{ "best_metric": 0.04441085457801819, "best_model_checkpoint": "trainCMDBERT-sample/checkpoint-30", "epoch": 3.0, "eval_steps": 500, "global_step": 30, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1, "grad_norm": 7.945383071899414, "learning_rate": 1.6666666666666667e-05, "loss": 0.6922, "step": 1 }, { "epoch": 0.2, "grad_norm": 4.711484909057617, "learning_rate": 3.3333333333333335e-05, "loss": 0.6868, "step": 2 }, { "epoch": 0.3, "grad_norm": 7.974453926086426, "learning_rate": 5e-05, "loss": 0.6604, "step": 3 }, { "epoch": 0.4, "grad_norm": 6.878942966461182, "learning_rate": 4.814814814814815e-05, "loss": 0.7292, "step": 4 }, { "epoch": 0.5, "grad_norm": 6.609418869018555, "learning_rate": 4.62962962962963e-05, "loss": 0.6536, "step": 5 }, { "epoch": 0.6, "grad_norm": 4.901663303375244, "learning_rate": 4.4444444444444447e-05, "loss": 0.6743, "step": 6 }, { "epoch": 0.7, "grad_norm": 4.790696620941162, "learning_rate": 4.259259259259259e-05, "loss": 0.595, "step": 7 }, { "epoch": 0.8, "grad_norm": 5.129704475402832, "learning_rate": 4.074074074074074e-05, "loss": 0.5059, "step": 8 }, { "epoch": 0.9, "grad_norm": 13.14133358001709, "learning_rate": 3.888888888888889e-05, "loss": 0.7147, "step": 9 }, { "epoch": 1.0, "grad_norm": 8.443601608276367, "learning_rate": 3.7037037037037037e-05, "loss": 0.4751, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 1.0, "eval_auc": 1.0, "eval_f1": 1.0, "eval_loss": 0.3918549418449402, "eval_precision": 1.0, "eval_recall": 1.0, "eval_runtime": 1.5522, "eval_samples_per_second": 12.885, "eval_steps_per_second": 1.289, "step": 10 }, { "epoch": 1.1, "grad_norm": 5.978346824645996, "learning_rate": 3.518518518518519e-05, "loss": 0.4208, "step": 11 }, { "epoch": 1.2, "grad_norm": 10.853551864624023, "learning_rate": 3.3333333333333335e-05, "loss": 0.5508, "step": 12 }, { "epoch": 1.3, "grad_norm": 3.4875123500823975, "learning_rate": 3.148148148148148e-05, "loss": 0.2284, "step": 13 }, { "epoch": 1.4, "grad_norm": 5.512720108032227, "learning_rate": 2.962962962962963e-05, "loss": 0.3199, "step": 14 }, { "epoch": 1.5, "grad_norm": 8.866156578063965, "learning_rate": 2.777777777777778e-05, "loss": 0.2572, "step": 15 }, { "epoch": 1.6, "grad_norm": 13.71770191192627, "learning_rate": 2.5925925925925925e-05, "loss": 0.3133, "step": 16 }, { "epoch": 1.7, "grad_norm": 2.18959379196167, "learning_rate": 2.4074074074074074e-05, "loss": 0.1026, "step": 17 }, { "epoch": 1.8, "grad_norm": 2.2819249629974365, "learning_rate": 2.2222222222222223e-05, "loss": 0.063, "step": 18 }, { "epoch": 1.9, "grad_norm": 3.038083553314209, "learning_rate": 2.037037037037037e-05, "loss": 0.1096, "step": 19 }, { "epoch": 2.0, "grad_norm": 4.494248867034912, "learning_rate": 1.8518518518518518e-05, "loss": 0.0653, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.95, "eval_auc": 1.0, "eval_f1": 0.9523809523809523, "eval_loss": 0.19424112141132355, "eval_precision": 0.9090909090909091, "eval_recall": 1.0, "eval_runtime": 1.5099, "eval_samples_per_second": 13.246, "eval_steps_per_second": 1.325, "step": 20 }, { "epoch": 2.1, "grad_norm": 3.483051061630249, "learning_rate": 1.6666666666666667e-05, "loss": 0.0604, "step": 21 }, { "epoch": 2.2, "grad_norm": 0.8026891350746155, "learning_rate": 1.4814814814814815e-05, "loss": 0.026, "step": 22 }, { "epoch": 2.3, "grad_norm": 1.3247548341751099, "learning_rate": 1.2962962962962962e-05, "loss": 0.0319, "step": 23 }, { "epoch": 2.4, "grad_norm": 0.4032141864299774, "learning_rate": 1.1111111111111112e-05, "loss": 0.0164, "step": 24 }, { "epoch": 2.5, "grad_norm": 1.0784159898757935, "learning_rate": 9.259259259259259e-06, "loss": 0.0222, "step": 25 }, { "epoch": 2.6, "grad_norm": 0.32401901483535767, "learning_rate": 7.4074074074074075e-06, "loss": 0.0132, "step": 26 }, { "epoch": 2.7, "grad_norm": 8.892071723937988, "learning_rate": 5.555555555555556e-06, "loss": 0.0401, "step": 27 }, { "epoch": 2.8, "grad_norm": 0.20014284551143646, "learning_rate": 3.7037037037037037e-06, "loss": 0.009, "step": 28 }, { "epoch": 2.9, "grad_norm": 0.24240027368068695, "learning_rate": 1.8518518518518519e-06, "loss": 0.0093, "step": 29 }, { "epoch": 3.0, "grad_norm": 0.1646367609500885, "learning_rate": 0.0, "loss": 0.0074, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.95, "eval_auc": 1.0, "eval_f1": 0.9523809523809523, "eval_loss": 0.04441085457801819, "eval_precision": 0.9090909090909091, "eval_recall": 1.0, "eval_runtime": 1.4953, "eval_samples_per_second": 13.375, "eval_steps_per_second": 1.337, "step": 30 } ], "logging_steps": 1, "max_steps": 30, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 15786663321600.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }