| { | |
| "best_global_step": 20, | |
| "best_metric": 0.7080254554748535, | |
| "best_model_checkpoint": "bert_base_km_50_v2_rte/checkpoint-20", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 70, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.3552422523498535, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.7063, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.49097472924187724, | |
| "eval_loss": 0.7112971544265747, | |
| "eval_runtime": 0.1885, | |
| "eval_samples_per_second": 1469.814, | |
| "eval_steps_per_second": 10.612, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.8892113566398621, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6591, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5342960288808665, | |
| "eval_loss": 0.7080254554748535, | |
| "eval_runtime": 0.1969, | |
| "eval_samples_per_second": 1407.13, | |
| "eval_steps_per_second": 10.16, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.0309181213378906, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.618, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5018050541516246, | |
| "eval_loss": 0.7251981496810913, | |
| "eval_runtime": 0.2062, | |
| "eval_samples_per_second": 1343.548, | |
| "eval_steps_per_second": 9.701, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.105635643005371, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.5474, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.516245487364621, | |
| "eval_loss": 0.7643619775772095, | |
| "eval_runtime": 0.2054, | |
| "eval_samples_per_second": 1348.411, | |
| "eval_steps_per_second": 9.736, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 1.6433978080749512, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4529, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.5270758122743683, | |
| "eval_loss": 0.865513801574707, | |
| "eval_runtime": 0.2028, | |
| "eval_samples_per_second": 1365.882, | |
| "eval_steps_per_second": 9.862, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.9883702993392944, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.3237, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.4981949458483754, | |
| "eval_loss": 1.0289877653121948, | |
| "eval_runtime": 0.196, | |
| "eval_samples_per_second": 1413.294, | |
| "eval_steps_per_second": 10.204, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 3.0816502571105957, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.2168, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.4981949458483754, | |
| "eval_loss": 1.3162751197814941, | |
| "eval_runtime": 0.1965, | |
| "eval_samples_per_second": 1409.347, | |
| "eval_steps_per_second": 10.176, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 70, | |
| "total_flos": 2293012847462400.0, | |
| "train_loss": 0.5034336362566266, | |
| "train_runtime": 44.046, | |
| "train_samples_per_second": 2826.591, | |
| "train_steps_per_second": 11.352 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 500, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 5 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2293012847462400.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |