| { | |
| "best_global_step": 6136, | |
| "best_metric": 0.8197717070579529, | |
| "best_model_checkpoint": "bert_base_rand_5_v1_mnli/checkpoint-6136", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 13806, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.9701244235038757, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.9872, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5554763117677025, | |
| "eval_loss": 0.9291633367538452, | |
| "eval_runtime": 6.1604, | |
| "eval_samples_per_second": 1593.246, | |
| "eval_steps_per_second": 6.331, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.4962955713272095, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.891, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5991849210392257, | |
| "eval_loss": 0.874858021736145, | |
| "eval_runtime": 6.1661, | |
| "eval_samples_per_second": 1591.758, | |
| "eval_steps_per_second": 6.325, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.5300061702728271, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.8134, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6161996943453897, | |
| "eval_loss": 0.8477750420570374, | |
| "eval_runtime": 6.1433, | |
| "eval_samples_per_second": 1597.671, | |
| "eval_steps_per_second": 6.348, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.027043104171753, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.7398, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6413652572592969, | |
| "eval_loss": 0.8197717070579529, | |
| "eval_runtime": 6.165, | |
| "eval_samples_per_second": 1592.04, | |
| "eval_steps_per_second": 6.326, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.2500391006469727, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.6672, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6495160468670402, | |
| "eval_loss": 0.8426722288131714, | |
| "eval_runtime": 6.1491, | |
| "eval_samples_per_second": 1596.169, | |
| "eval_steps_per_second": 6.342, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 2.5848565101623535, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.5962, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6585838003056547, | |
| "eval_loss": 0.8499076962471008, | |
| "eval_runtime": 6.1433, | |
| "eval_samples_per_second": 1597.678, | |
| "eval_steps_per_second": 6.348, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.6250078678131104, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.5244, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6546102903718798, | |
| "eval_loss": 0.8883566856384277, | |
| "eval_runtime": 6.163, | |
| "eval_samples_per_second": 1592.569, | |
| "eval_steps_per_second": 6.328, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 3.2551000118255615, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.456, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6505348955680081, | |
| "eval_loss": 0.9953705072402954, | |
| "eval_runtime": 6.2961, | |
| "eval_samples_per_second": 1558.902, | |
| "eval_steps_per_second": 6.194, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 3.5964415073394775, | |
| "learning_rate": 4.1e-05, | |
| "loss": 0.3923, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.650127356087621, | |
| "eval_loss": 1.0533967018127441, | |
| "eval_runtime": 6.1447, | |
| "eval_samples_per_second": 1597.314, | |
| "eval_steps_per_second": 6.347, | |
| "step": 13806 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "step": 13806, | |
| "total_flos": 4.6496324415879475e+17, | |
| "train_loss": 0.6741655204117548, | |
| "train_runtime": 5736.554, | |
| "train_samples_per_second": 3422.804, | |
| "train_steps_per_second": 13.37 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 76700, | |
| "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": 4.6496324415879475e+17, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |