{ "best_metric": 0.9976505766766339, "best_model_checkpoint": "./beit-base/checkpoint-1755", "epoch": 2.9995728321230244, "global_step": 1755, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 2.840909090909091e-06, "loss": 1.0185, "step": 10 }, { "epoch": 0.03, "learning_rate": 5.681818181818182e-06, "loss": 0.8387, "step": 20 }, { "epoch": 0.05, "learning_rate": 8.522727272727273e-06, "loss": 0.6429, "step": 30 }, { "epoch": 0.07, "learning_rate": 1.1363636363636365e-05, "loss": 0.3847, "step": 40 }, { "epoch": 0.09, "learning_rate": 1.4204545454545456e-05, "loss": 0.206, "step": 50 }, { "epoch": 0.1, "learning_rate": 1.7045454545454546e-05, "loss": 0.1805, "step": 60 }, { "epoch": 0.12, "learning_rate": 1.9886363636363638e-05, "loss": 0.1222, "step": 70 }, { "epoch": 0.14, "learning_rate": 2.272727272727273e-05, "loss": 0.0944, "step": 80 }, { "epoch": 0.15, "learning_rate": 2.5568181818181817e-05, "loss": 0.076, "step": 90 }, { "epoch": 0.17, "learning_rate": 2.8409090909090912e-05, "loss": 0.1085, "step": 100 }, { "epoch": 0.19, "learning_rate": 3.125e-05, "loss": 0.1311, "step": 110 }, { "epoch": 0.21, "learning_rate": 3.409090909090909e-05, "loss": 0.0749, "step": 120 }, { "epoch": 0.22, "learning_rate": 3.6931818181818184e-05, "loss": 0.0745, "step": 130 }, { "epoch": 0.24, "learning_rate": 3.9772727272727275e-05, "loss": 0.0682, "step": 140 }, { "epoch": 0.26, "learning_rate": 4.261363636363637e-05, "loss": 0.0558, "step": 150 }, { "epoch": 0.27, "learning_rate": 4.545454545454546e-05, "loss": 0.0471, "step": 160 }, { "epoch": 0.29, "learning_rate": 4.829545454545455e-05, "loss": 0.0662, "step": 170 }, { "epoch": 0.31, "learning_rate": 4.987333755541482e-05, "loss": 0.1774, "step": 180 }, { "epoch": 0.32, "learning_rate": 4.955668144395187e-05, "loss": 0.1695, "step": 190 }, { "epoch": 0.34, "learning_rate": 4.9240025332488924e-05, "loss": 0.0893, "step": 200 }, { "epoch": 0.36, "learning_rate": 4.8923369221025965e-05, "loss": 0.096, "step": 210 }, { "epoch": 0.38, "learning_rate": 4.860671310956302e-05, "loss": 0.0852, "step": 220 }, { "epoch": 0.39, "learning_rate": 4.829005699810007e-05, "loss": 0.0878, "step": 230 }, { "epoch": 0.41, "learning_rate": 4.7973400886637115e-05, "loss": 0.1237, "step": 240 }, { "epoch": 0.43, "learning_rate": 4.765674477517416e-05, "loss": 0.0915, "step": 250 }, { "epoch": 0.44, "learning_rate": 4.734008866371121e-05, "loss": 0.0439, "step": 260 }, { "epoch": 0.46, "learning_rate": 4.702343255224826e-05, "loss": 0.1507, "step": 270 }, { "epoch": 0.48, "learning_rate": 4.670677644078531e-05, "loss": 0.1061, "step": 280 }, { "epoch": 0.5, "learning_rate": 4.6390120329322354e-05, "loss": 0.0967, "step": 290 }, { "epoch": 0.51, "learning_rate": 4.607346421785941e-05, "loss": 0.0994, "step": 300 }, { "epoch": 0.53, "learning_rate": 4.5756808106396456e-05, "loss": 0.0976, "step": 310 }, { "epoch": 0.55, "learning_rate": 4.5440151994933504e-05, "loss": 0.1442, "step": 320 }, { "epoch": 0.56, "learning_rate": 4.512349588347055e-05, "loss": 0.0735, "step": 330 }, { "epoch": 0.58, "learning_rate": 4.48068397720076e-05, "loss": 0.0693, "step": 340 }, { "epoch": 0.6, "learning_rate": 4.449018366054465e-05, "loss": 0.0748, "step": 350 }, { "epoch": 0.62, "learning_rate": 4.41735275490817e-05, "loss": 0.0585, "step": 360 }, { "epoch": 0.63, "learning_rate": 4.385687143761874e-05, "loss": 0.0963, "step": 370 }, { "epoch": 0.65, "learning_rate": 4.35402153261558e-05, "loss": 0.0526, "step": 380 }, { "epoch": 0.67, "learning_rate": 4.3223559214692845e-05, "loss": 0.0852, "step": 390 }, { "epoch": 0.68, "learning_rate": 4.290690310322989e-05, "loss": 0.0973, "step": 400 }, { "epoch": 0.7, "learning_rate": 4.259024699176694e-05, "loss": 0.0818, "step": 410 }, { "epoch": 0.72, "learning_rate": 4.2273590880303995e-05, "loss": 0.1427, "step": 420 }, { "epoch": 0.73, "learning_rate": 4.1956934768841036e-05, "loss": 0.1151, "step": 430 }, { "epoch": 0.75, "learning_rate": 4.164027865737809e-05, "loss": 0.0536, "step": 440 }, { "epoch": 0.77, "learning_rate": 4.132362254591514e-05, "loss": 0.0959, "step": 450 }, { "epoch": 0.79, "learning_rate": 4.1006966434452187e-05, "loss": 0.0641, "step": 460 }, { "epoch": 0.8, "learning_rate": 4.0690310322989234e-05, "loss": 0.0931, "step": 470 }, { "epoch": 0.82, "learning_rate": 4.037365421152628e-05, "loss": 0.0418, "step": 480 }, { "epoch": 0.84, "learning_rate": 4.005699810006333e-05, "loss": 0.0581, "step": 490 }, { "epoch": 0.85, "learning_rate": 3.9740341988600384e-05, "loss": 0.0573, "step": 500 }, { "epoch": 0.87, "learning_rate": 3.9423685877137425e-05, "loss": 0.0911, "step": 510 }, { "epoch": 0.89, "learning_rate": 3.910702976567448e-05, "loss": 0.1501, "step": 520 }, { "epoch": 0.91, "learning_rate": 3.879037365421153e-05, "loss": 0.0979, "step": 530 }, { "epoch": 0.92, "learning_rate": 3.8473717542748576e-05, "loss": 0.0737, "step": 540 }, { "epoch": 0.94, "learning_rate": 3.8157061431285623e-05, "loss": 0.0443, "step": 550 }, { "epoch": 0.96, "learning_rate": 3.784040531982268e-05, "loss": 0.0838, "step": 560 }, { "epoch": 0.97, "learning_rate": 3.752374920835972e-05, "loss": 0.0664, "step": 570 }, { "epoch": 0.99, "learning_rate": 3.7207093096896774e-05, "loss": 0.0303, "step": 580 }, { "epoch": 1.0, "eval_accuracy": 0.9942332336608287, "eval_loss": 0.01858363300561905, "eval_runtime": 148.0695, "eval_samples_per_second": 31.62, "eval_steps_per_second": 3.958, "step": 585 }, { "epoch": 1.01, "learning_rate": 3.689043698543382e-05, "loss": 0.0769, "step": 590 }, { "epoch": 1.03, "learning_rate": 3.657378087397087e-05, "loss": 0.0621, "step": 600 }, { "epoch": 1.04, "learning_rate": 3.625712476250792e-05, "loss": 0.0723, "step": 610 }, { "epoch": 1.06, "learning_rate": 3.5940468651044965e-05, "loss": 0.0851, "step": 620 }, { "epoch": 1.08, "learning_rate": 3.562381253958201e-05, "loss": 0.0889, "step": 630 }, { "epoch": 1.09, "learning_rate": 3.530715642811907e-05, "loss": 0.0799, "step": 640 }, { "epoch": 1.11, "learning_rate": 3.499050031665611e-05, "loss": 0.0558, "step": 650 }, { "epoch": 1.13, "learning_rate": 3.467384420519316e-05, "loss": 0.0548, "step": 660 }, { "epoch": 1.15, "learning_rate": 3.435718809373021e-05, "loss": 0.0844, "step": 670 }, { "epoch": 1.16, "learning_rate": 3.404053198226726e-05, "loss": 0.0374, "step": 680 }, { "epoch": 1.18, "learning_rate": 3.3723875870804306e-05, "loss": 0.0829, "step": 690 }, { "epoch": 1.2, "learning_rate": 3.340721975934136e-05, "loss": 0.0581, "step": 700 }, { "epoch": 1.21, "learning_rate": 3.30905636478784e-05, "loss": 0.073, "step": 710 }, { "epoch": 1.23, "learning_rate": 3.2773907536415456e-05, "loss": 0.0713, "step": 720 }, { "epoch": 1.25, "learning_rate": 3.2457251424952504e-05, "loss": 0.0627, "step": 730 }, { "epoch": 1.26, "learning_rate": 3.214059531348955e-05, "loss": 0.1106, "step": 740 }, { "epoch": 1.28, "learning_rate": 3.18239392020266e-05, "loss": 0.0838, "step": 750 }, { "epoch": 1.3, "learning_rate": 3.150728309056365e-05, "loss": 0.0921, "step": 760 }, { "epoch": 1.32, "learning_rate": 3.1190626979100695e-05, "loss": 0.0262, "step": 770 }, { "epoch": 1.33, "learning_rate": 3.087397086763775e-05, "loss": 0.0545, "step": 780 }, { "epoch": 1.35, "learning_rate": 3.055731475617479e-05, "loss": 0.0867, "step": 790 }, { "epoch": 1.37, "learning_rate": 3.0240658644711845e-05, "loss": 0.091, "step": 800 }, { "epoch": 1.38, "learning_rate": 2.992400253324889e-05, "loss": 0.0702, "step": 810 }, { "epoch": 1.4, "learning_rate": 2.960734642178594e-05, "loss": 0.0888, "step": 820 }, { "epoch": 1.42, "learning_rate": 2.929069031032299e-05, "loss": 0.0514, "step": 830 }, { "epoch": 1.44, "learning_rate": 2.897403419886004e-05, "loss": 0.0762, "step": 840 }, { "epoch": 1.45, "learning_rate": 2.8657378087397084e-05, "loss": 0.0192, "step": 850 }, { "epoch": 1.47, "learning_rate": 2.834072197593414e-05, "loss": 0.0337, "step": 860 }, { "epoch": 1.49, "learning_rate": 2.8024065864471183e-05, "loss": 0.0634, "step": 870 }, { "epoch": 1.5, "learning_rate": 2.7707409753008234e-05, "loss": 0.0435, "step": 880 }, { "epoch": 1.52, "learning_rate": 2.7390753641545285e-05, "loss": 0.0685, "step": 890 }, { "epoch": 1.54, "learning_rate": 2.7074097530082333e-05, "loss": 0.1016, "step": 900 }, { "epoch": 1.56, "learning_rate": 2.6757441418619384e-05, "loss": 0.0797, "step": 910 }, { "epoch": 1.57, "learning_rate": 2.644078530715643e-05, "loss": 0.0946, "step": 920 }, { "epoch": 1.59, "learning_rate": 2.612412919569348e-05, "loss": 0.0317, "step": 930 }, { "epoch": 1.61, "learning_rate": 2.5807473084230528e-05, "loss": 0.0673, "step": 940 }, { "epoch": 1.62, "learning_rate": 2.549081697276758e-05, "loss": 0.0287, "step": 950 }, { "epoch": 1.64, "learning_rate": 2.5174160861304623e-05, "loss": 0.0273, "step": 960 }, { "epoch": 1.66, "learning_rate": 2.4857504749841674e-05, "loss": 0.0404, "step": 970 }, { "epoch": 1.67, "learning_rate": 2.4540848638378722e-05, "loss": 0.0524, "step": 980 }, { "epoch": 1.69, "learning_rate": 2.422419252691577e-05, "loss": 0.0372, "step": 990 }, { "epoch": 1.71, "learning_rate": 2.3907536415452818e-05, "loss": 0.0706, "step": 1000 }, { "epoch": 1.73, "learning_rate": 2.359088030398987e-05, "loss": 0.0451, "step": 1010 }, { "epoch": 1.74, "learning_rate": 2.3274224192526917e-05, "loss": 0.0583, "step": 1020 }, { "epoch": 1.76, "learning_rate": 2.2957568081063964e-05, "loss": 0.0233, "step": 1030 }, { "epoch": 1.78, "learning_rate": 2.2640911969601016e-05, "loss": 0.0509, "step": 1040 }, { "epoch": 1.79, "learning_rate": 2.2324255858138063e-05, "loss": 0.0619, "step": 1050 }, { "epoch": 1.81, "learning_rate": 2.200759974667511e-05, "loss": 0.0945, "step": 1060 }, { "epoch": 1.83, "learning_rate": 2.169094363521216e-05, "loss": 0.0151, "step": 1070 }, { "epoch": 1.85, "learning_rate": 2.137428752374921e-05, "loss": 0.0675, "step": 1080 }, { "epoch": 1.86, "learning_rate": 2.1057631412286258e-05, "loss": 0.0548, "step": 1090 }, { "epoch": 1.88, "learning_rate": 2.0740975300823306e-05, "loss": 0.0327, "step": 1100 }, { "epoch": 1.9, "learning_rate": 2.0424319189360357e-05, "loss": 0.1223, "step": 1110 }, { "epoch": 1.91, "learning_rate": 2.0107663077897405e-05, "loss": 0.1124, "step": 1120 }, { "epoch": 1.93, "learning_rate": 1.9791006966434452e-05, "loss": 0.0497, "step": 1130 }, { "epoch": 1.95, "learning_rate": 1.94743508549715e-05, "loss": 0.0703, "step": 1140 }, { "epoch": 1.97, "learning_rate": 1.915769474350855e-05, "loss": 0.0212, "step": 1150 }, { "epoch": 1.98, "learning_rate": 1.88410386320456e-05, "loss": 0.1229, "step": 1160 }, { "epoch": 2.0, "learning_rate": 1.8524382520582647e-05, "loss": 0.0374, "step": 1170 }, { "epoch": 2.0, "eval_accuracy": 0.9955147372917557, "eval_loss": 0.015015287324786186, "eval_runtime": 154.7173, "eval_samples_per_second": 30.262, "eval_steps_per_second": 3.788, "step": 1170 }, { "epoch": 2.02, "learning_rate": 1.8207726409119695e-05, "loss": 0.0663, "step": 1180 }, { "epoch": 2.03, "learning_rate": 1.7891070297656746e-05, "loss": 0.0235, "step": 1190 }, { "epoch": 2.05, "learning_rate": 1.7574414186193794e-05, "loss": 0.0491, "step": 1200 }, { "epoch": 2.07, "learning_rate": 1.725775807473084e-05, "loss": 0.0361, "step": 1210 }, { "epoch": 2.09, "learning_rate": 1.6941101963267893e-05, "loss": 0.0354, "step": 1220 }, { "epoch": 2.1, "learning_rate": 1.662444585180494e-05, "loss": 0.0222, "step": 1230 }, { "epoch": 2.12, "learning_rate": 1.6307789740341988e-05, "loss": 0.0769, "step": 1240 }, { "epoch": 2.14, "learning_rate": 1.5991133628879036e-05, "loss": 0.0423, "step": 1250 }, { "epoch": 2.15, "learning_rate": 1.5674477517416087e-05, "loss": 0.0301, "step": 1260 }, { "epoch": 2.17, "learning_rate": 1.5357821405953135e-05, "loss": 0.0092, "step": 1270 }, { "epoch": 2.19, "learning_rate": 1.5041165294490185e-05, "loss": 0.0443, "step": 1280 }, { "epoch": 2.21, "learning_rate": 1.4724509183027232e-05, "loss": 0.0504, "step": 1290 }, { "epoch": 2.22, "learning_rate": 1.4407853071564282e-05, "loss": 0.0229, "step": 1300 }, { "epoch": 2.24, "learning_rate": 1.409119696010133e-05, "loss": 0.077, "step": 1310 }, { "epoch": 2.26, "learning_rate": 1.3774540848638379e-05, "loss": 0.0168, "step": 1320 }, { "epoch": 2.27, "learning_rate": 1.3457884737175427e-05, "loss": 0.0509, "step": 1330 }, { "epoch": 2.29, "learning_rate": 1.3141228625712476e-05, "loss": 0.1056, "step": 1340 }, { "epoch": 2.31, "learning_rate": 1.2824572514249524e-05, "loss": 0.0267, "step": 1350 }, { "epoch": 2.32, "learning_rate": 1.2507916402786574e-05, "loss": 0.0302, "step": 1360 }, { "epoch": 2.34, "learning_rate": 1.2191260291323623e-05, "loss": 0.067, "step": 1370 }, { "epoch": 2.36, "learning_rate": 1.1874604179860673e-05, "loss": 0.0344, "step": 1380 }, { "epoch": 2.38, "learning_rate": 1.1557948068397722e-05, "loss": 0.0408, "step": 1390 }, { "epoch": 2.39, "learning_rate": 1.124129195693477e-05, "loss": 0.0313, "step": 1400 }, { "epoch": 2.41, "learning_rate": 1.092463584547182e-05, "loss": 0.0065, "step": 1410 }, { "epoch": 2.43, "learning_rate": 1.0607979734008867e-05, "loss": 0.0507, "step": 1420 }, { "epoch": 2.44, "learning_rate": 1.0291323622545917e-05, "loss": 0.0182, "step": 1430 }, { "epoch": 2.46, "learning_rate": 9.974667511082964e-06, "loss": 0.0413, "step": 1440 }, { "epoch": 2.48, "learning_rate": 9.658011399620014e-06, "loss": 0.0626, "step": 1450 }, { "epoch": 2.5, "learning_rate": 9.341355288157062e-06, "loss": 0.0222, "step": 1460 }, { "epoch": 2.51, "learning_rate": 9.024699176694111e-06, "loss": 0.0529, "step": 1470 }, { "epoch": 2.53, "learning_rate": 8.70804306523116e-06, "loss": 0.0042, "step": 1480 }, { "epoch": 2.55, "learning_rate": 8.391386953768208e-06, "loss": 0.051, "step": 1490 }, { "epoch": 2.56, "learning_rate": 8.074730842305258e-06, "loss": 0.0377, "step": 1500 }, { "epoch": 2.58, "learning_rate": 7.758074730842306e-06, "loss": 0.0639, "step": 1510 }, { "epoch": 2.6, "learning_rate": 7.441418619379355e-06, "loss": 0.0532, "step": 1520 }, { "epoch": 2.62, "learning_rate": 7.124762507916404e-06, "loss": 0.0601, "step": 1530 }, { "epoch": 2.63, "learning_rate": 6.808106396453452e-06, "loss": 0.0118, "step": 1540 }, { "epoch": 2.65, "learning_rate": 6.491450284990501e-06, "loss": 0.069, "step": 1550 }, { "epoch": 2.67, "learning_rate": 6.1747941735275496e-06, "loss": 0.1187, "step": 1560 }, { "epoch": 2.68, "learning_rate": 5.858138062064598e-06, "loss": 0.0612, "step": 1570 }, { "epoch": 2.7, "learning_rate": 5.541481950601647e-06, "loss": 0.0387, "step": 1580 }, { "epoch": 2.72, "learning_rate": 5.2248258391386955e-06, "loss": 0.0172, "step": 1590 }, { "epoch": 2.73, "learning_rate": 4.908169727675745e-06, "loss": 0.0591, "step": 1600 }, { "epoch": 2.75, "learning_rate": 4.5915136162127936e-06, "loss": 0.0594, "step": 1610 }, { "epoch": 2.77, "learning_rate": 4.274857504749842e-06, "loss": 0.0249, "step": 1620 }, { "epoch": 2.79, "learning_rate": 3.958201393286891e-06, "loss": 0.0707, "step": 1630 }, { "epoch": 2.8, "learning_rate": 3.6415452818239395e-06, "loss": 0.0472, "step": 1640 }, { "epoch": 2.82, "learning_rate": 3.324889170360988e-06, "loss": 0.0371, "step": 1650 }, { "epoch": 2.84, "learning_rate": 3.008233058898037e-06, "loss": 0.0076, "step": 1660 }, { "epoch": 2.85, "learning_rate": 2.6915769474350858e-06, "loss": 0.0263, "step": 1670 }, { "epoch": 2.87, "learning_rate": 2.3749208359721344e-06, "loss": 0.0256, "step": 1680 }, { "epoch": 2.89, "learning_rate": 2.058264724509183e-06, "loss": 0.0349, "step": 1690 }, { "epoch": 2.91, "learning_rate": 1.7416086130462319e-06, "loss": 0.0315, "step": 1700 }, { "epoch": 2.92, "learning_rate": 1.4249525015832807e-06, "loss": 0.0217, "step": 1710 }, { "epoch": 2.94, "learning_rate": 1.1082963901203294e-06, "loss": 0.0409, "step": 1720 }, { "epoch": 2.96, "learning_rate": 7.916402786573782e-07, "loss": 0.0194, "step": 1730 }, { "epoch": 2.97, "learning_rate": 4.749841671944269e-07, "loss": 0.0258, "step": 1740 }, { "epoch": 2.99, "learning_rate": 1.5832805573147563e-07, "loss": 0.0559, "step": 1750 }, { "epoch": 3.0, "eval_accuracy": 0.9976505766766339, "eval_loss": 0.011637404561042786, "eval_runtime": 150.0146, "eval_samples_per_second": 31.21, "eval_steps_per_second": 3.906, "step": 1755 }, { "epoch": 3.0, "step": 1755, "total_flos": 4.3513294045912105e+18, "train_loss": 0.08035437971183718, "train_runtime": 5091.7575, "train_samples_per_second": 11.034, "train_steps_per_second": 0.345 } ], "max_steps": 1755, "num_train_epochs": 3, "total_flos": 4.3513294045912105e+18, "trial_name": null, "trial_params": null }