{ "best_metric": 0.35198959708213806, "best_model_checkpoint": "./exper_batch_32_e8/checkpoint-2500", "epoch": 8.0, "global_step": 2560, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 0.00019921875000000001, "loss": 4.9133, "step": 10 }, { "epoch": 0.06, "learning_rate": 0.00019843750000000002, "loss": 4.6764, "step": 20 }, { "epoch": 0.09, "learning_rate": 0.00019765625, "loss": 4.467, "step": 30 }, { "epoch": 0.12, "learning_rate": 0.000196875, "loss": 4.2923, "step": 40 }, { "epoch": 0.16, "learning_rate": 0.00019609375, "loss": 4.1396, "step": 50 }, { "epoch": 0.19, "learning_rate": 0.0001953125, "loss": 3.9854, "step": 60 }, { "epoch": 0.22, "learning_rate": 0.00019453125000000002, "loss": 3.7673, "step": 70 }, { "epoch": 0.25, "learning_rate": 0.00019375000000000002, "loss": 3.6646, "step": 80 }, { "epoch": 0.28, "learning_rate": 0.00019296875, "loss": 3.5048, "step": 90 }, { "epoch": 0.31, "learning_rate": 0.0001921875, "loss": 3.3787, "step": 100 }, { "epoch": 0.31, "eval_accuracy": 0.35659213569776405, "eval_loss": 3.309976100921631, "eval_runtime": 43.5696, "eval_samples_per_second": 59.537, "eval_steps_per_second": 7.459, "step": 100 }, { "epoch": 0.34, "learning_rate": 0.00019140625, "loss": 3.2397, "step": 110 }, { "epoch": 0.38, "learning_rate": 0.000190625, "loss": 3.1479, "step": 120 }, { "epoch": 0.41, "learning_rate": 0.00018984375000000002, "loss": 3.0083, "step": 130 }, { "epoch": 0.44, "learning_rate": 0.00018906250000000002, "loss": 2.9685, "step": 140 }, { "epoch": 0.47, "learning_rate": 0.00018828125, "loss": 2.7569, "step": 150 }, { "epoch": 0.5, "learning_rate": 0.0001875, "loss": 2.7539, "step": 160 }, { "epoch": 0.53, "learning_rate": 0.00018671875, "loss": 2.6816, "step": 170 }, { "epoch": 0.56, "learning_rate": 0.0001859375, "loss": 2.4719, "step": 180 }, { "epoch": 0.59, "learning_rate": 0.00018515625000000002, "loss": 2.4216, "step": 190 }, { "epoch": 0.62, "learning_rate": 0.000184375, "loss": 2.3975, "step": 200 }, { "epoch": 0.62, "eval_accuracy": 0.5717039321511179, "eval_loss": 2.3196070194244385, "eval_runtime": 43.0702, "eval_samples_per_second": 60.227, "eval_steps_per_second": 7.546, "step": 200 }, { "epoch": 0.66, "learning_rate": 0.00018359375, "loss": 2.3173, "step": 210 }, { "epoch": 0.69, "learning_rate": 0.0001828125, "loss": 2.1784, "step": 220 }, { "epoch": 0.72, "learning_rate": 0.00018203125, "loss": 2.1889, "step": 230 }, { "epoch": 0.75, "learning_rate": 0.00018125000000000001, "loss": 2.077, "step": 240 }, { "epoch": 0.78, "learning_rate": 0.00018046875000000002, "loss": 2.0334, "step": 250 }, { "epoch": 0.81, "learning_rate": 0.0001796875, "loss": 1.8344, "step": 260 }, { "epoch": 0.84, "learning_rate": 0.00017890625, "loss": 1.8512, "step": 270 }, { "epoch": 0.88, "learning_rate": 0.000178125, "loss": 1.7556, "step": 280 }, { "epoch": 0.91, "learning_rate": 0.00017734375, "loss": 1.6702, "step": 290 }, { "epoch": 0.94, "learning_rate": 0.00017656250000000002, "loss": 1.5578, "step": 300 }, { "epoch": 0.94, "eval_accuracy": 0.646106399383192, "eval_loss": 1.676370620727539, "eval_runtime": 42.4496, "eval_samples_per_second": 61.108, "eval_steps_per_second": 7.656, "step": 300 }, { "epoch": 0.97, "learning_rate": 0.00017578125000000002, "loss": 1.687, "step": 310 }, { "epoch": 1.0, "learning_rate": 0.000175, "loss": 1.6243, "step": 320 }, { "epoch": 1.03, "learning_rate": 0.00017421875, "loss": 1.398, "step": 330 }, { "epoch": 1.06, "learning_rate": 0.0001734375, "loss": 1.188, "step": 340 }, { "epoch": 1.09, "learning_rate": 0.00017265625, "loss": 1.2636, "step": 350 }, { "epoch": 1.12, "learning_rate": 0.00017187500000000002, "loss": 1.2485, "step": 360 }, { "epoch": 1.16, "learning_rate": 0.00017109375, "loss": 1.1226, "step": 370 }, { "epoch": 1.19, "learning_rate": 0.0001703125, "loss": 1.0828, "step": 380 }, { "epoch": 1.22, "learning_rate": 0.00016953125, "loss": 1.0664, "step": 390 }, { "epoch": 1.25, "learning_rate": 0.00016875, "loss": 1.0291, "step": 400 }, { "epoch": 1.25, "eval_accuracy": 0.7463377023901311, "eval_loss": 1.1713167428970337, "eval_runtime": 43.3111, "eval_samples_per_second": 59.892, "eval_steps_per_second": 7.504, "step": 400 }, { "epoch": 1.28, "learning_rate": 0.00016796875000000001, "loss": 0.9675, "step": 410 }, { "epoch": 1.31, "learning_rate": 0.00016718750000000002, "loss": 1.015, "step": 420 }, { "epoch": 1.34, "learning_rate": 0.00016640625, "loss": 0.9497, "step": 430 }, { "epoch": 1.38, "learning_rate": 0.000165625, "loss": 1.0306, "step": 440 }, { "epoch": 1.41, "learning_rate": 0.00016484375, "loss": 0.8879, "step": 450 }, { "epoch": 1.44, "learning_rate": 0.0001640625, "loss": 0.8771, "step": 460 }, { "epoch": 1.47, "learning_rate": 0.00016328125000000001, "loss": 0.7988, "step": 470 }, { "epoch": 1.5, "learning_rate": 0.00016250000000000002, "loss": 0.8302, "step": 480 }, { "epoch": 1.53, "learning_rate": 0.00016171875, "loss": 0.7392, "step": 490 }, { "epoch": 1.56, "learning_rate": 0.0001609375, "loss": 0.8185, "step": 500 }, { "epoch": 1.56, "eval_accuracy": 0.7952968388589051, "eval_loss": 0.9292389154434204, "eval_runtime": 43.1031, "eval_samples_per_second": 60.181, "eval_steps_per_second": 7.54, "step": 500 }, { "epoch": 1.59, "learning_rate": 0.00016015625, "loss": 0.7336, "step": 510 }, { "epoch": 1.62, "learning_rate": 0.000159375, "loss": 0.753, "step": 520 }, { "epoch": 1.66, "learning_rate": 0.00015859375000000002, "loss": 0.753, "step": 530 }, { "epoch": 1.69, "learning_rate": 0.00015781250000000002, "loss": 0.7302, "step": 540 }, { "epoch": 1.72, "learning_rate": 0.00015703125, "loss": 0.7229, "step": 550 }, { "epoch": 1.75, "learning_rate": 0.00015625, "loss": 0.7445, "step": 560 }, { "epoch": 1.78, "learning_rate": 0.00015546875, "loss": 0.684, "step": 570 }, { "epoch": 1.81, "learning_rate": 0.0001546875, "loss": 0.7035, "step": 580 }, { "epoch": 1.84, "learning_rate": 0.00015390625000000002, "loss": 0.717, "step": 590 }, { "epoch": 1.88, "learning_rate": 0.000153125, "loss": 0.6181, "step": 600 }, { "epoch": 1.88, "eval_accuracy": 0.8168851195065536, "eval_loss": 0.7732186317443848, "eval_runtime": 42.7674, "eval_samples_per_second": 60.654, "eval_steps_per_second": 7.599, "step": 600 }, { "epoch": 1.91, "learning_rate": 0.00015234375, "loss": 0.6409, "step": 610 }, { "epoch": 1.94, "learning_rate": 0.0001515625, "loss": 0.5785, "step": 620 }, { "epoch": 1.97, "learning_rate": 0.00015078125, "loss": 0.5554, "step": 630 }, { "epoch": 2.0, "learning_rate": 0.00015000000000000001, "loss": 0.5513, "step": 640 }, { "epoch": 2.03, "learning_rate": 0.00014921875000000002, "loss": 0.3915, "step": 650 }, { "epoch": 2.06, "learning_rate": 0.0001484375, "loss": 0.41, "step": 660 }, { "epoch": 2.09, "learning_rate": 0.00014765625, "loss": 0.413, "step": 670 }, { "epoch": 2.12, "learning_rate": 0.000146875, "loss": 0.4791, "step": 680 }, { "epoch": 2.16, "learning_rate": 0.00014609375, "loss": 0.4581, "step": 690 }, { "epoch": 2.19, "learning_rate": 0.00014531250000000002, "loss": 0.3873, "step": 700 }, { "epoch": 2.19, "eval_accuracy": 0.8276792598303778, "eval_loss": 0.6876775622367859, "eval_runtime": 42.6013, "eval_samples_per_second": 60.89, "eval_steps_per_second": 7.629, "step": 700 }, { "epoch": 2.22, "learning_rate": 0.00014453125000000002, "loss": 0.4062, "step": 710 }, { "epoch": 2.25, "learning_rate": 0.00014375, "loss": 0.3818, "step": 720 }, { "epoch": 2.28, "learning_rate": 0.00014296875, "loss": 0.3834, "step": 730 }, { "epoch": 2.31, "learning_rate": 0.0001421875, "loss": 0.3881, "step": 740 }, { "epoch": 2.34, "learning_rate": 0.00014140625, "loss": 0.4153, "step": 750 }, { "epoch": 2.38, "learning_rate": 0.00014062500000000002, "loss": 0.3353, "step": 760 }, { "epoch": 2.41, "learning_rate": 0.00013984375, "loss": 0.3368, "step": 770 }, { "epoch": 2.44, "learning_rate": 0.0001390625, "loss": 0.3217, "step": 780 }, { "epoch": 2.47, "learning_rate": 0.00013828125, "loss": 0.2734, "step": 790 }, { "epoch": 2.5, "learning_rate": 0.0001375, "loss": 0.2979, "step": 800 }, { "epoch": 2.5, "eval_accuracy": 0.8404009252120278, "eval_loss": 0.625044584274292, "eval_runtime": 43.4522, "eval_samples_per_second": 59.698, "eval_steps_per_second": 7.479, "step": 800 }, { "epoch": 2.53, "learning_rate": 0.00013671875, "loss": 0.4192, "step": 810 }, { "epoch": 2.56, "learning_rate": 0.00013593750000000002, "loss": 0.3249, "step": 820 }, { "epoch": 2.59, "learning_rate": 0.00013515625, "loss": 0.329, "step": 830 }, { "epoch": 2.62, "learning_rate": 0.000134375, "loss": 0.2907, "step": 840 }, { "epoch": 2.66, "learning_rate": 0.00013359375, "loss": 0.3428, "step": 850 }, { "epoch": 2.69, "learning_rate": 0.0001328125, "loss": 0.3506, "step": 860 }, { "epoch": 2.72, "learning_rate": 0.00013203125000000001, "loss": 0.311, "step": 870 }, { "epoch": 2.75, "learning_rate": 0.00013125000000000002, "loss": 0.2628, "step": 880 }, { "epoch": 2.78, "learning_rate": 0.00013046875, "loss": 0.2148, "step": 890 }, { "epoch": 2.81, "learning_rate": 0.0001296875, "loss": 0.2967, "step": 900 }, { "epoch": 2.81, "eval_accuracy": 0.8365458750963762, "eval_loss": 0.6150881052017212, "eval_runtime": 42.6639, "eval_samples_per_second": 60.801, "eval_steps_per_second": 7.618, "step": 900 }, { "epoch": 2.84, "learning_rate": 0.00012890625, "loss": 0.3521, "step": 910 }, { "epoch": 2.88, "learning_rate": 0.000128125, "loss": 0.3112, "step": 920 }, { "epoch": 2.91, "learning_rate": 0.00012734375000000002, "loss": 0.2827, "step": 930 }, { "epoch": 2.94, "learning_rate": 0.0001265625, "loss": 0.2714, "step": 940 }, { "epoch": 2.97, "learning_rate": 0.00012578125, "loss": 0.2865, "step": 950 }, { "epoch": 3.0, "learning_rate": 0.000125, "loss": 0.2594, "step": 960 }, { "epoch": 3.03, "learning_rate": 0.00012421875, "loss": 0.2627, "step": 970 }, { "epoch": 3.06, "learning_rate": 0.0001234375, "loss": 0.1978, "step": 980 }, { "epoch": 3.09, "learning_rate": 0.00012265625000000002, "loss": 0.1228, "step": 990 }, { "epoch": 3.12, "learning_rate": 0.00012187500000000001, "loss": 0.1874, "step": 1000 }, { "epoch": 3.12, "eval_accuracy": 0.8608326908249807, "eval_loss": 0.5401089787483215, "eval_runtime": 43.4743, "eval_samples_per_second": 59.668, "eval_steps_per_second": 7.476, "step": 1000 }, { "epoch": 3.16, "learning_rate": 0.00012109375, "loss": 0.1935, "step": 1010 }, { "epoch": 3.19, "learning_rate": 0.0001203125, "loss": 0.1469, "step": 1020 }, { "epoch": 3.22, "learning_rate": 0.00011953125000000001, "loss": 0.1394, "step": 1030 }, { "epoch": 3.25, "learning_rate": 0.00011875, "loss": 0.1353, "step": 1040 }, { "epoch": 3.28, "learning_rate": 0.00011796875, "loss": 0.1193, "step": 1050 }, { "epoch": 3.31, "learning_rate": 0.00011718750000000001, "loss": 0.1413, "step": 1060 }, { "epoch": 3.34, "learning_rate": 0.00011640625, "loss": 0.1398, "step": 1070 }, { "epoch": 3.38, "learning_rate": 0.000115625, "loss": 0.1682, "step": 1080 }, { "epoch": 3.41, "learning_rate": 0.00011484375000000001, "loss": 0.1991, "step": 1090 }, { "epoch": 3.44, "learning_rate": 0.0001140625, "loss": 0.2232, "step": 1100 }, { "epoch": 3.44, "eval_accuracy": 0.8712413261372398, "eval_loss": 0.5031955242156982, "eval_runtime": 43.2709, "eval_samples_per_second": 59.948, "eval_steps_per_second": 7.511, "step": 1100 }, { "epoch": 3.47, "learning_rate": 0.00011328125, "loss": 0.1051, "step": 1110 }, { "epoch": 3.5, "learning_rate": 0.00011250000000000001, "loss": 0.1798, "step": 1120 }, { "epoch": 3.53, "learning_rate": 0.00011171875, "loss": 0.1333, "step": 1130 }, { "epoch": 3.56, "learning_rate": 0.0001109375, "loss": 0.1734, "step": 1140 }, { "epoch": 3.59, "learning_rate": 0.00011015625000000001, "loss": 0.1398, "step": 1150 }, { "epoch": 3.62, "learning_rate": 0.000109375, "loss": 0.1554, "step": 1160 }, { "epoch": 3.66, "learning_rate": 0.00010859375000000001, "loss": 0.1485, "step": 1170 }, { "epoch": 3.69, "learning_rate": 0.00010781250000000001, "loss": 0.1506, "step": 1180 }, { "epoch": 3.72, "learning_rate": 0.00010703125, "loss": 0.1467, "step": 1190 }, { "epoch": 3.75, "learning_rate": 0.00010625000000000001, "loss": 0.1109, "step": 1200 }, { "epoch": 3.75, "eval_accuracy": 0.8774094063222821, "eval_loss": 0.4635218679904938, "eval_runtime": 42.8981, "eval_samples_per_second": 60.469, "eval_steps_per_second": 7.576, "step": 1200 }, { "epoch": 3.78, "learning_rate": 0.00010546875, "loss": 0.1112, "step": 1210 }, { "epoch": 3.81, "learning_rate": 0.0001046875, "loss": 0.1135, "step": 1220 }, { "epoch": 3.84, "learning_rate": 0.00010390625000000001, "loss": 0.1418, "step": 1230 }, { "epoch": 3.88, "learning_rate": 0.000103125, "loss": 0.1416, "step": 1240 }, { "epoch": 3.91, "learning_rate": 0.00010234375, "loss": 0.1266, "step": 1250 }, { "epoch": 3.94, "learning_rate": 0.00010156250000000001, "loss": 0.1228, "step": 1260 }, { "epoch": 3.97, "learning_rate": 0.00010078125, "loss": 0.1496, "step": 1270 }, { "epoch": 4.0, "learning_rate": 0.0001, "loss": 0.1067, "step": 1280 }, { "epoch": 4.03, "learning_rate": 9.921875000000001e-05, "loss": 0.1101, "step": 1290 }, { "epoch": 4.06, "learning_rate": 9.84375e-05, "loss": 0.0539, "step": 1300 }, { "epoch": 4.06, "eval_accuracy": 0.8843484965304549, "eval_loss": 0.44948554039001465, "eval_runtime": 42.6302, "eval_samples_per_second": 60.849, "eval_steps_per_second": 7.624, "step": 1300 }, { "epoch": 4.09, "learning_rate": 9.765625e-05, "loss": 0.0912, "step": 1310 }, { "epoch": 4.12, "learning_rate": 9.687500000000001e-05, "loss": 0.0828, "step": 1320 }, { "epoch": 4.16, "learning_rate": 9.609375e-05, "loss": 0.0896, "step": 1330 }, { "epoch": 4.19, "learning_rate": 9.53125e-05, "loss": 0.0528, "step": 1340 }, { "epoch": 4.22, "learning_rate": 9.453125000000001e-05, "loss": 0.0768, "step": 1350 }, { "epoch": 4.25, "learning_rate": 9.375e-05, "loss": 0.0762, "step": 1360 }, { "epoch": 4.28, "learning_rate": 9.296875e-05, "loss": 0.052, "step": 1370 }, { "epoch": 4.31, "learning_rate": 9.21875e-05, "loss": 0.0577, "step": 1380 }, { "epoch": 4.34, "learning_rate": 9.140625e-05, "loss": 0.0849, "step": 1390 }, { "epoch": 4.38, "learning_rate": 9.062500000000001e-05, "loss": 0.0668, "step": 1400 }, { "epoch": 4.38, "eval_accuracy": 0.8951426368542791, "eval_loss": 0.42733636498451233, "eval_runtime": 42.8966, "eval_samples_per_second": 60.471, "eval_steps_per_second": 7.576, "step": 1400 }, { "epoch": 4.41, "learning_rate": 8.984375e-05, "loss": 0.1054, "step": 1410 }, { "epoch": 4.44, "learning_rate": 8.90625e-05, "loss": 0.0728, "step": 1420 }, { "epoch": 4.47, "learning_rate": 8.828125000000001e-05, "loss": 0.072, "step": 1430 }, { "epoch": 4.5, "learning_rate": 8.75e-05, "loss": 0.0641, "step": 1440 }, { "epoch": 4.53, "learning_rate": 8.671875e-05, "loss": 0.0908, "step": 1450 }, { "epoch": 4.56, "learning_rate": 8.593750000000001e-05, "loss": 0.1079, "step": 1460 }, { "epoch": 4.59, "learning_rate": 8.515625e-05, "loss": 0.0623, "step": 1470 }, { "epoch": 4.62, "learning_rate": 8.4375e-05, "loss": 0.0922, "step": 1480 }, { "epoch": 4.66, "learning_rate": 8.359375000000001e-05, "loss": 0.0853, "step": 1490 }, { "epoch": 4.69, "learning_rate": 8.28125e-05, "loss": 0.0567, "step": 1500 }, { "epoch": 4.69, "eval_accuracy": 0.8866615265998458, "eval_loss": 0.44270050525665283, "eval_runtime": 42.9006, "eval_samples_per_second": 60.465, "eval_steps_per_second": 7.576, "step": 1500 }, { "epoch": 4.72, "learning_rate": 8.203125e-05, "loss": 0.0499, "step": 1510 }, { "epoch": 4.75, "learning_rate": 8.125000000000001e-05, "loss": 0.0497, "step": 1520 }, { "epoch": 4.78, "learning_rate": 8.046875e-05, "loss": 0.0325, "step": 1530 }, { "epoch": 4.81, "learning_rate": 7.96875e-05, "loss": 0.0338, "step": 1540 }, { "epoch": 4.84, "learning_rate": 7.890625000000001e-05, "loss": 0.0281, "step": 1550 }, { "epoch": 4.88, "learning_rate": 7.8125e-05, "loss": 0.0597, "step": 1560 }, { "epoch": 4.91, "learning_rate": 7.734375e-05, "loss": 0.0904, "step": 1570 }, { "epoch": 4.94, "learning_rate": 7.65625e-05, "loss": 0.0521, "step": 1580 }, { "epoch": 4.97, "learning_rate": 7.578125e-05, "loss": 0.0496, "step": 1590 }, { "epoch": 5.0, "learning_rate": 7.500000000000001e-05, "loss": 0.0285, "step": 1600 }, { "epoch": 5.0, "eval_accuracy": 0.8955281418658443, "eval_loss": 0.40922868251800537, "eval_runtime": 42.4136, "eval_samples_per_second": 61.16, "eval_steps_per_second": 7.663, "step": 1600 }, { "epoch": 5.03, "learning_rate": 7.421875e-05, "loss": 0.0629, "step": 1610 }, { "epoch": 5.06, "learning_rate": 7.34375e-05, "loss": 0.0391, "step": 1620 }, { "epoch": 5.09, "learning_rate": 7.265625000000001e-05, "loss": 0.057, "step": 1630 }, { "epoch": 5.12, "learning_rate": 7.1875e-05, "loss": 0.0413, "step": 1640 }, { "epoch": 5.16, "learning_rate": 7.109375e-05, "loss": 0.0342, "step": 1650 }, { "epoch": 5.19, "learning_rate": 7.031250000000001e-05, "loss": 0.0272, "step": 1660 }, { "epoch": 5.22, "learning_rate": 6.953125e-05, "loss": 0.02, "step": 1670 }, { "epoch": 5.25, "learning_rate": 6.875e-05, "loss": 0.0237, "step": 1680 }, { "epoch": 5.28, "learning_rate": 6.796875000000001e-05, "loss": 0.0232, "step": 1690 }, { "epoch": 5.31, "learning_rate": 6.71875e-05, "loss": 0.0473, "step": 1700 }, { "epoch": 5.31, "eval_accuracy": 0.9070932922127988, "eval_loss": 0.37195590138435364, "eval_runtime": 43.0497, "eval_samples_per_second": 60.256, "eval_steps_per_second": 7.549, "step": 1700 }, { "epoch": 5.34, "learning_rate": 6.640625e-05, "loss": 0.0569, "step": 1710 }, { "epoch": 5.38, "learning_rate": 6.562500000000001e-05, "loss": 0.0424, "step": 1720 }, { "epoch": 5.41, "learning_rate": 6.484375e-05, "loss": 0.0457, "step": 1730 }, { "epoch": 5.44, "learning_rate": 6.40625e-05, "loss": 0.0217, "step": 1740 }, { "epoch": 5.47, "learning_rate": 6.328125e-05, "loss": 0.0141, "step": 1750 }, { "epoch": 5.5, "learning_rate": 6.25e-05, "loss": 0.0153, "step": 1760 }, { "epoch": 5.53, "learning_rate": 6.171875e-05, "loss": 0.0341, "step": 1770 }, { "epoch": 5.56, "learning_rate": 6.0937500000000004e-05, "loss": 0.0159, "step": 1780 }, { "epoch": 5.59, "learning_rate": 6.015625e-05, "loss": 0.0249, "step": 1790 }, { "epoch": 5.62, "learning_rate": 5.9375e-05, "loss": 0.0225, "step": 1800 }, { "epoch": 5.62, "eval_accuracy": 0.9063222821896685, "eval_loss": 0.3691478669643402, "eval_runtime": 43.044, "eval_samples_per_second": 60.264, "eval_steps_per_second": 7.55, "step": 1800 }, { "epoch": 5.66, "learning_rate": 5.8593750000000005e-05, "loss": 0.0151, "step": 1810 }, { "epoch": 5.69, "learning_rate": 5.78125e-05, "loss": 0.0157, "step": 1820 }, { "epoch": 5.72, "learning_rate": 5.703125e-05, "loss": 0.0184, "step": 1830 }, { "epoch": 5.75, "learning_rate": 5.6250000000000005e-05, "loss": 0.0123, "step": 1840 }, { "epoch": 5.78, "learning_rate": 5.546875e-05, "loss": 0.0141, "step": 1850 }, { "epoch": 5.81, "learning_rate": 5.46875e-05, "loss": 0.0155, "step": 1860 }, { "epoch": 5.84, "learning_rate": 5.3906250000000006e-05, "loss": 0.0474, "step": 1870 }, { "epoch": 5.88, "learning_rate": 5.3125000000000004e-05, "loss": 0.0138, "step": 1880 }, { "epoch": 5.91, "learning_rate": 5.234375e-05, "loss": 0.0305, "step": 1890 }, { "epoch": 5.94, "learning_rate": 5.15625e-05, "loss": 0.0196, "step": 1900 }, { "epoch": 5.94, "eval_accuracy": 0.9047802621434079, "eval_loss": 0.3775177597999573, "eval_runtime": 43.4223, "eval_samples_per_second": 59.739, "eval_steps_per_second": 7.485, "step": 1900 }, { "epoch": 5.97, "learning_rate": 5.0781250000000004e-05, "loss": 0.0178, "step": 1910 }, { "epoch": 6.0, "learning_rate": 5e-05, "loss": 0.0161, "step": 1920 }, { "epoch": 6.03, "learning_rate": 4.921875e-05, "loss": 0.012, "step": 1930 }, { "epoch": 6.06, "learning_rate": 4.8437500000000005e-05, "loss": 0.0101, "step": 1940 }, { "epoch": 6.09, "learning_rate": 4.765625e-05, "loss": 0.0213, "step": 1950 }, { "epoch": 6.12, "learning_rate": 4.6875e-05, "loss": 0.0256, "step": 1960 }, { "epoch": 6.16, "learning_rate": 4.609375e-05, "loss": 0.0155, "step": 1970 }, { "epoch": 6.19, "learning_rate": 4.5312500000000004e-05, "loss": 0.0141, "step": 1980 }, { "epoch": 6.22, "learning_rate": 4.453125e-05, "loss": 0.0109, "step": 1990 }, { "epoch": 6.25, "learning_rate": 4.375e-05, "loss": 0.0173, "step": 2000 }, { "epoch": 6.25, "eval_accuracy": 0.9040092521202776, "eval_loss": 0.36413344740867615, "eval_runtime": 42.5316, "eval_samples_per_second": 60.99, "eval_steps_per_second": 7.641, "step": 2000 }, { "epoch": 6.28, "learning_rate": 4.2968750000000004e-05, "loss": 0.0093, "step": 2010 }, { "epoch": 6.31, "learning_rate": 4.21875e-05, "loss": 0.0101, "step": 2020 }, { "epoch": 6.34, "learning_rate": 4.140625e-05, "loss": 0.0118, "step": 2030 }, { "epoch": 6.38, "learning_rate": 4.0625000000000005e-05, "loss": 0.01, "step": 2040 }, { "epoch": 6.41, "learning_rate": 3.984375e-05, "loss": 0.0089, "step": 2050 }, { "epoch": 6.44, "learning_rate": 3.90625e-05, "loss": 0.01, "step": 2060 }, { "epoch": 6.47, "learning_rate": 3.828125e-05, "loss": 0.0098, "step": 2070 }, { "epoch": 6.5, "learning_rate": 3.7500000000000003e-05, "loss": 0.0084, "step": 2080 }, { "epoch": 6.53, "learning_rate": 3.671875e-05, "loss": 0.0099, "step": 2090 }, { "epoch": 6.56, "learning_rate": 3.59375e-05, "loss": 0.0092, "step": 2100 }, { "epoch": 6.56, "eval_accuracy": 0.9090208172706246, "eval_loss": 0.3551329970359802, "eval_runtime": 42.9682, "eval_samples_per_second": 60.37, "eval_steps_per_second": 7.564, "step": 2100 }, { "epoch": 6.59, "learning_rate": 3.5156250000000004e-05, "loss": 0.0098, "step": 2110 }, { "epoch": 6.62, "learning_rate": 3.4375e-05, "loss": 0.0217, "step": 2120 }, { "epoch": 6.66, "learning_rate": 3.359375e-05, "loss": 0.0084, "step": 2130 }, { "epoch": 6.69, "learning_rate": 3.2812500000000005e-05, "loss": 0.009, "step": 2140 }, { "epoch": 6.72, "learning_rate": 3.203125e-05, "loss": 0.0135, "step": 2150 }, { "epoch": 6.75, "learning_rate": 3.125e-05, "loss": 0.0085, "step": 2160 }, { "epoch": 6.78, "learning_rate": 3.0468750000000002e-05, "loss": 0.0089, "step": 2170 }, { "epoch": 6.81, "learning_rate": 2.96875e-05, "loss": 0.0087, "step": 2180 }, { "epoch": 6.84, "learning_rate": 2.890625e-05, "loss": 0.0093, "step": 2190 }, { "epoch": 6.88, "learning_rate": 2.8125000000000003e-05, "loss": 0.008, "step": 2200 }, { "epoch": 6.88, "eval_accuracy": 0.9124903623747108, "eval_loss": 0.3591383993625641, "eval_runtime": 42.7423, "eval_samples_per_second": 60.689, "eval_steps_per_second": 7.604, "step": 2200 }, { "epoch": 6.91, "learning_rate": 2.734375e-05, "loss": 0.009, "step": 2210 }, { "epoch": 6.94, "learning_rate": 2.6562500000000002e-05, "loss": 0.0086, "step": 2220 }, { "epoch": 6.97, "learning_rate": 2.578125e-05, "loss": 0.0161, "step": 2230 }, { "epoch": 7.0, "learning_rate": 2.5e-05, "loss": 0.0222, "step": 2240 }, { "epoch": 7.03, "learning_rate": 2.4218750000000003e-05, "loss": 0.0092, "step": 2250 }, { "epoch": 7.06, "learning_rate": 2.34375e-05, "loss": 0.0096, "step": 2260 }, { "epoch": 7.09, "learning_rate": 2.2656250000000002e-05, "loss": 0.0083, "step": 2270 }, { "epoch": 7.12, "learning_rate": 2.1875e-05, "loss": 0.0076, "step": 2280 }, { "epoch": 7.16, "learning_rate": 2.109375e-05, "loss": 0.0082, "step": 2290 }, { "epoch": 7.19, "learning_rate": 2.0312500000000002e-05, "loss": 0.0072, "step": 2300 }, { "epoch": 7.19, "eval_accuracy": 0.9121048573631457, "eval_loss": 0.3541559875011444, "eval_runtime": 42.8947, "eval_samples_per_second": 60.474, "eval_steps_per_second": 7.577, "step": 2300 }, { "epoch": 7.22, "learning_rate": 1.953125e-05, "loss": 0.0075, "step": 2310 }, { "epoch": 7.25, "learning_rate": 1.8750000000000002e-05, "loss": 0.0077, "step": 2320 }, { "epoch": 7.28, "learning_rate": 1.796875e-05, "loss": 0.0077, "step": 2330 }, { "epoch": 7.31, "learning_rate": 1.71875e-05, "loss": 0.008, "step": 2340 }, { "epoch": 7.34, "learning_rate": 1.6406250000000002e-05, "loss": 0.0156, "step": 2350 }, { "epoch": 7.38, "learning_rate": 1.5625e-05, "loss": 0.0079, "step": 2360 }, { "epoch": 7.41, "learning_rate": 1.484375e-05, "loss": 0.0082, "step": 2370 }, { "epoch": 7.44, "learning_rate": 1.4062500000000001e-05, "loss": 0.007, "step": 2380 }, { "epoch": 7.47, "learning_rate": 1.3281250000000001e-05, "loss": 0.0073, "step": 2390 }, { "epoch": 7.5, "learning_rate": 1.25e-05, "loss": 0.007, "step": 2400 }, { "epoch": 7.5, "eval_accuracy": 0.9105628373168851, "eval_loss": 0.3532123565673828, "eval_runtime": 43.0876, "eval_samples_per_second": 60.203, "eval_steps_per_second": 7.543, "step": 2400 }, { "epoch": 7.53, "learning_rate": 1.171875e-05, "loss": 0.0079, "step": 2410 }, { "epoch": 7.56, "learning_rate": 1.09375e-05, "loss": 0.0092, "step": 2420 }, { "epoch": 7.59, "learning_rate": 1.0156250000000001e-05, "loss": 0.0073, "step": 2430 }, { "epoch": 7.62, "learning_rate": 9.375000000000001e-06, "loss": 0.0077, "step": 2440 }, { "epoch": 7.66, "learning_rate": 8.59375e-06, "loss": 0.0077, "step": 2450 }, { "epoch": 7.69, "learning_rate": 7.8125e-06, "loss": 0.007, "step": 2460 }, { "epoch": 7.72, "learning_rate": 7.031250000000001e-06, "loss": 0.0082, "step": 2470 }, { "epoch": 7.75, "learning_rate": 6.25e-06, "loss": 0.0073, "step": 2480 }, { "epoch": 7.78, "learning_rate": 5.46875e-06, "loss": 0.007, "step": 2490 }, { "epoch": 7.81, "learning_rate": 4.6875000000000004e-06, "loss": 0.007, "step": 2500 }, { "epoch": 7.81, "eval_accuracy": 0.9113338473400154, "eval_loss": 0.35198959708213806, "eval_runtime": 42.6761, "eval_samples_per_second": 60.783, "eval_steps_per_second": 7.615, "step": 2500 }, { "epoch": 7.84, "learning_rate": 3.90625e-06, "loss": 0.0069, "step": 2510 }, { "epoch": 7.88, "learning_rate": 3.125e-06, "loss": 0.0077, "step": 2520 }, { "epoch": 7.91, "learning_rate": 2.3437500000000002e-06, "loss": 0.0065, "step": 2530 }, { "epoch": 7.94, "learning_rate": 1.5625e-06, "loss": 0.007, "step": 2540 }, { "epoch": 7.97, "learning_rate": 7.8125e-07, "loss": 0.0082, "step": 2550 }, { "epoch": 8.0, "learning_rate": 0.0, "loss": 0.0089, "step": 2560 }, { "epoch": 8.0, "step": 2560, "total_flos": 6.337884979995771e+18, "train_loss": 0.5420162634982262, "train_runtime": 3330.2524, "train_samples_per_second": 24.527, "train_steps_per_second": 0.769 } ], "max_steps": 2560, "num_train_epochs": 8, "total_flos": 6.337884979995771e+18, "trial_name": null, "trial_params": null }