| { | |
| "best_global_step": 820, | |
| "best_metric": 0.6276963949203491, | |
| "best_model_checkpoint": "bert_base_rand_5_v2_qnli/checkpoint-820", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 2870, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 2.4627881050109863, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6613, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6249313563975838, | |
| "eval_loss": 0.6414567828178406, | |
| "eval_runtime": 3.4899, | |
| "eval_samples_per_second": 1565.353, | |
| "eval_steps_per_second": 6.304, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.6617871522903442, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6213, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6414058209774849, | |
| "eval_loss": 0.6276963949203491, | |
| "eval_runtime": 3.4603, | |
| "eval_samples_per_second": 1578.747, | |
| "eval_steps_per_second": 6.358, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.3013253211975098, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5509, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6364634816035145, | |
| "eval_loss": 0.6465625166893005, | |
| "eval_runtime": 3.4569, | |
| "eval_samples_per_second": 1580.295, | |
| "eval_steps_per_second": 6.364, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 5.9752068519592285, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4463, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6511074501189822, | |
| "eval_loss": 0.7135743498802185, | |
| "eval_runtime": 3.4569, | |
| "eval_samples_per_second": 1580.321, | |
| "eval_steps_per_second": 6.364, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 6.846456527709961, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3322, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6624565257184697, | |
| "eval_loss": 0.7906157374382019, | |
| "eval_runtime": 3.4605, | |
| "eval_samples_per_second": 1578.654, | |
| "eval_steps_per_second": 6.357, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 8.928763389587402, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2362, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6468973091707853, | |
| "eval_loss": 0.9955342411994934, | |
| "eval_runtime": 3.4712, | |
| "eval_samples_per_second": 1573.806, | |
| "eval_steps_per_second": 6.338, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 9.10348892211914, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1685, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6545853926414058, | |
| "eval_loss": 1.0699700117111206, | |
| "eval_runtime": 3.4558, | |
| "eval_samples_per_second": 1580.809, | |
| "eval_steps_per_second": 6.366, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 2870, | |
| "total_flos": 9.645664445050368e+16, | |
| "train_loss": 0.4309434897392884, | |
| "train_runtime": 1225.0183, | |
| "train_samples_per_second": 4275.161, | |
| "train_steps_per_second": 16.734 | |
| } | |
| ], | |
| "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": 9.645664445050368e+16, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |