{ "best_metric": 0.85, "best_model_checkpoint": "vit-base-patch16-224-RU2-10\\checkpoint-308", "epoch": 9.87012987012987, "eval_steps": 500, "global_step": 380, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.26, "learning_rate": 2.894736842105263e-05, "loss": 1.3769, "step": 10 }, { "epoch": 0.52, "learning_rate": 5.484764542936288e-05, "loss": 1.3067, "step": 20 }, { "epoch": 0.78, "learning_rate": 5.332409972299169e-05, "loss": 1.1641, "step": 30 }, { "epoch": 0.99, "eval_accuracy": 0.7333333333333333, "eval_loss": 0.9789325594902039, "eval_runtime": 1.301, "eval_samples_per_second": 46.117, "eval_steps_per_second": 1.537, "step": 38 }, { "epoch": 1.04, "learning_rate": 5.18005540166205e-05, "loss": 1.0123, "step": 40 }, { "epoch": 1.3, "learning_rate": 5.027700831024931e-05, "loss": 0.87, "step": 50 }, { "epoch": 1.56, "learning_rate": 4.8753462603878116e-05, "loss": 0.7091, "step": 60 }, { "epoch": 1.82, "learning_rate": 4.7229916897506926e-05, "loss": 0.5847, "step": 70 }, { "epoch": 2.0, "eval_accuracy": 0.8166666666666667, "eval_loss": 0.637053370475769, "eval_runtime": 1.0799, "eval_samples_per_second": 55.56, "eval_steps_per_second": 1.852, "step": 77 }, { "epoch": 2.08, "learning_rate": 4.570637119113573e-05, "loss": 0.5235, "step": 80 }, { "epoch": 2.34, "learning_rate": 4.418282548476455e-05, "loss": 0.4276, "step": 90 }, { "epoch": 2.6, "learning_rate": 4.265927977839336e-05, "loss": 0.3653, "step": 100 }, { "epoch": 2.86, "learning_rate": 4.113573407202216e-05, "loss": 0.2844, "step": 110 }, { "epoch": 2.99, "eval_accuracy": 0.75, "eval_loss": 0.6706024408340454, "eval_runtime": 1.113, "eval_samples_per_second": 53.906, "eval_steps_per_second": 1.797, "step": 115 }, { "epoch": 3.12, "learning_rate": 3.961218836565097e-05, "loss": 0.2144, "step": 120 }, { "epoch": 3.38, "learning_rate": 3.808864265927978e-05, "loss": 0.2352, "step": 130 }, { "epoch": 3.64, "learning_rate": 3.6565096952908585e-05, "loss": 0.2413, "step": 140 }, { "epoch": 3.9, "learning_rate": 3.5041551246537395e-05, "loss": 0.2275, "step": 150 }, { "epoch": 4.0, "eval_accuracy": 0.8166666666666667, "eval_loss": 0.535870373249054, "eval_runtime": 1.0699, "eval_samples_per_second": 56.079, "eval_steps_per_second": 1.869, "step": 154 }, { "epoch": 4.16, "learning_rate": 3.3518005540166206e-05, "loss": 0.1779, "step": 160 }, { "epoch": 4.42, "learning_rate": 3.1994459833795016e-05, "loss": 0.1763, "step": 170 }, { "epoch": 4.68, "learning_rate": 3.0470914127423827e-05, "loss": 0.1581, "step": 180 }, { "epoch": 4.94, "learning_rate": 2.894736842105263e-05, "loss": 0.1539, "step": 190 }, { "epoch": 4.99, "eval_accuracy": 0.8166666666666667, "eval_loss": 0.6066630482673645, "eval_runtime": 1.0523, "eval_samples_per_second": 57.02, "eval_steps_per_second": 1.901, "step": 192 }, { "epoch": 5.19, "learning_rate": 2.742382271468144e-05, "loss": 0.1287, "step": 200 }, { "epoch": 5.45, "learning_rate": 2.590027700831025e-05, "loss": 0.1306, "step": 210 }, { "epoch": 5.71, "learning_rate": 2.4376731301939058e-05, "loss": 0.1339, "step": 220 }, { "epoch": 5.97, "learning_rate": 2.2853185595567865e-05, "loss": 0.1113, "step": 230 }, { "epoch": 6.0, "eval_accuracy": 0.7666666666666667, "eval_loss": 0.7886819839477539, "eval_runtime": 1.095, "eval_samples_per_second": 54.792, "eval_steps_per_second": 1.826, "step": 231 }, { "epoch": 6.23, "learning_rate": 2.132963988919668e-05, "loss": 0.0957, "step": 240 }, { "epoch": 6.49, "learning_rate": 1.9806094182825486e-05, "loss": 0.1304, "step": 250 }, { "epoch": 6.75, "learning_rate": 1.8282548476454293e-05, "loss": 0.1117, "step": 260 }, { "epoch": 6.99, "eval_accuracy": 0.8166666666666667, "eval_loss": 0.6443384885787964, "eval_runtime": 1.142, "eval_samples_per_second": 52.54, "eval_steps_per_second": 1.751, "step": 269 }, { "epoch": 7.01, "learning_rate": 1.6759002770083103e-05, "loss": 0.1033, "step": 270 }, { "epoch": 7.27, "learning_rate": 1.5235457063711913e-05, "loss": 0.0903, "step": 280 }, { "epoch": 7.53, "learning_rate": 1.371191135734072e-05, "loss": 0.086, "step": 290 }, { "epoch": 7.79, "learning_rate": 1.2188365650969529e-05, "loss": 0.1088, "step": 300 }, { "epoch": 8.0, "eval_accuracy": 0.85, "eval_loss": 0.642919659614563, "eval_runtime": 1.1112, "eval_samples_per_second": 53.994, "eval_steps_per_second": 1.8, "step": 308 }, { "epoch": 8.05, "learning_rate": 1.066481994459834e-05, "loss": 0.0725, "step": 310 }, { "epoch": 8.31, "learning_rate": 9.141274238227146e-06, "loss": 0.0761, "step": 320 }, { "epoch": 8.57, "learning_rate": 7.617728531855957e-06, "loss": 0.0665, "step": 330 }, { "epoch": 8.83, "learning_rate": 6.0941828254847645e-06, "loss": 0.0824, "step": 340 }, { "epoch": 8.99, "eval_accuracy": 0.8333333333333334, "eval_loss": 0.6498779654502869, "eval_runtime": 1.0629, "eval_samples_per_second": 56.449, "eval_steps_per_second": 1.882, "step": 346 }, { "epoch": 9.09, "learning_rate": 4.570637119113573e-06, "loss": 0.0749, "step": 350 }, { "epoch": 9.35, "learning_rate": 3.0470914127423822e-06, "loss": 0.0808, "step": 360 }, { "epoch": 9.61, "learning_rate": 1.5235457063711911e-06, "loss": 0.077, "step": 370 }, { "epoch": 9.87, "learning_rate": 0.0, "loss": 0.0834, "step": 380 }, { "epoch": 9.87, "eval_accuracy": 0.8166666666666667, "eval_loss": 0.6802073121070862, "eval_runtime": 1.0862, "eval_samples_per_second": 55.236, "eval_steps_per_second": 1.841, "step": 380 }, { "epoch": 9.87, "step": 380, "total_flos": 3.7497496079053947e+18, "train_loss": 0.31720146521141657, "train_runtime": 770.452, "train_samples_per_second": 63.599, "train_steps_per_second": 0.493 } ], "logging_steps": 10, "max_steps": 380, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 3.7497496079053947e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }