Index _ | A | B | C | D | E | F | G | I | J | L | M | N | O | P | R | S | T | U | V | W _ __call__() (composer.optim.scheduler.ComposerScheduler method) A ACTIVE (composer.profiler.profiler_action.ProfilerAction attribute) ACTIVE_AND_SAVE (composer.profiler.profiler_action.ProfilerAction attribute) AdamHparams (class in composer.optim.optimizer_hparams) adamw() (composer.optim.decoupled_weight_decay.DecoupledAdamW static method) AdamWHparams (class in composer.optim.optimizer_hparams) add_vision_dataset_transform() (in module composer.datasets.utils) ADE20k (class in composer.datasets.ade20k) ADE20kDatasetHparams (class in composer.datasets.ade20k) ADE20kWebDatasetHparams (class in composer.datasets.ade20k) AFTER_BACKWARD (composer.core.event.Event attribute) after_backward() (composer.core.callback.Callback method) AFTER_DATALOADER (composer.core.event.Event attribute) after_dataloader() (composer.core.callback.Callback method) AFTER_FORWARD (composer.core.event.Event attribute) after_forward() (composer.core.callback.Callback method) AFTER_LOSS (composer.core.event.Event attribute) after_loss() (composer.core.callback.Callback method) AFTER_TRAIN_BATCH (composer.core.event.Event attribute) after_train_batch() (composer.core.callback.Callback method) AGC (class in composer.algorithms.agc.agc) AGCHparams (class in composer.algorithms.hparams) Algorithm (class in composer.core.algorithm) AlgorithmHparams (class in composer.algorithms.algorithm_hparams) Alibi (class in composer.algorithms.alibi.alibi) AlibiHparams (class in composer.algorithms.hparams) all_gather() (in module composer.utils.dist) all_gather_object() (in module composer.utils.dist) all_reduce() (in module composer.utils.dist) AMP (composer.core.precision.Precision attribute) apply() (composer.algorithms.agc.agc.AGC method) (composer.algorithms.blurpool.blurpool.BlurPool method) (composer.algorithms.cutmix.cutmix.CutMix method) (composer.algorithms.cutout.cutout.CutOut method) (composer.algorithms.factorize.factorize.Factorize method) (composer.algorithms.ghost_batchnorm.ghost_batchnorm.GhostBatchNorm method) (composer.algorithms.layer_freezing.layer_freezing.LayerFreezing method) (composer.algorithms.progressive_resizing.progressive_resizing.ProgressiveResizing method) (composer.algorithms.scale_schedule.scale_schedule.ScaleSchedule method) (composer.algorithms.squeeze_excite.squeeze_excite.SqueezeExcite method) (composer.algorithms.stochastic_depth.stochastic_depth.StochasticDepth method) (composer.core.algorithm.Algorithm method) apply_agc() (in module composer.algorithms.agc.agc) apply_alibi() (in module composer.algorithms.alibi.alibi) apply_blurpool() (in module composer.algorithms.blurpool.blurpool) apply_channels_last() (in module composer.algorithms.channels_last.channels_last) apply_factorization() (in module composer.algorithms.factorize.factorize) apply_ghost_batchnorm() (in module composer.algorithms.ghost_batchnorm.ghost_batchnorm) apply_squeeze_excite() (in module composer.algorithms.squeeze_excite.squeeze_excite) apply_stochastic_depth() (in module composer.algorithms.stochastic_depth.stochastic_depth) artifact_name (composer.loggers.file_logger.FileLogger property) as_batch_dict() (in module composer.core.types) as_batch_pair() (in module composer.core.types) AugmentAndMixTransform (class in composer.algorithms.augmix.augmix) augmentation_sets (in module composer.algorithms.utils.augmentation_primitives) AugmentationFn (in module composer.algorithms.utils.augmentation_primitives) AugMix (class in composer.algorithms.augmix.augmix) augmix_image() (in module composer.algorithms.augmix.augmix) AugMixHparams (class in composer.algorithms.hparams) autocontrast() (in module composer.algorithms.utils.augmentation_primitives) B backwards_create_graph (composer.core.algorithm.Algorithm property) barrier() (in module composer.utils.dist) batch (composer.core.state.State attribute) (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) BATCH (composer.core.time.TimeUnit attribute) (composer.loggers.logger.LogLevel attribute) Batch (in module composer.core.types) BATCH_CHECKPOINT (composer.core.event.Event attribute) batch_checkpoint() (composer.core.callback.Callback method) batch_dict (composer.core.state.State property) BATCH_END (composer.core.event.Event attribute) batch_end() (composer.core.callback.Callback method) batch_in_epoch (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) batch_num_samples (composer.core.state.State attribute) batch_num_tokens (composer.core.state.State attribute) batch_pair (composer.core.state.State property) batch_size (composer.core.types.DataLoader attribute) BATCH_START (composer.core.event.Event attribute) batch_start() (composer.core.callback.Callback method) batch_to_device() (composer.trainer.devices.device.Device method) BatchDict (in module composer.core.types) BatchPair (in module composer.core.types) BEFORE_BACKWARD (composer.core.event.Event attribute) before_backward() (composer.core.callback.Callback method) BEFORE_FORWARD (composer.core.event.Event attribute) before_forward() (composer.core.callback.Callback method) BEFORE_LOSS (composer.core.event.Event attribute) before_loss() (composer.core.callback.Callback method) BEFORE_TRAIN_BATCH (composer.core.event.Event attribute) before_train_batch() (composer.core.callback.Callback method) BERTForClassificationHparams (class in composer.models.bert.bert_hparams) BERTHparams (class in composer.models.bert.bert_hparams) BERTModel (class in composer.models.bert.model) BF16 (composer.core.precision.Precision attribute) blur_2d() (in module composer.algorithms.blurpool.blurpool_layers) BlurConv2d (class in composer.algorithms.blurpool.blurpool_layers) blurmax_pool2d() (in module composer.algorithms.blurpool.blurpool_layers) BlurMaxPool2d (class in composer.algorithms.blurpool.blurpool_layers) BlurPool (class in composer.algorithms.blurpool.blurpool) BlurPool2d (class in composer.algorithms.blurpool.blurpool_layers) BlurPoolHparams (class in composer.algorithms.hparams) BratsDatasetHparams (class in composer.datasets.brats) BreakEpochException brightness() (in module composer.algorithms.utils.augmentation_primitives) brightness_original() (in module composer.algorithms.utils.augmentation_primitives) broadcast() (in module composer.utils.dist) broadcast_object_list() (in module composer.utils.dist) C C4Dataset (class in composer.datasets.c4) C4DatasetHparams (class in composer.datasets.c4) calc_iou_tensor() (in module composer.models.ssd.utils) Callback (class in composer.core.callback) CallbackHparams (class in composer.callbacks.callback_hparams) canonical_name (composer.core.event.Event property) CHANNELS_LAST (composer.core.types.MemoryFormat attribute) CHANNELS_LAST_3D (composer.core.types.MemoryFormat attribute) ChannelsLast (class in composer.algorithms.channels_last.channels_last) ChannelsLastHparams (class in composer.algorithms.hparams) checkpoint_periodically() (in module composer.callbacks.checkpoint_saver) CheckpointSaver (class in composer.callbacks.checkpoint_saver) CheckpointSaverHparams (class in composer.callbacks.callback_hparams) CIFAR100WebDatasetHparams (class in composer.datasets.cifar) CIFAR10DatasetHparams (class in composer.datasets.cifar) CIFAR10WebDatasetHparams (class in composer.datasets.cifar) CIFAR20WebDatasetHparams (class in composer.datasets.cifar) CIFARWebDatasetHparams (class in composer.datasets.cifar) CLASSIFICATION_INT (composer.datasets.synthetic.SyntheticDataLabelType attribute) CLASSIFICATION_ONE_HOT (composer.datasets.synthetic.SyntheticDataLabelType attribute) close() (composer.core.callback.Callback method) (composer.core.engine.Engine method) (composer.trainer.trainer.Trainer method) COCODatasetHparams (class in composer.datasets.coco) COCODetection (class in composer.datasets.coco) color() (in module composer.algorithms.utils.augmentation_primitives) color_original() (in module composer.algorithms.utils.augmentation_primitives) ColOut (class in composer.algorithms.colout.colout) colout_batch() (in module composer.algorithms.colout.colout) ColOutHparams (class in composer.algorithms.hparams) ColOutTransform (class in composer.algorithms.colout.colout) compile_composer_scheduler() (in module composer.optim.scheduler) composer.algorithms module composer.algorithms.agc module composer.algorithms.agc.agc module composer.algorithms.algorithm_hparams module composer.algorithms.algorithm_registry module composer.algorithms.alibi module composer.algorithms.alibi.alibi module composer.algorithms.augmix module composer.algorithms.augmix.augmix module composer.algorithms.blurpool module composer.algorithms.blurpool.blurpool module composer.algorithms.blurpool.blurpool_layers module composer.algorithms.channels_last module composer.algorithms.channels_last.channels_last module composer.algorithms.colout module composer.algorithms.colout.colout module composer.algorithms.cutmix module composer.algorithms.cutmix.cutmix module composer.algorithms.cutout module composer.algorithms.cutout.cutout module composer.algorithms.ema module composer.algorithms.ema.ema module composer.algorithms.factorize module composer.algorithms.factorize.factorize module composer.algorithms.factorize.factorize_core module composer.algorithms.factorize.factorize_modules module composer.algorithms.ghost_batchnorm module composer.algorithms.ghost_batchnorm.ghost_batchnorm module composer.algorithms.hparams module composer.algorithms.label_smoothing module composer.algorithms.label_smoothing.label_smoothing module composer.algorithms.layer_freezing module composer.algorithms.layer_freezing.layer_freezing module composer.algorithms.mixup module composer.algorithms.mixup.mixup module composer.algorithms.no_op_model module composer.algorithms.no_op_model.no_op_model module composer.algorithms.progressive_resizing module composer.algorithms.progressive_resizing.progressive_resizing module composer.algorithms.randaugment module composer.algorithms.randaugment.randaugment module composer.algorithms.sam module composer.algorithms.sam.sam module composer.algorithms.scale_schedule module composer.algorithms.scale_schedule.scale_schedule module composer.algorithms.selective_backprop module composer.algorithms.selective_backprop.selective_backprop module composer.algorithms.seq_length_warmup module composer.algorithms.seq_length_warmup.seq_length_warmup module composer.algorithms.squeeze_excite module composer.algorithms.squeeze_excite.squeeze_excite module composer.algorithms.stochastic_depth module composer.algorithms.stochastic_depth.sample_stochastic_layers module composer.algorithms.stochastic_depth.stochastic_depth module composer.algorithms.stochastic_depth.stochastic_layers module composer.algorithms.swa module composer.algorithms.swa.swa module composer.algorithms.utils module composer.algorithms.utils.augmentation_common module composer.algorithms.utils.augmentation_primitives module composer.algorithms.warnings module composer.callbacks module composer.callbacks.callback_hparams module composer.callbacks.checkpoint_saver module composer.callbacks.grad_monitor module composer.callbacks.lr_monitor module composer.callbacks.memory_monitor module composer.callbacks.mlperf module composer.callbacks.speed_monitor module composer.core module composer.core.algorithm module composer.core.callback module composer.core.data_spec module composer.core.engine module composer.core.evaluator module composer.core.event module composer.core.precision module composer.core.serializable module composer.core.state module composer.core.time module composer.core.types module composer.datasets module composer.datasets.ade20k module composer.datasets.brats module composer.datasets.c4 module composer.datasets.cifar module composer.datasets.coco module composer.datasets.dataloader module composer.datasets.dataset_registry module composer.datasets.evaluator module composer.datasets.ffcv_utils module composer.datasets.glue module composer.datasets.hparams module composer.datasets.imagenet module composer.datasets.lm_datasets module composer.datasets.mnist module composer.datasets.synthetic module composer.datasets.synthetic_lm module composer.datasets.utils module composer.datasets.webdataset_utils module composer.functional module composer.loggers module composer.loggers.file_logger module composer.loggers.in_memory_logger module composer.loggers.logger module composer.loggers.logger_destination module composer.loggers.logger_hparams module composer.loggers.object_store_logger module composer.loggers.progress_bar_logger module composer.loggers.wandb_logger module composer.models module composer.models.base module composer.models.bert module composer.models.bert.bert_hparams module composer.models.bert.model module composer.models.classify_mnist module composer.models.classify_mnist.mnist_hparams module composer.models.classify_mnist.model module composer.models.deeplabv3 module composer.models.deeplabv3.deeplabv3 module composer.models.deeplabv3.deeplabv3_hparams module composer.models.efficientnetb0 module composer.models.efficientnetb0.efficientnetb0_hparams module composer.models.efficientnetb0.efficientnets module composer.models.efficientnetb0.model module composer.models.gpt2 module composer.models.gpt2.gpt2_hparams module composer.models.gpt2.model module composer.models.initializers module composer.models.model_hparams module composer.models.resnet module composer.models.resnet.model module composer.models.resnet.resnet_hparams module composer.models.resnet_cifar module composer.models.resnet_cifar.model module composer.models.resnet_cifar.resnet_cifar_hparams module composer.models.resnet_cifar.resnets module composer.models.ssd module composer.models.ssd.base_model module composer.models.ssd.ssd module composer.models.ssd.ssd300 module composer.models.ssd.ssd_hparams module composer.models.ssd.utils module composer.models.tasks module composer.models.tasks.classification module composer.models.timm module composer.models.timm.model module composer.models.timm.timm_hparams module composer.models.transformer_hparams module composer.models.transformer_shared module composer.models.unet module composer.models.unet.model module composer.models.unet.unet module composer.models.unet.unet_hparams module composer.models.vit_small_patch16 module composer.models.vit_small_patch16.hparams module composer.models.vit_small_patch16.model module composer.optim module composer.optim.decoupled_weight_decay module composer.optim.optimizer_hparams module composer.optim.scheduler module composer.optim.scheduler_hparams module composer.profiler module composer.profiler.dataloader_profiler module composer.profiler.json_trace_handler module composer.profiler.json_trace_merger module composer.profiler.marker module composer.profiler.profiler module composer.profiler.profiler_action module composer.profiler.profiler_hparams module composer.profiler.profiler_schedule module composer.profiler.system_profiler module composer.profiler.torch_profiler module composer.profiler.trace_handler module composer.trainer module composer.trainer.ddp module composer.trainer.devices module composer.trainer.devices.device module composer.trainer.devices.device_cpu module composer.trainer.devices.device_gpu module composer.trainer.devices.device_hparams module composer.trainer.trainer module composer.trainer.trainer_hparams module composer.utils module composer.utils.checkpoint module composer.utils.collect_env module composer.utils.dist module composer.utils.file_helpers module composer.utils.import_helpers module composer.utils.iter_helpers module composer.utils.module_surgery module composer.utils.object_store module composer.utils.reproducibility module composer.utils.string_enum module ComposerClassifier (class in composer.models.tasks.classification) ComposerDeepLabV3 (class in composer.models.deeplabv3.deeplabv3) ComposerEnv (class in composer.utils.collect_env) ComposerModel (class in composer.models.base) ComposerResNet (class in composer.models.resnet.model) ComposerResNetCIFAR (class in composer.models.resnet_cifar.model) ComposerScheduler (class in composer.optim.scheduler) ComposerTransformer (class in composer.models.transformer_shared) compute_ema() (in module composer.algorithms.ema.ema) configure_deterministic_mode() (in module composer.utils.reproducibility) configure_excepthook() (in module composer.utils.collect_env) ConstantScheduler (class in composer.optim.scheduler) ConstantSchedulerHparams (class in composer.optim.scheduler_hparams) container_name (composer.utils.object_store.ObjectStore property) CONTIGUOUS_FORMAT (composer.core.types.MemoryFormat attribute) contrast() (in module composer.algorithms.utils.augmentation_primitives) contrast_original() (in module composer.algorithms.utils.augmentation_primitives) CosineAnnealingScheduler (class in composer.optim.scheduler) CosineAnnealingSchedulerHparams (class in composer.optim.scheduler_hparams) CosineAnnealingWarmRestartsScheduler (class in composer.optim.scheduler) CosineAnnealingWarmRestartsSchedulerHparams (class in composer.optim.scheduler_hparams) CosineAnnealingWithWarmupScheduler (class in composer.optim.scheduler) CosineAnnealingWithWarmupSchedulerHparams (class in composer.optim.scheduler_hparams) count_module_instances() (in module composer.utils.module_surgery) counter() (composer.profiler.marker.Marker method) CPUDeviceHparams (class in composer.trainer.devices.device_hparams) create_webdataset() (in module composer.datasets.webdataset_utils) create_webdatasets_from_image_folder() (in module composer.datasets.webdataset_utils) current_metrics (composer.core.state.State attribute) CutMix (class in composer.algorithms.cutmix.cutmix) cutmix_batch() (in module composer.algorithms.cutmix.cutmix) CutMixHparams (class in composer.algorithms.hparams) CutOut (class in composer.algorithms.cutout.cutout) cutout_batch() (in module composer.algorithms.cutout.cutout) CutOutHparams (class in composer.algorithms.hparams) cyclic_schedule() (in module composer.profiler.profiler_schedule) CyclicProfilerScheduleHparams (class in composer.profiler.profiler_hparams) D data (composer.loggers.in_memory_logger.InMemoryLogger attribute) data() (composer.loggers.logger.Logger method) data_batch() (composer.loggers.logger.Logger method) data_epoch() (composer.loggers.logger.Logger method) data_fit() (composer.loggers.logger.Logger method) DataLoader (class in composer.core.types) DataLoaderHparams (class in composer.datasets.dataloader) DataLoaderProfiler (class in composer.profiler.dataloader_profiler) dataset (composer.core.types.DataLoader attribute) Dataset (in module composer.core.types) DatasetHparams (class in composer.datasets.hparams) DataSpec (class in composer.core.data_spec) DDPSyncStrategy (class in composer.trainer.ddp) DecoupledAdamW (class in composer.optim.decoupled_weight_decay) DecoupledAdamWHparams (class in composer.optim.optimizer_hparams) DecoupledSGDW (class in composer.optim.decoupled_weight_decay) DecoupledSGDWHparams (class in composer.optim.optimizer_hparams) deeplabv3_builder() (in module composer.models.deeplabv3.deeplabv3) DeepLabV3Hparams (class in composer.models.deeplabv3.deeplabv3_hparams) deepspeed_enabled (composer.trainer.trainer.Trainer property) deepspeed_model (composer.core.state.State property) destinations (composer.loggers.logger.Logger attribute) Device (class in composer.trainer.devices.device) DeviceCPU (class in composer.trainer.devices.device_cpu) DeviceGPU (class in composer.trainer.devices.device_gpu) DeviceHparams (class in composer.trainer.devices.device_hparams) disable_env_report() (in module composer.utils.collect_env) dist_backend (composer.trainer.devices.device.Device attribute) download_object() (composer.utils.object_store.ObjectStore method) download_object_as_stream() (composer.utils.object_store.ObjectStore method) drop_last (composer.core.types.DataLoader attribute) DURATION (composer.core.time.TimeUnit attribute) E EfficientNet (class in composer.models.efficientnetb0.efficientnets) EfficientNetB0 (class in composer.models.efficientnetb0.model) EfficientNetB0Hparams (class in composer.models.efficientnetb0.efficientnetb0_hparams) EMA (class in composer.algorithms.ema.ema) EMAHparams (class in composer.algorithms.hparams) enable_env_report() (in module composer.utils.collect_env) Encoder (class in composer.models.ssd.utils) Engine (class in composer.core.engine) engine (composer.trainer.trainer.Trainer attribute) ensure_folder_is_empty() (in module composer.utils.file_helpers) ensure_tuple() (in module composer.utils.iter_helpers) epoch (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) EPOCH (composer.core.time.TimeUnit attribute) (composer.loggers.logger.LogLevel attribute) EPOCH_CHECKPOINT (composer.core.event.Event attribute) epoch_checkpoint() (composer.core.callback.Callback method) EPOCH_END (composer.core.event.Event attribute) epoch_end() (composer.core.callback.Callback method) EPOCH_START (composer.core.event.Event attribute) epoch_start() (composer.core.callback.Callback method) equalize() (in module composer.algorithms.utils.augmentation_primitives) eval() (composer.trainer.trainer.Trainer method) EVAL_AFTER_FORWARD (composer.core.event.Event attribute) eval_after_forward() (composer.core.callback.Callback method) EVAL_BATCH_END (composer.core.event.Event attribute) eval_batch_end() (composer.core.callback.Callback method) EVAL_BATCH_START (composer.core.event.Event attribute) eval_batch_start() (composer.core.callback.Callback method) EVAL_BEFORE_FORWARD (composer.core.event.Event attribute) eval_before_forward() (composer.core.callback.Callback method) EVAL_END (composer.core.event.Event attribute) eval_end() (composer.core.callback.Callback method) EVAL_START (composer.core.event.Event attribute) eval_start() (composer.core.callback.Callback method) Evaluator (class in composer.core.evaluator) EvaluatorHparams (class in composer.datasets.evaluator) evaluators (composer.trainer.trainer.Trainer attribute) Event (class in composer.core.event) exit_code (composer.core.engine.Trace attribute) ExponentialScheduler (class in composer.optim.scheduler) ExponentialSchedulerHparams (class in composer.optim.scheduler_hparams) F Factorize (class in composer.algorithms.factorize.factorize) factorize_conv2d() (in module composer.algorithms.factorize.factorize_core) factorize_matrix() (in module composer.algorithms.factorize.factorize_core) FactorizedConv2d (class in composer.algorithms.factorize.factorize_modules) FactorizedLinear (class in composer.algorithms.factorize.factorize_modules) FactorizeHparams (class in composer.algorithms.hparams) factorizing_could_speedup() (in module composer.algorithms.factorize.factorize_modules) file_artifact() (composer.loggers.logger.Logger method) FileLogger (class in composer.loggers.file_logger) FileLoggerHparams (class in composer.loggers.logger_hparams) filename (composer.loggers.file_logger.FileLogger property) find_unused_parameters (composer.algorithms.layer_freezing.layer_freezing.LayerFreezing property) (composer.algorithms.stochastic_depth.stochastic_depth.StochasticDepth property) (composer.core.algorithm.Algorithm property) finish() (composer.profiler.marker.Marker method) fit() (composer.trainer.trainer.Trainer method) FIT_END (composer.core.event.Event attribute) fit_end() (composer.core.callback.Callback method) FIT_START (composer.core.event.Event attribute) fit_start() (composer.core.callback.Callback method) FORCED_SYNC (composer.trainer.ddp.DDPSyncStrategy attribute) format_log_data_value() (in module composer.loggers.logger) format_name_with_dist() (in module composer.utils.file_helpers) format_name_with_dist_and_time() (in module composer.utils.file_helpers) forward() (composer.models.base.ComposerModel method) (composer.models.ssd.base_model.Loss method) (composer.models.transformer_shared.ComposerTransformer method) FP16 (composer.core.precision.Precision attribute) FP32 (composer.core.precision.Precision attribute) freeze_layers() (in module composer.algorithms.layer_freezing.layer_freezing) from_batch() (composer.core.time.Time class method) from_duration() (composer.core.time.Time class method) from_epoch() (composer.core.time.Time class method) from_sample() (composer.core.time.Time class method) from_target_layer() (composer.algorithms.stochastic_depth.sample_stochastic_layers.SampleStochasticBottleneck static method) (composer.algorithms.stochastic_depth.stochastic_layers.StochasticBottleneck static method) from_timestring() (composer.core.time.Time class method) from_token() (composer.core.time.Time class method) G GAUSSIAN (composer.datasets.synthetic.SyntheticDataType attribute) generate_synthetic_tokenizer() (in module composer.datasets.synthetic_lm) get() (composer.core.time.Timer method) get_accel_model_name() (in module composer.utils.collect_env) get_composer_env() (in module composer.utils.collect_env) get_composer_version() (in module composer.utils.collect_env) get_cuda_device_count() (in module composer.utils.collect_env) get_dataset_registry() (in module composer.datasets.dataset_registry) get_elapsed_duration() (composer.core.state.State method) get_ema_model() (composer.algorithms.ema.ema.EMA method) get_file() (in module composer.utils.file_helpers) get_global_rank() (in module composer.utils.dist) get_host_processor_cores() (in module composer.utils.collect_env) get_host_processor_name() (in module composer.utils.collect_env) get_local_rank() (in module composer.utils.dist) get_local_world_size() (in module composer.utils.collect_env) (in module composer.utils.dist) get_model_from_name() (composer.models.efficientnetb0.efficientnets.EfficientNet static method) (composer.models.resnet_cifar.resnets.ResNetCIFAR static method) get_model_inputs() (composer.models.transformer_shared.ComposerTransformer method) get_node_rank() (in module composer.utils.dist) get_node_world_size() (in module composer.utils.collect_env) get_object_size() (composer.utils.object_store.ObjectStore method) get_provider_kwargs() (composer.utils.object_store.ObjectStoreHparams method) get_random_seed() (in module composer.utils.reproducibility) get_rng_state() (in module composer.utils.reproducibility) get_sampler() (in module composer.utils.dist) get_system_description() (in module composer.callbacks.mlperf) get_timeseries() (composer.loggers.in_memory_logger.InMemoryLogger method) get_timestamp() (composer.core.time.Timer method) get_torch_env() (in module composer.utils.collect_env) get_uri_for_artifact() (composer.loggers.object_store_logger.ObjectStoreLogger method) get_world_size() (in module composer.utils.dist) GetFileNotFoundException GhostBatchNorm (class in composer.algorithms.ghost_batchnorm.ghost_batchnorm) GhostBatchNormHparams (class in composer.algorithms.hparams) GLUEHparams (class in composer.datasets.glue) GPT2Hparams (class in composer.models.gpt2.gpt2_hparams) GPT2Model (class in composer.models.gpt2.model) GPUDeviceHparams (class in composer.trainer.devices.device_hparams) GradMonitor (class in composer.callbacks.grad_monitor) GradMonitorHparams (class in composer.callbacks.callback_hparams) I image_as_type() (in module composer.algorithms.utils.augmentation_common) Imagenet1kWebDatasetHparams (class in composer.datasets.imagenet) ImagenetDatasetHparams (class in composer.datasets.imagenet) import_object() (in module composer.utils.import_helpers) in_channels (composer.algorithms.factorize.factorize_modules.FactorizedConv2d property) in_features (composer.algorithms.factorize.factorize_modules.FactorizedLinear property) inference2d() (composer.models.unet.unet.UNet method) INIT (composer.core.event.Event attribute) init() (composer.core.callback.Callback method) init_webdataset_meta() (in module composer.datasets.webdataset_utils) initialize_dist() (in module composer.utils.dist) initialize_object() (composer.algorithms.algorithm_hparams.AlgorithmHparams method) (composer.callbacks.callback_hparams.CallbackHparams method) (composer.callbacks.callback_hparams.GradMonitorHparams method) (composer.callbacks.callback_hparams.LRMonitorHparams method) (composer.callbacks.callback_hparams.MemoryMonitorHparams method) (composer.callbacks.callback_hparams.MLPerfCallbackHparams method) (composer.callbacks.callback_hparams.SpeedMonitorHparams method) (composer.datasets.ade20k.ADE20kDatasetHparams method) (composer.datasets.ade20k.ADE20kWebDatasetHparams method) (composer.datasets.brats.BratsDatasetHparams method) (composer.datasets.c4.C4DatasetHparams method) (composer.datasets.cifar.CIFAR10DatasetHparams method) (composer.datasets.cifar.CIFARWebDatasetHparams method) (composer.datasets.coco.COCODatasetHparams method) (composer.datasets.dataloader.DataLoaderHparams method) (composer.datasets.evaluator.EvaluatorHparams method) (composer.datasets.glue.GLUEHparams method) (composer.datasets.hparams.DatasetHparams method) (composer.datasets.imagenet.Imagenet1kWebDatasetHparams method) (composer.datasets.imagenet.ImagenetDatasetHparams method) (composer.datasets.imagenet.TinyImagenet200WebDatasetHparams method) (composer.datasets.lm_datasets.LMDatasetHparams method) (composer.datasets.mnist.MNISTDatasetHparams method) (composer.datasets.mnist.MNISTWebDatasetHparams method) (composer.loggers.logger_hparams.LoggerDestinationHparams method) (composer.models.model_hparams.ModelHparams method) (composer.optim.optimizer_hparams.OptimizerHparams method) (composer.optim.scheduler_hparams.SchedulerHparams method) (composer.profiler.profiler_hparams.ProfileScheduleHparams method) (composer.profiler.profiler_hparams.TraceHandlerHparams method) (composer.utils.object_store.ObjectStoreHparams method) Initializer (class in composer.models.initializers) InMemoryLogger (class in composer.loggers.in_memory_logger) InMemoryLoggerHparams (class in composer.loggers.logger_hparams) instant() (composer.profiler.marker.Marker method) is_after_event (composer.core.event.Event property) is_available() (in module composer.utils.dist) is_before_event (composer.core.event.Event property) is_dataloader_already_wrapped() (composer.datasets.dataloader.WrappedDataLoader class method) is_initialized() (in module composer.utils.dist) is_model_ddp (composer.core.state.State property) is_model_deepspeed (composer.core.state.State property) is_tar() (in module composer.utils.file_helpers) iterate_with_pbar() (in module composer.utils.iter_helpers) J JSON (in module composer.core.types) JSONTraceHandler (class in composer.profiler.json_trace_handler) JSONTraceHparams (class in composer.profiler.profiler_hparams) L LabelSmoothing (class in composer.algorithms.label_smoothing.label_smoothing) LabelSmoothingHparams (class in composer.algorithms.hparams) latent_channels (composer.algorithms.factorize.factorize_modules.FactorizedConv2d property) latent_features (composer.algorithms.factorize.factorize_modules.FactorizedLinear property) LayerFreezing (class in composer.algorithms.layer_freezing.layer_freezing) LayerFreezingHparams (class in composer.algorithms.hparams) LinearScheduler (class in composer.optim.scheduler) LinearSchedulerHparams (class in composer.optim.scheduler_hparams) LinearWithWarmupScheduler (class in composer.optim.scheduler) LinearWithWarmupSchedulerHparams (class in composer.optim.scheduler_hparams) LMDatasetHparams (class in composer.datasets.lm_datasets) load_checkpoint() (in module composer.utils.checkpoint) load_model_state() (composer.core.state.State method) load_rng_state() (in module composer.utils.reproducibility) load_state_dict() (composer.callbacks.speed_monitor.SpeedMonitor method) (composer.core.serializable.Serializable method) (composer.core.state.State method) load_webdataset() (in module composer.datasets.webdataset_utils) log_data() (composer.loggers.logger_destination.LoggerDestination method) log_file_artifact() (composer.loggers.logger_destination.LoggerDestination method) log_symlink_artifact() (composer.loggers.logger_destination.LoggerDestination method) (composer.loggers.object_store_logger.ObjectStoreLogger method) Logger (class in composer.loggers.logger) logger (composer.models.base.ComposerModel attribute) (composer.trainer.trainer.Trainer attribute) logger_registry (in module composer.loggers.logger_hparams) LoggerDestination (class in composer.loggers.logger_destination) LoggerDestinationHparams (class in composer.loggers.logger_hparams) LogLevel (class in composer.loggers.logger) Loss (class in composer.models.ssd.base_model) loss (composer.core.state.State attribute) loss() (composer.models.base.ComposerModel method) (composer.models.transformer_shared.ComposerTransformer method) LowRankSolution (class in composer.algorithms.factorize.factorize_core) LRMonitor (class in composer.callbacks.lr_monitor) LRMonitorHparams (class in composer.callbacks.callback_hparams) M map_collection() (in module composer.utils.iter_helpers) map_pillow_function() (in module composer.algorithms.utils.augmentation_common) Marker (class in composer.profiler.marker) marker() (composer.profiler.profiler.Profiler method) match() (composer.algorithms.agc.agc.AGC method) (composer.algorithms.blurpool.blurpool.BlurPool method) (composer.algorithms.cutmix.cutmix.CutMix method) (composer.algorithms.cutout.cutout.CutOut method) (composer.algorithms.factorize.factorize.Factorize method) (composer.algorithms.ghost_batchnorm.ghost_batchnorm.GhostBatchNorm method) (composer.algorithms.layer_freezing.layer_freezing.LayerFreezing method) (composer.algorithms.progressive_resizing.progressive_resizing.ProgressiveResizing method) (composer.algorithms.scale_schedule.scale_schedule.ScaleSchedule method) (composer.algorithms.squeeze_excite.squeeze_excite.SqueezeExcite method) (composer.algorithms.stochastic_depth.stochastic_depth.StochasticDepth method) (composer.core.algorithm.Algorithm method) max_allowed_latent_channels() (composer.algorithms.factorize.factorize_modules.FactorizedLinear static method) max_allowed_latent_features() (composer.algorithms.factorize.factorize_modules.FactorizedConv2d static method) max_duration (composer.core.state.State property) MAX_SEED (in module composer.utils.reproducibility) MemoryFormat (class in composer.core.types) MemoryMonitor (class in composer.callbacks.memory_monitor) MemoryMonitorHparams (class in composer.callbacks.callback_hparams) merge_traces() (in module composer.profiler.json_trace_merger) metrics() (composer.models.base.ComposerModel method) MixUp (class in composer.algorithms.mixup.mixup) mixup_batch() (in module composer.algorithms.mixup.mixup) MixUpHparams (class in composer.algorithms.hparams) MLPerfCallback (class in composer.callbacks.mlperf) MLPerfCallbackHparams (class in composer.callbacks.callback_hparams) MNIST_Classifier (class in composer.models.classify_mnist.model) MnistClassifierHparams (class in composer.models.classify_mnist.mnist_hparams) MNISTDatasetHparams (class in composer.datasets.mnist) MNISTWebDatasetHparams (class in composer.datasets.mnist) Model (class in composer.models.classify_mnist.model) ModelHparams (class in composer.models.model_hparams) module composer.algorithms composer.algorithms.agc composer.algorithms.agc.agc composer.algorithms.algorithm_hparams composer.algorithms.algorithm_registry composer.algorithms.alibi composer.algorithms.alibi.alibi composer.algorithms.augmix composer.algorithms.augmix.augmix composer.algorithms.blurpool composer.algorithms.blurpool.blurpool composer.algorithms.blurpool.blurpool_layers composer.algorithms.channels_last composer.algorithms.channels_last.channels_last composer.algorithms.colout composer.algorithms.colout.colout composer.algorithms.cutmix composer.algorithms.cutmix.cutmix composer.algorithms.cutout composer.algorithms.cutout.cutout composer.algorithms.ema composer.algorithms.ema.ema composer.algorithms.factorize composer.algorithms.factorize.factorize composer.algorithms.factorize.factorize_core composer.algorithms.factorize.factorize_modules composer.algorithms.ghost_batchnorm composer.algorithms.ghost_batchnorm.ghost_batchnorm composer.algorithms.hparams composer.algorithms.label_smoothing composer.algorithms.label_smoothing.label_smoothing composer.algorithms.layer_freezing composer.algorithms.layer_freezing.layer_freezing composer.algorithms.mixup composer.algorithms.mixup.mixup composer.algorithms.no_op_model composer.algorithms.no_op_model.no_op_model composer.algorithms.progressive_resizing composer.algorithms.progressive_resizing.progressive_resizing composer.algorithms.randaugment composer.algorithms.randaugment.randaugment composer.algorithms.sam composer.algorithms.sam.sam composer.algorithms.scale_schedule composer.algorithms.scale_schedule.scale_schedule composer.algorithms.selective_backprop composer.algorithms.selective_backprop.selective_backprop composer.algorithms.seq_length_warmup composer.algorithms.seq_length_warmup.seq_length_warmup composer.algorithms.squeeze_excite composer.algorithms.squeeze_excite.squeeze_excite composer.algorithms.stochastic_depth composer.algorithms.stochastic_depth.sample_stochastic_layers composer.algorithms.stochastic_depth.stochastic_depth composer.algorithms.stochastic_depth.stochastic_layers composer.algorithms.swa composer.algorithms.swa.swa composer.algorithms.utils composer.algorithms.utils.augmentation_common composer.algorithms.utils.augmentation_primitives composer.algorithms.warnings composer.callbacks composer.callbacks.callback_hparams composer.callbacks.checkpoint_saver composer.callbacks.grad_monitor composer.callbacks.lr_monitor composer.callbacks.memory_monitor composer.callbacks.mlperf composer.callbacks.speed_monitor composer.core composer.core.algorithm composer.core.callback composer.core.data_spec composer.core.engine composer.core.evaluator composer.core.event composer.core.precision composer.core.serializable composer.core.state composer.core.time composer.core.types composer.datasets composer.datasets.ade20k composer.datasets.brats composer.datasets.c4 composer.datasets.cifar composer.datasets.coco composer.datasets.dataloader composer.datasets.dataset_registry composer.datasets.evaluator composer.datasets.ffcv_utils composer.datasets.glue composer.datasets.hparams composer.datasets.imagenet composer.datasets.lm_datasets composer.datasets.mnist composer.datasets.synthetic composer.datasets.synthetic_lm composer.datasets.utils composer.datasets.webdataset_utils composer.functional composer.loggers composer.loggers.file_logger composer.loggers.in_memory_logger composer.loggers.logger composer.loggers.logger_destination composer.loggers.logger_hparams composer.loggers.object_store_logger composer.loggers.progress_bar_logger composer.loggers.wandb_logger composer.models composer.models.base composer.models.bert composer.models.bert.bert_hparams composer.models.bert.model composer.models.classify_mnist composer.models.classify_mnist.mnist_hparams composer.models.classify_mnist.model composer.models.deeplabv3 composer.models.deeplabv3.deeplabv3 composer.models.deeplabv3.deeplabv3_hparams composer.models.efficientnetb0 composer.models.efficientnetb0.efficientnetb0_hparams composer.models.efficientnetb0.efficientnets composer.models.efficientnetb0.model composer.models.gpt2 composer.models.gpt2.gpt2_hparams composer.models.gpt2.model composer.models.initializers composer.models.model_hparams composer.models.resnet composer.models.resnet.model composer.models.resnet.resnet_hparams composer.models.resnet_cifar composer.models.resnet_cifar.model composer.models.resnet_cifar.resnet_cifar_hparams composer.models.resnet_cifar.resnets composer.models.ssd composer.models.ssd.base_model composer.models.ssd.ssd composer.models.ssd.ssd300 composer.models.ssd.ssd_hparams composer.models.ssd.utils composer.models.tasks composer.models.tasks.classification composer.models.timm composer.models.timm.model composer.models.timm.timm_hparams composer.models.transformer_hparams composer.models.transformer_shared composer.models.unet composer.models.unet.model composer.models.unet.unet composer.models.unet.unet_hparams composer.models.vit_small_patch16 composer.models.vit_small_patch16.hparams composer.models.vit_small_patch16.model composer.optim composer.optim.decoupled_weight_decay composer.optim.optimizer_hparams composer.optim.scheduler composer.optim.scheduler_hparams composer.profiler composer.profiler.dataloader_profiler composer.profiler.json_trace_handler composer.profiler.json_trace_merger composer.profiler.marker composer.profiler.profiler composer.profiler.profiler_action composer.profiler.profiler_hparams composer.profiler.profiler_schedule composer.profiler.system_profiler composer.profiler.torch_profiler composer.profiler.trace_handler composer.trainer composer.trainer.ddp composer.trainer.devices composer.trainer.devices.device composer.trainer.devices.device_cpu composer.trainer.devices.device_gpu composer.trainer.devices.device_hparams composer.trainer.trainer composer.trainer.trainer_hparams composer.utils composer.utils.checkpoint composer.utils.collect_env composer.utils.dist composer.utils.file_helpers composer.utils.import_helpers composer.utils.iter_helpers composer.utils.module_surgery composer.utils.object_store composer.utils.reproducibility composer.utils.string_enum module_to_device() (composer.trainer.devices.device.Device method) most_recent_timestamps (composer.loggers.in_memory_logger.InMemoryLogger attribute) most_recent_values (composer.loggers.in_memory_logger.InMemoryLogger attribute) MULTI_AUTO_SYNC (composer.trainer.ddp.DDPSyncStrategy attribute) MultiStepScheduler (class in composer.optim.scheduler) MultiStepSchedulerHparams (class in composer.optim.scheduler_hparams) MultiStepWithWarmupScheduler (class in composer.optim.scheduler) MultiStepWithWarmupSchedulerHparams (class in composer.optim.scheduler_hparams) N NoEffectWarning NoOpModel (class in composer.algorithms.no_op_model.no_op_model) NoOpModelClass (class in composer.algorithms.no_op_model.no_op_model) NoOpModelHparams (class in composer.algorithms.hparams) NormalizationFn (class in composer.datasets.utils) NotIntendedUseWarning num_workers (composer.core.types.DataLoader attribute) O ObjectStore (class in composer.utils.object_store) ObjectStoreHparams (class in composer.utils.object_store) ObjectStoreLogger (class in composer.loggers.object_store_logger) ObjectStoreLoggerHparams (class in composer.loggers.logger_hparams) on_batch_complete() (composer.core.time.Timer method) on_epoch_complete() (composer.core.time.Timer method) optimizer_to_device() (composer.trainer.devices.device.Device method) OptimizerHparams (class in composer.optim.optimizer_hparams) order (composer.core.engine.Trace attribute) out_channels (composer.algorithms.factorize.factorize_modules.FactorizedConv2d property) out_features (composer.algorithms.factorize.factorize_modules.FactorizedLinear property) outputs (composer.core.state.State attribute) P PadToSize (class in composer.datasets.ade20k) PhotometricDistoration (class in composer.datasets.ade20k) pil_image_collate() (in module composer.datasets.utils) pin_memory (composer.core.types.DataLoader attribute) PolynomialScheduler (class in composer.optim.scheduler) PolynomialSchedulerHparams (class in composer.optim.scheduler_hparams) post_close() (composer.core.callback.Callback method) posterize() (in module composer.algorithms.utils.augmentation_primitives) Precision (class in composer.core.precision) precision (composer.core.state.State property) precision_context() (composer.trainer.devices.device.Device method) prefetch_factor (composer.core.types.DataLoader attribute) PRESERVE_FORMAT (composer.core.types.MemoryFormat attribute) print_env() (in module composer.utils.collect_env) process_chrome_json_trace_file() (composer.profiler.trace_handler.TraceHandler method) process_counter_event() (composer.profiler.trace_handler.TraceHandler method) process_duration_event() (composer.profiler.trace_handler.TraceHandler method) process_instant_event() (composer.profiler.trace_handler.TraceHandler method) Profiler (class in composer.profiler.profiler) profiler_scheduler_registry (in module composer.profiler.profiler_hparams) ProfilerAction (class in composer.profiler.profiler_action) ProfileScheduleHparams (class in composer.profiler.profiler_hparams) ProgressBarLogger (class in composer.loggers.progress_bar_logger) ProgressBarLoggerHparams (class in composer.loggers.logger_hparams) ProgressiveResizing (class in composer.algorithms.progressive_resizing.progressive_resizing) ProgressiveResizingHparams (class in composer.algorithms.hparams) provider_name (composer.utils.object_store.ObjectStore property) PyTorchScheduler (in module composer.core.types) R RAdamHparams (class in composer.optim.optimizer_hparams) RandAugment (class in composer.algorithms.randaugment.randaugment) randaugment_image() (in module composer.algorithms.randaugment.randaugment) RandAugmentHparams (class in composer.algorithms.hparams) RandAugmentTransform (class in composer.algorithms.randaugment.randaugment) RandomCropPair (class in composer.datasets.ade20k) RandomHFlipPair (class in composer.datasets.ade20k) RandomResizePair (class in composer.datasets.ade20k) record_chrome_json_trace_file() (composer.profiler.profiler.Profiler method) replace_module_classes() (in module composer.utils.module_surgery) replace_params_in_optimizer() (in module composer.utils.module_surgery) ReplacementFunction (in module composer.utils.module_surgery) reset() (composer.core.time.Timer method) resize_batch() (in module composer.algorithms.progressive_resizing.progressive_resizing) ResNet9 (class in composer.models.resnet_cifar.resnets) ResNetCIFAR (class in composer.models.resnet_cifar.resnets) ResNetCIFAR.Block (class in composer.models.resnet_cifar.resnets) ResNetCIFARHparams (class in composer.models.resnet_cifar.resnet_cifar_hparams) ResNetHparams (class in composer.models.resnet.resnet_hparams) RMSpropHparams (class in composer.optim.optimizer_hparams) rotate() (in module composer.algorithms.utils.augmentation_primitives) run (composer.core.engine.Trace attribute) run_event() (composer.core.callback.Callback method) (composer.core.engine.Engine method) run_name (composer.loggers.logger.Logger attribute) S SAM (class in composer.algorithms.sam.sam) SAMHparams (class in composer.algorithms.hparams) SAMOptimizer (class in composer.algorithms.sam.sam) sample (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) SAMPLE (composer.core.time.TimeUnit attribute) sample_in_epoch (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) sampler (composer.core.types.DataLoader attribute) SampleStochasticBottleneck (class in composer.algorithms.stochastic_depth.sample_stochastic_layers) save_checkpoint() (composer.trainer.trainer.Trainer method) (in module composer.utils.checkpoint) saved_checkpoints (composer.callbacks.checkpoint_saver.CheckpointSaver attribute) (composer.trainer.trainer.Trainer property) saved_traces (composer.profiler.json_trace_handler.JSONTraceHandler attribute) (composer.profiler.torch_profiler.TorchProfiler attribute) scale_back_batch() (composer.models.ssd.utils.Encoder method) ScaleSchedule (class in composer.algorithms.scale_schedule.scale_schedule) ScaleScheduleHparams (class in composer.algorithms.hparams) SchedulerHparams (class in composer.optim.scheduler_hparams) seed (composer.core.state.State property) seed_all() (in module composer.utils.reproducibility) select_using_loss() (in module composer.algorithms.selective_backprop.selective_backprop) SelectiveBackprop (class in composer.algorithms.selective_backprop.selective_backprop) SelectiveBackpropHparams (class in composer.algorithms.hparams) SEPARABLE (composer.datasets.synthetic.SyntheticDataType attribute) SeqLengthWarmup (class in composer.algorithms.seq_length_warmup.seq_length_warmup) SeqLengthWarmupHparams (class in composer.algorithms.hparams) Serializable (class in composer.core.serializable) serialized_attributes (composer.core.state.State attribute) set_batch_sequence_length() (in module composer.algorithms.seq_length_warmup.seq_length_warmup) SGDHparams (class in composer.optim.optimizer_hparams) sgdw() (composer.optim.decoupled_weight_decay.DecoupledSGDW static method) ShadowModel (class in composer.algorithms.ema.ema) sharpness() (in module composer.algorithms.utils.augmentation_primitives) sharpness_original() (in module composer.algorithms.utils.augmentation_primitives) shear_x() (in module composer.algorithms.utils.augmentation_primitives) shear_y() (in module composer.algorithms.utils.augmentation_primitives) should_selective_backprop() (in module composer.algorithms.selective_backprop.selective_backprop) SINGLE_AUTO_SYNC (composer.trainer.ddp.DDPSyncStrategy attribute) SKIP (composer.profiler.profiler_action.ProfilerAction attribute) smooth_labels() (in module composer.algorithms.label_smoothing.label_smoothing) solarize() (in module composer.algorithms.utils.augmentation_primitives) SpeedMonitor (class in composer.callbacks.speed_monitor) SpeedMonitorHparams (class in composer.callbacks.callback_hparams) SqueezeExcite (class in composer.algorithms.squeeze_excite.squeeze_excite) SqueezeExcite2d (class in composer.algorithms.squeeze_excite.squeeze_excite) SqueezeExciteConv2d (class in composer.algorithms.squeeze_excite.squeeze_excite) SqueezeExciteHparams (class in composer.algorithms.hparams) SSD (class in composer.models.ssd.ssd) SSD300 (class in composer.models.ssd.ssd300) SSDCropping (class in composer.models.ssd.utils) SSDHparams (class in composer.models.ssd.ssd_hparams) SSDTransformer (class in composer.models.ssd.utils) start() (composer.profiler.marker.Marker method) State (class in composer.core.state) state (composer.trainer.trainer.Trainer attribute) state_dict() (composer.callbacks.speed_monitor.SpeedMonitor method) (composer.core.serializable.Serializable method) (composer.core.state.State method) step() (composer.optim.decoupled_weight_decay.DecoupledAdamW method) (composer.optim.decoupled_weight_decay.DecoupledSGDW method) steps_per_epoch (composer.core.state.State property) StepScheduler (class in composer.optim.scheduler) StepSchedulerHparams (class in composer.optim.scheduler_hparams) StochasticBottleneck (class in composer.algorithms.stochastic_depth.stochastic_layers) StochasticDepth (class in composer.algorithms.stochastic_depth.stochastic_depth) StochasticDepthHparams (class in composer.algorithms.hparams) StringEnum (class in composer.utils.string_enum) SWA (class in composer.algorithms.swa.swa) SWAHparams (class in composer.algorithms.hparams) symlink_artifact() (composer.loggers.logger.Logger method) synthetic_hf_dataset_builder() (in module composer.datasets.synthetic_lm) SyntheticBatchPairDataset (class in composer.datasets.synthetic) SyntheticDataLabelType (class in composer.datasets.synthetic) SyntheticDataType (class in composer.datasets.synthetic) SyntheticHparamsMixin (class in composer.datasets.hparams) SyntheticPILDataset (class in composer.datasets.synthetic) SyntheticTokenizerParams (class in composer.datasets.synthetic_lm) SystemProfiler (class in composer.profiler.system_profiler) T tensor_to_device() (composer.trainer.devices.device.Device method) Time (class in composer.core.time) timeout (composer.core.types.DataLoader attribute) Timer (class in composer.core.time) timer (composer.core.state.State attribute) Timestamp (class in composer.core.time) TimeUnit (class in composer.core.time) Timm (class in composer.models.timm.model) TimmHparams (class in composer.models.timm.timm_hparams) TinyImagenet200WebDatasetHparams (class in composer.datasets.imagenet) to_timestring() (composer.core.time.Time method) token (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) TOKEN (composer.core.time.TimeUnit attribute) token_in_epoch (composer.core.time.Timer property) (composer.core.time.Timestamp attribute) TorchProfiler (class in composer.profiler.torch_profiler) Trace (class in composer.core.engine) trace_handler_registry (in module composer.profiler.profiler_hparams) trace_handlers (composer.profiler.profiler.Profiler property) TraceHandler (class in composer.profiler.trace_handler) TraceHandlerHparams (class in composer.profiler.profiler_hparams) Traces (in module composer.core.engine) Trainer (class in composer.trainer.trainer) TrainerHparams (class in composer.trainer.trainer_hparams) TransformerHparams (class in composer.models.transformer_hparams) translate_x() (in module composer.algorithms.utils.augmentation_primitives) translate_y() (in module composer.algorithms.utils.augmentation_primitives) U UNet (class in composer.models.unet.model) (class in composer.models.unet.unet) UnetHparams (class in composer.models.unet.unet_hparams) unit (composer.core.time.Time property) unwrap_data_loader() (in module composer.datasets.dataloader) update_params_in_optimizer() (in module composer.utils.module_surgery) upload_object() (composer.utils.object_store.ObjectStore method) upload_object_via_stream() (composer.utils.object_store.ObjectStore method) V validate() (composer.datasets.ade20k.ADE20kDatasetHparams method) (composer.datasets.ade20k.ADE20kWebDatasetHparams method) (composer.datasets.c4.C4DatasetHparams method) (composer.datasets.glue.GLUEHparams method) (composer.datasets.lm_datasets.LMDatasetHparams method) (composer.models.base.ComposerModel method) (composer.models.bert.model.BERTModel method) (composer.models.transformer_shared.ComposerTransformer method) value (composer.core.time.Time property) ViTSmallPatch16 (class in composer.models.vit_small_patch16.model) ViTSmallPatch16Hparams (class in composer.models.vit_small_patch16.hparams) W WandBLogger (class in composer.loggers.wandb_logger) WandBLoggerHparams (class in composer.loggers.logger_hparams) WARMUP (composer.profiler.profiler_action.ProfilerAction attribute) WebDatasetHparams (class in composer.datasets.hparams) WrappedDataLoader (class in composer.datasets.dataloader) write() (composer.loggers.file_logger.FileLogger method) write_ffcv_dataset() (in module composer.datasets.ffcv_utils)