| { | |
| "best_global_step": 20, | |
| "best_metric": 0.6876339912414551, | |
| "best_model_checkpoint": "tiny_bert_rand_10_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": 1.0655142068862915, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.7006, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.4981949458483754, | |
| "eval_loss": 0.691949188709259, | |
| "eval_runtime": 0.0958, | |
| "eval_samples_per_second": 2892.127, | |
| "eval_steps_per_second": 20.882, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.6061921715736389, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6849, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5667870036101083, | |
| "eval_loss": 0.6876339912414551, | |
| "eval_runtime": 0.1099, | |
| "eval_samples_per_second": 2520.758, | |
| "eval_steps_per_second": 18.2, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.5455423593521118, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.6632, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5379061371841155, | |
| "eval_loss": 0.7043308019638062, | |
| "eval_runtime": 0.0936, | |
| "eval_samples_per_second": 2960.592, | |
| "eval_steps_per_second": 21.376, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.3710823059082031, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.6264, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.5415162454873647, | |
| "eval_loss": 0.7576820850372314, | |
| "eval_runtime": 0.1029, | |
| "eval_samples_per_second": 2690.736, | |
| "eval_steps_per_second": 19.428, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 1.348634958267212, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.5716, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.5415162454873647, | |
| "eval_loss": 0.8213313817977905, | |
| "eval_runtime": 0.0952, | |
| "eval_samples_per_second": 2908.657, | |
| "eval_steps_per_second": 21.001, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 2.3401124477386475, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.5151, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.5270758122743683, | |
| "eval_loss": 0.8917742967605591, | |
| "eval_runtime": 0.1044, | |
| "eval_samples_per_second": 2653.816, | |
| "eval_steps_per_second": 19.161, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.4810631275177, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.4083, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.4981949458483754, | |
| "eval_loss": 1.0408666133880615, | |
| "eval_runtime": 0.1039, | |
| "eval_samples_per_second": 2666.797, | |
| "eval_steps_per_second": 19.255, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 70, | |
| "total_flos": 457076966492160.0, | |
| "train_loss": 0.5957424640655518, | |
| "train_runtime": 15.6236, | |
| "train_samples_per_second": 7968.708, | |
| "train_steps_per_second": 32.003 | |
| } | |
| ], | |
| "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": 457076966492160.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |