| { |
| "best_global_step": 10, |
| "best_metric": 0.6917728781700134, |
| "best_model_checkpoint": "tiny_bert_rand_10_v1_rte/checkpoint-10", |
| "epoch": 6.0, |
| "eval_steps": 500, |
| "global_step": 60, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.118343472480774, |
| "learning_rate": 4.9e-05, |
| "loss": 0.7007, |
| "step": 10 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.516245487364621, |
| "eval_loss": 0.6917728781700134, |
| "eval_runtime": 0.1044, |
| "eval_samples_per_second": 2653.931, |
| "eval_steps_per_second": 19.162, |
| "step": 10 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.4658519923686981, |
| "learning_rate": 4.8e-05, |
| "loss": 0.6835, |
| "step": 20 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.5595667870036101, |
| "eval_loss": 0.6919773817062378, |
| "eval_runtime": 0.1027, |
| "eval_samples_per_second": 2698.116, |
| "eval_steps_per_second": 19.481, |
| "step": 20 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.5628891587257385, |
| "learning_rate": 4.7e-05, |
| "loss": 0.6616, |
| "step": 30 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.5740072202166066, |
| "eval_loss": 0.7088081240653992, |
| "eval_runtime": 0.1004, |
| "eval_samples_per_second": 2759.129, |
| "eval_steps_per_second": 19.922, |
| "step": 30 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 2.0160233974456787, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.6219, |
| "step": 40 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.5523465703971119, |
| "eval_loss": 0.7802593111991882, |
| "eval_runtime": 0.1098, |
| "eval_samples_per_second": 2522.629, |
| "eval_steps_per_second": 18.214, |
| "step": 40 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 1.7022738456726074, |
| "learning_rate": 4.5e-05, |
| "loss": 0.5651, |
| "step": 50 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.5379061371841155, |
| "eval_loss": 0.8309101462364197, |
| "eval_runtime": 0.1032, |
| "eval_samples_per_second": 2684.463, |
| "eval_steps_per_second": 19.382, |
| "step": 50 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 3.098724603652954, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.4986, |
| "step": 60 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.5126353790613718, |
| "eval_loss": 0.9334157109260559, |
| "eval_runtime": 0.095, |
| "eval_samples_per_second": 2914.596, |
| "eval_steps_per_second": 21.044, |
| "step": 60 |
| }, |
| { |
| "epoch": 6.0, |
| "step": 60, |
| "total_flos": 391780256993280.0, |
| "train_loss": 0.6219117085138957, |
| "train_runtime": 13.3103, |
| "train_samples_per_second": 9353.64, |
| "train_steps_per_second": 37.565 |
| } |
| ], |
| "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": 391780256993280.0, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|