| { | |
| "best_global_step": 264, | |
| "best_metric": 0.42540276050567627, | |
| "best_model_checkpoint": "bert_base_km_10_v2_sst2/checkpoint-264", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1584, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 9.303242683410645, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.4107, | |
| "step": 264 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8107798165137615, | |
| "eval_loss": 0.42540276050567627, | |
| "eval_runtime": 0.5679, | |
| "eval_samples_per_second": 1535.37, | |
| "eval_steps_per_second": 7.043, | |
| "step": 264 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 8.910004615783691, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.2276, | |
| "step": 528 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7958715596330275, | |
| "eval_loss": 0.5113568305969238, | |
| "eval_runtime": 0.5789, | |
| "eval_samples_per_second": 1506.374, | |
| "eval_steps_per_second": 6.91, | |
| "step": 528 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 5.878065586090088, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.1649, | |
| "step": 792 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7935779816513762, | |
| "eval_loss": 0.5798671245574951, | |
| "eval_runtime": 0.5591, | |
| "eval_samples_per_second": 1559.586, | |
| "eval_steps_per_second": 7.154, | |
| "step": 792 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 5.366719722747803, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.1222, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8142201834862385, | |
| "eval_loss": 0.6137495636940002, | |
| "eval_runtime": 0.565, | |
| "eval_samples_per_second": 1543.303, | |
| "eval_steps_per_second": 7.079, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.174738645553589, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.0908, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8004587155963303, | |
| "eval_loss": 0.7026001811027527, | |
| "eval_runtime": 0.5804, | |
| "eval_samples_per_second": 1502.323, | |
| "eval_steps_per_second": 6.891, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 8.232381820678711, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.068, | |
| "step": 1584 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.7981651376146789, | |
| "eval_loss": 0.8688439726829529, | |
| "eval_runtime": 0.5657, | |
| "eval_samples_per_second": 1541.445, | |
| "eval_steps_per_second": 7.071, | |
| "step": 1584 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "step": 1584, | |
| "total_flos": 5.316079940232192e+16, | |
| "train_loss": 0.18067710688619903, | |
| "train_runtime": 660.8077, | |
| "train_samples_per_second": 5095.961, | |
| "train_steps_per_second": 19.976 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 13200, | |
| "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": 5.316079940232192e+16, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |