{ "best_metric": 0.9876, "best_model_checkpoint": "vit-base-patch16-224-finetuned-cifar10/checkpoint-1170", "epoch": 2.998080614203455, "global_step": 1170, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 4.273504273504274e-06, "loss": 2.389, "step": 10 }, { "epoch": 0.05, "learning_rate": 8.547008547008548e-06, "loss": 2.2927, "step": 20 }, { "epoch": 0.08, "learning_rate": 1.282051282051282e-05, "loss": 2.1326, "step": 30 }, { "epoch": 0.1, "learning_rate": 1.7094017094017095e-05, "loss": 1.9038, "step": 40 }, { "epoch": 0.13, "learning_rate": 2.1367521367521368e-05, "loss": 1.5749, "step": 50 }, { "epoch": 0.15, "learning_rate": 2.564102564102564e-05, "loss": 1.2323, "step": 60 }, { "epoch": 0.18, "learning_rate": 2.9914529914529915e-05, "loss": 0.9157, "step": 70 }, { "epoch": 0.2, "learning_rate": 3.418803418803419e-05, "loss": 0.6675, "step": 80 }, { "epoch": 0.23, "learning_rate": 3.846153846153846e-05, "loss": 0.5038, "step": 90 }, { "epoch": 0.26, "learning_rate": 4.2735042735042735e-05, "loss": 0.4423, "step": 100 }, { "epoch": 0.28, "learning_rate": 4.700854700854701e-05, "loss": 0.3788, "step": 110 }, { "epoch": 0.31, "learning_rate": 4.985754985754986e-05, "loss": 0.3663, "step": 120 }, { "epoch": 0.33, "learning_rate": 4.938271604938271e-05, "loss": 0.3431, "step": 130 }, { "epoch": 0.36, "learning_rate": 4.890788224121557e-05, "loss": 0.3941, "step": 140 }, { "epoch": 0.38, "learning_rate": 4.8433048433048433e-05, "loss": 0.3056, "step": 150 }, { "epoch": 0.41, "learning_rate": 4.7958214624881294e-05, "loss": 0.2976, "step": 160 }, { "epoch": 0.44, "learning_rate": 4.7483380816714154e-05, "loss": 0.3306, "step": 170 }, { "epoch": 0.46, "learning_rate": 4.700854700854701e-05, "loss": 0.2931, "step": 180 }, { "epoch": 0.49, "learning_rate": 4.653371320037987e-05, "loss": 0.3375, "step": 190 }, { "epoch": 0.51, "learning_rate": 4.605887939221273e-05, "loss": 0.3069, "step": 200 }, { "epoch": 0.54, "learning_rate": 4.558404558404559e-05, "loss": 0.3015, "step": 210 }, { "epoch": 0.56, "learning_rate": 4.510921177587845e-05, "loss": 0.2746, "step": 220 }, { "epoch": 0.59, "learning_rate": 4.463437796771131e-05, "loss": 0.3211, "step": 230 }, { "epoch": 0.61, "learning_rate": 4.415954415954416e-05, "loss": 0.2963, "step": 240 }, { "epoch": 0.64, "learning_rate": 4.368471035137702e-05, "loss": 0.3042, "step": 250 }, { "epoch": 0.67, "learning_rate": 4.3209876543209875e-05, "loss": 0.2472, "step": 260 }, { "epoch": 0.69, "learning_rate": 4.2735042735042735e-05, "loss": 0.2699, "step": 270 }, { "epoch": 0.72, "learning_rate": 4.2260208926875595e-05, "loss": 0.2684, "step": 280 }, { "epoch": 0.74, "learning_rate": 4.1785375118708455e-05, "loss": 0.3115, "step": 290 }, { "epoch": 0.77, "learning_rate": 4.131054131054131e-05, "loss": 0.2885, "step": 300 }, { "epoch": 0.79, "learning_rate": 4.083570750237417e-05, "loss": 0.2865, "step": 310 }, { "epoch": 0.82, "learning_rate": 4.036087369420703e-05, "loss": 0.3073, "step": 320 }, { "epoch": 0.84, "learning_rate": 3.988603988603989e-05, "loss": 0.2608, "step": 330 }, { "epoch": 0.87, "learning_rate": 3.941120607787275e-05, "loss": 0.2675, "step": 340 }, { "epoch": 0.9, "learning_rate": 3.893637226970561e-05, "loss": 0.2603, "step": 350 }, { "epoch": 0.92, "learning_rate": 3.846153846153846e-05, "loss": 0.2564, "step": 360 }, { "epoch": 0.95, "learning_rate": 3.798670465337132e-05, "loss": 0.2582, "step": 370 }, { "epoch": 0.97, "learning_rate": 3.7511870845204176e-05, "loss": 0.2916, "step": 380 }, { "epoch": 1.0, "learning_rate": 3.7037037037037037e-05, "loss": 0.2518, "step": 390 }, { "epoch": 1.0, "eval_accuracy": 0.9821, "eval_loss": 0.060857731848955154, "eval_runtime": 146.1804, "eval_samples_per_second": 68.409, "eval_steps_per_second": 2.141, "step": 390 }, { "epoch": 1.03, "learning_rate": 3.65622032288699e-05, "loss": 0.2976, "step": 400 }, { "epoch": 1.05, "learning_rate": 3.608736942070276e-05, "loss": 0.2397, "step": 410 }, { "epoch": 1.08, "learning_rate": 3.561253561253561e-05, "loss": 0.2125, "step": 420 }, { "epoch": 1.1, "learning_rate": 3.513770180436847e-05, "loss": 0.2754, "step": 430 }, { "epoch": 1.13, "learning_rate": 3.466286799620133e-05, "loss": 0.2553, "step": 440 }, { "epoch": 1.15, "learning_rate": 3.418803418803419e-05, "loss": 0.2723, "step": 450 }, { "epoch": 1.18, "learning_rate": 3.371320037986705e-05, "loss": 0.2522, "step": 460 }, { "epoch": 1.2, "learning_rate": 3.323836657169991e-05, "loss": 0.2485, "step": 470 }, { "epoch": 1.23, "learning_rate": 3.2763532763532764e-05, "loss": 0.2449, "step": 480 }, { "epoch": 1.26, "learning_rate": 3.2288698955365625e-05, "loss": 0.2093, "step": 490 }, { "epoch": 1.28, "learning_rate": 3.181386514719848e-05, "loss": 0.2502, "step": 500 }, { "epoch": 1.31, "learning_rate": 3.133903133903134e-05, "loss": 0.2166, "step": 510 }, { "epoch": 1.33, "learning_rate": 3.08641975308642e-05, "loss": 0.219, "step": 520 }, { "epoch": 1.36, "learning_rate": 3.0389363722697055e-05, "loss": 0.2045, "step": 530 }, { "epoch": 1.38, "learning_rate": 2.9914529914529915e-05, "loss": 0.2775, "step": 540 }, { "epoch": 1.41, "learning_rate": 2.9439696106362775e-05, "loss": 0.2127, "step": 550 }, { "epoch": 1.44, "learning_rate": 2.8964862298195632e-05, "loss": 0.2148, "step": 560 }, { "epoch": 1.46, "learning_rate": 2.8490028490028492e-05, "loss": 0.2258, "step": 570 }, { "epoch": 1.49, "learning_rate": 2.8015194681861352e-05, "loss": 0.2414, "step": 580 }, { "epoch": 1.51, "learning_rate": 2.754036087369421e-05, "loss": 0.1817, "step": 590 }, { "epoch": 1.54, "learning_rate": 2.706552706552707e-05, "loss": 0.2315, "step": 600 }, { "epoch": 1.56, "learning_rate": 2.6590693257359926e-05, "loss": 0.2415, "step": 610 }, { "epoch": 1.59, "learning_rate": 2.611585944919278e-05, "loss": 0.2264, "step": 620 }, { "epoch": 1.61, "learning_rate": 2.564102564102564e-05, "loss": 0.2178, "step": 630 }, { "epoch": 1.64, "learning_rate": 2.51661918328585e-05, "loss": 0.2287, "step": 640 }, { "epoch": 1.67, "learning_rate": 2.4691358024691357e-05, "loss": 0.2046, "step": 650 }, { "epoch": 1.69, "learning_rate": 2.4216524216524217e-05, "loss": 0.2366, "step": 660 }, { "epoch": 1.72, "learning_rate": 2.3741690408357077e-05, "loss": 0.2455, "step": 670 }, { "epoch": 1.74, "learning_rate": 2.3266856600189934e-05, "loss": 0.2038, "step": 680 }, { "epoch": 1.77, "learning_rate": 2.2792022792022794e-05, "loss": 0.2258, "step": 690 }, { "epoch": 1.79, "learning_rate": 2.2317188983855654e-05, "loss": 0.2259, "step": 700 }, { "epoch": 1.82, "learning_rate": 2.184235517568851e-05, "loss": 0.2106, "step": 710 }, { "epoch": 1.84, "learning_rate": 2.1367521367521368e-05, "loss": 0.1748, "step": 720 }, { "epoch": 1.87, "learning_rate": 2.0892687559354228e-05, "loss": 0.222, "step": 730 }, { "epoch": 1.9, "learning_rate": 2.0417853751187084e-05, "loss": 0.2288, "step": 740 }, { "epoch": 1.92, "learning_rate": 1.9943019943019945e-05, "loss": 0.2094, "step": 750 }, { "epoch": 1.95, "learning_rate": 1.9468186134852805e-05, "loss": 0.2189, "step": 760 }, { "epoch": 1.97, "learning_rate": 1.899335232668566e-05, "loss": 0.198, "step": 770 }, { "epoch": 2.0, "learning_rate": 1.8518518518518518e-05, "loss": 0.1985, "step": 780 }, { "epoch": 2.0, "eval_accuracy": 0.983, "eval_loss": 0.053233180195093155, "eval_runtime": 146.402, "eval_samples_per_second": 68.305, "eval_steps_per_second": 2.138, "step": 780 }, { "epoch": 2.03, "learning_rate": 1.804368471035138e-05, "loss": 0.2092, "step": 790 }, { "epoch": 2.05, "learning_rate": 1.7568850902184235e-05, "loss": 0.2125, "step": 800 }, { "epoch": 2.08, "learning_rate": 1.7094017094017095e-05, "loss": 0.1673, "step": 810 }, { "epoch": 2.1, "learning_rate": 1.6619183285849956e-05, "loss": 0.2104, "step": 820 }, { "epoch": 2.13, "learning_rate": 1.6144349477682812e-05, "loss": 0.2577, "step": 830 }, { "epoch": 2.15, "learning_rate": 1.566951566951567e-05, "loss": 0.1826, "step": 840 }, { "epoch": 2.18, "learning_rate": 1.5194681861348528e-05, "loss": 0.1934, "step": 850 }, { "epoch": 2.2, "learning_rate": 1.4719848053181388e-05, "loss": 0.2158, "step": 860 }, { "epoch": 2.23, "learning_rate": 1.4245014245014246e-05, "loss": 0.1742, "step": 870 }, { "epoch": 2.26, "learning_rate": 1.3770180436847105e-05, "loss": 0.1709, "step": 880 }, { "epoch": 2.28, "learning_rate": 1.3295346628679963e-05, "loss": 0.2186, "step": 890 }, { "epoch": 2.31, "learning_rate": 1.282051282051282e-05, "loss": 0.2159, "step": 900 }, { "epoch": 2.33, "learning_rate": 1.2345679012345678e-05, "loss": 0.1856, "step": 910 }, { "epoch": 2.36, "learning_rate": 1.1870845204178538e-05, "loss": 0.1712, "step": 920 }, { "epoch": 2.38, "learning_rate": 1.1396011396011397e-05, "loss": 0.1614, "step": 930 }, { "epoch": 2.41, "learning_rate": 1.0921177587844255e-05, "loss": 0.2024, "step": 940 }, { "epoch": 2.44, "learning_rate": 1.0446343779677114e-05, "loss": 0.1926, "step": 950 }, { "epoch": 2.46, "learning_rate": 9.971509971509972e-06, "loss": 0.2085, "step": 960 }, { "epoch": 2.49, "learning_rate": 9.49667616334283e-06, "loss": 0.18, "step": 970 }, { "epoch": 2.51, "learning_rate": 9.02184235517569e-06, "loss": 0.1745, "step": 980 }, { "epoch": 2.54, "learning_rate": 8.547008547008548e-06, "loss": 0.1818, "step": 990 }, { "epoch": 2.56, "learning_rate": 8.072174738841406e-06, "loss": 0.1867, "step": 1000 }, { "epoch": 2.59, "learning_rate": 7.597340930674264e-06, "loss": 0.1979, "step": 1010 }, { "epoch": 2.61, "learning_rate": 7.122507122507123e-06, "loss": 0.2179, "step": 1020 }, { "epoch": 2.64, "learning_rate": 6.6476733143399815e-06, "loss": 0.1913, "step": 1030 }, { "epoch": 2.67, "learning_rate": 6.172839506172839e-06, "loss": 0.1558, "step": 1040 }, { "epoch": 2.69, "learning_rate": 5.6980056980056985e-06, "loss": 0.1476, "step": 1050 }, { "epoch": 2.72, "learning_rate": 5.223171889838557e-06, "loss": 0.1661, "step": 1060 }, { "epoch": 2.74, "learning_rate": 4.748338081671415e-06, "loss": 0.1894, "step": 1070 }, { "epoch": 2.77, "learning_rate": 4.273504273504274e-06, "loss": 0.1751, "step": 1080 }, { "epoch": 2.79, "learning_rate": 3.798670465337132e-06, "loss": 0.1744, "step": 1090 }, { "epoch": 2.82, "learning_rate": 3.3238366571699908e-06, "loss": 0.1865, "step": 1100 }, { "epoch": 2.84, "learning_rate": 2.8490028490028492e-06, "loss": 0.1676, "step": 1110 }, { "epoch": 2.87, "learning_rate": 2.3741690408357077e-06, "loss": 0.2155, "step": 1120 }, { "epoch": 2.9, "learning_rate": 1.899335232668566e-06, "loss": 0.1763, "step": 1130 }, { "epoch": 2.92, "learning_rate": 1.4245014245014246e-06, "loss": 0.1727, "step": 1140 }, { "epoch": 2.95, "learning_rate": 9.49667616334283e-07, "loss": 0.1891, "step": 1150 }, { "epoch": 2.97, "learning_rate": 4.748338081671415e-07, "loss": 0.1833, "step": 1160 }, { "epoch": 3.0, "learning_rate": 0.0, "loss": 0.197, "step": 1170 }, { "epoch": 3.0, "eval_accuracy": 0.9876, "eval_loss": 0.04271771386265755, "eval_runtime": 146.374, "eval_samples_per_second": 68.318, "eval_steps_per_second": 2.138, "step": 1170 }, { "epoch": 3.0, "step": 1170, "total_flos": 1.161843208194687e+19, "train_loss": 0.3334213079550327, "train_runtime": 6069.2812, "train_samples_per_second": 24.715, "train_steps_per_second": 0.193 } ], "max_steps": 1170, "num_train_epochs": 3, "total_flos": 1.161843208194687e+19, "trial_name": null, "trial_params": null }