{ "best_metric": 0.07883724570274353, "best_model_checkpoint": "./cifar/checkpoint-6200", "epoch": 4.0, "global_step": 6252, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 0.0001996801023672425, "loss": 2.0965, "step": 10 }, { "epoch": 0.01, "learning_rate": 0.00019936020473448497, "loss": 1.4515, "step": 20 }, { "epoch": 0.02, "learning_rate": 0.00019904030710172745, "loss": 0.9389, "step": 30 }, { "epoch": 0.03, "learning_rate": 0.00019872040946896996, "loss": 0.689, "step": 40 }, { "epoch": 0.03, "learning_rate": 0.0001984005118362124, "loss": 0.4917, "step": 50 }, { "epoch": 0.04, "learning_rate": 0.0001980806142034549, "loss": 0.4551, "step": 60 }, { "epoch": 0.04, "learning_rate": 0.0001977607165706974, "loss": 0.4832, "step": 70 }, { "epoch": 0.05, "learning_rate": 0.00019744081893793988, "loss": 0.4072, "step": 80 }, { "epoch": 0.06, "learning_rate": 0.00019712092130518236, "loss": 0.3861, "step": 90 }, { "epoch": 0.06, "learning_rate": 0.00019680102367242483, "loss": 0.3212, "step": 100 }, { "epoch": 0.06, "eval_accuracy": 0.8785, "eval_loss": 0.47495898604393005, "eval_runtime": 47.4814, "eval_samples_per_second": 210.609, "eval_steps_per_second": 13.163, "step": 100 }, { "epoch": 0.07, "learning_rate": 0.00019648112603966731, "loss": 0.3596, "step": 110 }, { "epoch": 0.08, "learning_rate": 0.0001961612284069098, "loss": 0.3605, "step": 120 }, { "epoch": 0.08, "learning_rate": 0.00019584133077415227, "loss": 0.3013, "step": 130 }, { "epoch": 0.09, "learning_rate": 0.00019552143314139478, "loss": 0.3512, "step": 140 }, { "epoch": 0.1, "learning_rate": 0.00019520153550863723, "loss": 0.3202, "step": 150 }, { "epoch": 0.1, "learning_rate": 0.00019488163787587971, "loss": 0.2308, "step": 160 }, { "epoch": 0.11, "learning_rate": 0.00019456174024312222, "loss": 0.4124, "step": 170 }, { "epoch": 0.12, "learning_rate": 0.0001942418426103647, "loss": 0.2991, "step": 180 }, { "epoch": 0.12, "learning_rate": 0.00019392194497760718, "loss": 0.2891, "step": 190 }, { "epoch": 0.13, "learning_rate": 0.00019360204734484966, "loss": 0.3145, "step": 200 }, { "epoch": 0.13, "eval_accuracy": 0.9347, "eval_loss": 0.2536068856716156, "eval_runtime": 48.1227, "eval_samples_per_second": 207.802, "eval_steps_per_second": 12.988, "step": 200 }, { "epoch": 0.13, "learning_rate": 0.00019328214971209214, "loss": 0.1861, "step": 210 }, { "epoch": 0.14, "learning_rate": 0.00019296225207933462, "loss": 0.3056, "step": 220 }, { "epoch": 0.15, "learning_rate": 0.0001926423544465771, "loss": 0.3428, "step": 230 }, { "epoch": 0.15, "learning_rate": 0.0001923224568138196, "loss": 0.1819, "step": 240 }, { "epoch": 0.16, "learning_rate": 0.00019200255918106206, "loss": 0.2286, "step": 250 }, { "epoch": 0.17, "learning_rate": 0.00019168266154830454, "loss": 0.1687, "step": 260 }, { "epoch": 0.17, "learning_rate": 0.00019136276391554705, "loss": 0.2, "step": 270 }, { "epoch": 0.18, "learning_rate": 0.0001910428662827895, "loss": 0.2408, "step": 280 }, { "epoch": 0.19, "learning_rate": 0.000190722968650032, "loss": 0.2047, "step": 290 }, { "epoch": 0.19, "learning_rate": 0.00019040307101727449, "loss": 0.3278, "step": 300 }, { "epoch": 0.19, "eval_accuracy": 0.9314, "eval_loss": 0.2535996735095978, "eval_runtime": 47.8164, "eval_samples_per_second": 209.133, "eval_steps_per_second": 13.071, "step": 300 }, { "epoch": 0.2, "learning_rate": 0.00019008317338451697, "loss": 0.2192, "step": 310 }, { "epoch": 0.2, "learning_rate": 0.00018976327575175944, "loss": 0.244, "step": 320 }, { "epoch": 0.21, "learning_rate": 0.00018944337811900192, "loss": 0.2785, "step": 330 }, { "epoch": 0.22, "learning_rate": 0.00018912348048624443, "loss": 0.1992, "step": 340 }, { "epoch": 0.22, "learning_rate": 0.00018880358285348688, "loss": 0.2039, "step": 350 }, { "epoch": 0.23, "learning_rate": 0.00018848368522072936, "loss": 0.2919, "step": 360 }, { "epoch": 0.24, "learning_rate": 0.00018816378758797187, "loss": 0.2075, "step": 370 }, { "epoch": 0.24, "learning_rate": 0.00018784388995521432, "loss": 0.2507, "step": 380 }, { "epoch": 0.25, "learning_rate": 0.00018752399232245683, "loss": 0.1471, "step": 390 }, { "epoch": 0.26, "learning_rate": 0.0001872040946896993, "loss": 0.2429, "step": 400 }, { "epoch": 0.26, "eval_accuracy": 0.9265, "eval_loss": 0.2561478912830353, "eval_runtime": 48.1994, "eval_samples_per_second": 207.472, "eval_steps_per_second": 12.967, "step": 400 }, { "epoch": 0.26, "learning_rate": 0.0001868841970569418, "loss": 0.3039, "step": 410 }, { "epoch": 0.27, "learning_rate": 0.00018656429942418427, "loss": 0.3438, "step": 420 }, { "epoch": 0.28, "learning_rate": 0.00018624440179142675, "loss": 0.208, "step": 430 }, { "epoch": 0.28, "learning_rate": 0.00018592450415866926, "loss": 0.1909, "step": 440 }, { "epoch": 0.29, "learning_rate": 0.0001856046065259117, "loss": 0.2136, "step": 450 }, { "epoch": 0.29, "learning_rate": 0.0001852847088931542, "loss": 0.2753, "step": 460 }, { "epoch": 0.3, "learning_rate": 0.0001849648112603967, "loss": 0.2285, "step": 470 }, { "epoch": 0.31, "learning_rate": 0.00018464491362763915, "loss": 0.2331, "step": 480 }, { "epoch": 0.31, "learning_rate": 0.00018432501599488166, "loss": 0.2163, "step": 490 }, { "epoch": 0.32, "learning_rate": 0.00018400511836212414, "loss": 0.2622, "step": 500 }, { "epoch": 0.32, "eval_accuracy": 0.9447, "eval_loss": 0.19128669798374176, "eval_runtime": 48.5832, "eval_samples_per_second": 205.832, "eval_steps_per_second": 12.865, "step": 500 }, { "epoch": 0.33, "learning_rate": 0.00018368522072936662, "loss": 0.1883, "step": 510 }, { "epoch": 0.33, "learning_rate": 0.0001833653230966091, "loss": 0.2193, "step": 520 }, { "epoch": 0.34, "learning_rate": 0.00018304542546385158, "loss": 0.1819, "step": 530 }, { "epoch": 0.35, "learning_rate": 0.00018272552783109406, "loss": 0.2348, "step": 540 }, { "epoch": 0.35, "learning_rate": 0.00018240563019833653, "loss": 0.1955, "step": 550 }, { "epoch": 0.36, "learning_rate": 0.00018208573256557901, "loss": 0.1497, "step": 560 }, { "epoch": 0.36, "learning_rate": 0.00018176583493282152, "loss": 0.1614, "step": 570 }, { "epoch": 0.37, "learning_rate": 0.00018144593730006397, "loss": 0.1747, "step": 580 }, { "epoch": 0.38, "learning_rate": 0.00018112603966730648, "loss": 0.1957, "step": 590 }, { "epoch": 0.38, "learning_rate": 0.00018080614203454896, "loss": 0.1714, "step": 600 }, { "epoch": 0.38, "eval_accuracy": 0.939, "eval_loss": 0.21139121055603027, "eval_runtime": 48.6064, "eval_samples_per_second": 205.734, "eval_steps_per_second": 12.858, "step": 600 }, { "epoch": 0.39, "learning_rate": 0.00018048624440179141, "loss": 0.2064, "step": 610 }, { "epoch": 0.4, "learning_rate": 0.00018016634676903392, "loss": 0.2239, "step": 620 }, { "epoch": 0.4, "learning_rate": 0.0001798464491362764, "loss": 0.1753, "step": 630 }, { "epoch": 0.41, "learning_rate": 0.00017952655150351888, "loss": 0.2009, "step": 640 }, { "epoch": 0.42, "learning_rate": 0.00017920665387076136, "loss": 0.1754, "step": 650 }, { "epoch": 0.42, "learning_rate": 0.00017888675623800384, "loss": 0.1365, "step": 660 }, { "epoch": 0.43, "learning_rate": 0.00017856685860524635, "loss": 0.142, "step": 670 }, { "epoch": 0.44, "learning_rate": 0.0001782469609724888, "loss": 0.2181, "step": 680 }, { "epoch": 0.44, "learning_rate": 0.0001779270633397313, "loss": 0.1755, "step": 690 }, { "epoch": 0.45, "learning_rate": 0.00017760716570697379, "loss": 0.1966, "step": 700 }, { "epoch": 0.45, "eval_accuracy": 0.9348, "eval_loss": 0.21518036723136902, "eval_runtime": 48.7309, "eval_samples_per_second": 205.209, "eval_steps_per_second": 12.826, "step": 700 }, { "epoch": 0.45, "learning_rate": 0.00017728726807421624, "loss": 0.1925, "step": 710 }, { "epoch": 0.46, "learning_rate": 0.00017696737044145875, "loss": 0.2256, "step": 720 }, { "epoch": 0.47, "learning_rate": 0.00017664747280870123, "loss": 0.1714, "step": 730 }, { "epoch": 0.47, "learning_rate": 0.0001763275751759437, "loss": 0.2855, "step": 740 }, { "epoch": 0.48, "learning_rate": 0.00017600767754318619, "loss": 0.2259, "step": 750 }, { "epoch": 0.49, "learning_rate": 0.00017568777991042867, "loss": 0.1718, "step": 760 }, { "epoch": 0.49, "learning_rate": 0.00017536788227767115, "loss": 0.1441, "step": 770 }, { "epoch": 0.5, "learning_rate": 0.00017504798464491362, "loss": 0.3405, "step": 780 }, { "epoch": 0.51, "learning_rate": 0.00017472808701215613, "loss": 0.1524, "step": 790 }, { "epoch": 0.51, "learning_rate": 0.0001744081893793986, "loss": 0.1395, "step": 800 }, { "epoch": 0.51, "eval_accuracy": 0.9453, "eval_loss": 0.18169045448303223, "eval_runtime": 47.7658, "eval_samples_per_second": 209.355, "eval_steps_per_second": 13.085, "step": 800 }, { "epoch": 0.52, "learning_rate": 0.00017408829174664106, "loss": 0.134, "step": 810 }, { "epoch": 0.52, "learning_rate": 0.00017376839411388357, "loss": 0.1626, "step": 820 }, { "epoch": 0.53, "learning_rate": 0.00017344849648112605, "loss": 0.2228, "step": 830 }, { "epoch": 0.54, "learning_rate": 0.00017312859884836853, "loss": 0.204, "step": 840 }, { "epoch": 0.54, "learning_rate": 0.000172808701215611, "loss": 0.0642, "step": 850 }, { "epoch": 0.55, "learning_rate": 0.0001724888035828535, "loss": 0.215, "step": 860 }, { "epoch": 0.56, "learning_rate": 0.00017216890595009597, "loss": 0.1824, "step": 870 }, { "epoch": 0.56, "learning_rate": 0.00017184900831733845, "loss": 0.1739, "step": 880 }, { "epoch": 0.57, "learning_rate": 0.00017152911068458096, "loss": 0.1884, "step": 890 }, { "epoch": 0.58, "learning_rate": 0.00017120921305182344, "loss": 0.1323, "step": 900 }, { "epoch": 0.58, "eval_accuracy": 0.9324, "eval_loss": 0.2200065404176712, "eval_runtime": 47.5971, "eval_samples_per_second": 210.097, "eval_steps_per_second": 13.131, "step": 900 }, { "epoch": 0.58, "learning_rate": 0.0001708893154190659, "loss": 0.1711, "step": 910 }, { "epoch": 0.59, "learning_rate": 0.0001705694177863084, "loss": 0.1293, "step": 920 }, { "epoch": 0.6, "learning_rate": 0.00017024952015355088, "loss": 0.2275, "step": 930 }, { "epoch": 0.6, "learning_rate": 0.00016992962252079336, "loss": 0.1531, "step": 940 }, { "epoch": 0.61, "learning_rate": 0.00016960972488803584, "loss": 0.1187, "step": 950 }, { "epoch": 0.61, "learning_rate": 0.00016928982725527832, "loss": 0.158, "step": 960 }, { "epoch": 0.62, "learning_rate": 0.0001689699296225208, "loss": 0.1857, "step": 970 }, { "epoch": 0.63, "learning_rate": 0.00016865003198976328, "loss": 0.142, "step": 980 }, { "epoch": 0.63, "learning_rate": 0.00016833013435700578, "loss": 0.2363, "step": 990 }, { "epoch": 0.64, "learning_rate": 0.00016801023672424826, "loss": 0.1707, "step": 1000 }, { "epoch": 0.64, "eval_accuracy": 0.945, "eval_loss": 0.18686933815479279, "eval_runtime": 47.6282, "eval_samples_per_second": 209.96, "eval_steps_per_second": 13.122, "step": 1000 }, { "epoch": 0.65, "learning_rate": 0.00016769033909149071, "loss": 0.2039, "step": 1010 }, { "epoch": 0.65, "learning_rate": 0.00016737044145873322, "loss": 0.146, "step": 1020 }, { "epoch": 0.66, "learning_rate": 0.0001670505438259757, "loss": 0.1763, "step": 1030 }, { "epoch": 0.67, "learning_rate": 0.00016673064619321818, "loss": 0.1645, "step": 1040 }, { "epoch": 0.67, "learning_rate": 0.00016641074856046066, "loss": 0.1368, "step": 1050 }, { "epoch": 0.68, "learning_rate": 0.00016609085092770314, "loss": 0.1442, "step": 1060 }, { "epoch": 0.68, "learning_rate": 0.00016577095329494562, "loss": 0.1986, "step": 1070 }, { "epoch": 0.69, "learning_rate": 0.0001654510556621881, "loss": 0.1744, "step": 1080 }, { "epoch": 0.7, "learning_rate": 0.0001651311580294306, "loss": 0.1307, "step": 1090 }, { "epoch": 0.7, "learning_rate": 0.00016481126039667306, "loss": 0.1799, "step": 1100 }, { "epoch": 0.7, "eval_accuracy": 0.9447, "eval_loss": 0.18500135838985443, "eval_runtime": 47.9607, "eval_samples_per_second": 208.504, "eval_steps_per_second": 13.032, "step": 1100 }, { "epoch": 0.71, "learning_rate": 0.00016449136276391554, "loss": 0.1933, "step": 1110 }, { "epoch": 0.72, "learning_rate": 0.00016417146513115805, "loss": 0.1567, "step": 1120 }, { "epoch": 0.72, "learning_rate": 0.00016385156749840053, "loss": 0.2155, "step": 1130 }, { "epoch": 0.73, "learning_rate": 0.000163531669865643, "loss": 0.2179, "step": 1140 }, { "epoch": 0.74, "learning_rate": 0.0001632117722328855, "loss": 0.2175, "step": 1150 }, { "epoch": 0.74, "learning_rate": 0.00016289187460012797, "loss": 0.1873, "step": 1160 }, { "epoch": 0.75, "learning_rate": 0.00016257197696737045, "loss": 0.1778, "step": 1170 }, { "epoch": 0.75, "learning_rate": 0.00016225207933461293, "loss": 0.2057, "step": 1180 }, { "epoch": 0.76, "learning_rate": 0.00016193218170185543, "loss": 0.1469, "step": 1190 }, { "epoch": 0.77, "learning_rate": 0.00016161228406909789, "loss": 0.1104, "step": 1200 }, { "epoch": 0.77, "eval_accuracy": 0.9376, "eval_loss": 0.20156049728393555, "eval_runtime": 48.4092, "eval_samples_per_second": 206.572, "eval_steps_per_second": 12.911, "step": 1200 }, { "epoch": 0.77, "learning_rate": 0.00016129238643634037, "loss": 0.22, "step": 1210 }, { "epoch": 0.78, "learning_rate": 0.00016097248880358287, "loss": 0.1224, "step": 1220 }, { "epoch": 0.79, "learning_rate": 0.00016065259117082535, "loss": 0.1591, "step": 1230 }, { "epoch": 0.79, "learning_rate": 0.00016033269353806783, "loss": 0.1492, "step": 1240 }, { "epoch": 0.8, "learning_rate": 0.0001600127959053103, "loss": 0.1605, "step": 1250 }, { "epoch": 0.81, "learning_rate": 0.0001596928982725528, "loss": 0.1457, "step": 1260 }, { "epoch": 0.81, "learning_rate": 0.00015937300063979527, "loss": 0.0612, "step": 1270 }, { "epoch": 0.82, "learning_rate": 0.00015905310300703775, "loss": 0.082, "step": 1280 }, { "epoch": 0.83, "learning_rate": 0.00015873320537428026, "loss": 0.0897, "step": 1290 }, { "epoch": 0.83, "learning_rate": 0.0001584133077415227, "loss": 0.1298, "step": 1300 }, { "epoch": 0.83, "eval_accuracy": 0.9577, "eval_loss": 0.13800279796123505, "eval_runtime": 62.6571, "eval_samples_per_second": 159.599, "eval_steps_per_second": 9.975, "step": 1300 }, { "epoch": 0.84, "learning_rate": 0.0001580934101087652, "loss": 0.1759, "step": 1310 }, { "epoch": 0.84, "learning_rate": 0.0001577735124760077, "loss": 0.1883, "step": 1320 }, { "epoch": 0.85, "learning_rate": 0.00015745361484325015, "loss": 0.1002, "step": 1330 }, { "epoch": 0.86, "learning_rate": 0.00015713371721049266, "loss": 0.1287, "step": 1340 }, { "epoch": 0.86, "learning_rate": 0.00015681381957773514, "loss": 0.1834, "step": 1350 }, { "epoch": 0.87, "learning_rate": 0.00015649392194497762, "loss": 0.1503, "step": 1360 }, { "epoch": 0.88, "learning_rate": 0.0001561740243122201, "loss": 0.2471, "step": 1370 }, { "epoch": 0.88, "learning_rate": 0.00015585412667946258, "loss": 0.164, "step": 1380 }, { "epoch": 0.89, "learning_rate": 0.00015553422904670508, "loss": 0.1632, "step": 1390 }, { "epoch": 0.9, "learning_rate": 0.00015521433141394754, "loss": 0.1124, "step": 1400 }, { "epoch": 0.9, "eval_accuracy": 0.957, "eval_loss": 0.14739342033863068, "eval_runtime": 60.3393, "eval_samples_per_second": 165.729, "eval_steps_per_second": 10.358, "step": 1400 }, { "epoch": 0.9, "learning_rate": 0.00015489443378119002, "loss": 0.1396, "step": 1410 }, { "epoch": 0.91, "learning_rate": 0.00015457453614843252, "loss": 0.1766, "step": 1420 }, { "epoch": 0.91, "learning_rate": 0.00015425463851567498, "loss": 0.1866, "step": 1430 }, { "epoch": 0.92, "learning_rate": 0.00015393474088291748, "loss": 0.1443, "step": 1440 }, { "epoch": 0.93, "learning_rate": 0.00015361484325015996, "loss": 0.0976, "step": 1450 }, { "epoch": 0.93, "learning_rate": 0.00015329494561740244, "loss": 0.1618, "step": 1460 }, { "epoch": 0.94, "learning_rate": 0.00015297504798464492, "loss": 0.095, "step": 1470 }, { "epoch": 0.95, "learning_rate": 0.0001526551503518874, "loss": 0.1946, "step": 1480 }, { "epoch": 0.95, "learning_rate": 0.00015233525271912988, "loss": 0.1362, "step": 1490 }, { "epoch": 0.96, "learning_rate": 0.00015201535508637236, "loss": 0.2286, "step": 1500 }, { "epoch": 0.96, "eval_accuracy": 0.9426, "eval_loss": 0.18567727506160736, "eval_runtime": 60.124, "eval_samples_per_second": 166.323, "eval_steps_per_second": 10.395, "step": 1500 }, { "epoch": 0.97, "learning_rate": 0.00015169545745361484, "loss": 0.168, "step": 1510 }, { "epoch": 0.97, "learning_rate": 0.00015137555982085735, "loss": 0.085, "step": 1520 }, { "epoch": 0.98, "learning_rate": 0.0001510556621880998, "loss": 0.1409, "step": 1530 }, { "epoch": 0.99, "learning_rate": 0.0001507357645553423, "loss": 0.2012, "step": 1540 }, { "epoch": 0.99, "learning_rate": 0.0001504158669225848, "loss": 0.1522, "step": 1550 }, { "epoch": 1.0, "learning_rate": 0.00015009596928982727, "loss": 0.0599, "step": 1560 }, { "epoch": 1.0, "learning_rate": 0.00014977607165706975, "loss": 0.0955, "step": 1570 }, { "epoch": 1.01, "learning_rate": 0.00014945617402431223, "loss": 0.0773, "step": 1580 }, { "epoch": 1.02, "learning_rate": 0.0001491362763915547, "loss": 0.0747, "step": 1590 }, { "epoch": 1.02, "learning_rate": 0.0001488163787587972, "loss": 0.0489, "step": 1600 }, { "epoch": 1.02, "eval_accuracy": 0.9683, "eval_loss": 0.10664957016706467, "eval_runtime": 53.6606, "eval_samples_per_second": 186.356, "eval_steps_per_second": 11.647, "step": 1600 }, { "epoch": 1.03, "learning_rate": 0.00014849648112603967, "loss": 0.0523, "step": 1610 }, { "epoch": 1.04, "learning_rate": 0.00014817658349328217, "loss": 0.0387, "step": 1620 }, { "epoch": 1.04, "learning_rate": 0.00014785668586052463, "loss": 0.0738, "step": 1630 }, { "epoch": 1.05, "learning_rate": 0.00014753678822776713, "loss": 0.0868, "step": 1640 }, { "epoch": 1.06, "learning_rate": 0.0001472168905950096, "loss": 0.0614, "step": 1650 }, { "epoch": 1.06, "learning_rate": 0.00014689699296225207, "loss": 0.0782, "step": 1660 }, { "epoch": 1.07, "learning_rate": 0.00014657709532949457, "loss": 0.1417, "step": 1670 }, { "epoch": 1.07, "learning_rate": 0.00014625719769673705, "loss": 0.07, "step": 1680 }, { "epoch": 1.08, "learning_rate": 0.00014593730006397953, "loss": 0.0856, "step": 1690 }, { "epoch": 1.09, "learning_rate": 0.000145617402431222, "loss": 0.0829, "step": 1700 }, { "epoch": 1.09, "eval_accuracy": 0.9584, "eval_loss": 0.14192388951778412, "eval_runtime": 47.2202, "eval_samples_per_second": 211.774, "eval_steps_per_second": 13.236, "step": 1700 }, { "epoch": 1.09, "learning_rate": 0.0001452975047984645, "loss": 0.0773, "step": 1710 }, { "epoch": 1.1, "learning_rate": 0.000144977607165707, "loss": 0.1056, "step": 1720 }, { "epoch": 1.11, "learning_rate": 0.00014465770953294945, "loss": 0.1197, "step": 1730 }, { "epoch": 1.11, "learning_rate": 0.00014433781190019196, "loss": 0.1031, "step": 1740 }, { "epoch": 1.12, "learning_rate": 0.00014401791426743444, "loss": 0.0558, "step": 1750 }, { "epoch": 1.13, "learning_rate": 0.0001436980166346769, "loss": 0.0797, "step": 1760 }, { "epoch": 1.13, "learning_rate": 0.0001433781190019194, "loss": 0.12, "step": 1770 }, { "epoch": 1.14, "learning_rate": 0.00014305822136916188, "loss": 0.1093, "step": 1780 }, { "epoch": 1.15, "learning_rate": 0.00014273832373640436, "loss": 0.0932, "step": 1790 }, { "epoch": 1.15, "learning_rate": 0.00014241842610364684, "loss": 0.1269, "step": 1800 }, { "epoch": 1.15, "eval_accuracy": 0.9597, "eval_loss": 0.13903552293777466, "eval_runtime": 47.4785, "eval_samples_per_second": 210.622, "eval_steps_per_second": 13.164, "step": 1800 }, { "epoch": 1.16, "learning_rate": 0.00014209852847088932, "loss": 0.0779, "step": 1810 }, { "epoch": 1.16, "learning_rate": 0.0001417786308381318, "loss": 0.1292, "step": 1820 }, { "epoch": 1.17, "learning_rate": 0.00014145873320537428, "loss": 0.0975, "step": 1830 }, { "epoch": 1.18, "learning_rate": 0.00014113883557261678, "loss": 0.126, "step": 1840 }, { "epoch": 1.18, "learning_rate": 0.00014081893793985926, "loss": 0.0781, "step": 1850 }, { "epoch": 1.19, "learning_rate": 0.00014049904030710172, "loss": 0.0943, "step": 1860 }, { "epoch": 1.2, "learning_rate": 0.00014017914267434422, "loss": 0.0936, "step": 1870 }, { "epoch": 1.2, "learning_rate": 0.0001398592450415867, "loss": 0.086, "step": 1880 }, { "epoch": 1.21, "learning_rate": 0.00013953934740882918, "loss": 0.1549, "step": 1890 }, { "epoch": 1.22, "learning_rate": 0.00013921944977607166, "loss": 0.0635, "step": 1900 }, { "epoch": 1.22, "eval_accuracy": 0.961, "eval_loss": 0.1290891319513321, "eval_runtime": 47.9741, "eval_samples_per_second": 208.446, "eval_steps_per_second": 13.028, "step": 1900 }, { "epoch": 1.22, "learning_rate": 0.00013889955214331414, "loss": 0.0465, "step": 1910 }, { "epoch": 1.23, "learning_rate": 0.00013857965451055662, "loss": 0.0874, "step": 1920 }, { "epoch": 1.23, "learning_rate": 0.0001382597568777991, "loss": 0.0738, "step": 1930 }, { "epoch": 1.24, "learning_rate": 0.0001379398592450416, "loss": 0.0777, "step": 1940 }, { "epoch": 1.25, "learning_rate": 0.0001376199616122841, "loss": 0.0866, "step": 1950 }, { "epoch": 1.25, "learning_rate": 0.00013730006397952654, "loss": 0.0895, "step": 1960 }, { "epoch": 1.26, "learning_rate": 0.00013698016634676905, "loss": 0.0758, "step": 1970 }, { "epoch": 1.27, "learning_rate": 0.00013666026871401153, "loss": 0.0421, "step": 1980 }, { "epoch": 1.27, "learning_rate": 0.000136340371081254, "loss": 0.0586, "step": 1990 }, { "epoch": 1.28, "learning_rate": 0.0001360204734484965, "loss": 0.1098, "step": 2000 }, { "epoch": 1.28, "eval_accuracy": 0.9582, "eval_loss": 0.1469649374485016, "eval_runtime": 48.3383, "eval_samples_per_second": 206.875, "eval_steps_per_second": 12.93, "step": 2000 }, { "epoch": 1.29, "learning_rate": 0.00013570057581573897, "loss": 0.0549, "step": 2010 }, { "epoch": 1.29, "learning_rate": 0.00013538067818298145, "loss": 0.0379, "step": 2020 }, { "epoch": 1.3, "learning_rate": 0.00013506078055022393, "loss": 0.1064, "step": 2030 }, { "epoch": 1.31, "learning_rate": 0.00013474088291746643, "loss": 0.0964, "step": 2040 }, { "epoch": 1.31, "learning_rate": 0.0001344209852847089, "loss": 0.0705, "step": 2050 }, { "epoch": 1.32, "learning_rate": 0.00013410108765195137, "loss": 0.0691, "step": 2060 }, { "epoch": 1.32, "learning_rate": 0.00013378119001919387, "loss": 0.0611, "step": 2070 }, { "epoch": 1.33, "learning_rate": 0.00013346129238643635, "loss": 0.0718, "step": 2080 }, { "epoch": 1.34, "learning_rate": 0.00013314139475367883, "loss": 0.0535, "step": 2090 }, { "epoch": 1.34, "learning_rate": 0.0001328214971209213, "loss": 0.1065, "step": 2100 }, { "epoch": 1.34, "eval_accuracy": 0.9598, "eval_loss": 0.13903473317623138, "eval_runtime": 47.7783, "eval_samples_per_second": 209.3, "eval_steps_per_second": 13.081, "step": 2100 }, { "epoch": 1.35, "learning_rate": 0.0001325015994881638, "loss": 0.0715, "step": 2110 }, { "epoch": 1.36, "learning_rate": 0.00013218170185540627, "loss": 0.0849, "step": 2120 }, { "epoch": 1.36, "learning_rate": 0.00013186180422264875, "loss": 0.0926, "step": 2130 }, { "epoch": 1.37, "learning_rate": 0.00013154190658989126, "loss": 0.1035, "step": 2140 }, { "epoch": 1.38, "learning_rate": 0.0001312220089571337, "loss": 0.0495, "step": 2150 }, { "epoch": 1.38, "learning_rate": 0.0001309021113243762, "loss": 0.0785, "step": 2160 }, { "epoch": 1.39, "learning_rate": 0.0001305822136916187, "loss": 0.053, "step": 2170 }, { "epoch": 1.39, "learning_rate": 0.00013026231605886118, "loss": 0.0576, "step": 2180 }, { "epoch": 1.4, "learning_rate": 0.00012994241842610366, "loss": 0.0728, "step": 2190 }, { "epoch": 1.41, "learning_rate": 0.00012962252079334614, "loss": 0.0753, "step": 2200 }, { "epoch": 1.41, "eval_accuracy": 0.9651, "eval_loss": 0.12330373376607895, "eval_runtime": 49.6152, "eval_samples_per_second": 201.551, "eval_steps_per_second": 12.597, "step": 2200 }, { "epoch": 1.41, "learning_rate": 0.00012930262316058862, "loss": 0.0441, "step": 2210 }, { "epoch": 1.42, "learning_rate": 0.0001289827255278311, "loss": 0.0526, "step": 2220 }, { "epoch": 1.43, "learning_rate": 0.00012866282789507358, "loss": 0.082, "step": 2230 }, { "epoch": 1.43, "learning_rate": 0.00012834293026231608, "loss": 0.0734, "step": 2240 }, { "epoch": 1.44, "learning_rate": 0.00012802303262955854, "loss": 0.0465, "step": 2250 }, { "epoch": 1.45, "learning_rate": 0.00012770313499680102, "loss": 0.0841, "step": 2260 }, { "epoch": 1.45, "learning_rate": 0.00012738323736404352, "loss": 0.1249, "step": 2270 }, { "epoch": 1.46, "learning_rate": 0.000127063339731286, "loss": 0.0852, "step": 2280 }, { "epoch": 1.47, "learning_rate": 0.00012674344209852848, "loss": 0.1211, "step": 2290 }, { "epoch": 1.47, "learning_rate": 0.00012642354446577096, "loss": 0.0855, "step": 2300 }, { "epoch": 1.47, "eval_accuracy": 0.958, "eval_loss": 0.14163978397846222, "eval_runtime": 48.1054, "eval_samples_per_second": 207.877, "eval_steps_per_second": 12.992, "step": 2300 }, { "epoch": 1.48, "learning_rate": 0.00012610364683301344, "loss": 0.0525, "step": 2310 }, { "epoch": 1.48, "learning_rate": 0.00012578374920025592, "loss": 0.1068, "step": 2320 }, { "epoch": 1.49, "learning_rate": 0.0001254638515674984, "loss": 0.0847, "step": 2330 }, { "epoch": 1.5, "learning_rate": 0.0001251439539347409, "loss": 0.0945, "step": 2340 }, { "epoch": 1.5, "learning_rate": 0.00012482405630198336, "loss": 0.108, "step": 2350 }, { "epoch": 1.51, "learning_rate": 0.00012450415866922584, "loss": 0.0529, "step": 2360 }, { "epoch": 1.52, "learning_rate": 0.00012418426103646835, "loss": 0.0679, "step": 2370 }, { "epoch": 1.52, "learning_rate": 0.0001238643634037108, "loss": 0.1067, "step": 2380 }, { "epoch": 1.53, "learning_rate": 0.0001235444657709533, "loss": 0.0752, "step": 2390 }, { "epoch": 1.54, "learning_rate": 0.0001232245681381958, "loss": 0.0723, "step": 2400 }, { "epoch": 1.54, "eval_accuracy": 0.9606, "eval_loss": 0.13063974678516388, "eval_runtime": 47.4226, "eval_samples_per_second": 210.87, "eval_steps_per_second": 13.179, "step": 2400 }, { "epoch": 1.54, "learning_rate": 0.00012290467050543827, "loss": 0.0722, "step": 2410 }, { "epoch": 1.55, "learning_rate": 0.00012258477287268075, "loss": 0.1103, "step": 2420 }, { "epoch": 1.55, "learning_rate": 0.00012226487523992323, "loss": 0.0846, "step": 2430 }, { "epoch": 1.56, "learning_rate": 0.00012194497760716572, "loss": 0.1057, "step": 2440 }, { "epoch": 1.57, "learning_rate": 0.0001216250799744082, "loss": 0.0528, "step": 2450 }, { "epoch": 1.57, "learning_rate": 0.00012130518234165067, "loss": 0.0776, "step": 2460 }, { "epoch": 1.58, "learning_rate": 0.00012098528470889316, "loss": 0.0833, "step": 2470 }, { "epoch": 1.59, "learning_rate": 0.00012066538707613564, "loss": 0.0716, "step": 2480 }, { "epoch": 1.59, "learning_rate": 0.00012034548944337813, "loss": 0.0524, "step": 2490 }, { "epoch": 1.6, "learning_rate": 0.00012002559181062061, "loss": 0.0515, "step": 2500 }, { "epoch": 1.6, "eval_accuracy": 0.9652, "eval_loss": 0.11919395625591278, "eval_runtime": 47.5032, "eval_samples_per_second": 210.512, "eval_steps_per_second": 13.157, "step": 2500 }, { "epoch": 1.61, "learning_rate": 0.00011970569417786308, "loss": 0.0542, "step": 2510 }, { "epoch": 1.61, "learning_rate": 0.00011938579654510557, "loss": 0.0625, "step": 2520 }, { "epoch": 1.62, "learning_rate": 0.00011906589891234805, "loss": 0.0598, "step": 2530 }, { "epoch": 1.63, "learning_rate": 0.00011874600127959055, "loss": 0.0668, "step": 2540 }, { "epoch": 1.63, "learning_rate": 0.00011842610364683303, "loss": 0.0539, "step": 2550 }, { "epoch": 1.64, "learning_rate": 0.00011810620601407549, "loss": 0.0635, "step": 2560 }, { "epoch": 1.64, "learning_rate": 0.00011778630838131799, "loss": 0.0501, "step": 2570 }, { "epoch": 1.65, "learning_rate": 0.00011746641074856047, "loss": 0.0573, "step": 2580 }, { "epoch": 1.66, "learning_rate": 0.00011714651311580296, "loss": 0.0435, "step": 2590 }, { "epoch": 1.66, "learning_rate": 0.00011682661548304543, "loss": 0.0997, "step": 2600 }, { "epoch": 1.66, "eval_accuracy": 0.9689, "eval_loss": 0.11294878274202347, "eval_runtime": 48.242, "eval_samples_per_second": 207.288, "eval_steps_per_second": 12.956, "step": 2600 }, { "epoch": 1.67, "learning_rate": 0.0001165067178502879, "loss": 0.1147, "step": 2610 }, { "epoch": 1.68, "learning_rate": 0.0001161868202175304, "loss": 0.0868, "step": 2620 }, { "epoch": 1.68, "learning_rate": 0.00011586692258477288, "loss": 0.1187, "step": 2630 }, { "epoch": 1.69, "learning_rate": 0.00011554702495201537, "loss": 0.0814, "step": 2640 }, { "epoch": 1.7, "learning_rate": 0.00011522712731925784, "loss": 0.0916, "step": 2650 }, { "epoch": 1.7, "learning_rate": 0.00011490722968650032, "loss": 0.0995, "step": 2660 }, { "epoch": 1.71, "learning_rate": 0.00011458733205374281, "loss": 0.0913, "step": 2670 }, { "epoch": 1.71, "learning_rate": 0.00011426743442098529, "loss": 0.0493, "step": 2680 }, { "epoch": 1.72, "learning_rate": 0.00011394753678822778, "loss": 0.0965, "step": 2690 }, { "epoch": 1.73, "learning_rate": 0.00011362763915547025, "loss": 0.0958, "step": 2700 }, { "epoch": 1.73, "eval_accuracy": 0.9622, "eval_loss": 0.12688662111759186, "eval_runtime": 47.1481, "eval_samples_per_second": 212.097, "eval_steps_per_second": 13.256, "step": 2700 }, { "epoch": 1.73, "learning_rate": 0.00011330774152271273, "loss": 0.0561, "step": 2710 }, { "epoch": 1.74, "learning_rate": 0.00011298784388995522, "loss": 0.0533, "step": 2720 }, { "epoch": 1.75, "learning_rate": 0.0001126679462571977, "loss": 0.0738, "step": 2730 }, { "epoch": 1.75, "learning_rate": 0.0001123480486244402, "loss": 0.0765, "step": 2740 }, { "epoch": 1.76, "learning_rate": 0.00011202815099168266, "loss": 0.087, "step": 2750 }, { "epoch": 1.77, "learning_rate": 0.00011170825335892514, "loss": 0.036, "step": 2760 }, { "epoch": 1.77, "learning_rate": 0.00011138835572616764, "loss": 0.0699, "step": 2770 }, { "epoch": 1.78, "learning_rate": 0.00011106845809341012, "loss": 0.0565, "step": 2780 }, { "epoch": 1.79, "learning_rate": 0.00011074856046065261, "loss": 0.0718, "step": 2790 }, { "epoch": 1.79, "learning_rate": 0.00011042866282789508, "loss": 0.0502, "step": 2800 }, { "epoch": 1.79, "eval_accuracy": 0.9641, "eval_loss": 0.12282514572143555, "eval_runtime": 48.2449, "eval_samples_per_second": 207.276, "eval_steps_per_second": 12.955, "step": 2800 }, { "epoch": 1.8, "learning_rate": 0.00011010876519513756, "loss": 0.0535, "step": 2810 }, { "epoch": 1.8, "learning_rate": 0.00010978886756238005, "loss": 0.0484, "step": 2820 }, { "epoch": 1.81, "learning_rate": 0.00010946896992962253, "loss": 0.0597, "step": 2830 }, { "epoch": 1.82, "learning_rate": 0.00010914907229686502, "loss": 0.0604, "step": 2840 }, { "epoch": 1.82, "learning_rate": 0.00010882917466410749, "loss": 0.0644, "step": 2850 }, { "epoch": 1.83, "learning_rate": 0.00010850927703134997, "loss": 0.0727, "step": 2860 }, { "epoch": 1.84, "learning_rate": 0.00010818937939859246, "loss": 0.0565, "step": 2870 }, { "epoch": 1.84, "learning_rate": 0.00010786948176583493, "loss": 0.0717, "step": 2880 }, { "epoch": 1.85, "learning_rate": 0.00010754958413307744, "loss": 0.0892, "step": 2890 }, { "epoch": 1.86, "learning_rate": 0.0001072296865003199, "loss": 0.0379, "step": 2900 }, { "epoch": 1.86, "eval_accuracy": 0.9639, "eval_loss": 0.12743479013442993, "eval_runtime": 47.9702, "eval_samples_per_second": 208.463, "eval_steps_per_second": 13.029, "step": 2900 }, { "epoch": 1.86, "learning_rate": 0.00010690978886756238, "loss": 0.065, "step": 2910 }, { "epoch": 1.87, "learning_rate": 0.00010658989123480487, "loss": 0.0668, "step": 2920 }, { "epoch": 1.87, "learning_rate": 0.00010626999360204734, "loss": 0.0243, "step": 2930 }, { "epoch": 1.88, "learning_rate": 0.00010595009596928985, "loss": 0.0314, "step": 2940 }, { "epoch": 1.89, "learning_rate": 0.00010563019833653231, "loss": 0.0629, "step": 2950 }, { "epoch": 1.89, "learning_rate": 0.0001053103007037748, "loss": 0.0629, "step": 2960 }, { "epoch": 1.9, "learning_rate": 0.00010499040307101729, "loss": 0.0671, "step": 2970 }, { "epoch": 1.91, "learning_rate": 0.00010467050543825975, "loss": 0.0863, "step": 2980 }, { "epoch": 1.91, "learning_rate": 0.00010435060780550226, "loss": 0.1094, "step": 2990 }, { "epoch": 1.92, "learning_rate": 0.00010403071017274473, "loss": 0.0814, "step": 3000 }, { "epoch": 1.92, "eval_accuracy": 0.963, "eval_loss": 0.12582720816135406, "eval_runtime": 47.6406, "eval_samples_per_second": 209.905, "eval_steps_per_second": 13.119, "step": 3000 }, { "epoch": 1.93, "learning_rate": 0.0001037108125399872, "loss": 0.091, "step": 3010 }, { "epoch": 1.93, "learning_rate": 0.0001033909149072297, "loss": 0.0237, "step": 3020 }, { "epoch": 1.94, "learning_rate": 0.00010307101727447217, "loss": 0.0732, "step": 3030 }, { "epoch": 1.94, "learning_rate": 0.00010275111964171466, "loss": 0.0283, "step": 3040 }, { "epoch": 1.95, "learning_rate": 0.00010243122200895714, "loss": 0.0972, "step": 3050 }, { "epoch": 1.96, "learning_rate": 0.00010211132437619962, "loss": 0.0706, "step": 3060 }, { "epoch": 1.96, "learning_rate": 0.00010179142674344211, "loss": 0.029, "step": 3070 }, { "epoch": 1.97, "learning_rate": 0.00010147152911068458, "loss": 0.0587, "step": 3080 }, { "epoch": 1.98, "learning_rate": 0.00010115163147792707, "loss": 0.1159, "step": 3090 }, { "epoch": 1.98, "learning_rate": 0.00010083173384516955, "loss": 0.0892, "step": 3100 }, { "epoch": 1.98, "eval_accuracy": 0.9652, "eval_loss": 0.11734022200107574, "eval_runtime": 47.9972, "eval_samples_per_second": 208.346, "eval_steps_per_second": 13.022, "step": 3100 }, { "epoch": 1.99, "learning_rate": 0.00010051183621241203, "loss": 0.0566, "step": 3110 }, { "epoch": 2.0, "learning_rate": 0.00010019193857965453, "loss": 0.0434, "step": 3120 }, { "epoch": 2.0, "learning_rate": 9.987204094689699e-05, "loss": 0.0197, "step": 3130 }, { "epoch": 2.01, "learning_rate": 9.955214331413948e-05, "loss": 0.0411, "step": 3140 }, { "epoch": 2.02, "learning_rate": 9.923224568138196e-05, "loss": 0.0278, "step": 3150 }, { "epoch": 2.02, "learning_rate": 9.891234804862444e-05, "loss": 0.0242, "step": 3160 }, { "epoch": 2.03, "learning_rate": 9.859245041586694e-05, "loss": 0.0324, "step": 3170 }, { "epoch": 2.03, "learning_rate": 9.82725527831094e-05, "loss": 0.0368, "step": 3180 }, { "epoch": 2.04, "learning_rate": 9.79526551503519e-05, "loss": 0.0174, "step": 3190 }, { "epoch": 2.05, "learning_rate": 9.763275751759438e-05, "loss": 0.0126, "step": 3200 }, { "epoch": 2.05, "eval_accuracy": 0.9662, "eval_loss": 0.11732649058103561, "eval_runtime": 48.648, "eval_samples_per_second": 205.558, "eval_steps_per_second": 12.847, "step": 3200 }, { "epoch": 2.05, "learning_rate": 9.731285988483686e-05, "loss": 0.0398, "step": 3210 }, { "epoch": 2.06, "learning_rate": 9.699296225207935e-05, "loss": 0.0233, "step": 3220 }, { "epoch": 2.07, "learning_rate": 9.667306461932182e-05, "loss": 0.0243, "step": 3230 }, { "epoch": 2.07, "learning_rate": 9.63531669865643e-05, "loss": 0.0247, "step": 3240 }, { "epoch": 2.08, "learning_rate": 9.603326935380679e-05, "loss": 0.0153, "step": 3250 }, { "epoch": 2.09, "learning_rate": 9.571337172104927e-05, "loss": 0.0199, "step": 3260 }, { "epoch": 2.09, "learning_rate": 9.539347408829176e-05, "loss": 0.0257, "step": 3270 }, { "epoch": 2.1, "learning_rate": 9.507357645553423e-05, "loss": 0.0221, "step": 3280 }, { "epoch": 2.1, "learning_rate": 9.475367882277671e-05, "loss": 0.0118, "step": 3290 }, { "epoch": 2.11, "learning_rate": 9.44337811900192e-05, "loss": 0.04, "step": 3300 }, { "epoch": 2.11, "eval_accuracy": 0.972, "eval_loss": 0.10201091319322586, "eval_runtime": 47.4962, "eval_samples_per_second": 210.543, "eval_steps_per_second": 13.159, "step": 3300 }, { "epoch": 2.12, "learning_rate": 9.411388355726168e-05, "loss": 0.0027, "step": 3310 }, { "epoch": 2.12, "learning_rate": 9.379398592450416e-05, "loss": 0.0182, "step": 3320 }, { "epoch": 2.13, "learning_rate": 9.347408829174664e-05, "loss": 0.011, "step": 3330 }, { "epoch": 2.14, "learning_rate": 9.315419065898912e-05, "loss": 0.0502, "step": 3340 }, { "epoch": 2.14, "learning_rate": 9.283429302623161e-05, "loss": 0.0529, "step": 3350 }, { "epoch": 2.15, "learning_rate": 9.25143953934741e-05, "loss": 0.0202, "step": 3360 }, { "epoch": 2.16, "learning_rate": 9.219449776071657e-05, "loss": 0.0138, "step": 3370 }, { "epoch": 2.16, "learning_rate": 9.187460012795905e-05, "loss": 0.0037, "step": 3380 }, { "epoch": 2.17, "learning_rate": 9.155470249520153e-05, "loss": 0.0033, "step": 3390 }, { "epoch": 2.18, "learning_rate": 9.123480486244403e-05, "loss": 0.0098, "step": 3400 }, { "epoch": 2.18, "eval_accuracy": 0.9731, "eval_loss": 0.10650923103094101, "eval_runtime": 47.4681, "eval_samples_per_second": 210.668, "eval_steps_per_second": 13.167, "step": 3400 }, { "epoch": 2.18, "learning_rate": 9.091490722968651e-05, "loss": 0.0056, "step": 3410 }, { "epoch": 2.19, "learning_rate": 9.059500959692899e-05, "loss": 0.0289, "step": 3420 }, { "epoch": 2.19, "learning_rate": 9.027511196417147e-05, "loss": 0.0659, "step": 3430 }, { "epoch": 2.2, "learning_rate": 8.995521433141395e-05, "loss": 0.0388, "step": 3440 }, { "epoch": 2.21, "learning_rate": 8.963531669865644e-05, "loss": 0.0206, "step": 3450 }, { "epoch": 2.21, "learning_rate": 8.931541906589892e-05, "loss": 0.0202, "step": 3460 }, { "epoch": 2.22, "learning_rate": 8.89955214331414e-05, "loss": 0.0128, "step": 3470 }, { "epoch": 2.23, "learning_rate": 8.867562380038388e-05, "loss": 0.0367, "step": 3480 }, { "epoch": 2.23, "learning_rate": 8.835572616762636e-05, "loss": 0.0132, "step": 3490 }, { "epoch": 2.24, "learning_rate": 8.803582853486885e-05, "loss": 0.0159, "step": 3500 }, { "epoch": 2.24, "eval_accuracy": 0.9741, "eval_loss": 0.1040922999382019, "eval_runtime": 50.3231, "eval_samples_per_second": 198.716, "eval_steps_per_second": 12.42, "step": 3500 }, { "epoch": 2.25, "learning_rate": 8.771593090211133e-05, "loss": 0.0254, "step": 3510 }, { "epoch": 2.25, "learning_rate": 8.739603326935381e-05, "loss": 0.0333, "step": 3520 }, { "epoch": 2.26, "learning_rate": 8.707613563659629e-05, "loss": 0.0099, "step": 3530 }, { "epoch": 2.26, "learning_rate": 8.675623800383877e-05, "loss": 0.0211, "step": 3540 }, { "epoch": 2.27, "learning_rate": 8.643634037108127e-05, "loss": 0.0201, "step": 3550 }, { "epoch": 2.28, "learning_rate": 8.611644273832375e-05, "loss": 0.0223, "step": 3560 }, { "epoch": 2.28, "learning_rate": 8.579654510556623e-05, "loss": 0.0263, "step": 3570 }, { "epoch": 2.29, "learning_rate": 8.54766474728087e-05, "loss": 0.0067, "step": 3580 }, { "epoch": 2.3, "learning_rate": 8.515674984005118e-05, "loss": 0.008, "step": 3590 }, { "epoch": 2.3, "learning_rate": 8.483685220729366e-05, "loss": 0.0247, "step": 3600 }, { "epoch": 2.3, "eval_accuracy": 0.9716, "eval_loss": 0.10976359993219376, "eval_runtime": 47.3179, "eval_samples_per_second": 211.337, "eval_steps_per_second": 13.209, "step": 3600 }, { "epoch": 2.31, "learning_rate": 8.451695457453616e-05, "loss": 0.0691, "step": 3610 }, { "epoch": 2.32, "learning_rate": 8.419705694177864e-05, "loss": 0.0153, "step": 3620 }, { "epoch": 2.32, "learning_rate": 8.387715930902112e-05, "loss": 0.0115, "step": 3630 }, { "epoch": 2.33, "learning_rate": 8.35572616762636e-05, "loss": 0.0267, "step": 3640 }, { "epoch": 2.34, "learning_rate": 8.323736404350608e-05, "loss": 0.0102, "step": 3650 }, { "epoch": 2.34, "learning_rate": 8.291746641074857e-05, "loss": 0.0121, "step": 3660 }, { "epoch": 2.35, "learning_rate": 8.259756877799105e-05, "loss": 0.0255, "step": 3670 }, { "epoch": 2.35, "learning_rate": 8.227767114523353e-05, "loss": 0.0246, "step": 3680 }, { "epoch": 2.36, "learning_rate": 8.195777351247601e-05, "loss": 0.0574, "step": 3690 }, { "epoch": 2.37, "learning_rate": 8.163787587971849e-05, "loss": 0.0457, "step": 3700 }, { "epoch": 2.37, "eval_accuracy": 0.972, "eval_loss": 0.10533589124679565, "eval_runtime": 48.4465, "eval_samples_per_second": 206.413, "eval_steps_per_second": 12.901, "step": 3700 }, { "epoch": 2.37, "learning_rate": 8.131797824696098e-05, "loss": 0.0185, "step": 3710 }, { "epoch": 2.38, "learning_rate": 8.099808061420346e-05, "loss": 0.0066, "step": 3720 }, { "epoch": 2.39, "learning_rate": 8.067818298144594e-05, "loss": 0.0036, "step": 3730 }, { "epoch": 2.39, "learning_rate": 8.035828534868842e-05, "loss": 0.012, "step": 3740 }, { "epoch": 2.4, "learning_rate": 8.00383877159309e-05, "loss": 0.009, "step": 3750 }, { "epoch": 2.41, "learning_rate": 7.97184900831734e-05, "loss": 0.0113, "step": 3760 }, { "epoch": 2.41, "learning_rate": 7.939859245041588e-05, "loss": 0.0248, "step": 3770 }, { "epoch": 2.42, "learning_rate": 7.907869481765836e-05, "loss": 0.0051, "step": 3780 }, { "epoch": 2.42, "learning_rate": 7.875879718490084e-05, "loss": 0.0392, "step": 3790 }, { "epoch": 2.43, "learning_rate": 7.843889955214332e-05, "loss": 0.0621, "step": 3800 }, { "epoch": 2.43, "eval_accuracy": 0.9761, "eval_loss": 0.09739825129508972, "eval_runtime": 47.7784, "eval_samples_per_second": 209.3, "eval_steps_per_second": 13.081, "step": 3800 }, { "epoch": 2.44, "learning_rate": 7.811900191938581e-05, "loss": 0.0091, "step": 3810 }, { "epoch": 2.44, "learning_rate": 7.779910428662829e-05, "loss": 0.0228, "step": 3820 }, { "epoch": 2.45, "learning_rate": 7.747920665387077e-05, "loss": 0.0359, "step": 3830 }, { "epoch": 2.46, "learning_rate": 7.715930902111325e-05, "loss": 0.0575, "step": 3840 }, { "epoch": 2.46, "learning_rate": 7.683941138835573e-05, "loss": 0.0705, "step": 3850 }, { "epoch": 2.47, "learning_rate": 7.651951375559822e-05, "loss": 0.0266, "step": 3860 }, { "epoch": 2.48, "learning_rate": 7.61996161228407e-05, "loss": 0.025, "step": 3870 }, { "epoch": 2.48, "learning_rate": 7.587971849008317e-05, "loss": 0.0691, "step": 3880 }, { "epoch": 2.49, "learning_rate": 7.555982085732566e-05, "loss": 0.0026, "step": 3890 }, { "epoch": 2.5, "learning_rate": 7.523992322456814e-05, "loss": 0.0591, "step": 3900 }, { "epoch": 2.5, "eval_accuracy": 0.9713, "eval_loss": 0.10392673313617706, "eval_runtime": 47.9322, "eval_samples_per_second": 208.628, "eval_steps_per_second": 13.039, "step": 3900 }, { "epoch": 2.5, "learning_rate": 7.492002559181063e-05, "loss": 0.0062, "step": 3910 }, { "epoch": 2.51, "learning_rate": 7.46001279590531e-05, "loss": 0.0496, "step": 3920 }, { "epoch": 2.51, "learning_rate": 7.428023032629558e-05, "loss": 0.0039, "step": 3930 }, { "epoch": 2.52, "learning_rate": 7.396033269353807e-05, "loss": 0.0136, "step": 3940 }, { "epoch": 2.53, "learning_rate": 7.364043506078055e-05, "loss": 0.0372, "step": 3950 }, { "epoch": 2.53, "learning_rate": 7.332053742802303e-05, "loss": 0.0134, "step": 3960 }, { "epoch": 2.54, "learning_rate": 7.300063979526551e-05, "loss": 0.0085, "step": 3970 }, { "epoch": 2.55, "learning_rate": 7.268074216250799e-05, "loss": 0.0161, "step": 3980 }, { "epoch": 2.55, "learning_rate": 7.236084452975049e-05, "loss": 0.0126, "step": 3990 }, { "epoch": 2.56, "learning_rate": 7.204094689699297e-05, "loss": 0.0624, "step": 4000 }, { "epoch": 2.56, "eval_accuracy": 0.9729, "eval_loss": 0.11228275299072266, "eval_runtime": 48.1823, "eval_samples_per_second": 207.545, "eval_steps_per_second": 12.972, "step": 4000 }, { "epoch": 2.57, "learning_rate": 7.172104926423545e-05, "loss": 0.0075, "step": 4010 }, { "epoch": 2.57, "learning_rate": 7.140115163147793e-05, "loss": 0.0191, "step": 4020 }, { "epoch": 2.58, "learning_rate": 7.10812539987204e-05, "loss": 0.0201, "step": 4030 }, { "epoch": 2.58, "learning_rate": 7.07613563659629e-05, "loss": 0.0092, "step": 4040 }, { "epoch": 2.59, "learning_rate": 7.044145873320538e-05, "loss": 0.0299, "step": 4050 }, { "epoch": 2.6, "learning_rate": 7.012156110044786e-05, "loss": 0.0233, "step": 4060 }, { "epoch": 2.6, "learning_rate": 6.980166346769034e-05, "loss": 0.0054, "step": 4070 }, { "epoch": 2.61, "learning_rate": 6.948176583493282e-05, "loss": 0.0243, "step": 4080 }, { "epoch": 2.62, "learning_rate": 6.916186820217531e-05, "loss": 0.0286, "step": 4090 }, { "epoch": 2.62, "learning_rate": 6.884197056941779e-05, "loss": 0.0309, "step": 4100 }, { "epoch": 2.62, "eval_accuracy": 0.9751, "eval_loss": 0.09711159765720367, "eval_runtime": 46.9031, "eval_samples_per_second": 213.206, "eval_steps_per_second": 13.325, "step": 4100 }, { "epoch": 2.63, "learning_rate": 6.852207293666027e-05, "loss": 0.0211, "step": 4110 }, { "epoch": 2.64, "learning_rate": 6.820217530390275e-05, "loss": 0.0168, "step": 4120 }, { "epoch": 2.64, "learning_rate": 6.788227767114523e-05, "loss": 0.0195, "step": 4130 }, { "epoch": 2.65, "learning_rate": 6.756238003838772e-05, "loss": 0.0072, "step": 4140 }, { "epoch": 2.66, "learning_rate": 6.72424824056302e-05, "loss": 0.0243, "step": 4150 }, { "epoch": 2.66, "learning_rate": 6.692258477287268e-05, "loss": 0.027, "step": 4160 }, { "epoch": 2.67, "learning_rate": 6.660268714011516e-05, "loss": 0.039, "step": 4170 }, { "epoch": 2.67, "learning_rate": 6.628278950735764e-05, "loss": 0.017, "step": 4180 }, { "epoch": 2.68, "learning_rate": 6.596289187460014e-05, "loss": 0.008, "step": 4190 }, { "epoch": 2.69, "learning_rate": 6.564299424184262e-05, "loss": 0.015, "step": 4200 }, { "epoch": 2.69, "eval_accuracy": 0.9738, "eval_loss": 0.104751355946064, "eval_runtime": 48.1137, "eval_samples_per_second": 207.841, "eval_steps_per_second": 12.99, "step": 4200 }, { "epoch": 2.69, "learning_rate": 6.53230966090851e-05, "loss": 0.0041, "step": 4210 }, { "epoch": 2.7, "learning_rate": 6.500319897632758e-05, "loss": 0.004, "step": 4220 }, { "epoch": 2.71, "learning_rate": 6.468330134357006e-05, "loss": 0.0206, "step": 4230 }, { "epoch": 2.71, "learning_rate": 6.436340371081254e-05, "loss": 0.012, "step": 4240 }, { "epoch": 2.72, "learning_rate": 6.404350607805503e-05, "loss": 0.0303, "step": 4250 }, { "epoch": 2.73, "learning_rate": 6.372360844529751e-05, "loss": 0.039, "step": 4260 }, { "epoch": 2.73, "learning_rate": 6.340371081253999e-05, "loss": 0.0225, "step": 4270 }, { "epoch": 2.74, "learning_rate": 6.308381317978247e-05, "loss": 0.019, "step": 4280 }, { "epoch": 2.74, "learning_rate": 6.276391554702495e-05, "loss": 0.0014, "step": 4290 }, { "epoch": 2.75, "learning_rate": 6.244401791426744e-05, "loss": 0.0155, "step": 4300 }, { "epoch": 2.75, "eval_accuracy": 0.9749, "eval_loss": 0.0932016596198082, "eval_runtime": 61.5553, "eval_samples_per_second": 162.456, "eval_steps_per_second": 10.153, "step": 4300 }, { "epoch": 2.76, "learning_rate": 6.212412028150992e-05, "loss": 0.0027, "step": 4310 }, { "epoch": 2.76, "learning_rate": 6.18042226487524e-05, "loss": 0.0181, "step": 4320 }, { "epoch": 2.77, "learning_rate": 6.148432501599488e-05, "loss": 0.0063, "step": 4330 }, { "epoch": 2.78, "learning_rate": 6.116442738323736e-05, "loss": 0.0188, "step": 4340 }, { "epoch": 2.78, "learning_rate": 6.084452975047985e-05, "loss": 0.0195, "step": 4350 }, { "epoch": 2.79, "learning_rate": 6.0524632117722334e-05, "loss": 0.0057, "step": 4360 }, { "epoch": 2.8, "learning_rate": 6.020473448496481e-05, "loss": 0.0059, "step": 4370 }, { "epoch": 2.8, "learning_rate": 5.9884836852207293e-05, "loss": 0.0339, "step": 4380 }, { "epoch": 2.81, "learning_rate": 5.956493921944978e-05, "loss": 0.0381, "step": 4390 }, { "epoch": 2.82, "learning_rate": 5.924504158669226e-05, "loss": 0.0269, "step": 4400 }, { "epoch": 2.82, "eval_accuracy": 0.9702, "eval_loss": 0.11733580380678177, "eval_runtime": 61.9528, "eval_samples_per_second": 161.413, "eval_steps_per_second": 10.088, "step": 4400 }, { "epoch": 2.82, "learning_rate": 5.8925143953934746e-05, "loss": 0.0158, "step": 4410 }, { "epoch": 2.83, "learning_rate": 5.860524632117722e-05, "loss": 0.0214, "step": 4420 }, { "epoch": 2.83, "learning_rate": 5.8285348688419706e-05, "loss": 0.0484, "step": 4430 }, { "epoch": 2.84, "learning_rate": 5.796545105566219e-05, "loss": 0.0152, "step": 4440 }, { "epoch": 2.85, "learning_rate": 5.764555342290467e-05, "loss": 0.1147, "step": 4450 }, { "epoch": 2.85, "learning_rate": 5.732565579014716e-05, "loss": 0.0292, "step": 4460 }, { "epoch": 2.86, "learning_rate": 5.700575815738963e-05, "loss": 0.052, "step": 4470 }, { "epoch": 2.87, "learning_rate": 5.668586052463212e-05, "loss": 0.0055, "step": 4480 }, { "epoch": 2.87, "learning_rate": 5.63659628918746e-05, "loss": 0.0053, "step": 4490 }, { "epoch": 2.88, "learning_rate": 5.6046065259117085e-05, "loss": 0.0021, "step": 4500 }, { "epoch": 2.88, "eval_accuracy": 0.974, "eval_loss": 0.0957212820649147, "eval_runtime": 62.9349, "eval_samples_per_second": 158.894, "eval_steps_per_second": 9.931, "step": 4500 }, { "epoch": 2.89, "learning_rate": 5.572616762635957e-05, "loss": 0.043, "step": 4510 }, { "epoch": 2.89, "learning_rate": 5.5406269993602045e-05, "loss": 0.0207, "step": 4520 }, { "epoch": 2.9, "learning_rate": 5.508637236084453e-05, "loss": 0.006, "step": 4530 }, { "epoch": 2.9, "learning_rate": 5.476647472808701e-05, "loss": 0.0043, "step": 4540 }, { "epoch": 2.91, "learning_rate": 5.44465770953295e-05, "loss": 0.0257, "step": 4550 }, { "epoch": 2.92, "learning_rate": 5.4126679462571984e-05, "loss": 0.0241, "step": 4560 }, { "epoch": 2.92, "learning_rate": 5.380678182981446e-05, "loss": 0.019, "step": 4570 }, { "epoch": 2.93, "learning_rate": 5.3486884197056944e-05, "loss": 0.0204, "step": 4580 }, { "epoch": 2.94, "learning_rate": 5.3166986564299424e-05, "loss": 0.0182, "step": 4590 }, { "epoch": 2.94, "learning_rate": 5.284708893154191e-05, "loss": 0.0238, "step": 4600 }, { "epoch": 2.94, "eval_accuracy": 0.9742, "eval_loss": 0.09226856380701065, "eval_runtime": 62.7299, "eval_samples_per_second": 159.414, "eval_steps_per_second": 9.963, "step": 4600 }, { "epoch": 2.95, "learning_rate": 5.25271912987844e-05, "loss": 0.0036, "step": 4610 }, { "epoch": 2.96, "learning_rate": 5.220729366602687e-05, "loss": 0.0672, "step": 4620 }, { "epoch": 2.96, "learning_rate": 5.188739603326935e-05, "loss": 0.0383, "step": 4630 }, { "epoch": 2.97, "learning_rate": 5.1567498400511836e-05, "loss": 0.0044, "step": 4640 }, { "epoch": 2.98, "learning_rate": 5.124760076775432e-05, "loss": 0.0257, "step": 4650 }, { "epoch": 2.98, "learning_rate": 5.092770313499681e-05, "loss": 0.0011, "step": 4660 }, { "epoch": 2.99, "learning_rate": 5.060780550223928e-05, "loss": 0.0034, "step": 4670 }, { "epoch": 2.99, "learning_rate": 5.028790786948176e-05, "loss": 0.0256, "step": 4680 }, { "epoch": 3.0, "learning_rate": 4.996801023672425e-05, "loss": 0.0129, "step": 4690 }, { "epoch": 3.01, "learning_rate": 4.9648112603966736e-05, "loss": 0.0015, "step": 4700 }, { "epoch": 3.01, "eval_accuracy": 0.9748, "eval_loss": 0.09875385463237762, "eval_runtime": 62.4215, "eval_samples_per_second": 160.201, "eval_steps_per_second": 10.013, "step": 4700 }, { "epoch": 3.01, "learning_rate": 4.9328214971209215e-05, "loss": 0.0154, "step": 4710 }, { "epoch": 3.02, "learning_rate": 4.9008317338451695e-05, "loss": 0.0012, "step": 4720 }, { "epoch": 3.03, "learning_rate": 4.868841970569418e-05, "loss": 0.001, "step": 4730 }, { "epoch": 3.03, "learning_rate": 4.836852207293666e-05, "loss": 0.0069, "step": 4740 }, { "epoch": 3.04, "learning_rate": 4.804862444017915e-05, "loss": 0.0035, "step": 4750 }, { "epoch": 3.05, "learning_rate": 4.772872680742163e-05, "loss": 0.0024, "step": 4760 }, { "epoch": 3.05, "learning_rate": 4.740882917466411e-05, "loss": 0.0026, "step": 4770 }, { "epoch": 3.06, "learning_rate": 4.7088931541906594e-05, "loss": 0.0014, "step": 4780 }, { "epoch": 3.06, "learning_rate": 4.6769033909149074e-05, "loss": 0.0008, "step": 4790 }, { "epoch": 3.07, "learning_rate": 4.644913627639156e-05, "loss": 0.0016, "step": 4800 }, { "epoch": 3.07, "eval_accuracy": 0.9791, "eval_loss": 0.08298031985759735, "eval_runtime": 61.1981, "eval_samples_per_second": 163.404, "eval_steps_per_second": 10.213, "step": 4800 }, { "epoch": 3.08, "learning_rate": 4.612923864363404e-05, "loss": 0.0024, "step": 4810 }, { "epoch": 3.08, "learning_rate": 4.580934101087652e-05, "loss": 0.0015, "step": 4820 }, { "epoch": 3.09, "learning_rate": 4.548944337811901e-05, "loss": 0.0007, "step": 4830 }, { "epoch": 3.1, "learning_rate": 4.516954574536149e-05, "loss": 0.0008, "step": 4840 }, { "epoch": 3.1, "learning_rate": 4.4849648112603973e-05, "loss": 0.0139, "step": 4850 }, { "epoch": 3.11, "learning_rate": 4.4529750479846447e-05, "loss": 0.0019, "step": 4860 }, { "epoch": 3.12, "learning_rate": 4.420985284708893e-05, "loss": 0.0011, "step": 4870 }, { "epoch": 3.12, "learning_rate": 4.388995521433142e-05, "loss": 0.001, "step": 4880 }, { "epoch": 3.13, "learning_rate": 4.35700575815739e-05, "loss": 0.0009, "step": 4890 }, { "epoch": 3.13, "learning_rate": 4.325015994881638e-05, "loss": 0.001, "step": 4900 }, { "epoch": 3.13, "eval_accuracy": 0.9795, "eval_loss": 0.08240580558776855, "eval_runtime": 61.0908, "eval_samples_per_second": 163.691, "eval_steps_per_second": 10.231, "step": 4900 }, { "epoch": 3.14, "learning_rate": 4.293026231605886e-05, "loss": 0.001, "step": 4910 }, { "epoch": 3.15, "learning_rate": 4.2610364683301346e-05, "loss": 0.0007, "step": 4920 }, { "epoch": 3.15, "learning_rate": 4.229046705054383e-05, "loss": 0.0011, "step": 4930 }, { "epoch": 3.16, "learning_rate": 4.197056941778631e-05, "loss": 0.0008, "step": 4940 }, { "epoch": 3.17, "learning_rate": 4.165067178502879e-05, "loss": 0.0013, "step": 4950 }, { "epoch": 3.17, "learning_rate": 4.133077415227127e-05, "loss": 0.0035, "step": 4960 }, { "epoch": 3.18, "learning_rate": 4.101087651951376e-05, "loss": 0.0008, "step": 4970 }, { "epoch": 3.19, "learning_rate": 4.0690978886756245e-05, "loss": 0.0035, "step": 4980 }, { "epoch": 3.19, "learning_rate": 4.0371081253998725e-05, "loss": 0.001, "step": 4990 }, { "epoch": 3.2, "learning_rate": 4.0051183621241205e-05, "loss": 0.0008, "step": 5000 }, { "epoch": 3.2, "eval_accuracy": 0.976, "eval_loss": 0.0969667136669159, "eval_runtime": 61.996, "eval_samples_per_second": 161.301, "eval_steps_per_second": 10.081, "step": 5000 }, { "epoch": 3.21, "learning_rate": 3.9731285988483684e-05, "loss": 0.0133, "step": 5010 }, { "epoch": 3.21, "learning_rate": 3.941138835572617e-05, "loss": 0.0008, "step": 5020 }, { "epoch": 3.22, "learning_rate": 3.909149072296866e-05, "loss": 0.0037, "step": 5030 }, { "epoch": 3.22, "learning_rate": 3.877159309021113e-05, "loss": 0.0007, "step": 5040 }, { "epoch": 3.23, "learning_rate": 3.845169545745362e-05, "loss": 0.0015, "step": 5050 }, { "epoch": 3.24, "learning_rate": 3.81317978246961e-05, "loss": 0.0008, "step": 5060 }, { "epoch": 3.24, "learning_rate": 3.7811900191938584e-05, "loss": 0.0014, "step": 5070 }, { "epoch": 3.25, "learning_rate": 3.7492002559181063e-05, "loss": 0.0007, "step": 5080 }, { "epoch": 3.26, "learning_rate": 3.717210492642354e-05, "loss": 0.0012, "step": 5090 }, { "epoch": 3.26, "learning_rate": 3.685220729366603e-05, "loss": 0.0149, "step": 5100 }, { "epoch": 3.26, "eval_accuracy": 0.9796, "eval_loss": 0.0864199697971344, "eval_runtime": 61.7022, "eval_samples_per_second": 162.069, "eval_steps_per_second": 10.129, "step": 5100 }, { "epoch": 3.27, "learning_rate": 3.653230966090851e-05, "loss": 0.001, "step": 5110 }, { "epoch": 3.28, "learning_rate": 3.6212412028150996e-05, "loss": 0.001, "step": 5120 }, { "epoch": 3.28, "learning_rate": 3.5892514395393476e-05, "loss": 0.0015, "step": 5130 }, { "epoch": 3.29, "learning_rate": 3.5572616762635956e-05, "loss": 0.0018, "step": 5140 }, { "epoch": 3.29, "learning_rate": 3.525271912987844e-05, "loss": 0.002, "step": 5150 }, { "epoch": 3.3, "learning_rate": 3.493282149712092e-05, "loss": 0.0019, "step": 5160 }, { "epoch": 3.31, "learning_rate": 3.461292386436341e-05, "loss": 0.0063, "step": 5170 }, { "epoch": 3.31, "learning_rate": 3.429302623160589e-05, "loss": 0.0008, "step": 5180 }, { "epoch": 3.32, "learning_rate": 3.397312859884837e-05, "loss": 0.0273, "step": 5190 }, { "epoch": 3.33, "learning_rate": 3.3653230966090855e-05, "loss": 0.008, "step": 5200 }, { "epoch": 3.33, "eval_accuracy": 0.9778, "eval_loss": 0.09051262587308884, "eval_runtime": 62.6123, "eval_samples_per_second": 159.713, "eval_steps_per_second": 9.982, "step": 5200 }, { "epoch": 3.33, "learning_rate": 3.3333333333333335e-05, "loss": 0.0007, "step": 5210 }, { "epoch": 3.34, "learning_rate": 3.3013435700575815e-05, "loss": 0.001, "step": 5220 }, { "epoch": 3.35, "learning_rate": 3.26935380678183e-05, "loss": 0.0065, "step": 5230 }, { "epoch": 3.35, "learning_rate": 3.237364043506078e-05, "loss": 0.0006, "step": 5240 }, { "epoch": 3.36, "learning_rate": 3.205374280230327e-05, "loss": 0.0007, "step": 5250 }, { "epoch": 3.37, "learning_rate": 3.173384516954575e-05, "loss": 0.0165, "step": 5260 }, { "epoch": 3.37, "learning_rate": 3.141394753678823e-05, "loss": 0.0119, "step": 5270 }, { "epoch": 3.38, "learning_rate": 3.1094049904030714e-05, "loss": 0.0006, "step": 5280 }, { "epoch": 3.38, "learning_rate": 3.0774152271273194e-05, "loss": 0.0074, "step": 5290 }, { "epoch": 3.39, "learning_rate": 3.0454254638515677e-05, "loss": 0.0064, "step": 5300 }, { "epoch": 3.39, "eval_accuracy": 0.9799, "eval_loss": 0.08600812405347824, "eval_runtime": 63.7405, "eval_samples_per_second": 156.886, "eval_steps_per_second": 9.805, "step": 5300 }, { "epoch": 3.4, "learning_rate": 3.0134357005758157e-05, "loss": 0.0027, "step": 5310 }, { "epoch": 3.4, "learning_rate": 2.981445937300064e-05, "loss": 0.0008, "step": 5320 }, { "epoch": 3.41, "learning_rate": 2.9494561740243127e-05, "loss": 0.0008, "step": 5330 }, { "epoch": 3.42, "learning_rate": 2.9174664107485606e-05, "loss": 0.0016, "step": 5340 }, { "epoch": 3.42, "learning_rate": 2.885476647472809e-05, "loss": 0.0174, "step": 5350 }, { "epoch": 3.43, "learning_rate": 2.853486884197057e-05, "loss": 0.0014, "step": 5360 }, { "epoch": 3.44, "learning_rate": 2.8214971209213053e-05, "loss": 0.0007, "step": 5370 }, { "epoch": 3.44, "learning_rate": 2.789507357645554e-05, "loss": 0.0007, "step": 5380 }, { "epoch": 3.45, "learning_rate": 2.7575175943698016e-05, "loss": 0.0035, "step": 5390 }, { "epoch": 3.45, "learning_rate": 2.7255278310940502e-05, "loss": 0.0009, "step": 5400 }, { "epoch": 3.45, "eval_accuracy": 0.9781, "eval_loss": 0.08675622195005417, "eval_runtime": 61.5807, "eval_samples_per_second": 162.388, "eval_steps_per_second": 10.149, "step": 5400 }, { "epoch": 3.46, "learning_rate": 2.6935380678182982e-05, "loss": 0.0007, "step": 5410 }, { "epoch": 3.47, "learning_rate": 2.6615483045425465e-05, "loss": 0.0009, "step": 5420 }, { "epoch": 3.47, "learning_rate": 2.6295585412667952e-05, "loss": 0.0011, "step": 5430 }, { "epoch": 3.48, "learning_rate": 2.5975687779910428e-05, "loss": 0.0006, "step": 5440 }, { "epoch": 3.49, "learning_rate": 2.5655790147152915e-05, "loss": 0.0007, "step": 5450 }, { "epoch": 3.49, "learning_rate": 2.533589251439539e-05, "loss": 0.0009, "step": 5460 }, { "epoch": 3.5, "learning_rate": 2.5015994881637878e-05, "loss": 0.0112, "step": 5470 }, { "epoch": 3.51, "learning_rate": 2.4696097248880358e-05, "loss": 0.0006, "step": 5480 }, { "epoch": 3.51, "learning_rate": 2.437619961612284e-05, "loss": 0.0007, "step": 5490 }, { "epoch": 3.52, "learning_rate": 2.4056301983365324e-05, "loss": 0.0007, "step": 5500 }, { "epoch": 3.52, "eval_accuracy": 0.9786, "eval_loss": 0.08598293364048004, "eval_runtime": 60.1457, "eval_samples_per_second": 166.263, "eval_steps_per_second": 10.391, "step": 5500 }, { "epoch": 3.53, "learning_rate": 2.3736404350607807e-05, "loss": 0.0008, "step": 5510 }, { "epoch": 3.53, "learning_rate": 2.341650671785029e-05, "loss": 0.0033, "step": 5520 }, { "epoch": 3.54, "learning_rate": 2.309660908509277e-05, "loss": 0.0009, "step": 5530 }, { "epoch": 3.54, "learning_rate": 2.2776711452335254e-05, "loss": 0.0006, "step": 5540 }, { "epoch": 3.55, "learning_rate": 2.2456813819577733e-05, "loss": 0.0007, "step": 5550 }, { "epoch": 3.56, "learning_rate": 2.213691618682022e-05, "loss": 0.0006, "step": 5560 }, { "epoch": 3.56, "learning_rate": 2.1817018554062703e-05, "loss": 0.0013, "step": 5570 }, { "epoch": 3.57, "learning_rate": 2.1497120921305183e-05, "loss": 0.0037, "step": 5580 }, { "epoch": 3.58, "learning_rate": 2.1177223288547666e-05, "loss": 0.0009, "step": 5590 }, { "epoch": 3.58, "learning_rate": 2.0857325655790146e-05, "loss": 0.0006, "step": 5600 }, { "epoch": 3.58, "eval_accuracy": 0.9796, "eval_loss": 0.0850202739238739, "eval_runtime": 62.0241, "eval_samples_per_second": 161.228, "eval_steps_per_second": 10.077, "step": 5600 }, { "epoch": 3.59, "learning_rate": 2.0537428023032633e-05, "loss": 0.0047, "step": 5610 }, { "epoch": 3.6, "learning_rate": 2.0217530390275112e-05, "loss": 0.0013, "step": 5620 }, { "epoch": 3.6, "learning_rate": 1.9897632757517596e-05, "loss": 0.0018, "step": 5630 }, { "epoch": 3.61, "learning_rate": 1.957773512476008e-05, "loss": 0.0006, "step": 5640 }, { "epoch": 3.61, "learning_rate": 1.925783749200256e-05, "loss": 0.0134, "step": 5650 }, { "epoch": 3.62, "learning_rate": 1.8937939859245045e-05, "loss": 0.0014, "step": 5660 }, { "epoch": 3.63, "learning_rate": 1.8618042226487525e-05, "loss": 0.0018, "step": 5670 }, { "epoch": 3.63, "learning_rate": 1.8298144593730008e-05, "loss": 0.0007, "step": 5680 }, { "epoch": 3.64, "learning_rate": 1.7978246960972488e-05, "loss": 0.0006, "step": 5690 }, { "epoch": 3.65, "learning_rate": 1.765834932821497e-05, "loss": 0.0005, "step": 5700 }, { "epoch": 3.65, "eval_accuracy": 0.9804, "eval_loss": 0.08065660297870636, "eval_runtime": 63.2588, "eval_samples_per_second": 158.081, "eval_steps_per_second": 9.88, "step": 5700 }, { "epoch": 3.65, "learning_rate": 1.7338451695457454e-05, "loss": 0.01, "step": 5710 }, { "epoch": 3.66, "learning_rate": 1.7018554062699938e-05, "loss": 0.0005, "step": 5720 }, { "epoch": 3.67, "learning_rate": 1.669865642994242e-05, "loss": 0.0009, "step": 5730 }, { "epoch": 3.67, "learning_rate": 1.63787587971849e-05, "loss": 0.0005, "step": 5740 }, { "epoch": 3.68, "learning_rate": 1.6058861164427384e-05, "loss": 0.0007, "step": 5750 }, { "epoch": 3.69, "learning_rate": 1.5738963531669867e-05, "loss": 0.002, "step": 5760 }, { "epoch": 3.69, "learning_rate": 1.541906589891235e-05, "loss": 0.0005, "step": 5770 }, { "epoch": 3.7, "learning_rate": 1.5099168266154832e-05, "loss": 0.0008, "step": 5780 }, { "epoch": 3.7, "learning_rate": 1.4779270633397313e-05, "loss": 0.0026, "step": 5790 }, { "epoch": 3.71, "learning_rate": 1.4459373000639795e-05, "loss": 0.0005, "step": 5800 }, { "epoch": 3.71, "eval_accuracy": 0.981, "eval_loss": 0.07981295883655548, "eval_runtime": 62.5683, "eval_samples_per_second": 159.825, "eval_steps_per_second": 9.989, "step": 5800 }, { "epoch": 3.72, "learning_rate": 1.413947536788228e-05, "loss": 0.0015, "step": 5810 }, { "epoch": 3.72, "learning_rate": 1.3819577735124761e-05, "loss": 0.0007, "step": 5820 }, { "epoch": 3.73, "learning_rate": 1.3499680102367243e-05, "loss": 0.0058, "step": 5830 }, { "epoch": 3.74, "learning_rate": 1.3179782469609724e-05, "loss": 0.0006, "step": 5840 }, { "epoch": 3.74, "learning_rate": 1.2859884836852207e-05, "loss": 0.0058, "step": 5850 }, { "epoch": 3.75, "learning_rate": 1.253998720409469e-05, "loss": 0.0007, "step": 5860 }, { "epoch": 3.76, "learning_rate": 1.2220089571337174e-05, "loss": 0.0005, "step": 5870 }, { "epoch": 3.76, "learning_rate": 1.1900191938579655e-05, "loss": 0.0008, "step": 5880 }, { "epoch": 3.77, "learning_rate": 1.1580294305822137e-05, "loss": 0.0004, "step": 5890 }, { "epoch": 3.77, "learning_rate": 1.126039667306462e-05, "loss": 0.0016, "step": 5900 }, { "epoch": 3.77, "eval_accuracy": 0.9808, "eval_loss": 0.07946650683879852, "eval_runtime": 60.9852, "eval_samples_per_second": 163.974, "eval_steps_per_second": 10.248, "step": 5900 }, { "epoch": 3.78, "learning_rate": 1.0940499040307102e-05, "loss": 0.0006, "step": 5910 }, { "epoch": 3.79, "learning_rate": 1.0620601407549585e-05, "loss": 0.0058, "step": 5920 }, { "epoch": 3.79, "learning_rate": 1.0300703774792066e-05, "loss": 0.0035, "step": 5930 }, { "epoch": 3.8, "learning_rate": 9.98080614203455e-06, "loss": 0.0024, "step": 5940 }, { "epoch": 3.81, "learning_rate": 9.660908509277033e-06, "loss": 0.0005, "step": 5950 }, { "epoch": 3.81, "learning_rate": 9.341010876519514e-06, "loss": 0.0048, "step": 5960 }, { "epoch": 3.82, "learning_rate": 9.021113243761997e-06, "loss": 0.001, "step": 5970 }, { "epoch": 3.83, "learning_rate": 8.701215611004479e-06, "loss": 0.0006, "step": 5980 }, { "epoch": 3.83, "learning_rate": 8.38131797824696e-06, "loss": 0.001, "step": 5990 }, { "epoch": 3.84, "learning_rate": 8.061420345489444e-06, "loss": 0.0068, "step": 6000 }, { "epoch": 3.84, "eval_accuracy": 0.9806, "eval_loss": 0.08210848271846771, "eval_runtime": 64.268, "eval_samples_per_second": 155.598, "eval_steps_per_second": 9.725, "step": 6000 }, { "epoch": 3.85, "learning_rate": 7.741522712731925e-06, "loss": 0.0004, "step": 6010 }, { "epoch": 3.85, "learning_rate": 7.421625079974409e-06, "loss": 0.0005, "step": 6020 }, { "epoch": 3.86, "learning_rate": 7.101727447216891e-06, "loss": 0.0007, "step": 6030 }, { "epoch": 3.86, "learning_rate": 6.781829814459373e-06, "loss": 0.0005, "step": 6040 }, { "epoch": 3.87, "learning_rate": 6.461932181701856e-06, "loss": 0.0164, "step": 6050 }, { "epoch": 3.88, "learning_rate": 6.142034548944338e-06, "loss": 0.0005, "step": 6060 }, { "epoch": 3.88, "learning_rate": 5.82213691618682e-06, "loss": 0.0007, "step": 6070 }, { "epoch": 3.89, "learning_rate": 5.502239283429303e-06, "loss": 0.0006, "step": 6080 }, { "epoch": 3.9, "learning_rate": 5.182341650671786e-06, "loss": 0.0007, "step": 6090 }, { "epoch": 3.9, "learning_rate": 4.862444017914268e-06, "loss": 0.001, "step": 6100 }, { "epoch": 3.9, "eval_accuracy": 0.981, "eval_loss": 0.08095718175172806, "eval_runtime": 62.2344, "eval_samples_per_second": 160.683, "eval_steps_per_second": 10.043, "step": 6100 }, { "epoch": 3.91, "learning_rate": 4.5425463851567495e-06, "loss": 0.0005, "step": 6110 }, { "epoch": 3.92, "learning_rate": 4.222648752399233e-06, "loss": 0.0006, "step": 6120 }, { "epoch": 3.92, "learning_rate": 3.902751119641715e-06, "loss": 0.0067, "step": 6130 }, { "epoch": 3.93, "learning_rate": 3.5828534868841974e-06, "loss": 0.001, "step": 6140 }, { "epoch": 3.93, "learning_rate": 3.2629558541266794e-06, "loss": 0.0009, "step": 6150 }, { "epoch": 3.94, "learning_rate": 2.943058221369162e-06, "loss": 0.0005, "step": 6160 }, { "epoch": 3.95, "learning_rate": 2.6231605886116445e-06, "loss": 0.0005, "step": 6170 }, { "epoch": 3.95, "learning_rate": 2.303262955854127e-06, "loss": 0.0006, "step": 6180 }, { "epoch": 3.96, "learning_rate": 1.9833653230966092e-06, "loss": 0.005, "step": 6190 }, { "epoch": 3.97, "learning_rate": 1.6634676903390916e-06, "loss": 0.0009, "step": 6200 }, { "epoch": 3.97, "eval_accuracy": 0.9812, "eval_loss": 0.07883724570274353, "eval_runtime": 62.3579, "eval_samples_per_second": 160.364, "eval_steps_per_second": 10.023, "step": 6200 }, { "epoch": 3.97, "learning_rate": 1.343570057581574e-06, "loss": 0.0006, "step": 6210 }, { "epoch": 3.98, "learning_rate": 1.0236724248240563e-06, "loss": 0.0005, "step": 6220 }, { "epoch": 3.99, "learning_rate": 7.037747920665388e-07, "loss": 0.0005, "step": 6230 }, { "epoch": 3.99, "learning_rate": 3.838771593090211e-07, "loss": 0.0005, "step": 6240 }, { "epoch": 4.0, "learning_rate": 6.397952655150352e-08, "loss": 0.0005, "step": 6250 }, { "epoch": 4.0, "step": 6252, "total_flos": 1.54995091808256e+19, "train_loss": 0.08309991182349008, "train_runtime": 5212.8854, "train_samples_per_second": 38.366, "train_steps_per_second": 1.199 } ], "max_steps": 6252, "num_train_epochs": 4, "total_flos": 1.54995091808256e+19, "trial_name": null, "trial_params": null }