HogwildTrainer_Deprecated.Config

Component: HogwildTrainer_Deprecated

class HogwildTrainer_Deprecated.Config

Bases: ConfigBase

All Attributes (including base classes)

real_trainer: Trainer.Config = Trainer.Config()

num_workers: int = 1

Default JSON

{
    "real_trainer": {
        "epochs": 10,
        "early_stop_after": 0,
        "max_clip_norm": null,
        "report_train_metrics": true,
        "target_time_limit_seconds": null,
        "do_eval": true,
        "load_best_model_after_train": true,
        "num_samples_to_log_progress": 1000,
        "num_accumulated_batches": 1,
        "num_batches_per_epoch": null,
        "optimizer": {
            "Adam": {
                "lr": 0.001,
                "weight_decay": 1e-05,
                "eps": 1e-08
            }
        },
        "scheduler": null,
        "sparsifier": null,
        "fp16_args": {
            "FP16OptimizerFairseq": {
                "init_loss_scale": 128,
                "scale_window": null,
                "scale_tolerance": 0.0,
                "threshold_loss_scale": null,
                "min_loss_scale": 0.0001
            }
        },
        "privacy_engine": null,
        "use_tensorboard": false
    },
    "num_workers": 1
}