{ "best_metric": 0.9844444444444445, "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-2277", "epoch": 3.0, "global_step": 2277, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 2.1929824561403507e-06, "loss": 2.3182, "step": 10 }, { "epoch": 0.03, "learning_rate": 4.3859649122807014e-06, "loss": 2.3088, "step": 20 }, { "epoch": 0.04, "learning_rate": 6.578947368421053e-06, "loss": 2.2658, "step": 30 }, { "epoch": 0.05, "learning_rate": 8.771929824561403e-06, "loss": 2.1543, "step": 40 }, { "epoch": 0.07, "learning_rate": 1.0964912280701754e-05, "loss": 2.2097, "step": 50 }, { "epoch": 0.08, "learning_rate": 1.3157894736842106e-05, "loss": 2.1236, "step": 60 }, { "epoch": 0.09, "learning_rate": 1.5350877192982457e-05, "loss": 1.9738, "step": 70 }, { "epoch": 0.11, "learning_rate": 1.7543859649122806e-05, "loss": 1.8933, "step": 80 }, { "epoch": 0.12, "learning_rate": 1.9736842105263158e-05, "loss": 1.7186, "step": 90 }, { "epoch": 0.13, "learning_rate": 2.1929824561403507e-05, "loss": 1.7101, "step": 100 }, { "epoch": 0.14, "learning_rate": 2.412280701754386e-05, "loss": 1.7188, "step": 110 }, { "epoch": 0.16, "learning_rate": 2.6315789473684212e-05, "loss": 1.0406, "step": 120 }, { "epoch": 0.17, "learning_rate": 2.850877192982456e-05, "loss": 1.1604, "step": 130 }, { "epoch": 0.18, "learning_rate": 3.0701754385964913e-05, "loss": 1.1226, "step": 140 }, { "epoch": 0.2, "learning_rate": 3.289473684210527e-05, "loss": 1.0185, "step": 150 }, { "epoch": 0.21, "learning_rate": 3.508771929824561e-05, "loss": 1.0203, "step": 160 }, { "epoch": 0.22, "learning_rate": 3.728070175438597e-05, "loss": 0.5058, "step": 170 }, { "epoch": 0.24, "learning_rate": 3.9473684210526316e-05, "loss": 0.7132, "step": 180 }, { "epoch": 0.25, "learning_rate": 4.166666666666667e-05, "loss": 0.7988, "step": 190 }, { "epoch": 0.26, "learning_rate": 4.3859649122807014e-05, "loss": 0.5992, "step": 200 }, { "epoch": 0.28, "learning_rate": 4.605263157894737e-05, "loss": 0.7898, "step": 210 }, { "epoch": 0.29, "learning_rate": 4.824561403508772e-05, "loss": 0.6248, "step": 220 }, { "epoch": 0.3, "learning_rate": 4.9951195705222064e-05, "loss": 0.6488, "step": 230 }, { "epoch": 0.32, "learning_rate": 4.970717423133236e-05, "loss": 0.6448, "step": 240 }, { "epoch": 0.33, "learning_rate": 4.946315275744266e-05, "loss": 0.6157, "step": 250 }, { "epoch": 0.34, "learning_rate": 4.9219131283552955e-05, "loss": 0.636, "step": 260 }, { "epoch": 0.36, "learning_rate": 4.897510980966325e-05, "loss": 0.6592, "step": 270 }, { "epoch": 0.37, "learning_rate": 4.873108833577355e-05, "loss": 0.6987, "step": 280 }, { "epoch": 0.38, "learning_rate": 4.848706686188385e-05, "loss": 0.5183, "step": 290 }, { "epoch": 0.4, "learning_rate": 4.824304538799414e-05, "loss": 0.2226, "step": 300 }, { "epoch": 0.41, "learning_rate": 4.799902391410445e-05, "loss": 1.0035, "step": 310 }, { "epoch": 0.42, "learning_rate": 4.7755002440214744e-05, "loss": 0.2608, "step": 320 }, { "epoch": 0.43, "learning_rate": 4.751098096632504e-05, "loss": 0.2487, "step": 330 }, { "epoch": 0.45, "learning_rate": 4.726695949243534e-05, "loss": 0.5035, "step": 340 }, { "epoch": 0.46, "learning_rate": 4.7022938018545635e-05, "loss": 0.6245, "step": 350 }, { "epoch": 0.47, "learning_rate": 4.677891654465593e-05, "loss": 0.2621, "step": 360 }, { "epoch": 0.49, "learning_rate": 4.6534895070766235e-05, "loss": 0.2333, "step": 370 }, { "epoch": 0.5, "learning_rate": 4.6290873596876525e-05, "loss": 0.1616, "step": 380 }, { "epoch": 0.51, "learning_rate": 4.604685212298683e-05, "loss": 0.2174, "step": 390 }, { "epoch": 0.53, "learning_rate": 4.580283064909712e-05, "loss": 0.5526, "step": 400 }, { "epoch": 0.54, "learning_rate": 4.555880917520742e-05, "loss": 0.2229, "step": 410 }, { "epoch": 0.55, "learning_rate": 4.531478770131772e-05, "loss": 0.1677, "step": 420 }, { "epoch": 0.57, "learning_rate": 4.507076622742802e-05, "loss": 0.14, "step": 430 }, { "epoch": 0.58, "learning_rate": 4.4826744753538314e-05, "loss": 0.1421, "step": 440 }, { "epoch": 0.59, "learning_rate": 4.458272327964861e-05, "loss": 0.1422, "step": 450 }, { "epoch": 0.61, "learning_rate": 4.433870180575891e-05, "loss": 0.1693, "step": 460 }, { "epoch": 0.62, "learning_rate": 4.409468033186921e-05, "loss": 0.1312, "step": 470 }, { "epoch": 0.63, "learning_rate": 4.38506588579795e-05, "loss": 0.5159, "step": 480 }, { "epoch": 0.65, "learning_rate": 4.3606637384089805e-05, "loss": 0.1083, "step": 490 }, { "epoch": 0.66, "learning_rate": 4.33626159102001e-05, "loss": 0.5269, "step": 500 }, { "epoch": 0.67, "learning_rate": 4.31185944363104e-05, "loss": 0.1268, "step": 510 }, { "epoch": 0.69, "learning_rate": 4.2874572962420696e-05, "loss": 0.0972, "step": 520 }, { "epoch": 0.7, "learning_rate": 4.263055148853099e-05, "loss": 0.104, "step": 530 }, { "epoch": 0.71, "learning_rate": 4.238653001464129e-05, "loss": 0.3534, "step": 540 }, { "epoch": 0.72, "learning_rate": 4.2142508540751594e-05, "loss": 0.1813, "step": 550 }, { "epoch": 0.74, "learning_rate": 4.1898487066861884e-05, "loss": 0.2723, "step": 560 }, { "epoch": 0.75, "learning_rate": 4.165446559297219e-05, "loss": 0.1537, "step": 570 }, { "epoch": 0.76, "learning_rate": 4.141044411908248e-05, "loss": 0.5187, "step": 580 }, { "epoch": 0.78, "learning_rate": 4.116642264519278e-05, "loss": 0.1365, "step": 590 }, { "epoch": 0.79, "learning_rate": 4.092240117130308e-05, "loss": 0.2843, "step": 600 }, { "epoch": 0.8, "learning_rate": 4.0678379697413375e-05, "loss": 0.385, "step": 610 }, { "epoch": 0.82, "learning_rate": 4.043435822352367e-05, "loss": 0.3066, "step": 620 }, { "epoch": 0.83, "learning_rate": 4.019033674963397e-05, "loss": 0.1013, "step": 630 }, { "epoch": 0.84, "learning_rate": 3.9946315275744266e-05, "loss": 0.5619, "step": 640 }, { "epoch": 0.86, "learning_rate": 3.970229380185457e-05, "loss": 0.1353, "step": 650 }, { "epoch": 0.87, "learning_rate": 3.945827232796486e-05, "loss": 0.2441, "step": 660 }, { "epoch": 0.88, "learning_rate": 3.9214250854075164e-05, "loss": 0.091, "step": 670 }, { "epoch": 0.9, "learning_rate": 3.897022938018546e-05, "loss": 0.1073, "step": 680 }, { "epoch": 0.91, "learning_rate": 3.872620790629576e-05, "loss": 0.1118, "step": 690 }, { "epoch": 0.92, "learning_rate": 3.8482186432406055e-05, "loss": 0.0803, "step": 700 }, { "epoch": 0.94, "learning_rate": 3.823816495851635e-05, "loss": 0.127, "step": 710 }, { "epoch": 0.95, "learning_rate": 3.799414348462665e-05, "loss": 0.109, "step": 720 }, { "epoch": 0.96, "learning_rate": 3.775012201073695e-05, "loss": 0.0735, "step": 730 }, { "epoch": 0.97, "learning_rate": 3.750610053684724e-05, "loss": 0.1187, "step": 740 }, { "epoch": 0.99, "learning_rate": 3.7262079062957546e-05, "loss": 0.2969, "step": 750 }, { "epoch": 1.0, "eval_accuracy": 0.9785185185185186, "eval_loss": 0.1263427734375, "eval_runtime": 10.5602, "eval_samples_per_second": 255.677, "eval_steps_per_second": 63.919, "step": 759 }, { "epoch": 1.0, "learning_rate": 3.7018057589067836e-05, "loss": 0.2753, "step": 760 }, { "epoch": 1.01, "learning_rate": 3.677403611517814e-05, "loss": 0.403, "step": 770 }, { "epoch": 1.03, "learning_rate": 3.653001464128844e-05, "loss": 0.2884, "step": 780 }, { "epoch": 1.04, "learning_rate": 3.6285993167398734e-05, "loss": 0.4866, "step": 790 }, { "epoch": 1.05, "learning_rate": 3.604197169350903e-05, "loss": 0.4529, "step": 800 }, { "epoch": 1.07, "learning_rate": 3.579795021961933e-05, "loss": 0.063, "step": 810 }, { "epoch": 1.08, "learning_rate": 3.5553928745729625e-05, "loss": 0.0952, "step": 820 }, { "epoch": 1.09, "learning_rate": 3.530990727183993e-05, "loss": 0.0886, "step": 830 }, { "epoch": 1.11, "learning_rate": 3.506588579795022e-05, "loss": 0.2751, "step": 840 }, { "epoch": 1.12, "learning_rate": 3.482186432406052e-05, "loss": 0.09, "step": 850 }, { "epoch": 1.13, "learning_rate": 3.457784285017082e-05, "loss": 0.8028, "step": 860 }, { "epoch": 1.15, "learning_rate": 3.4333821376281116e-05, "loss": 0.0623, "step": 870 }, { "epoch": 1.16, "learning_rate": 3.408979990239141e-05, "loss": 0.0583, "step": 880 }, { "epoch": 1.17, "learning_rate": 3.384577842850171e-05, "loss": 0.5004, "step": 890 }, { "epoch": 1.19, "learning_rate": 3.360175695461201e-05, "loss": 0.0587, "step": 900 }, { "epoch": 1.2, "learning_rate": 3.335773548072231e-05, "loss": 0.066, "step": 910 }, { "epoch": 1.21, "learning_rate": 3.31137140068326e-05, "loss": 0.1028, "step": 920 }, { "epoch": 1.23, "learning_rate": 3.2869692532942905e-05, "loss": 0.069, "step": 930 }, { "epoch": 1.24, "learning_rate": 3.2625671059053195e-05, "loss": 0.1084, "step": 940 }, { "epoch": 1.25, "learning_rate": 3.23816495851635e-05, "loss": 0.8451, "step": 950 }, { "epoch": 1.26, "learning_rate": 3.2137628111273795e-05, "loss": 0.0993, "step": 960 }, { "epoch": 1.28, "learning_rate": 3.189360663738409e-05, "loss": 0.0488, "step": 970 }, { "epoch": 1.29, "learning_rate": 3.164958516349439e-05, "loss": 0.0645, "step": 980 }, { "epoch": 1.3, "learning_rate": 3.1405563689604686e-05, "loss": 0.0586, "step": 990 }, { "epoch": 1.32, "learning_rate": 3.116154221571498e-05, "loss": 0.4479, "step": 1000 }, { "epoch": 1.33, "learning_rate": 3.091752074182529e-05, "loss": 0.4036, "step": 1010 }, { "epoch": 1.34, "learning_rate": 3.067349926793558e-05, "loss": 0.0975, "step": 1020 }, { "epoch": 1.36, "learning_rate": 3.042947779404588e-05, "loss": 0.7869, "step": 1030 }, { "epoch": 1.37, "learning_rate": 3.0185456320156174e-05, "loss": 0.0552, "step": 1040 }, { "epoch": 1.38, "learning_rate": 2.9941434846266475e-05, "loss": 0.0515, "step": 1050 }, { "epoch": 1.4, "learning_rate": 2.969741337237677e-05, "loss": 0.6272, "step": 1060 }, { "epoch": 1.41, "learning_rate": 2.9453391898487072e-05, "loss": 0.0522, "step": 1070 }, { "epoch": 1.42, "learning_rate": 2.9209370424597365e-05, "loss": 0.0493, "step": 1080 }, { "epoch": 1.44, "learning_rate": 2.8965348950707666e-05, "loss": 0.4377, "step": 1090 }, { "epoch": 1.45, "learning_rate": 2.872132747681796e-05, "loss": 0.0417, "step": 1100 }, { "epoch": 1.46, "learning_rate": 2.847730600292826e-05, "loss": 0.0684, "step": 1110 }, { "epoch": 1.48, "learning_rate": 2.8233284529038557e-05, "loss": 0.0735, "step": 1120 }, { "epoch": 1.49, "learning_rate": 2.7989263055148857e-05, "loss": 0.0614, "step": 1130 }, { "epoch": 1.5, "learning_rate": 2.774524158125915e-05, "loss": 0.3421, "step": 1140 }, { "epoch": 1.52, "learning_rate": 2.750122010736945e-05, "loss": 0.104, "step": 1150 }, { "epoch": 1.53, "learning_rate": 2.7257198633479748e-05, "loss": 0.6174, "step": 1160 }, { "epoch": 1.54, "learning_rate": 2.7013177159590048e-05, "loss": 0.1763, "step": 1170 }, { "epoch": 1.55, "learning_rate": 2.676915568570034e-05, "loss": 0.2104, "step": 1180 }, { "epoch": 1.57, "learning_rate": 2.6525134211810642e-05, "loss": 0.0592, "step": 1190 }, { "epoch": 1.58, "learning_rate": 2.628111273792094e-05, "loss": 0.1282, "step": 1200 }, { "epoch": 1.59, "learning_rate": 2.603709126403124e-05, "loss": 0.0435, "step": 1210 }, { "epoch": 1.61, "learning_rate": 2.5793069790141533e-05, "loss": 0.2258, "step": 1220 }, { "epoch": 1.62, "learning_rate": 2.5549048316251833e-05, "loss": 0.2802, "step": 1230 }, { "epoch": 1.63, "learning_rate": 2.530502684236213e-05, "loss": 0.0463, "step": 1240 }, { "epoch": 1.65, "learning_rate": 2.506100536847243e-05, "loss": 0.1848, "step": 1250 }, { "epoch": 1.66, "learning_rate": 2.4816983894582724e-05, "loss": 0.0794, "step": 1260 }, { "epoch": 1.67, "learning_rate": 2.457296242069302e-05, "loss": 0.0435, "step": 1270 }, { "epoch": 1.69, "learning_rate": 2.4328940946803318e-05, "loss": 0.0921, "step": 1280 }, { "epoch": 1.7, "learning_rate": 2.4084919472913618e-05, "loss": 0.1854, "step": 1290 }, { "epoch": 1.71, "learning_rate": 2.3840897999023915e-05, "loss": 0.0384, "step": 1300 }, { "epoch": 1.73, "learning_rate": 2.3596876525134212e-05, "loss": 0.0462, "step": 1310 }, { "epoch": 1.74, "learning_rate": 2.335285505124451e-05, "loss": 0.0802, "step": 1320 }, { "epoch": 1.75, "learning_rate": 2.310883357735481e-05, "loss": 0.046, "step": 1330 }, { "epoch": 1.77, "learning_rate": 2.2864812103465106e-05, "loss": 0.0775, "step": 1340 }, { "epoch": 1.78, "learning_rate": 2.2620790629575403e-05, "loss": 0.0532, "step": 1350 }, { "epoch": 1.79, "learning_rate": 2.23767691556857e-05, "loss": 0.0615, "step": 1360 }, { "epoch": 1.81, "learning_rate": 2.2132747681795997e-05, "loss": 0.0435, "step": 1370 }, { "epoch": 1.82, "learning_rate": 2.1888726207906297e-05, "loss": 0.0372, "step": 1380 }, { "epoch": 1.83, "learning_rate": 2.1644704734016594e-05, "loss": 0.0351, "step": 1390 }, { "epoch": 1.84, "learning_rate": 2.140068326012689e-05, "loss": 0.0523, "step": 1400 }, { "epoch": 1.86, "learning_rate": 2.1156661786237188e-05, "loss": 0.0345, "step": 1410 }, { "epoch": 1.87, "learning_rate": 2.0912640312347485e-05, "loss": 0.0359, "step": 1420 }, { "epoch": 1.88, "learning_rate": 2.0668618838457785e-05, "loss": 0.5072, "step": 1430 }, { "epoch": 1.9, "learning_rate": 2.0424597364568082e-05, "loss": 0.0281, "step": 1440 }, { "epoch": 1.91, "learning_rate": 2.018057589067838e-05, "loss": 0.0366, "step": 1450 }, { "epoch": 1.92, "learning_rate": 1.9936554416788676e-05, "loss": 0.2221, "step": 1460 }, { "epoch": 1.94, "learning_rate": 1.9692532942898977e-05, "loss": 0.0413, "step": 1470 }, { "epoch": 1.95, "learning_rate": 1.9448511469009274e-05, "loss": 0.3138, "step": 1480 }, { "epoch": 1.96, "learning_rate": 1.920448999511957e-05, "loss": 0.113, "step": 1490 }, { "epoch": 1.98, "learning_rate": 1.8960468521229867e-05, "loss": 0.037, "step": 1500 }, { "epoch": 1.99, "learning_rate": 1.8716447047340164e-05, "loss": 0.0375, "step": 1510 }, { "epoch": 2.0, "eval_accuracy": 0.9792592592592593, "eval_loss": 0.09527587890625, "eval_runtime": 9.7577, "eval_samples_per_second": 276.704, "eval_steps_per_second": 69.176, "step": 1518 }, { "epoch": 2.0, "learning_rate": 1.8472425573450465e-05, "loss": 0.0722, "step": 1520 }, { "epoch": 2.02, "learning_rate": 1.822840409956076e-05, "loss": 0.0311, "step": 1530 }, { "epoch": 2.03, "learning_rate": 1.798438262567106e-05, "loss": 0.4362, "step": 1540 }, { "epoch": 2.04, "learning_rate": 1.7740361151781356e-05, "loss": 0.1499, "step": 1550 }, { "epoch": 2.06, "learning_rate": 1.7496339677891656e-05, "loss": 0.2203, "step": 1560 }, { "epoch": 2.07, "learning_rate": 1.7252318204001953e-05, "loss": 0.0499, "step": 1570 }, { "epoch": 2.08, "learning_rate": 1.700829673011225e-05, "loss": 0.1047, "step": 1580 }, { "epoch": 2.09, "learning_rate": 1.6764275256222547e-05, "loss": 0.0313, "step": 1590 }, { "epoch": 2.11, "learning_rate": 1.6520253782332844e-05, "loss": 0.2069, "step": 1600 }, { "epoch": 2.12, "learning_rate": 1.6276232308443144e-05, "loss": 0.0337, "step": 1610 }, { "epoch": 2.13, "learning_rate": 1.603221083455344e-05, "loss": 0.1789, "step": 1620 }, { "epoch": 2.15, "learning_rate": 1.5788189360663738e-05, "loss": 0.0437, "step": 1630 }, { "epoch": 2.16, "learning_rate": 1.5544167886774035e-05, "loss": 0.0346, "step": 1640 }, { "epoch": 2.17, "learning_rate": 1.5300146412884335e-05, "loss": 0.0351, "step": 1650 }, { "epoch": 2.19, "learning_rate": 1.5056124938994632e-05, "loss": 0.2496, "step": 1660 }, { "epoch": 2.2, "learning_rate": 1.4812103465104929e-05, "loss": 0.1546, "step": 1670 }, { "epoch": 2.21, "learning_rate": 1.4568081991215226e-05, "loss": 0.6364, "step": 1680 }, { "epoch": 2.23, "learning_rate": 1.4324060517325525e-05, "loss": 0.0405, "step": 1690 }, { "epoch": 2.24, "learning_rate": 1.4080039043435821e-05, "loss": 0.083, "step": 1700 }, { "epoch": 2.25, "learning_rate": 1.383601756954612e-05, "loss": 0.0354, "step": 1710 }, { "epoch": 2.27, "learning_rate": 1.3591996095656417e-05, "loss": 0.0658, "step": 1720 }, { "epoch": 2.28, "learning_rate": 1.3347974621766716e-05, "loss": 0.09, "step": 1730 }, { "epoch": 2.29, "learning_rate": 1.3103953147877013e-05, "loss": 0.0259, "step": 1740 }, { "epoch": 2.31, "learning_rate": 1.2859931673987311e-05, "loss": 0.041, "step": 1750 }, { "epoch": 2.32, "learning_rate": 1.2615910200097608e-05, "loss": 0.1706, "step": 1760 }, { "epoch": 2.33, "learning_rate": 1.2371888726207907e-05, "loss": 0.0301, "step": 1770 }, { "epoch": 2.35, "learning_rate": 1.2127867252318205e-05, "loss": 0.2378, "step": 1780 }, { "epoch": 2.36, "learning_rate": 1.1883845778428502e-05, "loss": 0.0277, "step": 1790 }, { "epoch": 2.37, "learning_rate": 1.1639824304538801e-05, "loss": 0.0265, "step": 1800 }, { "epoch": 2.38, "learning_rate": 1.1395802830649098e-05, "loss": 0.036, "step": 1810 }, { "epoch": 2.4, "learning_rate": 1.1151781356759395e-05, "loss": 0.0587, "step": 1820 }, { "epoch": 2.41, "learning_rate": 1.0907759882869694e-05, "loss": 0.0388, "step": 1830 }, { "epoch": 2.42, "learning_rate": 1.066373840897999e-05, "loss": 0.0492, "step": 1840 }, { "epoch": 2.44, "learning_rate": 1.0419716935090289e-05, "loss": 0.0276, "step": 1850 }, { "epoch": 2.45, "learning_rate": 1.0175695461200586e-05, "loss": 0.0286, "step": 1860 }, { "epoch": 2.46, "learning_rate": 9.931673987310885e-06, "loss": 0.0285, "step": 1870 }, { "epoch": 2.48, "learning_rate": 9.687652513421182e-06, "loss": 0.0447, "step": 1880 }, { "epoch": 2.49, "learning_rate": 9.44363103953148e-06, "loss": 0.0258, "step": 1890 }, { "epoch": 2.5, "learning_rate": 9.199609565641777e-06, "loss": 0.0248, "step": 1900 }, { "epoch": 2.52, "learning_rate": 8.955588091752074e-06, "loss": 0.0379, "step": 1910 }, { "epoch": 2.53, "learning_rate": 8.711566617862373e-06, "loss": 0.0386, "step": 1920 }, { "epoch": 2.54, "learning_rate": 8.46754514397267e-06, "loss": 0.0938, "step": 1930 }, { "epoch": 2.56, "learning_rate": 8.223523670082968e-06, "loss": 0.0381, "step": 1940 }, { "epoch": 2.57, "learning_rate": 7.979502196193265e-06, "loss": 0.0589, "step": 1950 }, { "epoch": 2.58, "learning_rate": 7.735480722303564e-06, "loss": 0.3975, "step": 1960 }, { "epoch": 2.6, "learning_rate": 7.491459248413861e-06, "loss": 0.0307, "step": 1970 }, { "epoch": 2.61, "learning_rate": 7.247437774524159e-06, "loss": 0.046, "step": 1980 }, { "epoch": 2.62, "learning_rate": 7.0034163006344565e-06, "loss": 0.026, "step": 1990 }, { "epoch": 2.64, "learning_rate": 6.759394826744754e-06, "loss": 0.0749, "step": 2000 }, { "epoch": 2.65, "learning_rate": 6.515373352855052e-06, "loss": 0.0306, "step": 2010 }, { "epoch": 2.66, "learning_rate": 6.27135187896535e-06, "loss": 0.0536, "step": 2020 }, { "epoch": 2.67, "learning_rate": 6.027330405075647e-06, "loss": 0.0265, "step": 2030 }, { "epoch": 2.69, "learning_rate": 5.7833089311859446e-06, "loss": 0.0329, "step": 2040 }, { "epoch": 2.7, "learning_rate": 5.539287457296242e-06, "loss": 0.5737, "step": 2050 }, { "epoch": 2.71, "learning_rate": 5.29526598340654e-06, "loss": 0.8366, "step": 2060 }, { "epoch": 2.73, "learning_rate": 5.051244509516838e-06, "loss": 0.0282, "step": 2070 }, { "epoch": 2.74, "learning_rate": 4.807223035627136e-06, "loss": 0.0262, "step": 2080 }, { "epoch": 2.75, "learning_rate": 4.5632015617374335e-06, "loss": 0.1776, "step": 2090 }, { "epoch": 2.77, "learning_rate": 4.319180087847731e-06, "loss": 0.024, "step": 2100 }, { "epoch": 2.78, "learning_rate": 4.075158613958028e-06, "loss": 0.1574, "step": 2110 }, { "epoch": 2.79, "learning_rate": 3.831137140068326e-06, "loss": 0.1553, "step": 2120 }, { "epoch": 2.81, "learning_rate": 3.587115666178624e-06, "loss": 0.1287, "step": 2130 }, { "epoch": 2.82, "learning_rate": 3.3430941922889216e-06, "loss": 0.2801, "step": 2140 }, { "epoch": 2.83, "learning_rate": 3.0990727183992194e-06, "loss": 0.0326, "step": 2150 }, { "epoch": 2.85, "learning_rate": 2.855051244509517e-06, "loss": 0.2817, "step": 2160 }, { "epoch": 2.86, "learning_rate": 2.611029770619815e-06, "loss": 0.0579, "step": 2170 }, { "epoch": 2.87, "learning_rate": 2.3670082967301123e-06, "loss": 0.0243, "step": 2180 }, { "epoch": 2.89, "learning_rate": 2.12298682284041e-06, "loss": 0.0426, "step": 2190 }, { "epoch": 2.9, "learning_rate": 1.8789653489507079e-06, "loss": 0.1296, "step": 2200 }, { "epoch": 2.91, "learning_rate": 1.6349438750610055e-06, "loss": 0.5111, "step": 2210 }, { "epoch": 2.92, "learning_rate": 1.3909224011713032e-06, "loss": 0.1463, "step": 2220 }, { "epoch": 2.94, "learning_rate": 1.1469009272816008e-06, "loss": 0.05, "step": 2230 }, { "epoch": 2.95, "learning_rate": 9.028794533918985e-07, "loss": 0.0225, "step": 2240 }, { "epoch": 2.96, "learning_rate": 6.588579795021963e-07, "loss": 0.0311, "step": 2250 }, { "epoch": 2.98, "learning_rate": 4.148365056124939e-07, "loss": 0.2809, "step": 2260 }, { "epoch": 2.99, "learning_rate": 1.7081503172279163e-07, "loss": 0.0345, "step": 2270 }, { "epoch": 3.0, "eval_accuracy": 0.9844444444444445, "eval_loss": 0.07232666015625, "eval_runtime": 9.9115, "eval_samples_per_second": 272.41, "eval_steps_per_second": 68.102, "step": 2277 }, { "epoch": 3.0, "step": 2277, "total_flos": 1.8069699791226824e+20, "train_loss": 0.3087928044884991, "train_runtime": 984.02, "train_samples_per_second": 74.047, "train_steps_per_second": 2.314 } ], "max_steps": 2277, "num_train_epochs": 3, "start_time": 1668807038.3244002, "total_flos": 1.8069699791226824e+20, "trial_name": null, "trial_params": null }