{ "best_metric": 0.20915627479553223, "best_model_checkpoint": "./vit-large-binary-isic-sharpened-patch-32/checkpoint-2100", "epoch": 4.0, "global_step": 4328, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 0.00019953789279112755, "loss": 0.5991, "step": 10 }, { "epoch": 0.02, "learning_rate": 0.0001990757855822551, "loss": 0.4327, "step": 20 }, { "epoch": 0.03, "learning_rate": 0.00019861367837338263, "loss": 0.3795, "step": 30 }, { "epoch": 0.04, "learning_rate": 0.00019815157116451017, "loss": 0.3665, "step": 40 }, { "epoch": 0.05, "learning_rate": 0.0001976894639556377, "loss": 0.6357, "step": 50 }, { "epoch": 0.06, "learning_rate": 0.00019722735674676528, "loss": 0.5116, "step": 60 }, { "epoch": 0.06, "learning_rate": 0.0001967652495378928, "loss": 0.3421, "step": 70 }, { "epoch": 0.07, "learning_rate": 0.00019630314232902034, "loss": 0.3856, "step": 80 }, { "epoch": 0.08, "learning_rate": 0.00019584103512014788, "loss": 0.3333, "step": 90 }, { "epoch": 0.09, "learning_rate": 0.00019537892791127544, "loss": 0.3437, "step": 100 }, { "epoch": 0.09, "eval_accuracy": 0.8412352639671963, "eval_f1": 0.8412352639671963, "eval_loss": 0.3367173373699188, "eval_precision": 0.8412352639671963, "eval_recall": 0.8412352639671963, "eval_runtime": 82.5501, "eval_samples_per_second": 94.537, "eval_steps_per_second": 11.823, "step": 100 }, { "epoch": 0.1, "learning_rate": 0.00019491682070240296, "loss": 0.321, "step": 110 }, { "epoch": 0.11, "learning_rate": 0.0001944547134935305, "loss": 0.2976, "step": 120 }, { "epoch": 0.12, "learning_rate": 0.00019399260628465804, "loss": 0.448, "step": 130 }, { "epoch": 0.13, "learning_rate": 0.0001935304990757856, "loss": 0.3983, "step": 140 }, { "epoch": 0.14, "learning_rate": 0.00019306839186691312, "loss": 0.3479, "step": 150 }, { "epoch": 0.15, "learning_rate": 0.0001926524953789279, "loss": 0.3198, "step": 160 }, { "epoch": 0.16, "learning_rate": 0.00019219038817005547, "loss": 0.4198, "step": 170 }, { "epoch": 0.17, "learning_rate": 0.000191728280961183, "loss": 0.2527, "step": 180 }, { "epoch": 0.18, "learning_rate": 0.00019126617375231055, "loss": 0.3548, "step": 190 }, { "epoch": 0.18, "learning_rate": 0.0001908040665434381, "loss": 0.3702, "step": 200 }, { "epoch": 0.18, "eval_accuracy": 0.858534085084572, "eval_f1": 0.8585340850845719, "eval_loss": 0.3093763589859009, "eval_precision": 0.858534085084572, "eval_recall": 0.858534085084572, "eval_runtime": 83.0128, "eval_samples_per_second": 94.01, "eval_steps_per_second": 11.757, "step": 200 }, { "epoch": 0.19, "learning_rate": 0.00019034195933456563, "loss": 0.3353, "step": 210 }, { "epoch": 0.2, "learning_rate": 0.00018987985212569317, "loss": 0.3458, "step": 220 }, { "epoch": 0.21, "learning_rate": 0.0001894177449168207, "loss": 0.2603, "step": 230 }, { "epoch": 0.22, "learning_rate": 0.00018895563770794825, "loss": 0.2883, "step": 240 }, { "epoch": 0.23, "learning_rate": 0.0001884935304990758, "loss": 0.3665, "step": 250 }, { "epoch": 0.24, "learning_rate": 0.00018803142329020333, "loss": 0.2682, "step": 260 }, { "epoch": 0.25, "learning_rate": 0.00018756931608133087, "loss": 0.3169, "step": 270 }, { "epoch": 0.26, "learning_rate": 0.00018710720887245841, "loss": 0.3047, "step": 280 }, { "epoch": 0.27, "learning_rate": 0.00018664510166358596, "loss": 0.3223, "step": 290 }, { "epoch": 0.28, "learning_rate": 0.0001861829944547135, "loss": 0.2693, "step": 300 }, { "epoch": 0.28, "eval_accuracy": 0.8007432086109687, "eval_f1": 0.8007432086109687, "eval_loss": 0.4360676109790802, "eval_precision": 0.8007432086109687, "eval_recall": 0.8007432086109687, "eval_runtime": 83.0367, "eval_samples_per_second": 93.983, "eval_steps_per_second": 11.754, "step": 300 }, { "epoch": 0.29, "learning_rate": 0.00018572088724584104, "loss": 0.4223, "step": 310 }, { "epoch": 0.3, "learning_rate": 0.0001852587800369686, "loss": 0.2914, "step": 320 }, { "epoch": 0.3, "learning_rate": 0.00018479667282809612, "loss": 0.3506, "step": 330 }, { "epoch": 0.31, "learning_rate": 0.00018433456561922366, "loss": 0.2313, "step": 340 }, { "epoch": 0.32, "learning_rate": 0.0001838724584103512, "loss": 0.2737, "step": 350 }, { "epoch": 0.33, "learning_rate": 0.00018341035120147877, "loss": 0.3939, "step": 360 }, { "epoch": 0.34, "learning_rate": 0.00018294824399260628, "loss": 0.2264, "step": 370 }, { "epoch": 0.35, "learning_rate": 0.00018248613678373382, "loss": 0.2714, "step": 380 }, { "epoch": 0.36, "learning_rate": 0.0001820240295748614, "loss": 0.418, "step": 390 }, { "epoch": 0.37, "learning_rate": 0.00018156192236598893, "loss": 0.3183, "step": 400 }, { "epoch": 0.37, "eval_accuracy": 0.8643003587903639, "eval_f1": 0.864300358790364, "eval_loss": 0.2955211102962494, "eval_precision": 0.8643003587903639, "eval_recall": 0.8643003587903639, "eval_runtime": 82.9777, "eval_samples_per_second": 94.049, "eval_steps_per_second": 11.762, "step": 400 }, { "epoch": 0.38, "learning_rate": 0.00018109981515711647, "loss": 0.2969, "step": 410 }, { "epoch": 0.39, "learning_rate": 0.00018063770794824399, "loss": 0.2474, "step": 420 }, { "epoch": 0.4, "learning_rate": 0.00018017560073937155, "loss": 0.309, "step": 430 }, { "epoch": 0.41, "learning_rate": 0.0001797134935304991, "loss": 0.2835, "step": 440 }, { "epoch": 0.42, "learning_rate": 0.00017925138632162663, "loss": 0.2011, "step": 450 }, { "epoch": 0.43, "learning_rate": 0.00017878927911275415, "loss": 0.301, "step": 460 }, { "epoch": 0.43, "learning_rate": 0.00017832717190388172, "loss": 0.2318, "step": 470 }, { "epoch": 0.44, "learning_rate": 0.00017786506469500926, "loss": 0.2671, "step": 480 }, { "epoch": 0.45, "learning_rate": 0.0001774029574861368, "loss": 0.2451, "step": 490 }, { "epoch": 0.46, "learning_rate": 0.00017694085027726434, "loss": 0.2688, "step": 500 }, { "epoch": 0.46, "eval_accuracy": 0.8603280369041517, "eval_f1": 0.8603280369041517, "eval_loss": 0.30635467171669006, "eval_precision": 0.8603280369041517, "eval_recall": 0.8603280369041517, "eval_runtime": 82.9244, "eval_samples_per_second": 94.11, "eval_steps_per_second": 11.77, "step": 500 }, { "epoch": 0.47, "learning_rate": 0.00017647874306839188, "loss": 0.2145, "step": 510 }, { "epoch": 0.48, "learning_rate": 0.00017601663585951942, "loss": 0.4501, "step": 520 }, { "epoch": 0.49, "learning_rate": 0.00017555452865064696, "loss": 0.2039, "step": 530 }, { "epoch": 0.5, "learning_rate": 0.0001750924214417745, "loss": 0.3418, "step": 540 }, { "epoch": 0.51, "learning_rate": 0.00017463031423290204, "loss": 0.2178, "step": 550 }, { "epoch": 0.52, "learning_rate": 0.00017416820702402958, "loss": 0.2159, "step": 560 }, { "epoch": 0.53, "learning_rate": 0.00017370609981515712, "loss": 0.2128, "step": 570 }, { "epoch": 0.54, "learning_rate": 0.0001732439926062847, "loss": 0.2741, "step": 580 }, { "epoch": 0.55, "learning_rate": 0.0001727818853974122, "loss": 0.2614, "step": 590 }, { "epoch": 0.55, "learning_rate": 0.00017231977818853975, "loss": 0.2507, "step": 600 }, { "epoch": 0.55, "eval_accuracy": 0.8329062019477191, "eval_f1": 0.8329062019477191, "eval_loss": 0.3556201756000519, "eval_precision": 0.8329062019477191, "eval_recall": 0.8329062019477191, "eval_runtime": 83.089, "eval_samples_per_second": 93.923, "eval_steps_per_second": 11.746, "step": 600 }, { "epoch": 0.56, "learning_rate": 0.00017185767097966729, "loss": 0.3248, "step": 610 }, { "epoch": 0.57, "learning_rate": 0.00017139556377079485, "loss": 0.3201, "step": 620 }, { "epoch": 0.58, "learning_rate": 0.00017093345656192237, "loss": 0.2245, "step": 630 }, { "epoch": 0.59, "learning_rate": 0.0001704713493530499, "loss": 0.3081, "step": 640 }, { "epoch": 0.6, "learning_rate": 0.00017000924214417745, "loss": 0.1629, "step": 650 }, { "epoch": 0.61, "learning_rate": 0.00016954713493530502, "loss": 0.2981, "step": 660 }, { "epoch": 0.62, "learning_rate": 0.00016908502772643253, "loss": 0.224, "step": 670 }, { "epoch": 0.63, "learning_rate": 0.00016862292051756007, "loss": 0.2895, "step": 680 }, { "epoch": 0.64, "learning_rate": 0.00016816081330868764, "loss": 0.3021, "step": 690 }, { "epoch": 0.65, "learning_rate": 0.00016769870609981518, "loss": 0.203, "step": 700 }, { "epoch": 0.65, "eval_accuracy": 0.8432854946181445, "eval_f1": 0.8432854946181444, "eval_loss": 0.31337106227874756, "eval_precision": 0.8432854946181445, "eval_recall": 0.8432854946181445, "eval_runtime": 82.6906, "eval_samples_per_second": 94.376, "eval_steps_per_second": 11.803, "step": 700 }, { "epoch": 0.66, "learning_rate": 0.0001672365988909427, "loss": 0.2444, "step": 710 }, { "epoch": 0.67, "learning_rate": 0.00016677449168207023, "loss": 0.3056, "step": 720 }, { "epoch": 0.67, "learning_rate": 0.0001663123844731978, "loss": 0.2116, "step": 730 }, { "epoch": 0.68, "learning_rate": 0.00016585027726432534, "loss": 0.2301, "step": 740 }, { "epoch": 0.69, "learning_rate": 0.00016538817005545286, "loss": 0.195, "step": 750 }, { "epoch": 0.7, "learning_rate": 0.0001649260628465804, "loss": 0.4002, "step": 760 }, { "epoch": 0.71, "learning_rate": 0.00016446395563770796, "loss": 0.1884, "step": 770 }, { "epoch": 0.72, "learning_rate": 0.0001640018484288355, "loss": 0.197, "step": 780 }, { "epoch": 0.73, "learning_rate": 0.00016353974121996305, "loss": 0.3021, "step": 790 }, { "epoch": 0.74, "learning_rate": 0.0001630776340110906, "loss": 0.2315, "step": 800 }, { "epoch": 0.74, "eval_accuracy": 0.8855715017939518, "eval_f1": 0.8855715017939518, "eval_loss": 0.25248605012893677, "eval_precision": 0.8855715017939518, "eval_recall": 0.8855715017939518, "eval_runtime": 83.3186, "eval_samples_per_second": 93.665, "eval_steps_per_second": 11.714, "step": 800 }, { "epoch": 0.75, "learning_rate": 0.00016261552680221813, "loss": 0.223, "step": 810 }, { "epoch": 0.76, "learning_rate": 0.00016215341959334567, "loss": 0.1829, "step": 820 }, { "epoch": 0.77, "learning_rate": 0.0001616913123844732, "loss": 0.2863, "step": 830 }, { "epoch": 0.78, "learning_rate": 0.00016122920517560075, "loss": 0.2746, "step": 840 }, { "epoch": 0.79, "learning_rate": 0.0001607670979667283, "loss": 0.1964, "step": 850 }, { "epoch": 0.79, "learning_rate": 0.00016030499075785583, "loss": 0.1948, "step": 860 }, { "epoch": 0.8, "learning_rate": 0.00015984288354898337, "loss": 0.2401, "step": 870 }, { "epoch": 0.81, "learning_rate": 0.0001593807763401109, "loss": 0.2701, "step": 880 }, { "epoch": 0.82, "learning_rate": 0.00015891866913123845, "loss": 0.2135, "step": 890 }, { "epoch": 0.83, "learning_rate": 0.000158456561922366, "loss": 0.3527, "step": 900 }, { "epoch": 0.83, "eval_accuracy": 0.8731419784725781, "eval_f1": 0.8731419784725781, "eval_loss": 0.2814614772796631, "eval_precision": 0.8731419784725781, "eval_recall": 0.8731419784725781, "eval_runtime": 83.0866, "eval_samples_per_second": 93.926, "eval_steps_per_second": 11.747, "step": 900 }, { "epoch": 0.84, "learning_rate": 0.00015799445471349353, "loss": 0.175, "step": 910 }, { "epoch": 0.85, "learning_rate": 0.00015753234750462108, "loss": 0.2016, "step": 920 }, { "epoch": 0.86, "learning_rate": 0.00015707024029574862, "loss": 0.2683, "step": 930 }, { "epoch": 0.87, "learning_rate": 0.00015660813308687616, "loss": 0.2227, "step": 940 }, { "epoch": 0.88, "learning_rate": 0.0001561460258780037, "loss": 0.2204, "step": 950 }, { "epoch": 0.89, "learning_rate": 0.00015568391866913127, "loss": 0.1745, "step": 960 }, { "epoch": 0.9, "learning_rate": 0.00015522181146025878, "loss": 0.1872, "step": 970 }, { "epoch": 0.91, "learning_rate": 0.00015475970425138632, "loss": 0.2944, "step": 980 }, { "epoch": 0.91, "learning_rate": 0.0001542975970425139, "loss": 0.2532, "step": 990 }, { "epoch": 0.92, "learning_rate": 0.00015383548983364143, "loss": 0.292, "step": 1000 }, { "epoch": 0.92, "eval_accuracy": 0.8534085084572014, "eval_f1": 0.8534085084572014, "eval_loss": 0.38787639141082764, "eval_precision": 0.8534085084572014, "eval_recall": 0.8534085084572014, "eval_runtime": 84.131, "eval_samples_per_second": 92.76, "eval_steps_per_second": 11.601, "step": 1000 }, { "epoch": 0.93, "learning_rate": 0.00015337338262476894, "loss": 0.2367, "step": 1010 }, { "epoch": 0.94, "learning_rate": 0.00015291127541589648, "loss": 0.1986, "step": 1020 }, { "epoch": 0.95, "learning_rate": 0.00015244916820702405, "loss": 0.216, "step": 1030 }, { "epoch": 0.96, "learning_rate": 0.0001519870609981516, "loss": 0.1958, "step": 1040 }, { "epoch": 0.97, "learning_rate": 0.0001515249537892791, "loss": 0.1846, "step": 1050 }, { "epoch": 0.98, "learning_rate": 0.00015106284658040665, "loss": 0.2404, "step": 1060 }, { "epoch": 0.99, "learning_rate": 0.00015060073937153421, "loss": 0.2018, "step": 1070 }, { "epoch": 1.0, "learning_rate": 0.00015013863216266175, "loss": 0.2524, "step": 1080 }, { "epoch": 1.01, "learning_rate": 0.00014967652495378927, "loss": 0.1601, "step": 1090 }, { "epoch": 1.02, "learning_rate": 0.00014921441774491684, "loss": 0.1342, "step": 1100 }, { "epoch": 1.02, "eval_accuracy": 0.8873654536135315, "eval_f1": 0.8873654536135316, "eval_loss": 0.2927275002002716, "eval_precision": 0.8873654536135315, "eval_recall": 0.8873654536135315, "eval_runtime": 83.3209, "eval_samples_per_second": 93.662, "eval_steps_per_second": 11.714, "step": 1100 }, { "epoch": 1.03, "learning_rate": 0.00014875231053604438, "loss": 0.1838, "step": 1110 }, { "epoch": 1.04, "learning_rate": 0.00014829020332717192, "loss": 0.2187, "step": 1120 }, { "epoch": 1.04, "learning_rate": 0.00014782809611829943, "loss": 0.1682, "step": 1130 }, { "epoch": 1.05, "learning_rate": 0.000147365988909427, "loss": 0.1609, "step": 1140 }, { "epoch": 1.06, "learning_rate": 0.00014690388170055454, "loss": 0.2879, "step": 1150 }, { "epoch": 1.07, "learning_rate": 0.00014644177449168208, "loss": 0.1388, "step": 1160 }, { "epoch": 1.08, "learning_rate": 0.00014597966728280962, "loss": 0.1733, "step": 1170 }, { "epoch": 1.09, "learning_rate": 0.00014551756007393716, "loss": 0.1821, "step": 1180 }, { "epoch": 1.1, "learning_rate": 0.0001450554528650647, "loss": 0.1493, "step": 1190 }, { "epoch": 1.11, "learning_rate": 0.00014459334565619224, "loss": 0.1571, "step": 1200 }, { "epoch": 1.11, "eval_accuracy": 0.8912096360840595, "eval_f1": 0.8912096360840595, "eval_loss": 0.2560170888900757, "eval_precision": 0.8912096360840595, "eval_recall": 0.8912096360840595, "eval_runtime": 84.2134, "eval_samples_per_second": 92.669, "eval_steps_per_second": 11.59, "step": 1200 }, { "epoch": 1.12, "learning_rate": 0.00014413123844731978, "loss": 0.2068, "step": 1210 }, { "epoch": 1.13, "learning_rate": 0.00014366913123844732, "loss": 0.1672, "step": 1220 }, { "epoch": 1.14, "learning_rate": 0.00014320702402957487, "loss": 0.1269, "step": 1230 }, { "epoch": 1.15, "learning_rate": 0.0001427449168207024, "loss": 0.0931, "step": 1240 }, { "epoch": 1.16, "learning_rate": 0.00014228280961182995, "loss": 0.1773, "step": 1250 }, { "epoch": 1.16, "learning_rate": 0.0001418207024029575, "loss": 0.1294, "step": 1260 }, { "epoch": 1.17, "learning_rate": 0.00014135859519408503, "loss": 0.1321, "step": 1270 }, { "epoch": 1.18, "learning_rate": 0.00014089648798521257, "loss": 0.1243, "step": 1280 }, { "epoch": 1.19, "learning_rate": 0.00014043438077634014, "loss": 0.1342, "step": 1290 }, { "epoch": 1.2, "learning_rate": 0.00013997227356746765, "loss": 0.1787, "step": 1300 }, { "epoch": 1.2, "eval_accuracy": 0.8789082521783701, "eval_f1": 0.8789082521783701, "eval_loss": 0.32453852891921997, "eval_precision": 0.8789082521783701, "eval_recall": 0.8789082521783701, "eval_runtime": 83.7885, "eval_samples_per_second": 93.139, "eval_steps_per_second": 11.648, "step": 1300 }, { "epoch": 1.21, "learning_rate": 0.0001395101663585952, "loss": 0.2326, "step": 1310 }, { "epoch": 1.22, "learning_rate": 0.00013904805914972273, "loss": 0.195, "step": 1320 }, { "epoch": 1.23, "learning_rate": 0.0001385859519408503, "loss": 0.0794, "step": 1330 }, { "epoch": 1.24, "learning_rate": 0.00013812384473197784, "loss": 0.1913, "step": 1340 }, { "epoch": 1.25, "learning_rate": 0.00013766173752310535, "loss": 0.0852, "step": 1350 }, { "epoch": 1.26, "learning_rate": 0.0001371996303142329, "loss": 0.1181, "step": 1360 }, { "epoch": 1.27, "learning_rate": 0.00013673752310536046, "loss": 0.1172, "step": 1370 }, { "epoch": 1.28, "learning_rate": 0.000136275415896488, "loss": 0.1908, "step": 1380 }, { "epoch": 1.28, "learning_rate": 0.00013581330868761552, "loss": 0.0785, "step": 1390 }, { "epoch": 1.29, "learning_rate": 0.00013535120147874308, "loss": 0.1757, "step": 1400 }, { "epoch": 1.29, "eval_accuracy": 0.8719887237314198, "eval_f1": 0.8719887237314198, "eval_loss": 0.3308282792568207, "eval_precision": 0.8719887237314198, "eval_recall": 0.8719887237314198, "eval_runtime": 84.0924, "eval_samples_per_second": 92.803, "eval_steps_per_second": 11.606, "step": 1400 }, { "epoch": 1.3, "learning_rate": 0.00013488909426987063, "loss": 0.1575, "step": 1410 }, { "epoch": 1.31, "learning_rate": 0.00013442698706099817, "loss": 0.135, "step": 1420 }, { "epoch": 1.32, "learning_rate": 0.00013396487985212568, "loss": 0.2077, "step": 1430 }, { "epoch": 1.33, "learning_rate": 0.00013350277264325325, "loss": 0.1352, "step": 1440 }, { "epoch": 1.34, "learning_rate": 0.0001330406654343808, "loss": 0.2521, "step": 1450 }, { "epoch": 1.35, "learning_rate": 0.00013257855822550833, "loss": 0.1678, "step": 1460 }, { "epoch": 1.36, "learning_rate": 0.00013211645101663584, "loss": 0.1433, "step": 1470 }, { "epoch": 1.37, "learning_rate": 0.0001316543438077634, "loss": 0.1419, "step": 1480 }, { "epoch": 1.38, "learning_rate": 0.00013119223659889095, "loss": 0.152, "step": 1490 }, { "epoch": 1.39, "learning_rate": 0.0001307301293900185, "loss": 0.1867, "step": 1500 }, { "epoch": 1.39, "eval_accuracy": 0.8876217324449001, "eval_f1": 0.8876217324449001, "eval_loss": 0.2715943157672882, "eval_precision": 0.8876217324449001, "eval_recall": 0.8876217324449001, "eval_runtime": 83.5575, "eval_samples_per_second": 93.397, "eval_steps_per_second": 11.681, "step": 1500 }, { "epoch": 1.4, "learning_rate": 0.00013026802218114603, "loss": 0.1407, "step": 1510 }, { "epoch": 1.4, "learning_rate": 0.00012980591497227357, "loss": 0.1583, "step": 1520 }, { "epoch": 1.41, "learning_rate": 0.00012934380776340111, "loss": 0.1489, "step": 1530 }, { "epoch": 1.42, "learning_rate": 0.00012888170055452866, "loss": 0.1227, "step": 1540 }, { "epoch": 1.43, "learning_rate": 0.0001284195933456562, "loss": 0.2175, "step": 1550 }, { "epoch": 1.44, "learning_rate": 0.00012795748613678374, "loss": 0.1076, "step": 1560 }, { "epoch": 1.45, "learning_rate": 0.00012749537892791128, "loss": 0.0623, "step": 1570 }, { "epoch": 1.46, "learning_rate": 0.00012703327171903882, "loss": 0.0974, "step": 1580 }, { "epoch": 1.47, "learning_rate": 0.00012657116451016639, "loss": 0.0827, "step": 1590 }, { "epoch": 1.48, "learning_rate": 0.0001261090573012939, "loss": 0.124, "step": 1600 }, { "epoch": 1.48, "eval_accuracy": 0.8744233726294208, "eval_f1": 0.8744233726294208, "eval_loss": 0.36631861329078674, "eval_precision": 0.8744233726294208, "eval_recall": 0.8744233726294208, "eval_runtime": 83.8843, "eval_samples_per_second": 93.033, "eval_steps_per_second": 11.635, "step": 1600 }, { "epoch": 1.49, "learning_rate": 0.00012564695009242144, "loss": 0.1379, "step": 1610 }, { "epoch": 1.5, "learning_rate": 0.00012518484288354898, "loss": 0.1139, "step": 1620 }, { "epoch": 1.51, "learning_rate": 0.00012472273567467655, "loss": 0.1972, "step": 1630 }, { "epoch": 1.52, "learning_rate": 0.00012426062846580406, "loss": 0.1286, "step": 1640 }, { "epoch": 1.52, "learning_rate": 0.0001237985212569316, "loss": 0.1683, "step": 1650 }, { "epoch": 1.53, "learning_rate": 0.00012333641404805914, "loss": 0.1258, "step": 1660 }, { "epoch": 1.54, "learning_rate": 0.0001228743068391867, "loss": 0.2343, "step": 1670 }, { "epoch": 1.55, "learning_rate": 0.00012241219963031423, "loss": 0.081, "step": 1680 }, { "epoch": 1.56, "learning_rate": 0.00012195009242144178, "loss": 0.1306, "step": 1690 }, { "epoch": 1.57, "learning_rate": 0.00012148798521256932, "loss": 0.082, "step": 1700 }, { "epoch": 1.57, "eval_accuracy": 0.9033828805740646, "eval_f1": 0.9033828805740646, "eval_loss": 0.27925997972488403, "eval_precision": 0.9033828805740646, "eval_recall": 0.9033828805740646, "eval_runtime": 83.9762, "eval_samples_per_second": 92.931, "eval_steps_per_second": 11.622, "step": 1700 }, { "epoch": 1.58, "learning_rate": 0.00012102587800369687, "loss": 0.0851, "step": 1710 }, { "epoch": 1.59, "learning_rate": 0.00012056377079482442, "loss": 0.1024, "step": 1720 }, { "epoch": 1.6, "learning_rate": 0.00012010166358595194, "loss": 0.1428, "step": 1730 }, { "epoch": 1.61, "learning_rate": 0.00011963955637707948, "loss": 0.1423, "step": 1740 }, { "epoch": 1.62, "learning_rate": 0.00011917744916820704, "loss": 0.1106, "step": 1750 }, { "epoch": 1.63, "learning_rate": 0.00011871534195933458, "loss": 0.2542, "step": 1760 }, { "epoch": 1.64, "learning_rate": 0.0001182532347504621, "loss": 0.1781, "step": 1770 }, { "epoch": 1.65, "learning_rate": 0.00011779112754158965, "loss": 0.1283, "step": 1780 }, { "epoch": 1.65, "learning_rate": 0.0001173290203327172, "loss": 0.1128, "step": 1790 }, { "epoch": 1.66, "learning_rate": 0.00011686691312384474, "loss": 0.1365, "step": 1800 }, { "epoch": 1.66, "eval_accuracy": 0.9077396207073296, "eval_f1": 0.9077396207073296, "eval_loss": 0.23988166451454163, "eval_precision": 0.9077396207073296, "eval_recall": 0.9077396207073296, "eval_runtime": 83.349, "eval_samples_per_second": 93.63, "eval_steps_per_second": 11.71, "step": 1800 }, { "epoch": 1.67, "learning_rate": 0.00011640480591497227, "loss": 0.103, "step": 1810 }, { "epoch": 1.68, "learning_rate": 0.00011594269870609982, "loss": 0.1121, "step": 1820 }, { "epoch": 1.69, "learning_rate": 0.00011548059149722736, "loss": 0.0994, "step": 1830 }, { "epoch": 1.7, "learning_rate": 0.0001150184842883549, "loss": 0.0895, "step": 1840 }, { "epoch": 1.71, "learning_rate": 0.00011455637707948243, "loss": 0.2364, "step": 1850 }, { "epoch": 1.72, "learning_rate": 0.00011409426987060999, "loss": 0.0949, "step": 1860 }, { "epoch": 1.73, "learning_rate": 0.00011363216266173753, "loss": 0.0659, "step": 1870 }, { "epoch": 1.74, "learning_rate": 0.00011317005545286508, "loss": 0.1123, "step": 1880 }, { "epoch": 1.75, "learning_rate": 0.00011270794824399262, "loss": 0.1497, "step": 1890 }, { "epoch": 1.76, "learning_rate": 0.00011224584103512015, "loss": 0.0998, "step": 1900 }, { "epoch": 1.76, "eval_accuracy": 0.8900563813429011, "eval_f1": 0.8900563813429011, "eval_loss": 0.33613133430480957, "eval_precision": 0.8900563813429011, "eval_recall": 0.8900563813429011, "eval_runtime": 84.1161, "eval_samples_per_second": 92.777, "eval_steps_per_second": 11.603, "step": 1900 }, { "epoch": 1.77, "learning_rate": 0.00011178373382624769, "loss": 0.1725, "step": 1910 }, { "epoch": 1.77, "learning_rate": 0.00011132162661737524, "loss": 0.1393, "step": 1920 }, { "epoch": 1.78, "learning_rate": 0.00011085951940850278, "loss": 0.1611, "step": 1930 }, { "epoch": 1.79, "learning_rate": 0.00011039741219963031, "loss": 0.0976, "step": 1940 }, { "epoch": 1.8, "learning_rate": 0.00010993530499075787, "loss": 0.1349, "step": 1950 }, { "epoch": 1.81, "learning_rate": 0.0001094731977818854, "loss": 0.0715, "step": 1960 }, { "epoch": 1.82, "learning_rate": 0.00010901109057301295, "loss": 0.0771, "step": 1970 }, { "epoch": 1.83, "learning_rate": 0.00010854898336414047, "loss": 0.1318, "step": 1980 }, { "epoch": 1.84, "learning_rate": 0.00010808687615526803, "loss": 0.0837, "step": 1990 }, { "epoch": 1.85, "learning_rate": 0.00010762476894639557, "loss": 0.0748, "step": 2000 }, { "epoch": 1.85, "eval_accuracy": 0.8959507944643772, "eval_f1": 0.8959507944643772, "eval_loss": 0.3239482045173645, "eval_precision": 0.8959507944643772, "eval_recall": 0.8959507944643772, "eval_runtime": 83.2562, "eval_samples_per_second": 93.735, "eval_steps_per_second": 11.723, "step": 2000 }, { "epoch": 1.86, "learning_rate": 0.00010716266173752312, "loss": 0.06, "step": 2010 }, { "epoch": 1.87, "learning_rate": 0.00010670055452865064, "loss": 0.1431, "step": 2020 }, { "epoch": 1.88, "learning_rate": 0.00010623844731977819, "loss": 0.0771, "step": 2030 }, { "epoch": 1.89, "learning_rate": 0.00010577634011090573, "loss": 0.095, "step": 2040 }, { "epoch": 1.89, "learning_rate": 0.00010531423290203329, "loss": 0.0845, "step": 2050 }, { "epoch": 1.9, "learning_rate": 0.00010485212569316081, "loss": 0.0701, "step": 2060 }, { "epoch": 1.91, "learning_rate": 0.00010439001848428835, "loss": 0.118, "step": 2070 }, { "epoch": 1.92, "learning_rate": 0.0001039279112754159, "loss": 0.1539, "step": 2080 }, { "epoch": 1.93, "learning_rate": 0.00010346580406654345, "loss": 0.1065, "step": 2090 }, { "epoch": 1.94, "learning_rate": 0.00010300369685767099, "loss": 0.1163, "step": 2100 }, { "epoch": 1.94, "eval_accuracy": 0.9201691440287032, "eval_f1": 0.9201691440287032, "eval_loss": 0.20915627479553223, "eval_precision": 0.9201691440287032, "eval_recall": 0.9201691440287032, "eval_runtime": 84.6818, "eval_samples_per_second": 92.157, "eval_steps_per_second": 11.526, "step": 2100 }, { "epoch": 1.95, "learning_rate": 0.00010254158964879852, "loss": 0.1373, "step": 2110 }, { "epoch": 1.96, "learning_rate": 0.00010207948243992607, "loss": 0.1621, "step": 2120 }, { "epoch": 1.97, "learning_rate": 0.00010161737523105361, "loss": 0.0703, "step": 2130 }, { "epoch": 1.98, "learning_rate": 0.00010115526802218117, "loss": 0.0391, "step": 2140 }, { "epoch": 1.99, "learning_rate": 0.00010069316081330868, "loss": 0.1049, "step": 2150 }, { "epoch": 2.0, "learning_rate": 0.00010023105360443623, "loss": 0.0779, "step": 2160 }, { "epoch": 2.01, "learning_rate": 9.976894639556378e-05, "loss": 0.0339, "step": 2170 }, { "epoch": 2.01, "learning_rate": 9.930683918669132e-05, "loss": 0.0697, "step": 2180 }, { "epoch": 2.02, "learning_rate": 9.884473197781886e-05, "loss": 0.0602, "step": 2190 }, { "epoch": 2.03, "learning_rate": 9.83826247689464e-05, "loss": 0.0604, "step": 2200 }, { "epoch": 2.03, "eval_accuracy": 0.9138903126601743, "eval_f1": 0.9138903126601743, "eval_loss": 0.305562824010849, "eval_precision": 0.9138903126601743, "eval_recall": 0.9138903126601743, "eval_runtime": 83.4162, "eval_samples_per_second": 93.555, "eval_steps_per_second": 11.7, "step": 2200 }, { "epoch": 2.04, "learning_rate": 9.792051756007394e-05, "loss": 0.0743, "step": 2210 }, { "epoch": 2.05, "learning_rate": 9.745841035120148e-05, "loss": 0.0233, "step": 2220 }, { "epoch": 2.06, "learning_rate": 9.699630314232902e-05, "loss": 0.0969, "step": 2230 }, { "epoch": 2.07, "learning_rate": 9.653419593345656e-05, "loss": 0.0558, "step": 2240 }, { "epoch": 2.08, "learning_rate": 9.607208872458411e-05, "loss": 0.0515, "step": 2250 }, { "epoch": 2.09, "learning_rate": 9.560998151571166e-05, "loss": 0.028, "step": 2260 }, { "epoch": 2.1, "learning_rate": 9.51478743068392e-05, "loss": 0.0946, "step": 2270 }, { "epoch": 2.11, "learning_rate": 9.468576709796674e-05, "loss": 0.0633, "step": 2280 }, { "epoch": 2.12, "learning_rate": 9.422365988909428e-05, "loss": 0.0892, "step": 2290 }, { "epoch": 2.13, "learning_rate": 9.376155268022182e-05, "loss": 0.0792, "step": 2300 }, { "epoch": 2.13, "eval_accuracy": 0.9070989236289082, "eval_f1": 0.9070989236289082, "eval_loss": 0.2880270481109619, "eval_precision": 0.9070989236289082, "eval_recall": 0.9070989236289082, "eval_runtime": 83.916, "eval_samples_per_second": 92.998, "eval_steps_per_second": 11.631, "step": 2300 }, { "epoch": 2.13, "learning_rate": 9.329944547134936e-05, "loss": 0.0367, "step": 2310 }, { "epoch": 2.14, "learning_rate": 9.28373382624769e-05, "loss": 0.013, "step": 2320 }, { "epoch": 2.15, "learning_rate": 9.237523105360444e-05, "loss": 0.0598, "step": 2330 }, { "epoch": 2.16, "learning_rate": 9.195933456561923e-05, "loss": 0.0785, "step": 2340 }, { "epoch": 2.17, "learning_rate": 9.149722735674677e-05, "loss": 0.023, "step": 2350 }, { "epoch": 2.18, "learning_rate": 9.103512014787431e-05, "loss": 0.0054, "step": 2360 }, { "epoch": 2.19, "learning_rate": 9.057301293900185e-05, "loss": 0.052, "step": 2370 }, { "epoch": 2.2, "learning_rate": 9.01109057301294e-05, "loss": 0.0869, "step": 2380 }, { "epoch": 2.21, "learning_rate": 8.964879852125694e-05, "loss": 0.0113, "step": 2390 }, { "epoch": 2.22, "learning_rate": 8.918669131238448e-05, "loss": 0.0749, "step": 2400 }, { "epoch": 2.22, "eval_accuracy": 0.906970784213224, "eval_f1": 0.9069707842132241, "eval_loss": 0.30151692032814026, "eval_precision": 0.906970784213224, "eval_recall": 0.906970784213224, "eval_runtime": 84.0279, "eval_samples_per_second": 92.874, "eval_steps_per_second": 11.615, "step": 2400 }, { "epoch": 2.23, "learning_rate": 8.872458410351202e-05, "loss": 0.0341, "step": 2410 }, { "epoch": 2.24, "learning_rate": 8.826247689463956e-05, "loss": 0.0512, "step": 2420 }, { "epoch": 2.25, "learning_rate": 8.78003696857671e-05, "loss": 0.0713, "step": 2430 }, { "epoch": 2.26, "learning_rate": 8.733826247689464e-05, "loss": 0.0573, "step": 2440 }, { "epoch": 2.26, "learning_rate": 8.687615526802218e-05, "loss": 0.0159, "step": 2450 }, { "epoch": 2.27, "learning_rate": 8.641404805914972e-05, "loss": 0.0637, "step": 2460 }, { "epoch": 2.28, "learning_rate": 8.595194085027726e-05, "loss": 0.0437, "step": 2470 }, { "epoch": 2.29, "learning_rate": 8.548983364140482e-05, "loss": 0.0237, "step": 2480 }, { "epoch": 2.3, "learning_rate": 8.502772643253236e-05, "loss": 0.0105, "step": 2490 }, { "epoch": 2.31, "learning_rate": 8.45656192236599e-05, "loss": 0.0032, "step": 2500 }, { "epoch": 2.31, "eval_accuracy": 0.9090210148641722, "eval_f1": 0.9090210148641721, "eval_loss": 0.36854496598243713, "eval_precision": 0.9090210148641722, "eval_recall": 0.9090210148641722, "eval_runtime": 84.1598, "eval_samples_per_second": 92.728, "eval_steps_per_second": 11.597, "step": 2500 }, { "epoch": 2.32, "learning_rate": 8.410351201478744e-05, "loss": 0.083, "step": 2510 }, { "epoch": 2.33, "learning_rate": 8.364140480591498e-05, "loss": 0.0377, "step": 2520 }, { "epoch": 2.34, "learning_rate": 8.317929759704252e-05, "loss": 0.0618, "step": 2530 }, { "epoch": 2.35, "learning_rate": 8.271719038817006e-05, "loss": 0.021, "step": 2540 }, { "epoch": 2.36, "learning_rate": 8.22550831792976e-05, "loss": 0.0177, "step": 2550 }, { "epoch": 2.37, "learning_rate": 8.179297597042514e-05, "loss": 0.0029, "step": 2560 }, { "epoch": 2.38, "learning_rate": 8.133086876155268e-05, "loss": 0.011, "step": 2570 }, { "epoch": 2.38, "learning_rate": 8.086876155268022e-05, "loss": 0.0613, "step": 2580 }, { "epoch": 2.39, "learning_rate": 8.040665434380776e-05, "loss": 0.0252, "step": 2590 }, { "epoch": 2.4, "learning_rate": 7.99445471349353e-05, "loss": 0.1038, "step": 2600 }, { "epoch": 2.4, "eval_accuracy": 0.907483341875961, "eval_f1": 0.907483341875961, "eval_loss": 0.35386165976524353, "eval_precision": 0.907483341875961, "eval_recall": 0.907483341875961, "eval_runtime": 84.079, "eval_samples_per_second": 92.818, "eval_steps_per_second": 11.608, "step": 2600 }, { "epoch": 2.41, "learning_rate": 7.948243992606285e-05, "loss": 0.0483, "step": 2610 }, { "epoch": 2.42, "learning_rate": 7.902033271719039e-05, "loss": 0.0767, "step": 2620 }, { "epoch": 2.43, "learning_rate": 7.855822550831793e-05, "loss": 0.0037, "step": 2630 }, { "epoch": 2.44, "learning_rate": 7.809611829944548e-05, "loss": 0.0589, "step": 2640 }, { "epoch": 2.45, "learning_rate": 7.763401109057301e-05, "loss": 0.0144, "step": 2650 }, { "epoch": 2.46, "learning_rate": 7.717190388170056e-05, "loss": 0.0331, "step": 2660 }, { "epoch": 2.47, "learning_rate": 7.67097966728281e-05, "loss": 0.0436, "step": 2670 }, { "epoch": 2.48, "learning_rate": 7.624768946395564e-05, "loss": 0.0498, "step": 2680 }, { "epoch": 2.49, "learning_rate": 7.578558225508319e-05, "loss": 0.0932, "step": 2690 }, { "epoch": 2.5, "learning_rate": 7.532347504621073e-05, "loss": 0.0474, "step": 2700 }, { "epoch": 2.5, "eval_accuracy": 0.9151717068170169, "eval_f1": 0.9151717068170169, "eval_loss": 0.3220309615135193, "eval_precision": 0.9151717068170169, "eval_recall": 0.9151717068170169, "eval_runtime": 85.2146, "eval_samples_per_second": 91.581, "eval_steps_per_second": 11.453, "step": 2700 }, { "epoch": 2.5, "learning_rate": 7.486136783733827e-05, "loss": 0.1098, "step": 2710 }, { "epoch": 2.51, "learning_rate": 7.439926062846581e-05, "loss": 0.0917, "step": 2720 }, { "epoch": 2.52, "learning_rate": 7.393715341959335e-05, "loss": 0.0154, "step": 2730 }, { "epoch": 2.53, "learning_rate": 7.347504621072089e-05, "loss": 0.0568, "step": 2740 }, { "epoch": 2.54, "learning_rate": 7.301293900184843e-05, "loss": 0.0462, "step": 2750 }, { "epoch": 2.55, "learning_rate": 7.255083179297597e-05, "loss": 0.0224, "step": 2760 }, { "epoch": 2.56, "learning_rate": 7.208872458410351e-05, "loss": 0.0381, "step": 2770 }, { "epoch": 2.57, "learning_rate": 7.162661737523105e-05, "loss": 0.018, "step": 2780 }, { "epoch": 2.58, "learning_rate": 7.11645101663586e-05, "loss": 0.082, "step": 2790 }, { "epoch": 2.59, "learning_rate": 7.070240295748613e-05, "loss": 0.0376, "step": 2800 }, { "epoch": 2.59, "eval_accuracy": 0.9202972834443875, "eval_f1": 0.9202972834443875, "eval_loss": 0.2925526201725006, "eval_precision": 0.9202972834443875, "eval_recall": 0.9202972834443875, "eval_runtime": 83.7261, "eval_samples_per_second": 93.209, "eval_steps_per_second": 11.657, "step": 2800 }, { "epoch": 2.6, "learning_rate": 7.024029574861369e-05, "loss": 0.0078, "step": 2810 }, { "epoch": 2.61, "learning_rate": 6.977818853974121e-05, "loss": 0.0187, "step": 2820 }, { "epoch": 2.62, "learning_rate": 6.931608133086877e-05, "loss": 0.0055, "step": 2830 }, { "epoch": 2.62, "learning_rate": 6.885397412199631e-05, "loss": 0.0381, "step": 2840 }, { "epoch": 2.63, "learning_rate": 6.839186691312385e-05, "loss": 0.0197, "step": 2850 }, { "epoch": 2.64, "learning_rate": 6.792975970425139e-05, "loss": 0.0816, "step": 2860 }, { "epoch": 2.65, "learning_rate": 6.746765249537893e-05, "loss": 0.0145, "step": 2870 }, { "epoch": 2.66, "learning_rate": 6.700554528650647e-05, "loss": 0.0121, "step": 2880 }, { "epoch": 2.67, "learning_rate": 6.654343807763401e-05, "loss": 0.0478, "step": 2890 }, { "epoch": 2.68, "learning_rate": 6.608133086876155e-05, "loss": 0.0424, "step": 2900 }, { "epoch": 2.68, "eval_accuracy": 0.9064582265504869, "eval_f1": 0.9064582265504869, "eval_loss": 0.34626173973083496, "eval_precision": 0.9064582265504869, "eval_recall": 0.9064582265504869, "eval_runtime": 83.4217, "eval_samples_per_second": 93.549, "eval_steps_per_second": 11.7, "step": 2900 }, { "epoch": 2.69, "learning_rate": 6.56192236598891e-05, "loss": 0.1154, "step": 2910 }, { "epoch": 2.7, "learning_rate": 6.515711645101664e-05, "loss": 0.076, "step": 2920 }, { "epoch": 2.71, "learning_rate": 6.469500924214418e-05, "loss": 0.0109, "step": 2930 }, { "epoch": 2.72, "learning_rate": 6.423290203327173e-05, "loss": 0.0501, "step": 2940 }, { "epoch": 2.73, "learning_rate": 6.377079482439926e-05, "loss": 0.0127, "step": 2950 }, { "epoch": 2.74, "learning_rate": 6.330868761552681e-05, "loss": 0.0428, "step": 2960 }, { "epoch": 2.74, "learning_rate": 6.284658040665434e-05, "loss": 0.0197, "step": 2970 }, { "epoch": 2.75, "learning_rate": 6.23844731977819e-05, "loss": 0.0333, "step": 2980 }, { "epoch": 2.76, "learning_rate": 6.192236598890942e-05, "loss": 0.0077, "step": 2990 }, { "epoch": 2.77, "learning_rate": 6.146025878003697e-05, "loss": 0.0408, "step": 3000 }, { "epoch": 2.77, "eval_accuracy": 0.9263198359815479, "eval_f1": 0.9263198359815479, "eval_loss": 0.27719464898109436, "eval_precision": 0.9263198359815479, "eval_recall": 0.9263198359815479, "eval_runtime": 83.7232, "eval_samples_per_second": 93.212, "eval_steps_per_second": 11.657, "step": 3000 }, { "epoch": 2.78, "learning_rate": 6.099815157116451e-05, "loss": 0.0501, "step": 3010 }, { "epoch": 2.79, "learning_rate": 6.0536044362292056e-05, "loss": 0.0073, "step": 3020 }, { "epoch": 2.8, "learning_rate": 6.0073937153419604e-05, "loss": 0.0268, "step": 3030 }, { "epoch": 2.81, "learning_rate": 5.961182994454714e-05, "loss": 0.0326, "step": 3040 }, { "epoch": 2.82, "learning_rate": 5.9149722735674685e-05, "loss": 0.0356, "step": 3050 }, { "epoch": 2.83, "learning_rate": 5.868761552680222e-05, "loss": 0.0098, "step": 3060 }, { "epoch": 2.84, "learning_rate": 5.8225508317929767e-05, "loss": 0.0115, "step": 3070 }, { "epoch": 2.85, "learning_rate": 5.77634011090573e-05, "loss": 0.0103, "step": 3080 }, { "epoch": 2.86, "learning_rate": 5.730129390018485e-05, "loss": 0.0218, "step": 3090 }, { "epoch": 2.87, "learning_rate": 5.683918669131238e-05, "loss": 0.0467, "step": 3100 }, { "epoch": 2.87, "eval_accuracy": 0.9227319323423885, "eval_f1": 0.9227319323423884, "eval_loss": 0.29630914330482483, "eval_precision": 0.9227319323423885, "eval_recall": 0.9227319323423885, "eval_runtime": 84.2619, "eval_samples_per_second": 92.616, "eval_steps_per_second": 11.583, "step": 3100 }, { "epoch": 2.87, "learning_rate": 5.637707948243993e-05, "loss": 0.0856, "step": 3110 }, { "epoch": 2.88, "learning_rate": 5.591497227356747e-05, "loss": 0.059, "step": 3120 }, { "epoch": 2.89, "learning_rate": 5.545286506469501e-05, "loss": 0.0591, "step": 3130 }, { "epoch": 2.9, "learning_rate": 5.499075785582255e-05, "loss": 0.0318, "step": 3140 }, { "epoch": 2.91, "learning_rate": 5.45286506469501e-05, "loss": 0.0486, "step": 3150 }, { "epoch": 2.92, "learning_rate": 5.406654343807763e-05, "loss": 0.0297, "step": 3160 }, { "epoch": 2.93, "learning_rate": 5.360443622920518e-05, "loss": 0.0073, "step": 3170 }, { "epoch": 2.94, "learning_rate": 5.3142329020332715e-05, "loss": 0.0165, "step": 3180 }, { "epoch": 2.95, "learning_rate": 5.268022181146026e-05, "loss": 0.0465, "step": 3190 }, { "epoch": 2.96, "learning_rate": 5.2218114602587796e-05, "loss": 0.0083, "step": 3200 }, { "epoch": 2.96, "eval_accuracy": 0.9202972834443875, "eval_f1": 0.9202972834443875, "eval_loss": 0.2971321642398834, "eval_precision": 0.9202972834443875, "eval_recall": 0.9202972834443875, "eval_runtime": 84.4051, "eval_samples_per_second": 92.459, "eval_steps_per_second": 11.563, "step": 3200 }, { "epoch": 2.97, "learning_rate": 5.1756007393715344e-05, "loss": 0.0372, "step": 3210 }, { "epoch": 2.98, "learning_rate": 5.129390018484289e-05, "loss": 0.0277, "step": 3220 }, { "epoch": 2.99, "learning_rate": 5.0831792975970425e-05, "loss": 0.0114, "step": 3230 }, { "epoch": 2.99, "learning_rate": 5.036968576709797e-05, "loss": 0.0349, "step": 3240 }, { "epoch": 3.0, "learning_rate": 4.9907578558225506e-05, "loss": 0.0073, "step": 3250 }, { "epoch": 3.01, "learning_rate": 4.9445471349353054e-05, "loss": 0.0186, "step": 3260 }, { "epoch": 3.02, "learning_rate": 4.8983364140480595e-05, "loss": 0.0026, "step": 3270 }, { "epoch": 3.03, "learning_rate": 4.8521256931608135e-05, "loss": 0.0018, "step": 3280 }, { "epoch": 3.04, "learning_rate": 4.8059149722735676e-05, "loss": 0.0057, "step": 3290 }, { "epoch": 3.05, "learning_rate": 4.759704251386322e-05, "loss": 0.0165, "step": 3300 }, { "epoch": 3.05, "eval_accuracy": 0.9256791389031266, "eval_f1": 0.9256791389031266, "eval_loss": 0.31615641713142395, "eval_precision": 0.9256791389031266, "eval_recall": 0.9256791389031266, "eval_runtime": 83.9772, "eval_samples_per_second": 92.93, "eval_steps_per_second": 11.622, "step": 3300 }, { "epoch": 3.06, "learning_rate": 4.7134935304990764e-05, "loss": 0.0016, "step": 3310 }, { "epoch": 3.07, "learning_rate": 4.6672828096118305e-05, "loss": 0.0016, "step": 3320 }, { "epoch": 3.08, "learning_rate": 4.6210720887245846e-05, "loss": 0.003, "step": 3330 }, { "epoch": 3.09, "learning_rate": 4.5748613678373387e-05, "loss": 0.0017, "step": 3340 }, { "epoch": 3.1, "learning_rate": 4.528650646950093e-05, "loss": 0.0117, "step": 3350 }, { "epoch": 3.11, "learning_rate": 4.482439926062847e-05, "loss": 0.0061, "step": 3360 }, { "epoch": 3.11, "learning_rate": 4.436229205175601e-05, "loss": 0.0011, "step": 3370 }, { "epoch": 3.12, "learning_rate": 4.390018484288355e-05, "loss": 0.0013, "step": 3380 }, { "epoch": 3.13, "learning_rate": 4.343807763401109e-05, "loss": 0.002, "step": 3390 }, { "epoch": 3.14, "learning_rate": 4.297597042513863e-05, "loss": 0.0023, "step": 3400 }, { "epoch": 3.14, "eval_accuracy": 0.9267042542286007, "eval_f1": 0.9267042542286007, "eval_loss": 0.31474342942237854, "eval_precision": 0.9267042542286007, "eval_recall": 0.9267042542286007, "eval_runtime": 84.0653, "eval_samples_per_second": 92.833, "eval_steps_per_second": 11.61, "step": 3400 }, { "epoch": 3.15, "learning_rate": 4.251386321626618e-05, "loss": 0.0011, "step": 3410 }, { "epoch": 3.16, "learning_rate": 4.205175600739372e-05, "loss": 0.001, "step": 3420 }, { "epoch": 3.17, "learning_rate": 4.158964879852126e-05, "loss": 0.0023, "step": 3430 }, { "epoch": 3.18, "learning_rate": 4.11275415896488e-05, "loss": 0.0009, "step": 3440 }, { "epoch": 3.19, "learning_rate": 4.066543438077634e-05, "loss": 0.0009, "step": 3450 }, { "epoch": 3.2, "learning_rate": 4.020332717190388e-05, "loss": 0.0013, "step": 3460 }, { "epoch": 3.21, "learning_rate": 3.974121996303142e-05, "loss": 0.0012, "step": 3470 }, { "epoch": 3.22, "learning_rate": 3.9279112754158964e-05, "loss": 0.0305, "step": 3480 }, { "epoch": 3.23, "learning_rate": 3.8817005545286504e-05, "loss": 0.0088, "step": 3490 }, { "epoch": 3.23, "learning_rate": 3.835489833641405e-05, "loss": 0.0009, "step": 3500 }, { "epoch": 3.23, "eval_accuracy": 0.9265761148129165, "eval_f1": 0.9265761148129165, "eval_loss": 0.3432656526565552, "eval_precision": 0.9265761148129165, "eval_recall": 0.9265761148129165, "eval_runtime": 84.6037, "eval_samples_per_second": 92.242, "eval_steps_per_second": 11.536, "step": 3500 }, { "epoch": 3.24, "learning_rate": 3.789279112754159e-05, "loss": 0.0057, "step": 3510 }, { "epoch": 3.25, "learning_rate": 3.743068391866913e-05, "loss": 0.001, "step": 3520 }, { "epoch": 3.26, "learning_rate": 3.6968576709796674e-05, "loss": 0.0011, "step": 3530 }, { "epoch": 3.27, "learning_rate": 3.6506469500924215e-05, "loss": 0.0008, "step": 3540 }, { "epoch": 3.28, "learning_rate": 3.6044362292051755e-05, "loss": 0.0194, "step": 3550 }, { "epoch": 3.29, "learning_rate": 3.55822550831793e-05, "loss": 0.0018, "step": 3560 }, { "epoch": 3.3, "learning_rate": 3.5120147874306844e-05, "loss": 0.0009, "step": 3570 }, { "epoch": 3.31, "learning_rate": 3.4658040665434384e-05, "loss": 0.0069, "step": 3580 }, { "epoch": 3.32, "learning_rate": 3.4195933456561925e-05, "loss": 0.0013, "step": 3590 }, { "epoch": 3.33, "learning_rate": 3.3733826247689466e-05, "loss": 0.0007, "step": 3600 }, { "epoch": 3.33, "eval_accuracy": 0.93118913377755, "eval_f1": 0.93118913377755, "eval_loss": 0.32155078649520874, "eval_precision": 0.93118913377755, "eval_recall": 0.93118913377755, "eval_runtime": 83.5468, "eval_samples_per_second": 93.409, "eval_steps_per_second": 11.682, "step": 3600 }, { "epoch": 3.34, "learning_rate": 3.3271719038817007e-05, "loss": 0.0123, "step": 3610 }, { "epoch": 3.35, "learning_rate": 3.280961182994455e-05, "loss": 0.0012, "step": 3620 }, { "epoch": 3.35, "learning_rate": 3.234750462107209e-05, "loss": 0.0155, "step": 3630 }, { "epoch": 3.36, "learning_rate": 3.188539741219963e-05, "loss": 0.0168, "step": 3640 }, { "epoch": 3.37, "learning_rate": 3.142329020332717e-05, "loss": 0.0007, "step": 3650 }, { "epoch": 3.38, "learning_rate": 3.096118299445471e-05, "loss": 0.0007, "step": 3660 }, { "epoch": 3.39, "learning_rate": 3.0499075785582254e-05, "loss": 0.0007, "step": 3670 }, { "epoch": 3.4, "learning_rate": 3.0036968576709802e-05, "loss": 0.0007, "step": 3680 }, { "epoch": 3.41, "learning_rate": 2.9574861367837343e-05, "loss": 0.0015, "step": 3690 }, { "epoch": 3.42, "learning_rate": 2.9112754158964883e-05, "loss": 0.0011, "step": 3700 }, { "epoch": 3.42, "eval_accuracy": 0.9346488980010251, "eval_f1": 0.9346488980010251, "eval_loss": 0.32093849778175354, "eval_precision": 0.9346488980010251, "eval_recall": 0.9346488980010251, "eval_runtime": 84.7259, "eval_samples_per_second": 92.109, "eval_steps_per_second": 11.52, "step": 3700 }, { "epoch": 3.43, "learning_rate": 2.8650646950092424e-05, "loss": 0.0008, "step": 3710 }, { "epoch": 3.44, "learning_rate": 2.8188539741219965e-05, "loss": 0.0009, "step": 3720 }, { "epoch": 3.45, "learning_rate": 2.7726432532347505e-05, "loss": 0.0006, "step": 3730 }, { "epoch": 3.46, "learning_rate": 2.726432532347505e-05, "loss": 0.0006, "step": 3740 }, { "epoch": 3.47, "learning_rate": 2.680221811460259e-05, "loss": 0.0008, "step": 3750 }, { "epoch": 3.48, "learning_rate": 2.634011090573013e-05, "loss": 0.0013, "step": 3760 }, { "epoch": 3.48, "learning_rate": 2.5878003696857672e-05, "loss": 0.0396, "step": 3770 }, { "epoch": 3.49, "learning_rate": 2.5415896487985213e-05, "loss": 0.0048, "step": 3780 }, { "epoch": 3.5, "learning_rate": 2.4953789279112753e-05, "loss": 0.0017, "step": 3790 }, { "epoch": 3.51, "learning_rate": 2.4491682070240297e-05, "loss": 0.0029, "step": 3800 }, { "epoch": 3.51, "eval_accuracy": 0.9324705279343927, "eval_f1": 0.9324705279343927, "eval_loss": 0.32358312606811523, "eval_precision": 0.9324705279343927, "eval_recall": 0.9324705279343927, "eval_runtime": 83.628, "eval_samples_per_second": 93.318, "eval_steps_per_second": 11.671, "step": 3800 }, { "epoch": 3.52, "learning_rate": 2.4029574861367838e-05, "loss": 0.0013, "step": 3810 }, { "epoch": 3.53, "learning_rate": 2.3567467652495382e-05, "loss": 0.0336, "step": 3820 }, { "epoch": 3.54, "learning_rate": 2.3105360443622923e-05, "loss": 0.0011, "step": 3830 }, { "epoch": 3.55, "learning_rate": 2.2643253234750464e-05, "loss": 0.0008, "step": 3840 }, { "epoch": 3.56, "learning_rate": 2.2181146025878004e-05, "loss": 0.0007, "step": 3850 }, { "epoch": 3.57, "learning_rate": 2.1719038817005545e-05, "loss": 0.0009, "step": 3860 }, { "epoch": 3.58, "learning_rate": 2.125693160813309e-05, "loss": 0.0007, "step": 3870 }, { "epoch": 3.59, "learning_rate": 2.079482439926063e-05, "loss": 0.0008, "step": 3880 }, { "epoch": 3.6, "learning_rate": 2.033271719038817e-05, "loss": 0.0006, "step": 3890 }, { "epoch": 3.6, "learning_rate": 1.987060998151571e-05, "loss": 0.0011, "step": 3900 }, { "epoch": 3.6, "eval_accuracy": 0.9301640184520759, "eval_f1": 0.9301640184520759, "eval_loss": 0.3297111690044403, "eval_precision": 0.9301640184520759, "eval_recall": 0.9301640184520759, "eval_runtime": 83.3236, "eval_samples_per_second": 93.659, "eval_steps_per_second": 11.713, "step": 3900 }, { "epoch": 3.61, "learning_rate": 1.9408502772643252e-05, "loss": 0.0369, "step": 3910 }, { "epoch": 3.62, "learning_rate": 1.8946395563770796e-05, "loss": 0.0007, "step": 3920 }, { "epoch": 3.63, "learning_rate": 1.8484288354898337e-05, "loss": 0.001, "step": 3930 }, { "epoch": 3.64, "learning_rate": 1.8022181146025878e-05, "loss": 0.0076, "step": 3940 }, { "epoch": 3.65, "learning_rate": 1.7560073937153422e-05, "loss": 0.0084, "step": 3950 }, { "epoch": 3.66, "learning_rate": 1.7097966728280963e-05, "loss": 0.0019, "step": 3960 }, { "epoch": 3.67, "learning_rate": 1.6635859519408503e-05, "loss": 0.0076, "step": 3970 }, { "epoch": 3.68, "learning_rate": 1.6173752310536044e-05, "loss": 0.0006, "step": 3980 }, { "epoch": 3.69, "learning_rate": 1.5711645101663585e-05, "loss": 0.0008, "step": 3990 }, { "epoch": 3.7, "learning_rate": 1.5249537892791127e-05, "loss": 0.0225, "step": 4000 }, { "epoch": 3.7, "eval_accuracy": 0.9323423885187083, "eval_f1": 0.9323423885187083, "eval_loss": 0.32631945610046387, "eval_precision": 0.9323423885187083, "eval_recall": 0.9323423885187083, "eval_runtime": 83.4276, "eval_samples_per_second": 93.542, "eval_steps_per_second": 11.699, "step": 4000 }, { "epoch": 3.71, "learning_rate": 1.4787430683918671e-05, "loss": 0.0008, "step": 4010 }, { "epoch": 3.72, "learning_rate": 1.4325323475046212e-05, "loss": 0.0043, "step": 4020 }, { "epoch": 3.72, "learning_rate": 1.3863216266173753e-05, "loss": 0.0011, "step": 4030 }, { "epoch": 3.73, "learning_rate": 1.3401109057301295e-05, "loss": 0.0029, "step": 4040 }, { "epoch": 3.74, "learning_rate": 1.2939001848428836e-05, "loss": 0.0171, "step": 4050 }, { "epoch": 3.75, "learning_rate": 1.2476894639556377e-05, "loss": 0.0008, "step": 4060 }, { "epoch": 3.76, "learning_rate": 1.2014787430683919e-05, "loss": 0.0007, "step": 4070 }, { "epoch": 3.77, "learning_rate": 1.1552680221811461e-05, "loss": 0.0051, "step": 4080 }, { "epoch": 3.78, "learning_rate": 1.1090573012939002e-05, "loss": 0.0016, "step": 4090 }, { "epoch": 3.79, "learning_rate": 1.0628465804066545e-05, "loss": 0.0008, "step": 4100 }, { "epoch": 3.79, "eval_accuracy": 0.9310609943618657, "eval_f1": 0.9310609943618657, "eval_loss": 0.3351826071739197, "eval_precision": 0.9310609943618657, "eval_recall": 0.9310609943618657, "eval_runtime": 83.7082, "eval_samples_per_second": 93.229, "eval_steps_per_second": 11.66, "step": 4100 }, { "epoch": 3.8, "learning_rate": 1.0166358595194085e-05, "loss": 0.0095, "step": 4110 }, { "epoch": 3.81, "learning_rate": 9.704251386321626e-06, "loss": 0.0007, "step": 4120 }, { "epoch": 3.82, "learning_rate": 9.242144177449168e-06, "loss": 0.0008, "step": 4130 }, { "epoch": 3.83, "learning_rate": 8.780036968576711e-06, "loss": 0.0006, "step": 4140 }, { "epoch": 3.84, "learning_rate": 8.317929759704252e-06, "loss": 0.0006, "step": 4150 }, { "epoch": 3.84, "learning_rate": 7.855822550831792e-06, "loss": 0.0075, "step": 4160 }, { "epoch": 3.85, "learning_rate": 7.393715341959336e-06, "loss": 0.0011, "step": 4170 }, { "epoch": 3.86, "learning_rate": 6.931608133086876e-06, "loss": 0.0009, "step": 4180 }, { "epoch": 3.87, "learning_rate": 6.469500924214418e-06, "loss": 0.0346, "step": 4190 }, { "epoch": 3.88, "learning_rate": 6.0073937153419595e-06, "loss": 0.0391, "step": 4200 }, { "epoch": 3.88, "eval_accuracy": 0.9282419272168119, "eval_f1": 0.9282419272168119, "eval_loss": 0.33426162600517273, "eval_precision": 0.9282419272168119, "eval_recall": 0.9282419272168119, "eval_runtime": 83.2302, "eval_samples_per_second": 93.764, "eval_steps_per_second": 11.727, "step": 4200 }, { "epoch": 3.89, "learning_rate": 5.545286506469501e-06, "loss": 0.0023, "step": 4210 }, { "epoch": 3.9, "learning_rate": 5.083179297597043e-06, "loss": 0.0011, "step": 4220 }, { "epoch": 3.91, "learning_rate": 4.621072088724584e-06, "loss": 0.0007, "step": 4230 }, { "epoch": 3.92, "learning_rate": 4.158964879852126e-06, "loss": 0.0016, "step": 4240 }, { "epoch": 3.93, "learning_rate": 3.696857670979668e-06, "loss": 0.0009, "step": 4250 }, { "epoch": 3.94, "learning_rate": 3.234750462107209e-06, "loss": 0.0007, "step": 4260 }, { "epoch": 3.95, "learning_rate": 2.7726432532347505e-06, "loss": 0.0009, "step": 4270 }, { "epoch": 3.96, "learning_rate": 2.310536044362292e-06, "loss": 0.0007, "step": 4280 }, { "epoch": 3.96, "learning_rate": 1.848428835489834e-06, "loss": 0.0011, "step": 4290 }, { "epoch": 3.97, "learning_rate": 1.3863216266173753e-06, "loss": 0.0019, "step": 4300 }, { "epoch": 3.97, "eval_accuracy": 0.9279856483854434, "eval_f1": 0.9279856483854434, "eval_loss": 0.3318524956703186, "eval_precision": 0.9279856483854434, "eval_recall": 0.9279856483854434, "eval_runtime": 83.5291, "eval_samples_per_second": 93.429, "eval_steps_per_second": 11.685, "step": 4300 }, { "epoch": 3.98, "learning_rate": 9.24214417744917e-07, "loss": 0.0012, "step": 4310 }, { "epoch": 3.99, "learning_rate": 4.621072088724585e-07, "loss": 0.0021, "step": 4320 }, { "epoch": 4.0, "step": 4328, "total_flos": 1.9098706401253786e+19, "train_loss": 0.11752553500730868, "train_runtime": 6124.0144, "train_samples_per_second": 11.302, "train_steps_per_second": 0.707 } ], "max_steps": 4328, "num_train_epochs": 4, "total_flos": 1.9098706401253786e+19, "trial_name": null, "trial_params": null }