| { | |
| "best_global_step": 1230, | |
| "best_metric": 0.6493877172470093, | |
| "best_model_checkpoint": "tiny_bert_km_20_v2_qnli/checkpoint-1230", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 3280, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.4939783811569214, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6674, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6101043382756727, | |
| "eval_loss": 0.6505669951438904, | |
| "eval_runtime": 1.5942, | |
| "eval_samples_per_second": 3426.757, | |
| "eval_steps_per_second": 13.8, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.4395766258239746, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6407, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6229178107267069, | |
| "eval_loss": 0.6511477828025818, | |
| "eval_runtime": 1.5588, | |
| "eval_samples_per_second": 3504.55, | |
| "eval_steps_per_second": 14.113, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 2.3813982009887695, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5998, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6278601501006773, | |
| "eval_loss": 0.6493877172470093, | |
| "eval_runtime": 1.5636, | |
| "eval_samples_per_second": 3493.938, | |
| "eval_steps_per_second": 14.07, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 3.805351495742798, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.5319, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6154127768625297, | |
| "eval_loss": 0.713868260383606, | |
| "eval_runtime": 1.5488, | |
| "eval_samples_per_second": 3527.196, | |
| "eval_steps_per_second": 14.204, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 4.113601207733154, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4555, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6117517847336629, | |
| "eval_loss": 0.7634970545768738, | |
| "eval_runtime": 1.5627, | |
| "eval_samples_per_second": 3495.976, | |
| "eval_steps_per_second": 14.079, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 4.7467193603515625, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.3843, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6071755445725792, | |
| "eval_loss": 0.9000422954559326, | |
| "eval_runtime": 1.5653, | |
| "eval_samples_per_second": 3490.163, | |
| "eval_steps_per_second": 14.055, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 5.9497246742248535, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.3163, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.604978949295259, | |
| "eval_loss": 1.075139045715332, | |
| "eval_runtime": 1.5751, | |
| "eval_samples_per_second": 3468.419, | |
| "eval_steps_per_second": 13.968, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 4.651660442352295, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.2599, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6077246933919092, | |
| "eval_loss": 1.129774808883667, | |
| "eval_runtime": 1.5511, | |
| "eval_samples_per_second": 3521.95, | |
| "eval_steps_per_second": 14.183, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 3280, | |
| "total_flos": 2.197388993748173e+16, | |
| "train_loss": 0.4819710405861459, | |
| "train_runtime": 453.5458, | |
| "train_samples_per_second": 11547.124, | |
| "train_steps_per_second": 45.199 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 20500, | |
| "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": 2.197388993748173e+16, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |