{ "best_metric": 0.6206879019737244, "best_model_checkpoint": "mobilebert_add_GLUE_Experiment_mrpc_256/checkpoint-174", "epoch": 11.0, "global_step": 319, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.9e-05, "loss": 0.6419, "step": 29 }, { "epoch": 1.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6266346573829651, "eval_runtime": 0.7408, "eval_samples_per_second": 550.789, "eval_steps_per_second": 5.4, "step": 29 }, { "epoch": 2.0, "learning_rate": 4.8e-05, "loss": 0.6297, "step": 58 }, { "epoch": 2.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6235790848731995, "eval_runtime": 0.7584, "eval_samples_per_second": 537.948, "eval_steps_per_second": 5.274, "step": 58 }, { "epoch": 3.0, "learning_rate": 4.7e-05, "loss": 0.6307, "step": 87 }, { "epoch": 3.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6241391897201538, "eval_runtime": 0.7543, "eval_samples_per_second": 540.934, "eval_steps_per_second": 5.303, "step": 87 }, { "epoch": 4.0, "learning_rate": 4.600000000000001e-05, "loss": 0.63, "step": 116 }, { "epoch": 4.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6243211627006531, "eval_runtime": 0.7353, "eval_samples_per_second": 554.855, "eval_steps_per_second": 5.44, "step": 116 }, { "epoch": 5.0, "learning_rate": 4.5e-05, "loss": 0.6283, "step": 145 }, { "epoch": 5.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6218860745429993, "eval_runtime": 0.7846, "eval_samples_per_second": 520.041, "eval_steps_per_second": 5.098, "step": 145 }, { "epoch": 6.0, "learning_rate": 4.4000000000000006e-05, "loss": 0.6243, "step": 174 }, { "epoch": 6.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6206879019737244, "eval_runtime": 0.7596, "eval_samples_per_second": 537.127, "eval_steps_per_second": 5.266, "step": 174 }, { "epoch": 7.0, "learning_rate": 4.3e-05, "loss": 0.6206, "step": 203 }, { "epoch": 7.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6346157193183899, "eval_runtime": 0.7532, "eval_samples_per_second": 541.682, "eval_steps_per_second": 5.311, "step": 203 }, { "epoch": 8.0, "learning_rate": 4.2e-05, "loss": 0.6034, "step": 232 }, { "epoch": 8.0, "eval_accuracy": 0.6348039215686274, "eval_combined_score": 0.6946671996640501, "eval_f1": 0.7545304777594728, "eval_loss": 0.6519109606742859, "eval_runtime": 0.7382, "eval_samples_per_second": 552.685, "eval_steps_per_second": 5.418, "step": 232 }, { "epoch": 9.0, "learning_rate": 4.1e-05, "loss": 0.5877, "step": 261 }, { "epoch": 9.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7480253018237863, "eval_f1": 0.8122270742358079, "eval_loss": 0.6374713778495789, "eval_runtime": 0.7444, "eval_samples_per_second": 548.103, "eval_steps_per_second": 5.374, "step": 261 }, { "epoch": 10.0, "learning_rate": 4e-05, "loss": 0.5722, "step": 290 }, { "epoch": 10.0, "eval_accuracy": 0.6299019607843137, "eval_combined_score": 0.6901575919624048, "eval_f1": 0.7504132231404959, "eval_loss": 0.6445620656013489, "eval_runtime": 0.7628, "eval_samples_per_second": 534.84, "eval_steps_per_second": 5.244, "step": 290 }, { "epoch": 11.0, "learning_rate": 3.9000000000000006e-05, "loss": 0.5619, "step": 319 }, { "epoch": 11.0, "eval_accuracy": 0.6813725490196079, "eval_combined_score": 0.7459340879208827, "eval_f1": 0.8104956268221574, "eval_loss": 0.6732954382896423, "eval_runtime": 0.7445, "eval_samples_per_second": 548.034, "eval_steps_per_second": 5.373, "step": 319 }, { "epoch": 11.0, "step": 319, "total_flos": 1039978272391168.0, "train_loss": 0.611870960008388, "train_runtime": 307.3617, "train_samples_per_second": 596.691, "train_steps_per_second": 4.718 } ], "max_steps": 1450, "num_train_epochs": 50, "total_flos": 1039978272391168.0, "trial_name": null, "trial_params": null }