| { | |
| "best_global_step": 30, | |
| "best_metric": 0.5865323543548584, | |
| "best_model_checkpoint": "bert_base_rand_5_v1_mrpc/checkpoint-30", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 105, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.123695969581604, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6331, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7083333333333334, | |
| "eval_combined_score": 0.7616316744427165, | |
| "eval_f1": 0.8149300155520995, | |
| "eval_loss": 0.5937906503677368, | |
| "eval_runtime": 0.2817, | |
| "eval_samples_per_second": 1448.604, | |
| "eval_steps_per_second": 7.101, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.7262179851531982, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.5749, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7058823529411765, | |
| "eval_combined_score": 0.7505520979722947, | |
| "eval_f1": 0.7952218430034129, | |
| "eval_loss": 0.5865323543548584, | |
| "eval_runtime": 0.3021, | |
| "eval_samples_per_second": 1350.431, | |
| "eval_steps_per_second": 6.62, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.8776628971099854, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.4908, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6936274509803921, | |
| "eval_combined_score": 0.7417717086834734, | |
| "eval_f1": 0.7899159663865546, | |
| "eval_loss": 0.599459171295166, | |
| "eval_runtime": 0.2815, | |
| "eval_samples_per_second": 1449.589, | |
| "eval_steps_per_second": 7.106, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.8931710720062256, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.3591, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6666666666666666, | |
| "eval_combined_score": 0.7114695340501792, | |
| "eval_f1": 0.7562724014336918, | |
| "eval_loss": 0.7469572424888611, | |
| "eval_runtime": 0.2848, | |
| "eval_samples_per_second": 1432.49, | |
| "eval_steps_per_second": 7.022, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 4.633615016937256, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.2263, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6691176470588235, | |
| "eval_combined_score": 0.7124973407084352, | |
| "eval_f1": 0.755877034358047, | |
| "eval_loss": 0.9707262516021729, | |
| "eval_runtime": 0.2732, | |
| "eval_samples_per_second": 1493.151, | |
| "eval_steps_per_second": 7.319, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 6.974949359893799, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.1315, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6519607843137255, | |
| "eval_combined_score": 0.6954656862745099, | |
| "eval_f1": 0.7389705882352942, | |
| "eval_loss": 1.2854925394058228, | |
| "eval_runtime": 0.2837, | |
| "eval_samples_per_second": 1438.04, | |
| "eval_steps_per_second": 7.049, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 9.64598560333252, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.0994, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6151960784313726, | |
| "eval_combined_score": 0.653977686965197, | |
| "eval_f1": 0.6927592954990215, | |
| "eval_loss": 1.3981316089630127, | |
| "eval_runtime": 0.2905, | |
| "eval_samples_per_second": 1404.535, | |
| "eval_steps_per_second": 6.885, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 105, | |
| "total_flos": 3377819728711680.0, | |
| "train_loss": 0.3592911935987927, | |
| "train_runtime": 58.5352, | |
| "train_samples_per_second": 3133.16, | |
| "train_steps_per_second": 12.813 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 750, | |
| "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": 3377819728711680.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |