| { | |
| "best_global_step": 820, | |
| "best_metric": 0.625216543674469, | |
| "best_model_checkpoint": "bert_base_rand_10_v1_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": 2.0741770267486572, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6627, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6258466044298004, | |
| "eval_loss": 0.6420552730560303, | |
| "eval_runtime": 3.4441, | |
| "eval_samples_per_second": 1586.194, | |
| "eval_steps_per_second": 6.388, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.8706566095352173, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6209, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6447007138934652, | |
| "eval_loss": 0.625216543674469, | |
| "eval_runtime": 3.4085, | |
| "eval_samples_per_second": 1602.769, | |
| "eval_steps_per_second": 6.454, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.08432936668396, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5518, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6317041918359876, | |
| "eval_loss": 0.6554394364356995, | |
| "eval_runtime": 3.4155, | |
| "eval_samples_per_second": 1599.462, | |
| "eval_steps_per_second": 6.441, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 4.187309741973877, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4506, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6507413509060955, | |
| "eval_loss": 0.6905505061149597, | |
| "eval_runtime": 3.4294, | |
| "eval_samples_per_second": 1593.007, | |
| "eval_steps_per_second": 6.415, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 5.3735127449035645, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3408, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6582463847702728, | |
| "eval_loss": 0.7889552712440491, | |
| "eval_runtime": 3.4217, | |
| "eval_samples_per_second": 1596.586, | |
| "eval_steps_per_second": 6.43, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 6.6949076652526855, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2419, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6496430532674354, | |
| "eval_loss": 0.9268649816513062, | |
| "eval_runtime": 3.4156, | |
| "eval_samples_per_second": 1599.444, | |
| "eval_steps_per_second": 6.441, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 11.023075103759766, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1725, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6489108548416621, | |
| "eval_loss": 1.1216825246810913, | |
| "eval_runtime": 3.43, | |
| "eval_samples_per_second": 1592.703, | |
| "eval_steps_per_second": 6.414, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 2870, | |
| "total_flos": 9.645664445050368e+16, | |
| "train_loss": 0.43446183686472395, | |
| "train_runtime": 1216.0331, | |
| "train_samples_per_second": 4306.749, | |
| "train_steps_per_second": 16.858 | |
| } | |
| ], | |
| "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 | |
| } | |