Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W _ __init__() (determined.estimator.EstimatorTrial method) (determined.keras.TFKerasTrial method) (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.LRScheduler method) (determined.pytorch.PyTorchTrial method) A accumulate() (determined.estimator.MetricReducer method) acknowledge_out_of_ops() (determined.core.SearcherContext method) acknowledge_preemption_signal() (determined.core.PreemptContext method) add_metadata() (determined.experimental.client.Checkpoint method) (determined.experimental.client.Model method) agent_id (determined.ClusterInfo attribute) allgather() (determined.core.DistributedContext method) allgather_local() (determined.core.DistributedContext method) allocation_id (determined.ClusterInfo attribute) archive() (determined.experimental.client.Model method) AUTO (determined.experimental.client.DownloadMode attribute) AVG (determined.pytorch.Reducer attribute) await_first_trial() (determined.experimental.client.ExperimentReference method) B backward() (determined.pytorch.PyTorchTrialContext method) BaseTransformerTrial (class in model_hub.huggingface) broadcast() (determined.core.DistributedContext method) broadcast_local() (determined.core.DistributedContext method) build_callbacks() (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.PyTorchTrial method) build_default_lr_scheduler() (in module model_hub.huggingface) build_default_optimizer() (in module model_hub.huggingface) build_estimator() (determined.estimator.EstimatorTrial method) build_model() (determined.keras.TFKerasTrial method) build_serving_input_receiver_fns() (determined.estimator.EstimatorTrial method) build_train_spec() (determined.estimator.EstimatorTrial method) build_training_data_loader() (determined.keras.TFKerasTrial method) (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.PyTorchTrial method) build_using_auto() (in module model_hub.huggingface) build_validation_data_loader() (determined.keras.TFKerasTrial method) (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.PyTorchTrial method) build_validation_spec() (determined.estimator.EstimatorTrial method) C Callback (class in determined.keras.callbacks) Checkpoint (class in determined.experimental.client) CheckpointContext (class in determined.core) Close (class in determined.searcher) cluster_id (determined.ClusterInfo attribute) ClusterInfo (class in determined) ConfigKwargs (class in model_hub.huggingface) configure_apex_amp() (determined.pytorch.PyTorchTrialContext method) configure_fit() (determined.keras.TFKerasTrialContext method) configure_profiler() (determined.pytorch.Trainer method) container_addrs (determined.ClusterInfo property) container_rank (determined.ClusterInfo property) container_slot_counts (determined.ClusterInfo property) Context (class in determined.core) Create (class in determined.searcher) create_experiment() (determined.experimental.client.Determined method) (in module determined.experimental.client) create_model() (determined.experimental.client.Determined method) (in module determined.experimental.client) CREATION_TIME (determined.experimental.client.ModelSortBy attribute) cross_slot_reduce() (determined.estimator.MetricReducer method) (determined.pytorch.MetricReducer method) current_train_batch() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) D DataLoader (class in determined.pytorch) DatasetKwargs (class in model_hub.huggingface) DeepSpeedTrial (class in determined.pytorch.deepspeed) DeepSpeedTrialContext (class in determined.pytorch.deepspeed) default_load_dataset() (in module model_hub.huggingface) default_parse_config_tokenizer_model_kwargs() (in module model_hub.huggingface) default_parse_optimizer_lr_scheduler_kwargs() (in module model_hub.huggingface) delete() (determined.core.CheckpointContext method) (determined.experimental.client.Checkpoint method) (determined.experimental.client.ExperimentReference method) (determined.experimental.client.Model method) DESCRIPTION (determined.experimental.client.ModelSortBy attribute) Determined (class in determined.experimental.client) determined.core module determined.experimental.client module determined.pytorch.samplers module DIRECT (determined.experimental.client.DownloadMode attribute) disable_auto_grad_accumulation() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) disable_auto_to_device() (determined.pytorch.PyTorchExperimentalContext method) disable_dataset_reproducibility_checks() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchExperimentalContext method) DistributedBatchSampler (class in determined.pytorch.samplers) DistributedContext (class in determined.core) DistributedSampler (class in determined.pytorch.samplers) download() (determined.core.CheckpointContext method) (determined.experimental.client.Checkpoint method) DownloadMode (class in determined.experimental.client) E EarlyStopping (class in determined.keras.callbacks) EstimatorExperimentalContext (class in determined.estimator) EstimatorTrial (class in determined.estimator) EstimatorTrialContext (class in determined.estimator) evaluate_batch() (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.PyTorchTrial method) evaluate_full_dataset() (determined.pytorch.PyTorchTrial method) evaluation_reducer() (determined.pytorch.PyTorchTrial method) ExitedReason (class in determined.searcher) experiment_id (determined.TrialInfo attribute) ExperimentReference (class in determined.experimental.client) F failures (determined.searcher.SearcherState attribute) fit() (determined.pytorch.Trainer method) from_config() (determined.estimator.EstimatorTrialContext class method) (determined.keras.TFKerasTrialContext class method) (determined.pytorch.deepspeed.DeepSpeedTrialContext class method) from_deepspeed() (determined.core.DistributedContext class method) from_horovod() (determined.core.DistributedContext class method) from_torch_distributed() (determined.core.DistributedContext class method) G gather() (determined.core.DistributedContext method) gather_local() (determined.core.DistributedContext method) GCSBackend (class in model_hub.mmdetection) get_batch_length() (determined.pytorch.PyTorchTrial method) get_checkpoint() (determined.experimental.client.Determined method) (in module determined.experimental.client) get_checkpoints() (determined.experimental.client.TrialReference method) get_cluster_info() (in module determined) get_configured_units() (determined.core.SearcherContext method) get_data_config() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_enable_tensorboard_logging() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_experiment() (determined.experimental.client.Determined method) (in module determined.experimental.client) get_experiment_best_validation() (determined.core.TrainContext method) get_experiment_config() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) get_experiment_id() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_global_batch_size() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_hparam() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_hparams() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) get_local_path() (model_hub.mmdetection.GCSBackend method) (model_hub.mmdetection.S3Backend method) get_local_rank() (determined.core.DistributedContext method) get_metadata() (determined.core.CheckpointContext method) get_model() (determined.experimental.client.Determined method) (in module determined.experimental.client) get_model_by_id() (determined.experimental.client.Determined method) get_model_labels() (determined.experimental.client.Determined method) get_models() (determined.experimental.client.Determined method) (in module determined.experimental.client) get_num_agents() (determined.core.DistributedContext method) get_per_slot_batch_size() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_pretrained_ckpt_path() (in module model_hub.mmdetection) get_rank() (determined.core.DistributedContext method) get_size() (determined.core.DistributedContext method) get_state() (determined.keras.callbacks.Callback method) get_stop_requested() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_tensorboard_path() (determined.core.TrainContext method) (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.experimental.TorchBatchProcessorContext method) (determined.pytorch.PyTorchTrialContext method) get_tensorboard_writer() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_trial() (determined.experimental.client.Determined method) (in module determined.experimental.client) get_trial_id() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) get_trials() (determined.experimental.client.ExperimentReference method) get_version() (determined.experimental.client.Model method) get_versions() (determined.experimental.client.Model method) gpu_uuids (determined.ClusterInfo property) H hparams (determined.TrialInfo attribute) I import_from_path() (in module determined) init() (in module determined.core) (in module determined.pytorch) initial_operations() (determined.searcher.SearchMethod method) is_epoch_end() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) is_epoch_start() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) K keras_callbacks() (determined.keras.TFKerasTrial method) L LAST_UPDATED_TIME (determined.experimental.client.ModelSortBy attribute) latest_checkpoint (determined.ClusterInfo property) load() (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.searcher.SearchMethod method) load_estimator_from_checkpoint_path (class in determined.estimator) load_method_state() (determined.searcher.SearchMethod method) load_model_from_checkpoint_path (class in determined.keras) load_state() (determined.keras.callbacks.Callback method) load_state_dict() (determined.pytorch.PyTorchCallback method) load_trial_from_checkpoint_path() (in module determined.pytorch) LocalSearchRunner (class in determined.searcher) login() (in module determined.experimental.client) logs() (determined.experimental.client.TrialReference method) LRScheduler (class in determined.pytorch) LRScheduler.StepMode (class in determined.pytorch) LRSchedulerKwargs (class in model_hub.huggingface) M make_metric() (determined.estimator.EstimatorTrialContext method) MANUAL_STEP (determined.pytorch.LRScheduler.StepMode attribute) MASTER (determined.experimental.client.DownloadMode attribute) master_cert_file (determined.ClusterInfo attribute) master_cert_name (determined.ClusterInfo attribute) master_url (determined.ClusterInfo attribute) MAX (determined.pytorch.Reducer attribute) MetricReducer (class in determined.estimator) (class in determined.pytorch) MIN (determined.pytorch.Reducer attribute) MMDetTrial (class in model_hub.mmdetection) Model (class in determined.experimental.client) model_hub.huggingface module model_hub.mmdetection module ModelKwargs (class in model_hub.huggingface) ModelOrderBy (class in determined.experimental.client) ModelParallelUnit (class in determined.pytorch.deepspeed) ModelSortBy (class in determined.experimental.client) module determined.core determined.experimental.client determined.pytorch.samplers model_hub.huggingface model_hub.mmdetection N NAME (determined.experimental.client.ModelSortBy attribute) O on_checkpoint_end() (determined.estimator.RunHook method) (determined.keras.callbacks.Callback method) (determined.pytorch.PyTorchCallback method) on_checkpoint_load() (determined.estimator.RunHook method) on_checkpoint_load_start() (determined.pytorch.PyTorchCallback method) on_checkpoint_save_start() (determined.pytorch.PyTorchCallback method) on_checkpoint_start() (determined.pytorch.experimental.TorchBatchProcessor method) on_checkpoint_upload_end() (determined.pytorch.PyTorchCallback method) on_checkpoint_write_end() (determined.pytorch.PyTorchCallback method) on_finish() (determined.pytorch.experimental.TorchBatchProcessor method) on_train_workload_begin() (determined.keras.callbacks.Callback method) on_train_workload_end() (determined.keras.callbacks.Callback method) on_training_epoch_end() (determined.pytorch.PyTorchCallback method) on_training_epoch_start() (determined.pytorch.PyTorchCallback method) on_training_start() (determined.pytorch.PyTorchCallback method) on_training_workload_end() (determined.pytorch.PyTorchCallback method) on_trial_close() (determined.estimator.RunHook method) on_trial_closed() (determined.searcher.SearchMethod method) on_trial_created() (determined.searcher.SearchMethod method) on_trial_exited_early() (determined.searcher.SearchMethod method) on_trial_shutdown() (determined.pytorch.PyTorchCallback method) on_trial_startup() (determined.pytorch.PyTorchCallback method) on_validation_completed() (determined.searcher.SearchMethod method) on_validation_end() (determined.pytorch.PyTorchCallback method) on_validation_epoch_end() (determined.pytorch.PyTorchCallback method) on_validation_epoch_start() (determined.pytorch.PyTorchCallback method) on_validation_start() (determined.pytorch.PyTorchCallback method) Operation (class in determined.searcher) operations() (determined.core.SearcherContext method) OptimizerKwargs (class in model_hub.huggingface) overwrite_deepspeed_config() (in module determined.pytorch.deepspeed) P per_slot_reduce() (determined.pytorch.MetricReducer method) PreemptContext (class in determined.core) PreemptMode (class in determined.core) prepare_model_for_inference() (determined.pytorch.experimental.TorchBatchProcessorContext method) process_batch() (determined.pytorch.experimental.TorchBatchProcessor method) Progress (class in determined.searcher) progress() (determined.searcher.SearchMethod method) PyTorchCallback (class in determined.pytorch) PyTorchExperimentalContext (class in determined.pytorch) PyTorchTrial (class in determined.pytorch) PyTorchTrialContext (class in determined.pytorch) R ReduceLROnPlateau (class in determined.keras.callbacks) Reducer (class in determined.pytorch) register_version() (determined.experimental.client.Model method) RemoteSearchRunner (class in determined.searcher) remove_files() (determined.experimental.client.Checkpoint method) remove_metadata() (determined.experimental.client.Checkpoint method) (determined.experimental.client.Model method) RepeatBatchSampler (class in determined.pytorch.samplers) RepeatSampler (class in determined.pytorch.samplers) report_early_exit() (determined.core.TrainContext method) report_training_metrics() (determined.core.TrainContext method) report_validation_metrics() (determined.core.TrainContext method) ReproducibleShuffleBatchSampler (class in determined.pytorch.samplers) ReproducibleShuffleSampler (class in determined.pytorch.samplers) reset() (determined.pytorch.MetricReducer method) restore_path() (determined.core.CheckpointContext method) RFC RFC 7644 run() (determined.searcher.LocalSearchRunner method) (determined.searcher.RemoteSearchRunner method) RunHook (class in determined.estimator) S S3Backend (class in model_hub.mmdetection) save() (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.searcher.SearchMethod method) save_method_state() (determined.searcher.SearchMethod method) SearcherContext (class in determined.core) SearcherMode (class in determined.core) SearcherOperation (class in determined.core) SearcherState (class in determined.searcher) SearchMethod (class in determined.searcher) select_checkpoint() (determined.experimental.client.TrialReference method) session_config() (determined.keras.TFKerasTrial method) session_token (determined.ClusterInfo attribute) set_enable_tensorboard_logging() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) set_labels() (determined.experimental.client.Model method) set_mpu() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) set_profiler() (determined.pytorch.PyTorchTrialContext method) set_status() (determined.core.TrainContext method) set_stop_requested() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.PyTorchTrialContext method) should_preempt() (determined.core.PreemptContext method) Shutdown (class in determined.searcher) SkipBatchSampler (class in determined.pytorch.samplers) SkipSampler (class in determined.pytorch.samplers) slot_ids (determined.ClusterInfo attribute) state_dict() (determined.pytorch.PyTorchCallback method) STEP_EVERY_BATCH (determined.pytorch.LRScheduler.StepMode attribute) STEP_EVERY_EPOCH (determined.pytorch.LRScheduler.StepMode attribute) STEP_EVERY_OPTIMIZER_STEP (determined.pytorch.LRScheduler.StepMode attribute) step_optimizer() (determined.pytorch.PyTorchTrialContext method) store_path() (determined.core.CheckpointContext method) stream_training_metrics() (determined.experimental.client.TrialReference method) stream_trials_training_metrics() (determined.experimental.client.Determined method) (in module determined.experimental.client) stream_trials_validation_metrics() (determined.experimental.client.Determined method) (in module determined.experimental.client) stream_validation_metrics() (determined.experimental.client.TrialReference method) SUM (determined.pytorch.Reducer attribute) T task_id (determined.ClusterInfo attribute) task_type (determined.ClusterInfo attribute) TensorBoard (class in determined.keras.callbacks) TensorboardMode (class in determined.core) TFKerasExperimentalContext (class in determined.keras) TFKerasTrial (class in determined.keras) TFKerasTrialContext (class in determined.keras) to_device() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) (determined.pytorch.experimental.TorchBatchProcessorContext method) (determined.pytorch.PyTorchTrialContext method) top_checkpoint() (determined.experimental.client.ExperimentReference method) (determined.experimental.client.TrialReference method) top_n_checkpoints() (determined.experimental.client.ExperimentReference method) torch_batch_process() (in module determined.pytorch.experimental) TorchBatchProcessor (class in determined.pytorch.experimental) TorchBatchProcessorContext (class in determined.pytorch.experimental) train_batch() (determined.pytorch.deepspeed.DeepSpeedTrial method) (determined.pytorch.PyTorchTrial method) TrainContext (class in determined.core) Trainer (class in determined.pytorch) TrainingMetrics (class in determined.experimental.client) trial (determined.ClusterInfo property) trial_context_class (determined.estimator.EstimatorTrial attribute) (determined.pytorch.deepspeed.DeepSpeedTrial attribute) (determined.pytorch.PyTorchTrial attribute) trial_controller_class (determined.pytorch.deepspeed.DeepSpeedTrial attribute) trial_id (determined.TrialInfo attribute) trial_progress (determined.searcher.SearcherState attribute) trial_seed (determined.TrialInfo attribute) TrialInfo (class in determined) TrialReference (class in determined.experimental.client) trials_closed (determined.searcher.SearcherState attribute) trials_created (determined.searcher.SearcherState attribute) U unarchive() (determined.experimental.client.Model method) UNSPECIFIED (determined.experimental.client.ModelSortBy attribute) upload() (determined.core.CheckpointContext method) upload_path() (determined.pytorch.experimental.TorchBatchProcessorContext method) upload_tensorboard_files() (determined.core.TrainContext method) use_amp() (determined.pytorch.PyTorchExperimentalContext method) user_data (determined.ClusterInfo property) V ValidateAfter (class in determined.searcher) ValidationMetrics (class in determined.experimental.client) W wait() (determined.experimental.client.ExperimentReference method) WORKSPACE (determined.experimental.client.ModelSortBy attribute) wrap_dataset() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) wrap_lr_scheduler() (determined.pytorch.PyTorchTrialContext method) wrap_model() (determined.keras.TFKerasTrialContext method) (determined.pytorch.PyTorchTrialContext method) wrap_model_engine() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) wrap_optimizer() (determined.estimator.EstimatorTrialContext method) (determined.keras.TFKerasTrialContext method) (determined.pytorch.PyTorchTrialContext method) wrap_reducer() (determined.pytorch.deepspeed.DeepSpeedTrialContext method) wrap_scaler() (determined.pytorch.PyTorchTrialContext method) write_metadata_file() (determined.experimental.client.Checkpoint method)
