HogwildTrainer.ConfigΒΆ
Component: HogwildTrainer
-
class
HogwildTrainer.
Config
[source] Bases:
ConfigBase
All Attributes (including base classes)
- real_trainer: TaskTrainer.Config = TaskTrainer.Config()
- num_workers: int =
1
Default JSON
{
"real_trainer": {
"TaskTrainer": {
"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
}