Index

_

__init__() (todd.colors.BGR method) (todd.colors.ColorWheel method) (todd.colors.RGB method) (todd.colors.RGBA method) (todd.colors.YIQ method) (todd.datasets.access_layers.BaseAccessLayer method) (todd.datasets.access_layers.ConcatAccessLayer method) (todd.datasets.access_layers.FolderAccessLayer method) (todd.datasets.access_layers.HFAccessLayer method) (todd.datasets.access_layers.NpyAccessLayer method) (todd.datasets.access_layers.PthAccessLayer method) (todd.datasets.access_layers.SuffixMixin method) (todd.datasets.BaseDataset method) (todd.datasets.COCODataset method) (todd.datasets.ImageNetDataset method) (todd.datasets.IndexKeys method) (todd.datasets.KeysProtocol method) (todd.datasets.LAIONAestheticsDataset method) (todd.datasets.LVISDataset method) (todd.datasets.Objects365Dataset method) (todd.datasets.SAMed2DDataset method) (todd.datasets.SATINDataset method) (todd.datasets.V3DetDataset method) (todd.models.AdaptiveGroupNorm method) (todd.models.AdaptiveLayerNorm method) (todd.models.CheckMixin method) (todd.models.EvalMixin method) (todd.models.filters.NamedMembersFilter method) (todd.models.filters.NamedParametersFilter method) (todd.models.FreezeMixin method) (todd.models.FrozenMixin method) (todd.models.losses.BaseLoss method) (todd.models.losses.BaseScheduler method) (todd.models.losses.BCELoss method) (todd.models.losses.BCEWithLogitsLoss method) (todd.models.losses.ComposedScheduler method) (todd.models.losses.CosineAnnealingScheduler method) (todd.models.losses.CosineEmbeddingLoss method) (todd.models.losses.CrossEntropyLoss method) (todd.models.losses.DeferScheduler method) (todd.models.losses.FunctionalLoss method) (todd.models.losses.L1Loss method) (todd.models.losses.MSELoss method) (todd.models.losses.NormMixin method) (todd.models.losses.SequentialScheduler method) (todd.models.losses.StepScheduler method) (todd.models.losses.WarmupScheduler method) (todd.models.MeanStdMixin method) (todd.models.NoGradMixin method) (todd.models.shadows.BaseShadow method) (todd.models.shadows.EMAShadow method) (todd.patches.cv2.ColorMap method) (todd.patches.cv2.VideoWriter method) (todd.patches.py_.classproperty method) (todd.patches.py_.DictAction method) (todd.patches.py_.Formatter method) (todd.patches.torch.PrefetchDataLoader method) (todd.patches.torch.Sequential method) (todd.runners.BaseRunner method) (todd.runners.callbacks.AutocastCallback method) (todd.runners.callbacks.CheckpointCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.GitCallback method) (todd.runners.callbacks.IntervalMixin method) (todd.runners.callbacks.LogCallback method) (todd.runners.callbacks.LRScaleCallback method) (todd.runners.callbacks.LRScheduleCallback method) (todd.runners.callbacks.MetricCallback method) (todd.runners.callbacks.OptimizeCallback method) (todd.runners.callbacks.ShadowCallback method) (todd.runners.callbacks.TensorBoardCallback method) (todd.runners.EpochBasedTrainer method) (todd.runners.IterBasedTrainer method) (todd.runners.strategies.BaseStrategy method) (todd.runners.Trainer method) (todd.runners.utils.BaseETA method) (todd.runners.utils.EMA_ETA method) (todd.runners.utils.PriorityQueue method) (todd.runners.utils.RunnerHolderMixin method) (todd.tasks.object_detection.BBoxes method) (todd.utils.CallableProtocol method) (todd.utils.EMA method) (todd.utils.HolderMixin method) (todd.utils.NestedCollectionUtils method) (todd.utils.StateDictConverter method) (todd.utils.StateMachine method) (todd.utils.Statistician method) (todd.utils.StoreMeta method) (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method)

__new__() (todd.colors.HTML4 method) (todd.loggers.control_sequences.SGR method) (todd.runners.utils.Datum static method) (todd.utils.Keys static method)

A

access_layer (todd.datasets.BaseDataset property) access_layer_build_pre_hook() (todd.datasets.BaseDataset class method) AccessLayerRegistry (class in todd.datasets) activation() (todd.visuals.BaseVisual method) AdaptiveGroupNorm (class in todd.models) AdaptiveLayerNorm (class in todd.models) add_atomic_type() (todd.utils.NestedCollectionUtils method) after_run() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.MetricCallback method) after_run_epoch() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.CheckpointCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LRScheduleCallback method) after_run_iter() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.CheckpointCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LogCallback method) (todd.runners.callbacks.LRScheduleCallback method) (todd.runners.callbacks.MetricCallback method) (todd.runners.callbacks.OptimizeCallback method) (todd.runners.callbacks.ShadowCallback method) (todd.runners.callbacks.TensorBoardCallback method)

all_close() (in module todd.patches.torch) (todd.utils.NestedTensorCollectionUtils method) all_gather() (in module todd.patches.torch) all_gather_object() (in module todd.patches.torch) alpha (todd.colors.Color property) (todd.colors.RGBA property) ANNOTATIONS_ROOT (todd.datasets.COCODataset attribute) (todd.datasets.ImageNetDataset attribute) (todd.datasets.LAIONAestheticsDataset attribute) (todd.datasets.LVISDataset attribute) (todd.datasets.Objects365Dataset attribute) (todd.datasets.SAMed2DDataset attribute) (todd.datasets.V3DetDataset attribute) apply_sgr() (in module todd.loggers.control_sequences) AQUA (todd.colors.HTML4 attribute) area (todd.tasks.object_detection.BBoxes property) AttrDict (class in todd.patches.py_) auto_resume (todd.runners.BaseRunner property) AutocastCallback (class in todd.runners.callbacks) AverageETA (class in todd.runners.utils)

B

BACKGROUND_BLACK (todd.loggers.control_sequences.SGR attribute) BACKGROUND_BLUE (todd.loggers.control_sequences.SGR attribute) BACKGROUND_CYAN (todd.loggers.control_sequences.SGR attribute) BACKGROUND_GREEN (todd.loggers.control_sequences.SGR attribute) BACKGROUND_MAGENTA (todd.loggers.control_sequences.SGR attribute) BACKGROUND_RED (todd.loggers.control_sequences.SGR attribute) BACKGROUND_WHITE (todd.loggers.control_sequences.SGR attribute) BACKGROUND_YELLOW (todd.loggers.control_sequences.SGR attribute) BaseAccessLayer (class in todd.datasets.access_layers) BaseCallback (class in todd.runners.callbacks) BaseDataset (class in todd.datasets) BaseETA (class in todd.runners.utils) BaseFilter (class in todd.models.filters) BaseHandler (class in todd.utils) BaseLoss (class in todd.models.losses) BaseRunner (class in todd.runners) BaseScheduler (class in todd.models.losses) BaseShadow (class in todd.models.shadows) BaseStrategy (class in todd.runners.strategies) BaseVisual (class in todd.visuals) BBoxes (class in todd.tasks.object_detection) BBoxes__WH (class in todd.tasks.object_detection) BBoxes__XY (class in todd.tasks.object_detection) BBoxesCXCY__ (class in todd.tasks.object_detection) BBoxesCXCYWH (class in todd.tasks.object_detection) BBoxesXY__ (class in todd.tasks.object_detection) BBoxesXYWH (class in todd.tasks.object_detection) BBoxesXYXY (class in todd.tasks.object_detection) BCELoss (class in todd.models.losses) BCEWithLogitsLoss (class in todd.models.losses) before_run() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LogCallback method) (todd.runners.callbacks.OptimizeCallback method) before_run_epoch() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LogCallback method) before_run_iter() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LogCallback method) (todd.runners.callbacks.TensorBoardCallback method) BGR (class in todd.colors) bind() (todd.runners.callbacks.CheckpointCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.GitCallback method) (todd.runners.callbacks.LogCallback method) (todd.runners.callbacks.LRScaleCallback method) (todd.runners.callbacks.LRScheduleCallback method) (todd.runners.callbacks.MetricCallback method) (todd.runners.callbacks.ShadowCallback method) (todd.runners.callbacks.TensorBoardCallback method) (todd.utils.HolderMixin method)

BLACK (todd.colors.HTML4 attribute) blue (todd.colors.Color property) BLUE (todd.colors.HTML4 attribute) blue (todd.colors.RGB property) BOLD (todd.loggers.control_sequences.SGR attribute) bottom (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__XY property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXYWH property) BOTTOM (todd.visuals.YAnchor attribute) build_keys() (todd.datasets.BaseDataset method) (todd.datasets.COCODataset method) (todd.datasets.ImageNetDataset method) (todd.datasets.LAIONAestheticsDataset method) (todd.datasets.LVISDataset method) (todd.datasets.Objects365Dataset method) (todd.datasets.SAMed2DDataset method) (todd.datasets.SATINDataset method) build_optimizer() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.FSDPStrategy method) build_pre_hook() (todd.datasets.access_layers.ConcatAccessLayer class method) (todd.datasets.access_layers.HFAccessLayer class method) (todd.datasets.BaseDataset class method) (todd.models.EvalMixin class method) (todd.models.filters.NamedParametersFilter class method) (todd.models.FreezeMixin class method) (todd.models.losses.BaseLoss class method) (todd.models.losses.ComposedScheduler class method) (todd.models.losses.FunctionalLoss class method) (todd.models.NoGradMixin class method) (todd.models.shadows.EMAShadow class method) (todd.patches.torch.PrefetchDataLoader method) (todd.runners.BaseRunner class method) (todd.runners.callbacks.ComposedCallback class method) (todd.runners.callbacks.MetricCallback class method) (todd.runners.callbacks.OptimizeCallback class method) (todd.runners.Trainer class method)

C

CallableProtocol (class in todd.utils) CallbackRegistry (class in todd.runners) callbacks (todd.runners.BaseRunner property) (todd.runners.callbacks.ComposedCallback property) callbacks_build_pre_hook() (todd.runners.BaseRunner class method) can_handle() (todd.utils.BaseHandler class method) (todd.utils.MappingHandler class method) (todd.utils.NestedCollectionUtils method) (todd.utils.SequenceHandler class method) (todd.utils.SetHandler class method) center (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCY__ property) (todd.tasks.object_detection.BBoxesXYWH property) (todd.tasks.object_detection.BBoxesXYXY property) center_x (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCY__ property) (todd.tasks.object_detection.BBoxesXYWH property) (todd.tasks.object_detection.BBoxesXYXY property) center_y (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCY__ property) (todd.tasks.object_detection.BBoxesXYWH property) (todd.tasks.object_detection.BBoxesXYXY property) ChainedScheduler (class in todd.models.losses) check() (todd.models.CheckMixin method) (todd.models.EvalMixin method) (todd.models.NoGradMixin method) check_decay() (todd.utils.EMA class method) CheckMixin (class in todd.models) CheckpointCallback (class in todd.runners.callbacks) clamp() (todd.tasks.object_detection.BBoxes method) classproperty (class in todd.patches.py_)

ClipGradRegistry (class in todd.registries) coco_url() (in module todd.datasets) COCODataset (class in todd.datasets) CollateRegistry (class in todd.registries) collect_env_() (in module todd.utils) Color (class in todd.colors) color() (todd.visuals.BaseVisual method) ColorMap (class in todd.patches.cv2) ColorWheel (class in todd.colors) compile_model() (todd.runners.strategies.BaseStrategy method) ComposedCallback (class in todd.runners.callbacks) ComposedScheduler (class in todd.models.losses) compute_mean() (todd.utils.Statistician method) compute_variance() (todd.utils.Statistician method) ConcatAccessLayer (class in todd.datasets.access_layers) CONCEALED_CHARACTERS (todd.loggers.control_sequences.SGR attribute) ConfigRegistry (class in todd.registries) control_sequence() (in module todd.loggers.control_sequences) convert() (todd.utils.StateDictConverter method) ConvNeXtRegistry (class in todd.models) cosine_similarity() (in module todd.patches.torch) CosineAnnealingScheduler (class in todd.models.losses) CosineEmbeddingLoss (class in todd.models.losses) cpu (todd.utils.Store attribute) CROSSED_OUT (todd.loggers.control_sequences.SGR attribute) CrossEntropyLoss (class in todd.models.losses) cuda (todd.utils.Store attribute) cuda_home() (in module todd.utils) CUDAStrategy (class in todd.runners.strategies) CV2AccessLayer (class in todd.datasets.access_layers) CV2Visual (class in todd.visuals)

D

data (todd.datasets.AccessLayerRegistry attribute) (todd.models.ConvNeXtRegistry attribute) (todd.models.FilterRegistry attribute) (todd.models.losses.SchedulerRegistry attribute) (todd.models.LossRegistry attribute) (todd.models.NormRegistry attribute) (todd.models.ShadowRegistry attribute) (todd.models.TorchVisionRegistry attribute) (todd.models.ViTRegistry attribute) (todd.registries.ClipGradRegistry attribute) (todd.registries.CollateRegistry attribute) (todd.registries.ConfigRegistry attribute) (todd.registries.DataLoaderRegistry attribute) (todd.registries.DatasetRegistry attribute) (todd.registries.InitRegistry attribute) (todd.registries.LRSchedulerRegistry attribute) (todd.registries.ModelRegistry attribute) (todd.registries.OptimizerRegistry attribute) (todd.registries.PartialRegistry attribute) (todd.registries.RunnerRegistry attribute) (todd.registries.SamplerRegistry attribute) (todd.registries.TaskRegistry attribute) (todd.registries.TransformRegistry attribute) (todd.registries.VisualRegistry attribute) (todd.registries.WorkerInitRegistry attribute) (todd.runners.CallbackRegistry attribute) (todd.runners.MetricRegistry attribute) (todd.runners.StrategyRegistry attribute) (todd.runners.utils.ETARegistry attribute) (todd.tasks.IGRegistry attribute) (todd.tasks.KDRegistry attribute) (todd.tasks.LMMRegistry attribute) (todd.tasks.NLPRegistry attribute) (todd.tasks.object_detection.ODBBoxesRegistry attribute) (todd.tasks.object_detection.ODModelRegistry attribute) (todd.tasks.ODKDRegistry attribute) (todd.tasks.ODRegistry attribute) (todd.tasks.OFERegistry attribute) (todd.tasks.PTRegistry attribute) (todd.utils.EnvRegistry attribute) (todd.utils.HandlerRegistry attribute) DATA_ROOT (todd.datasets.COCODataset attribute) (todd.datasets.ImageNetDataset attribute) (todd.datasets.LAIONAestheticsDataset attribute) (todd.datasets.LVISDataset attribute) (todd.datasets.Objects365Dataset attribute) (todd.datasets.SAMed2DDataset attribute) (todd.datasets.SATINDataset attribute) (todd.datasets.V3DetDataset attribute)

DATA_ROOT_SEPARATOR (todd.datasets.access_layers.ConcatAccessLayer attribute) dataloader (todd.runners.BaseRunner property) dataloader_build_pre_hook() (todd.runners.BaseRunner class method) DataLoaderRegistry (class in todd.registries) dataset (todd.datasets.access_layers.HFAccessLayer property) (todd.runners.BaseRunner property) dataset_build_pre_hook() (todd.runners.BaseRunner class method) DatasetRegistry (class in todd.registries) datasets_build_pre_hook() (todd.datasets.access_layers.HFAccessLayer class method) Datum (class in todd.runners.utils) DDPStrategy (class in todd.runners.strategies) decay (todd.utils.EMA property) DecayScheduler (class in todd.models.losses) decode_filename() (in module todd.patches.py_) DEFAULT (todd.loggers.control_sequences.SGR attribute) DeferScheduler (class in todd.models.losses) del_() (in module todd.patches.py_) denormalize() (todd.models.MeanStdMixin method) descendant_classes() (in module todd.patches.py_) DEVICE (todd.utils.Store attribute) DictAction (class in todd.patches.py_) diff() (todd.configs.SerializeMixin method) DISPLAY_BLACK (todd.loggers.control_sequences.SGR attribute) DISPLAY_BLUE (todd.loggers.control_sequences.SGR attribute) DISPLAY_CYAN (todd.loggers.control_sequences.SGR attribute) DISPLAY_GREEN (todd.loggers.control_sequences.SGR attribute) DISPLAY_MAGENTA (todd.loggers.control_sequences.SGR attribute) DISPLAY_RED (todd.loggers.control_sequences.SGR attribute) DISPLAY_WHITE (todd.loggers.control_sequences.SGR attribute) DISPLAY_YELLOW (todd.loggers.control_sequences.SGR attribute) DRY_RUN (todd.utils.Store attribute) dump() (todd.configs.SerializeMixin method) (todd.patches.cv2.VideoWriter method) dumps() (todd.configs.PyConfig method) (todd.configs.SerializeMixin method)

E

EarlyStopScheduler (class in todd.models.losses) elements() (todd.utils.BaseHandler class method) (todd.utils.MappingHandler class method) (todd.utils.NestedCollectionUtils method) (todd.utils.SequenceHandler class method) (todd.utils.SetHandler class method) EMA (class in todd.utils) ema() (in module todd.utils) EMA_ETA (class in todd.runners.utils) EMAShadow (class in todd.models.shadows) encode_filename() (in module todd.patches.py_) EnvRegistry (class in todd.utils)

epoch (todd.runners.Trainer property) epoch_based_trainer (todd.runners.utils.RunnerHolderMixin property) EpochBasedTrainer (class in todd.runners) epochs (todd.runners.EpochBasedTrainer property) ETARegistry (class in todd.runners.utils) EvalMixin (class in todd.models) exec_() (in module todd.patches.py_) exists (todd.datasets.access_layers.BaseAccessLayer property) (todd.datasets.access_layers.ConcatAccessLayer property) (todd.datasets.access_layers.FolderAccessLayer property) (todd.datasets.access_layers.HFAccessLayer property) expand() (todd.tasks.object_detection.BBoxes method)

F

FAINT (todd.loggers.control_sequences.SGR attribute) filter_by_name() (todd.models.filters.NamedMembersFilter method) filter_by_regex() (todd.models.filters.NamedMembersFilter method) filter_by_type() (todd.models.filters.NamedMembersFilter method) FilterRegistry (class in todd.models) flatten() (todd.tasks.object_detection.BBoxesCXCYWH method) (todd.tasks.object_detection.BBoxesXYWH method) (todd.tasks.object_detection.BBoxesXYXY method) FlattenBBoxesCXCYWH (class in todd.tasks.object_detection) FlattenBBoxesMixin (class in todd.tasks.object_detection) FlattenBBoxesXYWH (class in todd.tasks.object_detection) FlattenBBoxesXYXY (class in todd.tasks.object_detection) folder_root (todd.datasets.access_layers.FolderAccessLayer property) FolderAccessLayer (class in todd.datasets.access_layers) format() (todd.loggers.Formatter method) Formatter (class in todd.loggers) (class in todd.patches.py_) forward() (todd.models.losses.BaseLoss method) (todd.models.losses.BaseScheduler method) (todd.models.losses.ChainedScheduler method) (todd.models.losses.CosineAnnealingScheduler method) (todd.models.losses.DecayScheduler method) (todd.models.losses.FunctionalLoss method) (todd.models.losses.NormMixin method) (todd.models.losses.SequentialScheduler method) (todd.models.losses.StepScheduler method) (todd.models.losses.WarmupScheduler method) (todd.models.shadows.BaseShadow method) (todd.patches.torch.ModuleDict method) (todd.patches.torch.ModuleList method) (todd.patches.torch.Sequential method)

FreezeMixin (class in todd.models) from_() (todd.colors.Color class method) (todd.colors.RGB class method) (todd.tasks.object_detection.BBoxes class method) FrozenMixin (class in todd.models) FSDPStrategy (class in todd.runners.strategies) FUCHSIA (todd.colors.HTML4 attribute) FunctionalLoss (class in todd.models.losses)

G

gain (todd.models.losses.BaseScheduler property) get_() (in module todd.patches.py_) get_audio() (in module todd.utils) get_bytes() (in module todd.utils) get_classes() (in module todd.patches.py_) get_device() (in module todd.patches.torch) get_handler() (todd.utils.NestedCollectionUtils method) get_image() (in module todd.utils) get_local_rank() (in module todd.patches.torch) get_memo() (in module todd.runners)

get_named_classes() (in module todd.patches.py_) get_rank() (in module todd.patches.torch) get_timestamp() (in module todd.utils) get_world_size() (in module todd.patches.torch) git_commit_id() (in module todd.utils) git_status() (in module todd.utils) GitCallback (class in todd.runners.callbacks) GRAY (todd.colors.HTML4 attribute) green (todd.colors.Color property) GREEN (todd.colors.HTML4 attribute) green (todd.colors.RGB property)

H

HandlerRegistry (class in todd.utils) has_() (in module todd.patches.py_) height (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__WH property) (todd.tasks.object_detection.BBoxesXYXY property) (todd.visuals.BaseVisual property) (todd.visuals.CV2Visual property) (todd.visuals.PPTXVisual property)

HFAccessLayer (class in todd.datasets.access_layers) HolderMixin (class in todd.utils) holding (todd.utils.HolderMixin property) HTML4 (class in todd.colors)

I

IGNORE_KEYS (todd.datasets.Objects365Dataset attribute) IGRegistry (class in todd.tasks) image() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) ImageNetDataset (class in todd.datasets) import_module() (in module todd.patches.py_) in_phase (todd.colors.Color property) (todd.colors.YIQ property) index() (todd.utils.NestedCollectionUtils method) (todd.utils.NestedTensorCollectionUtils method) IndexKeys (class in todd.datasets) indices() (todd.tasks.object_detection.BBoxes method) init_seed() (in module todd.utils) init_weights() (todd.models.EvalMixin method) (todd.models.NoGradMixin method) (todd.registries.InitWeightsMixin method) (todd.registries.ModelRegistry class method)

InitRegistry (class in todd.registries) InitWeightsMixin (class in todd.registries) inner_iter (todd.runners.Trainer property) intersections() (todd.tasks.object_detection.FlattenBBoxesMixin method) IntervalMixin (class in todd.runners.callbacks) ious() (todd.tasks.object_detection.FlattenBBoxesMixin method) is_atomic() (todd.utils.NestedCollectionUtils method) is_atomic_collection() (todd.utils.NestedCollectionUtils method) is_sync() (in module todd.utils) ITALICIZED (todd.loggers.control_sequences.SGR attribute) iter_ (todd.runners.BaseRunner property) iter_based_trainer (todd.runners.utils.RunnerHolderMixin property) IterBasedTrainer (class in todd.runners) iters (todd.runners.BaseRunner property) (todd.runners.EpochBasedTrainer property) (todd.runners.IterBasedTrainer property) (todd.runners.Validator property) iters_per_epoch (todd.runners.Trainer property)

J

json_dump() (in module todd.patches.py_)

json_load() (in module todd.patches.py_)

K

KDRegistry (class in todd.tasks) KEY_SEPARATOR (todd.datasets.access_layers.ConcatAccessLayer attribute)

Keys (class in todd.utils) keys (todd.datasets.BaseDataset property) KeysProtocol (class in todd.datasets)

L

L1Loss (class in todd.models.losses) LAIONAestheticsDataset (class in todd.datasets) latest_checkpoint_dir (todd.runners.callbacks.CheckpointCallback property) left (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXY__ property) LEFT (todd.visuals.XAnchor attribute) LIME (todd.colors.HTML4 attribute) line() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) LMMRegistry (class in todd.tasks) load() (in module todd.patches.torch) (todd.configs.SerializeMixin class method) (todd.utils.StateDictConverter method) load_from (todd.runners.BaseRunner property) load_model_from() (todd.runners.strategies.BaseStrategy method) load_model_state_dict() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.FSDPStrategy method) load_optim_state_dict() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.FSDPStrategy method) load_state_dict() (in module todd.patches.torch) (todd.runners.BaseRunner method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LRScheduleCallback method) (todd.runners.callbacks.OptimizeCallback method) (todd.runners.callbacks.ShadowCallback method) (todd.runners.Trainer method) (todd.utils.StateDictMixin method)

load_state_dict_() (in module todd.patches.torch) loads() (todd.configs.SerializeMixin class method) LogCallback (class in todd.runners.callbacks) logger (todd.runners.BaseRunner property) logger_build_pre_hook() (todd.runners.BaseRunner class method) LossRegistry (class in todd.models) LRScaleCallback (class in todd.runners.callbacks) LRScheduleCallback (class in todd.runners.callbacks) LRSchedulerRegistry (class in todd.registries) lt (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXY__ property) luminance (todd.colors.Color property) (todd.colors.YIQ property) LVISDataset (class in todd.datasets)

M

main_tag (todd.runners.callbacks.TensorBoardCallback property) map() (todd.utils.BaseHandler class method) (todd.utils.MappingHandler class method) (todd.utils.NestedCollectionUtils method) (todd.utils.SequenceHandler class method) (todd.utils.SetHandler class method) map_() (in module todd.patches.py_) map_model() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.CUDAStrategy method) MappingHandler (class in todd.utils) marker() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) MAROON (todd.colors.HTML4 attribute) mean (todd.models.MeanStdMixin property) MeanStdMixin (class in todd.models) MetricCallback (class in todd.runners.callbacks) MetricRegistry (class in todd.runners) metrics_build_pre_hook() (todd.runners.callbacks.MetricCallback class method) missing (todd.utils.Keys attribute) model (todd.runners.BaseRunner property) model_build_pre_hook() (todd.runners.BaseRunner class method) model_state_dict() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.FSDPStrategy method) ModelRegistry (class in todd.registries) module todd.bases todd.colors todd.configs todd.datasets todd.datasets.access_layers todd.loggers todd.loggers.control_sequences todd.models todd.models.filters todd.models.losses todd.models.shadows todd.patches todd.patches.cv2 todd.patches.py_ todd.patches.torch todd.registries todd.runners todd.runners.callbacks todd.runners.strategies todd.runners.utils todd.tasks todd.tasks.object_detection todd.utils todd.visuals

module (todd.runners.strategies.BaseStrategy property) (todd.runners.strategies.DDPStrategy property) (todd.runners.strategies.FSDPStrategy property) (todd.utils.StateDictConverter property) ModuleDict (class in todd.patches.torch) ModuleList (class in todd.patches.torch) MonitorCallback (class in todd.runners.callbacks) mps (todd.utils.Store attribute) MSELoss (class in todd.models.losses)

N

name (todd.runners.BaseRunner property) named_modules_filter (todd.models.filters.NamedParametersFilter property) named_trainable_parameters() (in module todd.patches.torch) named_training_modules() (in module todd.patches.torch) NamedMembersFilter (class in todd.models.filters) NamedModulesFilter (class in todd.models.filters) NamedParametersFilter (class in todd.models.filters) names (todd.models.filters.NamedMembersFilter property) NAVY (todd.colors.HTML4 attribute) NEGATIVE_IMAGE (todd.loggers.control_sequences.SGR attribute) NestedCollectionUtils (class in todd.utils)

NestedTensorCollectionUtils (class in todd.utils) new_empty() (todd.utils.NestedTensorCollectionUtils method) NLPRegistry (class in todd.tasks) NoGradMixin (class in todd.models) NonInstantiableMeta (class in todd.patches.py_) normalize() (todd.models.MeanStdMixin method) NormMixin (class in todd.models.losses) NormRegistry (class in todd.models) NpyAccessLayer (class in todd.datasets.access_layers) num_samples (todd.utils.Statistician property) nvidia_smi() (in module todd.utils)

O

OBJECT_DIMENSIONS (todd.tasks.object_detection.BBoxes attribute) Objects365Dataset (class in todd.datasets) ODBBoxesRegistry (class in todd.tasks.object_detection) ODKDRegistry (class in todd.tasks) ODModelRegistry (class in todd.tasks.object_detection) ODRegistry (class in todd.tasks) OFERegistry (class in todd.tasks) OLIVE (todd.colors.HTML4 attribute)

opencv_version() (in module todd.utils) opened (todd.patches.cv2.VideoWriter property) optim_state_dict() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.FSDPStrategy method) OptimizeCallback (class in todd.runners.callbacks) optimizer (todd.runners.Trainer property) optimizer_build_pre_hook() (todd.runners.Trainer class method) OptimizerRegistry (class in todd.registries)

P

pace() (todd.runners.utils.AverageETA method) (todd.runners.utils.BaseETA method) (todd.runners.utils.EMA_ETA method) pairwise_intersections() (todd.tasks.object_detection.BBoxes method) pairwise_ious() (todd.tasks.object_detection.BBoxes method) pairwise_unions() (todd.tasks.object_detection.BBoxes method) params() (todd.registries.OptimizerRegistry static method) PartialRegistry (class in todd.registries) PartialRegistryMeta (class in todd.registries) PILAccessLayer (class in todd.datasets.access_layers) PILDataset (class in todd.datasets) platform() (in module todd.utils) point() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method)

PPTXVisual (class in todd.visuals) PrefetchDataLoader (class in todd.patches.torch) presentation (todd.visuals.PPTXVisual property) priorities (todd.runners.utils.PriorityQueue property) PriorityQueue (class in todd.runners.utils) PthAccessLayer (class in todd.datasets.access_layers) PTRegistry (class in todd.tasks) PURPLE (todd.colors.HTML4 attribute) put() (todd.runners.callbacks.ComposedCallback method) PyConfig (class in todd.configs) python_version() (in module todd.utils) pytorch_version() (in module todd.utils)

Q

quadrature (todd.colors.Color property) (todd.colors.YIQ property)

queue (todd.runners.utils.PriorityQueue property)

R

random_int() (in module todd.patches.torch) RAPIDLY_BLINKING (todd.loggers.control_sequences.SGR attribute) rb (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__XY property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXYWH property) rectangle() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) red (todd.colors.Color property) RED (todd.colors.HTML4 attribute) red (todd.colors.RGB property) reduce() (todd.utils.NestedCollectionUtils method) reduction (todd.models.losses.BaseLoss property) regex (todd.models.filters.NamedMembersFilter property) remove_prefix() (in module todd.patches.py_) remove_suffix() (in module todd.patches.py_) requires_grad_() (todd.models.NoGradMixin method) retry() (in module todd.utils) RGB (class in todd.colors)

RGBA (class in todd.colors) right (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__XY property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXYWH property) RIGHT (todd.visuals.XAnchor attribute) round() (todd.tasks.object_detection.BBoxes method) run() (in module todd.patches.py_) (todd.runners.BaseRunner method) (todd.runners.Validator method) run_epoch_context() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.MonitorCallback method) run_iter_context() (todd.runners.callbacks.AutocastCallback method) (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.MonitorCallback method) (todd.runners.callbacks.OptimizeCallback method) runner (todd.runners.utils.RunnerHolderMixin property) RunnerHolderMixin (class in todd.runners.utils) RunnerRegistry (class in todd.registries)

S

SAMed2DDataset (class in todd.datasets) SamplerRegistry (class in todd.registries) SATINDataset (class in todd.datasets) save() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) scatter() (todd.visuals.BaseVisual method) scheduler (todd.models.losses.SequentialScheduler property) SchedulerRegistry (class in todd.models.losses) SequenceHandler (class in todd.utils) Sequential (class in todd.patches.torch) SequentialScheduler (class in todd.models.losses) SerializeMixin (class in todd.configs) (class in todd.utils) set_() (in module todd.patches.py_) set_epoch() (in module todd.patches.torch) set_seed_temp() (in module todd.utils) set_temp() (in module todd.utils) SetHandler (class in todd.utils) setup() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.CUDAStrategy method) SGR (class in todd.loggers.control_sequences) sgr() (in module todd.loggers.control_sequences) shadow (todd.models.shadows.BaseShadow property) ShadowCallback (class in todd.runners.callbacks) ShadowRegistry (class in todd.models) shape() (todd.utils.NestedTensorCollectionUtils method) shapes (todd.visuals.PPTXVisual property) should_break() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) should_break_epoch() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) should_continue() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method) should_continue_epoch() (todd.runners.callbacks.BaseCallback method) (todd.runners.callbacks.ComposedCallback method)

SILVER (todd.colors.HTML4 attribute) SINGLY_UNDERLINED (todd.loggers.control_sequences.SGR attribute) slide (todd.visuals.PPTXVisual property) SLOWLY_BLINKING (todd.loggers.control_sequences.SGR attribute) stack() (todd.utils.NestedTensorCollectionUtils method) state (todd.utils.StateMachine property) state_dict() (todd.models.NoGradMixin method) (todd.runners.BaseRunner method) (todd.runners.callbacks.ComposedCallback method) (todd.runners.callbacks.LRScheduleCallback method) (todd.runners.callbacks.OptimizeCallback method) (todd.runners.callbacks.ShadowCallback method) (todd.runners.Trainer method) (todd.utils.StateDictMixin method) StateDictConverter (class in todd.utils) StateDictMixin (class in todd.utils) StateMachine (class in todd.utils) Statistician (class in todd.utils) std (todd.models.MeanStdMixin property) step() (todd.models.losses.BaseLoss method) (todd.models.losses.BaseScheduler method) (todd.models.losses.ChainedScheduler method) (todd.models.losses.SequentialScheduler method) steps (todd.models.losses.BaseScheduler property) StepScheduler (class in todd.models.losses) Store (class in todd.utils) StoreMeta (class in todd.utils) strategy (todd.runners.BaseRunner property) strategy_build_pre_hook() (todd.runners.BaseRunner class method) StrategyRegistry (class in todd.runners) SUFFIX (todd.datasets.ImageNetDataset attribute) (todd.datasets.LAIONAestheticsDataset attribute) (todd.datasets.SAMed2DDataset attribute) SuffixMixin (class in todd.datasets.access_layers) summary_writer (todd.runners.callbacks.TensorBoardCallback property) SYNSETS_FILE (todd.datasets.ImageNetDataset attribute)

T

t (todd.runners.utils.Datum attribute) tag() (todd.runners.callbacks.TensorBoardCallback method) TaskRegistry (class in todd.registries) TEAL (todd.colors.HTML4 attribute) TensorBoardCallback (class in todd.runners.callbacks) text() (todd.visuals.BaseVisual method) (todd.visuals.CV2Visual method) (todd.visuals.PPTXVisual method) to() (todd.colors.Color method) (todd.tasks.object_detection.BBoxes method) to_mask() (todd.tasks.object_detection.BBoxes method) to_numpy() (todd.visuals.CV2Visual method) to_object() (todd.tasks.object_detection.BBoxes class method) to_tuple() (todd.colors.Color method) (todd.colors.RGBA method) todd.bases module todd.colors module todd.configs module todd.datasets module todd.datasets.access_layers module todd.loggers module todd.loggers.control_sequences module todd.models module todd.models.filters module todd.models.losses module todd.models.shadows module todd.patches module todd.patches.cv2 module todd.patches.py_ module todd.patches.torch module

todd.registries module todd.runners module todd.runners.callbacks module todd.runners.strategies module todd.runners.utils module todd.tasks module todd.tasks.object_detection module todd.utils module todd.visuals module todd_version() (in module todd.utils) top (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxesCXCYWH property) (todd.tasks.object_detection.BBoxesXY__ property) TOP (todd.visuals.YAnchor attribute) torchvision_version() (in module todd.utils) TorchVisionRegistry (class in todd.models) touch() (todd.datasets.access_layers.BaseAccessLayer method) (todd.datasets.access_layers.ConcatAccessLayer method) (todd.datasets.access_layers.FolderAccessLayer method) (todd.datasets.access_layers.HFAccessLayer method) train() (todd.models.EvalMixin method) TRAIN_WITH_VAL_DATASET (todd.utils.Store attribute) trainable_parameters() (in module todd.patches.torch) Trainer (class in todd.runners) trainer (todd.runners.utils.RunnerHolderMixin property) training_modules() (in module todd.patches.torch) trajectory() (todd.visuals.BaseVisual method) transfer_state_dict() (in module todd.utils) transfer_state_dicts() (in module todd.utils) TransformRegistry (class in todd.registries) transforms (todd.datasets.BaseDataset property) transforms_build_pre_hook() (todd.datasets.BaseDataset class method) transit() (todd.utils.StateMachine method) translate() (todd.tasks.object_detection.BBoxes method) types (todd.models.filters.NamedMembersFilter property)

U

unexpected (todd.utils.Keys attribute)

unions() (todd.tasks.object_detection.FlattenBBoxesMixin method) update() (todd.utils.Statistician method)

V

V3DetDataset (class in todd.datasets) Validator (class in todd.runners) validator (todd.runners.utils.RunnerHolderMixin property)

VideoWriter (class in todd.patches.cv2) VisualRegistry (class in todd.registries) ViTRegistry (class in todd.models)

W

WarmupScheduler (class in todd.models.losses) weight (todd.models.losses.BaseLoss property) wh (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__WH property) (todd.tasks.object_detection.BBoxesXYXY property) WHITE (todd.colors.HTML4 attribute) width (todd.tasks.object_detection.BBoxes property) (todd.tasks.object_detection.BBoxes__WH property) (todd.tasks.object_detection.BBoxesXYXY property) (todd.visuals.BaseVisual property) (todd.visuals.CV2Visual property) (todd.visuals.PPTXVisual property)

with_grad_clipper (todd.runners.callbacks.OptimizeCallback property) with_grad_scaler (todd.runners.callbacks.OptimizeCallback property) with_suffix (todd.datasets.access_layers.SuffixMixin property) work_dir (todd.runners.BaseRunner property) (todd.runners.callbacks.CheckpointCallback property) (todd.runners.callbacks.TensorBoardCallback property) work_dir_build_pre_hook() (todd.runners.BaseRunner class method) WorkerInitRegistry (class in todd.registries) wrap_model() (todd.runners.strategies.BaseStrategy method) (todd.runners.strategies.DDPStrategy method) (todd.runners.strategies.FSDPStrategy method) write() (todd.patches.cv2.VideoWriter method)

X

x (todd.runners.utils.Datum attribute)

XAnchor (class in todd.visuals)

Y

YAnchor (class in todd.visuals)

YELLOW (todd.colors.HTML4 attribute) YIQ (class in todd.colors)