{ "best_metric": 0.5831031799316406, "best_model_checkpoint": "hBERTv1_new_pretrain_48_emb_com_mrpc/checkpoint-87", "epoch": 8.0, "global_step": 232, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 3.9200000000000004e-05, "loss": 0.6776, "step": 29 }, { "epoch": 1.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7577850289051791, "eval_f1": 0.8145896656534954, "eval_loss": 0.6051964163780212, "eval_runtime": 1.8582, "eval_samples_per_second": 219.568, "eval_steps_per_second": 2.153, "step": 29 }, { "epoch": 2.0, "learning_rate": 3.8400000000000005e-05, "loss": 0.6271, "step": 58 }, { "epoch": 2.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.749313101036593, "eval_f1": 0.8025477707006369, "eval_loss": 0.6111815571784973, "eval_runtime": 1.8617, "eval_samples_per_second": 219.152, "eval_steps_per_second": 2.149, "step": 58 }, { "epoch": 3.0, "learning_rate": 3.76e-05, "loss": 0.58, "step": 87 }, { "epoch": 3.0, "eval_accuracy": 0.7083333333333334, "eval_combined_score": 0.762768817204301, "eval_f1": 0.8172043010752688, "eval_loss": 0.5831031799316406, "eval_runtime": 1.8481, "eval_samples_per_second": 220.766, "eval_steps_per_second": 2.164, "step": 87 }, { "epoch": 4.0, "learning_rate": 3.680000000000001e-05, "loss": 0.5494, "step": 116 }, { "epoch": 4.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7551776960784313, "eval_f1": 0.809375, "eval_loss": 0.6457833051681519, "eval_runtime": 1.8552, "eval_samples_per_second": 219.925, "eval_steps_per_second": 2.156, "step": 116 }, { "epoch": 5.0, "learning_rate": 3.6e-05, "loss": 0.5148, "step": 145 }, { "epoch": 5.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7360004346566213, "eval_f1": 0.7881773399014779, "eval_loss": 0.6067324280738831, "eval_runtime": 1.8513, "eval_samples_per_second": 220.386, "eval_steps_per_second": 2.161, "step": 145 }, { "epoch": 6.0, "learning_rate": 3.52e-05, "loss": 0.4573, "step": 174 }, { "epoch": 6.0, "eval_accuracy": 0.6862745098039216, "eval_combined_score": 0.739911448450348, "eval_f1": 0.7935483870967743, "eval_loss": 0.6266855597496033, "eval_runtime": 1.8536, "eval_samples_per_second": 220.109, "eval_steps_per_second": 2.158, "step": 174 }, { "epoch": 7.0, "learning_rate": 3.44e-05, "loss": 0.395, "step": 203 }, { "epoch": 7.0, "eval_accuracy": 0.6274509803921569, "eval_combined_score": 0.6784941734700998, "eval_f1": 0.7295373665480426, "eval_loss": 0.789704442024231, "eval_runtime": 1.8594, "eval_samples_per_second": 219.425, "eval_steps_per_second": 2.151, "step": 203 }, { "epoch": 8.0, "learning_rate": 3.3600000000000004e-05, "loss": 0.3102, "step": 232 }, { "epoch": 8.0, "eval_accuracy": 0.6593137254901961, "eval_combined_score": 0.709622320430763, "eval_f1": 0.7599309153713298, "eval_loss": 0.9040012955665588, "eval_runtime": 1.8564, "eval_samples_per_second": 219.778, "eval_steps_per_second": 2.155, "step": 232 }, { "epoch": 8.0, "step": 232, "total_flos": 4350159504801792.0, "train_loss": 0.5139258853320418, "train_runtime": 501.0101, "train_samples_per_second": 366.06, "train_steps_per_second": 2.894 } ], "max_steps": 1450, "num_train_epochs": 50, "total_flos": 4350159504801792.0, "trial_name": null, "trial_params": null }