{ "best_metric": 0.538160469667319, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-384", "epoch": 4.0, "eval_steps": 500, "global_step": 384, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.40490686893463135, "learning_rate": 1.4953262133881219e-05, "loss": 0.1703, "step": 96 }, { "epoch": 1.0, "eval_accuracy": 0.5, "eval_f1": 0.0, "eval_loss": 0.11485283076763153, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 25.7126, "eval_samples_per_second": 39.747, "eval_steps_per_second": 1.245, "step": 96 }, { "epoch": 2.0, "grad_norm": 0.2503454089164734, "learning_rate": 1.2817081829041045e-05, "loss": 0.1095, "step": 192 }, { "epoch": 2.0, "eval_accuracy": 0.5, "eval_f1": 0.0038986354775828462, "eval_loss": 0.0978715717792511, "eval_precision": 0.5, "eval_recall": 0.0019569471624266144, "eval_runtime": 25.921, "eval_samples_per_second": 39.427, "eval_steps_per_second": 1.235, "step": 192 }, { "epoch": 3.0, "grad_norm": 0.29292032122612, "learning_rate": 1.0680901524200872e-05, "loss": 0.0978, "step": 288 }, { "epoch": 3.0, "eval_accuracy": 0.5352250489236791, "eval_f1": 0.18244406196213422, "eval_loss": 0.0902138277888298, "eval_precision": 0.7571428571428571, "eval_recall": 0.10371819960861056, "eval_runtime": 25.3689, "eval_samples_per_second": 40.286, "eval_steps_per_second": 1.261, "step": 288 }, { "epoch": 4.0, "grad_norm": 0.24781617522239685, "learning_rate": 8.544721219360697e-06, "loss": 0.0933, "step": 384 }, { "epoch": 4.0, "eval_accuracy": 0.538160469667319, "eval_f1": 0.1945392491467577, "eval_loss": 0.08735258132219315, "eval_precision": 0.76, "eval_recall": 0.11154598825831702, "eval_runtime": 25.5717, "eval_samples_per_second": 39.966, "eval_steps_per_second": 1.251, "step": 384 } ], "logging_steps": 500, "max_steps": 768, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "total_flos": 942780789120.0, "train_batch_size": 32, "trial_name": null, "trial_params": { "alpha": 0.09656764013507046, "learning_rate": 1.7089442438721394e-05, "num_train_epochs": 8, "temperature": 20 } }