{ "best_global_step": 30, "best_metric": 0.5870324969291687, "best_model_checkpoint": "distilbert_rand_5_v2_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": 1.2852423191070557, "learning_rate": 4.9e-05, "loss": 0.6303, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.6936274509803921, "eval_combined_score": 0.7483885286398024, "eval_f1": 0.8031496062992126, "eval_loss": 0.5948174595832825, "eval_runtime": 0.1837, "eval_samples_per_second": 2220.974, "eval_steps_per_second": 10.887, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.7043911218643188, "learning_rate": 4.8e-05, "loss": 0.5774, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.7470620169892062, "eval_f1": 0.7980456026058632, "eval_loss": 0.5870324969291687, "eval_runtime": 0.1812, "eval_samples_per_second": 2252.085, "eval_steps_per_second": 11.04, "step": 30 }, { "epoch": 3.0, "grad_norm": 1.504751443862915, "learning_rate": 4.7e-05, "loss": 0.5136, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.6936274509803921, "eval_combined_score": 0.7477645971225257, "eval_f1": 0.8019017432646592, "eval_loss": 0.6408395171165466, "eval_runtime": 0.1792, "eval_samples_per_second": 2276.717, "eval_steps_per_second": 11.16, "step": 45 }, { "epoch": 4.0, "grad_norm": 3.745375633239746, "learning_rate": 4.600000000000001e-05, "loss": 0.4314, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.6764705882352942, "eval_combined_score": 0.7207975716977182, "eval_f1": 0.7651245551601423, "eval_loss": 0.7089741826057434, "eval_runtime": 0.2002, "eval_samples_per_second": 2038.269, "eval_steps_per_second": 9.992, "step": 60 }, { "epoch": 5.0, "grad_norm": 3.8098981380462646, "learning_rate": 4.5e-05, "loss": 0.2865, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6715686274509803, "eval_combined_score": 0.7194648692810457, "eval_f1": 0.7673611111111112, "eval_loss": 0.9271292686462402, "eval_runtime": 0.1887, "eval_samples_per_second": 2161.69, "eval_steps_per_second": 10.597, "step": 75 }, { "epoch": 6.0, "grad_norm": 2.68713116645813, "learning_rate": 4.4000000000000006e-05, "loss": 0.1755, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6053921568627451, "eval_combined_score": 0.654989656413024, "eval_f1": 0.7045871559633028, "eval_loss": 1.239139437675476, "eval_runtime": 0.1836, "eval_samples_per_second": 2222.076, "eval_steps_per_second": 10.893, "step": 90 }, { "epoch": 7.0, "grad_norm": 6.261050224304199, "learning_rate": 4.3e-05, "loss": 0.0968, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.6348039215686274, "eval_combined_score": 0.6821932493505569, "eval_f1": 0.7295825771324864, "eval_loss": 1.5552704334259033, "eval_runtime": 0.1955, "eval_samples_per_second": 2087.339, "eval_steps_per_second": 10.232, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 1700616463945728.0, "train_loss": 0.38735065006074454, "train_runtime": 34.3099, "train_samples_per_second": 5345.391, "train_steps_per_second": 21.86 } ], "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": 1700616463945728.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }