{ "best_metric": 0.5748319625854492, "best_model_checkpoint": "./croupier-creature-classifier/checkpoint-400", "epoch": 5.0, "global_step": 455, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.11, "learning_rate": 0.00019560439560439562, "loss": 1.3464, "step": 10 }, { "epoch": 0.22, "learning_rate": 0.00019120879120879122, "loss": 1.2608, "step": 20 }, { "epoch": 0.33, "learning_rate": 0.00018681318681318683, "loss": 1.1356, "step": 30 }, { "epoch": 0.44, "learning_rate": 0.0001824175824175824, "loss": 1.1795, "step": 40 }, { "epoch": 0.55, "learning_rate": 0.00017802197802197802, "loss": 0.9829, "step": 50 }, { "epoch": 0.66, "learning_rate": 0.00017362637362637365, "loss": 1.049, "step": 60 }, { "epoch": 0.77, "learning_rate": 0.00016923076923076923, "loss": 1.0607, "step": 70 }, { "epoch": 0.88, "learning_rate": 0.00016483516483516484, "loss": 0.9264, "step": 80 }, { "epoch": 0.99, "learning_rate": 0.00016043956043956044, "loss": 0.8931, "step": 90 }, { "epoch": 1.1, "learning_rate": 0.00015604395604395605, "loss": 0.6663, "step": 100 }, { "epoch": 1.1, "eval_accuracy": 0.5941176470588235, "eval_loss": 1.0179336071014404, "eval_runtime": 1.6282, "eval_samples_per_second": 104.41, "eval_steps_per_second": 13.512, "step": 100 }, { "epoch": 1.21, "learning_rate": 0.00015164835164835165, "loss": 0.7923, "step": 110 }, { "epoch": 1.32, "learning_rate": 0.00014725274725274726, "loss": 0.83, "step": 120 }, { "epoch": 1.43, "learning_rate": 0.00014285714285714287, "loss": 0.6796, "step": 130 }, { "epoch": 1.54, "learning_rate": 0.00013846153846153847, "loss": 0.7702, "step": 140 }, { "epoch": 1.65, "learning_rate": 0.00013406593406593405, "loss": 0.8231, "step": 150 }, { "epoch": 1.76, "learning_rate": 0.0001296703296703297, "loss": 0.7022, "step": 160 }, { "epoch": 1.87, "learning_rate": 0.00012527472527472527, "loss": 0.6745, "step": 170 }, { "epoch": 1.98, "learning_rate": 0.00012087912087912087, "loss": 0.7639, "step": 180 }, { "epoch": 2.09, "learning_rate": 0.0001164835164835165, "loss": 0.5086, "step": 190 }, { "epoch": 2.2, "learning_rate": 0.0001120879120879121, "loss": 0.4924, "step": 200 }, { "epoch": 2.2, "eval_accuracy": 0.7529411764705882, "eval_loss": 0.7035554647445679, "eval_runtime": 2.1312, "eval_samples_per_second": 79.768, "eval_steps_per_second": 10.323, "step": 200 }, { "epoch": 2.31, "learning_rate": 0.0001076923076923077, "loss": 0.4121, "step": 210 }, { "epoch": 2.42, "learning_rate": 0.00010329670329670331, "loss": 0.451, "step": 220 }, { "epoch": 2.53, "learning_rate": 9.89010989010989e-05, "loss": 0.5021, "step": 230 }, { "epoch": 2.64, "learning_rate": 9.450549450549451e-05, "loss": 0.3728, "step": 240 }, { "epoch": 2.75, "learning_rate": 9.010989010989012e-05, "loss": 0.5141, "step": 250 }, { "epoch": 2.86, "learning_rate": 8.571428571428571e-05, "loss": 0.4065, "step": 260 }, { "epoch": 2.97, "learning_rate": 8.131868131868132e-05, "loss": 0.434, "step": 270 }, { "epoch": 3.08, "learning_rate": 7.692307692307693e-05, "loss": 0.3047, "step": 280 }, { "epoch": 3.19, "learning_rate": 7.252747252747253e-05, "loss": 0.2544, "step": 290 }, { "epoch": 3.3, "learning_rate": 6.813186813186814e-05, "loss": 0.4552, "step": 300 }, { "epoch": 3.3, "eval_accuracy": 0.7823529411764706, "eval_loss": 0.612335741519928, "eval_runtime": 1.7201, "eval_samples_per_second": 98.833, "eval_steps_per_second": 12.79, "step": 300 }, { "epoch": 3.41, "learning_rate": 6.373626373626373e-05, "loss": 0.2929, "step": 310 }, { "epoch": 3.52, "learning_rate": 5.9340659340659345e-05, "loss": 0.297, "step": 320 }, { "epoch": 3.63, "learning_rate": 5.494505494505495e-05, "loss": 0.2667, "step": 330 }, { "epoch": 3.74, "learning_rate": 5.054945054945055e-05, "loss": 0.2297, "step": 340 }, { "epoch": 3.85, "learning_rate": 4.615384615384616e-05, "loss": 0.2997, "step": 350 }, { "epoch": 3.96, "learning_rate": 4.1758241758241765e-05, "loss": 0.4482, "step": 360 }, { "epoch": 4.07, "learning_rate": 3.7362637362637365e-05, "loss": 0.2956, "step": 370 }, { "epoch": 4.18, "learning_rate": 3.296703296703297e-05, "loss": 0.1919, "step": 380 }, { "epoch": 4.29, "learning_rate": 2.857142857142857e-05, "loss": 0.2353, "step": 390 }, { "epoch": 4.4, "learning_rate": 2.4175824175824177e-05, "loss": 0.2355, "step": 400 }, { "epoch": 4.4, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.5748319625854492, "eval_runtime": 1.7042, "eval_samples_per_second": 99.752, "eval_steps_per_second": 12.909, "step": 400 }, { "epoch": 4.51, "learning_rate": 1.978021978021978e-05, "loss": 0.1942, "step": 410 }, { "epoch": 4.62, "learning_rate": 1.5384615384615387e-05, "loss": 0.231, "step": 420 }, { "epoch": 4.73, "learning_rate": 1.0989010989010989e-05, "loss": 0.2007, "step": 430 }, { "epoch": 4.84, "learning_rate": 6.5934065934065935e-06, "loss": 0.2592, "step": 440 }, { "epoch": 4.95, "learning_rate": 2.197802197802198e-06, "loss": 0.2764, "step": 450 }, { "epoch": 5.0, "step": 455, "total_flos": 5.622144623740109e+17, "train_loss": 0.5662190929873959, "train_runtime": 205.6317, "train_samples_per_second": 35.282, "train_steps_per_second": 2.213 } ], "max_steps": 455, "num_train_epochs": 5, "total_flos": 5.622144623740109e+17, "trial_name": null, "trial_params": null }