{ "best_metric": 0.9357798165137615, "best_model_checkpoint": "./fine-tune/roberta-base/sst2/checkpoint-4210", "epoch": 4.0, "global_step": 16840, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.12, "learning_rate": 3.9588281868566905e-06, "loss": 0.5645, "step": 500 }, { "epoch": 0.24, "learning_rate": 7.917656373713381e-06, "loss": 0.3021, "step": 1000 }, { "epoch": 0.36, "learning_rate": 1.1876484560570072e-05, "loss": 0.2658, "step": 1500 }, { "epoch": 0.48, "learning_rate": 1.5835312747426762e-05, "loss": 0.2706, "step": 2000 }, { "epoch": 0.59, "learning_rate": 1.9794140934283453e-05, "loss": 0.2508, "step": 2500 }, { "epoch": 0.71, "learning_rate": 1.9760448779501697e-05, "loss": 0.2557, "step": 3000 }, { "epoch": 0.83, "learning_rate": 1.95077576186385e-05, "loss": 0.2578, "step": 3500 }, { "epoch": 0.95, "learning_rate": 1.925506645777531e-05, "loss": 0.2287, "step": 4000 }, { "epoch": 1.0, "eval_accuracy": 0.9357798165137615, "eval_loss": 0.23143097758293152, "eval_runtime": 1.9026, "eval_samples_per_second": 458.311, "eval_steps_per_second": 57.289, "step": 4210 }, { "epoch": 1.07, "learning_rate": 1.9002375296912114e-05, "loss": 0.2229, "step": 4500 }, { "epoch": 1.19, "learning_rate": 1.874968413604892e-05, "loss": 0.2084, "step": 5000 }, { "epoch": 1.31, "learning_rate": 1.849699297518573e-05, "loss": 0.2047, "step": 5500 }, { "epoch": 1.43, "learning_rate": 1.8244301814322537e-05, "loss": 0.189, "step": 6000 }, { "epoch": 1.54, "learning_rate": 1.7991610653459345e-05, "loss": 0.1914, "step": 6500 }, { "epoch": 1.66, "learning_rate": 1.773891949259615e-05, "loss": 0.1874, "step": 7000 }, { "epoch": 1.78, "learning_rate": 1.7486228331732958e-05, "loss": 0.1942, "step": 7500 }, { "epoch": 1.9, "learning_rate": 1.7233537170869766e-05, "loss": 0.1959, "step": 8000 }, { "epoch": 2.0, "eval_accuracy": 0.926605504587156, "eval_loss": 0.30272433161735535, "eval_runtime": 1.8407, "eval_samples_per_second": 473.726, "eval_steps_per_second": 59.216, "step": 8420 }, { "epoch": 2.02, "learning_rate": 1.698084601000657e-05, "loss": 0.1783, "step": 8500 }, { "epoch": 2.14, "learning_rate": 1.672815484914338e-05, "loss": 0.1453, "step": 9000 }, { "epoch": 2.26, "learning_rate": 1.6475463688280183e-05, "loss": 0.1481, "step": 9500 }, { "epoch": 2.38, "learning_rate": 1.622277252741699e-05, "loss": 0.1564, "step": 10000 }, { "epoch": 2.49, "learning_rate": 1.59700813665538e-05, "loss": 0.1457, "step": 10500 }, { "epoch": 2.61, "learning_rate": 1.5717390205690607e-05, "loss": 0.15, "step": 11000 }, { "epoch": 2.73, "learning_rate": 1.5464699044827415e-05, "loss": 0.157, "step": 11500 }, { "epoch": 2.85, "learning_rate": 1.521200788396422e-05, "loss": 0.1531, "step": 12000 }, { "epoch": 2.97, "learning_rate": 1.4959316723101027e-05, "loss": 0.1635, "step": 12500 }, { "epoch": 3.0, "eval_accuracy": 0.930045871559633, "eval_loss": 0.30217334628105164, "eval_runtime": 1.7605, "eval_samples_per_second": 495.309, "eval_steps_per_second": 61.914, "step": 12630 }, { "epoch": 3.09, "learning_rate": 1.4706625562237835e-05, "loss": 0.1167, "step": 13000 }, { "epoch": 3.21, "learning_rate": 1.4453934401374641e-05, "loss": 0.1147, "step": 13500 }, { "epoch": 3.33, "learning_rate": 1.420124324051145e-05, "loss": 0.1123, "step": 14000 }, { "epoch": 3.44, "learning_rate": 1.3948552079648254e-05, "loss": 0.1173, "step": 14500 }, { "epoch": 3.56, "learning_rate": 1.3695860918785062e-05, "loss": 0.1105, "step": 15000 }, { "epoch": 3.68, "learning_rate": 1.344316975792187e-05, "loss": 0.1148, "step": 15500 }, { "epoch": 3.8, "learning_rate": 1.3190478597058676e-05, "loss": 0.1335, "step": 16000 }, { "epoch": 3.92, "learning_rate": 1.2937787436195484e-05, "loss": 0.1148, "step": 16500 }, { "epoch": 4.0, "eval_accuracy": 0.9288990825688074, "eval_loss": 0.31621453166007996, "eval_runtime": 1.6764, "eval_samples_per_second": 520.163, "eval_steps_per_second": 65.02, "step": 16840 }, { "epoch": 4.0, "step": 16840, "total_flos": 1.772026646744064e+16, "train_loss": 0.19015042130567683, "train_runtime": 1734.8381, "train_samples_per_second": 388.215, "train_steps_per_second": 24.267 } ], "max_steps": 42100, "num_train_epochs": 10, "total_flos": 1.772026646744064e+16, "trial_name": null, "trial_params": null }