfficientSwish method) (backbone.EfficientNet.SwishImplementation static method) (backbone.MammothBackbone method), [1] (backbone.MNISTMLP.BaseMNISTMLP method) (backbone.MNISTMLP_PNN.MNISTMLP_PNN method) (backbone.ResNet18_PNN.BasicBlockPnn method) (backbone.ResNet18_PNN.ResNetPNN method) (backbone.ResNetBlock.BasicBlock method) (backbone.ResNetBlock.ResNet method) (backbone.ResNetBottleneck.Bottleneck method) (backbone.ResNetBottleneck.ResNet method) (backbone.utils.layers.ClipLinear method) (backbone.utils.layers.IncrementalClassifier method) (backbone.utils.lora_utils.LayerScale method) (backbone.utils.lora_utils.LoRAAttention method) (backbone.utils.lora_utils.LoRALinear method) (backbone.utils.lora_utils.LoRAMlp method) (backbone.utils.modules.AlphaModule method) (backbone.vit.Attention method) (backbone.vit.Block method) (backbone.vit.LayerScale method) (backbone.vit.Mlp method) (backbone.vit.VisionTransformer method) (models.attriclip.Attriclip method) (models.bic.BiC method) (models.ccic.Ccic method) (models.cgil.CGIL method) (models.clip.CLIP method) (models.clip.FinalModel method) (models.coda_prompt.CodaPrompt method) (models.coda_prompt_utils.model.CodaPrompt method) (models.coda_prompt_utils.model.Model method) (models.coda_prompt_utils.vit.Attention method) (models.coda_prompt_utils.vit.Block method) (models.coda_prompt_utils.vit.VisionTransformer method) (models.dap.DAP method) (models.dualprompt.DualPrompt method) (models.dualprompt_utils.attention.PreT_Attention method) (models.dualprompt_utils.model.Model method) (models.dualprompt_utils.prompt.EPrompt method) (models.dualprompt_utils.vision_transformer.VisionTransformer method) (models.er_ace_tricks.ErAceTricks method) (models.er_tricks.ErTricks method) (models.first_stage_starprompt.FirstStageStarprompt method) (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) (models.idefics.FinalModel method) (models.idefics.Idefics method) (models.l2p.L2P method) (models.l2p_utils.l2p_model.L2PModel method) (models.l2p_utils.prompt.Prompt method) (models.l2p_utils.vit_prompt.VisionTransformer method) (models.llava.FinalModel method) (models.llava.Llava method) (models.lucir.CustomClassifier method) (models.lucir.Lucir method) (models.moe_adapters.Model method) (models.moe_adapters.MoEAdapters method) (models.moe_adapters_utils.adapter.Adapter method) (models.moe_adapters_utils.model.AttentionPool2d method) (models.moe_adapters_utils.model.Bottleneck method) (models.moe_adapters_utils.model.CLIP method) (models.moe_adapters_utils.model.LayerNorm method) (models.moe_adapters_utils.model.ModifiedResNet method) (models.moe_adapters_utils.model.QuickGELU method) (models.moe_adapters_utils.model.ResidualAttentionBlock method) (models.moe_adapters_utils.model.Transformer method) (models.moe_adapters_utils.model.VisualTransformer method) (models.pnn.Pnn method) (models.ranpac.RanPAC method) (models.ranpac_utils.inc_net.CosineLinear method) (models.ranpac_utils.inc_net.RanPACNet method) (models.ranpac_utils.vit.Adapter method) (models.ranpac_utils.vit.Attention method) (models.ranpac_utils.vit.Block method) (models.ranpac_utils.vit.VisionTransformer method) (models.rpc.RPC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.slca.SLCA method) (models.slca_utils.convs.cifar_resnet.CifarResNet method) (models.slca_utils.convs.cifar_resnet.DownsampleA method) (models.slca_utils.convs.cifar_resnet.DownsampleB method) (models.slca_utils.convs.cifar_resnet.DownsampleC method) (models.slca_utils.convs.cifar_resnet.DownsampleD method) (models.slca_utils.convs.cifar_resnet.ResNetBasicblock method) (models.slca_utils.convs.linears.SimpleContinualLinear method) (models.slca_utils.inc_net.BaseNet method) (models.slca_utils.inc_net.FinetuneIncrementalNet method) (models.starprompt.STARPrompt method) (models.twf_utils.afd.BinaryGumbelSoftmax method) (models.twf_utils.afd.ChannelAttn method) (models.twf_utils.afd.ConditionalLinear method) (models.twf_utils.afd.DiverseLoss method) (models.twf_utils.afd.DoubleAttn method) (models.twf_utils.afd.HardAttentionSoftmax method) (models.twf_utils.afd.MultiTaskAFDAlternative method) (models.twf_utils.afd.Normalize method) (models.twf_utils.afd.SoftAttentionSoftmax method) (models.twf_utils.afd.SpatialAttn method) (models.twf_utils.afd.StudentTransform method) (models.twf_utils.afd.TeacherForcingLoss method) (models.twf_utils.afd.TeacherTransform method) (models.utils.continual_model.ContinualModel method) (models.xder_rpc.XDerRPC method) (utils.conditional_bn.ConditionalBatchNorm1d method) (utils.conditional_bn.ConditionalBatchNorm2d method) (utils.conditional_bn.SelectClearGrad static method) (utils.kornia_utils.KorniaAugNoGrad method), [1] (utils.kornia_utils.KorniaMultiAug method), [1] (utils.simclrloss.SupConLoss method) (utils.spkdloss.SPKDLoss method)

forward_features() (backbone.vit.VisionTransformer method) (models.dualprompt_utils.vision_transformer.VisionTransformer method) (models.l2p_utils.vit_prompt.VisionTransformer method) (models.ranpac_utils.vit.VisionTransformer method) forward_head() (backbone.vit.VisionTransformer method) (models.dualprompt_utils.vision_transformer.VisionTransformer method) (models.l2p_utils.vit_prompt.VisionTransformer method) forward_parameters() (utils.autoaugment.CustomKorniaRandAugment method) (utils.kornia_utils.CustomKorniaRandAugment method), [1] forward_transfer() (in module utils.metrics) freeze() (models.slca_utils.inc_net.BaseNet method) freeze_backbone() (models.ranpac.RanPAC method) from_name() (backbone.EfficientNet.EfficientNet class method) from_pretrained() (backbone.EfficientNet.EfficientNet class method) functional_reservoir() (utils.gss_buffer.Buffer method) future_forward() (models.cgil.CGIL method) (models.moe_adapters.MoEAdapters method) (models.utils.future_model.FutureModel method) FutureModel (class in models.utils.future_model)

G

GCLDataset (class in datasets.utils.gcl_dataset) GDumb (class in models.gdumb) GDumbLider (class in models.gdumb_lider) Gem (class in models.gem) generate_fc() (models.slca_utils.inc_net.BaseNet method) (models.slca_utils.inc_net.FinetuneIncrementalNet method) get_all_data() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) get_all_datasets_legacy() (in module datasets) get_all_models() (in module models) get_alloc_memory_all_devices() (in module utils.conf) get_anchors() (models.hal.HAL method) get_asymmetric_noise() (in module datasets.utils.label_noise) get_attention_map() (models.coda_prompt_utils.vit.Attention method) get_attn_gradients() (models.coda_prompt_utils.vit.Attention method) get_backbone() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.SequentialMNIST360 method) (datasets.perm_mnist.PermutedMNIST method) (datasets.rot_mnist.RotatedMNIST method) (datasets.seq_cars196.SequentialCars196 method) (datasets.seq_chestx.SequentialChestX method) (datasets.seq_cifar10.SequentialCIFAR10 method) (datasets.seq_cifar100.SequentialCIFAR100 method) (datasets.seq_cifar100_224.SequentialCIFAR100224 method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS method) (datasets.seq_cifar10_224.SequentialCIFAR10224 method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS method) (datasets.seq_cropdisease.SequentialCropDisease method) (datasets.seq_cub200.SequentialCUB200 method) (datasets.seq_cub200_rs.SequentialCUB200RS method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb method) (datasets.seq_imagenet_r.SequentialImagenetR method) (datasets.seq_isic.SequentialIsic method) (datasets.seq_mit67.SequentialMIT67 method) (datasets.seq_mnist.SequentialMNIST method) (datasets.seq_resisc45.SequentialResisc45 method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R method) (datasets.utils.continual_dataset.ContinualDataset method) (in module backbone) get_backbone_class() (in module backbone) get_batch_size() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.SequentialMNIST360 method) (datasets.perm_mnist.PermutedMNIST method) (datasets.rot_mnist.RotatedMNIST method) (datasets.seq_cars196.SequentialCars196 method) (datasets.seq_chestx.SequentialChestX method) (datasets.seq_cifar10.SequentialCIFAR10 method) (datasets.seq_cifar100.SequentialCIFAR100 method) (datasets.seq_cifar100_224.SequentialCIFAR100224 method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS method) (datasets.seq_cifar10_224.SequentialCIFAR10224 method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS method) (datasets.seq_cropdisease.SequentialCropDisease method) (datasets.seq_cub200.SequentialCUB200 method) (datasets.seq_cub200_rs.SequentialCUB200RS method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb method) (datasets.seq_imagenet_r.SequentialImagenetR method) (datasets.seq_isic.SequentialIsic method) (datasets.seq_mit67.SequentialMIT67 method) (datasets.seq_mnist.SequentialMNIST method) (datasets.seq_resisc45.SequentialResisc45 method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R method) (datasets.utils.continual_dataset.ContinualDataset method) get_cifar100_noise_matrix() (in module datasets.utils.label_noise) get_class_names() (datasets.perm_mnist.PermutedMNIST method) (datasets.rot_mnist.RotatedMNIST method) (datasets.seq_cars196.MyCars196 static method) (datasets.seq_cars196.SequentialCars196 method) (datasets.seq_chestx.SequentialChestX method) (datasets.seq_cifar10.SequentialCIFAR10 method) (datasets.seq_cifar100.SequentialCIFAR100 method) (datasets.seq_cifar100_224.SequentialCIFAR100224 method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS method) (datasets.seq_cifar10_224.SequentialCIFAR10224 method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS method) (datasets.seq_cropdisease.SequentialCropDisease method) (datasets.seq_cub200.SequentialCUB200 method) (datasets.seq_eurosat_rgb.MyEuroSat static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb method) (datasets.seq_imagenet_r.SequentialImagenetR method) (datasets.seq_isic.SequentialIsic method) (datasets.seq_mit67.SequentialMIT67 method) (datasets.seq_mnist.SequentialMNIST method) (datasets.seq_resisc45.SequentialResisc45 method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.utils.continual_dataset.ContinualDataset method) get_classifier() (models.ranpac_utils.vit.VisionTransformer method) get_classifier_weights() (models.puridiver.PuriDivER method) get_closest_classname() (models.idefics.FinalModel method) (models.llava.FinalModel method) get_convnet() (in module models.slca_utils.inc_net) get_current_alpha_sim_score() (models.puridiver.PuriDivER method) get_custom_double_transform() (models.twf.TwF method) get_data() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) get_data_by_index() (utils.buffer.Buffer method) get_data_loaders() (datasets.mnist_360.SequentialMNIST360 method) (datasets.perm_mnist.PermutedMNIST method) (datasets.rot_mnist.RotatedMNIST method) (datasets.seq_cars196.SequentialCars196 method) (datasets.seq_chestx.SequentialChestX method) (datasets.seq_cifar10.SequentialCIFAR10 method) (datasets.seq_cifar100.SequentialCIFAR100 method) (datasets.seq_cifar100_224.SequentialCIFAR100224 method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS method) (datasets.seq_cifar10_224.SequentialCIFAR10224 method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS method) (datasets.seq_cropdisease.SequentialCropDisease method) (datasets.seq_cub200.SequentialCUB200 method) (datasets.seq_cub200_rs.SequentialCUB200RS method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb method) (datasets.seq_imagenet_r.SequentialImagenetR method) (datasets.seq_isic.SequentialIsic method) (datasets.seq_mit67.SequentialMIT67 method) (datasets.seq_mnist.SequentialMNIST method) (datasets.seq_resisc45.SequentialResisc45 method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.utils.continual_dataset.ContinualDataset method) get_dataloader_from_buffer() (in module models.puridiver) get_dataset() (in module datasets) get_dataset_class() (in module datasets) get_dataset_config_names() (in module datasets) get_dataset_names() (in module datasets) get_debug_iters() (models.ccic.Ccic method) (models.utils.continual_model.ContinualModel method) get_default_args_for_dataset() (in module datasets.utils) get_denormalization_transform() (datasets.deprecated.old_mnist_360.MNIST360 static method) (datasets.mnist_360.SequentialMNIST360 static method) (datasets.perm_mnist.PermutedMNIST static method) (datasets.rot_mnist.RotatedMNIST static method) (datasets.seq_cars196.SequentialCars196 static method) (datasets.seq_chestx.SequentialChestX static method) (datasets.seq_cifar10.SequentialCIFAR10 static method) (datasets.seq_cifar100.SequentialCIFAR100 static method) (datasets.seq_cifar100_224.SequentialCIFAR100224 static method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS static method) (datasets.seq_cifar10_224.SequentialCIFAR10224 static method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS static method) (datasets.seq_cropdisease.SequentialCropDisease static method) (datasets.seq_cub200.SequentialCUB200 static method) (datasets.seq_cub200_rs.SequentialCUB200RS static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb static method) (datasets.seq_imagenet_r.SequentialImagenetR static method) (datasets.seq_isic.SequentialIsic static method) (datasets.seq_mit67.SequentialMIT67 static method) (datasets.seq_mnist.SequentialMNIST static method) (datasets.seq_resisc45.SequentialResisc45 static method) (datasets.seq_tinyimagenet.SequentialTinyImagenet static method) (datasets.utils.continual_dataset.ContinualDataset static method) get_device() (in module utils.conf) get_epochs() (datasets.mnist_360.SequentialMNIST360 method) (datasets.perm_mnist.PermutedMNIST method) (datasets.rot_mnist.RotatedMNIST method) (datasets.seq_cars196.SequentialCars196 method) (datasets.seq_chestx.SequentialChestX method) (datasets.seq_cifar10.SequentialCIFAR10 method) (datasets.seq_cifar100.SequentialCIFAR100 method) (datasets.seq_cifar100_224.SequentialCIFAR100224 method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS method) (datasets.seq_cifar10_224.SequentialCIFAR10224 method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS method) (datasets.seq_cropdisease.SequentialCropDisease method) (datasets.seq_cub200.SequentialCUB200 method) (datasets.seq_cub200_rs.SequentialCUB200RS method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb method) (datasets.seq_imagenet_r.SequentialImagenetR method) (datasets.seq_isic.SequentialIsic method) (datasets.seq_mit67.SequentialMIT67 method) (datasets.seq_mnist.SequentialMNIST method) (datasets.seq_resisc45.SequentialResisc45 method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R method) (datasets.utils.continual_dataset.ContinualDataset method) (datasets.utils.gcl_dataset.GCLDataset method) get_examples_number() (datasets.seq_cifar100.SequentialCIFAR100 method) get_feature_lip_coeffs() (models.utils.lider_model.LiderOptimizer method) get_forward_sequence() (utils.autoaugment.CustomKorniaRandAugment method) (utils.kornia_utils.CustomKorniaRandAugment method), [1] get_grad_score() (utils.gss_buffer.Buffer method) get_grads() (backbone.MammothBackbone method), [1] (backbone.vit.VisionTransformer method) (models.gss.Gss method) get_grads_list() (backbone.MammothBackbone method) get_hard_transform() (in module models.puridiver) get_image_size() (backbone.EfficientNet.EfficientNet class method) get_init_weights_vit() (in module backbone.vit)

get_iters() (datasets.utils.continual_dataset.ContinualDataset method) get_kornia_Cifar10Policy() (in module utils.autoaugment) get_layer_lip_coeffs() (models.utils.lider_model.LiderOptimizer method) get_loss() (datasets.deprecated.old_mnist_360.MNIST360 static method) (datasets.mnist_360.SequentialMNIST360 static method) (datasets.perm_mnist.PermutedMNIST static method) (datasets.rot_mnist.RotatedMNIST static method) (datasets.seq_cars196.SequentialCars196 static method) (datasets.seq_chestx.SequentialChestX static method) (datasets.seq_cifar10.SequentialCIFAR10 static method) (datasets.seq_cifar100.SequentialCIFAR100 static method) (datasets.seq_cifar100_224.SequentialCIFAR100224 static method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS static method) (datasets.seq_cifar10_224.SequentialCIFAR10224 static method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS static method) (datasets.seq_cropdisease.SequentialCropDisease static method) (datasets.seq_cub200.SequentialCUB200 static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb static method) (datasets.seq_imagenet_r.SequentialImagenetR static method) (datasets.seq_isic.SequentialIsic static method) (datasets.seq_mit67.SequentialMIT67 static method) (datasets.seq_mnist.SequentialMNIST static method) (datasets.seq_resisc45.SequentialResisc45 static method) (datasets.seq_tinyimagenet.SequentialTinyImagenet static method) (datasets.utils.continual_dataset.ContinualDataset static method) (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) (models.lucir.Lucir method) (models.lwf_mc.LwFMC method) get_lr() (utils.schedulers.CosineSchedule method) (utils.schedulers.CosineSchedulerWithLinearWarmup method) get_margin() (models.twf_utils.afd.TeacherTransform method) get_memory_mb() (in module utils.stats) get_minibatch_size() (datasets.utils.continual_dataset.ContinualDataset method) get_model() (in module models) get_model_class() (in module models) get_model_names() (in module models) get_model_params() (in module backbone.EfficientNet) get_model_params_tf() (in module backbone.EfficientNet) get_norm() (models.utils.lider_model.LiderOptimizer method) get_normalization_transform() (datasets.mnist_360.SequentialMNIST360 static method) (datasets.perm_mnist.PermutedMNIST static method) (datasets.rot_mnist.RotatedMNIST static method) (datasets.seq_cars196.SequentialCars196 static method) (datasets.seq_chestx.SequentialChestX static method) (datasets.seq_cifar10.SequentialCIFAR10 static method) (datasets.seq_cifar100.SequentialCIFAR100 static method) (datasets.seq_cifar100_224.SequentialCIFAR100224 static method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS static method) (datasets.seq_cifar10_224.SequentialCIFAR10224 static method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS static method) (datasets.seq_cropdisease.SequentialCropDisease static method) (datasets.seq_cub200.SequentialCUB200 static method) (datasets.seq_cub200_rs.SequentialCUB200RS static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb static method) (datasets.seq_imagenet_r.SequentialImagenetR static method) (datasets.seq_isic.SequentialIsic static method) (datasets.seq_mit67.SequentialMIT67 static method) (datasets.seq_mnist.SequentialMNIST static method) (datasets.seq_resisc45.SequentialResisc45 static method) (datasets.seq_tinyimagenet.SequentialTinyImagenet static method) (datasets.utils.continual_dataset.ContinualDataset static method) get_offsets() (datasets.utils.continual_dataset.ContinualDataset method) get_optimizer() (models.coda_prompt.CodaPrompt method) (models.dap.DAP method) (models.moe_adapters.MoEAdapters method) (models.slca_utils.slca.SLCA_Model method) (models.utils.continual_model.ContinualModel method) get_pairs() (in module models.moe_adapters_utils.tokenizer) get_parameters() (models.dap.DAP method) (models.dualprompt.DualPrompt method) (models.first_stage_starprompt.FirstStageStarprompt method) (models.l2p.L2P method) (models.moe_adapters.MoEAdapters method) (models.ranpac.RanPAC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.slca.SLCA method) (models.starprompt.STARPrompt method) (models.utils.continual_model.ContinualModel method) get_params() (backbone.MammothBackbone method), [1] (backbone.vit.VisionTransformer method) get_parser() (models.agem.AGem static method) (models.agem_r.AGemr static method) (models.attriclip.Attriclip static method) (models.bic.BiC static method) (models.ccic.Ccic static method) (models.cgil.CGIL static method) (models.clip.CLIP static method) (models.coda_prompt.CodaPrompt static method) (models.dap.DAP static method) (models.der.Der static method) (models.derpp.Derpp static method) (models.derpp_lider.DerppLider static method) (models.dualprompt.DualPrompt static method) (models.er.Er static method) (models.er_ace.ErACE static method) (models.er_ace_aer_abs.ErAceAerAbs static method) (models.er_ace_lider.ErACELider static method) (models.er_ace_tricks.ErAceTricks static method) (models.er_tricks.ErTricks static method) (models.ewc_on.EwcOn static method) (models.fdr.Fdr static method) (models.first_stage_starprompt.FirstStageStarprompt static method) (models.gdumb.GDumb static method) (models.gdumb_lider.GDumbLider static method) (models.gem.Gem static method) (models.gss.Gss static method) (models.hal.HAL static method) (models.icarl.ICarl static method) (models.icarl_lider.ICarlLider static method) (models.idefics.Idefics static method) (models.joint_gcl.JointGCL static method) (models.l2p.L2P static method) (models.llava.Llava static method) (models.lucir.Lucir static method) (models.lwf.Lwf static method) (models.lwf_mc.LwFMC static method) (models.mer.Mer static method) (models.moe_adapters.MoEAdapters static method) (models.puridiver.PuriDivER static method) (models.ranpac.RanPAC static method) (models.rpc.RPC static method) (models.second_stage_starprompt.SecondStageStarprompt static method) (models.si.SI static method) (models.slca.SLCA static method) (models.starprompt.STARPrompt static method) (models.twf.TwF static method) (models.utils.continual_model.ContinualModel static method) (models.xder.XDerV2 static method) (models.xder_ce.XDerCE static method) (models.xder_rpc.XDerRPC static method) get_penalty_grads() (models.ewc_on.EwcOn method) (models.si.SI method) get_pnn_backbone() (in module models.pnn) get_prompt_templates() (datasets.seq_cars196.SequentialCars196 static method) (datasets.seq_chestx.SequentialChestX static method) (datasets.seq_cifar100_224.SequentialCIFAR100224 static method) (datasets.seq_cifar10_224.SequentialCIFAR10224 static method) (datasets.seq_cropdisease.SequentialCropDisease static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb static method) (datasets.seq_isic.SequentialIsic static method) (datasets.seq_mit67.SequentialMIT67 static method) (datasets.seq_resisc45.SequentialResisc45 static method) (datasets.utils.continual_dataset.ContinualDataset method) get_rnd_weight() (in module models.twf_utils.afd) get_same_padding_conv2d() (in module backbone.EfficientNet) get_scheduler() (in module utils.schedulers) (models.puridiver.PuriDivER method) (models.ranpac.RanPAC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.starprompt.STARPrompt method) get_scheduler_name() (datasets.seq_cifar100.SequentialCIFAR100 method) get_sim_score() (models.puridiver.PuriDivER method) get_single_arg_value() (in module utils.args) get_stats() (utils.stats.track_system_stats method) get_subset_dl_from_idxs() (models.puridiver.PuriDivER method) get_symmetric_noise() (in module datasets.utils.label_noise) get_tasks_id() (models.twf_utils.afd.MultiTaskAFDAlternative method) get_test_data() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.MNIST360 method) get_train_data() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.MNIST360 method) get_train_val() (in module datasets.utils.validation) get_transform() (datasets.deprecated.old_mnist_360.MNIST360 static method) (datasets.mnist_360.SequentialMNIST360 static method) (datasets.perm_mnist.PermutedMNIST static method) (datasets.rot_mnist.RotatedMNIST static method) (datasets.seq_cars196.SequentialCars196 static method) (datasets.seq_chestx.SequentialChestX static method) (datasets.seq_cifar10.SequentialCIFAR10 static method) (datasets.seq_cifar100.SequentialCIFAR100 static method) (datasets.seq_cifar100_224.SequentialCIFAR100224 static method) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS static method) (datasets.seq_cifar10_224.SequentialCIFAR10224 static method) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS static method) (datasets.seq_cropdisease.SequentialCropDisease static method) (datasets.seq_cub200.SequentialCUB200 static method) (datasets.seq_cub200_rs.SequentialCUB200RS static method) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb static method) (datasets.seq_imagenet_r.SequentialImagenetR static method) (datasets.seq_isic.SequentialIsic static method) (datasets.seq_mit67.SequentialMIT67 static method) (datasets.seq_mnist.SequentialMNIST static method) (datasets.seq_resisc45.SequentialResisc45 static method) (datasets.seq_tinyimagenet.SequentialTinyImagenet method) (datasets.utils.continual_dataset.ContinualDataset static method) get_validation_indexes() (in module datasets.utils.validation) get_width_and_height_from_size() (in module backbone.EfficientNet) gram_schmidt() (in module models.coda_prompt_utils) Gss (class in models.gss)

H

HAL (class in models.hal)

HardAttentionSoftmax (class in models.twf_utils.afd)

I

i (datasets.utils.continual_dataset.ContinualDataset attribute) ICarl (class in models.icarl) icarl_replay() (in module utils.buffer) ICarlLider (class in models.icarl_lider) Idefics (class in models.idefics) ImageNetPolicy (class in utils.autoaugment) IMG_SIZE (datasets.seq_cub200.MyCUB200 attribute) imprint_weights() (models.lucir.Lucir method) incremental_train() (models.slca_utils.base.BaseLearner method) IncrementalClassifier (class in backbone.utils.layers) IncrementalRotation (class in datasets.transforms.rotation) indexes (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) infer_args_from_signature() (in module utils) init_net() (models.utils.lider_model.LiderOptimizer method) init_parameters() (models.twf_utils.afd.ConditionalLinear method) (models.twf_utils.afd.DoubleAttn method) (models.twf_utils.afd.StudentTransform method) init_tensors() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) init_test_loaders() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.MNIST360 method)

init_train_loaders() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.MNIST360 method) init_twf() (in module models.twf_utils.utils) init_weights() (backbone.vit.VisionTransformer method) (models.dualprompt_utils.vision_transformer.VisionTransformer method) (models.ranpac_utils.vit.VisionTransformer method) init_weights_vit_jax() (in module backbone.vit) init_weights_vit_moco() (in module backbone.vit) init_weights_vit_timm() (in module backbone.vit) initialize_parameters() (models.moe_adapters_utils.model.CLIP method) initialize_wandb() (in module utils.training) intercept_names (utils.distributed.CustomDP attribute), [1] is_aer_fitting_epoch() (models.er_ace_aer_abs.ErAceAerAbs method) is_empty() (utils.buffer.Buffer method) (utils.gss_buffer.Buffer method) (utils.ring_buffer.RingBuffer method) is_init (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) is_over (datasets.mnist_360.MNIST360 attribute) is_static_call() (in module datasets.utils) is_train (datasets.mnist_360.MNIST360 attribute) Isic (class in datasets.seq_isic)

J

Joint (class in models.joint)

JointGCL (class in models.joint_gcl)

K

KorniaAugCutout (class in utils.autoaugment)

KorniaAugNoGrad (class in utils.kornia_utils) KorniaMultiAug (class in utils.kornia_utils)

L

l2_normalize() (models.dualprompt_utils.prompt.EPrompt method) (models.l2p_utils.prompt.Prompt method) L2P (class in models.l2p) L2PModel (class in models.l2p_utils.l2p_model) LABELS (datasets.seq_chestx.ChestX attribute) (datasets.seq_cropdisease.CropDisease attribute) (datasets.seq_isic.Isic attribute) (datasets.seq_resisc45.Resisc45 attribute) labels (utils.buffer.Buffer attribute) LARSSampling (class in utils.buffer) last_conv (models.slca_utils.convs.cifar_resnet.CifarResNet property) LayerNorm (class in models.moe_adapters_utils.model) LayerScale (class in backbone.utils.lora_utils) (class in backbone.vit) lecun_fix() (in module utils.main) LENGTH (datasets.deprecated.old_mnist_360.MNIST360 attribute) LiderOptimizer (class in models.utils.lider_model) ListModule (class in backbone.utils.modules) Llava (class in models.llava) load() (in module models.moe_adapters_utils.clip) (utils.loggers.Logger method) load_and_preprocess_cars196() (in module datasets.seq_cars196) load_and_preprocess_dataset() (datasets.seq_cars196.MyCars196 method)

load_buffer() (models.utils.continual_model.ContinualModel method) load_configs() (in module utils.main) load_dataset_config() (in module datasets.utils) load_model_config() (in module models.utils) load_pretrained_weights() (in module backbone.EfficientNet) locals (utils.magic.persistent_locals property) log() (utils.loggers.Logger method) log_accs() (in module utils.loggers) log_extra_metrics() (in module utils.loggers) log_fullacc() (utils.loggers.Logger method) log_system_stats() (utils.loggers.Logger method) Logger (class in utils.loggers) logits (utils.buffer.Buffer attribute) LoRAAttention (class in backbone.utils.lora_utils) LoRALayer (class in backbone.utils.lora_utils) LoRALinear (class in backbone.utils.lora_utils) LoRAMlp (class in backbone.utils.lora_utils) loss (models.utils.continual_model.ContinualModel attribute) LossAwareBalancedSampling (class in utils.buffer) Lucir (class in models.lucir) lucir_batch_hard_triplet_loss() (in module models.lucir) Lwf (class in models.lwf) LwFMC (class in models.lwf_mc)

M

main() (in module utils.main) make_ddp() (in module utils.distributed) make_dp() (in module utils.distributed) makedirs() (in module models.slca_utils.toolkit) mammoth_efficientnet() (in module backbone.EfficientNet) mammoth_load_checkpoint() (in module utils.checkpoints) MammothBackbone (class in backbone) MammothDatasetWrapper (class in datasets.utils.continual_dataset) mask_classes() (in module utils.training) matmul_and_normalize() (utils.spkdloss.SPKDLoss method) MBConvBlock (class in backbone.EfficientNet) MEAN (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.MyCUB200RS attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R attribute) MemoryEfficientSwish (class in backbone.EfficientNet) Mer (class in models.mer) merge_scores() (utils.buffer.LossAwareBalancedSampling method) meta_begin_task() (models.utils.continual_model.ContinualModel method) meta_end_task() (models.utils.continual_model.ContinualModel method) meta_observe() (models.utils.continual_model.ContinualModel method) minimization_lip_loss() (models.utils.lider_model.LiderOptimizer method) mixmatch_epoch() (models.er_ace_aer_abs.ErAceAerAbs method) mixup() (in module utils.mixup) Mlp (class in backbone.vit) MNIST360 (class in datasets.deprecated.old_mnist_360) (class in datasets.mnist_360) mnistmlp() (in module backbone.MNISTMLP) MNISTMLP_PNN (class in backbone.MNISTMLP_PNN) Model (class in models.coda_prompt_utils.model) (class in models.dualprompt_utils.model) (class in models.moe_adapters) models module models.agem module models.agem_r module models.attriclip module models.bic module models.ccic module models.cgil module models.clip module models.coda_prompt module models.coda_prompt_utils module models.coda_prompt_utils.model module models.coda_prompt_utils.vit module models.dap module models.deprecated module models.der module models.derpp module models.derpp_lider module models.dualprompt module models.dualprompt_utils module models.dualprompt_utils.attention module models.dualprompt_utils.model module models.dualprompt_utils.prompt module models.dualprompt_utils.vision_transformer module models.er module models.er_ace module models.er_ace_aer_abs module models.er_ace_lider module models.er_ace_tricks module models.er_tricks module models.ewc_on module models.fdr module models.first_stage_starprompt module models.gdumb module models.gdumb_lider module models.gem module models.gss module models.hal module models.icarl module models.icarl_lider module models.idefics module models.joint module models.joint_gcl module models.l2p module models.l2p_utils module models.l2p_utils.l2p_model module models.l2p_utils.prompt module models.l2p_utils.vit_prompt module models.llava module models.lucir module models.lwf module models.lwf_mc module models.mer module models.moe_adapters module models.moe_adapters_utils module models.moe_adapters_utils.adapter module models.moe_adapters_utils.clip module models.moe_adapters_utils.model module models.moe_adapters_utils.tokenizer module models.pnn module models.puridiver module models.ranpac module models.ranpac_utils module models.ranpac_utils.inc_net module models.ranpac_utils.ranpac module models.ranpac_utils.toolkit module models.ranpac_utils.vit module models.rpc module models.second_stage_starprompt module models.sgd module models.si module models.slca module models.slca_utils module models.slca_utils.base module models.slca_utils.convs module models.slca_utils.convs.cifar_resnet module models.slca_utils.convs.linears module models.slca_utils.inc_net module models.slca_utils.slca module models.slca_utils.toolkit module models.starprompt module

models.twf module models.twf_utils module models.twf_utils.afd module models.twf_utils.utils module models.utils module models.utils.continual_model module models.utils.future_model module models.utils.lider_model module models.xder module models.xder_ce module models.xder_rpc module modified_kl_div() (in module models.lwf) ModifiedResNet (class in models.moe_adapters_utils.model) module backbone backbone.EfficientNet backbone.MNISTMLP backbone.MNISTMLP_PNN backbone.ResNet18_PNN backbone.ResNetBlock backbone.ResNetBottleneck backbone.utils backbone.utils.layers backbone.utils.lora_utils backbone.utils.modules backbone.utils.vit_default_cfg backbone.vit datasets datasets.deprecated datasets.deprecated.old_mnist_360 datasets.imagenet_r_utils datasets.mnist_360 datasets.perm_mnist datasets.rot_mnist datasets.seq_cars196 datasets.seq_chestx datasets.seq_cifar10 datasets.seq_cifar100 datasets.seq_cifar100_224 datasets.seq_cifar100_224_rs datasets.seq_cifar10_224 datasets.seq_cifar10_224_rs datasets.seq_cropdisease datasets.seq_cub200 datasets.seq_cub200_rs datasets.seq_eurosat_rgb datasets.seq_imagenet_r datasets.seq_isic datasets.seq_mit67 datasets.seq_mnist datasets.seq_resisc45 datasets.seq_tinyimagenet datasets.seq_tinyimagenet_r datasets.transforms datasets.transforms.denormalization datasets.transforms.permutation datasets.transforms.rotation datasets.utils datasets.utils.continual_dataset datasets.utils.gcl_dataset datasets.utils.label_noise datasets.utils.validation models models.agem models.agem_r models.attriclip models.bic models.ccic models.cgil models.clip models.coda_prompt models.coda_prompt_utils models.coda_prompt_utils.model models.coda_prompt_utils.vit models.dap models.deprecated models.der models.derpp models.derpp_lider models.dualprompt models.dualprompt_utils models.dualprompt_utils.attention models.dualprompt_utils.model models.dualprompt_utils.prompt models.dualprompt_utils.vision_transformer models.er models.er_ace models.er_ace_aer_abs models.er_ace_lider models.er_ace_tricks models.er_tricks models.ewc_on models.fdr models.first_stage_starprompt models.gdumb models.gdumb_lider models.gem models.gss models.hal models.icarl models.icarl_lider models.idefics models.joint models.joint_gcl models.l2p models.l2p_utils models.l2p_utils.l2p_model models.l2p_utils.prompt models.l2p_utils.vit_prompt models.llava models.lucir models.lwf models.lwf_mc models.mer models.moe_adapters models.moe_adapters_utils models.moe_adapters_utils.adapter models.moe_adapters_utils.clip models.moe_adapters_utils.model models.moe_adapters_utils.tokenizer models.pnn models.puridiver models.ranpac models.ranpac_utils models.ranpac_utils.inc_net models.ranpac_utils.ranpac models.ranpac_utils.toolkit models.ranpac_utils.vit models.rpc models.second_stage_starprompt models.sgd models.si models.slca models.slca_utils models.slca_utils.base models.slca_utils.convs models.slca_utils.convs.cifar_resnet models.slca_utils.convs.linears models.slca_utils.inc_net models.slca_utils.slca models.slca_utils.toolkit models.starprompt models.twf models.twf_utils models.twf_utils.afd models.twf_utils.utils models.utils models.utils.continual_model models.utils.future_model models.utils.lider_model models.xder models.xder_ce models.xder_rpc utils utils.args utils.augmentations utils.autoaugment utils.batch_norm utils.best_args utils.buffer utils.checkpoints utils.conditional_bn utils.conf utils.distributed utils.gss_buffer utils.kornia_utils utils.loggers utils.magic utils.main utils.metrics utils.mixup utils.prompt_templates utils.ring_buffer utils.schedulers utils.simclrloss utils.spkdloss utils.stats utils.status utils.training utils.triplet MoEAdapters (class in models.moe_adapters) multiclass_noisify() (in module datasets.utils.label_noise) MultiTaskAFDAlternative (class in models.twf_utils.afd) my_collate_fn() (in module datasets.seq_eurosat_rgb) my_compute_class_means() (models.slca_utils.slca.SLCA_Model method) MyCars196 (class in datasets.seq_cars196) MyCIFAR10 (class in datasets.seq_cifar10) MyCIFAR100 (class in datasets.seq_cifar100) MyCUB200 (class in datasets.seq_cub200) MyCUB200RS (class in datasets.seq_cub200_rs) MyEuroSat (class in datasets.seq_eurosat_rgb) MyImagenetR (class in datasets.seq_imagenet_r) MyMIT67 (class in datasets.seq_mit67) MyMNIST (class in datasets.perm_mnist) (class in datasets.seq_mnist) MyTinyImagenet (class in datasets.seq_tinyimagenet)

N

n (utils.kornia_utils.CustomKorniaRandAugment attribute) N_CLASSES (datasets.deprecated.old_mnist_360.MNIST360 attribute) (datasets.mnist_360.MNIST360 attribute), [1] (datasets.mnist_360.SequentialMNIST360 attribute), [1] (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.MyCars196 attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.ChestX attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.MyCUB200 attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.MyImagenetR attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.Isic attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.Resisc45 attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) n_classes_current_task (models.utils.continual_model.ContinualModel property) N_CLASSES_PER_TASK (datasets.perm_mnist.PermutedMNIST attribute) (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) n_past_classes (models.utils.continual_model.ContinualModel property) n_remaining_classes (models.utils.continual_model.ContinualModel property) n_seen_classes (models.utils.continual_model.ContinualModel property) N_TASKS (datasets.perm_mnist.PermutedMNIST attribute) (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) n_tasks (models.utils.continual_model.ContinualModel attribute) NAME (datasets.deprecated.old_mnist_360.MNIST360 attribute) (datasets.mnist_360.SequentialMNIST360 attribute), [1] (datasets.perm_mnist.PermutedMNIST attribute) (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) (models.agem.AGem attribute) (models.agem_r.AGemr attribute) (models.attriclip.Attriclip attribute) (models.bic.BiC attribute) (models.ccic.Ccic attribute) (models.cgil.CGIL attribute) (models.clip.CLIP attribute) (models.coda_prompt.CodaPrompt attribute) (models.dap.DAP attribute) (models.der.Der attribute) (models.derpp.Derpp attribute) (models.derpp_lider.DerppLider attribute) (models.dualprompt.DualPrompt attribute) (models.er.Er attribute) (models.er_ace.ErACE attribute) (models.er_ace_aer_abs.ErAceAerAbs attribute) (models.er_ace_lider.ErACELider attribute) (models.er_ace_tricks.ErAceTricks attribute) (models.er_tricks.ErTricks attribute) (models.ewc_on.EwcOn attribute) (models.fdr.Fdr attribute) (models.first_stage_starprompt.FirstStageStarprompt attribute) (models.gdumb.GDumb attribute) (models.gdumb_lider.GDumbLider attribute) (models.gem.Gem attribute) (models.gss.Gss attribute) (models.hal.HAL attribute) (models.icarl.ICarl attribute) (models.icarl_lider.ICarlLider attribute) (models.idefics.Idefics attribute) (models.joint.Joint attribute) (models.joint_gcl.JointGCL attribute) (models.l2p.L2P attribute) (models.llava.Llava attribute) (models.lucir.Lucir attribute) (models.lwf.Lwf attribute) (models.lwf_mc.LwFMC attribute) (models.mer.Mer attribute) (models.moe_adapters.MoEAdapters attribute) (models.pnn.Pnn attribute) (models.puridiver.PuriDivER attribute) (models.ranpac.RanPAC attribute) (models.rpc.RPC attribute) (models.second_stage_starprompt.SecondStageStarprompt attribute) (models.sgd.Sgd attribute) (models.si.SI attribute) (models.slca.SLCA attribute) (models.starprompt.STARPrompt attribute) (models.twf.TwF attribute) (models.utils.continual_model.ContinualModel attribute) (models.xder.XDerV2 attribute) (models.xder_ce.XDerCE attribute) (models.xder_rpc.XDerRPC attribute)

negative_only_triplet_loss() (in module utils.triplet) net (models.dap.DAP attribute) (models.first_stage_starprompt.FirstStageStarprompt attribute) (models.moe_adapters.MoEAdapters attribute) (models.ranpac.RanPAC attribute) (models.second_stage_starprompt.SecondStageStarprompt attribute) (models.starprompt.STARPrompt attribute) (models.utils.continual_model.ContinualModel attribute) no_weight_decay() (models.ranpac_utils.vit.VisionTransformer method) noisify_cifar100_asymmetric() (in module datasets.utils.label_noise) noisify_cifar10_asymmetric() (in module datasets.utils.label_noise) noisy_top_k_gating() (models.moe_adapters_utils.model.ResidualAttentionBlock method) none_or_float() (in module utils) norm() (models.second_stage_starprompt.SecondStageStarprompt method) Normalize (class in models.twf_utils.afd) normalize (datasets.seq_chestx.SequentialChestX attribute) normalize() (in module utils.augmentations) normalize_scores() (utils.buffer.LARSSampling method) noscale_forward() (models.lucir.CustomClassifier method) NUM_CLASSES (datasets.seq_mit67.MyMIT67 attribute) num_classes (models.utils.continual_model.ContinualModel attribute) num_flat_features() (in module backbone) num_rounds (datasets.mnist_360.MNIST360 attribute) num_seen_examples (utils.buffer.Buffer attribute)

O

observe() (models.agem.AGem method) (models.agem_r.AGemr method) (models.attriclip.Attriclip method) (models.bic.BiC method) (models.ccic.Ccic method) (models.cgil.CGIL method) (models.clip.CLIP method) (models.coda_prompt.CodaPrompt method) (models.dap.DAP method) (models.der.Der method) (models.derpp.Derpp method) (models.derpp_lider.DerppLider method) (models.dualprompt.DualPrompt method) (models.er.Er method) (models.er_ace.ErACE method) (models.er_ace_aer_abs.ErAceAerAbs method) (models.er_ace_lider.ErACELider method) (models.er_ace_tricks.ErAceTricks method) (models.er_tricks.ErTricks method) (models.ewc_on.EwcOn method) (models.fdr.Fdr method) (models.first_stage_starprompt.FirstStageStarprompt method) (models.gdumb.GDumb method) (models.gdumb_lider.GDumbLider method) (models.gem.Gem method) (models.gss.Gss method) (models.hal.HAL method) (models.icarl.ICarl method) (models.icarl_lider.ICarlLider method) (models.idefics.Idefics method) (models.joint.Joint method) (models.joint_gcl.JointGCL method) (models.l2p.L2P method) (models.llava.Llava method) (models.lucir.Lucir method) (models.lwf.Lwf method) (models.lwf_mc.LwFMC method) (models.mer.Mer method) (models.moe_adapters.MoEAdapters method) (models.pnn.Pnn method) (models.puridiver.PuriDivER method) (models.ranpac.RanPAC method) (models.rpc.RPC method) (models.second_stage_starprompt.SecondStageStarprompt method) (models.sgd.Sgd method) (models.si.SI method) (models.slca.SLCA method) (models.starprompt.STARPrompt method) (models.twf.TwF method) (models.utils.continual_model.ContinualModel method) (models.xder.XDerV2 method) (models.xder_ce.XDerCE method) (models.xder_rpc.XDerRPC method)

opt (models.utils.continual_model.ContinualModel attribute) optimise_ridge_parameter() (models.ranpac.RanPAC method) (models.ranpac_utils.ranpac.RanPAC_Model method) optional_fields (datasets.utils.continual_dataset.ContinualDataset attribute) original_transform (models.utils.continual_model.ContinualModel attribute) ortho_penalty() (in module models.coda_prompt_utils.model) overwrite_grad() (in module models.gem)

P

padded_print() (in module utils.status) parameters() (backbone.utils.modules.AlphaModule method) parse_args() (in module utils.main) partial_distill_loss() (models.twf.TwF method) penalty() (models.ewc_on.EwcOn method) (models.si.SI method) Permutation (class in datasets.transforms.permutation) PermutedMNIST (class in datasets.perm_mnist) persistent_locals (class in utils.magic) Pnn (class in models.pnn) PREPROCESSING_TRANSFORM (datasets.seq_cars196.MyCars196 attribute) PreT_Attention (class in models.dualprompt_utils.attention)

print_mean_accuracy() (in module utils.loggers) print_stats() (utils.stats.track_system_stats method) process_task_count() (models.coda_prompt_utils.model.CodaPrompt method) prog() (utils.status.ProgressBar method) progress_bar() (in module utils.status) ProgressBar (class in utils.status) project() (in module models.agem) project2cone2() (in module models.gem) Prompt (class in models.l2p_utils.prompt) pseudo_label() (models.er_ace_aer_abs.ErAceAerAbs method) PuriDivER (class in models.puridiver) puridiver_update_buffer() (models.puridiver.PuriDivER method)

Q

QuickGELU (class in models.moe_adapters_utils.model)

R

rand_bbox() (in module utils.augmentations) rand_selector (utils.kornia_utils.CustomKorniaRandAugment attribute) random_crop() (in module utils.augmentations) random_flip() (in module utils.augmentations) random_grayscale() (in module utils.augmentations) random_id() (in module utils) RandomErasing (class in utils.autoaugment) RanPAC (class in models.ranpac) RanPAC_Model (class in models.ranpac_utils.ranpac) RanPACNet (class in models.ranpac_utils.inc_net) recall() (models.second_stage_starprompt.SecondStageStarprompt method) (models.slca_utils.convs.linears.SimpleContinualLinear method) register_backbone() (in module backbone) register_dataset() (in module datasets) register_dynamic_module_fn() (in module utils) reinit() (datasets.mnist_360.MNIST360 method) reload_model_checkpoint() (models.er_ace_aer_abs.ErAceAerAbs method) remaining_training_items (datasets.mnist_360.MNIST360 attribute) RepeatedTransform (class in utils.augmentations) replace_fc() (models.ranpac.RanPAC method) (models.ranpac_utils.ranpac.RanPAC_Model method) required_fields (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) ReservoirSampling (class in utils.buffer) reset() (utils.status.ProgressBar method) reset_classifier() (models.ranpac_utils.vit.VisionTransformer method) reset_fathom() (utils.gss_buffer.Buffer method) reset_parameters() (backbone.MNISTMLP.BaseMNISTMLP method) (backbone.MNISTMLP_PNN.MNISTMLP_PNN method) (backbone.utils.layers.ClipLinear method) (backbone.utils.lora_utils.LoRALinear method) (models.lucir.CustomClassifier method) (models.ranpac_utils.inc_net.CosineLinear method)

reset_weight() (models.lucir.CustomClassifier method) ResidualAttentionBlock (class in models.moe_adapters_utils.model) Resisc45 (class in datasets.seq_resisc45) resize_pos_embed() (in module backbone.vit) (in module models.dualprompt_utils.vision_transformer) (in module models.l2p_utils.vit_prompt) ResNet (class in backbone.ResNetBlock) (class in backbone.ResNetBottleneck) resnet110() (in module models.slca_utils.convs.cifar_resnet) resnet18() (in module backbone.ResNetBlock) resnet18_pnn() (in module backbone.ResNet18_PNN) resnet20() (in module models.slca_utils.convs.cifar_resnet) resnet20mnist() (in module models.slca_utils.convs.cifar_resnet) resnet32() (in module models.slca_utils.convs.cifar_resnet) resnet32mnist() (in module models.slca_utils.convs.cifar_resnet) resnet34() (in module backbone.ResNetBlock) resnet44() (in module models.slca_utils.convs.cifar_resnet) resnet50() (in module backbone.ResNetBottleneck) resnet56() (in module models.slca_utils.convs.cifar_resnet) ResNetBasicblock (class in models.slca_utils.convs.cifar_resnet) ResNetPNN (class in backbone.ResNet18_PNN) rewind() (utils.loggers.Logger method) ring() (in module utils.ring_buffer) RingBuffer (class in utils.ring_buffer) RotatedMNIST (class in datasets.rot_mnist) Rotation (class in datasets.transforms.rotation) round_filters() (in module backbone.EfficientNet) round_repeats() (in module backbone.EfficientNet) RPC (class in models.rpc)

S

sample_selection_strategy (utils.buffer.Buffer attribute) samples_per_class (models.slca_utils.base.BaseLearner property) save_attention_map() (models.coda_prompt_utils.vit.Attention method) save_attn_gradients() (models.coda_prompt_utils.vit.Attention method) save_checkpoint() (models.slca_utils.base.BaseLearner method) save_model_checkpoint() (models.er_ace_aer_abs.ErAceAerAbs method) save_old_fc() (models.slca_utils.inc_net.FinetuneIncrementalNet method) scale_scores() (utils.buffer.ABSSampling method) scheduler (models.utils.continual_model.ContinualModel attribute) SecondStageStarprompt (class in models.second_stage_starprompt) SelectClearGrad (class in utils.conditional_bn) SequentialCars196 (class in datasets.seq_cars196) SequentialChestX (class in datasets.seq_chestx) SequentialCIFAR10 (class in datasets.seq_cifar10) SequentialCIFAR100 (class in datasets.seq_cifar100) SequentialCIFAR100224 (class in datasets.seq_cifar100_224) SequentialCIFAR100224RS (class in datasets.seq_cifar100_224_rs) SequentialCIFAR10224 (class in datasets.seq_cifar10_224) SequentialCIFAR10224RS (class in datasets.seq_cifar10_224_rs) SequentialCropDisease (class in datasets.seq_cropdisease) SequentialCUB200 (class in datasets.seq_cub200) SequentialCUB200RS (class in datasets.seq_cub200_rs) SequentialEuroSatRgb (class in datasets.seq_eurosat_rgb) SequentialImagenetR (class in datasets.seq_imagenet_r) SequentialIsic (class in datasets.seq_isic) SequentialMIT67 (class in datasets.seq_mit67) SequentialMNIST (class in datasets.seq_mnist) SequentialMNIST360 (class in datasets.mnist_360) SequentialResisc45 (class in datasets.seq_resisc45) SequentialTinyImagenet (class in datasets.seq_tinyimagenet) SequentialTinyImagenet32R (class in datasets.seq_tinyimagenet_r) set_default_from_args() (in module datasets.utils) set_default_from_config() (datasets.utils.continual_dataset.ContinualDataset class method) set_grad_filter() (backbone.ResNetBottleneck.ResNet method) set_grads() (backbone.MammothBackbone method) set_iteration() (datasets.transforms.rotation.IncrementalRotation method) set_params() (backbone.MammothBackbone method), [1] set_probs() (models.er_ace_aer_abs.CustomDataset method) (models.puridiver.CustomDataset method) set_random_seed() (in module utils.conf) set_return_prerelu() (backbone.ResNetBlock.ResNet method) (backbone.ResNetBottleneck.ResNet method) set_swish() (backbone.EfficientNet.EfficientNet method) (backbone.EfficientNet.MBConvBlock method) SETTING (datasets.deprecated.old_mnist_360.MNIST360 attribute) (datasets.mnist_360.SequentialMNIST360 attribute), [1] (datasets.perm_mnist.PermutedMNIST attribute) (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) setting (in module datasets.utils.continual_dataset) setup() (in module utils.distributed)

setup_logging() (in module utils) setup_RP() (models.ranpac.RanPAC method) Sgd (class in models.sgd) SI (class in models.si) SimpleContinualLinear (class in models.slca_utils.convs.linears) SimpleTokenizer (class in models.moe_adapters_utils.tokenizer) SIZE (datasets.mnist_360.SequentialMNIST360 attribute), [1] (datasets.perm_mnist.PermutedMNIST attribute) (datasets.rot_mnist.RotatedMNIST attribute) (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.utils.continual_dataset.ContinualDataset attribute), [1] (datasets.utils.gcl_dataset.GCLDataset attribute) SLCA (class in models.slca) SLCA_Model (class in models.slca_utils.slca) smart_joint() (in module utils) smooth() (in module models.lwf) soft_aug (class in utils.augmentations) soft_cross_entropy_loss() (in module models.puridiver) SoftAttentionSoftmax (class in models.twf_utils.afd) SparseDispatcher (class in models.moe_adapters_utils.model) SpatialAttn (class in models.twf_utils.afd) SPKDLoss (class in utils.spkdloss) split_data() (models.er_ace_aer_abs.ErAceAerAbs method) split_data_puridiver() (models.puridiver.PuriDivER method) split_images_labels() (in module models.slca_utils.toolkit) STARPrompt (class in models.starprompt) STD (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.MyCUB200RS attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R attribute) store_grad() (in module models.gem) store_masked_loaders() (in module datasets.utils.continual_dataset) strong_aug (class in utils.augmentations) StudentTransform (class in models.twf_utils.afd) SubPolicy (class in utils.autoaugment) SupConLoss (class in utils.simclrloss) SVHNPolicy (class in utils.autoaugment) SwishImplementation (class in backbone.EfficientNet)

T

target2onehot() (in module models.ranpac_utils.toolkit) (in module models.slca_utils.toolkit) targets (datasets.utils.continual_dataset.MammothDatasetWrapper attribute) task_iteration (models.utils.continual_model.ContinualModel property) task_labels (utils.buffer.Buffer attribute) TCIFAR10 (class in datasets.seq_cifar10) TCIFAR100 (class in datasets.seq_cifar100) TeacherForcingLoss (class in models.twf_utils.afd) TeacherTransform (class in models.twf_utils.afd) tensor2numpy() (in module models.slca_utils.toolkit) tensor_prompt() (in module models.coda_prompt_utils.model) test_class (datasets.mnist_360.MNIST360 attribute) test_dataset (in module datasets.utils.continual_dataset) test_iteration (datasets.mnist_360.MNIST360 attribute) test_loaders (datasets.utils.continual_dataset.ContinualDataset attribute) TEST_TRANSFORM (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.MyCUB200RS attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R attribute) TinyImagenet (class in datasets.seq_tinyimagenet) to() (backbone.MammothBackbone method) (backbone.ResNetBottleneck.ResNet method) (models.er_ace_lider.ErACELider method) (models.icarl_lider.ICarlLider method) (models.ranpac_utils.ranpac.RanPAC_Model method) (models.slca_utils.slca.SLCA_Model method) (models.utils.continual_model.ContinualModel method) (utils.buffer.Buffer method) to_2tuple() (in module backbone.utils.lora_utils)

to_kornia_transform() (in module utils.kornia_utils) tokenize() (in module models.moe_adapters_utils.clip) top_eigenvalue() (models.utils.lider_model.LiderOptimizer method) track_system_stats (class in utils.stats) train() (in module utils.training) (models.ranpac_utils.ranpac.RanPAC_Model method) (models.slca_utils.slca.SLCA_Model method) train_alignment_epoch() (models.second_stage_starprompt.SecondStageStarprompt method) train_classes (datasets.mnist_360.MNIST360 attribute) train_dataset (in module datasets.utils.continual_dataset) train_loader (datasets.utils.continual_dataset.ContinualDataset attribute) train_next_class() (datasets.deprecated.old_mnist_360.MNIST360 method) (datasets.mnist_360.MNIST360 method) train_single_epoch() (in module utils.training) train_with_mixmatch() (models.puridiver.PuriDivER method) training (models.ranpac_utils.ranpac.RanPAC_Model property) (models.slca_utils.slca.SLCA_Model property) TRANSFORM (datasets.mnist_360.SequentialMNIST360 attribute), [1] (datasets.seq_cars196.SequentialCars196 attribute) (datasets.seq_chestx.SequentialChestX attribute) (datasets.seq_cifar10.SequentialCIFAR10 attribute) (datasets.seq_cifar100.SequentialCIFAR100 attribute) (datasets.seq_cifar100_224.SequentialCIFAR100224 attribute) (datasets.seq_cifar100_224_rs.SequentialCIFAR100224RS attribute) (datasets.seq_cifar10_224.SequentialCIFAR10224 attribute) (datasets.seq_cifar10_224_rs.SequentialCIFAR10224RS attribute) (datasets.seq_cropdisease.SequentialCropDisease attribute) (datasets.seq_cub200.SequentialCUB200 attribute) (datasets.seq_cub200_rs.SequentialCUB200RS attribute) (datasets.seq_eurosat_rgb.SequentialEuroSatRgb attribute) (datasets.seq_imagenet_r.SequentialImagenetR attribute) (datasets.seq_isic.SequentialIsic attribute) (datasets.seq_mit67.SequentialMIT67 attribute) (datasets.seq_mnist.SequentialMNIST attribute) (datasets.seq_resisc45.SequentialResisc45 attribute) (datasets.seq_tinyimagenet.SequentialTinyImagenet attribute) (datasets.seq_tinyimagenet_r.SequentialTinyImagenet32R attribute) transform (models.utils.continual_model.ContinualModel attribute) Transformer (class in models.moe_adapters_utils.model) transmitting_matrix() (models.utils.lider_model.LiderOptimizer method) true_labels (utils.buffer.Buffer attribute) TwF (class in models.twf)

U

update() (backbone.utils.layers.IncrementalClassifier method) (models.slca_utils.convs.linears.SimpleContinualLinear method) (utils.buffer.BaseSampleSelection method) (utils.buffer.LARSSampling method) (utils.buffer.LossAwareBalancedSampling method) update_balancoir_scores() (utils.buffer.LossAwareBalancedSampling method) update_classifier() (models.lucir.Lucir method) update_cli_defaults() (in module utils.args) update_fc() (models.ranpac_utils.inc_net.RanPACNet method) (models.slca_utils.inc_net.BaseNet method) (models.slca_utils.inc_net.FinetuneIncrementalNet method) update_logits() (models.xder.XDerV2 method) (models.xder_ce.XDerCE method) (models.xder_rpc.XDerRPC method) update_statistics() (models.second_stage_starprompt.SecondStageStarprompt method) update_stats() (utils.stats.track_system_stats method) upsample() (models.twf_utils.afd.ChannelAttn method) (models.twf_utils.afd.DoubleAttn method) used_attributes (utils.buffer.Buffer property) utils module utils.args module utils.augmentations module utils.autoaugment module utils.batch_norm module utils.best_args module utils.buffer module utils.checkpoints module utils.conditional_bn module

utils.conf module utils.distributed module utils.gss_buffer module utils.kornia_utils module utils.loggers module utils.magic module utils.main module utils.metrics module utils.mixup module utils.prompt_templates module utils.ring_buffer module utils.schedulers module utils.simclrloss module utils.spkdloss module utils.stats module utils.status module utils.training module utils.triplet module

V

ValidationDataset (class in datasets.utils.validation) VisionTransformer (class in backbone.vit) (class in models.coda_prompt_utils.vit) (class in models.dualprompt_utils.vision_transformer) (class in models.l2p_utils.vit_prompt) (class in models.ranpac_utils.vit)

VisualTransformer (class in models.moe_adapters_utils.model) vit_backbone() (in module backbone.vit) vit_base_patch16_224_dualprompt() (in module models.dualprompt_utils.vision_transformer) vit_base_patch16_224_l2p() (in module models.l2p_utils.vit_prompt) vit_base_patch16_224_prompt_prototype() (in module backbone.vit)

W

wait_for_master() (in module utils.distributed) warn_once() (in module utils.conf)

whitespace_clean() (in module models.moe_adapters_utils.tokenizer) worker_init_fn() (in module utils.conf) write() (utils.loggers.Logger method)

X

xavier() (in module backbone) XDerCE (class in models.xder_ce)

XDerRPC (class in models.xder_rpc) XDerV2 (class in models.xder)