| { |
| "best_global_step": 2205, |
| "best_metric": 0.8215573432280139, |
| "best_model_checkpoint": "outputs/runs/bartpho/checkpoint-2205", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2205, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.9968253968253968, |
| "grad_norm": 3.099806785583496, |
| "learning_rate": 4.999432333543028e-06, |
| "loss": 0.5217, |
| "step": 314 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5575607044846632, |
| "eval_f1": 0.5515728094561057, |
| "eval_loss": 1.320883870124817, |
| "eval_precision": 0.6356662607616385, |
| "eval_recall": 0.613408724428726, |
| "eval_runtime": 5.7255, |
| "eval_samples_per_second": 227.228, |
| "eval_steps_per_second": 7.161, |
| "step": 315 |
| }, |
| { |
| "epoch": 1.9936507936507937, |
| "grad_norm": 1.9128671884536743, |
| "learning_rate": 4.996525669931999e-06, |
| "loss": 0.3798, |
| "step": 628 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7966790565185674, |
| "eval_f1": 0.7727173370771165, |
| "eval_loss": 0.47158923745155334, |
| "eval_precision": 0.8049817216732861, |
| "eval_recall": 0.7621576186595547, |
| "eval_runtime": 5.7417, |
| "eval_samples_per_second": 226.586, |
| "eval_steps_per_second": 7.141, |
| "step": 630 |
| }, |
| { |
| "epoch": 2.9904761904761905, |
| "grad_norm": 2.9943490028381348, |
| "learning_rate": 4.991155236893945e-06, |
| "loss": 0.3319, |
| "step": 942 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.821516656824261, |
| "eval_f1": 0.8026111791478101, |
| "eval_loss": 0.4115768074989319, |
| "eval_precision": 0.8293916217775468, |
| "eval_recall": 0.7918328303886295, |
| "eval_runtime": 5.7518, |
| "eval_samples_per_second": 226.191, |
| "eval_steps_per_second": 7.128, |
| "step": 945 |
| }, |
| { |
| "epoch": 3.9873015873015873, |
| "grad_norm": 3.69238543510437, |
| "learning_rate": 4.983326334397891e-06, |
| "loss": 0.3164, |
| "step": 1256 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8272310417896968, |
| "eval_f1": 0.8089149421105615, |
| "eval_loss": 0.39312005043029785, |
| "eval_precision": 0.8362205682758683, |
| "eval_recall": 0.7978148005325525, |
| "eval_runtime": 5.7808, |
| "eval_samples_per_second": 225.054, |
| "eval_steps_per_second": 7.092, |
| "step": 1260 |
| }, |
| { |
| "epoch": 4.984126984126984, |
| "grad_norm": 20.970905303955078, |
| "learning_rate": 4.97304668862541e-06, |
| "loss": 1.1543, |
| "step": 1570 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.6326814186959392, |
| "eval_f1": 0.43821110851496803, |
| "eval_loss": 0.6246408224105835, |
| "eval_precision": 0.8027087477481067, |
| "eval_recall": 0.5281280484111368, |
| "eval_runtime": 5.7608, |
| "eval_samples_per_second": 225.837, |
| "eval_steps_per_second": 7.117, |
| "step": 1575 |
| }, |
| { |
| "epoch": 5.980952380952381, |
| "grad_norm": 7.541131019592285, |
| "learning_rate": 4.9603264443458e-06, |
| "loss": 0.7372, |
| "step": 1884 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8111994997742036, |
| "eval_f1": 0.7970220873127174, |
| "eval_loss": 0.38770145177841187, |
| "eval_precision": 0.8059464877876692, |
| "eval_recall": 0.7915295487509866, |
| "eval_runtime": 5.7788, |
| "eval_samples_per_second": 225.131, |
| "eval_steps_per_second": 7.095, |
| "step": 1890 |
| }, |
| { |
| "epoch": 6.977777777777778, |
| "grad_norm": 3.5747125148773193, |
| "learning_rate": 4.945178154904432e-06, |
| "loss": 0.3252, |
| "step": 2198 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8378782089137458, |
| "eval_f1": 0.8215573432280139, |
| "eval_loss": 0.3621535897254944, |
| "eval_precision": 0.846152402138612, |
| "eval_recall": 0.8106876687211231, |
| "eval_runtime": 5.775, |
| "eval_samples_per_second": 225.28, |
| "eval_steps_per_second": 7.1, |
| "step": 2205 |
| } |
| ], |
| "logging_steps": 314, |
| "max_steps": 31500, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 5, |
| "early_stopping_threshold": 0.0 |
| }, |
| "attributes": { |
| "early_stopping_patience_counter": 0 |
| } |
| }, |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 0.0, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|