{ "best_metric": 0.051459942013025284, "best_model_checkpoint": "./vit-base-letter/checkpoint-2900", "epoch": 4.0, "global_step": 3252, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 0.0001993849938499385, "loss": 3.1242, "step": 10 }, { "epoch": 0.02, "learning_rate": 0.000198769987699877, "loss": 2.6937, "step": 20 }, { "epoch": 0.04, "learning_rate": 0.00019815498154981552, "loss": 2.1871, "step": 30 }, { "epoch": 0.05, "learning_rate": 0.000197539975399754, "loss": 1.7584, "step": 40 }, { "epoch": 0.06, "learning_rate": 0.0001969249692496925, "loss": 1.428, "step": 50 }, { "epoch": 0.07, "learning_rate": 0.000196309963099631, "loss": 1.1022, "step": 60 }, { "epoch": 0.09, "learning_rate": 0.0001956949569495695, "loss": 0.862, "step": 70 }, { "epoch": 0.1, "learning_rate": 0.000195079950799508, "loss": 0.7286, "step": 80 }, { "epoch": 0.11, "learning_rate": 0.00019446494464944652, "loss": 0.6413, "step": 90 }, { "epoch": 0.12, "learning_rate": 0.000193849938499385, "loss": 0.5539, "step": 100 }, { "epoch": 0.12, "eval_accuracy": 0.9307692307692308, "eval_loss": 0.5576168298721313, "eval_runtime": 20.0625, "eval_samples_per_second": 129.595, "eval_steps_per_second": 8.125, "step": 100 }, { "epoch": 0.14, "learning_rate": 0.0001932349323493235, "loss": 0.5329, "step": 110 }, { "epoch": 0.15, "learning_rate": 0.000192619926199262, "loss": 0.4424, "step": 120 }, { "epoch": 0.16, "learning_rate": 0.0001920049200492005, "loss": 0.3445, "step": 130 }, { "epoch": 0.17, "learning_rate": 0.00019138991389913902, "loss": 0.448, "step": 140 }, { "epoch": 0.18, "learning_rate": 0.00019077490774907748, "loss": 0.3616, "step": 150 }, { "epoch": 0.2, "learning_rate": 0.000190159901599016, "loss": 0.422, "step": 160 }, { "epoch": 0.21, "learning_rate": 0.0001895448954489545, "loss": 0.3273, "step": 170 }, { "epoch": 0.22, "learning_rate": 0.000188929889298893, "loss": 0.2256, "step": 180 }, { "epoch": 0.23, "learning_rate": 0.0001883148831488315, "loss": 0.1926, "step": 190 }, { "epoch": 0.25, "learning_rate": 0.00018769987699876998, "loss": 0.2688, "step": 200 }, { "epoch": 0.25, "eval_accuracy": 0.9665384615384616, "eval_loss": 0.23705258965492249, "eval_runtime": 19.9301, "eval_samples_per_second": 130.456, "eval_steps_per_second": 8.179, "step": 200 }, { "epoch": 0.26, "learning_rate": 0.0001870848708487085, "loss": 0.2367, "step": 210 }, { "epoch": 0.27, "learning_rate": 0.000186469864698647, "loss": 0.2625, "step": 220 }, { "epoch": 0.28, "learning_rate": 0.0001858548585485855, "loss": 0.2304, "step": 230 }, { "epoch": 0.3, "learning_rate": 0.000185239852398524, "loss": 0.2889, "step": 240 }, { "epoch": 0.31, "learning_rate": 0.0001846248462484625, "loss": 0.1779, "step": 250 }, { "epoch": 0.32, "learning_rate": 0.00018400984009840098, "loss": 0.1514, "step": 260 }, { "epoch": 0.33, "learning_rate": 0.0001833948339483395, "loss": 0.2225, "step": 270 }, { "epoch": 0.34, "learning_rate": 0.00018277982779827797, "loss": 0.1753, "step": 280 }, { "epoch": 0.36, "learning_rate": 0.0001821648216482165, "loss": 0.1848, "step": 290 }, { "epoch": 0.37, "learning_rate": 0.00018154981549815499, "loss": 0.1568, "step": 300 }, { "epoch": 0.37, "eval_accuracy": 0.9688461538461538, "eval_loss": 0.18294188380241394, "eval_runtime": 19.7383, "eval_samples_per_second": 131.724, "eval_steps_per_second": 8.258, "step": 300 }, { "epoch": 0.38, "learning_rate": 0.00018093480934809348, "loss": 0.1902, "step": 310 }, { "epoch": 0.39, "learning_rate": 0.00018031980319803198, "loss": 0.1647, "step": 320 }, { "epoch": 0.41, "learning_rate": 0.0001797047970479705, "loss": 0.1953, "step": 330 }, { "epoch": 0.42, "learning_rate": 0.000179089790897909, "loss": 0.2202, "step": 340 }, { "epoch": 0.43, "learning_rate": 0.0001784747847478475, "loss": 0.1543, "step": 350 }, { "epoch": 0.44, "learning_rate": 0.00017785977859778598, "loss": 0.1254, "step": 360 }, { "epoch": 0.46, "learning_rate": 0.00017724477244772448, "loss": 0.225, "step": 370 }, { "epoch": 0.47, "learning_rate": 0.000176629766297663, "loss": 0.2148, "step": 380 }, { "epoch": 0.48, "learning_rate": 0.00017601476014760147, "loss": 0.2064, "step": 390 }, { "epoch": 0.49, "learning_rate": 0.00017539975399754, "loss": 0.1684, "step": 400 }, { "epoch": 0.49, "eval_accuracy": 0.9661538461538461, "eval_loss": 0.16110503673553467, "eval_runtime": 19.5434, "eval_samples_per_second": 133.037, "eval_steps_per_second": 8.34, "step": 400 }, { "epoch": 0.5, "learning_rate": 0.00017478474784747848, "loss": 0.1313, "step": 410 }, { "epoch": 0.52, "learning_rate": 0.00017416974169741698, "loss": 0.1437, "step": 420 }, { "epoch": 0.53, "learning_rate": 0.0001736162361623616, "loss": 0.1067, "step": 430 }, { "epoch": 0.54, "learning_rate": 0.00017300123001230013, "loss": 0.1696, "step": 440 }, { "epoch": 0.55, "learning_rate": 0.00017238622386223863, "loss": 0.1877, "step": 450 }, { "epoch": 0.57, "learning_rate": 0.00017177121771217712, "loss": 0.1683, "step": 460 }, { "epoch": 0.58, "learning_rate": 0.00017115621156211564, "loss": 0.1345, "step": 470 }, { "epoch": 0.59, "learning_rate": 0.00017054120541205414, "loss": 0.1548, "step": 480 }, { "epoch": 0.6, "learning_rate": 0.00016992619926199263, "loss": 0.1133, "step": 490 }, { "epoch": 0.62, "learning_rate": 0.00016931119311193113, "loss": 0.1584, "step": 500 }, { "epoch": 0.62, "eval_accuracy": 0.9673076923076923, "eval_loss": 0.134025439620018, "eval_runtime": 19.5947, "eval_samples_per_second": 132.689, "eval_steps_per_second": 8.319, "step": 500 }, { "epoch": 0.63, "learning_rate": 0.00016869618696186962, "loss": 0.0944, "step": 510 }, { "epoch": 0.64, "learning_rate": 0.00016808118081180812, "loss": 0.1339, "step": 520 }, { "epoch": 0.65, "learning_rate": 0.00016746617466174664, "loss": 0.1224, "step": 530 }, { "epoch": 0.66, "learning_rate": 0.0001668511685116851, "loss": 0.0884, "step": 540 }, { "epoch": 0.68, "learning_rate": 0.00016623616236162363, "loss": 0.0793, "step": 550 }, { "epoch": 0.69, "learning_rate": 0.00016562115621156212, "loss": 0.1709, "step": 560 }, { "epoch": 0.7, "learning_rate": 0.00016500615006150062, "loss": 0.1247, "step": 570 }, { "epoch": 0.71, "learning_rate": 0.00016439114391143914, "loss": 0.0932, "step": 580 }, { "epoch": 0.73, "learning_rate": 0.0001637761377613776, "loss": 0.1186, "step": 590 }, { "epoch": 0.74, "learning_rate": 0.00016316113161131613, "loss": 0.1569, "step": 600 }, { "epoch": 0.74, "eval_accuracy": 0.953076923076923, "eval_loss": 0.19328586757183075, "eval_runtime": 19.7536, "eval_samples_per_second": 131.621, "eval_steps_per_second": 8.252, "step": 600 }, { "epoch": 0.75, "learning_rate": 0.00016254612546125462, "loss": 0.1604, "step": 610 }, { "epoch": 0.76, "learning_rate": 0.00016193111931119312, "loss": 0.0663, "step": 620 }, { "epoch": 0.77, "learning_rate": 0.00016131611316113161, "loss": 0.2167, "step": 630 }, { "epoch": 0.79, "learning_rate": 0.00016070110701107014, "loss": 0.095, "step": 640 }, { "epoch": 0.8, "learning_rate": 0.0001600861008610086, "loss": 0.0874, "step": 650 }, { "epoch": 0.81, "learning_rate": 0.00015947109471094713, "loss": 0.1631, "step": 660 }, { "epoch": 0.82, "learning_rate": 0.00015885608856088562, "loss": 0.1154, "step": 670 }, { "epoch": 0.84, "learning_rate": 0.00015824108241082411, "loss": 0.1664, "step": 680 }, { "epoch": 0.85, "learning_rate": 0.00015762607626076264, "loss": 0.0859, "step": 690 }, { "epoch": 0.86, "learning_rate": 0.0001570110701107011, "loss": 0.0992, "step": 700 }, { "epoch": 0.86, "eval_accuracy": 0.9780769230769231, "eval_loss": 0.10314588993787766, "eval_runtime": 19.6708, "eval_samples_per_second": 132.176, "eval_steps_per_second": 8.286, "step": 700 }, { "epoch": 0.87, "learning_rate": 0.00015639606396063963, "loss": 0.0465, "step": 710 }, { "epoch": 0.89, "learning_rate": 0.00015578105781057812, "loss": 0.0781, "step": 720 }, { "epoch": 0.9, "learning_rate": 0.00015516605166051662, "loss": 0.1373, "step": 730 }, { "epoch": 0.91, "learning_rate": 0.0001545510455104551, "loss": 0.1474, "step": 740 }, { "epoch": 0.92, "learning_rate": 0.0001539360393603936, "loss": 0.1383, "step": 750 }, { "epoch": 0.93, "learning_rate": 0.0001533210332103321, "loss": 0.1276, "step": 760 }, { "epoch": 0.95, "learning_rate": 0.00015270602706027062, "loss": 0.1304, "step": 770 }, { "epoch": 0.96, "learning_rate": 0.00015209102091020912, "loss": 0.1041, "step": 780 }, { "epoch": 0.97, "learning_rate": 0.0001514760147601476, "loss": 0.0746, "step": 790 }, { "epoch": 0.98, "learning_rate": 0.0001508610086100861, "loss": 0.0573, "step": 800 }, { "epoch": 0.98, "eval_accuracy": 0.9780769230769231, "eval_loss": 0.1024000346660614, "eval_runtime": 19.7326, "eval_samples_per_second": 131.762, "eval_steps_per_second": 8.26, "step": 800 }, { "epoch": 1.0, "learning_rate": 0.0001502460024600246, "loss": 0.068, "step": 810 }, { "epoch": 1.01, "learning_rate": 0.00014963099630996312, "loss": 0.0615, "step": 820 }, { "epoch": 1.02, "learning_rate": 0.0001490159901599016, "loss": 0.0928, "step": 830 }, { "epoch": 1.03, "learning_rate": 0.0001484009840098401, "loss": 0.1008, "step": 840 }, { "epoch": 1.05, "learning_rate": 0.0001477859778597786, "loss": 0.0815, "step": 850 }, { "epoch": 1.06, "learning_rate": 0.0001471709717097171, "loss": 0.0865, "step": 860 }, { "epoch": 1.07, "learning_rate": 0.0001465559655596556, "loss": 0.0468, "step": 870 }, { "epoch": 1.08, "learning_rate": 0.00014594095940959412, "loss": 0.0811, "step": 880 }, { "epoch": 1.09, "learning_rate": 0.0001453259532595326, "loss": 0.0475, "step": 890 }, { "epoch": 1.11, "learning_rate": 0.0001447109471094711, "loss": 0.0359, "step": 900 }, { "epoch": 1.11, "eval_accuracy": 0.9803846153846154, "eval_loss": 0.09497525542974472, "eval_runtime": 19.8135, "eval_samples_per_second": 131.224, "eval_steps_per_second": 8.227, "step": 900 }, { "epoch": 1.12, "learning_rate": 0.0001440959409594096, "loss": 0.1011, "step": 910 }, { "epoch": 1.13, "learning_rate": 0.0001434809348093481, "loss": 0.1215, "step": 920 }, { "epoch": 1.14, "learning_rate": 0.00014286592865928662, "loss": 0.1678, "step": 930 }, { "epoch": 1.16, "learning_rate": 0.00014225092250922509, "loss": 0.0816, "step": 940 }, { "epoch": 1.17, "learning_rate": 0.0001416359163591636, "loss": 0.1048, "step": 950 }, { "epoch": 1.18, "learning_rate": 0.0001410209102091021, "loss": 0.0386, "step": 960 }, { "epoch": 1.19, "learning_rate": 0.0001404059040590406, "loss": 0.0852, "step": 970 }, { "epoch": 1.21, "learning_rate": 0.0001397908979089791, "loss": 0.0613, "step": 980 }, { "epoch": 1.22, "learning_rate": 0.00013917589175891759, "loss": 0.0738, "step": 990 }, { "epoch": 1.23, "learning_rate": 0.0001385608856088561, "loss": 0.0961, "step": 1000 }, { "epoch": 1.23, "eval_accuracy": 0.9723076923076923, "eval_loss": 0.11998701840639114, "eval_runtime": 19.8193, "eval_samples_per_second": 131.185, "eval_steps_per_second": 8.224, "step": 1000 }, { "epoch": 1.24, "learning_rate": 0.0001379458794587946, "loss": 0.0705, "step": 1010 }, { "epoch": 1.25, "learning_rate": 0.0001373308733087331, "loss": 0.0944, "step": 1020 }, { "epoch": 1.27, "learning_rate": 0.0001367158671586716, "loss": 0.0626, "step": 1030 }, { "epoch": 1.28, "learning_rate": 0.0001361008610086101, "loss": 0.0442, "step": 1040 }, { "epoch": 1.29, "learning_rate": 0.00013548585485854858, "loss": 0.1229, "step": 1050 }, { "epoch": 1.3, "learning_rate": 0.0001348708487084871, "loss": 0.0466, "step": 1060 }, { "epoch": 1.32, "learning_rate": 0.00013425584255842557, "loss": 0.0718, "step": 1070 }, { "epoch": 1.33, "learning_rate": 0.0001336408364083641, "loss": 0.0657, "step": 1080 }, { "epoch": 1.34, "learning_rate": 0.0001330258302583026, "loss": 0.0509, "step": 1090 }, { "epoch": 1.35, "learning_rate": 0.00013241082410824108, "loss": 0.0334, "step": 1100 }, { "epoch": 1.35, "eval_accuracy": 0.975, "eval_loss": 0.09949370473623276, "eval_runtime": 19.8958, "eval_samples_per_second": 130.681, "eval_steps_per_second": 8.193, "step": 1100 }, { "epoch": 1.37, "learning_rate": 0.0001317958179581796, "loss": 0.0408, "step": 1110 }, { "epoch": 1.38, "learning_rate": 0.0001311808118081181, "loss": 0.0814, "step": 1120 }, { "epoch": 1.39, "learning_rate": 0.0001305658056580566, "loss": 0.0706, "step": 1130 }, { "epoch": 1.4, "learning_rate": 0.0001299507995079951, "loss": 0.0224, "step": 1140 }, { "epoch": 1.41, "learning_rate": 0.00012933579335793358, "loss": 0.1008, "step": 1150 }, { "epoch": 1.43, "learning_rate": 0.00012872078720787208, "loss": 0.0706, "step": 1160 }, { "epoch": 1.44, "learning_rate": 0.0001281057810578106, "loss": 0.1359, "step": 1170 }, { "epoch": 1.45, "learning_rate": 0.00012749077490774907, "loss": 0.1311, "step": 1180 }, { "epoch": 1.46, "learning_rate": 0.0001268757687576876, "loss": 0.053, "step": 1190 }, { "epoch": 1.48, "learning_rate": 0.00012626076260762608, "loss": 0.0855, "step": 1200 }, { "epoch": 1.48, "eval_accuracy": 0.9815384615384616, "eval_loss": 0.07914509624242783, "eval_runtime": 20.4038, "eval_samples_per_second": 127.427, "eval_steps_per_second": 7.989, "step": 1200 }, { "epoch": 1.49, "learning_rate": 0.00012564575645756458, "loss": 0.0763, "step": 1210 }, { "epoch": 1.5, "learning_rate": 0.0001250307503075031, "loss": 0.0159, "step": 1220 }, { "epoch": 1.51, "learning_rate": 0.00012441574415744157, "loss": 0.0918, "step": 1230 }, { "epoch": 1.53, "learning_rate": 0.0001238007380073801, "loss": 0.0489, "step": 1240 }, { "epoch": 1.54, "learning_rate": 0.00012318573185731858, "loss": 0.0499, "step": 1250 }, { "epoch": 1.55, "learning_rate": 0.00012257072570725708, "loss": 0.0372, "step": 1260 }, { "epoch": 1.56, "learning_rate": 0.00012195571955719559, "loss": 0.0526, "step": 1270 }, { "epoch": 1.57, "learning_rate": 0.00012134071340713408, "loss": 0.0638, "step": 1280 }, { "epoch": 1.59, "learning_rate": 0.00012072570725707258, "loss": 0.0662, "step": 1290 }, { "epoch": 1.6, "learning_rate": 0.00012011070110701108, "loss": 0.0902, "step": 1300 }, { "epoch": 1.6, "eval_accuracy": 0.9765384615384616, "eval_loss": 0.09805391728878021, "eval_runtime": 20.4238, "eval_samples_per_second": 127.302, "eval_steps_per_second": 7.981, "step": 1300 }, { "epoch": 1.61, "learning_rate": 0.00011949569495694957, "loss": 0.0736, "step": 1310 }, { "epoch": 1.62, "learning_rate": 0.00011888068880688807, "loss": 0.0986, "step": 1320 }, { "epoch": 1.64, "learning_rate": 0.00011826568265682658, "loss": 0.0817, "step": 1330 }, { "epoch": 1.65, "learning_rate": 0.00011765067650676506, "loss": 0.0586, "step": 1340 }, { "epoch": 1.66, "learning_rate": 0.00011703567035670357, "loss": 0.0788, "step": 1350 }, { "epoch": 1.67, "learning_rate": 0.00011642066420664208, "loss": 0.0452, "step": 1360 }, { "epoch": 1.69, "learning_rate": 0.00011580565805658057, "loss": 0.0125, "step": 1370 }, { "epoch": 1.7, "learning_rate": 0.00011519065190651908, "loss": 0.1138, "step": 1380 }, { "epoch": 1.71, "learning_rate": 0.00011457564575645756, "loss": 0.0824, "step": 1390 }, { "epoch": 1.72, "learning_rate": 0.00011396063960639607, "loss": 0.0583, "step": 1400 }, { "epoch": 1.72, "eval_accuracy": 0.9711538461538461, "eval_loss": 0.11919466406106949, "eval_runtime": 20.5384, "eval_samples_per_second": 126.592, "eval_steps_per_second": 7.936, "step": 1400 }, { "epoch": 1.73, "learning_rate": 0.00011334563345633458, "loss": 0.0746, "step": 1410 }, { "epoch": 1.75, "learning_rate": 0.00011273062730627306, "loss": 0.1108, "step": 1420 }, { "epoch": 1.76, "learning_rate": 0.00011211562115621157, "loss": 0.1226, "step": 1430 }, { "epoch": 1.77, "learning_rate": 0.00011150061500615008, "loss": 0.1026, "step": 1440 }, { "epoch": 1.78, "learning_rate": 0.00011088560885608856, "loss": 0.1145, "step": 1450 }, { "epoch": 1.8, "learning_rate": 0.00011027060270602707, "loss": 0.0374, "step": 1460 }, { "epoch": 1.81, "learning_rate": 0.00010965559655596556, "loss": 0.0525, "step": 1470 }, { "epoch": 1.82, "learning_rate": 0.00010904059040590407, "loss": 0.0879, "step": 1480 }, { "epoch": 1.83, "learning_rate": 0.00010842558425584256, "loss": 0.0417, "step": 1490 }, { "epoch": 1.85, "learning_rate": 0.00010781057810578106, "loss": 0.0683, "step": 1500 }, { "epoch": 1.85, "eval_accuracy": 0.9846153846153847, "eval_loss": 0.06915987282991409, "eval_runtime": 20.393, "eval_samples_per_second": 127.495, "eval_steps_per_second": 7.993, "step": 1500 }, { "epoch": 1.86, "learning_rate": 0.00010719557195571957, "loss": 0.0444, "step": 1510 }, { "epoch": 1.87, "learning_rate": 0.00010658056580565808, "loss": 0.0272, "step": 1520 }, { "epoch": 1.88, "learning_rate": 0.00010596555965559656, "loss": 0.0615, "step": 1530 }, { "epoch": 1.89, "learning_rate": 0.00010535055350553507, "loss": 0.0254, "step": 1540 }, { "epoch": 1.91, "learning_rate": 0.00010473554735547355, "loss": 0.0911, "step": 1550 }, { "epoch": 1.92, "learning_rate": 0.00010412054120541206, "loss": 0.0585, "step": 1560 }, { "epoch": 1.93, "learning_rate": 0.00010350553505535056, "loss": 0.1168, "step": 1570 }, { "epoch": 1.94, "learning_rate": 0.00010289052890528906, "loss": 0.0898, "step": 1580 }, { "epoch": 1.96, "learning_rate": 0.00010227552275522757, "loss": 0.0568, "step": 1590 }, { "epoch": 1.97, "learning_rate": 0.00010166051660516606, "loss": 0.1188, "step": 1600 }, { "epoch": 1.97, "eval_accuracy": 0.9784615384615385, "eval_loss": 0.09314684569835663, "eval_runtime": 20.4297, "eval_samples_per_second": 127.266, "eval_steps_per_second": 7.979, "step": 1600 }, { "epoch": 1.98, "learning_rate": 0.00010104551045510456, "loss": 0.0545, "step": 1610 }, { "epoch": 1.99, "learning_rate": 0.00010043050430504306, "loss": 0.0571, "step": 1620 }, { "epoch": 2.0, "learning_rate": 9.981549815498156e-05, "loss": 0.0525, "step": 1630 }, { "epoch": 2.02, "learning_rate": 9.920049200492005e-05, "loss": 0.0253, "step": 1640 }, { "epoch": 2.03, "learning_rate": 9.858548585485855e-05, "loss": 0.0148, "step": 1650 }, { "epoch": 2.04, "learning_rate": 9.797047970479706e-05, "loss": 0.0338, "step": 1660 }, { "epoch": 2.05, "learning_rate": 9.735547355473555e-05, "loss": 0.0078, "step": 1670 }, { "epoch": 2.07, "learning_rate": 9.674046740467405e-05, "loss": 0.0407, "step": 1680 }, { "epoch": 2.08, "learning_rate": 9.612546125461255e-05, "loss": 0.0654, "step": 1690 }, { "epoch": 2.09, "learning_rate": 9.551045510455105e-05, "loss": 0.0366, "step": 1700 }, { "epoch": 2.09, "eval_accuracy": 0.9803846153846154, "eval_loss": 0.09191113710403442, "eval_runtime": 20.4659, "eval_samples_per_second": 127.041, "eval_steps_per_second": 7.964, "step": 1700 }, { "epoch": 2.1, "learning_rate": 9.489544895448956e-05, "loss": 0.0548, "step": 1710 }, { "epoch": 2.12, "learning_rate": 9.428044280442805e-05, "loss": 0.0473, "step": 1720 }, { "epoch": 2.13, "learning_rate": 9.366543665436655e-05, "loss": 0.0664, "step": 1730 }, { "epoch": 2.14, "learning_rate": 9.305043050430505e-05, "loss": 0.0333, "step": 1740 }, { "epoch": 2.15, "learning_rate": 9.243542435424355e-05, "loss": 0.0527, "step": 1750 }, { "epoch": 2.16, "learning_rate": 9.182041820418204e-05, "loss": 0.0532, "step": 1760 }, { "epoch": 2.18, "learning_rate": 9.120541205412054e-05, "loss": 0.0172, "step": 1770 }, { "epoch": 2.19, "learning_rate": 9.059040590405905e-05, "loss": 0.0396, "step": 1780 }, { "epoch": 2.2, "learning_rate": 8.997539975399754e-05, "loss": 0.0656, "step": 1790 }, { "epoch": 2.21, "learning_rate": 8.936039360393605e-05, "loss": 0.0276, "step": 1800 }, { "epoch": 2.21, "eval_accuracy": 0.9846153846153847, "eval_loss": 0.06672599911689758, "eval_runtime": 20.3533, "eval_samples_per_second": 127.743, "eval_steps_per_second": 8.009, "step": 1800 }, { "epoch": 2.23, "learning_rate": 8.874538745387454e-05, "loss": 0.043, "step": 1810 }, { "epoch": 2.24, "learning_rate": 8.813038130381305e-05, "loss": 0.0156, "step": 1820 }, { "epoch": 2.25, "learning_rate": 8.751537515375155e-05, "loss": 0.0472, "step": 1830 }, { "epoch": 2.26, "learning_rate": 8.690036900369004e-05, "loss": 0.0278, "step": 1840 }, { "epoch": 2.28, "learning_rate": 8.628536285362854e-05, "loss": 0.0376, "step": 1850 }, { "epoch": 2.29, "learning_rate": 8.567035670356705e-05, "loss": 0.0764, "step": 1860 }, { "epoch": 2.3, "learning_rate": 8.505535055350554e-05, "loss": 0.0819, "step": 1870 }, { "epoch": 2.31, "learning_rate": 8.444034440344403e-05, "loss": 0.0277, "step": 1880 }, { "epoch": 2.32, "learning_rate": 8.382533825338253e-05, "loss": 0.0471, "step": 1890 }, { "epoch": 2.34, "learning_rate": 8.321033210332104e-05, "loss": 0.0309, "step": 1900 }, { "epoch": 2.34, "eval_accuracy": 0.9857692307692307, "eval_loss": 0.059869736433029175, "eval_runtime": 20.2748, "eval_samples_per_second": 128.238, "eval_steps_per_second": 8.04, "step": 1900 }, { "epoch": 2.35, "learning_rate": 8.259532595325955e-05, "loss": 0.0217, "step": 1910 }, { "epoch": 2.36, "learning_rate": 8.198031980319804e-05, "loss": 0.02, "step": 1920 }, { "epoch": 2.37, "learning_rate": 8.136531365313654e-05, "loss": 0.0179, "step": 1930 }, { "epoch": 2.39, "learning_rate": 8.075030750307504e-05, "loss": 0.0511, "step": 1940 }, { "epoch": 2.4, "learning_rate": 8.013530135301354e-05, "loss": 0.037, "step": 1950 }, { "epoch": 2.41, "learning_rate": 7.952029520295203e-05, "loss": 0.0609, "step": 1960 }, { "epoch": 2.42, "learning_rate": 7.890528905289053e-05, "loss": 0.0392, "step": 1970 }, { "epoch": 2.44, "learning_rate": 7.829028290282904e-05, "loss": 0.0322, "step": 1980 }, { "epoch": 2.45, "learning_rate": 7.767527675276753e-05, "loss": 0.0366, "step": 1990 }, { "epoch": 2.46, "learning_rate": 7.706027060270603e-05, "loss": 0.0183, "step": 2000 }, { "epoch": 2.46, "eval_accuracy": 0.9769230769230769, "eval_loss": 0.08916281163692474, "eval_runtime": 20.1987, "eval_samples_per_second": 128.721, "eval_steps_per_second": 8.07, "step": 2000 }, { "epoch": 2.47, "learning_rate": 7.644526445264453e-05, "loss": 0.0555, "step": 2010 }, { "epoch": 2.48, "learning_rate": 7.583025830258303e-05, "loss": 0.0125, "step": 2020 }, { "epoch": 2.5, "learning_rate": 7.521525215252154e-05, "loss": 0.0155, "step": 2030 }, { "epoch": 2.51, "learning_rate": 7.460024600246003e-05, "loss": 0.005, "step": 2040 }, { "epoch": 2.52, "learning_rate": 7.398523985239853e-05, "loss": 0.0193, "step": 2050 }, { "epoch": 2.53, "learning_rate": 7.337023370233703e-05, "loss": 0.0513, "step": 2060 }, { "epoch": 2.55, "learning_rate": 7.275522755227553e-05, "loss": 0.0618, "step": 2070 }, { "epoch": 2.56, "learning_rate": 7.214022140221402e-05, "loss": 0.0601, "step": 2080 }, { "epoch": 2.57, "learning_rate": 7.152521525215252e-05, "loss": 0.02, "step": 2090 }, { "epoch": 2.58, "learning_rate": 7.091020910209103e-05, "loss": 0.0431, "step": 2100 }, { "epoch": 2.58, "eval_accuracy": 0.985, "eval_loss": 0.06632479280233383, "eval_runtime": 19.6556, "eval_samples_per_second": 132.278, "eval_steps_per_second": 8.293, "step": 2100 }, { "epoch": 2.6, "learning_rate": 7.029520295202952e-05, "loss": 0.0327, "step": 2110 }, { "epoch": 2.61, "learning_rate": 6.968019680196803e-05, "loss": 0.0119, "step": 2120 }, { "epoch": 2.62, "learning_rate": 6.906519065190652e-05, "loss": 0.0558, "step": 2130 }, { "epoch": 2.63, "learning_rate": 6.845018450184503e-05, "loss": 0.0283, "step": 2140 }, { "epoch": 2.64, "learning_rate": 6.783517835178353e-05, "loss": 0.0451, "step": 2150 }, { "epoch": 2.66, "learning_rate": 6.722017220172202e-05, "loss": 0.0484, "step": 2160 }, { "epoch": 2.67, "learning_rate": 6.660516605166052e-05, "loss": 0.0319, "step": 2170 }, { "epoch": 2.68, "learning_rate": 6.599015990159902e-05, "loss": 0.0496, "step": 2180 }, { "epoch": 2.69, "learning_rate": 6.537515375153752e-05, "loss": 0.0128, "step": 2190 }, { "epoch": 2.71, "learning_rate": 6.476014760147601e-05, "loss": 0.0424, "step": 2200 }, { "epoch": 2.71, "eval_accuracy": 0.9861538461538462, "eval_loss": 0.0642935037612915, "eval_runtime": 20.0743, "eval_samples_per_second": 129.519, "eval_steps_per_second": 8.12, "step": 2200 }, { "epoch": 2.72, "learning_rate": 6.414514145141451e-05, "loss": 0.063, "step": 2210 }, { "epoch": 2.73, "learning_rate": 6.353013530135302e-05, "loss": 0.0555, "step": 2220 }, { "epoch": 2.74, "learning_rate": 6.291512915129151e-05, "loss": 0.0488, "step": 2230 }, { "epoch": 2.76, "learning_rate": 6.230012300123002e-05, "loss": 0.0197, "step": 2240 }, { "epoch": 2.77, "learning_rate": 6.168511685116851e-05, "loss": 0.0157, "step": 2250 }, { "epoch": 2.78, "learning_rate": 6.107011070110702e-05, "loss": 0.0359, "step": 2260 }, { "epoch": 2.79, "learning_rate": 6.045510455104552e-05, "loss": 0.0218, "step": 2270 }, { "epoch": 2.8, "learning_rate": 5.984009840098401e-05, "loss": 0.0176, "step": 2280 }, { "epoch": 2.82, "learning_rate": 5.922509225092251e-05, "loss": 0.0146, "step": 2290 }, { "epoch": 2.83, "learning_rate": 5.8610086100861016e-05, "loss": 0.0453, "step": 2300 }, { "epoch": 2.83, "eval_accuracy": 0.9861538461538462, "eval_loss": 0.06456407159566879, "eval_runtime": 19.4018, "eval_samples_per_second": 134.008, "eval_steps_per_second": 8.401, "step": 2300 }, { "epoch": 2.84, "learning_rate": 5.799507995079951e-05, "loss": 0.0617, "step": 2310 }, { "epoch": 2.85, "learning_rate": 5.738007380073801e-05, "loss": 0.046, "step": 2320 }, { "epoch": 2.87, "learning_rate": 5.6765067650676506e-05, "loss": 0.0127, "step": 2330 }, { "epoch": 2.88, "learning_rate": 5.6150061500615015e-05, "loss": 0.0337, "step": 2340 }, { "epoch": 2.89, "learning_rate": 5.553505535055351e-05, "loss": 0.0428, "step": 2350 }, { "epoch": 2.9, "learning_rate": 5.492004920049201e-05, "loss": 0.0395, "step": 2360 }, { "epoch": 2.92, "learning_rate": 5.4305043050430506e-05, "loss": 0.0145, "step": 2370 }, { "epoch": 2.93, "learning_rate": 5.3690036900369014e-05, "loss": 0.0131, "step": 2380 }, { "epoch": 2.94, "learning_rate": 5.307503075030751e-05, "loss": 0.0316, "step": 2390 }, { "epoch": 2.95, "learning_rate": 5.2460024600246e-05, "loss": 0.0528, "step": 2400 }, { "epoch": 2.95, "eval_accuracy": 0.985, "eval_loss": 0.05503399297595024, "eval_runtime": 19.633, "eval_samples_per_second": 132.43, "eval_steps_per_second": 8.302, "step": 2400 }, { "epoch": 2.96, "learning_rate": 5.1845018450184505e-05, "loss": 0.0179, "step": 2410 }, { "epoch": 2.98, "learning_rate": 5.1230012300123006e-05, "loss": 0.0185, "step": 2420 }, { "epoch": 2.99, "learning_rate": 5.061500615006151e-05, "loss": 0.0151, "step": 2430 }, { "epoch": 3.0, "learning_rate": 5e-05, "loss": 0.0501, "step": 2440 }, { "epoch": 3.01, "learning_rate": 4.93849938499385e-05, "loss": 0.0043, "step": 2450 }, { "epoch": 3.03, "learning_rate": 4.8769987699877e-05, "loss": 0.0085, "step": 2460 }, { "epoch": 3.04, "learning_rate": 4.81549815498155e-05, "loss": 0.0068, "step": 2470 }, { "epoch": 3.05, "learning_rate": 4.7539975399754e-05, "loss": 0.0222, "step": 2480 }, { "epoch": 3.06, "learning_rate": 4.6924969249692496e-05, "loss": 0.022, "step": 2490 }, { "epoch": 3.08, "learning_rate": 4.6309963099631e-05, "loss": 0.0045, "step": 2500 }, { "epoch": 3.08, "eval_accuracy": 0.9846153846153847, "eval_loss": 0.05792374908924103, "eval_runtime": 19.8321, "eval_samples_per_second": 131.101, "eval_steps_per_second": 8.219, "step": 2500 }, { "epoch": 3.09, "learning_rate": 4.569495694956949e-05, "loss": 0.0161, "step": 2510 }, { "epoch": 3.1, "learning_rate": 4.5079950799507994e-05, "loss": 0.0409, "step": 2520 }, { "epoch": 3.11, "learning_rate": 4.4464944649446495e-05, "loss": 0.0364, "step": 2530 }, { "epoch": 3.12, "learning_rate": 4.3849938499385e-05, "loss": 0.0069, "step": 2540 }, { "epoch": 3.14, "learning_rate": 4.323493234932349e-05, "loss": 0.0091, "step": 2550 }, { "epoch": 3.15, "learning_rate": 4.261992619926199e-05, "loss": 0.0037, "step": 2560 }, { "epoch": 3.16, "learning_rate": 4.2004920049200495e-05, "loss": 0.045, "step": 2570 }, { "epoch": 3.17, "learning_rate": 4.1389913899138996e-05, "loss": 0.0038, "step": 2580 }, { "epoch": 3.19, "learning_rate": 4.077490774907749e-05, "loss": 0.0035, "step": 2590 }, { "epoch": 3.2, "learning_rate": 4.015990159901599e-05, "loss": 0.007, "step": 2600 }, { "epoch": 3.2, "eval_accuracy": 0.9884615384615385, "eval_loss": 0.05168744549155235, "eval_runtime": 20.5897, "eval_samples_per_second": 126.277, "eval_steps_per_second": 7.917, "step": 2600 }, { "epoch": 3.21, "learning_rate": 3.954489544895449e-05, "loss": 0.0043, "step": 2610 }, { "epoch": 3.22, "learning_rate": 3.892988929889299e-05, "loss": 0.0466, "step": 2620 }, { "epoch": 3.23, "learning_rate": 3.831488314883149e-05, "loss": 0.0055, "step": 2630 }, { "epoch": 3.25, "learning_rate": 3.769987699876999e-05, "loss": 0.0037, "step": 2640 }, { "epoch": 3.26, "learning_rate": 3.7084870848708486e-05, "loss": 0.005, "step": 2650 }, { "epoch": 3.27, "learning_rate": 3.646986469864699e-05, "loss": 0.0082, "step": 2660 }, { "epoch": 3.28, "learning_rate": 3.585485854858548e-05, "loss": 0.0223, "step": 2670 }, { "epoch": 3.3, "learning_rate": 3.5239852398523984e-05, "loss": 0.0034, "step": 2680 }, { "epoch": 3.31, "learning_rate": 3.4624846248462485e-05, "loss": 0.0053, "step": 2690 }, { "epoch": 3.32, "learning_rate": 3.400984009840099e-05, "loss": 0.0048, "step": 2700 }, { "epoch": 3.32, "eval_accuracy": 0.9865384615384616, "eval_loss": 0.058377496898174286, "eval_runtime": 20.5674, "eval_samples_per_second": 126.413, "eval_steps_per_second": 7.925, "step": 2700 }, { "epoch": 3.33, "learning_rate": 3.339483394833948e-05, "loss": 0.0075, "step": 2710 }, { "epoch": 3.35, "learning_rate": 3.277982779827798e-05, "loss": 0.0092, "step": 2720 }, { "epoch": 3.36, "learning_rate": 3.2164821648216484e-05, "loss": 0.0164, "step": 2730 }, { "epoch": 3.37, "learning_rate": 3.1549815498154986e-05, "loss": 0.0063, "step": 2740 }, { "epoch": 3.38, "learning_rate": 3.093480934809348e-05, "loss": 0.0195, "step": 2750 }, { "epoch": 3.39, "learning_rate": 3.0319803198031982e-05, "loss": 0.0563, "step": 2760 }, { "epoch": 3.41, "learning_rate": 2.970479704797048e-05, "loss": 0.003, "step": 2770 }, { "epoch": 3.42, "learning_rate": 2.908979089790898e-05, "loss": 0.0423, "step": 2780 }, { "epoch": 3.43, "learning_rate": 2.8474784747847476e-05, "loss": 0.0035, "step": 2790 }, { "epoch": 3.44, "learning_rate": 2.7859778597785978e-05, "loss": 0.019, "step": 2800 }, { "epoch": 3.44, "eval_accuracy": 0.9873076923076923, "eval_loss": 0.05602681264281273, "eval_runtime": 20.8189, "eval_samples_per_second": 124.886, "eval_steps_per_second": 7.829, "step": 2800 }, { "epoch": 3.46, "learning_rate": 2.7244772447724476e-05, "loss": 0.0066, "step": 2810 }, { "epoch": 3.47, "learning_rate": 2.6629766297662977e-05, "loss": 0.0059, "step": 2820 }, { "epoch": 3.48, "learning_rate": 2.6014760147601475e-05, "loss": 0.0035, "step": 2830 }, { "epoch": 3.49, "learning_rate": 2.5399753997539977e-05, "loss": 0.0276, "step": 2840 }, { "epoch": 3.51, "learning_rate": 2.4784747847478475e-05, "loss": 0.0174, "step": 2850 }, { "epoch": 3.52, "learning_rate": 2.4169741697416977e-05, "loss": 0.0041, "step": 2860 }, { "epoch": 3.53, "learning_rate": 2.3554735547355475e-05, "loss": 0.0174, "step": 2870 }, { "epoch": 3.54, "learning_rate": 2.2939729397293973e-05, "loss": 0.0059, "step": 2880 }, { "epoch": 3.55, "learning_rate": 2.2324723247232474e-05, "loss": 0.0141, "step": 2890 }, { "epoch": 3.57, "learning_rate": 2.1709717097170972e-05, "loss": 0.0038, "step": 2900 }, { "epoch": 3.57, "eval_accuracy": 0.9880769230769231, "eval_loss": 0.051459942013025284, "eval_runtime": 20.7979, "eval_samples_per_second": 125.013, "eval_steps_per_second": 7.837, "step": 2900 }, { "epoch": 3.58, "learning_rate": 2.1094710947109474e-05, "loss": 0.0105, "step": 2910 }, { "epoch": 3.59, "learning_rate": 2.0479704797047972e-05, "loss": 0.0036, "step": 2920 }, { "epoch": 3.6, "learning_rate": 1.986469864698647e-05, "loss": 0.035, "step": 2930 }, { "epoch": 3.62, "learning_rate": 1.924969249692497e-05, "loss": 0.027, "step": 2940 }, { "epoch": 3.63, "learning_rate": 1.863468634686347e-05, "loss": 0.0062, "step": 2950 }, { "epoch": 3.64, "learning_rate": 1.8019680196801968e-05, "loss": 0.0183, "step": 2960 }, { "epoch": 3.65, "learning_rate": 1.740467404674047e-05, "loss": 0.0031, "step": 2970 }, { "epoch": 3.67, "learning_rate": 1.6789667896678967e-05, "loss": 0.0027, "step": 2980 }, { "epoch": 3.68, "learning_rate": 1.617466174661747e-05, "loss": 0.0037, "step": 2990 }, { "epoch": 3.69, "learning_rate": 1.5559655596555967e-05, "loss": 0.0219, "step": 3000 }, { "epoch": 3.69, "eval_accuracy": 0.9880769230769231, "eval_loss": 0.05274398624897003, "eval_runtime": 20.6528, "eval_samples_per_second": 125.891, "eval_steps_per_second": 7.892, "step": 3000 }, { "epoch": 3.7, "learning_rate": 1.4944649446494467e-05, "loss": 0.0038, "step": 3010 }, { "epoch": 3.71, "learning_rate": 1.4329643296432965e-05, "loss": 0.0445, "step": 3020 }, { "epoch": 3.73, "learning_rate": 1.3714637146371464e-05, "loss": 0.004, "step": 3030 }, { "epoch": 3.74, "learning_rate": 1.3099630996309964e-05, "loss": 0.0065, "step": 3040 }, { "epoch": 3.75, "learning_rate": 1.2484624846248464e-05, "loss": 0.0029, "step": 3050 }, { "epoch": 3.76, "learning_rate": 1.1869618696186962e-05, "loss": 0.0055, "step": 3060 }, { "epoch": 3.78, "learning_rate": 1.1254612546125462e-05, "loss": 0.007, "step": 3070 }, { "epoch": 3.79, "learning_rate": 1.0639606396063962e-05, "loss": 0.0099, "step": 3080 }, { "epoch": 3.8, "learning_rate": 1.0024600246002461e-05, "loss": 0.0067, "step": 3090 }, { "epoch": 3.81, "learning_rate": 9.40959409594096e-06, "loss": 0.0117, "step": 3100 }, { "epoch": 3.81, "eval_accuracy": 0.9888461538461538, "eval_loss": 0.05230804532766342, "eval_runtime": 20.2347, "eval_samples_per_second": 128.492, "eval_steps_per_second": 8.055, "step": 3100 }, { "epoch": 3.83, "learning_rate": 8.79458794587946e-06, "loss": 0.0271, "step": 3110 }, { "epoch": 3.84, "learning_rate": 8.179581795817959e-06, "loss": 0.0219, "step": 3120 }, { "epoch": 3.85, "learning_rate": 7.564575645756458e-06, "loss": 0.0055, "step": 3130 }, { "epoch": 3.86, "learning_rate": 6.949569495694958e-06, "loss": 0.0031, "step": 3140 }, { "epoch": 3.87, "learning_rate": 6.334563345633457e-06, "loss": 0.0115, "step": 3150 }, { "epoch": 3.89, "learning_rate": 5.7195571955719566e-06, "loss": 0.006, "step": 3160 }, { "epoch": 3.9, "learning_rate": 5.1045510455104555e-06, "loss": 0.0101, "step": 3170 }, { "epoch": 3.91, "learning_rate": 4.489544895448955e-06, "loss": 0.0197, "step": 3180 }, { "epoch": 3.92, "learning_rate": 3.874538745387454e-06, "loss": 0.0201, "step": 3190 }, { "epoch": 3.94, "learning_rate": 3.2595325953259536e-06, "loss": 0.0035, "step": 3200 }, { "epoch": 3.94, "eval_accuracy": 0.9865384615384616, "eval_loss": 0.05585360527038574, "eval_runtime": 20.2068, "eval_samples_per_second": 128.67, "eval_steps_per_second": 8.067, "step": 3200 }, { "epoch": 3.95, "learning_rate": 2.6445264452644525e-06, "loss": 0.0056, "step": 3210 }, { "epoch": 3.96, "learning_rate": 2.029520295202952e-06, "loss": 0.0221, "step": 3220 }, { "epoch": 3.97, "learning_rate": 1.4145141451414515e-06, "loss": 0.0238, "step": 3230 }, { "epoch": 3.99, "learning_rate": 7.995079950799507e-07, "loss": 0.0264, "step": 3240 }, { "epoch": 4.0, "learning_rate": 1.845018450184502e-07, "loss": 0.0255, "step": 3250 }, { "epoch": 4.0, "step": 3252, "total_flos": 8.0609004822528e+18, "train_loss": 0.11576663036481334, "train_runtime": 3043.19, "train_samples_per_second": 34.175, "train_steps_per_second": 1.069 } ], "max_steps": 3252, "num_train_epochs": 4, "total_flos": 8.0609004822528e+18, "trial_name": null, "trial_params": null }