| { | |
| "best_global_step": 1230, | |
| "best_metric": 0.5545818209648132, | |
| "best_model_checkpoint": "bert_base_km_5_v1_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": 3.1364433765411377, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6587, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.653120995789859, | |
| "eval_loss": 0.6231846809387207, | |
| "eval_runtime": 3.4944, | |
| "eval_samples_per_second": 1563.373, | |
| "eval_steps_per_second": 6.296, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 3.362776279449463, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.5937, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7095002745744097, | |
| "eval_loss": 0.5632237792015076, | |
| "eval_runtime": 3.4737, | |
| "eval_samples_per_second": 1572.683, | |
| "eval_steps_per_second": 6.333, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 4.1579790115356445, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.4625, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7230459454512173, | |
| "eval_loss": 0.5545818209648132, | |
| "eval_runtime": 3.4852, | |
| "eval_samples_per_second": 1567.485, | |
| "eval_steps_per_second": 6.312, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 5.969952583312988, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.3374, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7349441698700347, | |
| "eval_loss": 0.6059415936470032, | |
| "eval_runtime": 3.4663, | |
| "eval_samples_per_second": 1576.053, | |
| "eval_steps_per_second": 6.347, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 5.252902507781982, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.2281, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.7358594179022515, | |
| "eval_loss": 0.6952667832374573, | |
| "eval_runtime": 3.4644, | |
| "eval_samples_per_second": 1576.908, | |
| "eval_steps_per_second": 6.35, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 9.05676555633545, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.1522, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.7316492769540546, | |
| "eval_loss": 0.8388772010803223, | |
| "eval_runtime": 3.4941, | |
| "eval_samples_per_second": 1563.513, | |
| "eval_steps_per_second": 6.296, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 11.310493469238281, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.113, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.7254255903349808, | |
| "eval_loss": 0.987945556640625, | |
| "eval_runtime": 3.4671, | |
| "eval_samples_per_second": 1575.652, | |
| "eval_steps_per_second": 6.345, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 6.990315914154053, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.0849, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.7204832509610104, | |
| "eval_loss": 1.0977376699447632, | |
| "eval_runtime": 3.4638, | |
| "eval_samples_per_second": 1577.179, | |
| "eval_steps_per_second": 6.351, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 3280, | |
| "total_flos": 1.1023616508628992e+17, | |
| "train_loss": 0.3288262250946789, | |
| "train_runtime": 1406.5934, | |
| "train_samples_per_second": 3723.286, | |
| "train_steps_per_second": 14.574 | |
| } | |
| ], | |
| "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": 1.1023616508628992e+17, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |