{ "best_metric": 0.26566287875175476, "best_model_checkpoint": "./cocoa_outputs_resnet/checkpoint-6468", "epoch": 100.0, "eval_steps": 500, "global_step": 19600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05102040816326531, "grad_norm": 4.57908821105957, "learning_rate": 1.998979591836735e-05, "loss": 1.7911, "step": 10 }, { "epoch": 0.10204081632653061, "grad_norm": 4.909427165985107, "learning_rate": 1.9979591836734697e-05, "loss": 1.7576, "step": 20 }, { "epoch": 0.15306122448979592, "grad_norm": 4.646119117736816, "learning_rate": 1.9969387755102042e-05, "loss": 1.7171, "step": 30 }, { "epoch": 0.20408163265306123, "grad_norm": 4.798040866851807, "learning_rate": 1.9959183673469388e-05, "loss": 1.6832, "step": 40 }, { "epoch": 0.25510204081632654, "grad_norm": 4.766178131103516, "learning_rate": 1.9948979591836737e-05, "loss": 1.615, "step": 50 }, { "epoch": 0.30612244897959184, "grad_norm": 4.4977617263793945, "learning_rate": 1.9938775510204083e-05, "loss": 1.5784, "step": 60 }, { "epoch": 0.35714285714285715, "grad_norm": 4.778722286224365, "learning_rate": 1.992857142857143e-05, "loss": 1.5465, "step": 70 }, { "epoch": 0.40816326530612246, "grad_norm": 4.473388195037842, "learning_rate": 1.9918367346938775e-05, "loss": 1.506, "step": 80 }, { "epoch": 0.45918367346938777, "grad_norm": 4.812692642211914, "learning_rate": 1.9908163265306124e-05, "loss": 1.4882, "step": 90 }, { "epoch": 0.5102040816326531, "grad_norm": 4.0863494873046875, "learning_rate": 1.9897959183673473e-05, "loss": 1.4078, "step": 100 }, { "epoch": 0.5612244897959183, "grad_norm": 4.4336323738098145, "learning_rate": 1.988775510204082e-05, "loss": 1.404, "step": 110 }, { "epoch": 0.6122448979591837, "grad_norm": 4.0491719245910645, "learning_rate": 1.9877551020408165e-05, "loss": 1.34, "step": 120 }, { "epoch": 0.6632653061224489, "grad_norm": 4.225604057312012, "learning_rate": 1.986734693877551e-05, "loss": 1.2999, "step": 130 }, { "epoch": 0.7142857142857143, "grad_norm": 4.075715065002441, "learning_rate": 1.985714285714286e-05, "loss": 1.2529, "step": 140 }, { "epoch": 0.7653061224489796, "grad_norm": 4.563647747039795, "learning_rate": 1.9846938775510205e-05, "loss": 1.2366, "step": 150 }, { "epoch": 0.8163265306122449, "grad_norm": 4.373153209686279, "learning_rate": 1.983673469387755e-05, "loss": 1.1994, "step": 160 }, { "epoch": 0.8673469387755102, "grad_norm": 4.007843971252441, "learning_rate": 1.9826530612244897e-05, "loss": 1.149, "step": 170 }, { "epoch": 0.9183673469387755, "grad_norm": 3.800847291946411, "learning_rate": 1.9816326530612246e-05, "loss": 1.137, "step": 180 }, { "epoch": 0.9693877551020408, "grad_norm": 3.8902652263641357, "learning_rate": 1.9806122448979595e-05, "loss": 1.0627, "step": 190 }, { "epoch": 1.0, "eval_accuracy": 0.5595667870036101, "eval_loss": 1.5222723484039307, "eval_runtime": 0.9755, "eval_samples_per_second": 283.96, "eval_steps_per_second": 35.879, "step": 196 }, { "epoch": 1.0204081632653061, "grad_norm": 5.571325778961182, "learning_rate": 1.979591836734694e-05, "loss": 1.0586, "step": 200 }, { "epoch": 1.0714285714285714, "grad_norm": 5.324435710906982, "learning_rate": 1.9785714285714287e-05, "loss": 1.009, "step": 210 }, { "epoch": 1.1224489795918366, "grad_norm": 4.557438850402832, "learning_rate": 1.9775510204081633e-05, "loss": 0.9619, "step": 220 }, { "epoch": 1.1734693877551021, "grad_norm": 4.46217679977417, "learning_rate": 1.9765306122448982e-05, "loss": 0.9068, "step": 230 }, { "epoch": 1.2244897959183674, "grad_norm": 3.9600579738616943, "learning_rate": 1.9755102040816328e-05, "loss": 0.8059, "step": 240 }, { "epoch": 1.2755102040816326, "grad_norm": 5.61907958984375, "learning_rate": 1.9744897959183677e-05, "loss": 0.9749, "step": 250 }, { "epoch": 1.3265306122448979, "grad_norm": 3.644207239151001, "learning_rate": 1.9734693877551023e-05, "loss": 0.8702, "step": 260 }, { "epoch": 1.3775510204081631, "grad_norm": 3.3476579189300537, "learning_rate": 1.972448979591837e-05, "loss": 0.8272, "step": 270 }, { "epoch": 1.4285714285714286, "grad_norm": 3.4033284187316895, "learning_rate": 1.9714285714285718e-05, "loss": 0.7383, "step": 280 }, { "epoch": 1.4795918367346939, "grad_norm": 5.9955034255981445, "learning_rate": 1.9704081632653063e-05, "loss": 0.9357, "step": 290 }, { "epoch": 1.5306122448979593, "grad_norm": 5.240922451019287, "learning_rate": 1.969387755102041e-05, "loss": 0.8436, "step": 300 }, { "epoch": 1.5816326530612246, "grad_norm": 2.973389148712158, "learning_rate": 1.9683673469387755e-05, "loss": 0.7505, "step": 310 }, { "epoch": 1.6326530612244898, "grad_norm": 4.997092247009277, "learning_rate": 1.9673469387755104e-05, "loss": 0.7463, "step": 320 }, { "epoch": 1.683673469387755, "grad_norm": 5.728514671325684, "learning_rate": 1.966326530612245e-05, "loss": 0.8559, "step": 330 }, { "epoch": 1.7346938775510203, "grad_norm": 4.56866455078125, "learning_rate": 1.96530612244898e-05, "loss": 0.7695, "step": 340 }, { "epoch": 1.7857142857142856, "grad_norm": 5.454906940460205, "learning_rate": 1.9642857142857145e-05, "loss": 0.6812, "step": 350 }, { "epoch": 1.836734693877551, "grad_norm": 3.0533580780029297, "learning_rate": 1.963265306122449e-05, "loss": 0.7244, "step": 360 }, { "epoch": 1.8877551020408163, "grad_norm": 5.244307994842529, "learning_rate": 1.962244897959184e-05, "loss": 0.7089, "step": 370 }, { "epoch": 1.9387755102040818, "grad_norm": 2.4669547080993652, "learning_rate": 1.9612244897959186e-05, "loss": 0.7261, "step": 380 }, { "epoch": 1.989795918367347, "grad_norm": 3.281259059906006, "learning_rate": 1.960204081632653e-05, "loss": 0.591, "step": 390 }, { "epoch": 2.0, "eval_accuracy": 0.8303249097472925, "eval_loss": 0.8974758386611938, "eval_runtime": 0.9365, "eval_samples_per_second": 295.777, "eval_steps_per_second": 37.373, "step": 392 }, { "epoch": 2.0408163265306123, "grad_norm": 3.226776361465454, "learning_rate": 1.9591836734693877e-05, "loss": 0.5875, "step": 400 }, { "epoch": 2.0918367346938775, "grad_norm": 4.076236724853516, "learning_rate": 1.9581632653061227e-05, "loss": 0.5969, "step": 410 }, { "epoch": 2.142857142857143, "grad_norm": 6.054863929748535, "learning_rate": 1.9571428571428572e-05, "loss": 0.6501, "step": 420 }, { "epoch": 2.193877551020408, "grad_norm": 3.8678038120269775, "learning_rate": 1.956122448979592e-05, "loss": 0.602, "step": 430 }, { "epoch": 2.2448979591836733, "grad_norm": 3.923830032348633, "learning_rate": 1.9551020408163267e-05, "loss": 0.5332, "step": 440 }, { "epoch": 2.295918367346939, "grad_norm": 2.2238922119140625, "learning_rate": 1.9540816326530613e-05, "loss": 0.6505, "step": 450 }, { "epoch": 2.3469387755102042, "grad_norm": 3.5019683837890625, "learning_rate": 1.9530612244897962e-05, "loss": 0.5529, "step": 460 }, { "epoch": 2.3979591836734695, "grad_norm": 3.935518264770508, "learning_rate": 1.9520408163265308e-05, "loss": 0.6241, "step": 470 }, { "epoch": 2.4489795918367347, "grad_norm": 2.3772923946380615, "learning_rate": 1.9510204081632654e-05, "loss": 0.6224, "step": 480 }, { "epoch": 2.5, "grad_norm": 6.30583381652832, "learning_rate": 1.95e-05, "loss": 0.4854, "step": 490 }, { "epoch": 2.5510204081632653, "grad_norm": 2.9505112171173096, "learning_rate": 1.948979591836735e-05, "loss": 0.6642, "step": 500 }, { "epoch": 2.6020408163265305, "grad_norm": 2.7075178623199463, "learning_rate": 1.9479591836734695e-05, "loss": 0.5366, "step": 510 }, { "epoch": 2.6530612244897958, "grad_norm": 2.4478352069854736, "learning_rate": 1.9469387755102044e-05, "loss": 0.52, "step": 520 }, { "epoch": 2.704081632653061, "grad_norm": 6.208697319030762, "learning_rate": 1.945918367346939e-05, "loss": 0.6528, "step": 530 }, { "epoch": 2.7551020408163263, "grad_norm": 5.765097141265869, "learning_rate": 1.9448979591836735e-05, "loss": 0.683, "step": 540 }, { "epoch": 2.806122448979592, "grad_norm": 2.4912049770355225, "learning_rate": 1.9438775510204085e-05, "loss": 0.4997, "step": 550 }, { "epoch": 2.857142857142857, "grad_norm": 3.521888494491577, "learning_rate": 1.942857142857143e-05, "loss": 0.5453, "step": 560 }, { "epoch": 2.9081632653061225, "grad_norm": 3.898709535598755, "learning_rate": 1.941836734693878e-05, "loss": 0.5242, "step": 570 }, { "epoch": 2.9591836734693877, "grad_norm": 6.8352437019348145, "learning_rate": 1.9408163265306122e-05, "loss": 0.6623, "step": 580 }, { "epoch": 3.0, "eval_accuracy": 0.8772563176895307, "eval_loss": 0.6563544273376465, "eval_runtime": 0.9345, "eval_samples_per_second": 296.427, "eval_steps_per_second": 37.455, "step": 588 }, { "epoch": 3.010204081632653, "grad_norm": 6.536755084991455, "learning_rate": 1.939795918367347e-05, "loss": 0.5816, "step": 590 }, { "epoch": 3.061224489795918, "grad_norm": 4.247134685516357, "learning_rate": 1.9387755102040817e-05, "loss": 0.6536, "step": 600 }, { "epoch": 3.1122448979591835, "grad_norm": 5.93636417388916, "learning_rate": 1.9377551020408166e-05, "loss": 0.5808, "step": 610 }, { "epoch": 3.163265306122449, "grad_norm": 3.8680365085601807, "learning_rate": 1.9367346938775512e-05, "loss": 0.5401, "step": 620 }, { "epoch": 3.2142857142857144, "grad_norm": 4.432985305786133, "learning_rate": 1.9357142857142858e-05, "loss": 0.5204, "step": 630 }, { "epoch": 3.2653061224489797, "grad_norm": 6.848782062530518, "learning_rate": 1.9346938775510207e-05, "loss": 0.5037, "step": 640 }, { "epoch": 3.316326530612245, "grad_norm": 3.865110158920288, "learning_rate": 1.9336734693877553e-05, "loss": 0.4718, "step": 650 }, { "epoch": 3.36734693877551, "grad_norm": 7.135827541351318, "learning_rate": 1.9326530612244902e-05, "loss": 0.5719, "step": 660 }, { "epoch": 3.4183673469387754, "grad_norm": 6.565048694610596, "learning_rate": 1.9316326530612248e-05, "loss": 0.5502, "step": 670 }, { "epoch": 3.4693877551020407, "grad_norm": 3.097395420074463, "learning_rate": 1.9306122448979593e-05, "loss": 0.6063, "step": 680 }, { "epoch": 3.520408163265306, "grad_norm": 2.708237886428833, "learning_rate": 1.929591836734694e-05, "loss": 0.4113, "step": 690 }, { "epoch": 3.571428571428571, "grad_norm": 3.084146738052368, "learning_rate": 1.928571428571429e-05, "loss": 0.4986, "step": 700 }, { "epoch": 3.622448979591837, "grad_norm": 1.5593074560165405, "learning_rate": 1.9275510204081634e-05, "loss": 0.465, "step": 710 }, { "epoch": 3.673469387755102, "grad_norm": 3.1597211360931396, "learning_rate": 1.926530612244898e-05, "loss": 0.611, "step": 720 }, { "epoch": 3.7244897959183674, "grad_norm": 4.91085147857666, "learning_rate": 1.925510204081633e-05, "loss": 0.5452, "step": 730 }, { "epoch": 3.7755102040816326, "grad_norm": 4.3785505294799805, "learning_rate": 1.9244897959183675e-05, "loss": 0.3833, "step": 740 }, { "epoch": 3.826530612244898, "grad_norm": 1.9421954154968262, "learning_rate": 1.9234693877551024e-05, "loss": 0.7101, "step": 750 }, { "epoch": 3.877551020408163, "grad_norm": 2.2657201290130615, "learning_rate": 1.922448979591837e-05, "loss": 0.3817, "step": 760 }, { "epoch": 3.928571428571429, "grad_norm": 2.7672324180603027, "learning_rate": 1.9214285714285716e-05, "loss": 0.4854, "step": 770 }, { "epoch": 3.979591836734694, "grad_norm": 2.3359146118164062, "learning_rate": 1.920408163265306e-05, "loss": 0.4874, "step": 780 }, { "epoch": 4.0, "eval_accuracy": 0.8339350180505415, "eval_loss": 0.6841569542884827, "eval_runtime": 0.9488, "eval_samples_per_second": 291.94, "eval_steps_per_second": 36.888, "step": 784 }, { "epoch": 4.030612244897959, "grad_norm": 2.9338905811309814, "learning_rate": 1.919387755102041e-05, "loss": 0.4634, "step": 790 }, { "epoch": 4.081632653061225, "grad_norm": 1.7526339292526245, "learning_rate": 1.9183673469387756e-05, "loss": 0.5248, "step": 800 }, { "epoch": 4.13265306122449, "grad_norm": 2.1538479328155518, "learning_rate": 1.9173469387755102e-05, "loss": 0.3662, "step": 810 }, { "epoch": 4.183673469387755, "grad_norm": 4.566152572631836, "learning_rate": 1.916326530612245e-05, "loss": 0.483, "step": 820 }, { "epoch": 4.23469387755102, "grad_norm": 5.012964725494385, "learning_rate": 1.9153061224489797e-05, "loss": 0.5225, "step": 830 }, { "epoch": 4.285714285714286, "grad_norm": 1.5150026082992554, "learning_rate": 1.9142857142857146e-05, "loss": 0.389, "step": 840 }, { "epoch": 4.336734693877551, "grad_norm": 7.2560296058654785, "learning_rate": 1.9132653061224492e-05, "loss": 0.3931, "step": 850 }, { "epoch": 4.387755102040816, "grad_norm": 1.9941030740737915, "learning_rate": 1.9122448979591838e-05, "loss": 0.5159, "step": 860 }, { "epoch": 4.438775510204081, "grad_norm": 4.368014335632324, "learning_rate": 1.9112244897959184e-05, "loss": 0.468, "step": 870 }, { "epoch": 4.489795918367347, "grad_norm": 2.1148953437805176, "learning_rate": 1.9102040816326533e-05, "loss": 0.5074, "step": 880 }, { "epoch": 4.540816326530612, "grad_norm": 8.519877433776855, "learning_rate": 1.909183673469388e-05, "loss": 0.5314, "step": 890 }, { "epoch": 4.591836734693878, "grad_norm": 2.9456112384796143, "learning_rate": 1.9081632653061225e-05, "loss": 0.534, "step": 900 }, { "epoch": 4.642857142857143, "grad_norm": 7.007885932922363, "learning_rate": 1.9071428571428574e-05, "loss": 0.6075, "step": 910 }, { "epoch": 4.6938775510204085, "grad_norm": 5.156570911407471, "learning_rate": 1.906122448979592e-05, "loss": 0.4616, "step": 920 }, { "epoch": 4.744897959183674, "grad_norm": 1.7120983600616455, "learning_rate": 1.905102040816327e-05, "loss": 0.4637, "step": 930 }, { "epoch": 4.795918367346939, "grad_norm": 1.9243345260620117, "learning_rate": 1.9040816326530614e-05, "loss": 0.3998, "step": 940 }, { "epoch": 4.846938775510204, "grad_norm": 5.795691013336182, "learning_rate": 1.903061224489796e-05, "loss": 0.4539, "step": 950 }, { "epoch": 4.8979591836734695, "grad_norm": 1.691705584526062, "learning_rate": 1.9020408163265306e-05, "loss": 0.4351, "step": 960 }, { "epoch": 4.948979591836735, "grad_norm": 6.1225199699401855, "learning_rate": 1.9010204081632655e-05, "loss": 0.7722, "step": 970 }, { "epoch": 5.0, "grad_norm": 8.150745391845703, "learning_rate": 1.9e-05, "loss": 0.4671, "step": 980 }, { "epoch": 5.0, "eval_accuracy": 0.8808664259927798, "eval_loss": 0.48941850662231445, "eval_runtime": 0.9622, "eval_samples_per_second": 287.881, "eval_steps_per_second": 36.375, "step": 980 }, { "epoch": 5.051020408163265, "grad_norm": 6.351683139801025, "learning_rate": 1.898979591836735e-05, "loss": 0.3814, "step": 990 }, { "epoch": 5.1020408163265305, "grad_norm": 3.669525384902954, "learning_rate": 1.8979591836734696e-05, "loss": 0.6377, "step": 1000 }, { "epoch": 5.153061224489796, "grad_norm": 4.838572025299072, "learning_rate": 1.8969387755102042e-05, "loss": 0.283, "step": 1010 }, { "epoch": 5.204081632653061, "grad_norm": 5.346072196960449, "learning_rate": 1.895918367346939e-05, "loss": 0.3222, "step": 1020 }, { "epoch": 5.255102040816326, "grad_norm": 7.749392986297607, "learning_rate": 1.8948979591836737e-05, "loss": 0.5852, "step": 1030 }, { "epoch": 5.3061224489795915, "grad_norm": 5.017237186431885, "learning_rate": 1.8938775510204083e-05, "loss": 0.4062, "step": 1040 }, { "epoch": 5.357142857142857, "grad_norm": 3.6488564014434814, "learning_rate": 1.892857142857143e-05, "loss": 0.4372, "step": 1050 }, { "epoch": 5.408163265306122, "grad_norm": 1.9676110744476318, "learning_rate": 1.8918367346938778e-05, "loss": 0.5442, "step": 1060 }, { "epoch": 5.459183673469388, "grad_norm": 1.5495046377182007, "learning_rate": 1.8908163265306123e-05, "loss": 0.3801, "step": 1070 }, { "epoch": 5.510204081632653, "grad_norm": 3.1108131408691406, "learning_rate": 1.8897959183673473e-05, "loss": 0.5089, "step": 1080 }, { "epoch": 5.561224489795919, "grad_norm": 0.8886075615882874, "learning_rate": 1.888775510204082e-05, "loss": 0.6294, "step": 1090 }, { "epoch": 5.612244897959184, "grad_norm": 2.3292956352233887, "learning_rate": 1.8877551020408164e-05, "loss": 0.7783, "step": 1100 }, { "epoch": 5.663265306122449, "grad_norm": 6.512946128845215, "learning_rate": 1.8867346938775513e-05, "loss": 0.3822, "step": 1110 }, { "epoch": 5.714285714285714, "grad_norm": 1.3272405862808228, "learning_rate": 1.885714285714286e-05, "loss": 0.463, "step": 1120 }, { "epoch": 5.76530612244898, "grad_norm": 5.868877410888672, "learning_rate": 1.8846938775510205e-05, "loss": 0.4467, "step": 1130 }, { "epoch": 5.816326530612245, "grad_norm": 3.6009857654571533, "learning_rate": 1.883673469387755e-05, "loss": 0.4185, "step": 1140 }, { "epoch": 5.86734693877551, "grad_norm": 4.642253875732422, "learning_rate": 1.88265306122449e-05, "loss": 0.4854, "step": 1150 }, { "epoch": 5.918367346938775, "grad_norm": 3.2264819145202637, "learning_rate": 1.8816326530612246e-05, "loss": 0.3584, "step": 1160 }, { "epoch": 5.969387755102041, "grad_norm": 2.7333457469940186, "learning_rate": 1.8806122448979595e-05, "loss": 0.5623, "step": 1170 }, { "epoch": 6.0, "eval_accuracy": 0.8736462093862816, "eval_loss": 0.41603580117225647, "eval_runtime": 0.9437, "eval_samples_per_second": 293.529, "eval_steps_per_second": 37.088, "step": 1176 }, { "epoch": 6.020408163265306, "grad_norm": 3.8172926902770996, "learning_rate": 1.879591836734694e-05, "loss": 0.5799, "step": 1180 }, { "epoch": 6.071428571428571, "grad_norm": 5.174800395965576, "learning_rate": 1.8785714285714286e-05, "loss": 0.3616, "step": 1190 }, { "epoch": 6.122448979591836, "grad_norm": 4.672287940979004, "learning_rate": 1.8775510204081636e-05, "loss": 0.362, "step": 1200 }, { "epoch": 6.173469387755102, "grad_norm": 1.3142999410629272, "learning_rate": 1.876530612244898e-05, "loss": 0.3637, "step": 1210 }, { "epoch": 6.224489795918367, "grad_norm": 3.4073710441589355, "learning_rate": 1.8755102040816327e-05, "loss": 0.3755, "step": 1220 }, { "epoch": 6.275510204081632, "grad_norm": 0.8577567338943481, "learning_rate": 1.8744897959183673e-05, "loss": 0.2254, "step": 1230 }, { "epoch": 6.326530612244898, "grad_norm": 3.5044026374816895, "learning_rate": 1.8734693877551022e-05, "loss": 0.3727, "step": 1240 }, { "epoch": 6.377551020408164, "grad_norm": 6.610156059265137, "learning_rate": 1.8724489795918368e-05, "loss": 0.8675, "step": 1250 }, { "epoch": 6.428571428571429, "grad_norm": 2.974456787109375, "learning_rate": 1.8714285714285717e-05, "loss": 0.6604, "step": 1260 }, { "epoch": 6.479591836734694, "grad_norm": 3.033073902130127, "learning_rate": 1.8704081632653063e-05, "loss": 0.3997, "step": 1270 }, { "epoch": 6.530612244897959, "grad_norm": 4.493134498596191, "learning_rate": 1.869387755102041e-05, "loss": 0.4472, "step": 1280 }, { "epoch": 6.581632653061225, "grad_norm": 2.4048378467559814, "learning_rate": 1.8683673469387758e-05, "loss": 0.2935, "step": 1290 }, { "epoch": 6.63265306122449, "grad_norm": 4.755849838256836, "learning_rate": 1.8673469387755104e-05, "loss": 0.5393, "step": 1300 }, { "epoch": 6.683673469387755, "grad_norm": 1.5519723892211914, "learning_rate": 1.866326530612245e-05, "loss": 0.4035, "step": 1310 }, { "epoch": 6.73469387755102, "grad_norm": 2.7238337993621826, "learning_rate": 1.8653061224489795e-05, "loss": 0.367, "step": 1320 }, { "epoch": 6.785714285714286, "grad_norm": 7.095693588256836, "learning_rate": 1.8642857142857144e-05, "loss": 0.5464, "step": 1330 }, { "epoch": 6.836734693877551, "grad_norm": 1.5902338027954102, "learning_rate": 1.863265306122449e-05, "loss": 0.5423, "step": 1340 }, { "epoch": 6.887755102040816, "grad_norm": 3.9222233295440674, "learning_rate": 1.862244897959184e-05, "loss": 0.3587, "step": 1350 }, { "epoch": 6.938775510204081, "grad_norm": 6.730372905731201, "learning_rate": 1.8612244897959185e-05, "loss": 0.384, "step": 1360 }, { "epoch": 6.989795918367347, "grad_norm": 3.2234292030334473, "learning_rate": 1.860204081632653e-05, "loss": 0.3917, "step": 1370 }, { "epoch": 7.0, "eval_accuracy": 0.8844765342960289, "eval_loss": 0.40221381187438965, "eval_runtime": 0.994, "eval_samples_per_second": 278.684, "eval_steps_per_second": 35.213, "step": 1372 }, { "epoch": 7.040816326530612, "grad_norm": 7.335348606109619, "learning_rate": 1.859183673469388e-05, "loss": 0.6036, "step": 1380 }, { "epoch": 7.091836734693878, "grad_norm": 1.62227201461792, "learning_rate": 1.8581632653061226e-05, "loss": 0.1956, "step": 1390 }, { "epoch": 7.142857142857143, "grad_norm": 3.523392915725708, "learning_rate": 1.8571428571428575e-05, "loss": 0.3493, "step": 1400 }, { "epoch": 7.1938775510204085, "grad_norm": 9.984464645385742, "learning_rate": 1.856122448979592e-05, "loss": 0.6654, "step": 1410 }, { "epoch": 7.244897959183674, "grad_norm": 3.143925189971924, "learning_rate": 1.8551020408163267e-05, "loss": 0.3959, "step": 1420 }, { "epoch": 7.295918367346939, "grad_norm": 6.098402976989746, "learning_rate": 1.8540816326530613e-05, "loss": 0.6455, "step": 1430 }, { "epoch": 7.346938775510204, "grad_norm": 3.7786874771118164, "learning_rate": 1.853061224489796e-05, "loss": 0.2466, "step": 1440 }, { "epoch": 7.3979591836734695, "grad_norm": 5.968966484069824, "learning_rate": 1.8520408163265307e-05, "loss": 0.1962, "step": 1450 }, { "epoch": 7.448979591836735, "grad_norm": 3.820188045501709, "learning_rate": 1.8510204081632653e-05, "loss": 0.5675, "step": 1460 }, { "epoch": 7.5, "grad_norm": 7.745204448699951, "learning_rate": 1.8500000000000002e-05, "loss": 0.3934, "step": 1470 }, { "epoch": 7.551020408163265, "grad_norm": 4.091207981109619, "learning_rate": 1.8489795918367348e-05, "loss": 0.4264, "step": 1480 }, { "epoch": 7.6020408163265305, "grad_norm": 3.334214448928833, "learning_rate": 1.8479591836734697e-05, "loss": 0.3577, "step": 1490 }, { "epoch": 7.653061224489796, "grad_norm": 1.8498873710632324, "learning_rate": 1.8469387755102043e-05, "loss": 0.6491, "step": 1500 }, { "epoch": 7.704081632653061, "grad_norm": 2.124959945678711, "learning_rate": 1.845918367346939e-05, "loss": 0.3526, "step": 1510 }, { "epoch": 7.755102040816326, "grad_norm": 5.348793983459473, "learning_rate": 1.8448979591836735e-05, "loss": 0.5161, "step": 1520 }, { "epoch": 7.8061224489795915, "grad_norm": 5.554693222045898, "learning_rate": 1.8438775510204084e-05, "loss": 0.3795, "step": 1530 }, { "epoch": 7.857142857142857, "grad_norm": 4.88253927230835, "learning_rate": 1.842857142857143e-05, "loss": 0.5021, "step": 1540 }, { "epoch": 7.908163265306122, "grad_norm": 3.2645864486694336, "learning_rate": 1.8418367346938776e-05, "loss": 0.3677, "step": 1550 }, { "epoch": 7.959183673469388, "grad_norm": 6.154125690460205, "learning_rate": 1.8408163265306125e-05, "loss": 0.3153, "step": 1560 }, { "epoch": 8.0, "eval_accuracy": 0.8411552346570397, "eval_loss": 0.4939042627811432, "eval_runtime": 0.9307, "eval_samples_per_second": 297.613, "eval_steps_per_second": 37.605, "step": 1568 }, { "epoch": 8.010204081632653, "grad_norm": 5.937544822692871, "learning_rate": 1.839795918367347e-05, "loss": 0.3933, "step": 1570 }, { "epoch": 8.061224489795919, "grad_norm": 6.466835021972656, "learning_rate": 1.838775510204082e-05, "loss": 0.4626, "step": 1580 }, { "epoch": 8.112244897959183, "grad_norm": 2.7466700077056885, "learning_rate": 1.8377551020408165e-05, "loss": 0.5429, "step": 1590 }, { "epoch": 8.16326530612245, "grad_norm": 0.5636491179466248, "learning_rate": 1.836734693877551e-05, "loss": 0.4122, "step": 1600 }, { "epoch": 8.214285714285714, "grad_norm": 2.0550692081451416, "learning_rate": 1.8357142857142857e-05, "loss": 0.3833, "step": 1610 }, { "epoch": 8.26530612244898, "grad_norm": 1.9433763027191162, "learning_rate": 1.8346938775510206e-05, "loss": 0.3483, "step": 1620 }, { "epoch": 8.316326530612244, "grad_norm": 1.361655831336975, "learning_rate": 1.8336734693877552e-05, "loss": 0.5256, "step": 1630 }, { "epoch": 8.36734693877551, "grad_norm": 0.9611966013908386, "learning_rate": 1.8326530612244898e-05, "loss": 0.4249, "step": 1640 }, { "epoch": 8.418367346938776, "grad_norm": 1.3870189189910889, "learning_rate": 1.8316326530612247e-05, "loss": 0.2141, "step": 1650 }, { "epoch": 8.46938775510204, "grad_norm": 1.577960729598999, "learning_rate": 1.8306122448979593e-05, "loss": 0.5005, "step": 1660 }, { "epoch": 8.520408163265307, "grad_norm": 3.716379404067993, "learning_rate": 1.8295918367346942e-05, "loss": 0.3459, "step": 1670 }, { "epoch": 8.571428571428571, "grad_norm": 5.005441188812256, "learning_rate": 1.8285714285714288e-05, "loss": 0.3062, "step": 1680 }, { "epoch": 8.622448979591837, "grad_norm": 4.600987434387207, "learning_rate": 1.8275510204081634e-05, "loss": 0.3241, "step": 1690 }, { "epoch": 8.673469387755102, "grad_norm": 5.137531757354736, "learning_rate": 1.826530612244898e-05, "loss": 0.5951, "step": 1700 }, { "epoch": 8.724489795918368, "grad_norm": 2.3758299350738525, "learning_rate": 1.825510204081633e-05, "loss": 0.3967, "step": 1710 }, { "epoch": 8.775510204081632, "grad_norm": 1.4290903806686401, "learning_rate": 1.8244897959183674e-05, "loss": 0.3694, "step": 1720 }, { "epoch": 8.826530612244898, "grad_norm": 5.8770432472229, "learning_rate": 1.823469387755102e-05, "loss": 0.4959, "step": 1730 }, { "epoch": 8.877551020408163, "grad_norm": 8.544288635253906, "learning_rate": 1.822448979591837e-05, "loss": 0.416, "step": 1740 }, { "epoch": 8.928571428571429, "grad_norm": 0.7648389339447021, "learning_rate": 1.8214285714285715e-05, "loss": 0.3586, "step": 1750 }, { "epoch": 8.979591836734693, "grad_norm": 7.747754096984863, "learning_rate": 1.8204081632653064e-05, "loss": 0.5814, "step": 1760 }, { "epoch": 9.0, "eval_accuracy": 0.8772563176895307, "eval_loss": 0.35403916239738464, "eval_runtime": 0.9416, "eval_samples_per_second": 294.185, "eval_steps_per_second": 37.171, "step": 1764 }, { "epoch": 9.03061224489796, "grad_norm": 7.367336750030518, "learning_rate": 1.819387755102041e-05, "loss": 0.39, "step": 1770 }, { "epoch": 9.081632653061224, "grad_norm": 5.418698310852051, "learning_rate": 1.8183673469387756e-05, "loss": 0.3316, "step": 1780 }, { "epoch": 9.13265306122449, "grad_norm": 1.490496277809143, "learning_rate": 1.81734693877551e-05, "loss": 0.4636, "step": 1790 }, { "epoch": 9.183673469387756, "grad_norm": 4.0167646408081055, "learning_rate": 1.816326530612245e-05, "loss": 0.2302, "step": 1800 }, { "epoch": 9.23469387755102, "grad_norm": 6.253035545349121, "learning_rate": 1.8153061224489797e-05, "loss": 0.4014, "step": 1810 }, { "epoch": 9.285714285714286, "grad_norm": 9.081564903259277, "learning_rate": 1.8142857142857146e-05, "loss": 0.4289, "step": 1820 }, { "epoch": 9.33673469387755, "grad_norm": 3.3292837142944336, "learning_rate": 1.813265306122449e-05, "loss": 0.4435, "step": 1830 }, { "epoch": 9.387755102040817, "grad_norm": 4.081367492675781, "learning_rate": 1.8122448979591837e-05, "loss": 0.6172, "step": 1840 }, { "epoch": 9.438775510204081, "grad_norm": 4.028370380401611, "learning_rate": 1.8112244897959187e-05, "loss": 0.3676, "step": 1850 }, { "epoch": 9.489795918367347, "grad_norm": 2.214043378829956, "learning_rate": 1.8102040816326532e-05, "loss": 0.2903, "step": 1860 }, { "epoch": 9.540816326530612, "grad_norm": 7.913087844848633, "learning_rate": 1.8091836734693878e-05, "loss": 0.5894, "step": 1870 }, { "epoch": 9.591836734693878, "grad_norm": 5.671935558319092, "learning_rate": 1.8081632653061224e-05, "loss": 0.2988, "step": 1880 }, { "epoch": 9.642857142857142, "grad_norm": 5.60788631439209, "learning_rate": 1.8071428571428573e-05, "loss": 0.462, "step": 1890 }, { "epoch": 9.693877551020408, "grad_norm": 2.223788261413574, "learning_rate": 1.806122448979592e-05, "loss": 0.4142, "step": 1900 }, { "epoch": 9.744897959183673, "grad_norm": 2.553497791290283, "learning_rate": 1.8051020408163268e-05, "loss": 0.3389, "step": 1910 }, { "epoch": 9.795918367346939, "grad_norm": 2.754664659500122, "learning_rate": 1.8040816326530614e-05, "loss": 0.3824, "step": 1920 }, { "epoch": 9.846938775510203, "grad_norm": 0.7434467077255249, "learning_rate": 1.803061224489796e-05, "loss": 0.4129, "step": 1930 }, { "epoch": 9.89795918367347, "grad_norm": 0.7156695127487183, "learning_rate": 1.802040816326531e-05, "loss": 0.3073, "step": 1940 }, { "epoch": 9.948979591836736, "grad_norm": 2.1877171993255615, "learning_rate": 1.8010204081632655e-05, "loss": 0.3985, "step": 1950 }, { "epoch": 10.0, "grad_norm": 4.8080620765686035, "learning_rate": 1.8e-05, "loss": 0.5883, "step": 1960 }, { "epoch": 10.0, "eval_accuracy": 0.8953068592057761, "eval_loss": 0.349290668964386, "eval_runtime": 0.9968, "eval_samples_per_second": 277.89, "eval_steps_per_second": 35.113, "step": 1960 }, { "epoch": 10.051020408163266, "grad_norm": 0.7896466255187988, "learning_rate": 1.7989795918367346e-05, "loss": 0.5032, "step": 1970 }, { "epoch": 10.10204081632653, "grad_norm": 0.5900990962982178, "learning_rate": 1.7979591836734695e-05, "loss": 0.3054, "step": 1980 }, { "epoch": 10.153061224489797, "grad_norm": 2.6685738563537598, "learning_rate": 1.796938775510204e-05, "loss": 0.4091, "step": 1990 }, { "epoch": 10.204081632653061, "grad_norm": 1.8895847797393799, "learning_rate": 1.795918367346939e-05, "loss": 0.337, "step": 2000 }, { "epoch": 10.255102040816327, "grad_norm": 5.3162665367126465, "learning_rate": 1.7948979591836736e-05, "loss": 0.3889, "step": 2010 }, { "epoch": 10.306122448979592, "grad_norm": 4.576247215270996, "learning_rate": 1.7938775510204082e-05, "loss": 0.4455, "step": 2020 }, { "epoch": 10.357142857142858, "grad_norm": 1.8315520286560059, "learning_rate": 1.792857142857143e-05, "loss": 0.2955, "step": 2030 }, { "epoch": 10.408163265306122, "grad_norm": 6.811487197875977, "learning_rate": 1.7918367346938777e-05, "loss": 0.4975, "step": 2040 }, { "epoch": 10.459183673469388, "grad_norm": 6.817623615264893, "learning_rate": 1.7908163265306123e-05, "loss": 0.5212, "step": 2050 }, { "epoch": 10.510204081632653, "grad_norm": 2.7684004306793213, "learning_rate": 1.789795918367347e-05, "loss": 0.3925, "step": 2060 }, { "epoch": 10.561224489795919, "grad_norm": 1.4127514362335205, "learning_rate": 1.7887755102040818e-05, "loss": 0.4752, "step": 2070 }, { "epoch": 10.612244897959183, "grad_norm": 6.725620269775391, "learning_rate": 1.7877551020408164e-05, "loss": 0.3967, "step": 2080 }, { "epoch": 10.66326530612245, "grad_norm": 3.6214230060577393, "learning_rate": 1.7867346938775513e-05, "loss": 0.6277, "step": 2090 }, { "epoch": 10.714285714285714, "grad_norm": 1.93522047996521, "learning_rate": 1.785714285714286e-05, "loss": 0.214, "step": 2100 }, { "epoch": 10.76530612244898, "grad_norm": 5.977639198303223, "learning_rate": 1.7846938775510204e-05, "loss": 0.3622, "step": 2110 }, { "epoch": 10.816326530612244, "grad_norm": 1.9556264877319336, "learning_rate": 1.7836734693877553e-05, "loss": 0.4324, "step": 2120 }, { "epoch": 10.86734693877551, "grad_norm": 7.346195697784424, "learning_rate": 1.78265306122449e-05, "loss": 0.2873, "step": 2130 }, { "epoch": 10.918367346938776, "grad_norm": 6.110283374786377, "learning_rate": 1.781632653061225e-05, "loss": 0.5476, "step": 2140 }, { "epoch": 10.96938775510204, "grad_norm": 10.262624740600586, "learning_rate": 1.780612244897959e-05, "loss": 0.4616, "step": 2150 }, { "epoch": 11.0, "eval_accuracy": 0.776173285198556, "eval_loss": 0.7928438186645508, "eval_runtime": 0.959, "eval_samples_per_second": 288.836, "eval_steps_per_second": 36.495, "step": 2156 }, { "epoch": 11.020408163265307, "grad_norm": 1.9167275428771973, "learning_rate": 1.779591836734694e-05, "loss": 0.3289, "step": 2160 }, { "epoch": 11.071428571428571, "grad_norm": 1.6276081800460815, "learning_rate": 1.7785714285714286e-05, "loss": 0.3506, "step": 2170 }, { "epoch": 11.122448979591837, "grad_norm": 6.090387344360352, "learning_rate": 1.7775510204081635e-05, "loss": 0.3149, "step": 2180 }, { "epoch": 11.173469387755102, "grad_norm": 1.20468270778656, "learning_rate": 1.776530612244898e-05, "loss": 0.2804, "step": 2190 }, { "epoch": 11.224489795918368, "grad_norm": 9.119256019592285, "learning_rate": 1.7755102040816327e-05, "loss": 0.3767, "step": 2200 }, { "epoch": 11.275510204081632, "grad_norm": 3.9283931255340576, "learning_rate": 1.7744897959183676e-05, "loss": 0.5942, "step": 2210 }, { "epoch": 11.326530612244898, "grad_norm": 1.8245526552200317, "learning_rate": 1.773469387755102e-05, "loss": 0.3046, "step": 2220 }, { "epoch": 11.377551020408163, "grad_norm": 4.436433792114258, "learning_rate": 1.772448979591837e-05, "loss": 0.4403, "step": 2230 }, { "epoch": 11.428571428571429, "grad_norm": 5.837812423706055, "learning_rate": 1.7714285714285717e-05, "loss": 0.4211, "step": 2240 }, { "epoch": 11.479591836734693, "grad_norm": 1.7079073190689087, "learning_rate": 1.7704081632653062e-05, "loss": 0.5829, "step": 2250 }, { "epoch": 11.53061224489796, "grad_norm": 0.8393904566764832, "learning_rate": 1.7693877551020408e-05, "loss": 0.211, "step": 2260 }, { "epoch": 11.581632653061224, "grad_norm": 2.068840742111206, "learning_rate": 1.7683673469387757e-05, "loss": 0.2437, "step": 2270 }, { "epoch": 11.63265306122449, "grad_norm": 2.982731819152832, "learning_rate": 1.7673469387755103e-05, "loss": 0.2618, "step": 2280 }, { "epoch": 11.683673469387756, "grad_norm": 4.23781156539917, "learning_rate": 1.766326530612245e-05, "loss": 0.3905, "step": 2290 }, { "epoch": 11.73469387755102, "grad_norm": 5.205179214477539, "learning_rate": 1.7653061224489798e-05, "loss": 0.7493, "step": 2300 }, { "epoch": 11.785714285714286, "grad_norm": 1.835451364517212, "learning_rate": 1.7642857142857144e-05, "loss": 0.3456, "step": 2310 }, { "epoch": 11.83673469387755, "grad_norm": 4.031843662261963, "learning_rate": 1.7632653061224493e-05, "loss": 0.3092, "step": 2320 }, { "epoch": 11.887755102040817, "grad_norm": 5.397056579589844, "learning_rate": 1.762244897959184e-05, "loss": 0.3759, "step": 2330 }, { "epoch": 11.938775510204081, "grad_norm": 2.7502498626708984, "learning_rate": 1.7612244897959185e-05, "loss": 0.2369, "step": 2340 }, { "epoch": 11.989795918367347, "grad_norm": 4.946924209594727, "learning_rate": 1.760204081632653e-05, "loss": 0.499, "step": 2350 }, { "epoch": 12.0, "eval_accuracy": 0.296028880866426, "eval_loss": 2.06593918800354, "eval_runtime": 0.9333, "eval_samples_per_second": 296.781, "eval_steps_per_second": 37.499, "step": 2352 }, { "epoch": 12.040816326530612, "grad_norm": 3.4574103355407715, "learning_rate": 1.759183673469388e-05, "loss": 0.2957, "step": 2360 }, { "epoch": 12.091836734693878, "grad_norm": 8.112685203552246, "learning_rate": 1.7581632653061225e-05, "loss": 0.3105, "step": 2370 }, { "epoch": 12.142857142857142, "grad_norm": 4.740105628967285, "learning_rate": 1.757142857142857e-05, "loss": 0.4352, "step": 2380 }, { "epoch": 12.193877551020408, "grad_norm": 1.1439720392227173, "learning_rate": 1.756122448979592e-05, "loss": 0.397, "step": 2390 }, { "epoch": 12.244897959183673, "grad_norm": 0.700265645980835, "learning_rate": 1.7551020408163266e-05, "loss": 0.3186, "step": 2400 }, { "epoch": 12.295918367346939, "grad_norm": 4.206295013427734, "learning_rate": 1.7540816326530615e-05, "loss": 0.5838, "step": 2410 }, { "epoch": 12.346938775510203, "grad_norm": 3.2011196613311768, "learning_rate": 1.753061224489796e-05, "loss": 0.4628, "step": 2420 }, { "epoch": 12.39795918367347, "grad_norm": 6.6271281242370605, "learning_rate": 1.7520408163265307e-05, "loss": 0.3546, "step": 2430 }, { "epoch": 12.448979591836734, "grad_norm": 2.038639783859253, "learning_rate": 1.7510204081632653e-05, "loss": 0.2915, "step": 2440 }, { "epoch": 12.5, "grad_norm": 1.8398466110229492, "learning_rate": 1.7500000000000002e-05, "loss": 0.3023, "step": 2450 }, { "epoch": 12.551020408163264, "grad_norm": 4.673349857330322, "learning_rate": 1.748979591836735e-05, "loss": 0.4503, "step": 2460 }, { "epoch": 12.60204081632653, "grad_norm": 1.638249397277832, "learning_rate": 1.7479591836734693e-05, "loss": 0.3084, "step": 2470 }, { "epoch": 12.653061224489797, "grad_norm": 2.2692887783050537, "learning_rate": 1.7469387755102043e-05, "loss": 0.3704, "step": 2480 }, { "epoch": 12.704081632653061, "grad_norm": 8.47905445098877, "learning_rate": 1.745918367346939e-05, "loss": 0.3022, "step": 2490 }, { "epoch": 12.755102040816327, "grad_norm": 7.4197492599487305, "learning_rate": 1.7448979591836738e-05, "loss": 0.5395, "step": 2500 }, { "epoch": 12.806122448979592, "grad_norm": 3.075881242752075, "learning_rate": 1.7438775510204083e-05, "loss": 0.316, "step": 2510 }, { "epoch": 12.857142857142858, "grad_norm": 3.121246814727783, "learning_rate": 1.742857142857143e-05, "loss": 0.5723, "step": 2520 }, { "epoch": 12.908163265306122, "grad_norm": 1.1997493505477905, "learning_rate": 1.7418367346938775e-05, "loss": 0.409, "step": 2530 }, { "epoch": 12.959183673469388, "grad_norm": 3.3804609775543213, "learning_rate": 1.7408163265306124e-05, "loss": 0.2236, "step": 2540 }, { "epoch": 13.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.44439464807510376, "eval_runtime": 0.9402, "eval_samples_per_second": 294.63, "eval_steps_per_second": 37.228, "step": 2548 }, { "epoch": 13.010204081632653, "grad_norm": 5.298696994781494, "learning_rate": 1.7397959183673473e-05, "loss": 0.538, "step": 2550 }, { "epoch": 13.061224489795919, "grad_norm": 5.091602802276611, "learning_rate": 1.738775510204082e-05, "loss": 0.4475, "step": 2560 }, { "epoch": 13.112244897959183, "grad_norm": 4.266963481903076, "learning_rate": 1.7377551020408165e-05, "loss": 0.3297, "step": 2570 }, { "epoch": 13.16326530612245, "grad_norm": 4.778618812561035, "learning_rate": 1.736734693877551e-05, "loss": 0.3443, "step": 2580 }, { "epoch": 13.214285714285714, "grad_norm": 2.724548101425171, "learning_rate": 1.735714285714286e-05, "loss": 0.4932, "step": 2590 }, { "epoch": 13.26530612244898, "grad_norm": 2.435530185699463, "learning_rate": 1.7346938775510206e-05, "loss": 0.2496, "step": 2600 }, { "epoch": 13.316326530612244, "grad_norm": 7.0745062828063965, "learning_rate": 1.733673469387755e-05, "loss": 0.4175, "step": 2610 }, { "epoch": 13.36734693877551, "grad_norm": 2.8941125869750977, "learning_rate": 1.7326530612244897e-05, "loss": 0.4203, "step": 2620 }, { "epoch": 13.418367346938776, "grad_norm": 4.122393608093262, "learning_rate": 1.7316326530612246e-05, "loss": 0.3874, "step": 2630 }, { "epoch": 13.46938775510204, "grad_norm": 2.2892613410949707, "learning_rate": 1.7306122448979596e-05, "loss": 0.4277, "step": 2640 }, { "epoch": 13.520408163265307, "grad_norm": 10.996116638183594, "learning_rate": 1.729591836734694e-05, "loss": 0.4704, "step": 2650 }, { "epoch": 13.571428571428571, "grad_norm": 3.800659418106079, "learning_rate": 1.7285714285714287e-05, "loss": 0.3591, "step": 2660 }, { "epoch": 13.622448979591837, "grad_norm": 1.313789963722229, "learning_rate": 1.7275510204081633e-05, "loss": 0.2531, "step": 2670 }, { "epoch": 13.673469387755102, "grad_norm": 2.3375041484832764, "learning_rate": 1.7265306122448982e-05, "loss": 0.3973, "step": 2680 }, { "epoch": 13.724489795918368, "grad_norm": 6.231153964996338, "learning_rate": 1.7255102040816328e-05, "loss": 0.4401, "step": 2690 }, { "epoch": 13.775510204081632, "grad_norm": 4.105325698852539, "learning_rate": 1.7244897959183674e-05, "loss": 0.3107, "step": 2700 }, { "epoch": 13.826530612244898, "grad_norm": 4.559372901916504, "learning_rate": 1.723469387755102e-05, "loss": 0.6584, "step": 2710 }, { "epoch": 13.877551020408163, "grad_norm": 6.511418342590332, "learning_rate": 1.722448979591837e-05, "loss": 0.3436, "step": 2720 }, { "epoch": 13.928571428571429, "grad_norm": 3.735102415084839, "learning_rate": 1.7214285714285718e-05, "loss": 0.2158, "step": 2730 }, { "epoch": 13.979591836734693, "grad_norm": 0.3978160321712494, "learning_rate": 1.7204081632653064e-05, "loss": 0.2083, "step": 2740 }, { "epoch": 14.0, "eval_accuracy": 0.8736462093862816, "eval_loss": 0.46400919556617737, "eval_runtime": 0.9405, "eval_samples_per_second": 294.528, "eval_steps_per_second": 37.215, "step": 2744 }, { "epoch": 14.03061224489796, "grad_norm": 10.202120780944824, "learning_rate": 1.719387755102041e-05, "loss": 0.5765, "step": 2750 }, { "epoch": 14.081632653061224, "grad_norm": 0.6840581893920898, "learning_rate": 1.7183673469387755e-05, "loss": 0.2435, "step": 2760 }, { "epoch": 14.13265306122449, "grad_norm": 2.577873945236206, "learning_rate": 1.7173469387755104e-05, "loss": 0.2914, "step": 2770 }, { "epoch": 14.183673469387756, "grad_norm": 2.1203761100769043, "learning_rate": 1.716326530612245e-05, "loss": 0.3378, "step": 2780 }, { "epoch": 14.23469387755102, "grad_norm": 0.5613865852355957, "learning_rate": 1.7153061224489796e-05, "loss": 0.3199, "step": 2790 }, { "epoch": 14.285714285714286, "grad_norm": 2.023918867111206, "learning_rate": 1.7142857142857142e-05, "loss": 0.2684, "step": 2800 }, { "epoch": 14.33673469387755, "grad_norm": 4.932062149047852, "learning_rate": 1.713265306122449e-05, "loss": 0.3795, "step": 2810 }, { "epoch": 14.387755102040817, "grad_norm": 4.413599967956543, "learning_rate": 1.712244897959184e-05, "loss": 0.3618, "step": 2820 }, { "epoch": 14.438775510204081, "grad_norm": 9.810211181640625, "learning_rate": 1.7112244897959186e-05, "loss": 0.4044, "step": 2830 }, { "epoch": 14.489795918367347, "grad_norm": 2.67509126663208, "learning_rate": 1.7102040816326532e-05, "loss": 0.4036, "step": 2840 }, { "epoch": 14.540816326530612, "grad_norm": 4.9529852867126465, "learning_rate": 1.7091836734693878e-05, "loss": 0.3714, "step": 2850 }, { "epoch": 14.591836734693878, "grad_norm": 4.113321304321289, "learning_rate": 1.7081632653061227e-05, "loss": 0.2794, "step": 2860 }, { "epoch": 14.642857142857142, "grad_norm": 1.3466196060180664, "learning_rate": 1.7071428571428573e-05, "loss": 0.7391, "step": 2870 }, { "epoch": 14.693877551020408, "grad_norm": 6.835224151611328, "learning_rate": 1.7061224489795922e-05, "loss": 0.564, "step": 2880 }, { "epoch": 14.744897959183673, "grad_norm": 7.45158576965332, "learning_rate": 1.7051020408163264e-05, "loss": 0.3609, "step": 2890 }, { "epoch": 14.795918367346939, "grad_norm": 6.361330986022949, "learning_rate": 1.7040816326530613e-05, "loss": 0.445, "step": 2900 }, { "epoch": 14.846938775510203, "grad_norm": 6.676398277282715, "learning_rate": 1.7030612244897962e-05, "loss": 0.3851, "step": 2910 }, { "epoch": 14.89795918367347, "grad_norm": 2.9715816974639893, "learning_rate": 1.7020408163265308e-05, "loss": 0.3791, "step": 2920 }, { "epoch": 14.948979591836736, "grad_norm": 3.722626209259033, "learning_rate": 1.7010204081632654e-05, "loss": 0.5322, "step": 2930 }, { "epoch": 15.0, "grad_norm": 4.071798324584961, "learning_rate": 1.7e-05, "loss": 0.3408, "step": 2940 }, { "epoch": 15.0, "eval_accuracy": 0.8772563176895307, "eval_loss": 0.37753719091415405, "eval_runtime": 0.9331, "eval_samples_per_second": 296.873, "eval_steps_per_second": 37.511, "step": 2940 }, { "epoch": 15.051020408163266, "grad_norm": 2.8461458683013916, "learning_rate": 1.698979591836735e-05, "loss": 0.3063, "step": 2950 }, { "epoch": 15.10204081632653, "grad_norm": 2.373788595199585, "learning_rate": 1.6979591836734695e-05, "loss": 0.2771, "step": 2960 }, { "epoch": 15.153061224489797, "grad_norm": 1.0632851123809814, "learning_rate": 1.6969387755102044e-05, "loss": 0.3648, "step": 2970 }, { "epoch": 15.204081632653061, "grad_norm": 2.820613145828247, "learning_rate": 1.695918367346939e-05, "loss": 0.4814, "step": 2980 }, { "epoch": 15.255102040816327, "grad_norm": 1.9779471158981323, "learning_rate": 1.6948979591836736e-05, "loss": 0.2805, "step": 2990 }, { "epoch": 15.306122448979592, "grad_norm": 1.2560408115386963, "learning_rate": 1.6938775510204085e-05, "loss": 0.3092, "step": 3000 }, { "epoch": 15.357142857142858, "grad_norm": 2.176464557647705, "learning_rate": 1.692857142857143e-05, "loss": 0.5962, "step": 3010 }, { "epoch": 15.408163265306122, "grad_norm": 3.4904580116271973, "learning_rate": 1.6918367346938776e-05, "loss": 0.3132, "step": 3020 }, { "epoch": 15.459183673469388, "grad_norm": 3.03112530708313, "learning_rate": 1.6908163265306122e-05, "loss": 0.2164, "step": 3030 }, { "epoch": 15.510204081632653, "grad_norm": 1.1290910243988037, "learning_rate": 1.689795918367347e-05, "loss": 0.1778, "step": 3040 }, { "epoch": 15.561224489795919, "grad_norm": 5.56776237487793, "learning_rate": 1.6887755102040817e-05, "loss": 0.2771, "step": 3050 }, { "epoch": 15.612244897959183, "grad_norm": 3.38120436668396, "learning_rate": 1.6877551020408166e-05, "loss": 0.4485, "step": 3060 }, { "epoch": 15.66326530612245, "grad_norm": 1.8314141035079956, "learning_rate": 1.6867346938775512e-05, "loss": 0.3359, "step": 3070 }, { "epoch": 15.714285714285714, "grad_norm": 6.086407661437988, "learning_rate": 1.6857142857142858e-05, "loss": 0.5121, "step": 3080 }, { "epoch": 15.76530612244898, "grad_norm": 3.3119635581970215, "learning_rate": 1.6846938775510207e-05, "loss": 0.283, "step": 3090 }, { "epoch": 15.816326530612244, "grad_norm": 9.957314491271973, "learning_rate": 1.6836734693877553e-05, "loss": 0.7381, "step": 3100 }, { "epoch": 15.86734693877551, "grad_norm": 6.10607385635376, "learning_rate": 1.68265306122449e-05, "loss": 0.5771, "step": 3110 }, { "epoch": 15.918367346938776, "grad_norm": 1.159850001335144, "learning_rate": 1.6816326530612244e-05, "loss": 0.4173, "step": 3120 }, { "epoch": 15.96938775510204, "grad_norm": 1.2680679559707642, "learning_rate": 1.6806122448979594e-05, "loss": 0.3529, "step": 3130 }, { "epoch": 16.0, "eval_accuracy": 0.8880866425992779, "eval_loss": 0.3519056737422943, "eval_runtime": 0.9395, "eval_samples_per_second": 294.852, "eval_steps_per_second": 37.256, "step": 3136 }, { "epoch": 16.020408163265305, "grad_norm": 5.024880886077881, "learning_rate": 1.679591836734694e-05, "loss": 0.2527, "step": 3140 }, { "epoch": 16.071428571428573, "grad_norm": 7.212440490722656, "learning_rate": 1.678571428571429e-05, "loss": 0.4876, "step": 3150 }, { "epoch": 16.122448979591837, "grad_norm": 2.613367795944214, "learning_rate": 1.6775510204081634e-05, "loss": 0.1999, "step": 3160 }, { "epoch": 16.1734693877551, "grad_norm": 4.305943965911865, "learning_rate": 1.676530612244898e-05, "loss": 0.1841, "step": 3170 }, { "epoch": 16.224489795918366, "grad_norm": 4.246516227722168, "learning_rate": 1.675510204081633e-05, "loss": 0.2093, "step": 3180 }, { "epoch": 16.275510204081634, "grad_norm": 1.0356781482696533, "learning_rate": 1.6744897959183675e-05, "loss": 0.3482, "step": 3190 }, { "epoch": 16.3265306122449, "grad_norm": 6.927212238311768, "learning_rate": 1.673469387755102e-05, "loss": 0.4234, "step": 3200 }, { "epoch": 16.377551020408163, "grad_norm": 1.6659942865371704, "learning_rate": 1.6724489795918367e-05, "loss": 0.3295, "step": 3210 }, { "epoch": 16.428571428571427, "grad_norm": 3.484823703765869, "learning_rate": 1.6714285714285716e-05, "loss": 0.3618, "step": 3220 }, { "epoch": 16.479591836734695, "grad_norm": 9.103923797607422, "learning_rate": 1.6704081632653062e-05, "loss": 0.3733, "step": 3230 }, { "epoch": 16.53061224489796, "grad_norm": 3.0150811672210693, "learning_rate": 1.669387755102041e-05, "loss": 0.2741, "step": 3240 }, { "epoch": 16.581632653061224, "grad_norm": 3.678077459335327, "learning_rate": 1.6683673469387757e-05, "loss": 0.2475, "step": 3250 }, { "epoch": 16.632653061224488, "grad_norm": 4.152568817138672, "learning_rate": 1.6673469387755102e-05, "loss": 0.346, "step": 3260 }, { "epoch": 16.683673469387756, "grad_norm": 3.0340733528137207, "learning_rate": 1.666326530612245e-05, "loss": 0.2615, "step": 3270 }, { "epoch": 16.73469387755102, "grad_norm": 6.065981388092041, "learning_rate": 1.6653061224489797e-05, "loss": 0.4197, "step": 3280 }, { "epoch": 16.785714285714285, "grad_norm": 4.897032260894775, "learning_rate": 1.6642857142857147e-05, "loss": 0.1801, "step": 3290 }, { "epoch": 16.836734693877553, "grad_norm": 5.482302188873291, "learning_rate": 1.6632653061224492e-05, "loss": 0.6186, "step": 3300 }, { "epoch": 16.887755102040817, "grad_norm": 3.145723581314087, "learning_rate": 1.6622448979591838e-05, "loss": 0.2651, "step": 3310 }, { "epoch": 16.93877551020408, "grad_norm": 3.2254679203033447, "learning_rate": 1.6612244897959184e-05, "loss": 0.2739, "step": 3320 }, { "epoch": 16.989795918367346, "grad_norm": 4.273975372314453, "learning_rate": 1.6602040816326533e-05, "loss": 0.3859, "step": 3330 }, { "epoch": 17.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.33103030920028687, "eval_runtime": 0.9376, "eval_samples_per_second": 295.433, "eval_steps_per_second": 37.329, "step": 3332 }, { "epoch": 17.040816326530614, "grad_norm": 5.280905246734619, "learning_rate": 1.659183673469388e-05, "loss": 0.3949, "step": 3340 }, { "epoch": 17.091836734693878, "grad_norm": 3.1650149822235107, "learning_rate": 1.6581632653061225e-05, "loss": 0.272, "step": 3350 }, { "epoch": 17.142857142857142, "grad_norm": 1.1566836833953857, "learning_rate": 1.6571428571428574e-05, "loss": 0.174, "step": 3360 }, { "epoch": 17.193877551020407, "grad_norm": 3.5513110160827637, "learning_rate": 1.656122448979592e-05, "loss": 0.4144, "step": 3370 }, { "epoch": 17.244897959183675, "grad_norm": 9.73366928100586, "learning_rate": 1.655102040816327e-05, "loss": 0.5116, "step": 3380 }, { "epoch": 17.29591836734694, "grad_norm": 4.954830169677734, "learning_rate": 1.6540816326530615e-05, "loss": 0.1691, "step": 3390 }, { "epoch": 17.346938775510203, "grad_norm": 0.931755781173706, "learning_rate": 1.653061224489796e-05, "loss": 0.397, "step": 3400 }, { "epoch": 17.397959183673468, "grad_norm": 2.4209439754486084, "learning_rate": 1.6520408163265306e-05, "loss": 0.3927, "step": 3410 }, { "epoch": 17.448979591836736, "grad_norm": 0.28612983226776123, "learning_rate": 1.6510204081632655e-05, "loss": 0.3412, "step": 3420 }, { "epoch": 17.5, "grad_norm": 0.8477025628089905, "learning_rate": 1.65e-05, "loss": 0.5129, "step": 3430 }, { "epoch": 17.551020408163264, "grad_norm": 8.41015338897705, "learning_rate": 1.6489795918367347e-05, "loss": 0.337, "step": 3440 }, { "epoch": 17.602040816326532, "grad_norm": 1.4178277254104614, "learning_rate": 1.6479591836734696e-05, "loss": 0.3139, "step": 3450 }, { "epoch": 17.653061224489797, "grad_norm": 3.9586143493652344, "learning_rate": 1.6469387755102042e-05, "loss": 0.3928, "step": 3460 }, { "epoch": 17.70408163265306, "grad_norm": 3.131901264190674, "learning_rate": 1.645918367346939e-05, "loss": 0.3992, "step": 3470 }, { "epoch": 17.755102040816325, "grad_norm": 2.3614821434020996, "learning_rate": 1.6448979591836737e-05, "loss": 0.5565, "step": 3480 }, { "epoch": 17.806122448979593, "grad_norm": 0.8451371788978577, "learning_rate": 1.6438775510204083e-05, "loss": 0.6182, "step": 3490 }, { "epoch": 17.857142857142858, "grad_norm": 8.3782377243042, "learning_rate": 1.642857142857143e-05, "loss": 0.2668, "step": 3500 }, { "epoch": 17.908163265306122, "grad_norm": 3.256161689758301, "learning_rate": 1.6418367346938778e-05, "loss": 0.2882, "step": 3510 }, { "epoch": 17.959183673469386, "grad_norm": 3.928743839263916, "learning_rate": 1.6408163265306124e-05, "loss": 0.3557, "step": 3520 }, { "epoch": 18.0, "eval_accuracy": 0.8916967509025271, "eval_loss": 0.34751203656196594, "eval_runtime": 0.9989, "eval_samples_per_second": 277.319, "eval_steps_per_second": 35.04, "step": 3528 }, { "epoch": 18.010204081632654, "grad_norm": 0.5895347595214844, "learning_rate": 1.639795918367347e-05, "loss": 0.3817, "step": 3530 }, { "epoch": 18.06122448979592, "grad_norm": 0.8526825904846191, "learning_rate": 1.638775510204082e-05, "loss": 0.4163, "step": 3540 }, { "epoch": 18.112244897959183, "grad_norm": 7.634555816650391, "learning_rate": 1.6377551020408164e-05, "loss": 0.3727, "step": 3550 }, { "epoch": 18.163265306122447, "grad_norm": 7.4755682945251465, "learning_rate": 1.6367346938775513e-05, "loss": 0.3624, "step": 3560 }, { "epoch": 18.214285714285715, "grad_norm": 10.033106803894043, "learning_rate": 1.635714285714286e-05, "loss": 0.2825, "step": 3570 }, { "epoch": 18.26530612244898, "grad_norm": 7.6165289878845215, "learning_rate": 1.6346938775510205e-05, "loss": 0.441, "step": 3580 }, { "epoch": 18.316326530612244, "grad_norm": 2.656892776489258, "learning_rate": 1.633673469387755e-05, "loss": 0.3865, "step": 3590 }, { "epoch": 18.367346938775512, "grad_norm": 3.905784845352173, "learning_rate": 1.63265306122449e-05, "loss": 0.4773, "step": 3600 }, { "epoch": 18.418367346938776, "grad_norm": 2.772597551345825, "learning_rate": 1.6316326530612246e-05, "loss": 0.435, "step": 3610 }, { "epoch": 18.46938775510204, "grad_norm": 8.21883487701416, "learning_rate": 1.630612244897959e-05, "loss": 0.3305, "step": 3620 }, { "epoch": 18.520408163265305, "grad_norm": 7.803742408752441, "learning_rate": 1.629591836734694e-05, "loss": 0.2956, "step": 3630 }, { "epoch": 18.571428571428573, "grad_norm": 1.3410613536834717, "learning_rate": 1.6285714285714287e-05, "loss": 0.3765, "step": 3640 }, { "epoch": 18.622448979591837, "grad_norm": 8.857250213623047, "learning_rate": 1.6275510204081636e-05, "loss": 0.535, "step": 3650 }, { "epoch": 18.6734693877551, "grad_norm": 7.803662300109863, "learning_rate": 1.626530612244898e-05, "loss": 0.3534, "step": 3660 }, { "epoch": 18.724489795918366, "grad_norm": 0.8503233194351196, "learning_rate": 1.6255102040816327e-05, "loss": 0.3612, "step": 3670 }, { "epoch": 18.775510204081634, "grad_norm": 4.057595252990723, "learning_rate": 1.6244897959183673e-05, "loss": 0.3237, "step": 3680 }, { "epoch": 18.8265306122449, "grad_norm": 3.173178195953369, "learning_rate": 1.6234693877551022e-05, "loss": 0.1646, "step": 3690 }, { "epoch": 18.877551020408163, "grad_norm": 3.036897659301758, "learning_rate": 1.6224489795918368e-05, "loss": 0.1965, "step": 3700 }, { "epoch": 18.928571428571427, "grad_norm": 6.649494647979736, "learning_rate": 1.6214285714285717e-05, "loss": 0.4771, "step": 3710 }, { "epoch": 18.979591836734695, "grad_norm": 1.3008012771606445, "learning_rate": 1.6204081632653063e-05, "loss": 0.4979, "step": 3720 }, { "epoch": 19.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.38391339778900146, "eval_runtime": 0.9328, "eval_samples_per_second": 296.961, "eval_steps_per_second": 37.522, "step": 3724 }, { "epoch": 19.03061224489796, "grad_norm": 5.8646464347839355, "learning_rate": 1.619387755102041e-05, "loss": 0.4242, "step": 3730 }, { "epoch": 19.081632653061224, "grad_norm": 4.661500453948975, "learning_rate": 1.6183673469387758e-05, "loss": 0.2847, "step": 3740 }, { "epoch": 19.132653061224488, "grad_norm": 2.1249194145202637, "learning_rate": 1.6173469387755104e-05, "loss": 0.4618, "step": 3750 }, { "epoch": 19.183673469387756, "grad_norm": 6.6412458419799805, "learning_rate": 1.616326530612245e-05, "loss": 0.4795, "step": 3760 }, { "epoch": 19.23469387755102, "grad_norm": 5.910946369171143, "learning_rate": 1.6153061224489795e-05, "loss": 0.2605, "step": 3770 }, { "epoch": 19.285714285714285, "grad_norm": 5.426766395568848, "learning_rate": 1.6142857142857145e-05, "loss": 0.3467, "step": 3780 }, { "epoch": 19.336734693877553, "grad_norm": 2.4188570976257324, "learning_rate": 1.613265306122449e-05, "loss": 0.3199, "step": 3790 }, { "epoch": 19.387755102040817, "grad_norm": 3.9347238540649414, "learning_rate": 1.612244897959184e-05, "loss": 0.4666, "step": 3800 }, { "epoch": 19.43877551020408, "grad_norm": 1.762243628501892, "learning_rate": 1.6112244897959185e-05, "loss": 0.1945, "step": 3810 }, { "epoch": 19.489795918367346, "grad_norm": 1.250897765159607, "learning_rate": 1.610204081632653e-05, "loss": 0.3725, "step": 3820 }, { "epoch": 19.540816326530614, "grad_norm": 4.747711658477783, "learning_rate": 1.609183673469388e-05, "loss": 0.3012, "step": 3830 }, { "epoch": 19.591836734693878, "grad_norm": 6.576929092407227, "learning_rate": 1.6081632653061226e-05, "loss": 0.3594, "step": 3840 }, { "epoch": 19.642857142857142, "grad_norm": 5.363382816314697, "learning_rate": 1.6071428571428572e-05, "loss": 0.32, "step": 3850 }, { "epoch": 19.693877551020407, "grad_norm": 1.3070534467697144, "learning_rate": 1.6061224489795918e-05, "loss": 0.4294, "step": 3860 }, { "epoch": 19.744897959183675, "grad_norm": 7.561715126037598, "learning_rate": 1.6051020408163267e-05, "loss": 0.3365, "step": 3870 }, { "epoch": 19.79591836734694, "grad_norm": 3.3143508434295654, "learning_rate": 1.6040816326530613e-05, "loss": 0.3049, "step": 3880 }, { "epoch": 19.846938775510203, "grad_norm": 3.5196471214294434, "learning_rate": 1.6030612244897962e-05, "loss": 0.2679, "step": 3890 }, { "epoch": 19.897959183673468, "grad_norm": 0.6857045292854309, "learning_rate": 1.6020408163265308e-05, "loss": 0.2322, "step": 3900 }, { "epoch": 19.948979591836736, "grad_norm": 0.5474905371665955, "learning_rate": 1.6010204081632653e-05, "loss": 0.2885, "step": 3910 }, { "epoch": 20.0, "grad_norm": 2.948782444000244, "learning_rate": 1.6000000000000003e-05, "loss": 0.7133, "step": 3920 }, { "epoch": 20.0, "eval_accuracy": 0.9133574007220217, "eval_loss": 0.3031846880912781, "eval_runtime": 0.9345, "eval_samples_per_second": 296.417, "eval_steps_per_second": 37.453, "step": 3920 }, { "epoch": 20.051020408163264, "grad_norm": 8.756710052490234, "learning_rate": 1.598979591836735e-05, "loss": 0.4335, "step": 3930 }, { "epoch": 20.102040816326532, "grad_norm": 7.383957862854004, "learning_rate": 1.5979591836734694e-05, "loss": 0.394, "step": 3940 }, { "epoch": 20.153061224489797, "grad_norm": 5.428812503814697, "learning_rate": 1.596938775510204e-05, "loss": 0.3772, "step": 3950 }, { "epoch": 20.20408163265306, "grad_norm": 8.893187522888184, "learning_rate": 1.595918367346939e-05, "loss": 0.3712, "step": 3960 }, { "epoch": 20.255102040816325, "grad_norm": 2.3695433139801025, "learning_rate": 1.5948979591836735e-05, "loss": 0.3681, "step": 3970 }, { "epoch": 20.306122448979593, "grad_norm": 5.1946611404418945, "learning_rate": 1.5938775510204084e-05, "loss": 0.4013, "step": 3980 }, { "epoch": 20.357142857142858, "grad_norm": 4.6183342933654785, "learning_rate": 1.592857142857143e-05, "loss": 0.4489, "step": 3990 }, { "epoch": 20.408163265306122, "grad_norm": 2.7871506214141846, "learning_rate": 1.5918367346938776e-05, "loss": 0.5088, "step": 4000 }, { "epoch": 20.459183673469386, "grad_norm": 4.250699996948242, "learning_rate": 1.5908163265306125e-05, "loss": 0.3401, "step": 4010 }, { "epoch": 20.510204081632654, "grad_norm": 5.782101631164551, "learning_rate": 1.589795918367347e-05, "loss": 0.2461, "step": 4020 }, { "epoch": 20.56122448979592, "grad_norm": 5.054870128631592, "learning_rate": 1.588775510204082e-05, "loss": 0.2459, "step": 4030 }, { "epoch": 20.612244897959183, "grad_norm": 8.228409767150879, "learning_rate": 1.5877551020408162e-05, "loss": 0.223, "step": 4040 }, { "epoch": 20.663265306122447, "grad_norm": 1.5619908571243286, "learning_rate": 1.586734693877551e-05, "loss": 0.3247, "step": 4050 }, { "epoch": 20.714285714285715, "grad_norm": 8.718620300292969, "learning_rate": 1.5857142857142857e-05, "loss": 0.2373, "step": 4060 }, { "epoch": 20.76530612244898, "grad_norm": 0.9933898448944092, "learning_rate": 1.5846938775510206e-05, "loss": 0.196, "step": 4070 }, { "epoch": 20.816326530612244, "grad_norm": 6.243815898895264, "learning_rate": 1.5836734693877552e-05, "loss": 0.1823, "step": 4080 }, { "epoch": 20.867346938775512, "grad_norm": 4.635849952697754, "learning_rate": 1.5826530612244898e-05, "loss": 0.1604, "step": 4090 }, { "epoch": 20.918367346938776, "grad_norm": 4.620690822601318, "learning_rate": 1.5816326530612247e-05, "loss": 0.383, "step": 4100 }, { "epoch": 20.96938775510204, "grad_norm": 1.3753141164779663, "learning_rate": 1.5806122448979593e-05, "loss": 0.4489, "step": 4110 }, { "epoch": 21.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.4246116876602173, "eval_runtime": 0.9757, "eval_samples_per_second": 283.894, "eval_steps_per_second": 35.871, "step": 4116 }, { "epoch": 21.020408163265305, "grad_norm": 10.26496696472168, "learning_rate": 1.5795918367346942e-05, "loss": 0.6521, "step": 4120 }, { "epoch": 21.071428571428573, "grad_norm": 12.259634971618652, "learning_rate": 1.5785714285714288e-05, "loss": 0.5814, "step": 4130 }, { "epoch": 21.122448979591837, "grad_norm": 11.424445152282715, "learning_rate": 1.5775510204081634e-05, "loss": 0.3028, "step": 4140 }, { "epoch": 21.1734693877551, "grad_norm": 3.9125359058380127, "learning_rate": 1.576530612244898e-05, "loss": 0.2002, "step": 4150 }, { "epoch": 21.224489795918366, "grad_norm": 5.634211540222168, "learning_rate": 1.575510204081633e-05, "loss": 0.2863, "step": 4160 }, { "epoch": 21.275510204081634, "grad_norm": 0.6257736682891846, "learning_rate": 1.5744897959183675e-05, "loss": 0.3551, "step": 4170 }, { "epoch": 21.3265306122449, "grad_norm": 5.202589988708496, "learning_rate": 1.573469387755102e-05, "loss": 0.3546, "step": 4180 }, { "epoch": 21.377551020408163, "grad_norm": 1.4646656513214111, "learning_rate": 1.572448979591837e-05, "loss": 0.2139, "step": 4190 }, { "epoch": 21.428571428571427, "grad_norm": 2.697577953338623, "learning_rate": 1.5714285714285715e-05, "loss": 0.2515, "step": 4200 }, { "epoch": 21.479591836734695, "grad_norm": 0.9905484318733215, "learning_rate": 1.5704081632653065e-05, "loss": 0.3543, "step": 4210 }, { "epoch": 21.53061224489796, "grad_norm": 0.8990330100059509, "learning_rate": 1.569387755102041e-05, "loss": 0.2124, "step": 4220 }, { "epoch": 21.581632653061224, "grad_norm": 2.288618326187134, "learning_rate": 1.5683673469387756e-05, "loss": 0.3029, "step": 4230 }, { "epoch": 21.632653061224488, "grad_norm": 5.491371154785156, "learning_rate": 1.5673469387755102e-05, "loss": 0.1861, "step": 4240 }, { "epoch": 21.683673469387756, "grad_norm": 4.103919982910156, "learning_rate": 1.566326530612245e-05, "loss": 0.2237, "step": 4250 }, { "epoch": 21.73469387755102, "grad_norm": 5.436093330383301, "learning_rate": 1.5653061224489797e-05, "loss": 0.1873, "step": 4260 }, { "epoch": 21.785714285714285, "grad_norm": 1.5695730447769165, "learning_rate": 1.5642857142857143e-05, "loss": 0.3701, "step": 4270 }, { "epoch": 21.836734693877553, "grad_norm": 8.12942886352539, "learning_rate": 1.5632653061224492e-05, "loss": 0.5966, "step": 4280 }, { "epoch": 21.887755102040817, "grad_norm": 1.9971330165863037, "learning_rate": 1.5622448979591838e-05, "loss": 0.4555, "step": 4290 }, { "epoch": 21.93877551020408, "grad_norm": 8.867376327514648, "learning_rate": 1.5612244897959187e-05, "loss": 0.3845, "step": 4300 }, { "epoch": 21.989795918367346, "grad_norm": 3.649428129196167, "learning_rate": 1.5602040816326533e-05, "loss": 0.2605, "step": 4310 }, { "epoch": 22.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.29509276151657104, "eval_runtime": 0.9476, "eval_samples_per_second": 292.329, "eval_steps_per_second": 36.937, "step": 4312 }, { "epoch": 22.040816326530614, "grad_norm": 8.780238151550293, "learning_rate": 1.559183673469388e-05, "loss": 0.3356, "step": 4320 }, { "epoch": 22.091836734693878, "grad_norm": 4.019279479980469, "learning_rate": 1.5581632653061224e-05, "loss": 0.3704, "step": 4330 }, { "epoch": 22.142857142857142, "grad_norm": 6.3763556480407715, "learning_rate": 1.5571428571428573e-05, "loss": 0.3621, "step": 4340 }, { "epoch": 22.193877551020407, "grad_norm": 10.312544822692871, "learning_rate": 1.556122448979592e-05, "loss": 0.364, "step": 4350 }, { "epoch": 22.244897959183675, "grad_norm": 7.919386386871338, "learning_rate": 1.5551020408163265e-05, "loss": 0.2917, "step": 4360 }, { "epoch": 22.29591836734694, "grad_norm": 9.648198127746582, "learning_rate": 1.5540816326530614e-05, "loss": 0.4103, "step": 4370 }, { "epoch": 22.346938775510203, "grad_norm": 10.067304611206055, "learning_rate": 1.553061224489796e-05, "loss": 0.4598, "step": 4380 }, { "epoch": 22.397959183673468, "grad_norm": 3.0613834857940674, "learning_rate": 1.552040816326531e-05, "loss": 0.2636, "step": 4390 }, { "epoch": 22.448979591836736, "grad_norm": 4.73079252243042, "learning_rate": 1.5510204081632655e-05, "loss": 0.2499, "step": 4400 }, { "epoch": 22.5, "grad_norm": 11.9879150390625, "learning_rate": 1.55e-05, "loss": 0.486, "step": 4410 }, { "epoch": 22.551020408163264, "grad_norm": 2.766538619995117, "learning_rate": 1.5489795918367346e-05, "loss": 0.3824, "step": 4420 }, { "epoch": 22.602040816326532, "grad_norm": 1.4572681188583374, "learning_rate": 1.5479591836734696e-05, "loss": 0.3105, "step": 4430 }, { "epoch": 22.653061224489797, "grad_norm": 4.498220920562744, "learning_rate": 1.546938775510204e-05, "loss": 0.2207, "step": 4440 }, { "epoch": 22.70408163265306, "grad_norm": 4.226017475128174, "learning_rate": 1.545918367346939e-05, "loss": 0.2277, "step": 4450 }, { "epoch": 22.755102040816325, "grad_norm": 3.2783775329589844, "learning_rate": 1.5448979591836736e-05, "loss": 0.207, "step": 4460 }, { "epoch": 22.806122448979593, "grad_norm": 2.267697811126709, "learning_rate": 1.5438775510204082e-05, "loss": 0.3034, "step": 4470 }, { "epoch": 22.857142857142858, "grad_norm": 2.044019937515259, "learning_rate": 1.542857142857143e-05, "loss": 0.2496, "step": 4480 }, { "epoch": 22.908163265306122, "grad_norm": 1.8587689399719238, "learning_rate": 1.5418367346938777e-05, "loss": 0.3425, "step": 4490 }, { "epoch": 22.959183673469386, "grad_norm": 9.889906883239746, "learning_rate": 1.5408163265306123e-05, "loss": 0.3787, "step": 4500 }, { "epoch": 23.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.4356595277786255, "eval_runtime": 0.9334, "eval_samples_per_second": 296.758, "eval_steps_per_second": 37.497, "step": 4508 }, { "epoch": 23.010204081632654, "grad_norm": 9.485286712646484, "learning_rate": 1.539795918367347e-05, "loss": 0.2368, "step": 4510 }, { "epoch": 23.06122448979592, "grad_norm": 4.098474025726318, "learning_rate": 1.5387755102040818e-05, "loss": 0.3777, "step": 4520 }, { "epoch": 23.112244897959183, "grad_norm": 3.54447078704834, "learning_rate": 1.5377551020408164e-05, "loss": 0.2732, "step": 4530 }, { "epoch": 23.163265306122447, "grad_norm": 12.153559684753418, "learning_rate": 1.5367346938775513e-05, "loss": 0.4394, "step": 4540 }, { "epoch": 23.214285714285715, "grad_norm": 5.04149055480957, "learning_rate": 1.535714285714286e-05, "loss": 0.282, "step": 4550 }, { "epoch": 23.26530612244898, "grad_norm": 2.7063755989074707, "learning_rate": 1.5346938775510204e-05, "loss": 0.2617, "step": 4560 }, { "epoch": 23.316326530612244, "grad_norm": 2.060274124145508, "learning_rate": 1.5336734693877554e-05, "loss": 0.2776, "step": 4570 }, { "epoch": 23.367346938775512, "grad_norm": 4.662898063659668, "learning_rate": 1.53265306122449e-05, "loss": 0.3443, "step": 4580 }, { "epoch": 23.418367346938776, "grad_norm": 7.403005123138428, "learning_rate": 1.5316326530612245e-05, "loss": 0.3008, "step": 4590 }, { "epoch": 23.46938775510204, "grad_norm": 7.6282958984375, "learning_rate": 1.530612244897959e-05, "loss": 0.4093, "step": 4600 }, { "epoch": 23.520408163265305, "grad_norm": 3.8396637439727783, "learning_rate": 1.529591836734694e-05, "loss": 0.2757, "step": 4610 }, { "epoch": 23.571428571428573, "grad_norm": 3.220073699951172, "learning_rate": 1.5285714285714286e-05, "loss": 0.2751, "step": 4620 }, { "epoch": 23.622448979591837, "grad_norm": 5.4397993087768555, "learning_rate": 1.5275510204081635e-05, "loss": 0.3633, "step": 4630 }, { "epoch": 23.6734693877551, "grad_norm": 1.3962507247924805, "learning_rate": 1.526530612244898e-05, "loss": 0.1703, "step": 4640 }, { "epoch": 23.724489795918366, "grad_norm": 1.0168291330337524, "learning_rate": 1.5255102040816327e-05, "loss": 0.3073, "step": 4650 }, { "epoch": 23.775510204081634, "grad_norm": 8.263096809387207, "learning_rate": 1.5244897959183676e-05, "loss": 0.2385, "step": 4660 }, { "epoch": 23.8265306122449, "grad_norm": 6.277915954589844, "learning_rate": 1.5234693877551022e-05, "loss": 0.374, "step": 4670 }, { "epoch": 23.877551020408163, "grad_norm": 2.2303617000579834, "learning_rate": 1.522448979591837e-05, "loss": 0.4268, "step": 4680 }, { "epoch": 23.928571428571427, "grad_norm": 8.869429588317871, "learning_rate": 1.5214285714285715e-05, "loss": 0.2736, "step": 4690 }, { "epoch": 23.979591836734695, "grad_norm": 0.8636966943740845, "learning_rate": 1.5204081632653063e-05, "loss": 0.3015, "step": 4700 }, { "epoch": 24.0, "eval_accuracy": 0.8916967509025271, "eval_loss": 0.399036169052124, "eval_runtime": 0.9356, "eval_samples_per_second": 296.067, "eval_steps_per_second": 37.409, "step": 4704 }, { "epoch": 24.03061224489796, "grad_norm": 8.083073616027832, "learning_rate": 1.5193877551020408e-05, "loss": 0.3505, "step": 4710 }, { "epoch": 24.081632653061224, "grad_norm": 2.8755526542663574, "learning_rate": 1.5183673469387756e-05, "loss": 0.3789, "step": 4720 }, { "epoch": 24.132653061224488, "grad_norm": 5.0803542137146, "learning_rate": 1.5173469387755105e-05, "loss": 0.3118, "step": 4730 }, { "epoch": 24.183673469387756, "grad_norm": 2.7088780403137207, "learning_rate": 1.516326530612245e-05, "loss": 0.5032, "step": 4740 }, { "epoch": 24.23469387755102, "grad_norm": 1.4047300815582275, "learning_rate": 1.5153061224489798e-05, "loss": 0.4985, "step": 4750 }, { "epoch": 24.285714285714285, "grad_norm": 1.823101282119751, "learning_rate": 1.5142857142857144e-05, "loss": 0.3021, "step": 4760 }, { "epoch": 24.336734693877553, "grad_norm": 3.2638440132141113, "learning_rate": 1.5132653061224492e-05, "loss": 0.2204, "step": 4770 }, { "epoch": 24.387755102040817, "grad_norm": 1.3173271417617798, "learning_rate": 1.5122448979591837e-05, "loss": 0.1328, "step": 4780 }, { "epoch": 24.43877551020408, "grad_norm": 1.607823133468628, "learning_rate": 1.5112244897959185e-05, "loss": 0.2578, "step": 4790 }, { "epoch": 24.489795918367346, "grad_norm": 4.061956405639648, "learning_rate": 1.510204081632653e-05, "loss": 0.3741, "step": 4800 }, { "epoch": 24.540816326530614, "grad_norm": 5.889439582824707, "learning_rate": 1.5091836734693878e-05, "loss": 0.4102, "step": 4810 }, { "epoch": 24.591836734693878, "grad_norm": 10.062840461730957, "learning_rate": 1.5081632653061227e-05, "loss": 0.3837, "step": 4820 }, { "epoch": 24.642857142857142, "grad_norm": 0.9003174304962158, "learning_rate": 1.5071428571428573e-05, "loss": 0.1315, "step": 4830 }, { "epoch": 24.693877551020407, "grad_norm": 5.709663391113281, "learning_rate": 1.506122448979592e-05, "loss": 0.4183, "step": 4840 }, { "epoch": 24.744897959183675, "grad_norm": 8.025142669677734, "learning_rate": 1.5051020408163266e-05, "loss": 0.5562, "step": 4850 }, { "epoch": 24.79591836734694, "grad_norm": 2.7048165798187256, "learning_rate": 1.5040816326530614e-05, "loss": 0.2714, "step": 4860 }, { "epoch": 24.846938775510203, "grad_norm": 1.3981176614761353, "learning_rate": 1.503061224489796e-05, "loss": 0.2331, "step": 4870 }, { "epoch": 24.897959183673468, "grad_norm": 6.711188316345215, "learning_rate": 1.5020408163265307e-05, "loss": 0.2991, "step": 4880 }, { "epoch": 24.948979591836736, "grad_norm": 1.7855308055877686, "learning_rate": 1.5010204081632653e-05, "loss": 0.4607, "step": 4890 }, { "epoch": 25.0, "grad_norm": 2.935310125350952, "learning_rate": 1.5000000000000002e-05, "loss": 0.1965, "step": 4900 }, { "epoch": 25.0, "eval_accuracy": 0.9097472924187726, "eval_loss": 0.35359257459640503, "eval_runtime": 0.9318, "eval_samples_per_second": 297.276, "eval_steps_per_second": 37.562, "step": 4900 }, { "epoch": 25.051020408163264, "grad_norm": 11.405259132385254, "learning_rate": 1.498979591836735e-05, "loss": 0.3897, "step": 4910 }, { "epoch": 25.102040816326532, "grad_norm": 8.36063003540039, "learning_rate": 1.4979591836734695e-05, "loss": 0.3899, "step": 4920 }, { "epoch": 25.153061224489797, "grad_norm": 8.212508201599121, "learning_rate": 1.4969387755102043e-05, "loss": 0.2401, "step": 4930 }, { "epoch": 25.20408163265306, "grad_norm": 0.3883512318134308, "learning_rate": 1.4959183673469389e-05, "loss": 0.4655, "step": 4940 }, { "epoch": 25.255102040816325, "grad_norm": 8.68212890625, "learning_rate": 1.4948979591836736e-05, "loss": 0.4715, "step": 4950 }, { "epoch": 25.306122448979593, "grad_norm": 1.6489917039871216, "learning_rate": 1.4938775510204082e-05, "loss": 0.1642, "step": 4960 }, { "epoch": 25.357142857142858, "grad_norm": 1.582821011543274, "learning_rate": 1.492857142857143e-05, "loss": 0.3276, "step": 4970 }, { "epoch": 25.408163265306122, "grad_norm": 0.6229325532913208, "learning_rate": 1.4918367346938775e-05, "loss": 0.3723, "step": 4980 }, { "epoch": 25.459183673469386, "grad_norm": 2.6093995571136475, "learning_rate": 1.4908163265306124e-05, "loss": 0.1918, "step": 4990 }, { "epoch": 25.510204081632654, "grad_norm": 5.734492301940918, "learning_rate": 1.4897959183673472e-05, "loss": 0.2327, "step": 5000 }, { "epoch": 25.56122448979592, "grad_norm": 2.498661518096924, "learning_rate": 1.4887755102040818e-05, "loss": 0.1976, "step": 5010 }, { "epoch": 25.612244897959183, "grad_norm": 4.310215473175049, "learning_rate": 1.4877551020408165e-05, "loss": 0.3573, "step": 5020 }, { "epoch": 25.663265306122447, "grad_norm": 1.1879396438598633, "learning_rate": 1.4867346938775511e-05, "loss": 0.2937, "step": 5030 }, { "epoch": 25.714285714285715, "grad_norm": 3.3825039863586426, "learning_rate": 1.4857142857142858e-05, "loss": 0.2267, "step": 5040 }, { "epoch": 25.76530612244898, "grad_norm": 3.127350091934204, "learning_rate": 1.4846938775510204e-05, "loss": 0.3636, "step": 5050 }, { "epoch": 25.816326530612244, "grad_norm": 1.4972935914993286, "learning_rate": 1.4836734693877552e-05, "loss": 0.1758, "step": 5060 }, { "epoch": 25.867346938775512, "grad_norm": 12.983075141906738, "learning_rate": 1.4826530612244897e-05, "loss": 0.3909, "step": 5070 }, { "epoch": 25.918367346938776, "grad_norm": 5.06458854675293, "learning_rate": 1.4816326530612247e-05, "loss": 0.38, "step": 5080 }, { "epoch": 25.96938775510204, "grad_norm": 7.696865081787109, "learning_rate": 1.4806122448979594e-05, "loss": 0.3903, "step": 5090 }, { "epoch": 26.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.4166140854358673, "eval_runtime": 0.9346, "eval_samples_per_second": 296.393, "eval_steps_per_second": 37.45, "step": 5096 }, { "epoch": 26.020408163265305, "grad_norm": 1.0229040384292603, "learning_rate": 1.479591836734694e-05, "loss": 0.1086, "step": 5100 }, { "epoch": 26.071428571428573, "grad_norm": 3.7563860416412354, "learning_rate": 1.4785714285714287e-05, "loss": 0.3433, "step": 5110 }, { "epoch": 26.122448979591837, "grad_norm": 2.8265397548675537, "learning_rate": 1.4775510204081633e-05, "loss": 0.2704, "step": 5120 }, { "epoch": 26.1734693877551, "grad_norm": 0.6223945617675781, "learning_rate": 1.476530612244898e-05, "loss": 0.2733, "step": 5130 }, { "epoch": 26.224489795918366, "grad_norm": 7.791995525360107, "learning_rate": 1.4755102040816326e-05, "loss": 0.3287, "step": 5140 }, { "epoch": 26.275510204081634, "grad_norm": 6.363265514373779, "learning_rate": 1.4744897959183676e-05, "loss": 0.4244, "step": 5150 }, { "epoch": 26.3265306122449, "grad_norm": 1.1195369958877563, "learning_rate": 1.4734693877551021e-05, "loss": 0.2089, "step": 5160 }, { "epoch": 26.377551020408163, "grad_norm": 0.9491761922836304, "learning_rate": 1.4724489795918369e-05, "loss": 0.3159, "step": 5170 }, { "epoch": 26.428571428571427, "grad_norm": 0.22193892300128937, "learning_rate": 1.4714285714285716e-05, "loss": 0.3834, "step": 5180 }, { "epoch": 26.479591836734695, "grad_norm": 4.889684200286865, "learning_rate": 1.4704081632653062e-05, "loss": 0.3216, "step": 5190 }, { "epoch": 26.53061224489796, "grad_norm": 4.601675987243652, "learning_rate": 1.469387755102041e-05, "loss": 0.3598, "step": 5200 }, { "epoch": 26.581632653061224, "grad_norm": 7.6923441886901855, "learning_rate": 1.4683673469387756e-05, "loss": 0.2714, "step": 5210 }, { "epoch": 26.632653061224488, "grad_norm": 8.871493339538574, "learning_rate": 1.4673469387755103e-05, "loss": 0.4931, "step": 5220 }, { "epoch": 26.683673469387756, "grad_norm": 1.7044825553894043, "learning_rate": 1.4663265306122449e-05, "loss": 0.34, "step": 5230 }, { "epoch": 26.73469387755102, "grad_norm": 2.5381484031677246, "learning_rate": 1.4653061224489798e-05, "loss": 0.2527, "step": 5240 }, { "epoch": 26.785714285714285, "grad_norm": 11.087688446044922, "learning_rate": 1.4642857142857144e-05, "loss": 0.3773, "step": 5250 }, { "epoch": 26.836734693877553, "grad_norm": 1.4621928930282593, "learning_rate": 1.4632653061224491e-05, "loss": 0.2989, "step": 5260 }, { "epoch": 26.887755102040817, "grad_norm": 1.6922417879104614, "learning_rate": 1.4622448979591839e-05, "loss": 0.2947, "step": 5270 }, { "epoch": 26.93877551020408, "grad_norm": 1.8192353248596191, "learning_rate": 1.4612244897959185e-05, "loss": 0.2285, "step": 5280 }, { "epoch": 26.989795918367346, "grad_norm": 1.7619237899780273, "learning_rate": 1.4602040816326532e-05, "loss": 0.1902, "step": 5290 }, { "epoch": 27.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.4353993237018585, "eval_runtime": 0.9607, "eval_samples_per_second": 288.322, "eval_steps_per_second": 36.431, "step": 5292 }, { "epoch": 27.040816326530614, "grad_norm": 3.745148181915283, "learning_rate": 1.4591836734693878e-05, "loss": 0.1512, "step": 5300 }, { "epoch": 27.091836734693878, "grad_norm": 6.893754482269287, "learning_rate": 1.4581632653061227e-05, "loss": 0.5395, "step": 5310 }, { "epoch": 27.142857142857142, "grad_norm": 5.727985382080078, "learning_rate": 1.4571428571428573e-05, "loss": 0.3727, "step": 5320 }, { "epoch": 27.193877551020407, "grad_norm": 1.6175438165664673, "learning_rate": 1.456122448979592e-05, "loss": 0.1489, "step": 5330 }, { "epoch": 27.244897959183675, "grad_norm": 1.226585030555725, "learning_rate": 1.4551020408163266e-05, "loss": 0.3616, "step": 5340 }, { "epoch": 27.29591836734694, "grad_norm": 3.1076860427856445, "learning_rate": 1.4540816326530614e-05, "loss": 0.2072, "step": 5350 }, { "epoch": 27.346938775510203, "grad_norm": 5.883277416229248, "learning_rate": 1.4530612244897961e-05, "loss": 0.1949, "step": 5360 }, { "epoch": 27.397959183673468, "grad_norm": 1.5578702688217163, "learning_rate": 1.4520408163265307e-05, "loss": 0.5629, "step": 5370 }, { "epoch": 27.448979591836736, "grad_norm": 0.5179188847541809, "learning_rate": 1.4510204081632654e-05, "loss": 0.2987, "step": 5380 }, { "epoch": 27.5, "grad_norm": 7.038111686706543, "learning_rate": 1.45e-05, "loss": 0.2434, "step": 5390 }, { "epoch": 27.551020408163264, "grad_norm": 9.72697925567627, "learning_rate": 1.448979591836735e-05, "loss": 0.3516, "step": 5400 }, { "epoch": 27.602040816326532, "grad_norm": 1.2628819942474365, "learning_rate": 1.4479591836734695e-05, "loss": 0.2303, "step": 5410 }, { "epoch": 27.653061224489797, "grad_norm": 8.881223678588867, "learning_rate": 1.4469387755102043e-05, "loss": 0.3717, "step": 5420 }, { "epoch": 27.70408163265306, "grad_norm": 0.9033036828041077, "learning_rate": 1.4459183673469388e-05, "loss": 0.4453, "step": 5430 }, { "epoch": 27.755102040816325, "grad_norm": 2.869086503982544, "learning_rate": 1.4448979591836736e-05, "loss": 0.3423, "step": 5440 }, { "epoch": 27.806122448979593, "grad_norm": 3.165790319442749, "learning_rate": 1.4438775510204083e-05, "loss": 0.3382, "step": 5450 }, { "epoch": 27.857142857142858, "grad_norm": 1.9456369876861572, "learning_rate": 1.4428571428571429e-05, "loss": 0.4745, "step": 5460 }, { "epoch": 27.908163265306122, "grad_norm": 10.290801048278809, "learning_rate": 1.4418367346938778e-05, "loss": 0.2637, "step": 5470 }, { "epoch": 27.959183673469386, "grad_norm": 1.7097864151000977, "learning_rate": 1.4408163265306122e-05, "loss": 0.2089, "step": 5480 }, { "epoch": 28.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.4088672697544098, "eval_runtime": 0.9344, "eval_samples_per_second": 296.462, "eval_steps_per_second": 37.459, "step": 5488 }, { "epoch": 28.010204081632654, "grad_norm": 10.47132682800293, "learning_rate": 1.4397959183673472e-05, "loss": 0.3704, "step": 5490 }, { "epoch": 28.06122448979592, "grad_norm": 2.4138362407684326, "learning_rate": 1.4387755102040817e-05, "loss": 0.2158, "step": 5500 }, { "epoch": 28.112244897959183, "grad_norm": 14.150741577148438, "learning_rate": 1.4377551020408165e-05, "loss": 0.4084, "step": 5510 }, { "epoch": 28.163265306122447, "grad_norm": 5.0319061279296875, "learning_rate": 1.436734693877551e-05, "loss": 0.2888, "step": 5520 }, { "epoch": 28.214285714285715, "grad_norm": 8.061519622802734, "learning_rate": 1.4357142857142858e-05, "loss": 0.3848, "step": 5530 }, { "epoch": 28.26530612244898, "grad_norm": 0.9189940690994263, "learning_rate": 1.4346938775510206e-05, "loss": 0.2323, "step": 5540 }, { "epoch": 28.316326530612244, "grad_norm": 2.1076314449310303, "learning_rate": 1.4336734693877551e-05, "loss": 0.2321, "step": 5550 }, { "epoch": 28.367346938775512, "grad_norm": 6.96281623840332, "learning_rate": 1.43265306122449e-05, "loss": 0.1701, "step": 5560 }, { "epoch": 28.418367346938776, "grad_norm": 6.155792713165283, "learning_rate": 1.4316326530612246e-05, "loss": 0.3143, "step": 5570 }, { "epoch": 28.46938775510204, "grad_norm": 6.938708782196045, "learning_rate": 1.4306122448979594e-05, "loss": 0.6464, "step": 5580 }, { "epoch": 28.520408163265305, "grad_norm": 5.764797210693359, "learning_rate": 1.429591836734694e-05, "loss": 0.4086, "step": 5590 }, { "epoch": 28.571428571428573, "grad_norm": 5.969749450683594, "learning_rate": 1.4285714285714287e-05, "loss": 0.324, "step": 5600 }, { "epoch": 28.622448979591837, "grad_norm": 3.8588509559631348, "learning_rate": 1.4275510204081633e-05, "loss": 0.2058, "step": 5610 }, { "epoch": 28.6734693877551, "grad_norm": 0.7087581753730774, "learning_rate": 1.426530612244898e-05, "loss": 0.4878, "step": 5620 }, { "epoch": 28.724489795918366, "grad_norm": 0.6094661355018616, "learning_rate": 1.425510204081633e-05, "loss": 0.2933, "step": 5630 }, { "epoch": 28.775510204081634, "grad_norm": 8.96648120880127, "learning_rate": 1.4244897959183674e-05, "loss": 0.2122, "step": 5640 }, { "epoch": 28.8265306122449, "grad_norm": 4.653097152709961, "learning_rate": 1.4234693877551023e-05, "loss": 0.2367, "step": 5650 }, { "epoch": 28.877551020408163, "grad_norm": 1.0812416076660156, "learning_rate": 1.4224489795918369e-05, "loss": 0.2423, "step": 5660 }, { "epoch": 28.928571428571427, "grad_norm": 1.8441146612167358, "learning_rate": 1.4214285714285716e-05, "loss": 0.3556, "step": 5670 }, { "epoch": 28.979591836734695, "grad_norm": 6.369021892547607, "learning_rate": 1.4204081632653062e-05, "loss": 0.3574, "step": 5680 }, { "epoch": 29.0, "eval_accuracy": 0.8231046931407943, "eval_loss": 0.4787161946296692, "eval_runtime": 0.9366, "eval_samples_per_second": 295.746, "eval_steps_per_second": 37.369, "step": 5684 }, { "epoch": 29.03061224489796, "grad_norm": 7.944931983947754, "learning_rate": 1.419387755102041e-05, "loss": 0.2558, "step": 5690 }, { "epoch": 29.081632653061224, "grad_norm": 8.573824882507324, "learning_rate": 1.4183673469387755e-05, "loss": 0.2327, "step": 5700 }, { "epoch": 29.132653061224488, "grad_norm": 11.918915748596191, "learning_rate": 1.4173469387755103e-05, "loss": 0.5803, "step": 5710 }, { "epoch": 29.183673469387756, "grad_norm": 1.88558030128479, "learning_rate": 1.4163265306122452e-05, "loss": 0.2855, "step": 5720 }, { "epoch": 29.23469387755102, "grad_norm": 1.4961941242218018, "learning_rate": 1.4153061224489798e-05, "loss": 0.5397, "step": 5730 }, { "epoch": 29.285714285714285, "grad_norm": 4.03718376159668, "learning_rate": 1.4142857142857145e-05, "loss": 0.3524, "step": 5740 }, { "epoch": 29.336734693877553, "grad_norm": 0.6138362884521484, "learning_rate": 1.4132653061224491e-05, "loss": 0.2927, "step": 5750 }, { "epoch": 29.387755102040817, "grad_norm": 3.0943140983581543, "learning_rate": 1.4122448979591838e-05, "loss": 0.2377, "step": 5760 }, { "epoch": 29.43877551020408, "grad_norm": 2.0186758041381836, "learning_rate": 1.4112244897959184e-05, "loss": 0.2708, "step": 5770 }, { "epoch": 29.489795918367346, "grad_norm": 1.613853096961975, "learning_rate": 1.4102040816326532e-05, "loss": 0.2674, "step": 5780 }, { "epoch": 29.540816326530614, "grad_norm": 5.511127948760986, "learning_rate": 1.4091836734693877e-05, "loss": 0.4286, "step": 5790 }, { "epoch": 29.591836734693878, "grad_norm": 1.3316036462783813, "learning_rate": 1.4081632653061225e-05, "loss": 0.3182, "step": 5800 }, { "epoch": 29.642857142857142, "grad_norm": 0.6130739450454712, "learning_rate": 1.4071428571428574e-05, "loss": 0.3473, "step": 5810 }, { "epoch": 29.693877551020407, "grad_norm": 1.8860011100769043, "learning_rate": 1.406122448979592e-05, "loss": 0.2681, "step": 5820 }, { "epoch": 29.744897959183675, "grad_norm": 10.419530868530273, "learning_rate": 1.4051020408163267e-05, "loss": 0.2665, "step": 5830 }, { "epoch": 29.79591836734694, "grad_norm": 4.105865955352783, "learning_rate": 1.4040816326530613e-05, "loss": 0.2498, "step": 5840 }, { "epoch": 29.846938775510203, "grad_norm": 0.8506119847297668, "learning_rate": 1.403061224489796e-05, "loss": 0.2422, "step": 5850 }, { "epoch": 29.897959183673468, "grad_norm": 6.38096809387207, "learning_rate": 1.4020408163265307e-05, "loss": 0.1484, "step": 5860 }, { "epoch": 29.948979591836736, "grad_norm": 1.4350731372833252, "learning_rate": 1.4010204081632654e-05, "loss": 0.3318, "step": 5870 }, { "epoch": 30.0, "grad_norm": 2.968691110610962, "learning_rate": 1.4e-05, "loss": 0.3532, "step": 5880 }, { "epoch": 30.0, "eval_accuracy": 0.9097472924187726, "eval_loss": 0.3165305256843567, "eval_runtime": 0.9457, "eval_samples_per_second": 292.897, "eval_steps_per_second": 37.009, "step": 5880 }, { "epoch": 30.051020408163264, "grad_norm": 1.0100151300430298, "learning_rate": 1.3989795918367349e-05, "loss": 0.2086, "step": 5890 }, { "epoch": 30.102040816326532, "grad_norm": 2.064863681793213, "learning_rate": 1.3979591836734696e-05, "loss": 0.2836, "step": 5900 }, { "epoch": 30.153061224489797, "grad_norm": 11.070706367492676, "learning_rate": 1.3969387755102042e-05, "loss": 0.451, "step": 5910 }, { "epoch": 30.20408163265306, "grad_norm": 1.8765898942947388, "learning_rate": 1.395918367346939e-05, "loss": 0.2461, "step": 5920 }, { "epoch": 30.255102040816325, "grad_norm": 3.754838466644287, "learning_rate": 1.3948979591836736e-05, "loss": 0.4792, "step": 5930 }, { "epoch": 30.306122448979593, "grad_norm": 1.705304503440857, "learning_rate": 1.3938775510204083e-05, "loss": 0.2855, "step": 5940 }, { "epoch": 30.357142857142858, "grad_norm": 7.264845371246338, "learning_rate": 1.3928571428571429e-05, "loss": 0.3534, "step": 5950 }, { "epoch": 30.408163265306122, "grad_norm": 4.922964572906494, "learning_rate": 1.3918367346938776e-05, "loss": 0.2287, "step": 5960 }, { "epoch": 30.459183673469386, "grad_norm": 11.60462474822998, "learning_rate": 1.3908163265306122e-05, "loss": 0.3458, "step": 5970 }, { "epoch": 30.510204081632654, "grad_norm": 9.114325523376465, "learning_rate": 1.3897959183673471e-05, "loss": 0.3271, "step": 5980 }, { "epoch": 30.56122448979592, "grad_norm": 2.0705983638763428, "learning_rate": 1.3887755102040819e-05, "loss": 0.3466, "step": 5990 }, { "epoch": 30.612244897959183, "grad_norm": 3.5480122566223145, "learning_rate": 1.3877551020408165e-05, "loss": 0.267, "step": 6000 }, { "epoch": 30.663265306122447, "grad_norm": 2.192810535430908, "learning_rate": 1.3867346938775512e-05, "loss": 0.241, "step": 6010 }, { "epoch": 30.714285714285715, "grad_norm": 2.5832903385162354, "learning_rate": 1.3857142857142858e-05, "loss": 0.2774, "step": 6020 }, { "epoch": 30.76530612244898, "grad_norm": 0.5127232074737549, "learning_rate": 1.3846938775510205e-05, "loss": 0.1853, "step": 6030 }, { "epoch": 30.816326530612244, "grad_norm": 1.949842095375061, "learning_rate": 1.3836734693877551e-05, "loss": 0.2198, "step": 6040 }, { "epoch": 30.867346938775512, "grad_norm": 5.536325931549072, "learning_rate": 1.38265306122449e-05, "loss": 0.4455, "step": 6050 }, { "epoch": 30.918367346938776, "grad_norm": 7.894504070281982, "learning_rate": 1.3816326530612244e-05, "loss": 0.2814, "step": 6060 }, { "epoch": 30.96938775510204, "grad_norm": 8.459007263183594, "learning_rate": 1.3806122448979594e-05, "loss": 0.2967, "step": 6070 }, { "epoch": 31.0, "eval_accuracy": 0.9133574007220217, "eval_loss": 0.31053850054740906, "eval_runtime": 0.9369, "eval_samples_per_second": 295.665, "eval_steps_per_second": 37.358, "step": 6076 }, { "epoch": 31.020408163265305, "grad_norm": 0.4988439381122589, "learning_rate": 1.3795918367346941e-05, "loss": 0.2044, "step": 6080 }, { "epoch": 31.071428571428573, "grad_norm": 5.99605131149292, "learning_rate": 1.3785714285714287e-05, "loss": 0.4048, "step": 6090 }, { "epoch": 31.122448979591837, "grad_norm": 0.37132564187049866, "learning_rate": 1.3775510204081634e-05, "loss": 0.2627, "step": 6100 }, { "epoch": 31.1734693877551, "grad_norm": 6.084136486053467, "learning_rate": 1.376530612244898e-05, "loss": 0.2869, "step": 6110 }, { "epoch": 31.224489795918366, "grad_norm": 11.331133842468262, "learning_rate": 1.3755102040816328e-05, "loss": 0.273, "step": 6120 }, { "epoch": 31.275510204081634, "grad_norm": 3.7786152362823486, "learning_rate": 1.3744897959183673e-05, "loss": 0.2437, "step": 6130 }, { "epoch": 31.3265306122449, "grad_norm": 3.998039722442627, "learning_rate": 1.3734693877551023e-05, "loss": 0.1321, "step": 6140 }, { "epoch": 31.377551020408163, "grad_norm": 10.547959327697754, "learning_rate": 1.3724489795918368e-05, "loss": 0.43, "step": 6150 }, { "epoch": 31.428571428571427, "grad_norm": 1.094752311706543, "learning_rate": 1.3714285714285716e-05, "loss": 0.3469, "step": 6160 }, { "epoch": 31.479591836734695, "grad_norm": 8.193305969238281, "learning_rate": 1.3704081632653062e-05, "loss": 0.1532, "step": 6170 }, { "epoch": 31.53061224489796, "grad_norm": 7.120598793029785, "learning_rate": 1.3693877551020409e-05, "loss": 0.3421, "step": 6180 }, { "epoch": 31.581632653061224, "grad_norm": 6.944319248199463, "learning_rate": 1.3683673469387757e-05, "loss": 0.3574, "step": 6190 }, { "epoch": 31.632653061224488, "grad_norm": 7.441619873046875, "learning_rate": 1.3673469387755102e-05, "loss": 0.384, "step": 6200 }, { "epoch": 31.683673469387756, "grad_norm": 5.745674133300781, "learning_rate": 1.366326530612245e-05, "loss": 0.4554, "step": 6210 }, { "epoch": 31.73469387755102, "grad_norm": 8.12261962890625, "learning_rate": 1.3653061224489796e-05, "loss": 0.2278, "step": 6220 }, { "epoch": 31.785714285714285, "grad_norm": 1.7826637029647827, "learning_rate": 1.3642857142857145e-05, "loss": 0.1841, "step": 6230 }, { "epoch": 31.836734693877553, "grad_norm": 8.810450553894043, "learning_rate": 1.363265306122449e-05, "loss": 0.3919, "step": 6240 }, { "epoch": 31.887755102040817, "grad_norm": 2.942906618118286, "learning_rate": 1.3622448979591838e-05, "loss": 0.1034, "step": 6250 }, { "epoch": 31.93877551020408, "grad_norm": 7.177513599395752, "learning_rate": 1.3612244897959184e-05, "loss": 0.2669, "step": 6260 }, { "epoch": 31.989795918367346, "grad_norm": 0.5618299245834351, "learning_rate": 1.3602040816326531e-05, "loss": 0.2364, "step": 6270 }, { "epoch": 32.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.3559906780719757, "eval_runtime": 0.9792, "eval_samples_per_second": 282.89, "eval_steps_per_second": 35.744, "step": 6272 }, { "epoch": 32.04081632653061, "grad_norm": 0.4897635877132416, "learning_rate": 1.3591836734693879e-05, "loss": 0.4591, "step": 6280 }, { "epoch": 32.09183673469388, "grad_norm": 5.982337474822998, "learning_rate": 1.3581632653061225e-05, "loss": 0.4622, "step": 6290 }, { "epoch": 32.142857142857146, "grad_norm": 14.7687349319458, "learning_rate": 1.3571428571428574e-05, "loss": 0.3969, "step": 6300 }, { "epoch": 32.19387755102041, "grad_norm": 1.2857763767242432, "learning_rate": 1.356122448979592e-05, "loss": 0.0797, "step": 6310 }, { "epoch": 32.244897959183675, "grad_norm": 5.122455596923828, "learning_rate": 1.3551020408163267e-05, "loss": 0.2258, "step": 6320 }, { "epoch": 32.295918367346935, "grad_norm": 3.5429632663726807, "learning_rate": 1.3540816326530613e-05, "loss": 0.3753, "step": 6330 }, { "epoch": 32.3469387755102, "grad_norm": 12.08903694152832, "learning_rate": 1.353061224489796e-05, "loss": 0.3908, "step": 6340 }, { "epoch": 32.39795918367347, "grad_norm": 12.813987731933594, "learning_rate": 1.3520408163265306e-05, "loss": 0.2859, "step": 6350 }, { "epoch": 32.44897959183673, "grad_norm": 1.3361541032791138, "learning_rate": 1.3510204081632654e-05, "loss": 0.2899, "step": 6360 }, { "epoch": 32.5, "grad_norm": 8.692803382873535, "learning_rate": 1.3500000000000001e-05, "loss": 0.3218, "step": 6370 }, { "epoch": 32.55102040816327, "grad_norm": 10.775219917297363, "learning_rate": 1.3489795918367347e-05, "loss": 0.3706, "step": 6380 }, { "epoch": 32.60204081632653, "grad_norm": 6.802149295806885, "learning_rate": 1.3479591836734696e-05, "loss": 0.2627, "step": 6390 }, { "epoch": 32.6530612244898, "grad_norm": 1.9009625911712646, "learning_rate": 1.3469387755102042e-05, "loss": 0.2294, "step": 6400 }, { "epoch": 32.704081632653065, "grad_norm": 5.793837070465088, "learning_rate": 1.345918367346939e-05, "loss": 0.3042, "step": 6410 }, { "epoch": 32.755102040816325, "grad_norm": 8.77164077758789, "learning_rate": 1.3448979591836735e-05, "loss": 0.5283, "step": 6420 }, { "epoch": 32.80612244897959, "grad_norm": 6.6339616775512695, "learning_rate": 1.3438775510204083e-05, "loss": 0.3025, "step": 6430 }, { "epoch": 32.857142857142854, "grad_norm": 9.5437593460083, "learning_rate": 1.3428571428571429e-05, "loss": 0.1714, "step": 6440 }, { "epoch": 32.90816326530612, "grad_norm": 3.033761739730835, "learning_rate": 1.3418367346938776e-05, "loss": 0.36, "step": 6450 }, { "epoch": 32.95918367346939, "grad_norm": 5.7934112548828125, "learning_rate": 1.3408163265306125e-05, "loss": 0.3136, "step": 6460 }, { "epoch": 33.0, "eval_accuracy": 0.9097472924187726, "eval_loss": 0.26566287875175476, "eval_runtime": 0.9353, "eval_samples_per_second": 296.157, "eval_steps_per_second": 37.421, "step": 6468 }, { "epoch": 33.01020408163265, "grad_norm": 1.0668991804122925, "learning_rate": 1.3397959183673471e-05, "loss": 0.1893, "step": 6470 }, { "epoch": 33.06122448979592, "grad_norm": 1.4086322784423828, "learning_rate": 1.3387755102040818e-05, "loss": 0.5995, "step": 6480 }, { "epoch": 33.11224489795919, "grad_norm": 4.279899597167969, "learning_rate": 1.3377551020408164e-05, "loss": 0.4313, "step": 6490 }, { "epoch": 33.16326530612245, "grad_norm": 5.1103410720825195, "learning_rate": 1.3367346938775512e-05, "loss": 0.1508, "step": 6500 }, { "epoch": 33.214285714285715, "grad_norm": 0.4270355999469757, "learning_rate": 1.3357142857142858e-05, "loss": 0.1682, "step": 6510 }, { "epoch": 33.265306122448976, "grad_norm": 9.594346046447754, "learning_rate": 1.3346938775510205e-05, "loss": 0.2922, "step": 6520 }, { "epoch": 33.316326530612244, "grad_norm": 0.859392523765564, "learning_rate": 1.333673469387755e-05, "loss": 0.2269, "step": 6530 }, { "epoch": 33.36734693877551, "grad_norm": 2.0459938049316406, "learning_rate": 1.3326530612244898e-05, "loss": 0.211, "step": 6540 }, { "epoch": 33.41836734693877, "grad_norm": 9.009632110595703, "learning_rate": 1.3316326530612247e-05, "loss": 0.3548, "step": 6550 }, { "epoch": 33.46938775510204, "grad_norm": 3.5498781204223633, "learning_rate": 1.3306122448979593e-05, "loss": 0.3769, "step": 6560 }, { "epoch": 33.52040816326531, "grad_norm": 2.0291507244110107, "learning_rate": 1.329591836734694e-05, "loss": 0.1357, "step": 6570 }, { "epoch": 33.57142857142857, "grad_norm": 5.882681369781494, "learning_rate": 1.3285714285714287e-05, "loss": 0.5029, "step": 6580 }, { "epoch": 33.62244897959184, "grad_norm": 8.612032890319824, "learning_rate": 1.3275510204081634e-05, "loss": 0.3223, "step": 6590 }, { "epoch": 33.673469387755105, "grad_norm": 2.1690680980682373, "learning_rate": 1.326530612244898e-05, "loss": 0.3455, "step": 6600 }, { "epoch": 33.724489795918366, "grad_norm": 2.9613852500915527, "learning_rate": 1.3255102040816327e-05, "loss": 0.3186, "step": 6610 }, { "epoch": 33.775510204081634, "grad_norm": 2.842536687850952, "learning_rate": 1.3244897959183673e-05, "loss": 0.2595, "step": 6620 }, { "epoch": 33.826530612244895, "grad_norm": 6.094658374786377, "learning_rate": 1.323469387755102e-05, "loss": 0.2713, "step": 6630 }, { "epoch": 33.87755102040816, "grad_norm": 1.204209804534912, "learning_rate": 1.322448979591837e-05, "loss": 0.303, "step": 6640 }, { "epoch": 33.92857142857143, "grad_norm": 8.503417015075684, "learning_rate": 1.3214285714285716e-05, "loss": 0.3531, "step": 6650 }, { "epoch": 33.97959183673469, "grad_norm": 13.13253116607666, "learning_rate": 1.3204081632653063e-05, "loss": 0.4061, "step": 6660 }, { "epoch": 34.0, "eval_accuracy": 0.9133574007220217, "eval_loss": 0.2679595947265625, "eval_runtime": 1.0011, "eval_samples_per_second": 276.693, "eval_steps_per_second": 34.961, "step": 6664 }, { "epoch": 34.03061224489796, "grad_norm": 10.893752098083496, "learning_rate": 1.3193877551020409e-05, "loss": 0.2804, "step": 6670 }, { "epoch": 34.08163265306123, "grad_norm": 1.127501368522644, "learning_rate": 1.3183673469387756e-05, "loss": 0.2987, "step": 6680 }, { "epoch": 34.13265306122449, "grad_norm": 11.394792556762695, "learning_rate": 1.3173469387755102e-05, "loss": 0.3087, "step": 6690 }, { "epoch": 34.183673469387756, "grad_norm": 3.2792036533355713, "learning_rate": 1.316326530612245e-05, "loss": 0.2087, "step": 6700 }, { "epoch": 34.234693877551024, "grad_norm": 1.6803452968597412, "learning_rate": 1.3153061224489795e-05, "loss": 0.289, "step": 6710 }, { "epoch": 34.285714285714285, "grad_norm": 5.636178493499756, "learning_rate": 1.3142857142857145e-05, "loss": 0.2163, "step": 6720 }, { "epoch": 34.33673469387755, "grad_norm": 2.6255643367767334, "learning_rate": 1.3132653061224492e-05, "loss": 0.2604, "step": 6730 }, { "epoch": 34.38775510204081, "grad_norm": 0.9665950536727905, "learning_rate": 1.3122448979591838e-05, "loss": 0.3136, "step": 6740 }, { "epoch": 34.43877551020408, "grad_norm": 5.1290435791015625, "learning_rate": 1.3112244897959185e-05, "loss": 0.2152, "step": 6750 }, { "epoch": 34.48979591836735, "grad_norm": 4.895906925201416, "learning_rate": 1.3102040816326531e-05, "loss": 0.1662, "step": 6760 }, { "epoch": 34.54081632653061, "grad_norm": 3.9003512859344482, "learning_rate": 1.3091836734693879e-05, "loss": 0.3426, "step": 6770 }, { "epoch": 34.59183673469388, "grad_norm": 1.398506760597229, "learning_rate": 1.3081632653061224e-05, "loss": 0.2563, "step": 6780 }, { "epoch": 34.642857142857146, "grad_norm": 7.401740550994873, "learning_rate": 1.3071428571428572e-05, "loss": 0.4108, "step": 6790 }, { "epoch": 34.69387755102041, "grad_norm": 16.010316848754883, "learning_rate": 1.3061224489795918e-05, "loss": 0.3883, "step": 6800 }, { "epoch": 34.744897959183675, "grad_norm": 6.630160808563232, "learning_rate": 1.3051020408163267e-05, "loss": 0.3897, "step": 6810 }, { "epoch": 34.795918367346935, "grad_norm": 5.36838960647583, "learning_rate": 1.3040816326530614e-05, "loss": 0.2516, "step": 6820 }, { "epoch": 34.8469387755102, "grad_norm": 3.5793333053588867, "learning_rate": 1.303061224489796e-05, "loss": 0.2888, "step": 6830 }, { "epoch": 34.89795918367347, "grad_norm": 0.8172181248664856, "learning_rate": 1.3020408163265308e-05, "loss": 0.3432, "step": 6840 }, { "epoch": 34.94897959183673, "grad_norm": 9.127881050109863, "learning_rate": 1.3010204081632653e-05, "loss": 0.3537, "step": 6850 }, { "epoch": 35.0, "grad_norm": 2.6013247966766357, "learning_rate": 1.3000000000000001e-05, "loss": 0.3296, "step": 6860 }, { "epoch": 35.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.3797638416290283, "eval_runtime": 0.9276, "eval_samples_per_second": 298.61, "eval_steps_per_second": 37.73, "step": 6860 }, { "epoch": 35.05102040816327, "grad_norm": 9.181253433227539, "learning_rate": 1.2989795918367347e-05, "loss": 0.2048, "step": 6870 }, { "epoch": 35.10204081632653, "grad_norm": 4.2278666496276855, "learning_rate": 1.2979591836734696e-05, "loss": 0.4347, "step": 6880 }, { "epoch": 35.1530612244898, "grad_norm": 1.9831122159957886, "learning_rate": 1.2969387755102042e-05, "loss": 0.2518, "step": 6890 }, { "epoch": 35.204081632653065, "grad_norm": 2.629470109939575, "learning_rate": 1.2959183673469389e-05, "loss": 0.1867, "step": 6900 }, { "epoch": 35.255102040816325, "grad_norm": 2.3086001873016357, "learning_rate": 1.2948979591836737e-05, "loss": 0.1446, "step": 6910 }, { "epoch": 35.30612244897959, "grad_norm": 0.5559498071670532, "learning_rate": 1.2938775510204082e-05, "loss": 0.4085, "step": 6920 }, { "epoch": 35.357142857142854, "grad_norm": 2.5674479007720947, "learning_rate": 1.292857142857143e-05, "loss": 0.2453, "step": 6930 }, { "epoch": 35.40816326530612, "grad_norm": 1.0306987762451172, "learning_rate": 1.2918367346938776e-05, "loss": 0.3145, "step": 6940 }, { "epoch": 35.45918367346939, "grad_norm": 0.5135687589645386, "learning_rate": 1.2908163265306123e-05, "loss": 0.243, "step": 6950 }, { "epoch": 35.51020408163265, "grad_norm": 1.1978002786636353, "learning_rate": 1.2897959183673469e-05, "loss": 0.1959, "step": 6960 }, { "epoch": 35.56122448979592, "grad_norm": 1.2959942817687988, "learning_rate": 1.2887755102040818e-05, "loss": 0.5525, "step": 6970 }, { "epoch": 35.61224489795919, "grad_norm": 2.489936351776123, "learning_rate": 1.2877551020408164e-05, "loss": 0.2946, "step": 6980 }, { "epoch": 35.66326530612245, "grad_norm": 3.4419736862182617, "learning_rate": 1.2867346938775511e-05, "loss": 0.3306, "step": 6990 }, { "epoch": 35.714285714285715, "grad_norm": 0.7286782264709473, "learning_rate": 1.2857142857142859e-05, "loss": 0.1627, "step": 7000 }, { "epoch": 35.765306122448976, "grad_norm": 8.017316818237305, "learning_rate": 1.2846938775510205e-05, "loss": 0.4873, "step": 7010 }, { "epoch": 35.816326530612244, "grad_norm": 3.3010361194610596, "learning_rate": 1.2836734693877552e-05, "loss": 0.4093, "step": 7020 }, { "epoch": 35.86734693877551, "grad_norm": 0.4932214319705963, "learning_rate": 1.2826530612244898e-05, "loss": 0.1981, "step": 7030 }, { "epoch": 35.91836734693877, "grad_norm": 7.730387210845947, "learning_rate": 1.2816326530612247e-05, "loss": 0.3207, "step": 7040 }, { "epoch": 35.96938775510204, "grad_norm": 14.77576732635498, "learning_rate": 1.2806122448979591e-05, "loss": 0.2905, "step": 7050 }, { "epoch": 36.0, "eval_accuracy": 0.855595667870036, "eval_loss": 0.5098311305046082, "eval_runtime": 0.9311, "eval_samples_per_second": 297.499, "eval_steps_per_second": 37.59, "step": 7056 }, { "epoch": 36.02040816326531, "grad_norm": 3.1446189880371094, "learning_rate": 1.279591836734694e-05, "loss": 0.2348, "step": 7060 }, { "epoch": 36.07142857142857, "grad_norm": 0.9582618474960327, "learning_rate": 1.2785714285714286e-05, "loss": 0.339, "step": 7070 }, { "epoch": 36.12244897959184, "grad_norm": 2.8060154914855957, "learning_rate": 1.2775510204081634e-05, "loss": 0.55, "step": 7080 }, { "epoch": 36.173469387755105, "grad_norm": 3.702188014984131, "learning_rate": 1.2765306122448981e-05, "loss": 0.2332, "step": 7090 }, { "epoch": 36.224489795918366, "grad_norm": 3.444847345352173, "learning_rate": 1.2755102040816327e-05, "loss": 0.2069, "step": 7100 }, { "epoch": 36.275510204081634, "grad_norm": 8.948756217956543, "learning_rate": 1.2744897959183674e-05, "loss": 0.2245, "step": 7110 }, { "epoch": 36.326530612244895, "grad_norm": 0.4190171957015991, "learning_rate": 1.273469387755102e-05, "loss": 0.2305, "step": 7120 }, { "epoch": 36.37755102040816, "grad_norm": 1.888331651687622, "learning_rate": 1.272448979591837e-05, "loss": 0.2685, "step": 7130 }, { "epoch": 36.42857142857143, "grad_norm": 2.040560722351074, "learning_rate": 1.2714285714285715e-05, "loss": 0.274, "step": 7140 }, { "epoch": 36.47959183673469, "grad_norm": 3.657184362411499, "learning_rate": 1.2704081632653063e-05, "loss": 0.3129, "step": 7150 }, { "epoch": 36.53061224489796, "grad_norm": 7.266042709350586, "learning_rate": 1.2693877551020409e-05, "loss": 0.2951, "step": 7160 }, { "epoch": 36.58163265306123, "grad_norm": 5.278898239135742, "learning_rate": 1.2683673469387756e-05, "loss": 0.1573, "step": 7170 }, { "epoch": 36.63265306122449, "grad_norm": 0.6331238746643066, "learning_rate": 1.2673469387755104e-05, "loss": 0.1682, "step": 7180 }, { "epoch": 36.683673469387756, "grad_norm": 7.0703558921813965, "learning_rate": 1.266326530612245e-05, "loss": 0.282, "step": 7190 }, { "epoch": 36.734693877551024, "grad_norm": 7.899667263031006, "learning_rate": 1.2653061224489798e-05, "loss": 0.6806, "step": 7200 }, { "epoch": 36.785714285714285, "grad_norm": 1.6253725290298462, "learning_rate": 1.2642857142857143e-05, "loss": 0.1931, "step": 7210 }, { "epoch": 36.83673469387755, "grad_norm": 15.306461334228516, "learning_rate": 1.2632653061224492e-05, "loss": 0.4, "step": 7220 }, { "epoch": 36.88775510204081, "grad_norm": 1.1493027210235596, "learning_rate": 1.2622448979591838e-05, "loss": 0.1519, "step": 7230 }, { "epoch": 36.93877551020408, "grad_norm": 2.6926989555358887, "learning_rate": 1.2612244897959185e-05, "loss": 0.4129, "step": 7240 }, { "epoch": 36.98979591836735, "grad_norm": 3.21987247467041, "learning_rate": 1.260204081632653e-05, "loss": 0.2763, "step": 7250 }, { "epoch": 37.0, "eval_accuracy": 0.8808664259927798, "eval_loss": 0.42190420627593994, "eval_runtime": 0.9352, "eval_samples_per_second": 296.199, "eval_steps_per_second": 37.426, "step": 7252 }, { "epoch": 37.04081632653061, "grad_norm": 0.3253488540649414, "learning_rate": 1.2591836734693878e-05, "loss": 0.0951, "step": 7260 }, { "epoch": 37.09183673469388, "grad_norm": 0.2564552426338196, "learning_rate": 1.2581632653061226e-05, "loss": 0.3048, "step": 7270 }, { "epoch": 37.142857142857146, "grad_norm": 4.657108306884766, "learning_rate": 1.2571428571428572e-05, "loss": 0.2368, "step": 7280 }, { "epoch": 37.19387755102041, "grad_norm": 7.701886177062988, "learning_rate": 1.256122448979592e-05, "loss": 0.4069, "step": 7290 }, { "epoch": 37.244897959183675, "grad_norm": 1.6006007194519043, "learning_rate": 1.2551020408163267e-05, "loss": 0.2523, "step": 7300 }, { "epoch": 37.295918367346935, "grad_norm": 4.586967945098877, "learning_rate": 1.2540816326530614e-05, "loss": 0.2706, "step": 7310 }, { "epoch": 37.3469387755102, "grad_norm": 6.338481903076172, "learning_rate": 1.253061224489796e-05, "loss": 0.2888, "step": 7320 }, { "epoch": 37.39795918367347, "grad_norm": 8.174271583557129, "learning_rate": 1.2520408163265307e-05, "loss": 0.1741, "step": 7330 }, { "epoch": 37.44897959183673, "grad_norm": 0.7613666653633118, "learning_rate": 1.2510204081632653e-05, "loss": 0.337, "step": 7340 }, { "epoch": 37.5, "grad_norm": 9.497109413146973, "learning_rate": 1.25e-05, "loss": 0.4445, "step": 7350 }, { "epoch": 37.55102040816327, "grad_norm": 6.902894973754883, "learning_rate": 1.248979591836735e-05, "loss": 0.4536, "step": 7360 }, { "epoch": 37.60204081632653, "grad_norm": 0.6783469319343567, "learning_rate": 1.2479591836734694e-05, "loss": 0.344, "step": 7370 }, { "epoch": 37.6530612244898, "grad_norm": 2.9475955963134766, "learning_rate": 1.2469387755102043e-05, "loss": 0.1476, "step": 7380 }, { "epoch": 37.704081632653065, "grad_norm": 3.033745527267456, "learning_rate": 1.2459183673469389e-05, "loss": 0.2898, "step": 7390 }, { "epoch": 37.755102040816325, "grad_norm": 1.2969194650650024, "learning_rate": 1.2448979591836736e-05, "loss": 0.2384, "step": 7400 }, { "epoch": 37.80612244897959, "grad_norm": 3.2489914894104004, "learning_rate": 1.2438775510204082e-05, "loss": 0.1458, "step": 7410 }, { "epoch": 37.857142857142854, "grad_norm": 0.2780137360095978, "learning_rate": 1.242857142857143e-05, "loss": 0.385, "step": 7420 }, { "epoch": 37.90816326530612, "grad_norm": 1.6038283109664917, "learning_rate": 1.2418367346938775e-05, "loss": 0.1636, "step": 7430 }, { "epoch": 37.95918367346939, "grad_norm": 6.315403461456299, "learning_rate": 1.2408163265306123e-05, "loss": 0.2454, "step": 7440 }, { "epoch": 38.0, "eval_accuracy": 0.9133574007220217, "eval_loss": 0.2851579189300537, "eval_runtime": 0.9342, "eval_samples_per_second": 296.517, "eval_steps_per_second": 37.466, "step": 7448 }, { "epoch": 38.01020408163265, "grad_norm": 4.942686080932617, "learning_rate": 1.2397959183673472e-05, "loss": 0.4006, "step": 7450 }, { "epoch": 38.06122448979592, "grad_norm": 8.764945030212402, "learning_rate": 1.2387755102040818e-05, "loss": 0.3837, "step": 7460 }, { "epoch": 38.11224489795919, "grad_norm": 8.624089241027832, "learning_rate": 1.2377551020408165e-05, "loss": 0.2409, "step": 7470 }, { "epoch": 38.16326530612245, "grad_norm": 4.476467609405518, "learning_rate": 1.2367346938775511e-05, "loss": 0.2747, "step": 7480 }, { "epoch": 38.214285714285715, "grad_norm": 13.317136764526367, "learning_rate": 1.2357142857142859e-05, "loss": 0.306, "step": 7490 }, { "epoch": 38.265306122448976, "grad_norm": 10.13068962097168, "learning_rate": 1.2346938775510204e-05, "loss": 0.3725, "step": 7500 }, { "epoch": 38.316326530612244, "grad_norm": 3.029904842376709, "learning_rate": 1.2336734693877552e-05, "loss": 0.2611, "step": 7510 }, { "epoch": 38.36734693877551, "grad_norm": 5.582315921783447, "learning_rate": 1.2326530612244898e-05, "loss": 0.1853, "step": 7520 }, { "epoch": 38.41836734693877, "grad_norm": 2.4034624099731445, "learning_rate": 1.2316326530612245e-05, "loss": 0.3121, "step": 7530 }, { "epoch": 38.46938775510204, "grad_norm": 6.040859222412109, "learning_rate": 1.2306122448979594e-05, "loss": 0.373, "step": 7540 }, { "epoch": 38.52040816326531, "grad_norm": 9.853171348571777, "learning_rate": 1.229591836734694e-05, "loss": 0.2384, "step": 7550 }, { "epoch": 38.57142857142857, "grad_norm": 1.5734626054763794, "learning_rate": 1.2285714285714288e-05, "loss": 0.2368, "step": 7560 }, { "epoch": 38.62244897959184, "grad_norm": 6.7449116706848145, "learning_rate": 1.2275510204081633e-05, "loss": 0.3006, "step": 7570 }, { "epoch": 38.673469387755105, "grad_norm": 5.025670051574707, "learning_rate": 1.2265306122448981e-05, "loss": 0.3014, "step": 7580 }, { "epoch": 38.724489795918366, "grad_norm": 0.6662245392799377, "learning_rate": 1.2255102040816327e-05, "loss": 0.2153, "step": 7590 }, { "epoch": 38.775510204081634, "grad_norm": 5.983375549316406, "learning_rate": 1.2244897959183674e-05, "loss": 0.3509, "step": 7600 }, { "epoch": 38.826530612244895, "grad_norm": 1.9515364170074463, "learning_rate": 1.223469387755102e-05, "loss": 0.1339, "step": 7610 }, { "epoch": 38.87755102040816, "grad_norm": 2.3098132610321045, "learning_rate": 1.222448979591837e-05, "loss": 0.0899, "step": 7620 }, { "epoch": 38.92857142857143, "grad_norm": 4.075789451599121, "learning_rate": 1.2214285714285717e-05, "loss": 0.2255, "step": 7630 }, { "epoch": 38.97959183673469, "grad_norm": 16.4624080657959, "learning_rate": 1.2204081632653062e-05, "loss": 0.6077, "step": 7640 }, { "epoch": 39.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.36030298471450806, "eval_runtime": 0.9376, "eval_samples_per_second": 295.437, "eval_steps_per_second": 37.33, "step": 7644 }, { "epoch": 39.03061224489796, "grad_norm": 0.3404889702796936, "learning_rate": 1.219387755102041e-05, "loss": 0.1859, "step": 7650 }, { "epoch": 39.08163265306123, "grad_norm": 10.761521339416504, "learning_rate": 1.2183673469387756e-05, "loss": 0.1371, "step": 7660 }, { "epoch": 39.13265306122449, "grad_norm": 4.0601959228515625, "learning_rate": 1.2173469387755103e-05, "loss": 0.2587, "step": 7670 }, { "epoch": 39.183673469387756, "grad_norm": 2.3847389221191406, "learning_rate": 1.2163265306122449e-05, "loss": 0.115, "step": 7680 }, { "epoch": 39.234693877551024, "grad_norm": 0.9999655485153198, "learning_rate": 1.2153061224489796e-05, "loss": 0.456, "step": 7690 }, { "epoch": 39.285714285714285, "grad_norm": 3.566209316253662, "learning_rate": 1.2142857142857142e-05, "loss": 0.2196, "step": 7700 }, { "epoch": 39.33673469387755, "grad_norm": 6.022881031036377, "learning_rate": 1.2132653061224491e-05, "loss": 0.2245, "step": 7710 }, { "epoch": 39.38775510204081, "grad_norm": 2.5836009979248047, "learning_rate": 1.2122448979591839e-05, "loss": 0.291, "step": 7720 }, { "epoch": 39.43877551020408, "grad_norm": 0.4639554023742676, "learning_rate": 1.2112244897959185e-05, "loss": 0.3267, "step": 7730 }, { "epoch": 39.48979591836735, "grad_norm": 4.0531511306762695, "learning_rate": 1.2102040816326532e-05, "loss": 0.2647, "step": 7740 }, { "epoch": 39.54081632653061, "grad_norm": 10.204673767089844, "learning_rate": 1.2091836734693878e-05, "loss": 0.2902, "step": 7750 }, { "epoch": 39.59183673469388, "grad_norm": 7.673137664794922, "learning_rate": 1.2081632653061225e-05, "loss": 0.2398, "step": 7760 }, { "epoch": 39.642857142857146, "grad_norm": 6.424933910369873, "learning_rate": 1.2071428571428571e-05, "loss": 0.2942, "step": 7770 }, { "epoch": 39.69387755102041, "grad_norm": 0.6079707741737366, "learning_rate": 1.206122448979592e-05, "loss": 0.244, "step": 7780 }, { "epoch": 39.744897959183675, "grad_norm": 9.169522285461426, "learning_rate": 1.2051020408163265e-05, "loss": 0.2587, "step": 7790 }, { "epoch": 39.795918367346935, "grad_norm": 8.324515342712402, "learning_rate": 1.2040816326530614e-05, "loss": 0.3697, "step": 7800 }, { "epoch": 39.8469387755102, "grad_norm": 13.407546043395996, "learning_rate": 1.2030612244897961e-05, "loss": 0.5134, "step": 7810 }, { "epoch": 39.89795918367347, "grad_norm": 1.663726568222046, "learning_rate": 1.2020408163265307e-05, "loss": 0.3162, "step": 7820 }, { "epoch": 39.94897959183673, "grad_norm": 2.873859405517578, "learning_rate": 1.2010204081632655e-05, "loss": 0.1389, "step": 7830 }, { "epoch": 40.0, "grad_norm": 5.262413024902344, "learning_rate": 1.2e-05, "loss": 0.1966, "step": 7840 }, { "epoch": 40.0, "eval_accuracy": 0.8736462093862816, "eval_loss": 0.351894736289978, "eval_runtime": 0.9359, "eval_samples_per_second": 295.964, "eval_steps_per_second": 37.396, "step": 7840 }, { "epoch": 40.05102040816327, "grad_norm": 5.261941909790039, "learning_rate": 1.1989795918367348e-05, "loss": 0.1488, "step": 7850 }, { "epoch": 40.10204081632653, "grad_norm": 1.4000771045684814, "learning_rate": 1.1979591836734694e-05, "loss": 0.1324, "step": 7860 }, { "epoch": 40.1530612244898, "grad_norm": 1.8460229635238647, "learning_rate": 1.1969387755102043e-05, "loss": 0.2866, "step": 7870 }, { "epoch": 40.204081632653065, "grad_norm": 1.513795256614685, "learning_rate": 1.1959183673469389e-05, "loss": 0.3759, "step": 7880 }, { "epoch": 40.255102040816325, "grad_norm": 0.34185507893562317, "learning_rate": 1.1948979591836736e-05, "loss": 0.1073, "step": 7890 }, { "epoch": 40.30612244897959, "grad_norm": 9.449399948120117, "learning_rate": 1.1938775510204084e-05, "loss": 0.4452, "step": 7900 }, { "epoch": 40.357142857142854, "grad_norm": 8.813591003417969, "learning_rate": 1.192857142857143e-05, "loss": 0.3319, "step": 7910 }, { "epoch": 40.40816326530612, "grad_norm": 0.7910783290863037, "learning_rate": 1.1918367346938777e-05, "loss": 0.222, "step": 7920 }, { "epoch": 40.45918367346939, "grad_norm": 0.7371392846107483, "learning_rate": 1.1908163265306123e-05, "loss": 0.304, "step": 7930 }, { "epoch": 40.51020408163265, "grad_norm": 3.1124866008758545, "learning_rate": 1.189795918367347e-05, "loss": 0.2276, "step": 7940 }, { "epoch": 40.56122448979592, "grad_norm": 8.691803932189941, "learning_rate": 1.1887755102040816e-05, "loss": 0.4638, "step": 7950 }, { "epoch": 40.61224489795919, "grad_norm": 6.327417850494385, "learning_rate": 1.1877551020408165e-05, "loss": 0.2015, "step": 7960 }, { "epoch": 40.66326530612245, "grad_norm": 3.4650707244873047, "learning_rate": 1.186734693877551e-05, "loss": 0.2033, "step": 7970 }, { "epoch": 40.714285714285715, "grad_norm": 4.530669689178467, "learning_rate": 1.1857142857142858e-05, "loss": 0.3811, "step": 7980 }, { "epoch": 40.765306122448976, "grad_norm": 7.533509254455566, "learning_rate": 1.1846938775510206e-05, "loss": 0.632, "step": 7990 }, { "epoch": 40.816326530612244, "grad_norm": 1.9913711547851562, "learning_rate": 1.1836734693877552e-05, "loss": 0.1945, "step": 8000 }, { "epoch": 40.86734693877551, "grad_norm": 3.851255178451538, "learning_rate": 1.1826530612244899e-05, "loss": 0.1426, "step": 8010 }, { "epoch": 40.91836734693877, "grad_norm": 12.677950859069824, "learning_rate": 1.1816326530612245e-05, "loss": 0.3442, "step": 8020 }, { "epoch": 40.96938775510204, "grad_norm": 6.756103992462158, "learning_rate": 1.1806122448979594e-05, "loss": 0.2473, "step": 8030 }, { "epoch": 41.0, "eval_accuracy": 0.9025270758122743, "eval_loss": 0.3343473970890045, "eval_runtime": 0.9305, "eval_samples_per_second": 297.683, "eval_steps_per_second": 37.613, "step": 8036 }, { "epoch": 41.02040816326531, "grad_norm": 2.6532843112945557, "learning_rate": 1.179591836734694e-05, "loss": 0.5848, "step": 8040 }, { "epoch": 41.07142857142857, "grad_norm": 2.1744353771209717, "learning_rate": 1.1785714285714287e-05, "loss": 0.2735, "step": 8050 }, { "epoch": 41.12244897959184, "grad_norm": 0.46514615416526794, "learning_rate": 1.1775510204081633e-05, "loss": 0.1303, "step": 8060 }, { "epoch": 41.173469387755105, "grad_norm": 1.9780634641647339, "learning_rate": 1.176530612244898e-05, "loss": 0.2968, "step": 8070 }, { "epoch": 41.224489795918366, "grad_norm": 2.0282843112945557, "learning_rate": 1.1755102040816328e-05, "loss": 0.2812, "step": 8080 }, { "epoch": 41.275510204081634, "grad_norm": 9.81309986114502, "learning_rate": 1.1744897959183674e-05, "loss": 0.2277, "step": 8090 }, { "epoch": 41.326530612244895, "grad_norm": 10.753496170043945, "learning_rate": 1.1734693877551021e-05, "loss": 0.3806, "step": 8100 }, { "epoch": 41.37755102040816, "grad_norm": 8.6217041015625, "learning_rate": 1.1724489795918367e-05, "loss": 0.2826, "step": 8110 }, { "epoch": 41.42857142857143, "grad_norm": 0.3755444586277008, "learning_rate": 1.1714285714285716e-05, "loss": 0.3433, "step": 8120 }, { "epoch": 41.47959183673469, "grad_norm": 6.280050277709961, "learning_rate": 1.1704081632653062e-05, "loss": 0.3115, "step": 8130 }, { "epoch": 41.53061224489796, "grad_norm": 5.224348068237305, "learning_rate": 1.169387755102041e-05, "loss": 0.181, "step": 8140 }, { "epoch": 41.58163265306123, "grad_norm": 2.38151478767395, "learning_rate": 1.1683673469387755e-05, "loss": 0.2309, "step": 8150 }, { "epoch": 41.63265306122449, "grad_norm": 2.4411683082580566, "learning_rate": 1.1673469387755103e-05, "loss": 0.4639, "step": 8160 }, { "epoch": 41.683673469387756, "grad_norm": 1.6756824254989624, "learning_rate": 1.166326530612245e-05, "loss": 0.3495, "step": 8170 }, { "epoch": 41.734693877551024, "grad_norm": 7.354377269744873, "learning_rate": 1.1653061224489796e-05, "loss": 0.1211, "step": 8180 }, { "epoch": 41.785714285714285, "grad_norm": 4.022644519805908, "learning_rate": 1.1642857142857145e-05, "loss": 0.2025, "step": 8190 }, { "epoch": 41.83673469387755, "grad_norm": 3.0944485664367676, "learning_rate": 1.1632653061224491e-05, "loss": 0.389, "step": 8200 }, { "epoch": 41.88775510204081, "grad_norm": 0.8570572733879089, "learning_rate": 1.1622448979591839e-05, "loss": 0.1641, "step": 8210 }, { "epoch": 41.93877551020408, "grad_norm": 6.50732946395874, "learning_rate": 1.1612244897959184e-05, "loss": 0.2132, "step": 8220 }, { "epoch": 41.98979591836735, "grad_norm": 2.8220293521881104, "learning_rate": 1.1602040816326532e-05, "loss": 0.2795, "step": 8230 }, { "epoch": 42.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.3383941352367401, "eval_runtime": 0.9305, "eval_samples_per_second": 297.686, "eval_steps_per_second": 37.614, "step": 8232 }, { "epoch": 42.04081632653061, "grad_norm": 5.730966091156006, "learning_rate": 1.1591836734693878e-05, "loss": 0.3407, "step": 8240 }, { "epoch": 42.09183673469388, "grad_norm": 4.490549564361572, "learning_rate": 1.1581632653061225e-05, "loss": 0.2667, "step": 8250 }, { "epoch": 42.142857142857146, "grad_norm": 1.790333867073059, "learning_rate": 1.1571428571428573e-05, "loss": 0.1892, "step": 8260 }, { "epoch": 42.19387755102041, "grad_norm": 0.3163524270057678, "learning_rate": 1.1561224489795918e-05, "loss": 0.3141, "step": 8270 }, { "epoch": 42.244897959183675, "grad_norm": 8.028840065002441, "learning_rate": 1.1551020408163268e-05, "loss": 0.0883, "step": 8280 }, { "epoch": 42.295918367346935, "grad_norm": 1.7445170879364014, "learning_rate": 1.1540816326530613e-05, "loss": 0.3833, "step": 8290 }, { "epoch": 42.3469387755102, "grad_norm": 1.6772736310958862, "learning_rate": 1.1530612244897961e-05, "loss": 0.3524, "step": 8300 }, { "epoch": 42.39795918367347, "grad_norm": 11.508550643920898, "learning_rate": 1.1520408163265307e-05, "loss": 0.2454, "step": 8310 }, { "epoch": 42.44897959183673, "grad_norm": 2.1842567920684814, "learning_rate": 1.1510204081632654e-05, "loss": 0.151, "step": 8320 }, { "epoch": 42.5, "grad_norm": 9.214639663696289, "learning_rate": 1.15e-05, "loss": 0.246, "step": 8330 }, { "epoch": 42.55102040816327, "grad_norm": 12.712059020996094, "learning_rate": 1.1489795918367347e-05, "loss": 0.4519, "step": 8340 }, { "epoch": 42.60204081632653, "grad_norm": 10.930113792419434, "learning_rate": 1.1479591836734697e-05, "loss": 0.1964, "step": 8350 }, { "epoch": 42.6530612244898, "grad_norm": 7.795054912567139, "learning_rate": 1.146938775510204e-05, "loss": 0.1999, "step": 8360 }, { "epoch": 42.704081632653065, "grad_norm": 13.82280445098877, "learning_rate": 1.145918367346939e-05, "loss": 0.3961, "step": 8370 }, { "epoch": 42.755102040816325, "grad_norm": 3.0605897903442383, "learning_rate": 1.1448979591836736e-05, "loss": 0.4642, "step": 8380 }, { "epoch": 42.80612244897959, "grad_norm": 2.3108794689178467, "learning_rate": 1.1438775510204083e-05, "loss": 0.1843, "step": 8390 }, { "epoch": 42.857142857142854, "grad_norm": 8.32869815826416, "learning_rate": 1.1428571428571429e-05, "loss": 0.292, "step": 8400 }, { "epoch": 42.90816326530612, "grad_norm": 3.965181827545166, "learning_rate": 1.1418367346938777e-05, "loss": 0.3194, "step": 8410 }, { "epoch": 42.95918367346939, "grad_norm": 6.17874002456665, "learning_rate": 1.1408163265306122e-05, "loss": 0.1249, "step": 8420 }, { "epoch": 43.0, "eval_accuracy": 0.8772563176895307, "eval_loss": 0.40458711981773376, "eval_runtime": 0.9348, "eval_samples_per_second": 296.317, "eval_steps_per_second": 37.441, "step": 8428 }, { "epoch": 43.01020408163265, "grad_norm": 14.760079383850098, "learning_rate": 1.139795918367347e-05, "loss": 0.1974, "step": 8430 }, { "epoch": 43.06122448979592, "grad_norm": 4.747530937194824, "learning_rate": 1.1387755102040819e-05, "loss": 0.237, "step": 8440 }, { "epoch": 43.11224489795919, "grad_norm": 2.4478297233581543, "learning_rate": 1.1377551020408165e-05, "loss": 0.1684, "step": 8450 }, { "epoch": 43.16326530612245, "grad_norm": 11.319709777832031, "learning_rate": 1.1367346938775512e-05, "loss": 0.328, "step": 8460 }, { "epoch": 43.214285714285715, "grad_norm": 4.042837619781494, "learning_rate": 1.1357142857142858e-05, "loss": 0.3286, "step": 8470 }, { "epoch": 43.265306122448976, "grad_norm": 2.105111598968506, "learning_rate": 1.1346938775510206e-05, "loss": 0.0777, "step": 8480 }, { "epoch": 43.316326530612244, "grad_norm": 3.559504985809326, "learning_rate": 1.1336734693877551e-05, "loss": 0.2873, "step": 8490 }, { "epoch": 43.36734693877551, "grad_norm": 14.684622764587402, "learning_rate": 1.1326530612244899e-05, "loss": 0.2682, "step": 8500 }, { "epoch": 43.41836734693877, "grad_norm": 4.134817123413086, "learning_rate": 1.1316326530612245e-05, "loss": 0.2208, "step": 8510 }, { "epoch": 43.46938775510204, "grad_norm": 5.838129997253418, "learning_rate": 1.1306122448979592e-05, "loss": 0.2491, "step": 8520 }, { "epoch": 43.52040816326531, "grad_norm": 3.218062162399292, "learning_rate": 1.1295918367346941e-05, "loss": 0.4019, "step": 8530 }, { "epoch": 43.57142857142857, "grad_norm": 9.169731140136719, "learning_rate": 1.1285714285714287e-05, "loss": 0.212, "step": 8540 }, { "epoch": 43.62244897959184, "grad_norm": 2.351957082748413, "learning_rate": 1.1275510204081635e-05, "loss": 0.356, "step": 8550 }, { "epoch": 43.673469387755105, "grad_norm": 13.376652717590332, "learning_rate": 1.126530612244898e-05, "loss": 0.3859, "step": 8560 }, { "epoch": 43.724489795918366, "grad_norm": 9.093658447265625, "learning_rate": 1.1255102040816328e-05, "loss": 0.2787, "step": 8570 }, { "epoch": 43.775510204081634, "grad_norm": 1.1991856098175049, "learning_rate": 1.1244897959183674e-05, "loss": 0.1786, "step": 8580 }, { "epoch": 43.826530612244895, "grad_norm": 8.349421501159668, "learning_rate": 1.1234693877551021e-05, "loss": 0.2838, "step": 8590 }, { "epoch": 43.87755102040816, "grad_norm": 1.6250555515289307, "learning_rate": 1.1224489795918367e-05, "loss": 0.1497, "step": 8600 }, { "epoch": 43.92857142857143, "grad_norm": 11.57792854309082, "learning_rate": 1.1214285714285716e-05, "loss": 0.5656, "step": 8610 }, { "epoch": 43.97959183673469, "grad_norm": 7.346845626831055, "learning_rate": 1.1204081632653062e-05, "loss": 0.2943, "step": 8620 }, { "epoch": 44.0, "eval_accuracy": 0.8916967509025271, "eval_loss": 0.39525121450424194, "eval_runtime": 0.9323, "eval_samples_per_second": 297.115, "eval_steps_per_second": 37.542, "step": 8624 }, { "epoch": 44.03061224489796, "grad_norm": 2.321767807006836, "learning_rate": 1.119387755102041e-05, "loss": 0.295, "step": 8630 }, { "epoch": 44.08163265306123, "grad_norm": 10.005078315734863, "learning_rate": 1.1183673469387757e-05, "loss": 0.216, "step": 8640 }, { "epoch": 44.13265306122449, "grad_norm": 10.172088623046875, "learning_rate": 1.1173469387755103e-05, "loss": 0.336, "step": 8650 }, { "epoch": 44.183673469387756, "grad_norm": 9.204157829284668, "learning_rate": 1.116326530612245e-05, "loss": 0.1377, "step": 8660 }, { "epoch": 44.234693877551024, "grad_norm": 0.3493322730064392, "learning_rate": 1.1153061224489796e-05, "loss": 0.5222, "step": 8670 }, { "epoch": 44.285714285714285, "grad_norm": 4.95557975769043, "learning_rate": 1.1142857142857143e-05, "loss": 0.292, "step": 8680 }, { "epoch": 44.33673469387755, "grad_norm": 1.297506332397461, "learning_rate": 1.113265306122449e-05, "loss": 0.1712, "step": 8690 }, { "epoch": 44.38775510204081, "grad_norm": 2.6922519207000732, "learning_rate": 1.1122448979591838e-05, "loss": 0.2791, "step": 8700 }, { "epoch": 44.43877551020408, "grad_norm": 2.3091373443603516, "learning_rate": 1.1112244897959184e-05, "loss": 0.3586, "step": 8710 }, { "epoch": 44.48979591836735, "grad_norm": 0.26918989419937134, "learning_rate": 1.1102040816326532e-05, "loss": 0.3325, "step": 8720 }, { "epoch": 44.54081632653061, "grad_norm": 11.546154975891113, "learning_rate": 1.1091836734693879e-05, "loss": 0.2399, "step": 8730 }, { "epoch": 44.59183673469388, "grad_norm": 4.936864852905273, "learning_rate": 1.1081632653061225e-05, "loss": 0.0771, "step": 8740 }, { "epoch": 44.642857142857146, "grad_norm": 4.6656813621521, "learning_rate": 1.1071428571428572e-05, "loss": 0.1901, "step": 8750 }, { "epoch": 44.69387755102041, "grad_norm": 2.98370099067688, "learning_rate": 1.1061224489795918e-05, "loss": 0.2181, "step": 8760 }, { "epoch": 44.744897959183675, "grad_norm": 11.47069263458252, "learning_rate": 1.1051020408163267e-05, "loss": 0.2669, "step": 8770 }, { "epoch": 44.795918367346935, "grad_norm": 6.381840229034424, "learning_rate": 1.1040816326530611e-05, "loss": 0.2505, "step": 8780 }, { "epoch": 44.8469387755102, "grad_norm": 0.29808229207992554, "learning_rate": 1.103061224489796e-05, "loss": 0.3411, "step": 8790 }, { "epoch": 44.89795918367347, "grad_norm": 6.780035972595215, "learning_rate": 1.1020408163265306e-05, "loss": 0.215, "step": 8800 }, { "epoch": 44.94897959183673, "grad_norm": 10.969614028930664, "learning_rate": 1.1010204081632654e-05, "loss": 0.2879, "step": 8810 }, { "epoch": 45.0, "grad_norm": 0.764427900314331, "learning_rate": 1.1000000000000001e-05, "loss": 0.3002, "step": 8820 }, { "epoch": 45.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.5002943873405457, "eval_runtime": 0.9404, "eval_samples_per_second": 294.558, "eval_steps_per_second": 37.218, "step": 8820 }, { "epoch": 45.05102040816327, "grad_norm": 5.812986850738525, "learning_rate": 1.0989795918367347e-05, "loss": 0.15, "step": 8830 }, { "epoch": 45.10204081632653, "grad_norm": 1.0182520151138306, "learning_rate": 1.0979591836734695e-05, "loss": 0.2247, "step": 8840 }, { "epoch": 45.1530612244898, "grad_norm": 3.7717044353485107, "learning_rate": 1.096938775510204e-05, "loss": 0.1436, "step": 8850 }, { "epoch": 45.204081632653065, "grad_norm": 17.78550148010254, "learning_rate": 1.095918367346939e-05, "loss": 0.2528, "step": 8860 }, { "epoch": 45.255102040816325, "grad_norm": 3.487760305404663, "learning_rate": 1.0948979591836735e-05, "loss": 0.4551, "step": 8870 }, { "epoch": 45.30612244897959, "grad_norm": 2.6087698936462402, "learning_rate": 1.0938775510204083e-05, "loss": 0.3815, "step": 8880 }, { "epoch": 45.357142857142854, "grad_norm": 13.519532203674316, "learning_rate": 1.0928571428571429e-05, "loss": 0.3009, "step": 8890 }, { "epoch": 45.40816326530612, "grad_norm": 3.4221670627593994, "learning_rate": 1.0918367346938776e-05, "loss": 0.3341, "step": 8900 }, { "epoch": 45.45918367346939, "grad_norm": 0.41899165511131287, "learning_rate": 1.0908163265306124e-05, "loss": 0.0961, "step": 8910 }, { "epoch": 45.51020408163265, "grad_norm": 1.055353045463562, "learning_rate": 1.089795918367347e-05, "loss": 0.4265, "step": 8920 }, { "epoch": 45.56122448979592, "grad_norm": 1.2329767942428589, "learning_rate": 1.0887755102040819e-05, "loss": 0.3215, "step": 8930 }, { "epoch": 45.61224489795919, "grad_norm": 3.0227720737457275, "learning_rate": 1.0877551020408163e-05, "loss": 0.502, "step": 8940 }, { "epoch": 45.66326530612245, "grad_norm": 4.809809684753418, "learning_rate": 1.0867346938775512e-05, "loss": 0.3271, "step": 8950 }, { "epoch": 45.714285714285715, "grad_norm": 3.6863017082214355, "learning_rate": 1.0857142857142858e-05, "loss": 0.3246, "step": 8960 }, { "epoch": 45.765306122448976, "grad_norm": 7.67105770111084, "learning_rate": 1.0846938775510205e-05, "loss": 0.2358, "step": 8970 }, { "epoch": 45.816326530612244, "grad_norm": 1.7396820783615112, "learning_rate": 1.0836734693877551e-05, "loss": 0.2026, "step": 8980 }, { "epoch": 45.86734693877551, "grad_norm": 2.3171074390411377, "learning_rate": 1.0826530612244899e-05, "loss": 0.148, "step": 8990 }, { "epoch": 45.91836734693877, "grad_norm": 4.390339374542236, "learning_rate": 1.0816326530612246e-05, "loss": 0.2545, "step": 9000 }, { "epoch": 45.96938775510204, "grad_norm": 13.35239028930664, "learning_rate": 1.0806122448979592e-05, "loss": 0.1525, "step": 9010 }, { "epoch": 46.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.3231888711452484, "eval_runtime": 0.9348, "eval_samples_per_second": 296.308, "eval_steps_per_second": 37.44, "step": 9016 }, { "epoch": 46.02040816326531, "grad_norm": 19.203357696533203, "learning_rate": 1.0795918367346941e-05, "loss": 0.4035, "step": 9020 }, { "epoch": 46.07142857142857, "grad_norm": 2.2039167881011963, "learning_rate": 1.0785714285714287e-05, "loss": 0.3711, "step": 9030 }, { "epoch": 46.12244897959184, "grad_norm": 1.917140007019043, "learning_rate": 1.0775510204081634e-05, "loss": 0.2079, "step": 9040 }, { "epoch": 46.173469387755105, "grad_norm": 9.410566329956055, "learning_rate": 1.076530612244898e-05, "loss": 0.2509, "step": 9050 }, { "epoch": 46.224489795918366, "grad_norm": 4.123296737670898, "learning_rate": 1.0755102040816328e-05, "loss": 0.4548, "step": 9060 }, { "epoch": 46.275510204081634, "grad_norm": 2.996526002883911, "learning_rate": 1.0744897959183673e-05, "loss": 0.1775, "step": 9070 }, { "epoch": 46.326530612244895, "grad_norm": 6.14008903503418, "learning_rate": 1.073469387755102e-05, "loss": 0.1807, "step": 9080 }, { "epoch": 46.37755102040816, "grad_norm": 5.149447441101074, "learning_rate": 1.072448979591837e-05, "loss": 0.2278, "step": 9090 }, { "epoch": 46.42857142857143, "grad_norm": 0.6238847374916077, "learning_rate": 1.0714285714285714e-05, "loss": 0.2204, "step": 9100 }, { "epoch": 46.47959183673469, "grad_norm": 8.696666717529297, "learning_rate": 1.0704081632653063e-05, "loss": 0.2924, "step": 9110 }, { "epoch": 46.53061224489796, "grad_norm": 7.7894978523254395, "learning_rate": 1.0693877551020409e-05, "loss": 0.2058, "step": 9120 }, { "epoch": 46.58163265306123, "grad_norm": 3.7465615272521973, "learning_rate": 1.0683673469387757e-05, "loss": 0.4511, "step": 9130 }, { "epoch": 46.63265306122449, "grad_norm": 8.284019470214844, "learning_rate": 1.0673469387755102e-05, "loss": 0.2944, "step": 9140 }, { "epoch": 46.683673469387756, "grad_norm": 4.210254192352295, "learning_rate": 1.066326530612245e-05, "loss": 0.1609, "step": 9150 }, { "epoch": 46.734693877551024, "grad_norm": 1.5888322591781616, "learning_rate": 1.0653061224489796e-05, "loss": 0.1958, "step": 9160 }, { "epoch": 46.785714285714285, "grad_norm": 10.489404678344727, "learning_rate": 1.0642857142857143e-05, "loss": 0.2796, "step": 9170 }, { "epoch": 46.83673469387755, "grad_norm": 1.8088388442993164, "learning_rate": 1.0632653061224492e-05, "loss": 0.1466, "step": 9180 }, { "epoch": 46.88775510204081, "grad_norm": 4.326778888702393, "learning_rate": 1.0622448979591838e-05, "loss": 0.2615, "step": 9190 }, { "epoch": 46.93877551020408, "grad_norm": 6.9802632331848145, "learning_rate": 1.0612244897959186e-05, "loss": 0.3217, "step": 9200 }, { "epoch": 46.98979591836735, "grad_norm": 9.483171463012695, "learning_rate": 1.0602040816326531e-05, "loss": 0.4022, "step": 9210 }, { "epoch": 47.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.3112559914588928, "eval_runtime": 1.0011, "eval_samples_per_second": 276.691, "eval_steps_per_second": 34.961, "step": 9212 }, { "epoch": 47.04081632653061, "grad_norm": 5.846846103668213, "learning_rate": 1.0591836734693879e-05, "loss": 0.2519, "step": 9220 }, { "epoch": 47.09183673469388, "grad_norm": 12.650550842285156, "learning_rate": 1.0581632653061225e-05, "loss": 0.1602, "step": 9230 }, { "epoch": 47.142857142857146, "grad_norm": 6.220149993896484, "learning_rate": 1.0571428571428572e-05, "loss": 0.3288, "step": 9240 }, { "epoch": 47.19387755102041, "grad_norm": 3.168201208114624, "learning_rate": 1.0561224489795918e-05, "loss": 0.1582, "step": 9250 }, { "epoch": 47.244897959183675, "grad_norm": 2.817613124847412, "learning_rate": 1.0551020408163265e-05, "loss": 0.3362, "step": 9260 }, { "epoch": 47.295918367346935, "grad_norm": 2.279808521270752, "learning_rate": 1.0540816326530615e-05, "loss": 0.3093, "step": 9270 }, { "epoch": 47.3469387755102, "grad_norm": 9.442809104919434, "learning_rate": 1.053061224489796e-05, "loss": 0.4158, "step": 9280 }, { "epoch": 47.39795918367347, "grad_norm": 7.1183342933654785, "learning_rate": 1.0520408163265308e-05, "loss": 0.1822, "step": 9290 }, { "epoch": 47.44897959183673, "grad_norm": 1.518853783607483, "learning_rate": 1.0510204081632654e-05, "loss": 0.1303, "step": 9300 }, { "epoch": 47.5, "grad_norm": 5.1223602294921875, "learning_rate": 1.0500000000000001e-05, "loss": 0.6394, "step": 9310 }, { "epoch": 47.55102040816327, "grad_norm": 8.16996955871582, "learning_rate": 1.0489795918367347e-05, "loss": 0.286, "step": 9320 }, { "epoch": 47.60204081632653, "grad_norm": 7.438451766967773, "learning_rate": 1.0479591836734694e-05, "loss": 0.2902, "step": 9330 }, { "epoch": 47.6530612244898, "grad_norm": 9.90367603302002, "learning_rate": 1.046938775510204e-05, "loss": 0.1833, "step": 9340 }, { "epoch": 47.704081632653065, "grad_norm": 1.0031007528305054, "learning_rate": 1.045918367346939e-05, "loss": 0.27, "step": 9350 }, { "epoch": 47.755102040816325, "grad_norm": 5.630500793457031, "learning_rate": 1.0448979591836737e-05, "loss": 0.2838, "step": 9360 }, { "epoch": 47.80612244897959, "grad_norm": 3.1275367736816406, "learning_rate": 1.0438775510204083e-05, "loss": 0.1895, "step": 9370 }, { "epoch": 47.857142857142854, "grad_norm": 4.408709526062012, "learning_rate": 1.042857142857143e-05, "loss": 0.234, "step": 9380 }, { "epoch": 47.90816326530612, "grad_norm": 1.6241774559020996, "learning_rate": 1.0418367346938776e-05, "loss": 0.0964, "step": 9390 }, { "epoch": 47.95918367346939, "grad_norm": 13.035674095153809, "learning_rate": 1.0408163265306123e-05, "loss": 0.4994, "step": 9400 }, { "epoch": 48.0, "eval_accuracy": 0.855595667870036, "eval_loss": 0.4494384229183197, "eval_runtime": 0.943, "eval_samples_per_second": 293.731, "eval_steps_per_second": 37.114, "step": 9408 }, { "epoch": 48.01020408163265, "grad_norm": 2.8087539672851562, "learning_rate": 1.039795918367347e-05, "loss": 0.2604, "step": 9410 }, { "epoch": 48.06122448979592, "grad_norm": 2.577768325805664, "learning_rate": 1.0387755102040817e-05, "loss": 0.2844, "step": 9420 }, { "epoch": 48.11224489795919, "grad_norm": 11.842287063598633, "learning_rate": 1.0377551020408162e-05, "loss": 0.3377, "step": 9430 }, { "epoch": 48.16326530612245, "grad_norm": 14.558892250061035, "learning_rate": 1.0367346938775512e-05, "loss": 0.2846, "step": 9440 }, { "epoch": 48.214285714285715, "grad_norm": 2.9422316551208496, "learning_rate": 1.0357142857142859e-05, "loss": 0.2325, "step": 9450 }, { "epoch": 48.265306122448976, "grad_norm": 2.472435235977173, "learning_rate": 1.0346938775510205e-05, "loss": 0.1945, "step": 9460 }, { "epoch": 48.316326530612244, "grad_norm": 6.785258769989014, "learning_rate": 1.0336734693877552e-05, "loss": 0.2503, "step": 9470 }, { "epoch": 48.36734693877551, "grad_norm": 1.3686105012893677, "learning_rate": 1.0326530612244898e-05, "loss": 0.3424, "step": 9480 }, { "epoch": 48.41836734693877, "grad_norm": 2.2825608253479004, "learning_rate": 1.0316326530612246e-05, "loss": 0.1742, "step": 9490 }, { "epoch": 48.46938775510204, "grad_norm": 8.19665813446045, "learning_rate": 1.0306122448979591e-05, "loss": 0.2663, "step": 9500 }, { "epoch": 48.52040816326531, "grad_norm": 5.659435272216797, "learning_rate": 1.029591836734694e-05, "loss": 0.2131, "step": 9510 }, { "epoch": 48.57142857142857, "grad_norm": 6.981075763702393, "learning_rate": 1.0285714285714285e-05, "loss": 0.209, "step": 9520 }, { "epoch": 48.62244897959184, "grad_norm": 5.7839202880859375, "learning_rate": 1.0275510204081634e-05, "loss": 0.1524, "step": 9530 }, { "epoch": 48.673469387755105, "grad_norm": 6.4543890953063965, "learning_rate": 1.0265306122448981e-05, "loss": 0.332, "step": 9540 }, { "epoch": 48.724489795918366, "grad_norm": 1.987481713294983, "learning_rate": 1.0255102040816327e-05, "loss": 0.2465, "step": 9550 }, { "epoch": 48.775510204081634, "grad_norm": 4.892277717590332, "learning_rate": 1.0244897959183675e-05, "loss": 0.3518, "step": 9560 }, { "epoch": 48.826530612244895, "grad_norm": 6.381310939788818, "learning_rate": 1.023469387755102e-05, "loss": 0.2743, "step": 9570 }, { "epoch": 48.87755102040816, "grad_norm": 8.336471557617188, "learning_rate": 1.0224489795918368e-05, "loss": 0.4257, "step": 9580 }, { "epoch": 48.92857142857143, "grad_norm": 1.3258341550827026, "learning_rate": 1.0214285714285714e-05, "loss": 0.055, "step": 9590 }, { "epoch": 48.97959183673469, "grad_norm": 10.289790153503418, "learning_rate": 1.0204081632653063e-05, "loss": 0.6512, "step": 9600 }, { "epoch": 49.0, "eval_accuracy": 0.9205776173285198, "eval_loss": 0.37217509746551514, "eval_runtime": 0.9375, "eval_samples_per_second": 295.453, "eval_steps_per_second": 37.332, "step": 9604 }, { "epoch": 49.03061224489796, "grad_norm": 2.5601608753204346, "learning_rate": 1.0193877551020409e-05, "loss": 0.2695, "step": 9610 }, { "epoch": 49.08163265306123, "grad_norm": 8.381750106811523, "learning_rate": 1.0183673469387756e-05, "loss": 0.3243, "step": 9620 }, { "epoch": 49.13265306122449, "grad_norm": 9.810985565185547, "learning_rate": 1.0173469387755104e-05, "loss": 0.3454, "step": 9630 }, { "epoch": 49.183673469387756, "grad_norm": 10.479945182800293, "learning_rate": 1.016326530612245e-05, "loss": 0.324, "step": 9640 }, { "epoch": 49.234693877551024, "grad_norm": 9.079980850219727, "learning_rate": 1.0153061224489797e-05, "loss": 0.427, "step": 9650 }, { "epoch": 49.285714285714285, "grad_norm": 11.63463020324707, "learning_rate": 1.0142857142857143e-05, "loss": 0.3591, "step": 9660 }, { "epoch": 49.33673469387755, "grad_norm": 2.4312291145324707, "learning_rate": 1.013265306122449e-05, "loss": 0.2909, "step": 9670 }, { "epoch": 49.38775510204081, "grad_norm": 1.2564700841903687, "learning_rate": 1.0122448979591836e-05, "loss": 0.1863, "step": 9680 }, { "epoch": 49.43877551020408, "grad_norm": 5.644169330596924, "learning_rate": 1.0112244897959185e-05, "loss": 0.2788, "step": 9690 }, { "epoch": 49.48979591836735, "grad_norm": 6.595949172973633, "learning_rate": 1.0102040816326531e-05, "loss": 0.3373, "step": 9700 }, { "epoch": 49.54081632653061, "grad_norm": 0.5495048761367798, "learning_rate": 1.0091836734693879e-05, "loss": 0.1776, "step": 9710 }, { "epoch": 49.59183673469388, "grad_norm": 11.747842788696289, "learning_rate": 1.0081632653061226e-05, "loss": 0.352, "step": 9720 }, { "epoch": 49.642857142857146, "grad_norm": 2.48116135597229, "learning_rate": 1.0071428571428572e-05, "loss": 0.1722, "step": 9730 }, { "epoch": 49.69387755102041, "grad_norm": 8.725930213928223, "learning_rate": 1.006122448979592e-05, "loss": 0.1544, "step": 9740 }, { "epoch": 49.744897959183675, "grad_norm": 1.277961254119873, "learning_rate": 1.0051020408163265e-05, "loss": 0.2064, "step": 9750 }, { "epoch": 49.795918367346935, "grad_norm": 0.349727064371109, "learning_rate": 1.0040816326530614e-05, "loss": 0.1728, "step": 9760 }, { "epoch": 49.8469387755102, "grad_norm": 2.0223069190979004, "learning_rate": 1.003061224489796e-05, "loss": 0.4544, "step": 9770 }, { "epoch": 49.89795918367347, "grad_norm": 0.8309898972511292, "learning_rate": 1.0020408163265308e-05, "loss": 0.1539, "step": 9780 }, { "epoch": 49.94897959183673, "grad_norm": 2.0115163326263428, "learning_rate": 1.0010204081632653e-05, "loss": 0.4388, "step": 9790 }, { "epoch": 50.0, "grad_norm": 7.568119525909424, "learning_rate": 1e-05, "loss": 0.3152, "step": 9800 }, { "epoch": 50.0, "eval_accuracy": 0.9097472924187726, "eval_loss": 0.2852139472961426, "eval_runtime": 0.9346, "eval_samples_per_second": 296.382, "eval_steps_per_second": 37.449, "step": 9800 }, { "epoch": 50.05102040816327, "grad_norm": 1.160243034362793, "learning_rate": 9.989795918367348e-06, "loss": 0.2282, "step": 9810 }, { "epoch": 50.10204081632653, "grad_norm": 13.818071365356445, "learning_rate": 9.979591836734694e-06, "loss": 0.2916, "step": 9820 }, { "epoch": 50.1530612244898, "grad_norm": 4.897973537445068, "learning_rate": 9.969387755102042e-06, "loss": 0.2524, "step": 9830 }, { "epoch": 50.204081632653065, "grad_norm": 5.517409324645996, "learning_rate": 9.959183673469387e-06, "loss": 0.2813, "step": 9840 }, { "epoch": 50.255102040816325, "grad_norm": 6.2214274406433105, "learning_rate": 9.948979591836737e-06, "loss": 0.2462, "step": 9850 }, { "epoch": 50.30612244897959, "grad_norm": 0.3451865315437317, "learning_rate": 9.938775510204082e-06, "loss": 0.2339, "step": 9860 }, { "epoch": 50.357142857142854, "grad_norm": 6.983676433563232, "learning_rate": 9.92857142857143e-06, "loss": 0.1045, "step": 9870 }, { "epoch": 50.40816326530612, "grad_norm": 1.0857036113739014, "learning_rate": 9.918367346938776e-06, "loss": 0.0822, "step": 9880 }, { "epoch": 50.45918367346939, "grad_norm": 0.8820812702178955, "learning_rate": 9.908163265306123e-06, "loss": 0.2875, "step": 9890 }, { "epoch": 50.51020408163265, "grad_norm": 4.251252174377441, "learning_rate": 9.89795918367347e-06, "loss": 0.2354, "step": 9900 }, { "epoch": 50.56122448979592, "grad_norm": 17.90270233154297, "learning_rate": 9.887755102040816e-06, "loss": 0.4852, "step": 9910 }, { "epoch": 50.61224489795919, "grad_norm": 11.787466049194336, "learning_rate": 9.877551020408164e-06, "loss": 0.4315, "step": 9920 }, { "epoch": 50.66326530612245, "grad_norm": 3.597476005554199, "learning_rate": 9.867346938775511e-06, "loss": 0.2477, "step": 9930 }, { "epoch": 50.714285714285715, "grad_norm": 2.140202522277832, "learning_rate": 9.857142857142859e-06, "loss": 0.1874, "step": 9940 }, { "epoch": 50.765306122448976, "grad_norm": 11.62266731262207, "learning_rate": 9.846938775510205e-06, "loss": 0.3983, "step": 9950 }, { "epoch": 50.816326530612244, "grad_norm": 11.113944053649902, "learning_rate": 9.836734693877552e-06, "loss": 0.4397, "step": 9960 }, { "epoch": 50.86734693877551, "grad_norm": 9.346400260925293, "learning_rate": 9.8265306122449e-06, "loss": 0.2636, "step": 9970 }, { "epoch": 50.91836734693877, "grad_norm": 1.1383917331695557, "learning_rate": 9.816326530612245e-06, "loss": 0.2994, "step": 9980 }, { "epoch": 50.96938775510204, "grad_norm": 6.278914451599121, "learning_rate": 9.806122448979593e-06, "loss": 0.1165, "step": 9990 }, { "epoch": 51.0, "eval_accuracy": 0.8628158844765343, "eval_loss": 0.4137951135635376, "eval_runtime": 0.9343, "eval_samples_per_second": 296.489, "eval_steps_per_second": 37.463, "step": 9996 }, { "epoch": 51.02040816326531, "grad_norm": 5.278802871704102, "learning_rate": 9.795918367346939e-06, "loss": 0.251, "step": 10000 }, { "epoch": 51.07142857142857, "grad_norm": 10.420355796813965, "learning_rate": 9.785714285714286e-06, "loss": 0.1771, "step": 10010 }, { "epoch": 51.12244897959184, "grad_norm": 14.361730575561523, "learning_rate": 9.775510204081634e-06, "loss": 0.3886, "step": 10020 }, { "epoch": 51.173469387755105, "grad_norm": 7.604317665100098, "learning_rate": 9.765306122448981e-06, "loss": 0.1775, "step": 10030 }, { "epoch": 51.224489795918366, "grad_norm": 1.9585540294647217, "learning_rate": 9.755102040816327e-06, "loss": 0.2672, "step": 10040 }, { "epoch": 51.275510204081634, "grad_norm": 1.5716756582260132, "learning_rate": 9.744897959183674e-06, "loss": 0.093, "step": 10050 }, { "epoch": 51.326530612244895, "grad_norm": 10.107017517089844, "learning_rate": 9.734693877551022e-06, "loss": 0.4693, "step": 10060 }, { "epoch": 51.37755102040816, "grad_norm": 2.6521267890930176, "learning_rate": 9.724489795918368e-06, "loss": 0.2922, "step": 10070 }, { "epoch": 51.42857142857143, "grad_norm": 3.5833919048309326, "learning_rate": 9.714285714285715e-06, "loss": 0.1893, "step": 10080 }, { "epoch": 51.47959183673469, "grad_norm": 3.322532892227173, "learning_rate": 9.704081632653061e-06, "loss": 0.1881, "step": 10090 }, { "epoch": 51.53061224489796, "grad_norm": 12.746216773986816, "learning_rate": 9.693877551020408e-06, "loss": 0.4767, "step": 10100 }, { "epoch": 51.58163265306123, "grad_norm": 4.599057674407959, "learning_rate": 9.683673469387756e-06, "loss": 0.2251, "step": 10110 }, { "epoch": 51.63265306122449, "grad_norm": 11.859138488769531, "learning_rate": 9.673469387755103e-06, "loss": 0.2792, "step": 10120 }, { "epoch": 51.683673469387756, "grad_norm": 0.5115078091621399, "learning_rate": 9.663265306122451e-06, "loss": 0.0973, "step": 10130 }, { "epoch": 51.734693877551024, "grad_norm": 1.4567404985427856, "learning_rate": 9.653061224489797e-06, "loss": 0.1249, "step": 10140 }, { "epoch": 51.785714285714285, "grad_norm": 1.8316110372543335, "learning_rate": 9.642857142857144e-06, "loss": 0.2642, "step": 10150 }, { "epoch": 51.83673469387755, "grad_norm": 7.921043395996094, "learning_rate": 9.63265306122449e-06, "loss": 0.2997, "step": 10160 }, { "epoch": 51.88775510204081, "grad_norm": 0.15132638812065125, "learning_rate": 9.622448979591837e-06, "loss": 0.2621, "step": 10170 }, { "epoch": 51.93877551020408, "grad_norm": 3.1799213886260986, "learning_rate": 9.612244897959185e-06, "loss": 0.4857, "step": 10180 }, { "epoch": 51.98979591836735, "grad_norm": 6.599296569824219, "learning_rate": 9.60204081632653e-06, "loss": 0.216, "step": 10190 }, { "epoch": 52.0, "eval_accuracy": 0.8953068592057761, "eval_loss": 0.34130236506462097, "eval_runtime": 0.9456, "eval_samples_per_second": 292.95, "eval_steps_per_second": 37.015, "step": 10192 }, { "epoch": 52.04081632653061, "grad_norm": 0.39954033493995667, "learning_rate": 9.591836734693878e-06, "loss": 0.2164, "step": 10200 }, { "epoch": 52.09183673469388, "grad_norm": 0.30738261342048645, "learning_rate": 9.581632653061226e-06, "loss": 0.314, "step": 10210 }, { "epoch": 52.142857142857146, "grad_norm": 4.521490573883057, "learning_rate": 9.571428571428573e-06, "loss": 0.4708, "step": 10220 }, { "epoch": 52.19387755102041, "grad_norm": 8.1461181640625, "learning_rate": 9.561224489795919e-06, "loss": 0.3965, "step": 10230 }, { "epoch": 52.244897959183675, "grad_norm": 8.73324966430664, "learning_rate": 9.551020408163266e-06, "loss": 0.2251, "step": 10240 }, { "epoch": 52.295918367346935, "grad_norm": 5.212022304534912, "learning_rate": 9.540816326530612e-06, "loss": 0.0885, "step": 10250 }, { "epoch": 52.3469387755102, "grad_norm": 3.9524590969085693, "learning_rate": 9.53061224489796e-06, "loss": 0.2023, "step": 10260 }, { "epoch": 52.39795918367347, "grad_norm": 6.595174789428711, "learning_rate": 9.520408163265307e-06, "loss": 0.1592, "step": 10270 }, { "epoch": 52.44897959183673, "grad_norm": 10.941976547241211, "learning_rate": 9.510204081632653e-06, "loss": 0.4717, "step": 10280 }, { "epoch": 52.5, "grad_norm": 8.068604469299316, "learning_rate": 9.5e-06, "loss": 0.3821, "step": 10290 }, { "epoch": 52.55102040816327, "grad_norm": 6.500422477722168, "learning_rate": 9.489795918367348e-06, "loss": 0.171, "step": 10300 }, { "epoch": 52.60204081632653, "grad_norm": 18.862512588500977, "learning_rate": 9.479591836734695e-06, "loss": 0.3375, "step": 10310 }, { "epoch": 52.6530612244898, "grad_norm": 4.508473873138428, "learning_rate": 9.469387755102041e-06, "loss": 0.2942, "step": 10320 }, { "epoch": 52.704081632653065, "grad_norm": 2.781569004058838, "learning_rate": 9.459183673469389e-06, "loss": 0.2091, "step": 10330 }, { "epoch": 52.755102040816325, "grad_norm": 14.221521377563477, "learning_rate": 9.448979591836736e-06, "loss": 0.3069, "step": 10340 }, { "epoch": 52.80612244897959, "grad_norm": 5.661198139190674, "learning_rate": 9.438775510204082e-06, "loss": 0.2134, "step": 10350 }, { "epoch": 52.857142857142854, "grad_norm": 10.020429611206055, "learning_rate": 9.42857142857143e-06, "loss": 0.2813, "step": 10360 }, { "epoch": 52.90816326530612, "grad_norm": 10.018217086791992, "learning_rate": 9.418367346938775e-06, "loss": 0.3867, "step": 10370 }, { "epoch": 52.95918367346939, "grad_norm": 0.26604777574539185, "learning_rate": 9.408163265306123e-06, "loss": 0.1455, "step": 10380 }, { "epoch": 53.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.30462250113487244, "eval_runtime": 0.9334, "eval_samples_per_second": 296.752, "eval_steps_per_second": 37.496, "step": 10388 }, { "epoch": 53.01020408163265, "grad_norm": 2.2215254306793213, "learning_rate": 9.39795918367347e-06, "loss": 0.418, "step": 10390 }, { "epoch": 53.06122448979592, "grad_norm": 5.510087966918945, "learning_rate": 9.387755102040818e-06, "loss": 0.362, "step": 10400 }, { "epoch": 53.11224489795919, "grad_norm": 1.2044073343276978, "learning_rate": 9.377551020408164e-06, "loss": 0.2571, "step": 10410 }, { "epoch": 53.16326530612245, "grad_norm": 6.720277786254883, "learning_rate": 9.367346938775511e-06, "loss": 0.2213, "step": 10420 }, { "epoch": 53.214285714285715, "grad_norm": 10.51973819732666, "learning_rate": 9.357142857142859e-06, "loss": 0.149, "step": 10430 }, { "epoch": 53.265306122448976, "grad_norm": 7.785160064697266, "learning_rate": 9.346938775510204e-06, "loss": 0.3354, "step": 10440 }, { "epoch": 53.316326530612244, "grad_norm": 2.9712700843811035, "learning_rate": 9.336734693877552e-06, "loss": 0.2505, "step": 10450 }, { "epoch": 53.36734693877551, "grad_norm": 4.9919962882995605, "learning_rate": 9.326530612244898e-06, "loss": 0.2684, "step": 10460 }, { "epoch": 53.41836734693877, "grad_norm": 2.1093006134033203, "learning_rate": 9.316326530612245e-06, "loss": 0.1597, "step": 10470 }, { "epoch": 53.46938775510204, "grad_norm": 4.116796016693115, "learning_rate": 9.306122448979593e-06, "loss": 0.2162, "step": 10480 }, { "epoch": 53.52040816326531, "grad_norm": 4.428661346435547, "learning_rate": 9.29591836734694e-06, "loss": 0.1825, "step": 10490 }, { "epoch": 53.57142857142857, "grad_norm": 5.626094341278076, "learning_rate": 9.285714285714288e-06, "loss": 0.1225, "step": 10500 }, { "epoch": 53.62244897959184, "grad_norm": 1.5667091608047485, "learning_rate": 9.275510204081633e-06, "loss": 0.2052, "step": 10510 }, { "epoch": 53.673469387755105, "grad_norm": 3.0137667655944824, "learning_rate": 9.26530612244898e-06, "loss": 0.1321, "step": 10520 }, { "epoch": 53.724489795918366, "grad_norm": 7.578505516052246, "learning_rate": 9.255102040816327e-06, "loss": 0.2478, "step": 10530 }, { "epoch": 53.775510204081634, "grad_norm": 2.6894452571868896, "learning_rate": 9.244897959183674e-06, "loss": 0.2133, "step": 10540 }, { "epoch": 53.826530612244895, "grad_norm": 13.425848007202148, "learning_rate": 9.234693877551022e-06, "loss": 0.2095, "step": 10550 }, { "epoch": 53.87755102040816, "grad_norm": 0.28253173828125, "learning_rate": 9.224489795918367e-06, "loss": 0.2264, "step": 10560 }, { "epoch": 53.92857142857143, "grad_norm": 1.276113748550415, "learning_rate": 9.214285714285715e-06, "loss": 0.1314, "step": 10570 }, { "epoch": 53.97959183673469, "grad_norm": 3.8790574073791504, "learning_rate": 9.204081632653062e-06, "loss": 0.554, "step": 10580 }, { "epoch": 54.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.2849152684211731, "eval_runtime": 0.9325, "eval_samples_per_second": 297.065, "eval_steps_per_second": 37.535, "step": 10584 }, { "epoch": 54.03061224489796, "grad_norm": 9.941154479980469, "learning_rate": 9.19387755102041e-06, "loss": 0.2049, "step": 10590 }, { "epoch": 54.08163265306123, "grad_norm": 13.770801544189453, "learning_rate": 9.183673469387756e-06, "loss": 0.1889, "step": 10600 }, { "epoch": 54.13265306122449, "grad_norm": 0.3031742572784424, "learning_rate": 9.173469387755103e-06, "loss": 0.3012, "step": 10610 }, { "epoch": 54.183673469387756, "grad_norm": 6.222158908843994, "learning_rate": 9.163265306122449e-06, "loss": 0.1944, "step": 10620 }, { "epoch": 54.234693877551024, "grad_norm": 0.2729008197784424, "learning_rate": 9.153061224489796e-06, "loss": 0.1875, "step": 10630 }, { "epoch": 54.285714285714285, "grad_norm": 1.3354541063308716, "learning_rate": 9.142857142857144e-06, "loss": 0.1959, "step": 10640 }, { "epoch": 54.33673469387755, "grad_norm": 3.6860952377319336, "learning_rate": 9.13265306122449e-06, "loss": 0.4611, "step": 10650 }, { "epoch": 54.38775510204081, "grad_norm": 2.5632665157318115, "learning_rate": 9.122448979591837e-06, "loss": 0.1682, "step": 10660 }, { "epoch": 54.43877551020408, "grad_norm": 0.9468786120414734, "learning_rate": 9.112244897959185e-06, "loss": 0.2813, "step": 10670 }, { "epoch": 54.48979591836735, "grad_norm": 7.614074230194092, "learning_rate": 9.102040816326532e-06, "loss": 0.235, "step": 10680 }, { "epoch": 54.54081632653061, "grad_norm": 10.54065227508545, "learning_rate": 9.091836734693878e-06, "loss": 0.2602, "step": 10690 }, { "epoch": 54.59183673469388, "grad_norm": 14.505642890930176, "learning_rate": 9.081632653061225e-06, "loss": 0.3777, "step": 10700 }, { "epoch": 54.642857142857146, "grad_norm": 6.543236255645752, "learning_rate": 9.071428571428573e-06, "loss": 0.2374, "step": 10710 }, { "epoch": 54.69387755102041, "grad_norm": 1.4957891702651978, "learning_rate": 9.061224489795919e-06, "loss": 0.3301, "step": 10720 }, { "epoch": 54.744897959183675, "grad_norm": 4.956941604614258, "learning_rate": 9.051020408163266e-06, "loss": 0.2131, "step": 10730 }, { "epoch": 54.795918367346935, "grad_norm": 16.052499771118164, "learning_rate": 9.040816326530612e-06, "loss": 0.3309, "step": 10740 }, { "epoch": 54.8469387755102, "grad_norm": 2.2586865425109863, "learning_rate": 9.03061224489796e-06, "loss": 0.2048, "step": 10750 }, { "epoch": 54.89795918367347, "grad_norm": 6.091680526733398, "learning_rate": 9.020408163265307e-06, "loss": 0.1964, "step": 10760 }, { "epoch": 54.94897959183673, "grad_norm": 2.350778818130493, "learning_rate": 9.010204081632654e-06, "loss": 0.1545, "step": 10770 }, { "epoch": 55.0, "grad_norm": 15.803840637207031, "learning_rate": 9e-06, "loss": 0.3586, "step": 10780 }, { "epoch": 55.0, "eval_accuracy": 0.9133574007220217, "eval_loss": 0.35168057680130005, "eval_runtime": 0.9347, "eval_samples_per_second": 296.337, "eval_steps_per_second": 37.443, "step": 10780 }, { "epoch": 55.05102040816327, "grad_norm": 8.534765243530273, "learning_rate": 8.989795918367348e-06, "loss": 0.172, "step": 10790 }, { "epoch": 55.10204081632653, "grad_norm": 6.930604457855225, "learning_rate": 8.979591836734695e-06, "loss": 0.3134, "step": 10800 }, { "epoch": 55.1530612244898, "grad_norm": 4.500041961669922, "learning_rate": 8.969387755102041e-06, "loss": 0.3951, "step": 10810 }, { "epoch": 55.204081632653065, "grad_norm": 10.691000938415527, "learning_rate": 8.959183673469388e-06, "loss": 0.556, "step": 10820 }, { "epoch": 55.255102040816325, "grad_norm": 5.5316853523254395, "learning_rate": 8.948979591836734e-06, "loss": 0.2841, "step": 10830 }, { "epoch": 55.30612244897959, "grad_norm": 11.046544075012207, "learning_rate": 8.938775510204082e-06, "loss": 0.1667, "step": 10840 }, { "epoch": 55.357142857142854, "grad_norm": 3.7789947986602783, "learning_rate": 8.92857142857143e-06, "loss": 0.2502, "step": 10850 }, { "epoch": 55.40816326530612, "grad_norm": 3.0397422313690186, "learning_rate": 8.918367346938777e-06, "loss": 0.3261, "step": 10860 }, { "epoch": 55.45918367346939, "grad_norm": 10.146750450134277, "learning_rate": 8.908163265306124e-06, "loss": 0.4223, "step": 10870 }, { "epoch": 55.51020408163265, "grad_norm": 14.126100540161133, "learning_rate": 8.89795918367347e-06, "loss": 0.3837, "step": 10880 }, { "epoch": 55.56122448979592, "grad_norm": 12.385411262512207, "learning_rate": 8.887755102040817e-06, "loss": 0.4422, "step": 10890 }, { "epoch": 55.61224489795919, "grad_norm": 1.6094768047332764, "learning_rate": 8.877551020408163e-06, "loss": 0.2001, "step": 10900 }, { "epoch": 55.66326530612245, "grad_norm": 0.18602848052978516, "learning_rate": 8.86734693877551e-06, "loss": 0.2053, "step": 10910 }, { "epoch": 55.714285714285715, "grad_norm": 7.022019386291504, "learning_rate": 8.857142857142858e-06, "loss": 0.3404, "step": 10920 }, { "epoch": 55.765306122448976, "grad_norm": 3.6204686164855957, "learning_rate": 8.846938775510204e-06, "loss": 0.1141, "step": 10930 }, { "epoch": 55.816326530612244, "grad_norm": 0.32874494791030884, "learning_rate": 8.836734693877552e-06, "loss": 0.1693, "step": 10940 }, { "epoch": 55.86734693877551, "grad_norm": 3.1909286975860596, "learning_rate": 8.826530612244899e-06, "loss": 0.333, "step": 10950 }, { "epoch": 55.91836734693877, "grad_norm": 6.641414165496826, "learning_rate": 8.816326530612247e-06, "loss": 0.2012, "step": 10960 }, { "epoch": 55.96938775510204, "grad_norm": 9.18001651763916, "learning_rate": 8.806122448979592e-06, "loss": 0.2239, "step": 10970 }, { "epoch": 56.0, "eval_accuracy": 0.9025270758122743, "eval_loss": 0.45381447672843933, "eval_runtime": 0.9387, "eval_samples_per_second": 295.088, "eval_steps_per_second": 37.286, "step": 10976 }, { "epoch": 56.02040816326531, "grad_norm": 7.012698173522949, "learning_rate": 8.79591836734694e-06, "loss": 0.3606, "step": 10980 }, { "epoch": 56.07142857142857, "grad_norm": 0.33083972334861755, "learning_rate": 8.785714285714286e-06, "loss": 0.164, "step": 10990 }, { "epoch": 56.12244897959184, "grad_norm": 1.1617504358291626, "learning_rate": 8.775510204081633e-06, "loss": 0.4036, "step": 11000 }, { "epoch": 56.173469387755105, "grad_norm": 18.734424591064453, "learning_rate": 8.76530612244898e-06, "loss": 0.2242, "step": 11010 }, { "epoch": 56.224489795918366, "grad_norm": 0.8280305862426758, "learning_rate": 8.755102040816326e-06, "loss": 0.24, "step": 11020 }, { "epoch": 56.275510204081634, "grad_norm": 1.0710173845291138, "learning_rate": 8.744897959183676e-06, "loss": 0.2093, "step": 11030 }, { "epoch": 56.326530612244895, "grad_norm": 0.26472461223602295, "learning_rate": 8.734693877551021e-06, "loss": 0.3167, "step": 11040 }, { "epoch": 56.37755102040816, "grad_norm": 17.181556701660156, "learning_rate": 8.724489795918369e-06, "loss": 0.3231, "step": 11050 }, { "epoch": 56.42857142857143, "grad_norm": 0.4559863209724426, "learning_rate": 8.714285714285715e-06, "loss": 0.1493, "step": 11060 }, { "epoch": 56.47959183673469, "grad_norm": 14.466240882873535, "learning_rate": 8.704081632653062e-06, "loss": 0.3536, "step": 11070 }, { "epoch": 56.53061224489796, "grad_norm": 1.9131622314453125, "learning_rate": 8.69387755102041e-06, "loss": 0.2293, "step": 11080 }, { "epoch": 56.58163265306123, "grad_norm": 3.1065633296966553, "learning_rate": 8.683673469387755e-06, "loss": 0.1173, "step": 11090 }, { "epoch": 56.63265306122449, "grad_norm": 12.009686470031738, "learning_rate": 8.673469387755103e-06, "loss": 0.2443, "step": 11100 }, { "epoch": 56.683673469387756, "grad_norm": 2.6055593490600586, "learning_rate": 8.663265306122449e-06, "loss": 0.4624, "step": 11110 }, { "epoch": 56.734693877551024, "grad_norm": 6.770671367645264, "learning_rate": 8.653061224489798e-06, "loss": 0.2318, "step": 11120 }, { "epoch": 56.785714285714285, "grad_norm": 6.624651908874512, "learning_rate": 8.642857142857144e-06, "loss": 0.3801, "step": 11130 }, { "epoch": 56.83673469387755, "grad_norm": 0.4821954667568207, "learning_rate": 8.632653061224491e-06, "loss": 0.2533, "step": 11140 }, { "epoch": 56.88775510204081, "grad_norm": 7.2710113525390625, "learning_rate": 8.622448979591837e-06, "loss": 0.2761, "step": 11150 }, { "epoch": 56.93877551020408, "grad_norm": 20.32927131652832, "learning_rate": 8.612244897959184e-06, "loss": 0.4597, "step": 11160 }, { "epoch": 56.98979591836735, "grad_norm": 0.4477481245994568, "learning_rate": 8.602040816326532e-06, "loss": 0.1725, "step": 11170 }, { "epoch": 57.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.44916799664497375, "eval_runtime": 0.9302, "eval_samples_per_second": 297.771, "eval_steps_per_second": 37.625, "step": 11172 }, { "epoch": 57.04081632653061, "grad_norm": 11.276688575744629, "learning_rate": 8.591836734693878e-06, "loss": 0.234, "step": 11180 }, { "epoch": 57.09183673469388, "grad_norm": 1.517318844795227, "learning_rate": 8.581632653061225e-06, "loss": 0.1559, "step": 11190 }, { "epoch": 57.142857142857146, "grad_norm": 7.025010585784912, "learning_rate": 8.571428571428571e-06, "loss": 0.2112, "step": 11200 }, { "epoch": 57.19387755102041, "grad_norm": 10.036983489990234, "learning_rate": 8.56122448979592e-06, "loss": 0.2964, "step": 11210 }, { "epoch": 57.244897959183675, "grad_norm": 9.007682800292969, "learning_rate": 8.551020408163266e-06, "loss": 0.2345, "step": 11220 }, { "epoch": 57.295918367346935, "grad_norm": 15.974291801452637, "learning_rate": 8.540816326530613e-06, "loss": 0.5178, "step": 11230 }, { "epoch": 57.3469387755102, "grad_norm": 0.5210385918617249, "learning_rate": 8.530612244897961e-06, "loss": 0.0861, "step": 11240 }, { "epoch": 57.39795918367347, "grad_norm": 0.22501814365386963, "learning_rate": 8.520408163265307e-06, "loss": 0.1869, "step": 11250 }, { "epoch": 57.44897959183673, "grad_norm": 1.9573888778686523, "learning_rate": 8.510204081632654e-06, "loss": 0.2643, "step": 11260 }, { "epoch": 57.5, "grad_norm": 3.5790092945098877, "learning_rate": 8.5e-06, "loss": 0.1604, "step": 11270 }, { "epoch": 57.55102040816327, "grad_norm": 10.310325622558594, "learning_rate": 8.489795918367347e-06, "loss": 0.1772, "step": 11280 }, { "epoch": 57.60204081632653, "grad_norm": 10.196538925170898, "learning_rate": 8.479591836734695e-06, "loss": 0.1882, "step": 11290 }, { "epoch": 57.6530612244898, "grad_norm": 6.247244358062744, "learning_rate": 8.469387755102042e-06, "loss": 0.2541, "step": 11300 }, { "epoch": 57.704081632653065, "grad_norm": 11.577144622802734, "learning_rate": 8.459183673469388e-06, "loss": 0.3183, "step": 11310 }, { "epoch": 57.755102040816325, "grad_norm": 1.9273695945739746, "learning_rate": 8.448979591836736e-06, "loss": 0.1365, "step": 11320 }, { "epoch": 57.80612244897959, "grad_norm": 3.144540548324585, "learning_rate": 8.438775510204083e-06, "loss": 0.2859, "step": 11330 }, { "epoch": 57.857142857142854, "grad_norm": 10.630606651306152, "learning_rate": 8.428571428571429e-06, "loss": 0.2768, "step": 11340 }, { "epoch": 57.90816326530612, "grad_norm": 17.469684600830078, "learning_rate": 8.418367346938776e-06, "loss": 0.3497, "step": 11350 }, { "epoch": 57.95918367346939, "grad_norm": 1.6836483478546143, "learning_rate": 8.408163265306122e-06, "loss": 0.4689, "step": 11360 }, { "epoch": 58.0, "eval_accuracy": 0.8628158844765343, "eval_loss": 0.4738902747631073, "eval_runtime": 0.9341, "eval_samples_per_second": 296.536, "eval_steps_per_second": 37.468, "step": 11368 }, { "epoch": 58.01020408163265, "grad_norm": 12.947834968566895, "learning_rate": 8.39795918367347e-06, "loss": 0.3388, "step": 11370 }, { "epoch": 58.06122448979592, "grad_norm": 9.694038391113281, "learning_rate": 8.387755102040817e-06, "loss": 0.2179, "step": 11380 }, { "epoch": 58.11224489795919, "grad_norm": 2.7403390407562256, "learning_rate": 8.377551020408165e-06, "loss": 0.2709, "step": 11390 }, { "epoch": 58.16326530612245, "grad_norm": 6.763411045074463, "learning_rate": 8.36734693877551e-06, "loss": 0.1844, "step": 11400 }, { "epoch": 58.214285714285715, "grad_norm": 9.05958080291748, "learning_rate": 8.357142857142858e-06, "loss": 0.1588, "step": 11410 }, { "epoch": 58.265306122448976, "grad_norm": 8.429780960083008, "learning_rate": 8.346938775510205e-06, "loss": 0.3569, "step": 11420 }, { "epoch": 58.316326530612244, "grad_norm": 5.592264175415039, "learning_rate": 8.336734693877551e-06, "loss": 0.2468, "step": 11430 }, { "epoch": 58.36734693877551, "grad_norm": 3.081688642501831, "learning_rate": 8.326530612244899e-06, "loss": 0.0708, "step": 11440 }, { "epoch": 58.41836734693877, "grad_norm": 1.1242700815200806, "learning_rate": 8.316326530612246e-06, "loss": 0.4146, "step": 11450 }, { "epoch": 58.46938775510204, "grad_norm": 9.29017162322998, "learning_rate": 8.306122448979592e-06, "loss": 0.2877, "step": 11460 }, { "epoch": 58.52040816326531, "grad_norm": 1.7449393272399902, "learning_rate": 8.29591836734694e-06, "loss": 0.3654, "step": 11470 }, { "epoch": 58.57142857142857, "grad_norm": 9.28416919708252, "learning_rate": 8.285714285714287e-06, "loss": 0.2411, "step": 11480 }, { "epoch": 58.62244897959184, "grad_norm": 2.053839683532715, "learning_rate": 8.275510204081634e-06, "loss": 0.2477, "step": 11490 }, { "epoch": 58.673469387755105, "grad_norm": 0.5099808573722839, "learning_rate": 8.26530612244898e-06, "loss": 0.086, "step": 11500 }, { "epoch": 58.724489795918366, "grad_norm": 5.123264789581299, "learning_rate": 8.255102040816328e-06, "loss": 0.1873, "step": 11510 }, { "epoch": 58.775510204081634, "grad_norm": 0.3827672004699707, "learning_rate": 8.244897959183674e-06, "loss": 0.245, "step": 11520 }, { "epoch": 58.826530612244895, "grad_norm": 6.846168041229248, "learning_rate": 8.234693877551021e-06, "loss": 0.6233, "step": 11530 }, { "epoch": 58.87755102040816, "grad_norm": 0.9291605949401855, "learning_rate": 8.224489795918369e-06, "loss": 0.2342, "step": 11540 }, { "epoch": 58.92857142857143, "grad_norm": 4.6036834716796875, "learning_rate": 8.214285714285714e-06, "loss": 0.2538, "step": 11550 }, { "epoch": 58.97959183673469, "grad_norm": 10.339995384216309, "learning_rate": 8.204081632653062e-06, "loss": 0.3565, "step": 11560 }, { "epoch": 59.0, "eval_accuracy": 0.9205776173285198, "eval_loss": 0.2831103205680847, "eval_runtime": 0.9374, "eval_samples_per_second": 295.493, "eval_steps_per_second": 37.337, "step": 11564 }, { "epoch": 59.03061224489796, "grad_norm": 1.1292849779129028, "learning_rate": 8.19387755102041e-06, "loss": 0.1716, "step": 11570 }, { "epoch": 59.08163265306123, "grad_norm": 0.5711737275123596, "learning_rate": 8.183673469387757e-06, "loss": 0.1703, "step": 11580 }, { "epoch": 59.13265306122449, "grad_norm": 0.48393628001213074, "learning_rate": 8.173469387755103e-06, "loss": 0.1301, "step": 11590 }, { "epoch": 59.183673469387756, "grad_norm": 0.1569240391254425, "learning_rate": 8.16326530612245e-06, "loss": 0.1911, "step": 11600 }, { "epoch": 59.234693877551024, "grad_norm": 11.578142166137695, "learning_rate": 8.153061224489796e-06, "loss": 0.1351, "step": 11610 }, { "epoch": 59.285714285714285, "grad_norm": 11.53231430053711, "learning_rate": 8.142857142857143e-06, "loss": 0.3704, "step": 11620 }, { "epoch": 59.33673469387755, "grad_norm": 7.75083589553833, "learning_rate": 8.13265306122449e-06, "loss": 0.2867, "step": 11630 }, { "epoch": 59.38775510204081, "grad_norm": 1.0234230756759644, "learning_rate": 8.122448979591837e-06, "loss": 0.2227, "step": 11640 }, { "epoch": 59.43877551020408, "grad_norm": 6.651299953460693, "learning_rate": 8.112244897959184e-06, "loss": 0.1946, "step": 11650 }, { "epoch": 59.48979591836735, "grad_norm": 7.23628568649292, "learning_rate": 8.102040816326532e-06, "loss": 0.1456, "step": 11660 }, { "epoch": 59.54081632653061, "grad_norm": 2.716782331466675, "learning_rate": 8.091836734693879e-06, "loss": 0.1696, "step": 11670 }, { "epoch": 59.59183673469388, "grad_norm": 4.466701030731201, "learning_rate": 8.081632653061225e-06, "loss": 0.29, "step": 11680 }, { "epoch": 59.642857142857146, "grad_norm": 16.736553192138672, "learning_rate": 8.071428571428572e-06, "loss": 0.3853, "step": 11690 }, { "epoch": 59.69387755102041, "grad_norm": 0.4944998621940613, "learning_rate": 8.06122448979592e-06, "loss": 0.354, "step": 11700 }, { "epoch": 59.744897959183675, "grad_norm": 3.3472633361816406, "learning_rate": 8.051020408163266e-06, "loss": 0.2751, "step": 11710 }, { "epoch": 59.795918367346935, "grad_norm": 2.8295209407806396, "learning_rate": 8.040816326530613e-06, "loss": 0.1301, "step": 11720 }, { "epoch": 59.8469387755102, "grad_norm": 1.9733431339263916, "learning_rate": 8.030612244897959e-06, "loss": 0.5063, "step": 11730 }, { "epoch": 59.89795918367347, "grad_norm": 0.1797264963388443, "learning_rate": 8.020408163265306e-06, "loss": 0.1427, "step": 11740 }, { "epoch": 59.94897959183673, "grad_norm": 9.685842514038086, "learning_rate": 8.010204081632654e-06, "loss": 0.2899, "step": 11750 }, { "epoch": 60.0, "grad_norm": 13.383129119873047, "learning_rate": 8.000000000000001e-06, "loss": 0.2259, "step": 11760 }, { "epoch": 60.0, "eval_accuracy": 0.9205776173285198, "eval_loss": 0.34654152393341064, "eval_runtime": 0.9505, "eval_samples_per_second": 291.425, "eval_steps_per_second": 36.823, "step": 11760 }, { "epoch": 60.05102040816327, "grad_norm": 2.9076764583587646, "learning_rate": 7.989795918367347e-06, "loss": 0.065, "step": 11770 }, { "epoch": 60.10204081632653, "grad_norm": 8.378006935119629, "learning_rate": 7.979591836734695e-06, "loss": 0.2488, "step": 11780 }, { "epoch": 60.1530612244898, "grad_norm": 12.380623817443848, "learning_rate": 7.969387755102042e-06, "loss": 0.3169, "step": 11790 }, { "epoch": 60.204081632653065, "grad_norm": 4.164218425750732, "learning_rate": 7.959183673469388e-06, "loss": 0.1818, "step": 11800 }, { "epoch": 60.255102040816325, "grad_norm": 14.524949073791504, "learning_rate": 7.948979591836735e-06, "loss": 0.3417, "step": 11810 }, { "epoch": 60.30612244897959, "grad_norm": 6.435640811920166, "learning_rate": 7.938775510204081e-06, "loss": 0.274, "step": 11820 }, { "epoch": 60.357142857142854, "grad_norm": 4.574618816375732, "learning_rate": 7.928571428571429e-06, "loss": 0.4462, "step": 11830 }, { "epoch": 60.40816326530612, "grad_norm": 7.529806137084961, "learning_rate": 7.918367346938776e-06, "loss": 0.3905, "step": 11840 }, { "epoch": 60.45918367346939, "grad_norm": 3.4086387157440186, "learning_rate": 7.908163265306124e-06, "loss": 0.301, "step": 11850 }, { "epoch": 60.51020408163265, "grad_norm": 0.847341001033783, "learning_rate": 7.897959183673471e-06, "loss": 0.1661, "step": 11860 }, { "epoch": 60.56122448979592, "grad_norm": 3.0656235218048096, "learning_rate": 7.887755102040817e-06, "loss": 0.2628, "step": 11870 }, { "epoch": 60.61224489795919, "grad_norm": 1.6243197917938232, "learning_rate": 7.877551020408164e-06, "loss": 0.1612, "step": 11880 }, { "epoch": 60.66326530612245, "grad_norm": 11.95365047454834, "learning_rate": 7.86734693877551e-06, "loss": 0.1425, "step": 11890 }, { "epoch": 60.714285714285715, "grad_norm": 7.095501899719238, "learning_rate": 7.857142857142858e-06, "loss": 0.1915, "step": 11900 }, { "epoch": 60.765306122448976, "grad_norm": 8.617204666137695, "learning_rate": 7.846938775510205e-06, "loss": 0.1871, "step": 11910 }, { "epoch": 60.816326530612244, "grad_norm": 7.942294120788574, "learning_rate": 7.836734693877551e-06, "loss": 0.2194, "step": 11920 }, { "epoch": 60.86734693877551, "grad_norm": 4.334501266479492, "learning_rate": 7.826530612244898e-06, "loss": 0.2936, "step": 11930 }, { "epoch": 60.91836734693877, "grad_norm": 6.984222888946533, "learning_rate": 7.816326530612246e-06, "loss": 0.2264, "step": 11940 }, { "epoch": 60.96938775510204, "grad_norm": 10.189035415649414, "learning_rate": 7.806122448979593e-06, "loss": 0.2212, "step": 11950 }, { "epoch": 61.0, "eval_accuracy": 0.9314079422382672, "eval_loss": 0.28843551874160767, "eval_runtime": 0.9333, "eval_samples_per_second": 296.782, "eval_steps_per_second": 37.5, "step": 11956 }, { "epoch": 61.02040816326531, "grad_norm": 5.532245635986328, "learning_rate": 7.79591836734694e-06, "loss": 0.2216, "step": 11960 }, { "epoch": 61.07142857142857, "grad_norm": 2.590909242630005, "learning_rate": 7.785714285714287e-06, "loss": 0.1215, "step": 11970 }, { "epoch": 61.12244897959184, "grad_norm": 7.619017601013184, "learning_rate": 7.775510204081632e-06, "loss": 0.1876, "step": 11980 }, { "epoch": 61.173469387755105, "grad_norm": 17.85263442993164, "learning_rate": 7.76530612244898e-06, "loss": 0.2472, "step": 11990 }, { "epoch": 61.224489795918366, "grad_norm": 5.559810161590576, "learning_rate": 7.755102040816327e-06, "loss": 0.3429, "step": 12000 }, { "epoch": 61.275510204081634, "grad_norm": 3.257960796356201, "learning_rate": 7.744897959183673e-06, "loss": 0.2473, "step": 12010 }, { "epoch": 61.326530612244895, "grad_norm": 2.2071876525878906, "learning_rate": 7.73469387755102e-06, "loss": 0.1332, "step": 12020 }, { "epoch": 61.37755102040816, "grad_norm": 0.41261130571365356, "learning_rate": 7.724489795918368e-06, "loss": 0.1469, "step": 12030 }, { "epoch": 61.42857142857143, "grad_norm": 5.125622272491455, "learning_rate": 7.714285714285716e-06, "loss": 0.3787, "step": 12040 }, { "epoch": 61.47959183673469, "grad_norm": 0.23421549797058105, "learning_rate": 7.704081632653061e-06, "loss": 0.0996, "step": 12050 }, { "epoch": 61.53061224489796, "grad_norm": 0.6105390787124634, "learning_rate": 7.693877551020409e-06, "loss": 0.1756, "step": 12060 }, { "epoch": 61.58163265306123, "grad_norm": 9.674683570861816, "learning_rate": 7.683673469387756e-06, "loss": 0.2785, "step": 12070 }, { "epoch": 61.63265306122449, "grad_norm": 10.404973030090332, "learning_rate": 7.673469387755102e-06, "loss": 0.3011, "step": 12080 }, { "epoch": 61.683673469387756, "grad_norm": 22.518468856811523, "learning_rate": 7.66326530612245e-06, "loss": 0.5065, "step": 12090 }, { "epoch": 61.734693877551024, "grad_norm": 7.028233051300049, "learning_rate": 7.653061224489796e-06, "loss": 0.1553, "step": 12100 }, { "epoch": 61.785714285714285, "grad_norm": 0.5314661860466003, "learning_rate": 7.642857142857143e-06, "loss": 0.2187, "step": 12110 }, { "epoch": 61.83673469387755, "grad_norm": 6.046501159667969, "learning_rate": 7.63265306122449e-06, "loss": 0.1042, "step": 12120 }, { "epoch": 61.88775510204081, "grad_norm": 1.112051248550415, "learning_rate": 7.622448979591838e-06, "loss": 0.3595, "step": 12130 }, { "epoch": 61.93877551020408, "grad_norm": 2.3171072006225586, "learning_rate": 7.612244897959185e-06, "loss": 0.19, "step": 12140 }, { "epoch": 61.98979591836735, "grad_norm": 11.073331832885742, "learning_rate": 7.602040816326531e-06, "loss": 0.2648, "step": 12150 }, { "epoch": 62.0, "eval_accuracy": 0.8447653429602888, "eval_loss": 0.4874745309352875, "eval_runtime": 0.9313, "eval_samples_per_second": 297.448, "eval_steps_per_second": 37.584, "step": 12152 }, { "epoch": 62.04081632653061, "grad_norm": 2.1476967334747314, "learning_rate": 7.591836734693878e-06, "loss": 0.1787, "step": 12160 }, { "epoch": 62.09183673469388, "grad_norm": 0.47355252504348755, "learning_rate": 7.581632653061225e-06, "loss": 0.1529, "step": 12170 }, { "epoch": 62.142857142857146, "grad_norm": 6.79935359954834, "learning_rate": 7.571428571428572e-06, "loss": 0.2228, "step": 12180 }, { "epoch": 62.19387755102041, "grad_norm": 4.178977966308594, "learning_rate": 7.561224489795919e-06, "loss": 0.1832, "step": 12190 }, { "epoch": 62.244897959183675, "grad_norm": 12.742783546447754, "learning_rate": 7.551020408163265e-06, "loss": 0.2281, "step": 12200 }, { "epoch": 62.295918367346935, "grad_norm": 1.5981056690216064, "learning_rate": 7.540816326530614e-06, "loss": 0.2196, "step": 12210 }, { "epoch": 62.3469387755102, "grad_norm": 5.777743339538574, "learning_rate": 7.53061224489796e-06, "loss": 0.4064, "step": 12220 }, { "epoch": 62.39795918367347, "grad_norm": 1.1234701871871948, "learning_rate": 7.520408163265307e-06, "loss": 0.2547, "step": 12230 }, { "epoch": 62.44897959183673, "grad_norm": 3.0036509037017822, "learning_rate": 7.5102040816326536e-06, "loss": 0.2274, "step": 12240 }, { "epoch": 62.5, "grad_norm": 0.5534256100654602, "learning_rate": 7.500000000000001e-06, "loss": 0.1548, "step": 12250 }, { "epoch": 62.55102040816327, "grad_norm": 1.8934872150421143, "learning_rate": 7.489795918367348e-06, "loss": 0.0968, "step": 12260 }, { "epoch": 62.60204081632653, "grad_norm": 4.307313919067383, "learning_rate": 7.479591836734694e-06, "loss": 0.2193, "step": 12270 }, { "epoch": 62.6530612244898, "grad_norm": 11.095629692077637, "learning_rate": 7.469387755102041e-06, "loss": 0.2613, "step": 12280 }, { "epoch": 62.704081632653065, "grad_norm": 2.2190847396850586, "learning_rate": 7.459183673469388e-06, "loss": 0.1524, "step": 12290 }, { "epoch": 62.755102040816325, "grad_norm": 1.4255743026733398, "learning_rate": 7.448979591836736e-06, "loss": 0.0702, "step": 12300 }, { "epoch": 62.80612244897959, "grad_norm": 0.909092903137207, "learning_rate": 7.4387755102040826e-06, "loss": 0.2265, "step": 12310 }, { "epoch": 62.857142857142854, "grad_norm": 7.196882724761963, "learning_rate": 7.428571428571429e-06, "loss": 0.2823, "step": 12320 }, { "epoch": 62.90816326530612, "grad_norm": 8.029342651367188, "learning_rate": 7.418367346938776e-06, "loss": 0.1778, "step": 12330 }, { "epoch": 62.95918367346939, "grad_norm": 7.18194055557251, "learning_rate": 7.408163265306123e-06, "loss": 0.3438, "step": 12340 }, { "epoch": 63.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.3988655209541321, "eval_runtime": 0.9937, "eval_samples_per_second": 278.765, "eval_steps_per_second": 35.223, "step": 12348 }, { "epoch": 63.01020408163265, "grad_norm": 8.065620422363281, "learning_rate": 7.39795918367347e-06, "loss": 0.2821, "step": 12350 }, { "epoch": 63.06122448979592, "grad_norm": 1.9322210550308228, "learning_rate": 7.387755102040817e-06, "loss": 0.095, "step": 12360 }, { "epoch": 63.11224489795919, "grad_norm": 3.922755002975464, "learning_rate": 7.377551020408163e-06, "loss": 0.2767, "step": 12370 }, { "epoch": 63.16326530612245, "grad_norm": 10.300689697265625, "learning_rate": 7.367346938775511e-06, "loss": 0.1315, "step": 12380 }, { "epoch": 63.214285714285715, "grad_norm": 12.600347518920898, "learning_rate": 7.357142857142858e-06, "loss": 0.2517, "step": 12390 }, { "epoch": 63.265306122448976, "grad_norm": 7.00731897354126, "learning_rate": 7.346938775510205e-06, "loss": 0.1496, "step": 12400 }, { "epoch": 63.316326530612244, "grad_norm": 9.240813255310059, "learning_rate": 7.3367346938775515e-06, "loss": 0.196, "step": 12410 }, { "epoch": 63.36734693877551, "grad_norm": 9.863750457763672, "learning_rate": 7.326530612244899e-06, "loss": 0.3422, "step": 12420 }, { "epoch": 63.41836734693877, "grad_norm": 1.6901395320892334, "learning_rate": 7.316326530612246e-06, "loss": 0.1819, "step": 12430 }, { "epoch": 63.46938775510204, "grad_norm": 12.429134368896484, "learning_rate": 7.306122448979592e-06, "loss": 0.4074, "step": 12440 }, { "epoch": 63.52040816326531, "grad_norm": 1.9005409479141235, "learning_rate": 7.295918367346939e-06, "loss": 0.323, "step": 12450 }, { "epoch": 63.57142857142857, "grad_norm": 5.085525989532471, "learning_rate": 7.285714285714286e-06, "loss": 0.1967, "step": 12460 }, { "epoch": 63.62244897959184, "grad_norm": 7.6504340171813965, "learning_rate": 7.275510204081633e-06, "loss": 0.4315, "step": 12470 }, { "epoch": 63.673469387755105, "grad_norm": 0.2195933312177658, "learning_rate": 7.2653061224489805e-06, "loss": 0.183, "step": 12480 }, { "epoch": 63.724489795918366, "grad_norm": 8.156294822692871, "learning_rate": 7.255102040816327e-06, "loss": 0.1558, "step": 12490 }, { "epoch": 63.775510204081634, "grad_norm": 3.2828145027160645, "learning_rate": 7.244897959183675e-06, "loss": 0.3911, "step": 12500 }, { "epoch": 63.826530612244895, "grad_norm": 1.5318927764892578, "learning_rate": 7.234693877551021e-06, "loss": 0.1245, "step": 12510 }, { "epoch": 63.87755102040816, "grad_norm": 1.8835053443908691, "learning_rate": 7.224489795918368e-06, "loss": 0.2946, "step": 12520 }, { "epoch": 63.92857142857143, "grad_norm": 10.958850860595703, "learning_rate": 7.2142857142857145e-06, "loss": 0.1734, "step": 12530 }, { "epoch": 63.97959183673469, "grad_norm": 4.654305934906006, "learning_rate": 7.204081632653061e-06, "loss": 0.4785, "step": 12540 }, { "epoch": 64.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.5952923893928528, "eval_runtime": 0.9341, "eval_samples_per_second": 296.557, "eval_steps_per_second": 37.471, "step": 12544 }, { "epoch": 64.03061224489795, "grad_norm": 8.106365203857422, "learning_rate": 7.193877551020409e-06, "loss": 0.1046, "step": 12550 }, { "epoch": 64.08163265306122, "grad_norm": 18.67780113220215, "learning_rate": 7.183673469387755e-06, "loss": 0.294, "step": 12560 }, { "epoch": 64.13265306122449, "grad_norm": 0.6589402556419373, "learning_rate": 7.173469387755103e-06, "loss": 0.2063, "step": 12570 }, { "epoch": 64.18367346938776, "grad_norm": 17.626237869262695, "learning_rate": 7.16326530612245e-06, "loss": 0.246, "step": 12580 }, { "epoch": 64.23469387755102, "grad_norm": 6.089940071105957, "learning_rate": 7.153061224489797e-06, "loss": 0.2377, "step": 12590 }, { "epoch": 64.28571428571429, "grad_norm": 3.529348134994507, "learning_rate": 7.1428571428571436e-06, "loss": 0.1449, "step": 12600 }, { "epoch": 64.33673469387755, "grad_norm": 8.65750789642334, "learning_rate": 7.13265306122449e-06, "loss": 0.3385, "step": 12610 }, { "epoch": 64.38775510204081, "grad_norm": 1.2404389381408691, "learning_rate": 7.122448979591837e-06, "loss": 0.1215, "step": 12620 }, { "epoch": 64.43877551020408, "grad_norm": 0.9970741271972656, "learning_rate": 7.112244897959184e-06, "loss": 0.0967, "step": 12630 }, { "epoch": 64.48979591836735, "grad_norm": 10.057463645935059, "learning_rate": 7.102040816326531e-06, "loss": 0.3337, "step": 12640 }, { "epoch": 64.54081632653062, "grad_norm": 0.8182612061500549, "learning_rate": 7.091836734693878e-06, "loss": 0.2539, "step": 12650 }, { "epoch": 64.59183673469387, "grad_norm": 2.4172310829162598, "learning_rate": 7.081632653061226e-06, "loss": 0.2421, "step": 12660 }, { "epoch": 64.64285714285714, "grad_norm": 12.167418479919434, "learning_rate": 7.0714285714285726e-06, "loss": 0.2537, "step": 12670 }, { "epoch": 64.6938775510204, "grad_norm": 6.439947605133057, "learning_rate": 7.061224489795919e-06, "loss": 0.471, "step": 12680 }, { "epoch": 64.74489795918367, "grad_norm": 8.06596565246582, "learning_rate": 7.051020408163266e-06, "loss": 0.4742, "step": 12690 }, { "epoch": 64.79591836734694, "grad_norm": 6.091670513153076, "learning_rate": 7.0408163265306125e-06, "loss": 0.1066, "step": 12700 }, { "epoch": 64.84693877551021, "grad_norm": 7.659086227416992, "learning_rate": 7.03061224489796e-06, "loss": 0.1774, "step": 12710 }, { "epoch": 64.89795918367346, "grad_norm": 4.606033802032471, "learning_rate": 7.020408163265307e-06, "loss": 0.157, "step": 12720 }, { "epoch": 64.94897959183673, "grad_norm": 7.792344570159912, "learning_rate": 7.010204081632653e-06, "loss": 0.2453, "step": 12730 }, { "epoch": 65.0, "grad_norm": 9.722793579101562, "learning_rate": 7e-06, "loss": 0.06, "step": 12740 }, { "epoch": 65.0, "eval_accuracy": 0.927797833935018, "eval_loss": 0.2953914701938629, "eval_runtime": 0.9311, "eval_samples_per_second": 297.487, "eval_steps_per_second": 37.589, "step": 12740 }, { "epoch": 65.05102040816327, "grad_norm": 1.075190544128418, "learning_rate": 6.989795918367348e-06, "loss": 0.0614, "step": 12750 }, { "epoch": 65.10204081632654, "grad_norm": 0.13435253500938416, "learning_rate": 6.979591836734695e-06, "loss": 0.2266, "step": 12760 }, { "epoch": 65.15306122448979, "grad_norm": 8.657276153564453, "learning_rate": 6.9693877551020415e-06, "loss": 0.1568, "step": 12770 }, { "epoch": 65.20408163265306, "grad_norm": 4.1393656730651855, "learning_rate": 6.959183673469388e-06, "loss": 0.4365, "step": 12780 }, { "epoch": 65.25510204081633, "grad_norm": 9.038256645202637, "learning_rate": 6.948979591836736e-06, "loss": 0.1867, "step": 12790 }, { "epoch": 65.3061224489796, "grad_norm": 5.405453681945801, "learning_rate": 6.938775510204082e-06, "loss": 0.2024, "step": 12800 }, { "epoch": 65.35714285714286, "grad_norm": 11.368095397949219, "learning_rate": 6.928571428571429e-06, "loss": 0.1922, "step": 12810 }, { "epoch": 65.40816326530613, "grad_norm": 2.3432440757751465, "learning_rate": 6.9183673469387755e-06, "loss": 0.3727, "step": 12820 }, { "epoch": 65.45918367346938, "grad_norm": 6.652347087860107, "learning_rate": 6.908163265306122e-06, "loss": 0.2511, "step": 12830 }, { "epoch": 65.51020408163265, "grad_norm": 4.0521135330200195, "learning_rate": 6.8979591836734705e-06, "loss": 0.2601, "step": 12840 }, { "epoch": 65.56122448979592, "grad_norm": 4.677563190460205, "learning_rate": 6.887755102040817e-06, "loss": 0.0881, "step": 12850 }, { "epoch": 65.61224489795919, "grad_norm": 8.159587860107422, "learning_rate": 6.877551020408164e-06, "loss": 0.135, "step": 12860 }, { "epoch": 65.66326530612245, "grad_norm": 7.858253479003906, "learning_rate": 6.867346938775511e-06, "loss": 0.188, "step": 12870 }, { "epoch": 65.71428571428571, "grad_norm": 4.100142478942871, "learning_rate": 6.857142857142858e-06, "loss": 0.3009, "step": 12880 }, { "epoch": 65.76530612244898, "grad_norm": 16.863325119018555, "learning_rate": 6.8469387755102046e-06, "loss": 0.4487, "step": 12890 }, { "epoch": 65.81632653061224, "grad_norm": 1.883056402206421, "learning_rate": 6.836734693877551e-06, "loss": 0.1038, "step": 12900 }, { "epoch": 65.86734693877551, "grad_norm": 10.750667572021484, "learning_rate": 6.826530612244898e-06, "loss": 0.2203, "step": 12910 }, { "epoch": 65.91836734693878, "grad_norm": 11.105408668518066, "learning_rate": 6.816326530612245e-06, "loss": 0.2605, "step": 12920 }, { "epoch": 65.96938775510205, "grad_norm": 1.4005035161972046, "learning_rate": 6.806122448979592e-06, "loss": 0.1965, "step": 12930 }, { "epoch": 66.0, "eval_accuracy": 0.851985559566787, "eval_loss": 0.5033073425292969, "eval_runtime": 0.929, "eval_samples_per_second": 298.158, "eval_steps_per_second": 37.673, "step": 12936 }, { "epoch": 66.0204081632653, "grad_norm": 1.441422462463379, "learning_rate": 6.7959183673469394e-06, "loss": 0.3474, "step": 12940 }, { "epoch": 66.07142857142857, "grad_norm": 0.8666236996650696, "learning_rate": 6.785714285714287e-06, "loss": 0.2731, "step": 12950 }, { "epoch": 66.12244897959184, "grad_norm": 1.4008103609085083, "learning_rate": 6.7755102040816336e-06, "loss": 0.1877, "step": 12960 }, { "epoch": 66.1734693877551, "grad_norm": 3.096766948699951, "learning_rate": 6.76530612244898e-06, "loss": 0.2621, "step": 12970 }, { "epoch": 66.22448979591837, "grad_norm": 2.314729690551758, "learning_rate": 6.755102040816327e-06, "loss": 0.2495, "step": 12980 }, { "epoch": 66.27551020408163, "grad_norm": 0.8084143400192261, "learning_rate": 6.7448979591836735e-06, "loss": 0.0909, "step": 12990 }, { "epoch": 66.3265306122449, "grad_norm": 10.513947486877441, "learning_rate": 6.734693877551021e-06, "loss": 0.4269, "step": 13000 }, { "epoch": 66.37755102040816, "grad_norm": 21.57809829711914, "learning_rate": 6.724489795918368e-06, "loss": 0.3193, "step": 13010 }, { "epoch": 66.42857142857143, "grad_norm": 1.8246338367462158, "learning_rate": 6.714285714285714e-06, "loss": 0.0993, "step": 13020 }, { "epoch": 66.4795918367347, "grad_norm": 10.447412490844727, "learning_rate": 6.704081632653063e-06, "loss": 0.1901, "step": 13030 }, { "epoch": 66.53061224489795, "grad_norm": 0.9140769243240356, "learning_rate": 6.693877551020409e-06, "loss": 0.0921, "step": 13040 }, { "epoch": 66.58163265306122, "grad_norm": 7.879315376281738, "learning_rate": 6.683673469387756e-06, "loss": 0.1556, "step": 13050 }, { "epoch": 66.63265306122449, "grad_norm": 5.356064319610596, "learning_rate": 6.6734693877551025e-06, "loss": 0.1502, "step": 13060 }, { "epoch": 66.68367346938776, "grad_norm": 3.6449520587921143, "learning_rate": 6.663265306122449e-06, "loss": 0.1708, "step": 13070 }, { "epoch": 66.73469387755102, "grad_norm": 14.209073066711426, "learning_rate": 6.653061224489797e-06, "loss": 0.2792, "step": 13080 }, { "epoch": 66.78571428571429, "grad_norm": 0.243174210190773, "learning_rate": 6.642857142857143e-06, "loss": 0.2626, "step": 13090 }, { "epoch": 66.83673469387755, "grad_norm": 0.8402270674705505, "learning_rate": 6.63265306122449e-06, "loss": 0.341, "step": 13100 }, { "epoch": 66.88775510204081, "grad_norm": 1.1840009689331055, "learning_rate": 6.6224489795918365e-06, "loss": 0.077, "step": 13110 }, { "epoch": 66.93877551020408, "grad_norm": 1.2926697731018066, "learning_rate": 6.612244897959185e-06, "loss": 0.1844, "step": 13120 }, { "epoch": 66.98979591836735, "grad_norm": 0.45596539974212646, "learning_rate": 6.6020408163265315e-06, "loss": 0.3548, "step": 13130 }, { "epoch": 67.0, "eval_accuracy": 0.8808664259927798, "eval_loss": 0.41321179270744324, "eval_runtime": 0.9321, "eval_samples_per_second": 297.182, "eval_steps_per_second": 37.55, "step": 13132 }, { "epoch": 67.04081632653062, "grad_norm": 6.747880458831787, "learning_rate": 6.591836734693878e-06, "loss": 0.2125, "step": 13140 }, { "epoch": 67.09183673469387, "grad_norm": 12.555801391601562, "learning_rate": 6.581632653061225e-06, "loss": 0.1632, "step": 13150 }, { "epoch": 67.14285714285714, "grad_norm": 11.827412605285645, "learning_rate": 6.571428571428572e-06, "loss": 0.1482, "step": 13160 }, { "epoch": 67.1938775510204, "grad_norm": 2.0173394680023193, "learning_rate": 6.561224489795919e-06, "loss": 0.3297, "step": 13170 }, { "epoch": 67.24489795918367, "grad_norm": 7.96342658996582, "learning_rate": 6.5510204081632656e-06, "loss": 0.093, "step": 13180 }, { "epoch": 67.29591836734694, "grad_norm": 10.090936660766602, "learning_rate": 6.540816326530612e-06, "loss": 0.3328, "step": 13190 }, { "epoch": 67.34693877551021, "grad_norm": 8.72697925567627, "learning_rate": 6.530612244897959e-06, "loss": 0.1716, "step": 13200 }, { "epoch": 67.39795918367346, "grad_norm": 3.7887697219848633, "learning_rate": 6.520408163265307e-06, "loss": 0.316, "step": 13210 }, { "epoch": 67.44897959183673, "grad_norm": 9.916276931762695, "learning_rate": 6.510204081632654e-06, "loss": 0.1719, "step": 13220 }, { "epoch": 67.5, "grad_norm": 0.9465085864067078, "learning_rate": 6.5000000000000004e-06, "loss": 0.1347, "step": 13230 }, { "epoch": 67.55102040816327, "grad_norm": 2.688920259475708, "learning_rate": 6.489795918367348e-06, "loss": 0.2941, "step": 13240 }, { "epoch": 67.60204081632654, "grad_norm": 4.175118446350098, "learning_rate": 6.4795918367346946e-06, "loss": 0.2066, "step": 13250 }, { "epoch": 67.65306122448979, "grad_norm": 6.48569917678833, "learning_rate": 6.469387755102041e-06, "loss": 0.2816, "step": 13260 }, { "epoch": 67.70408163265306, "grad_norm": 2.492340087890625, "learning_rate": 6.459183673469388e-06, "loss": 0.1307, "step": 13270 }, { "epoch": 67.75510204081633, "grad_norm": 13.288766860961914, "learning_rate": 6.4489795918367345e-06, "loss": 0.2548, "step": 13280 }, { "epoch": 67.8061224489796, "grad_norm": 2.2034645080566406, "learning_rate": 6.438775510204082e-06, "loss": 0.3435, "step": 13290 }, { "epoch": 67.85714285714286, "grad_norm": 1.1759686470031738, "learning_rate": 6.4285714285714295e-06, "loss": 0.2406, "step": 13300 }, { "epoch": 67.90816326530613, "grad_norm": 17.009254455566406, "learning_rate": 6.418367346938776e-06, "loss": 0.1782, "step": 13310 }, { "epoch": 67.95918367346938, "grad_norm": 7.602895736694336, "learning_rate": 6.408163265306124e-06, "loss": 0.1279, "step": 13320 }, { "epoch": 68.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.37430626153945923, "eval_runtime": 0.9377, "eval_samples_per_second": 295.419, "eval_steps_per_second": 37.327, "step": 13328 }, { "epoch": 68.01020408163265, "grad_norm": 0.3676498830318451, "learning_rate": 6.39795918367347e-06, "loss": 0.387, "step": 13330 }, { "epoch": 68.06122448979592, "grad_norm": 9.916852951049805, "learning_rate": 6.387755102040817e-06, "loss": 0.3069, "step": 13340 }, { "epoch": 68.11224489795919, "grad_norm": 1.7918875217437744, "learning_rate": 6.3775510204081635e-06, "loss": 0.2864, "step": 13350 }, { "epoch": 68.16326530612245, "grad_norm": 12.890216827392578, "learning_rate": 6.36734693877551e-06, "loss": 0.2125, "step": 13360 }, { "epoch": 68.21428571428571, "grad_norm": 7.735411643981934, "learning_rate": 6.357142857142858e-06, "loss": 0.3003, "step": 13370 }, { "epoch": 68.26530612244898, "grad_norm": 1.7586148977279663, "learning_rate": 6.346938775510204e-06, "loss": 0.1708, "step": 13380 }, { "epoch": 68.31632653061224, "grad_norm": 2.7423510551452637, "learning_rate": 6.336734693877552e-06, "loss": 0.2475, "step": 13390 }, { "epoch": 68.36734693877551, "grad_norm": 10.699454307556152, "learning_rate": 6.326530612244899e-06, "loss": 0.2548, "step": 13400 }, { "epoch": 68.41836734693878, "grad_norm": 18.133024215698242, "learning_rate": 6.316326530612246e-06, "loss": 0.3625, "step": 13410 }, { "epoch": 68.46938775510205, "grad_norm": 10.453315734863281, "learning_rate": 6.3061224489795925e-06, "loss": 0.1363, "step": 13420 }, { "epoch": 68.5204081632653, "grad_norm": 17.546966552734375, "learning_rate": 6.295918367346939e-06, "loss": 0.1487, "step": 13430 }, { "epoch": 68.57142857142857, "grad_norm": 6.659013271331787, "learning_rate": 6.285714285714286e-06, "loss": 0.1051, "step": 13440 }, { "epoch": 68.62244897959184, "grad_norm": 10.408591270446777, "learning_rate": 6.275510204081633e-06, "loss": 0.1431, "step": 13450 }, { "epoch": 68.6734693877551, "grad_norm": 1.8873507976531982, "learning_rate": 6.26530612244898e-06, "loss": 0.2465, "step": 13460 }, { "epoch": 68.72448979591837, "grad_norm": 2.6099853515625, "learning_rate": 6.2551020408163266e-06, "loss": 0.1926, "step": 13470 }, { "epoch": 68.77551020408163, "grad_norm": 6.034646034240723, "learning_rate": 6.244897959183675e-06, "loss": 0.3591, "step": 13480 }, { "epoch": 68.8265306122449, "grad_norm": 9.02139949798584, "learning_rate": 6.2346938775510215e-06, "loss": 0.2112, "step": 13490 }, { "epoch": 68.87755102040816, "grad_norm": 3.453343391418457, "learning_rate": 6.224489795918368e-06, "loss": 0.2187, "step": 13500 }, { "epoch": 68.92857142857143, "grad_norm": 1.6684788465499878, "learning_rate": 6.214285714285715e-06, "loss": 0.2207, "step": 13510 }, { "epoch": 68.9795918367347, "grad_norm": 0.5747165679931641, "learning_rate": 6.2040816326530614e-06, "loss": 0.2879, "step": 13520 }, { "epoch": 69.0, "eval_accuracy": 0.776173285198556, "eval_loss": 0.6423271298408508, "eval_runtime": 0.9319, "eval_samples_per_second": 297.254, "eval_steps_per_second": 37.559, "step": 13524 }, { "epoch": 69.03061224489795, "grad_norm": 14.904623985290527, "learning_rate": 6.193877551020409e-06, "loss": 0.3672, "step": 13530 }, { "epoch": 69.08163265306122, "grad_norm": 10.467020034790039, "learning_rate": 6.1836734693877556e-06, "loss": 0.17, "step": 13540 }, { "epoch": 69.13265306122449, "grad_norm": 0.9199422597885132, "learning_rate": 6.173469387755102e-06, "loss": 0.1159, "step": 13550 }, { "epoch": 69.18367346938776, "grad_norm": 4.06253719329834, "learning_rate": 6.163265306122449e-06, "loss": 0.1432, "step": 13560 }, { "epoch": 69.23469387755102, "grad_norm": 4.386868476867676, "learning_rate": 6.153061224489797e-06, "loss": 0.2992, "step": 13570 }, { "epoch": 69.28571428571429, "grad_norm": 12.222877502441406, "learning_rate": 6.142857142857144e-06, "loss": 0.2958, "step": 13580 }, { "epoch": 69.33673469387755, "grad_norm": 6.182301044464111, "learning_rate": 6.1326530612244905e-06, "loss": 0.1483, "step": 13590 }, { "epoch": 69.38775510204081, "grad_norm": 0.8524590134620667, "learning_rate": 6.122448979591837e-06, "loss": 0.1975, "step": 13600 }, { "epoch": 69.43877551020408, "grad_norm": 0.8242807388305664, "learning_rate": 6.112244897959185e-06, "loss": 0.719, "step": 13610 }, { "epoch": 69.48979591836735, "grad_norm": 1.1100050210952759, "learning_rate": 6.102040816326531e-06, "loss": 0.266, "step": 13620 }, { "epoch": 69.54081632653062, "grad_norm": 1.066702961921692, "learning_rate": 6.091836734693878e-06, "loss": 0.218, "step": 13630 }, { "epoch": 69.59183673469387, "grad_norm": 2.186619281768799, "learning_rate": 6.0816326530612245e-06, "loss": 0.1463, "step": 13640 }, { "epoch": 69.64285714285714, "grad_norm": 2.3016552925109863, "learning_rate": 6.071428571428571e-06, "loss": 0.1605, "step": 13650 }, { "epoch": 69.6938775510204, "grad_norm": 9.424914360046387, "learning_rate": 6.0612244897959195e-06, "loss": 0.1386, "step": 13660 }, { "epoch": 69.74489795918367, "grad_norm": 1.9103364944458008, "learning_rate": 6.051020408163266e-06, "loss": 0.1881, "step": 13670 }, { "epoch": 69.79591836734694, "grad_norm": 3.562779188156128, "learning_rate": 6.040816326530613e-06, "loss": 0.146, "step": 13680 }, { "epoch": 69.84693877551021, "grad_norm": 0.7750720977783203, "learning_rate": 6.03061224489796e-06, "loss": 0.0724, "step": 13690 }, { "epoch": 69.89795918367346, "grad_norm": 0.9294744729995728, "learning_rate": 6.020408163265307e-06, "loss": 0.2269, "step": 13700 }, { "epoch": 69.94897959183673, "grad_norm": 0.2986402213573456, "learning_rate": 6.0102040816326535e-06, "loss": 0.1076, "step": 13710 }, { "epoch": 70.0, "grad_norm": 5.967097759246826, "learning_rate": 6e-06, "loss": 0.1757, "step": 13720 }, { "epoch": 70.0, "eval_accuracy": 0.8014440433212996, "eval_loss": 0.5979345440864563, "eval_runtime": 0.9344, "eval_samples_per_second": 296.449, "eval_steps_per_second": 37.457, "step": 13720 }, { "epoch": 70.05102040816327, "grad_norm": 13.955671310424805, "learning_rate": 5.989795918367347e-06, "loss": 0.294, "step": 13730 }, { "epoch": 70.10204081632654, "grad_norm": 0.3971206843852997, "learning_rate": 5.979591836734694e-06, "loss": 0.071, "step": 13740 }, { "epoch": 70.15306122448979, "grad_norm": 6.5772528648376465, "learning_rate": 5.969387755102042e-06, "loss": 0.2846, "step": 13750 }, { "epoch": 70.20408163265306, "grad_norm": 1.784285068511963, "learning_rate": 5.959183673469388e-06, "loss": 0.2171, "step": 13760 }, { "epoch": 70.25510204081633, "grad_norm": 2.0860092639923096, "learning_rate": 5.948979591836735e-06, "loss": 0.2162, "step": 13770 }, { "epoch": 70.3061224489796, "grad_norm": 0.8636461496353149, "learning_rate": 5.9387755102040825e-06, "loss": 0.1208, "step": 13780 }, { "epoch": 70.35714285714286, "grad_norm": 0.5153712630271912, "learning_rate": 5.928571428571429e-06, "loss": 0.115, "step": 13790 }, { "epoch": 70.40816326530613, "grad_norm": 9.724133491516113, "learning_rate": 5.918367346938776e-06, "loss": 0.2175, "step": 13800 }, { "epoch": 70.45918367346938, "grad_norm": 7.4661407470703125, "learning_rate": 5.9081632653061224e-06, "loss": 0.2529, "step": 13810 }, { "epoch": 70.51020408163265, "grad_norm": 10.019166946411133, "learning_rate": 5.89795918367347e-06, "loss": 0.4082, "step": 13820 }, { "epoch": 70.56122448979592, "grad_norm": 1.403428316116333, "learning_rate": 5.8877551020408166e-06, "loss": 0.2125, "step": 13830 }, { "epoch": 70.61224489795919, "grad_norm": 0.517578125, "learning_rate": 5.877551020408164e-06, "loss": 0.3907, "step": 13840 }, { "epoch": 70.66326530612245, "grad_norm": 9.466553688049316, "learning_rate": 5.867346938775511e-06, "loss": 0.3029, "step": 13850 }, { "epoch": 70.71428571428571, "grad_norm": 15.54366397857666, "learning_rate": 5.857142857142858e-06, "loss": 0.1536, "step": 13860 }, { "epoch": 70.76530612244898, "grad_norm": 7.9617228507995605, "learning_rate": 5.846938775510205e-06, "loss": 0.1818, "step": 13870 }, { "epoch": 70.81632653061224, "grad_norm": 1.013411521911621, "learning_rate": 5.8367346938775515e-06, "loss": 0.3629, "step": 13880 }, { "epoch": 70.86734693877551, "grad_norm": 0.12895554304122925, "learning_rate": 5.826530612244898e-06, "loss": 0.1266, "step": 13890 }, { "epoch": 70.91836734693878, "grad_norm": 10.661433219909668, "learning_rate": 5.816326530612246e-06, "loss": 0.2916, "step": 13900 }, { "epoch": 70.96938775510205, "grad_norm": 16.746891021728516, "learning_rate": 5.806122448979592e-06, "loss": 0.3338, "step": 13910 }, { "epoch": 71.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.43981537222862244, "eval_runtime": 0.9347, "eval_samples_per_second": 296.341, "eval_steps_per_second": 37.444, "step": 13916 }, { "epoch": 71.0204081632653, "grad_norm": 12.110264778137207, "learning_rate": 5.795918367346939e-06, "loss": 0.3042, "step": 13920 }, { "epoch": 71.07142857142857, "grad_norm": 4.592965602874756, "learning_rate": 5.785714285714286e-06, "loss": 0.1833, "step": 13930 }, { "epoch": 71.12244897959184, "grad_norm": 3.0122435092926025, "learning_rate": 5.775510204081634e-06, "loss": 0.3606, "step": 13940 }, { "epoch": 71.1734693877551, "grad_norm": 2.8679792881011963, "learning_rate": 5.7653061224489805e-06, "loss": 0.2585, "step": 13950 }, { "epoch": 71.22448979591837, "grad_norm": 1.3968089818954468, "learning_rate": 5.755102040816327e-06, "loss": 0.117, "step": 13960 }, { "epoch": 71.27551020408163, "grad_norm": 4.6621174812316895, "learning_rate": 5.744897959183674e-06, "loss": 0.1251, "step": 13970 }, { "epoch": 71.3265306122449, "grad_norm": 4.598996162414551, "learning_rate": 5.73469387755102e-06, "loss": 0.1581, "step": 13980 }, { "epoch": 71.37755102040816, "grad_norm": 16.922142028808594, "learning_rate": 5.724489795918368e-06, "loss": 0.2025, "step": 13990 }, { "epoch": 71.42857142857143, "grad_norm": 3.0897347927093506, "learning_rate": 5.7142857142857145e-06, "loss": 0.2834, "step": 14000 }, { "epoch": 71.4795918367347, "grad_norm": 18.263383865356445, "learning_rate": 5.704081632653061e-06, "loss": 0.4577, "step": 14010 }, { "epoch": 71.53061224489795, "grad_norm": 0.9202457070350647, "learning_rate": 5.6938775510204095e-06, "loss": 0.318, "step": 14020 }, { "epoch": 71.58163265306122, "grad_norm": 0.4576379358768463, "learning_rate": 5.683673469387756e-06, "loss": 0.1531, "step": 14030 }, { "epoch": 71.63265306122449, "grad_norm": 17.588665008544922, "learning_rate": 5.673469387755103e-06, "loss": 0.1395, "step": 14040 }, { "epoch": 71.68367346938776, "grad_norm": 14.638072967529297, "learning_rate": 5.663265306122449e-06, "loss": 0.2767, "step": 14050 }, { "epoch": 71.73469387755102, "grad_norm": 2.2523481845855713, "learning_rate": 5.653061224489796e-06, "loss": 0.2819, "step": 14060 }, { "epoch": 71.78571428571429, "grad_norm": 10.696439743041992, "learning_rate": 5.6428571428571435e-06, "loss": 0.1996, "step": 14070 }, { "epoch": 71.83673469387755, "grad_norm": 13.24187183380127, "learning_rate": 5.63265306122449e-06, "loss": 0.2872, "step": 14080 }, { "epoch": 71.88775510204081, "grad_norm": 4.308647632598877, "learning_rate": 5.622448979591837e-06, "loss": 0.1112, "step": 14090 }, { "epoch": 71.93877551020408, "grad_norm": 14.375484466552734, "learning_rate": 5.6122448979591834e-06, "loss": 0.1914, "step": 14100 }, { "epoch": 71.98979591836735, "grad_norm": 6.740991115570068, "learning_rate": 5.602040816326531e-06, "loss": 0.1604, "step": 14110 }, { "epoch": 72.0, "eval_accuracy": 0.8231046931407943, "eval_loss": 0.5633912086486816, "eval_runtime": 0.9307, "eval_samples_per_second": 297.639, "eval_steps_per_second": 37.608, "step": 14112 }, { "epoch": 72.04081632653062, "grad_norm": 0.3390078544616699, "learning_rate": 5.591836734693878e-06, "loss": 0.3075, "step": 14120 }, { "epoch": 72.09183673469387, "grad_norm": 4.501482009887695, "learning_rate": 5.581632653061225e-06, "loss": 0.1095, "step": 14130 }, { "epoch": 72.14285714285714, "grad_norm": 3.729031562805176, "learning_rate": 5.571428571428572e-06, "loss": 0.0767, "step": 14140 }, { "epoch": 72.1938775510204, "grad_norm": 0.17877550423145294, "learning_rate": 5.561224489795919e-06, "loss": 0.3787, "step": 14150 }, { "epoch": 72.24489795918367, "grad_norm": 5.799465179443359, "learning_rate": 5.551020408163266e-06, "loss": 0.1648, "step": 14160 }, { "epoch": 72.29591836734694, "grad_norm": 16.26845359802246, "learning_rate": 5.5408163265306125e-06, "loss": 0.1484, "step": 14170 }, { "epoch": 72.34693877551021, "grad_norm": 3.746767997741699, "learning_rate": 5.530612244897959e-06, "loss": 0.1447, "step": 14180 }, { "epoch": 72.39795918367346, "grad_norm": 1.8594543933868408, "learning_rate": 5.520408163265306e-06, "loss": 0.1184, "step": 14190 }, { "epoch": 72.44897959183673, "grad_norm": 10.922441482543945, "learning_rate": 5.510204081632653e-06, "loss": 0.1443, "step": 14200 }, { "epoch": 72.5, "grad_norm": 1.249107003211975, "learning_rate": 5.500000000000001e-06, "loss": 0.189, "step": 14210 }, { "epoch": 72.55102040816327, "grad_norm": 1.8553344011306763, "learning_rate": 5.489795918367347e-06, "loss": 0.2099, "step": 14220 }, { "epoch": 72.60204081632654, "grad_norm": 19.02747344970703, "learning_rate": 5.479591836734695e-06, "loss": 0.4534, "step": 14230 }, { "epoch": 72.65306122448979, "grad_norm": 0.5484607219696045, "learning_rate": 5.4693877551020415e-06, "loss": 0.1987, "step": 14240 }, { "epoch": 72.70408163265306, "grad_norm": 3.448791265487671, "learning_rate": 5.459183673469388e-06, "loss": 0.1921, "step": 14250 }, { "epoch": 72.75510204081633, "grad_norm": 0.8846081495285034, "learning_rate": 5.448979591836735e-06, "loss": 0.141, "step": 14260 }, { "epoch": 72.8061224489796, "grad_norm": 9.476802825927734, "learning_rate": 5.438775510204081e-06, "loss": 0.2398, "step": 14270 }, { "epoch": 72.85714285714286, "grad_norm": 8.394309997558594, "learning_rate": 5.428571428571429e-06, "loss": 0.1556, "step": 14280 }, { "epoch": 72.90816326530613, "grad_norm": 2.2207627296447754, "learning_rate": 5.4183673469387755e-06, "loss": 0.1218, "step": 14290 }, { "epoch": 72.95918367346938, "grad_norm": 5.007809162139893, "learning_rate": 5.408163265306123e-06, "loss": 0.1078, "step": 14300 }, { "epoch": 73.0, "eval_accuracy": 0.776173285198556, "eval_loss": 0.620398223400116, "eval_runtime": 0.9313, "eval_samples_per_second": 297.423, "eval_steps_per_second": 37.581, "step": 14308 }, { "epoch": 73.01020408163265, "grad_norm": 5.273265838623047, "learning_rate": 5.3979591836734705e-06, "loss": 0.1099, "step": 14310 }, { "epoch": 73.06122448979592, "grad_norm": 0.09366770088672638, "learning_rate": 5.387755102040817e-06, "loss": 0.3264, "step": 14320 }, { "epoch": 73.11224489795919, "grad_norm": 12.97093677520752, "learning_rate": 5.377551020408164e-06, "loss": 0.2472, "step": 14330 }, { "epoch": 73.16326530612245, "grad_norm": 23.67729377746582, "learning_rate": 5.36734693877551e-06, "loss": 0.3731, "step": 14340 }, { "epoch": 73.21428571428571, "grad_norm": 3.248290777206421, "learning_rate": 5.357142857142857e-06, "loss": 0.1723, "step": 14350 }, { "epoch": 73.26530612244898, "grad_norm": 0.6866236925125122, "learning_rate": 5.3469387755102045e-06, "loss": 0.2337, "step": 14360 }, { "epoch": 73.31632653061224, "grad_norm": 11.86717700958252, "learning_rate": 5.336734693877551e-06, "loss": 0.2086, "step": 14370 }, { "epoch": 73.36734693877551, "grad_norm": 0.9687001705169678, "learning_rate": 5.326530612244898e-06, "loss": 0.1213, "step": 14380 }, { "epoch": 73.41836734693878, "grad_norm": 1.566986322402954, "learning_rate": 5.316326530612246e-06, "loss": 0.3542, "step": 14390 }, { "epoch": 73.46938775510205, "grad_norm": 11.866606712341309, "learning_rate": 5.306122448979593e-06, "loss": 0.5427, "step": 14400 }, { "epoch": 73.5204081632653, "grad_norm": 3.2856667041778564, "learning_rate": 5.295918367346939e-06, "loss": 0.1367, "step": 14410 }, { "epoch": 73.57142857142857, "grad_norm": 7.826207160949707, "learning_rate": 5.285714285714286e-06, "loss": 0.1293, "step": 14420 }, { "epoch": 73.62244897959184, "grad_norm": 7.829553127288818, "learning_rate": 5.275510204081633e-06, "loss": 0.2473, "step": 14430 }, { "epoch": 73.6734693877551, "grad_norm": 10.244202613830566, "learning_rate": 5.26530612244898e-06, "loss": 0.3114, "step": 14440 }, { "epoch": 73.72448979591837, "grad_norm": 15.15924072265625, "learning_rate": 5.255102040816327e-06, "loss": 0.1595, "step": 14450 }, { "epoch": 73.77551020408163, "grad_norm": 10.309656143188477, "learning_rate": 5.2448979591836735e-06, "loss": 0.3066, "step": 14460 }, { "epoch": 73.8265306122449, "grad_norm": 2.3161091804504395, "learning_rate": 5.23469387755102e-06, "loss": 0.1034, "step": 14470 }, { "epoch": 73.87755102040816, "grad_norm": 4.930816173553467, "learning_rate": 5.2244897959183684e-06, "loss": 0.1057, "step": 14480 }, { "epoch": 73.92857142857143, "grad_norm": 3.2863380908966064, "learning_rate": 5.214285714285715e-06, "loss": 0.1034, "step": 14490 }, { "epoch": 73.9795918367347, "grad_norm": 3.996938705444336, "learning_rate": 5.204081632653062e-06, "loss": 0.258, "step": 14500 }, { "epoch": 74.0, "eval_accuracy": 0.8953068592057761, "eval_loss": 0.36853671073913574, "eval_runtime": 0.9322, "eval_samples_per_second": 297.152, "eval_steps_per_second": 37.546, "step": 14504 }, { "epoch": 74.03061224489795, "grad_norm": 5.564041614532471, "learning_rate": 5.193877551020408e-06, "loss": 0.152, "step": 14510 }, { "epoch": 74.08163265306122, "grad_norm": 14.177313804626465, "learning_rate": 5.183673469387756e-06, "loss": 0.2189, "step": 14520 }, { "epoch": 74.13265306122449, "grad_norm": 1.9523788690567017, "learning_rate": 5.1734693877551025e-06, "loss": 0.2653, "step": 14530 }, { "epoch": 74.18367346938776, "grad_norm": 0.6890932321548462, "learning_rate": 5.163265306122449e-06, "loss": 0.1789, "step": 14540 }, { "epoch": 74.23469387755102, "grad_norm": 15.715421676635742, "learning_rate": 5.153061224489796e-06, "loss": 0.4299, "step": 14550 }, { "epoch": 74.28571428571429, "grad_norm": 1.4377721548080444, "learning_rate": 5.142857142857142e-06, "loss": 0.1145, "step": 14560 }, { "epoch": 74.33673469387755, "grad_norm": 21.627445220947266, "learning_rate": 5.132653061224491e-06, "loss": 0.412, "step": 14570 }, { "epoch": 74.38775510204081, "grad_norm": 6.41222620010376, "learning_rate": 5.122448979591837e-06, "loss": 0.4198, "step": 14580 }, { "epoch": 74.43877551020408, "grad_norm": 1.1630773544311523, "learning_rate": 5.112244897959184e-06, "loss": 0.1438, "step": 14590 }, { "epoch": 74.48979591836735, "grad_norm": 11.959744453430176, "learning_rate": 5.1020408163265315e-06, "loss": 0.1354, "step": 14600 }, { "epoch": 74.54081632653062, "grad_norm": 12.669620513916016, "learning_rate": 5.091836734693878e-06, "loss": 0.2402, "step": 14610 }, { "epoch": 74.59183673469387, "grad_norm": 11.747788429260254, "learning_rate": 5.081632653061225e-06, "loss": 0.0847, "step": 14620 }, { "epoch": 74.64285714285714, "grad_norm": 15.508429527282715, "learning_rate": 5.071428571428571e-06, "loss": 0.2417, "step": 14630 }, { "epoch": 74.6938775510204, "grad_norm": 1.273260474205017, "learning_rate": 5.061224489795918e-06, "loss": 0.2925, "step": 14640 }, { "epoch": 74.74489795918367, "grad_norm": 0.26550906896591187, "learning_rate": 5.0510204081632655e-06, "loss": 0.2467, "step": 14650 }, { "epoch": 74.79591836734694, "grad_norm": 5.7561936378479, "learning_rate": 5.040816326530613e-06, "loss": 0.1374, "step": 14660 }, { "epoch": 74.84693877551021, "grad_norm": 10.998912811279297, "learning_rate": 5.03061224489796e-06, "loss": 0.1987, "step": 14670 }, { "epoch": 74.89795918367346, "grad_norm": 2.961043357849121, "learning_rate": 5.020408163265307e-06, "loss": 0.1702, "step": 14680 }, { "epoch": 74.94897959183673, "grad_norm": 11.977360725402832, "learning_rate": 5.010204081632654e-06, "loss": 0.2016, "step": 14690 }, { "epoch": 75.0, "grad_norm": 0.5454691052436829, "learning_rate": 5e-06, "loss": 0.1227, "step": 14700 }, { "epoch": 75.0, "eval_accuracy": 0.8158844765342961, "eval_loss": 0.7026161551475525, "eval_runtime": 0.9329, "eval_samples_per_second": 296.916, "eval_steps_per_second": 37.517, "step": 14700 }, { "epoch": 75.05102040816327, "grad_norm": 6.788924217224121, "learning_rate": 4.989795918367347e-06, "loss": 0.1771, "step": 14710 }, { "epoch": 75.10204081632654, "grad_norm": 0.8358808159828186, "learning_rate": 4.979591836734694e-06, "loss": 0.4148, "step": 14720 }, { "epoch": 75.15306122448979, "grad_norm": 2.5965681076049805, "learning_rate": 4.969387755102041e-06, "loss": 0.1705, "step": 14730 }, { "epoch": 75.20408163265306, "grad_norm": 2.074181079864502, "learning_rate": 4.959183673469388e-06, "loss": 0.2377, "step": 14740 }, { "epoch": 75.25510204081633, "grad_norm": 8.877419471740723, "learning_rate": 4.948979591836735e-06, "loss": 0.2705, "step": 14750 }, { "epoch": 75.3061224489796, "grad_norm": 2.2369658946990967, "learning_rate": 4.938775510204082e-06, "loss": 0.1848, "step": 14760 }, { "epoch": 75.35714285714286, "grad_norm": 1.3437224626541138, "learning_rate": 4.928571428571429e-06, "loss": 0.309, "step": 14770 }, { "epoch": 75.40816326530613, "grad_norm": 12.179243087768555, "learning_rate": 4.918367346938776e-06, "loss": 0.3758, "step": 14780 }, { "epoch": 75.45918367346938, "grad_norm": 0.31163737177848816, "learning_rate": 4.908163265306123e-06, "loss": 0.0913, "step": 14790 }, { "epoch": 75.51020408163265, "grad_norm": 6.074469089508057, "learning_rate": 4.897959183673469e-06, "loss": 0.1946, "step": 14800 }, { "epoch": 75.56122448979592, "grad_norm": 0.20314039289951324, "learning_rate": 4.887755102040817e-06, "loss": 0.3418, "step": 14810 }, { "epoch": 75.61224489795919, "grad_norm": 1.0009397268295288, "learning_rate": 4.8775510204081635e-06, "loss": 0.1232, "step": 14820 }, { "epoch": 75.66326530612245, "grad_norm": 4.9547505378723145, "learning_rate": 4.867346938775511e-06, "loss": 0.179, "step": 14830 }, { "epoch": 75.71428571428571, "grad_norm": 14.29842472076416, "learning_rate": 4.857142857142858e-06, "loss": 0.2963, "step": 14840 }, { "epoch": 75.76530612244898, "grad_norm": 0.6081609129905701, "learning_rate": 4.846938775510204e-06, "loss": 0.3408, "step": 14850 }, { "epoch": 75.81632653061224, "grad_norm": 16.967266082763672, "learning_rate": 4.836734693877552e-06, "loss": 0.2528, "step": 14860 }, { "epoch": 75.86734693877551, "grad_norm": 4.57008171081543, "learning_rate": 4.826530612244898e-06, "loss": 0.3173, "step": 14870 }, { "epoch": 75.91836734693878, "grad_norm": 10.530519485473633, "learning_rate": 4.816326530612245e-06, "loss": 0.1651, "step": 14880 }, { "epoch": 75.96938775510205, "grad_norm": 15.925687789916992, "learning_rate": 4.8061224489795925e-06, "loss": 0.2257, "step": 14890 }, { "epoch": 76.0, "eval_accuracy": 0.9169675090252708, "eval_loss": 0.40481600165367126, "eval_runtime": 0.942, "eval_samples_per_second": 294.046, "eval_steps_per_second": 37.154, "step": 14896 }, { "epoch": 76.0204081632653, "grad_norm": 5.312804222106934, "learning_rate": 4.795918367346939e-06, "loss": 0.4119, "step": 14900 }, { "epoch": 76.07142857142857, "grad_norm": 2.115060567855835, "learning_rate": 4.785714285714287e-06, "loss": 0.1965, "step": 14910 }, { "epoch": 76.12244897959184, "grad_norm": 2.3201823234558105, "learning_rate": 4.775510204081633e-06, "loss": 0.1222, "step": 14920 }, { "epoch": 76.1734693877551, "grad_norm": 9.353812217712402, "learning_rate": 4.76530612244898e-06, "loss": 0.1391, "step": 14930 }, { "epoch": 76.22448979591837, "grad_norm": 11.522284507751465, "learning_rate": 4.7551020408163265e-06, "loss": 0.2193, "step": 14940 }, { "epoch": 76.27551020408163, "grad_norm": 9.714153289794922, "learning_rate": 4.744897959183674e-06, "loss": 0.3002, "step": 14950 }, { "epoch": 76.3265306122449, "grad_norm": 1.5741373300552368, "learning_rate": 4.734693877551021e-06, "loss": 0.0989, "step": 14960 }, { "epoch": 76.37755102040816, "grad_norm": 12.37441635131836, "learning_rate": 4.724489795918368e-06, "loss": 0.2207, "step": 14970 }, { "epoch": 76.42857142857143, "grad_norm": 1.2197359800338745, "learning_rate": 4.714285714285715e-06, "loss": 0.3594, "step": 14980 }, { "epoch": 76.4795918367347, "grad_norm": 1.7340853214263916, "learning_rate": 4.704081632653061e-06, "loss": 0.1337, "step": 14990 }, { "epoch": 76.53061224489795, "grad_norm": 8.35191822052002, "learning_rate": 4.693877551020409e-06, "loss": 0.1877, "step": 15000 }, { "epoch": 76.58163265306122, "grad_norm": 9.665618896484375, "learning_rate": 4.6836734693877555e-06, "loss": 0.2073, "step": 15010 }, { "epoch": 76.63265306122449, "grad_norm": 0.48984846472740173, "learning_rate": 4.673469387755102e-06, "loss": 0.3014, "step": 15020 }, { "epoch": 76.68367346938776, "grad_norm": 2.9640002250671387, "learning_rate": 4.663265306122449e-06, "loss": 0.215, "step": 15030 }, { "epoch": 76.73469387755102, "grad_norm": 3.568899154663086, "learning_rate": 4.653061224489796e-06, "loss": 0.1687, "step": 15040 }, { "epoch": 76.78571428571429, "grad_norm": 3.5330944061279297, "learning_rate": 4.642857142857144e-06, "loss": 0.2252, "step": 15050 }, { "epoch": 76.83673469387755, "grad_norm": 7.781928062438965, "learning_rate": 4.63265306122449e-06, "loss": 0.212, "step": 15060 }, { "epoch": 76.88775510204081, "grad_norm": 3.0376219749450684, "learning_rate": 4.622448979591837e-06, "loss": 0.141, "step": 15070 }, { "epoch": 76.93877551020408, "grad_norm": 1.0159159898757935, "learning_rate": 4.612244897959184e-06, "loss": 0.2339, "step": 15080 }, { "epoch": 76.98979591836735, "grad_norm": 3.5187315940856934, "learning_rate": 4.602040816326531e-06, "loss": 0.1786, "step": 15090 }, { "epoch": 77.0, "eval_accuracy": 0.8844765342960289, "eval_loss": 0.48912858963012695, "eval_runtime": 1.0003, "eval_samples_per_second": 276.912, "eval_steps_per_second": 34.989, "step": 15092 }, { "epoch": 77.04081632653062, "grad_norm": 0.9008731842041016, "learning_rate": 4.591836734693878e-06, "loss": 0.2919, "step": 15100 }, { "epoch": 77.09183673469387, "grad_norm": 7.379002094268799, "learning_rate": 4.5816326530612245e-06, "loss": 0.2478, "step": 15110 }, { "epoch": 77.14285714285714, "grad_norm": 1.654058575630188, "learning_rate": 4.571428571428572e-06, "loss": 0.1717, "step": 15120 }, { "epoch": 77.1938775510204, "grad_norm": 10.02890396118164, "learning_rate": 4.561224489795919e-06, "loss": 0.1046, "step": 15130 }, { "epoch": 77.24489795918367, "grad_norm": 1.1923608779907227, "learning_rate": 4.551020408163266e-06, "loss": 0.1507, "step": 15140 }, { "epoch": 77.29591836734694, "grad_norm": 2.4354844093322754, "learning_rate": 4.540816326530613e-06, "loss": 0.1582, "step": 15150 }, { "epoch": 77.34693877551021, "grad_norm": 7.890419960021973, "learning_rate": 4.530612244897959e-06, "loss": 0.2618, "step": 15160 }, { "epoch": 77.39795918367346, "grad_norm": 5.627359867095947, "learning_rate": 4.520408163265306e-06, "loss": 0.1926, "step": 15170 }, { "epoch": 77.44897959183673, "grad_norm": 3.1545939445495605, "learning_rate": 4.5102040816326535e-06, "loss": 0.2936, "step": 15180 }, { "epoch": 77.5, "grad_norm": 10.855856895446777, "learning_rate": 4.5e-06, "loss": 0.6137, "step": 15190 }, { "epoch": 77.55102040816327, "grad_norm": 7.537050247192383, "learning_rate": 4.489795918367348e-06, "loss": 0.2718, "step": 15200 }, { "epoch": 77.60204081632654, "grad_norm": 10.528838157653809, "learning_rate": 4.479591836734694e-06, "loss": 0.2494, "step": 15210 }, { "epoch": 77.65306122448979, "grad_norm": 0.04168795049190521, "learning_rate": 4.469387755102041e-06, "loss": 0.3021, "step": 15220 }, { "epoch": 77.70408163265306, "grad_norm": 6.072834014892578, "learning_rate": 4.459183673469388e-06, "loss": 0.1545, "step": 15230 }, { "epoch": 77.75510204081633, "grad_norm": 1.0188490152359009, "learning_rate": 4.448979591836735e-06, "loss": 0.154, "step": 15240 }, { "epoch": 77.8061224489796, "grad_norm": 2.8648037910461426, "learning_rate": 4.438775510204082e-06, "loss": 0.1568, "step": 15250 }, { "epoch": 77.85714285714286, "grad_norm": 2.9121363162994385, "learning_rate": 4.428571428571429e-06, "loss": 0.1795, "step": 15260 }, { "epoch": 77.90816326530613, "grad_norm": 7.241103172302246, "learning_rate": 4.418367346938776e-06, "loss": 0.1361, "step": 15270 }, { "epoch": 77.95918367346938, "grad_norm": 18.421598434448242, "learning_rate": 4.408163265306123e-06, "loss": 0.2006, "step": 15280 }, { "epoch": 78.0, "eval_accuracy": 0.8772563176895307, "eval_loss": 0.42159637808799744, "eval_runtime": 0.9323, "eval_samples_per_second": 297.124, "eval_steps_per_second": 37.543, "step": 15288 }, { "epoch": 78.01020408163265, "grad_norm": 0.5753517150878906, "learning_rate": 4.39795918367347e-06, "loss": 0.2196, "step": 15290 }, { "epoch": 78.06122448979592, "grad_norm": 6.517210960388184, "learning_rate": 4.3877551020408165e-06, "loss": 0.1645, "step": 15300 }, { "epoch": 78.11224489795919, "grad_norm": 1.0163953304290771, "learning_rate": 4.377551020408163e-06, "loss": 0.1594, "step": 15310 }, { "epoch": 78.16326530612245, "grad_norm": 0.28174296021461487, "learning_rate": 4.367346938775511e-06, "loss": 0.3152, "step": 15320 }, { "epoch": 78.21428571428571, "grad_norm": 8.987310409545898, "learning_rate": 4.357142857142857e-06, "loss": 0.1839, "step": 15330 }, { "epoch": 78.26530612244898, "grad_norm": 3.5911307334899902, "learning_rate": 4.346938775510205e-06, "loss": 0.2263, "step": 15340 }, { "epoch": 78.31632653061224, "grad_norm": 5.655363082885742, "learning_rate": 4.336734693877551e-06, "loss": 0.1143, "step": 15350 }, { "epoch": 78.36734693877551, "grad_norm": 8.902242660522461, "learning_rate": 4.326530612244899e-06, "loss": 0.3429, "step": 15360 }, { "epoch": 78.41836734693878, "grad_norm": 0.3062533140182495, "learning_rate": 4.3163265306122455e-06, "loss": 0.1505, "step": 15370 }, { "epoch": 78.46938775510205, "grad_norm": 2.60772442817688, "learning_rate": 4.306122448979592e-06, "loss": 0.1027, "step": 15380 }, { "epoch": 78.5204081632653, "grad_norm": 5.816764831542969, "learning_rate": 4.295918367346939e-06, "loss": 0.276, "step": 15390 }, { "epoch": 78.57142857142857, "grad_norm": 11.878080368041992, "learning_rate": 4.2857142857142855e-06, "loss": 0.3061, "step": 15400 }, { "epoch": 78.62244897959184, "grad_norm": 2.4790613651275635, "learning_rate": 4.275510204081633e-06, "loss": 0.1698, "step": 15410 }, { "epoch": 78.6734693877551, "grad_norm": 2.452232837677002, "learning_rate": 4.2653061224489804e-06, "loss": 0.0984, "step": 15420 }, { "epoch": 78.72448979591837, "grad_norm": 3.86421799659729, "learning_rate": 4.255102040816327e-06, "loss": 0.2261, "step": 15430 }, { "epoch": 78.77551020408163, "grad_norm": 6.461427688598633, "learning_rate": 4.244897959183674e-06, "loss": 0.1279, "step": 15440 }, { "epoch": 78.8265306122449, "grad_norm": 0.5817276835441589, "learning_rate": 4.234693877551021e-06, "loss": 0.238, "step": 15450 }, { "epoch": 78.87755102040816, "grad_norm": 1.191446304321289, "learning_rate": 4.224489795918368e-06, "loss": 0.1597, "step": 15460 }, { "epoch": 78.92857142857143, "grad_norm": 0.9815487265586853, "learning_rate": 4.2142857142857145e-06, "loss": 0.1815, "step": 15470 }, { "epoch": 78.9795918367347, "grad_norm": 13.951576232910156, "learning_rate": 4.204081632653061e-06, "loss": 0.3144, "step": 15480 }, { "epoch": 79.0, "eval_accuracy": 0.8953068592057761, "eval_loss": 0.2720978558063507, "eval_runtime": 1.0029, "eval_samples_per_second": 276.21, "eval_steps_per_second": 34.9, "step": 15484 }, { "epoch": 79.03061224489795, "grad_norm": 0.6935974359512329, "learning_rate": 4.193877551020409e-06, "loss": 0.1547, "step": 15490 }, { "epoch": 79.08163265306122, "grad_norm": 4.269100666046143, "learning_rate": 4.183673469387755e-06, "loss": 0.2228, "step": 15500 }, { "epoch": 79.13265306122449, "grad_norm": 16.676679611206055, "learning_rate": 4.173469387755103e-06, "loss": 0.2051, "step": 15510 }, { "epoch": 79.18367346938776, "grad_norm": 1.743389368057251, "learning_rate": 4.163265306122449e-06, "loss": 0.0857, "step": 15520 }, { "epoch": 79.23469387755102, "grad_norm": 5.236385822296143, "learning_rate": 4.153061224489796e-06, "loss": 0.1267, "step": 15530 }, { "epoch": 79.28571428571429, "grad_norm": 6.302170753479004, "learning_rate": 4.1428571428571435e-06, "loss": 0.1847, "step": 15540 }, { "epoch": 79.33673469387755, "grad_norm": 12.430984497070312, "learning_rate": 4.13265306122449e-06, "loss": 0.2319, "step": 15550 }, { "epoch": 79.38775510204081, "grad_norm": 0.6306114792823792, "learning_rate": 4.122448979591837e-06, "loss": 0.2798, "step": 15560 }, { "epoch": 79.43877551020408, "grad_norm": 24.38300323486328, "learning_rate": 4.112244897959184e-06, "loss": 0.2502, "step": 15570 }, { "epoch": 79.48979591836735, "grad_norm": 8.707317352294922, "learning_rate": 4.102040816326531e-06, "loss": 0.2853, "step": 15580 }, { "epoch": 79.54081632653062, "grad_norm": 12.659032821655273, "learning_rate": 4.091836734693878e-06, "loss": 0.1358, "step": 15590 }, { "epoch": 79.59183673469387, "grad_norm": 13.423051834106445, "learning_rate": 4.081632653061225e-06, "loss": 0.121, "step": 15600 }, { "epoch": 79.64285714285714, "grad_norm": 2.983762502670288, "learning_rate": 4.071428571428572e-06, "loss": 0.1123, "step": 15610 }, { "epoch": 79.6938775510204, "grad_norm": 3.414855480194092, "learning_rate": 4.061224489795918e-06, "loss": 0.1874, "step": 15620 }, { "epoch": 79.74489795918367, "grad_norm": 13.161895751953125, "learning_rate": 4.051020408163266e-06, "loss": 0.1783, "step": 15630 }, { "epoch": 79.79591836734694, "grad_norm": 7.434272766113281, "learning_rate": 4.040816326530612e-06, "loss": 0.2543, "step": 15640 }, { "epoch": 79.84693877551021, "grad_norm": 16.419912338256836, "learning_rate": 4.03061224489796e-06, "loss": 0.3525, "step": 15650 }, { "epoch": 79.89795918367346, "grad_norm": 3.6615853309631348, "learning_rate": 4.0204081632653065e-06, "loss": 0.1637, "step": 15660 }, { "epoch": 79.94897959183673, "grad_norm": 2.119905948638916, "learning_rate": 4.010204081632653e-06, "loss": 0.3019, "step": 15670 }, { "epoch": 80.0, "grad_norm": 0.8194112181663513, "learning_rate": 4.000000000000001e-06, "loss": 0.1969, "step": 15680 }, { "epoch": 80.0, "eval_accuracy": 0.8483754512635379, "eval_loss": 0.42701977491378784, "eval_runtime": 0.9397, "eval_samples_per_second": 294.767, "eval_steps_per_second": 37.245, "step": 15680 }, { "epoch": 80.05102040816327, "grad_norm": 9.35610580444336, "learning_rate": 3.989795918367347e-06, "loss": 0.19, "step": 15690 }, { "epoch": 80.10204081632654, "grad_norm": 8.794118881225586, "learning_rate": 3.979591836734694e-06, "loss": 0.2407, "step": 15700 }, { "epoch": 80.15306122448979, "grad_norm": 0.1584535837173462, "learning_rate": 3.969387755102041e-06, "loss": 0.0312, "step": 15710 }, { "epoch": 80.20408163265306, "grad_norm": 4.157765865325928, "learning_rate": 3.959183673469388e-06, "loss": 0.3281, "step": 15720 }, { "epoch": 80.25510204081633, "grad_norm": 11.907217979431152, "learning_rate": 3.9489795918367356e-06, "loss": 0.1984, "step": 15730 }, { "epoch": 80.3061224489796, "grad_norm": 2.841599702835083, "learning_rate": 3.938775510204082e-06, "loss": 0.1251, "step": 15740 }, { "epoch": 80.35714285714286, "grad_norm": 5.652760982513428, "learning_rate": 3.928571428571429e-06, "loss": 0.2669, "step": 15750 }, { "epoch": 80.40816326530613, "grad_norm": 3.341134548187256, "learning_rate": 3.9183673469387755e-06, "loss": 0.1515, "step": 15760 }, { "epoch": 80.45918367346938, "grad_norm": 0.34180694818496704, "learning_rate": 3.908163265306123e-06, "loss": 0.2429, "step": 15770 }, { "epoch": 80.51020408163265, "grad_norm": 1.8589460849761963, "learning_rate": 3.89795918367347e-06, "loss": 0.1411, "step": 15780 }, { "epoch": 80.56122448979592, "grad_norm": 1.2255891561508179, "learning_rate": 3.887755102040816e-06, "loss": 0.2386, "step": 15790 }, { "epoch": 80.61224489795919, "grad_norm": 0.7362205386161804, "learning_rate": 3.877551020408164e-06, "loss": 0.0887, "step": 15800 }, { "epoch": 80.66326530612245, "grad_norm": 11.652864456176758, "learning_rate": 3.86734693877551e-06, "loss": 0.2231, "step": 15810 }, { "epoch": 80.71428571428571, "grad_norm": 1.9581044912338257, "learning_rate": 3.857142857142858e-06, "loss": 0.1942, "step": 15820 }, { "epoch": 80.76530612244898, "grad_norm": 1.3246722221374512, "learning_rate": 3.8469387755102045e-06, "loss": 0.2956, "step": 15830 }, { "epoch": 80.81632653061224, "grad_norm": 3.7175517082214355, "learning_rate": 3.836734693877551e-06, "loss": 0.1526, "step": 15840 }, { "epoch": 80.86734693877551, "grad_norm": 1.4184467792510986, "learning_rate": 3.826530612244898e-06, "loss": 0.0829, "step": 15850 }, { "epoch": 80.91836734693878, "grad_norm": 5.230016231536865, "learning_rate": 3.816326530612245e-06, "loss": 0.1705, "step": 15860 }, { "epoch": 80.96938775510205, "grad_norm": 0.31383898854255676, "learning_rate": 3.8061224489795923e-06, "loss": 0.1405, "step": 15870 }, { "epoch": 81.0, "eval_accuracy": 0.7833935018050542, "eval_loss": 0.763225793838501, "eval_runtime": 0.927, "eval_samples_per_second": 298.824, "eval_steps_per_second": 37.758, "step": 15876 }, { "epoch": 81.0204081632653, "grad_norm": 5.370396614074707, "learning_rate": 3.795918367346939e-06, "loss": 0.1886, "step": 15880 }, { "epoch": 81.07142857142857, "grad_norm": 0.8666300773620605, "learning_rate": 3.785714285714286e-06, "loss": 0.3796, "step": 15890 }, { "epoch": 81.12244897959184, "grad_norm": 15.143610000610352, "learning_rate": 3.7755102040816327e-06, "loss": 0.2811, "step": 15900 }, { "epoch": 81.1734693877551, "grad_norm": 0.3934500515460968, "learning_rate": 3.76530612244898e-06, "loss": 0.1487, "step": 15910 }, { "epoch": 81.22448979591837, "grad_norm": 1.4975956678390503, "learning_rate": 3.7551020408163268e-06, "loss": 0.1721, "step": 15920 }, { "epoch": 81.27551020408163, "grad_norm": 2.16916823387146, "learning_rate": 3.744897959183674e-06, "loss": 0.182, "step": 15930 }, { "epoch": 81.3265306122449, "grad_norm": 8.05843448638916, "learning_rate": 3.7346938775510205e-06, "loss": 0.3428, "step": 15940 }, { "epoch": 81.37755102040816, "grad_norm": 0.2246151566505432, "learning_rate": 3.724489795918368e-06, "loss": 0.1239, "step": 15950 }, { "epoch": 81.42857142857143, "grad_norm": 8.20610237121582, "learning_rate": 3.7142857142857146e-06, "loss": 0.1717, "step": 15960 }, { "epoch": 81.4795918367347, "grad_norm": 8.254730224609375, "learning_rate": 3.7040816326530617e-06, "loss": 0.3008, "step": 15970 }, { "epoch": 81.53061224489795, "grad_norm": 0.9908814430236816, "learning_rate": 3.6938775510204083e-06, "loss": 0.0522, "step": 15980 }, { "epoch": 81.58163265306122, "grad_norm": 3.838620901107788, "learning_rate": 3.6836734693877554e-06, "loss": 0.2645, "step": 15990 }, { "epoch": 81.63265306122449, "grad_norm": 0.31536588072776794, "learning_rate": 3.6734693877551024e-06, "loss": 0.3646, "step": 16000 }, { "epoch": 81.68367346938776, "grad_norm": 0.3082359731197357, "learning_rate": 3.6632653061224495e-06, "loss": 0.1775, "step": 16010 }, { "epoch": 81.73469387755102, "grad_norm": 12.527641296386719, "learning_rate": 3.653061224489796e-06, "loss": 0.1322, "step": 16020 }, { "epoch": 81.78571428571429, "grad_norm": 0.1477854698896408, "learning_rate": 3.642857142857143e-06, "loss": 0.112, "step": 16030 }, { "epoch": 81.83673469387755, "grad_norm": 1.7172036170959473, "learning_rate": 3.6326530612244903e-06, "loss": 0.2226, "step": 16040 }, { "epoch": 81.88775510204081, "grad_norm": 1.1714388132095337, "learning_rate": 3.6224489795918373e-06, "loss": 0.1911, "step": 16050 }, { "epoch": 81.93877551020408, "grad_norm": 7.487484931945801, "learning_rate": 3.612244897959184e-06, "loss": 0.1288, "step": 16060 }, { "epoch": 81.98979591836735, "grad_norm": 3.3677072525024414, "learning_rate": 3.6020408163265306e-06, "loss": 0.1427, "step": 16070 }, { "epoch": 82.0, "eval_accuracy": 0.9025270758122743, "eval_loss": 0.3249270021915436, "eval_runtime": 0.9346, "eval_samples_per_second": 296.382, "eval_steps_per_second": 37.449, "step": 16072 }, { "epoch": 82.04081632653062, "grad_norm": 2.0028810501098633, "learning_rate": 3.5918367346938777e-06, "loss": 0.1303, "step": 16080 }, { "epoch": 82.09183673469387, "grad_norm": 1.0715469121932983, "learning_rate": 3.581632653061225e-06, "loss": 0.232, "step": 16090 }, { "epoch": 82.14285714285714, "grad_norm": 6.861850261688232, "learning_rate": 3.5714285714285718e-06, "loss": 0.1009, "step": 16100 }, { "epoch": 82.1938775510204, "grad_norm": 0.32505741715431213, "learning_rate": 3.5612244897959184e-06, "loss": 0.1015, "step": 16110 }, { "epoch": 82.24489795918367, "grad_norm": 11.258378028869629, "learning_rate": 3.5510204081632655e-06, "loss": 0.2765, "step": 16120 }, { "epoch": 82.29591836734694, "grad_norm": 0.8208149671554565, "learning_rate": 3.540816326530613e-06, "loss": 0.1769, "step": 16130 }, { "epoch": 82.34693877551021, "grad_norm": 14.091160774230957, "learning_rate": 3.5306122448979596e-06, "loss": 0.1296, "step": 16140 }, { "epoch": 82.39795918367346, "grad_norm": 7.795243740081787, "learning_rate": 3.5204081632653062e-06, "loss": 0.4265, "step": 16150 }, { "epoch": 82.44897959183673, "grad_norm": 19.263708114624023, "learning_rate": 3.5102040816326533e-06, "loss": 0.2897, "step": 16160 }, { "epoch": 82.5, "grad_norm": 5.552840709686279, "learning_rate": 3.5e-06, "loss": 0.148, "step": 16170 }, { "epoch": 82.55102040816327, "grad_norm": 16.170299530029297, "learning_rate": 3.4897959183673474e-06, "loss": 0.3484, "step": 16180 }, { "epoch": 82.60204081632654, "grad_norm": 4.0577263832092285, "learning_rate": 3.479591836734694e-06, "loss": 0.2218, "step": 16190 }, { "epoch": 82.65306122448979, "grad_norm": 5.736649990081787, "learning_rate": 3.469387755102041e-06, "loss": 0.1525, "step": 16200 }, { "epoch": 82.70408163265306, "grad_norm": 21.887012481689453, "learning_rate": 3.4591836734693878e-06, "loss": 0.276, "step": 16210 }, { "epoch": 82.75510204081633, "grad_norm": 18.0561580657959, "learning_rate": 3.4489795918367353e-06, "loss": 0.2404, "step": 16220 }, { "epoch": 82.8061224489796, "grad_norm": 2.2050490379333496, "learning_rate": 3.438775510204082e-06, "loss": 0.1132, "step": 16230 }, { "epoch": 82.85714285714286, "grad_norm": 1.9476908445358276, "learning_rate": 3.428571428571429e-06, "loss": 0.1607, "step": 16240 }, { "epoch": 82.90816326530613, "grad_norm": 0.8884503841400146, "learning_rate": 3.4183673469387756e-06, "loss": 0.1731, "step": 16250 }, { "epoch": 82.95918367346938, "grad_norm": 1.7185746431350708, "learning_rate": 3.4081632653061227e-06, "loss": 0.2493, "step": 16260 }, { "epoch": 83.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.38384127616882324, "eval_runtime": 0.9321, "eval_samples_per_second": 297.167, "eval_steps_per_second": 37.548, "step": 16268 }, { "epoch": 83.01020408163265, "grad_norm": 7.763315200805664, "learning_rate": 3.3979591836734697e-06, "loss": 0.2217, "step": 16270 }, { "epoch": 83.06122448979592, "grad_norm": 1.9195549488067627, "learning_rate": 3.3877551020408168e-06, "loss": 0.137, "step": 16280 }, { "epoch": 83.11224489795919, "grad_norm": 1.0584914684295654, "learning_rate": 3.3775510204081634e-06, "loss": 0.3192, "step": 16290 }, { "epoch": 83.16326530612245, "grad_norm": 0.7407238483428955, "learning_rate": 3.3673469387755105e-06, "loss": 0.2872, "step": 16300 }, { "epoch": 83.21428571428571, "grad_norm": 23.612741470336914, "learning_rate": 3.357142857142857e-06, "loss": 0.2775, "step": 16310 }, { "epoch": 83.26530612244898, "grad_norm": 0.3100240230560303, "learning_rate": 3.3469387755102046e-06, "loss": 0.1608, "step": 16320 }, { "epoch": 83.31632653061224, "grad_norm": 5.569301128387451, "learning_rate": 3.3367346938775513e-06, "loss": 0.2444, "step": 16330 }, { "epoch": 83.36734693877551, "grad_norm": 14.591517448425293, "learning_rate": 3.3265306122448983e-06, "loss": 0.29, "step": 16340 }, { "epoch": 83.41836734693878, "grad_norm": 7.931599140167236, "learning_rate": 3.316326530612245e-06, "loss": 0.277, "step": 16350 }, { "epoch": 83.46938775510205, "grad_norm": 15.914363861083984, "learning_rate": 3.3061224489795924e-06, "loss": 0.1571, "step": 16360 }, { "epoch": 83.5204081632653, "grad_norm": 13.947531700134277, "learning_rate": 3.295918367346939e-06, "loss": 0.3652, "step": 16370 }, { "epoch": 83.57142857142857, "grad_norm": 3.993175506591797, "learning_rate": 3.285714285714286e-06, "loss": 0.4236, "step": 16380 }, { "epoch": 83.62244897959184, "grad_norm": 9.41831111907959, "learning_rate": 3.2755102040816328e-06, "loss": 0.4799, "step": 16390 }, { "epoch": 83.6734693877551, "grad_norm": 4.541845321655273, "learning_rate": 3.2653061224489794e-06, "loss": 0.2001, "step": 16400 }, { "epoch": 83.72448979591837, "grad_norm": 17.684083938598633, "learning_rate": 3.255102040816327e-06, "loss": 0.1741, "step": 16410 }, { "epoch": 83.77551020408163, "grad_norm": 0.664922297000885, "learning_rate": 3.244897959183674e-06, "loss": 0.1669, "step": 16420 }, { "epoch": 83.8265306122449, "grad_norm": 4.690441608428955, "learning_rate": 3.2346938775510206e-06, "loss": 0.2087, "step": 16430 }, { "epoch": 83.87755102040816, "grad_norm": 5.026739120483398, "learning_rate": 3.2244897959183672e-06, "loss": 0.1029, "step": 16440 }, { "epoch": 83.92857142857143, "grad_norm": 8.364355087280273, "learning_rate": 3.2142857142857147e-06, "loss": 0.1695, "step": 16450 }, { "epoch": 83.9795918367347, "grad_norm": 1.0005097389221191, "learning_rate": 3.204081632653062e-06, "loss": 0.331, "step": 16460 }, { "epoch": 84.0, "eval_accuracy": 0.9205776173285198, "eval_loss": 0.3329784572124481, "eval_runtime": 0.9402, "eval_samples_per_second": 294.616, "eval_steps_per_second": 37.226, "step": 16464 }, { "epoch": 84.03061224489795, "grad_norm": 9.732176780700684, "learning_rate": 3.1938775510204084e-06, "loss": 0.1133, "step": 16470 }, { "epoch": 84.08163265306122, "grad_norm": 1.5133066177368164, "learning_rate": 3.183673469387755e-06, "loss": 0.1528, "step": 16480 }, { "epoch": 84.13265306122449, "grad_norm": 6.870362758636475, "learning_rate": 3.173469387755102e-06, "loss": 0.2269, "step": 16490 }, { "epoch": 84.18367346938776, "grad_norm": 16.802181243896484, "learning_rate": 3.1632653061224496e-06, "loss": 0.3749, "step": 16500 }, { "epoch": 84.23469387755102, "grad_norm": 8.427709579467773, "learning_rate": 3.1530612244897963e-06, "loss": 0.4603, "step": 16510 }, { "epoch": 84.28571428571429, "grad_norm": 5.263187885284424, "learning_rate": 3.142857142857143e-06, "loss": 0.1094, "step": 16520 }, { "epoch": 84.33673469387755, "grad_norm": 12.858963012695312, "learning_rate": 3.13265306122449e-06, "loss": 0.2149, "step": 16530 }, { "epoch": 84.38775510204081, "grad_norm": 4.1460490226745605, "learning_rate": 3.1224489795918374e-06, "loss": 0.1401, "step": 16540 }, { "epoch": 84.43877551020408, "grad_norm": 16.93732261657715, "learning_rate": 3.112244897959184e-06, "loss": 0.4208, "step": 16550 }, { "epoch": 84.48979591836735, "grad_norm": 0.18154656887054443, "learning_rate": 3.1020408163265307e-06, "loss": 0.2127, "step": 16560 }, { "epoch": 84.54081632653062, "grad_norm": 1.393512487411499, "learning_rate": 3.0918367346938778e-06, "loss": 0.1961, "step": 16570 }, { "epoch": 84.59183673469387, "grad_norm": 3.731569290161133, "learning_rate": 3.0816326530612244e-06, "loss": 0.3392, "step": 16580 }, { "epoch": 84.64285714285714, "grad_norm": 3.3272573947906494, "learning_rate": 3.071428571428572e-06, "loss": 0.1673, "step": 16590 }, { "epoch": 84.6938775510204, "grad_norm": 12.289058685302734, "learning_rate": 3.0612244897959185e-06, "loss": 0.1943, "step": 16600 }, { "epoch": 84.74489795918367, "grad_norm": 1.6420972347259521, "learning_rate": 3.0510204081632656e-06, "loss": 0.128, "step": 16610 }, { "epoch": 84.79591836734694, "grad_norm": 2.594130754470825, "learning_rate": 3.0408163265306122e-06, "loss": 0.1445, "step": 16620 }, { "epoch": 84.84693877551021, "grad_norm": 0.44964268803596497, "learning_rate": 3.0306122448979597e-06, "loss": 0.3691, "step": 16630 }, { "epoch": 84.89795918367346, "grad_norm": 0.9908690452575684, "learning_rate": 3.0204081632653064e-06, "loss": 0.2374, "step": 16640 }, { "epoch": 84.94897959183673, "grad_norm": 0.32848837971687317, "learning_rate": 3.0102040816326534e-06, "loss": 0.1338, "step": 16650 }, { "epoch": 85.0, "grad_norm": 1.4169095754623413, "learning_rate": 3e-06, "loss": 0.1231, "step": 16660 }, { "epoch": 85.0, "eval_accuracy": 0.8700361010830325, "eval_loss": 0.32456666231155396, "eval_runtime": 0.9552, "eval_samples_per_second": 289.984, "eval_steps_per_second": 36.641, "step": 16660 }, { "epoch": 85.05102040816327, "grad_norm": 9.53570556640625, "learning_rate": 2.989795918367347e-06, "loss": 0.1539, "step": 16670 }, { "epoch": 85.10204081632654, "grad_norm": 6.8302106857299805, "learning_rate": 2.979591836734694e-06, "loss": 0.1866, "step": 16680 }, { "epoch": 85.15306122448979, "grad_norm": 0.5330386161804199, "learning_rate": 2.9693877551020413e-06, "loss": 0.1126, "step": 16690 }, { "epoch": 85.20408163265306, "grad_norm": 0.9756630063056946, "learning_rate": 2.959183673469388e-06, "loss": 0.2992, "step": 16700 }, { "epoch": 85.25510204081633, "grad_norm": 7.213351726531982, "learning_rate": 2.948979591836735e-06, "loss": 0.2454, "step": 16710 }, { "epoch": 85.3061224489796, "grad_norm": 6.819469928741455, "learning_rate": 2.938775510204082e-06, "loss": 0.1805, "step": 16720 }, { "epoch": 85.35714285714286, "grad_norm": 6.094568252563477, "learning_rate": 2.928571428571429e-06, "loss": 0.248, "step": 16730 }, { "epoch": 85.40816326530613, "grad_norm": 1.5939466953277588, "learning_rate": 2.9183673469387757e-06, "loss": 0.2055, "step": 16740 }, { "epoch": 85.45918367346938, "grad_norm": 1.6548603773117065, "learning_rate": 2.908163265306123e-06, "loss": 0.1873, "step": 16750 }, { "epoch": 85.51020408163265, "grad_norm": 2.3544037342071533, "learning_rate": 2.8979591836734694e-06, "loss": 0.084, "step": 16760 }, { "epoch": 85.56122448979592, "grad_norm": 11.432575225830078, "learning_rate": 2.887755102040817e-06, "loss": 0.3432, "step": 16770 }, { "epoch": 85.61224489795919, "grad_norm": 3.1924562454223633, "learning_rate": 2.8775510204081636e-06, "loss": 0.4288, "step": 16780 }, { "epoch": 85.66326530612245, "grad_norm": 0.5942087769508362, "learning_rate": 2.86734693877551e-06, "loss": 0.2546, "step": 16790 }, { "epoch": 85.71428571428571, "grad_norm": 0.3294694423675537, "learning_rate": 2.8571428571428573e-06, "loss": 0.2859, "step": 16800 }, { "epoch": 85.76530612244898, "grad_norm": 1.8321048021316528, "learning_rate": 2.8469387755102047e-06, "loss": 0.3555, "step": 16810 }, { "epoch": 85.81632653061224, "grad_norm": 10.187983512878418, "learning_rate": 2.8367346938775514e-06, "loss": 0.2943, "step": 16820 }, { "epoch": 85.86734693877551, "grad_norm": 10.006871223449707, "learning_rate": 2.826530612244898e-06, "loss": 0.0889, "step": 16830 }, { "epoch": 85.91836734693878, "grad_norm": 0.727992594242096, "learning_rate": 2.816326530612245e-06, "loss": 0.1329, "step": 16840 }, { "epoch": 85.96938775510205, "grad_norm": 15.858503341674805, "learning_rate": 2.8061224489795917e-06, "loss": 0.2781, "step": 16850 }, { "epoch": 86.0, "eval_accuracy": 0.8736462093862816, "eval_loss": 0.3710058927536011, "eval_runtime": 0.9355, "eval_samples_per_second": 296.084, "eval_steps_per_second": 37.411, "step": 16856 }, { "epoch": 86.0204081632653, "grad_norm": 8.392712593078613, "learning_rate": 2.795918367346939e-06, "loss": 0.1672, "step": 16860 }, { "epoch": 86.07142857142857, "grad_norm": 13.223836898803711, "learning_rate": 2.785714285714286e-06, "loss": 0.2495, "step": 16870 }, { "epoch": 86.12244897959184, "grad_norm": 6.981386661529541, "learning_rate": 2.775510204081633e-06, "loss": 0.1335, "step": 16880 }, { "epoch": 86.1734693877551, "grad_norm": 16.30123519897461, "learning_rate": 2.7653061224489795e-06, "loss": 0.2004, "step": 16890 }, { "epoch": 86.22448979591837, "grad_norm": 14.89189624786377, "learning_rate": 2.7551020408163266e-06, "loss": 0.201, "step": 16900 }, { "epoch": 86.27551020408163, "grad_norm": 0.510366678237915, "learning_rate": 2.7448979591836737e-06, "loss": 0.1122, "step": 16910 }, { "epoch": 86.3265306122449, "grad_norm": 8.832609176635742, "learning_rate": 2.7346938775510207e-06, "loss": 0.2677, "step": 16920 }, { "epoch": 86.37755102040816, "grad_norm": 0.24932265281677246, "learning_rate": 2.7244897959183674e-06, "loss": 0.2158, "step": 16930 }, { "epoch": 86.42857142857143, "grad_norm": 6.414112091064453, "learning_rate": 2.7142857142857144e-06, "loss": 0.1902, "step": 16940 }, { "epoch": 86.4795918367347, "grad_norm": 0.8077690601348877, "learning_rate": 2.7040816326530615e-06, "loss": 0.1207, "step": 16950 }, { "epoch": 86.53061224489795, "grad_norm": 1.0012266635894775, "learning_rate": 2.6938775510204086e-06, "loss": 0.29, "step": 16960 }, { "epoch": 86.58163265306122, "grad_norm": 1.7598363161087036, "learning_rate": 2.683673469387755e-06, "loss": 0.4445, "step": 16970 }, { "epoch": 86.63265306122449, "grad_norm": 11.231893539428711, "learning_rate": 2.6734693877551023e-06, "loss": 0.1348, "step": 16980 }, { "epoch": 86.68367346938776, "grad_norm": 11.320291519165039, "learning_rate": 2.663265306122449e-06, "loss": 0.1525, "step": 16990 }, { "epoch": 86.73469387755102, "grad_norm": 0.5130727291107178, "learning_rate": 2.6530612244897964e-06, "loss": 0.2855, "step": 17000 }, { "epoch": 86.78571428571429, "grad_norm": 8.888845443725586, "learning_rate": 2.642857142857143e-06, "loss": 0.1978, "step": 17010 }, { "epoch": 86.83673469387755, "grad_norm": 5.790079593658447, "learning_rate": 2.63265306122449e-06, "loss": 0.0955, "step": 17020 }, { "epoch": 86.88775510204081, "grad_norm": 12.437826156616211, "learning_rate": 2.6224489795918367e-06, "loss": 0.1971, "step": 17030 }, { "epoch": 86.93877551020408, "grad_norm": 2.4969210624694824, "learning_rate": 2.6122448979591842e-06, "loss": 0.2551, "step": 17040 }, { "epoch": 86.98979591836735, "grad_norm": 22.423816680908203, "learning_rate": 2.602040816326531e-06, "loss": 0.7193, "step": 17050 }, { "epoch": 87.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.33839184045791626, "eval_runtime": 0.957, "eval_samples_per_second": 289.444, "eval_steps_per_second": 36.572, "step": 17052 }, { "epoch": 87.04081632653062, "grad_norm": 4.3819355964660645, "learning_rate": 2.591836734693878e-06, "loss": 0.2473, "step": 17060 }, { "epoch": 87.09183673469387, "grad_norm": 0.5776048302650452, "learning_rate": 2.5816326530612246e-06, "loss": 0.2227, "step": 17070 }, { "epoch": 87.14285714285714, "grad_norm": 16.769515991210938, "learning_rate": 2.571428571428571e-06, "loss": 0.248, "step": 17080 }, { "epoch": 87.1938775510204, "grad_norm": 9.135167121887207, "learning_rate": 2.5612244897959187e-06, "loss": 0.2463, "step": 17090 }, { "epoch": 87.24489795918367, "grad_norm": 11.403244972229004, "learning_rate": 2.5510204081632657e-06, "loss": 0.4687, "step": 17100 }, { "epoch": 87.29591836734694, "grad_norm": 14.178475379943848, "learning_rate": 2.5408163265306124e-06, "loss": 0.3548, "step": 17110 }, { "epoch": 87.34693877551021, "grad_norm": 0.38246801495552063, "learning_rate": 2.530612244897959e-06, "loss": 0.0965, "step": 17120 }, { "epoch": 87.39795918367346, "grad_norm": 0.6379547119140625, "learning_rate": 2.5204081632653065e-06, "loss": 0.0286, "step": 17130 }, { "epoch": 87.44897959183673, "grad_norm": 1.0402100086212158, "learning_rate": 2.5102040816326536e-06, "loss": 0.134, "step": 17140 }, { "epoch": 87.5, "grad_norm": 0.46137455105781555, "learning_rate": 2.5e-06, "loss": 0.1412, "step": 17150 }, { "epoch": 87.55102040816327, "grad_norm": 10.064380645751953, "learning_rate": 2.489795918367347e-06, "loss": 0.264, "step": 17160 }, { "epoch": 87.60204081632654, "grad_norm": 13.384167671203613, "learning_rate": 2.479591836734694e-06, "loss": 0.2698, "step": 17170 }, { "epoch": 87.65306122448979, "grad_norm": 10.690115928649902, "learning_rate": 2.469387755102041e-06, "loss": 0.2503, "step": 17180 }, { "epoch": 87.70408163265306, "grad_norm": 0.05725846067070961, "learning_rate": 2.459183673469388e-06, "loss": 0.2594, "step": 17190 }, { "epoch": 87.75510204081633, "grad_norm": 0.4028679132461548, "learning_rate": 2.4489795918367347e-06, "loss": 0.059, "step": 17200 }, { "epoch": 87.8061224489796, "grad_norm": 13.775506019592285, "learning_rate": 2.4387755102040817e-06, "loss": 0.3321, "step": 17210 }, { "epoch": 87.85714285714286, "grad_norm": 1.2155430316925049, "learning_rate": 2.428571428571429e-06, "loss": 0.2333, "step": 17220 }, { "epoch": 87.90816326530613, "grad_norm": 15.729743003845215, "learning_rate": 2.418367346938776e-06, "loss": 0.1389, "step": 17230 }, { "epoch": 87.95918367346938, "grad_norm": 0.565786600112915, "learning_rate": 2.4081632653061225e-06, "loss": 0.1149, "step": 17240 }, { "epoch": 88.0, "eval_accuracy": 0.9097472924187726, "eval_loss": 0.3703186511993408, "eval_runtime": 1.0082, "eval_samples_per_second": 274.745, "eval_steps_per_second": 34.715, "step": 17248 }, { "epoch": 88.01020408163265, "grad_norm": 0.8142939209938049, "learning_rate": 2.3979591836734696e-06, "loss": 0.148, "step": 17250 }, { "epoch": 88.06122448979592, "grad_norm": 3.3334763050079346, "learning_rate": 2.3877551020408166e-06, "loss": 0.1569, "step": 17260 }, { "epoch": 88.11224489795919, "grad_norm": 20.91797637939453, "learning_rate": 2.3775510204081633e-06, "loss": 0.1814, "step": 17270 }, { "epoch": 88.16326530612245, "grad_norm": 15.569923400878906, "learning_rate": 2.3673469387755103e-06, "loss": 0.2453, "step": 17280 }, { "epoch": 88.21428571428571, "grad_norm": 5.313724994659424, "learning_rate": 2.3571428571428574e-06, "loss": 0.0974, "step": 17290 }, { "epoch": 88.26530612244898, "grad_norm": 6.935853958129883, "learning_rate": 2.3469387755102044e-06, "loss": 0.1783, "step": 17300 }, { "epoch": 88.31632653061224, "grad_norm": 8.016472816467285, "learning_rate": 2.336734693877551e-06, "loss": 0.2279, "step": 17310 }, { "epoch": 88.36734693877551, "grad_norm": 0.44269347190856934, "learning_rate": 2.326530612244898e-06, "loss": 0.2314, "step": 17320 }, { "epoch": 88.41836734693878, "grad_norm": 4.441252708435059, "learning_rate": 2.316326530612245e-06, "loss": 0.1242, "step": 17330 }, { "epoch": 88.46938775510205, "grad_norm": 1.3162168264389038, "learning_rate": 2.306122448979592e-06, "loss": 0.731, "step": 17340 }, { "epoch": 88.5204081632653, "grad_norm": 3.208286762237549, "learning_rate": 2.295918367346939e-06, "loss": 0.357, "step": 17350 }, { "epoch": 88.57142857142857, "grad_norm": 13.052005767822266, "learning_rate": 2.285714285714286e-06, "loss": 0.0895, "step": 17360 }, { "epoch": 88.62244897959184, "grad_norm": 13.767204284667969, "learning_rate": 2.275510204081633e-06, "loss": 0.2135, "step": 17370 }, { "epoch": 88.6734693877551, "grad_norm": 0.7811937928199768, "learning_rate": 2.2653061224489797e-06, "loss": 0.3113, "step": 17380 }, { "epoch": 88.72448979591837, "grad_norm": 10.270852088928223, "learning_rate": 2.2551020408163267e-06, "loss": 0.2986, "step": 17390 }, { "epoch": 88.77551020408163, "grad_norm": 0.29720714688301086, "learning_rate": 2.244897959183674e-06, "loss": 0.1637, "step": 17400 }, { "epoch": 88.8265306122449, "grad_norm": 5.928308486938477, "learning_rate": 2.2346938775510204e-06, "loss": 0.1065, "step": 17410 }, { "epoch": 88.87755102040816, "grad_norm": 5.635687351226807, "learning_rate": 2.2244897959183675e-06, "loss": 0.3591, "step": 17420 }, { "epoch": 88.92857142857143, "grad_norm": 0.88820880651474, "learning_rate": 2.2142857142857146e-06, "loss": 0.1143, "step": 17430 }, { "epoch": 88.9795918367347, "grad_norm": 5.052770614624023, "learning_rate": 2.2040816326530616e-06, "loss": 0.0269, "step": 17440 }, { "epoch": 89.0, "eval_accuracy": 0.8592057761732852, "eval_loss": 0.5013492703437805, "eval_runtime": 0.9338, "eval_samples_per_second": 296.635, "eval_steps_per_second": 37.481, "step": 17444 }, { "epoch": 89.03061224489795, "grad_norm": 15.623953819274902, "learning_rate": 2.1938775510204083e-06, "loss": 0.2499, "step": 17450 }, { "epoch": 89.08163265306122, "grad_norm": 3.665088653564453, "learning_rate": 2.1836734693877553e-06, "loss": 0.1199, "step": 17460 }, { "epoch": 89.13265306122449, "grad_norm": 1.6090409755706787, "learning_rate": 2.1734693877551024e-06, "loss": 0.3602, "step": 17470 }, { "epoch": 89.18367346938776, "grad_norm": 16.96292495727539, "learning_rate": 2.1632653061224495e-06, "loss": 0.2923, "step": 17480 }, { "epoch": 89.23469387755102, "grad_norm": 1.3773144483566284, "learning_rate": 2.153061224489796e-06, "loss": 0.2201, "step": 17490 }, { "epoch": 89.28571428571429, "grad_norm": 1.2361564636230469, "learning_rate": 2.1428571428571427e-06, "loss": 0.301, "step": 17500 }, { "epoch": 89.33673469387755, "grad_norm": 0.3144189119338989, "learning_rate": 2.1326530612244902e-06, "loss": 0.1185, "step": 17510 }, { "epoch": 89.38775510204081, "grad_norm": 2.084606170654297, "learning_rate": 2.122448979591837e-06, "loss": 0.2111, "step": 17520 }, { "epoch": 89.43877551020408, "grad_norm": 0.8495397567749023, "learning_rate": 2.112244897959184e-06, "loss": 0.2766, "step": 17530 }, { "epoch": 89.48979591836735, "grad_norm": 1.677476167678833, "learning_rate": 2.1020408163265306e-06, "loss": 0.17, "step": 17540 }, { "epoch": 89.54081632653062, "grad_norm": 23.526060104370117, "learning_rate": 2.0918367346938776e-06, "loss": 0.272, "step": 17550 }, { "epoch": 89.59183673469387, "grad_norm": 1.2515920400619507, "learning_rate": 2.0816326530612247e-06, "loss": 0.1553, "step": 17560 }, { "epoch": 89.64285714285714, "grad_norm": 16.200321197509766, "learning_rate": 2.0714285714285717e-06, "loss": 0.1367, "step": 17570 }, { "epoch": 89.6938775510204, "grad_norm": 1.1732423305511475, "learning_rate": 2.0612244897959184e-06, "loss": 0.1491, "step": 17580 }, { "epoch": 89.74489795918367, "grad_norm": 0.4454115331172943, "learning_rate": 2.0510204081632654e-06, "loss": 0.1806, "step": 17590 }, { "epoch": 89.79591836734694, "grad_norm": 3.885526657104492, "learning_rate": 2.0408163265306125e-06, "loss": 0.0694, "step": 17600 }, { "epoch": 89.84693877551021, "grad_norm": 6.656656265258789, "learning_rate": 2.030612244897959e-06, "loss": 0.2663, "step": 17610 }, { "epoch": 89.89795918367346, "grad_norm": 7.046533584594727, "learning_rate": 2.020408163265306e-06, "loss": 0.3706, "step": 17620 }, { "epoch": 89.94897959183673, "grad_norm": 1.4293006658554077, "learning_rate": 2.0102040816326533e-06, "loss": 0.1359, "step": 17630 }, { "epoch": 90.0, "grad_norm": 10.948988914489746, "learning_rate": 2.0000000000000003e-06, "loss": 0.0967, "step": 17640 }, { "epoch": 90.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.3456423580646515, "eval_runtime": 0.9381, "eval_samples_per_second": 295.278, "eval_steps_per_second": 37.309, "step": 17640 }, { "epoch": 90.05102040816327, "grad_norm": 0.12575684487819672, "learning_rate": 1.989795918367347e-06, "loss": 0.1386, "step": 17650 }, { "epoch": 90.10204081632654, "grad_norm": 1.654032588005066, "learning_rate": 1.979591836734694e-06, "loss": 0.3257, "step": 17660 }, { "epoch": 90.15306122448979, "grad_norm": 1.0453482866287231, "learning_rate": 1.969387755102041e-06, "loss": 0.2971, "step": 17670 }, { "epoch": 90.20408163265306, "grad_norm": 4.922945022583008, "learning_rate": 1.9591836734693877e-06, "loss": 0.302, "step": 17680 }, { "epoch": 90.25510204081633, "grad_norm": 1.6829240322113037, "learning_rate": 1.948979591836735e-06, "loss": 0.0836, "step": 17690 }, { "epoch": 90.3061224489796, "grad_norm": 13.822141647338867, "learning_rate": 1.938775510204082e-06, "loss": 0.1002, "step": 17700 }, { "epoch": 90.35714285714286, "grad_norm": 15.23730754852295, "learning_rate": 1.928571428571429e-06, "loss": 0.3489, "step": 17710 }, { "epoch": 90.40816326530613, "grad_norm": 1.2752635478973389, "learning_rate": 1.9183673469387756e-06, "loss": 0.0777, "step": 17720 }, { "epoch": 90.45918367346938, "grad_norm": 1.7229952812194824, "learning_rate": 1.9081632653061226e-06, "loss": 0.0637, "step": 17730 }, { "epoch": 90.51020408163265, "grad_norm": 4.0512542724609375, "learning_rate": 1.8979591836734695e-06, "loss": 0.3496, "step": 17740 }, { "epoch": 90.56122448979592, "grad_norm": 1.8018417358398438, "learning_rate": 1.8877551020408163e-06, "loss": 0.1146, "step": 17750 }, { "epoch": 90.61224489795919, "grad_norm": 1.9088629484176636, "learning_rate": 1.8775510204081634e-06, "loss": 0.1174, "step": 17760 }, { "epoch": 90.66326530612245, "grad_norm": 0.3909110426902771, "learning_rate": 1.8673469387755102e-06, "loss": 0.3986, "step": 17770 }, { "epoch": 90.71428571428571, "grad_norm": 16.561473846435547, "learning_rate": 1.8571428571428573e-06, "loss": 0.2499, "step": 17780 }, { "epoch": 90.76530612244898, "grad_norm": 0.9881889224052429, "learning_rate": 1.8469387755102042e-06, "loss": 0.2025, "step": 17790 }, { "epoch": 90.81632653061224, "grad_norm": 1.2124401330947876, "learning_rate": 1.8367346938775512e-06, "loss": 0.1655, "step": 17800 }, { "epoch": 90.86734693877551, "grad_norm": 0.8858227729797363, "learning_rate": 1.826530612244898e-06, "loss": 0.1717, "step": 17810 }, { "epoch": 90.91836734693878, "grad_norm": 8.273017883300781, "learning_rate": 1.8163265306122451e-06, "loss": 0.1776, "step": 17820 }, { "epoch": 90.96938775510205, "grad_norm": 16.358352661132812, "learning_rate": 1.806122448979592e-06, "loss": 0.177, "step": 17830 }, { "epoch": 91.0, "eval_accuracy": 0.8880866425992779, "eval_loss": 0.3798539340496063, "eval_runtime": 0.935, "eval_samples_per_second": 296.266, "eval_steps_per_second": 37.434, "step": 17836 }, { "epoch": 91.0204081632653, "grad_norm": 11.906256675720215, "learning_rate": 1.7959183673469388e-06, "loss": 0.1371, "step": 17840 }, { "epoch": 91.07142857142857, "grad_norm": 12.646199226379395, "learning_rate": 1.7857142857142859e-06, "loss": 0.133, "step": 17850 }, { "epoch": 91.12244897959184, "grad_norm": 3.5620455741882324, "learning_rate": 1.7755102040816327e-06, "loss": 0.2049, "step": 17860 }, { "epoch": 91.1734693877551, "grad_norm": 15.82820987701416, "learning_rate": 1.7653061224489798e-06, "loss": 0.1595, "step": 17870 }, { "epoch": 91.22448979591837, "grad_norm": 0.8638943433761597, "learning_rate": 1.7551020408163267e-06, "loss": 0.1957, "step": 17880 }, { "epoch": 91.27551020408163, "grad_norm": 6.596780776977539, "learning_rate": 1.7448979591836737e-06, "loss": 0.1857, "step": 17890 }, { "epoch": 91.3265306122449, "grad_norm": 19.93320083618164, "learning_rate": 1.7346938775510206e-06, "loss": 0.3028, "step": 17900 }, { "epoch": 91.37755102040816, "grad_norm": 1.593752145767212, "learning_rate": 1.7244897959183676e-06, "loss": 0.1536, "step": 17910 }, { "epoch": 91.42857142857143, "grad_norm": 6.460892200469971, "learning_rate": 1.7142857142857145e-06, "loss": 0.1282, "step": 17920 }, { "epoch": 91.4795918367347, "grad_norm": 0.6627766489982605, "learning_rate": 1.7040816326530613e-06, "loss": 0.3066, "step": 17930 }, { "epoch": 91.53061224489795, "grad_norm": 5.6217360496521, "learning_rate": 1.6938775510204084e-06, "loss": 0.1714, "step": 17940 }, { "epoch": 91.58163265306122, "grad_norm": 2.5595052242279053, "learning_rate": 1.6836734693877552e-06, "loss": 0.1745, "step": 17950 }, { "epoch": 91.63265306122449, "grad_norm": 6.671074867248535, "learning_rate": 1.6734693877551023e-06, "loss": 0.2174, "step": 17960 }, { "epoch": 91.68367346938776, "grad_norm": 8.686925888061523, "learning_rate": 1.6632653061224492e-06, "loss": 0.2493, "step": 17970 }, { "epoch": 91.73469387755102, "grad_norm": 0.4992872476577759, "learning_rate": 1.6530612244897962e-06, "loss": 0.0777, "step": 17980 }, { "epoch": 91.78571428571429, "grad_norm": 0.5224694609642029, "learning_rate": 1.642857142857143e-06, "loss": 0.1589, "step": 17990 }, { "epoch": 91.83673469387755, "grad_norm": 20.030405044555664, "learning_rate": 1.6326530612244897e-06, "loss": 0.5603, "step": 18000 }, { "epoch": 91.88775510204081, "grad_norm": 8.830347061157227, "learning_rate": 1.622448979591837e-06, "loss": 0.093, "step": 18010 }, { "epoch": 91.93877551020408, "grad_norm": 5.54904317855835, "learning_rate": 1.6122448979591836e-06, "loss": 0.1399, "step": 18020 }, { "epoch": 91.98979591836735, "grad_norm": 1.547883152961731, "learning_rate": 1.602040816326531e-06, "loss": 0.1917, "step": 18030 }, { "epoch": 92.0, "eval_accuracy": 0.9061371841155235, "eval_loss": 0.32391440868377686, "eval_runtime": 0.9963, "eval_samples_per_second": 278.038, "eval_steps_per_second": 35.131, "step": 18032 }, { "epoch": 92.04081632653062, "grad_norm": 0.934727132320404, "learning_rate": 1.5918367346938775e-06, "loss": 0.0907, "step": 18040 }, { "epoch": 92.09183673469387, "grad_norm": 20.481788635253906, "learning_rate": 1.5816326530612248e-06, "loss": 0.2082, "step": 18050 }, { "epoch": 92.14285714285714, "grad_norm": 0.2531684935092926, "learning_rate": 1.5714285714285714e-06, "loss": 0.1877, "step": 18060 }, { "epoch": 92.1938775510204, "grad_norm": 1.0499683618545532, "learning_rate": 1.5612244897959187e-06, "loss": 0.2461, "step": 18070 }, { "epoch": 92.24489795918367, "grad_norm": 7.276120185852051, "learning_rate": 1.5510204081632654e-06, "loss": 0.2614, "step": 18080 }, { "epoch": 92.29591836734694, "grad_norm": 11.999966621398926, "learning_rate": 1.5408163265306122e-06, "loss": 0.2402, "step": 18090 }, { "epoch": 92.34693877551021, "grad_norm": 7.187252998352051, "learning_rate": 1.5306122448979593e-06, "loss": 0.2077, "step": 18100 }, { "epoch": 92.39795918367346, "grad_norm": 7.240973472595215, "learning_rate": 1.5204081632653061e-06, "loss": 0.298, "step": 18110 }, { "epoch": 92.44897959183673, "grad_norm": 0.2603718936443329, "learning_rate": 1.5102040816326532e-06, "loss": 0.1392, "step": 18120 }, { "epoch": 92.5, "grad_norm": 0.6799657344818115, "learning_rate": 1.5e-06, "loss": 0.1727, "step": 18130 }, { "epoch": 92.55102040816327, "grad_norm": 6.5458574295043945, "learning_rate": 1.489795918367347e-06, "loss": 0.1966, "step": 18140 }, { "epoch": 92.60204081632654, "grad_norm": 13.007467269897461, "learning_rate": 1.479591836734694e-06, "loss": 0.2052, "step": 18150 }, { "epoch": 92.65306122448979, "grad_norm": 13.764470100402832, "learning_rate": 1.469387755102041e-06, "loss": 0.2512, "step": 18160 }, { "epoch": 92.70408163265306, "grad_norm": 0.7824844717979431, "learning_rate": 1.4591836734693879e-06, "loss": 0.0945, "step": 18170 }, { "epoch": 92.75510204081633, "grad_norm": 16.08002471923828, "learning_rate": 1.4489795918367347e-06, "loss": 0.3292, "step": 18180 }, { "epoch": 92.8061224489796, "grad_norm": 1.7446142435073853, "learning_rate": 1.4387755102040818e-06, "loss": 0.3982, "step": 18190 }, { "epoch": 92.85714285714286, "grad_norm": 0.45311930775642395, "learning_rate": 1.4285714285714286e-06, "loss": 0.2266, "step": 18200 }, { "epoch": 92.90816326530613, "grad_norm": 1.0091290473937988, "learning_rate": 1.4183673469387757e-06, "loss": 0.3635, "step": 18210 }, { "epoch": 92.95918367346938, "grad_norm": 9.684619903564453, "learning_rate": 1.4081632653061225e-06, "loss": 0.2082, "step": 18220 }, { "epoch": 93.0, "eval_accuracy": 0.8989169675090253, "eval_loss": 0.4861180782318115, "eval_runtime": 0.9336, "eval_samples_per_second": 296.71, "eval_steps_per_second": 37.49, "step": 18228 }, { "epoch": 93.01020408163265, "grad_norm": 7.2504401206970215, "learning_rate": 1.3979591836734696e-06, "loss": 0.4401, "step": 18230 }, { "epoch": 93.06122448979592, "grad_norm": 2.0435526371002197, "learning_rate": 1.3877551020408165e-06, "loss": 0.224, "step": 18240 }, { "epoch": 93.11224489795919, "grad_norm": 11.459671020507812, "learning_rate": 1.3775510204081633e-06, "loss": 0.258, "step": 18250 }, { "epoch": 93.16326530612245, "grad_norm": 7.774988651275635, "learning_rate": 1.3673469387755104e-06, "loss": 0.1181, "step": 18260 }, { "epoch": 93.21428571428571, "grad_norm": 11.726682662963867, "learning_rate": 1.3571428571428572e-06, "loss": 0.2191, "step": 18270 }, { "epoch": 93.26530612244898, "grad_norm": 10.793588638305664, "learning_rate": 1.3469387755102043e-06, "loss": 0.2481, "step": 18280 }, { "epoch": 93.31632653061224, "grad_norm": 6.10498571395874, "learning_rate": 1.3367346938775511e-06, "loss": 0.4219, "step": 18290 }, { "epoch": 93.36734693877551, "grad_norm": 2.345142126083374, "learning_rate": 1.3265306122448982e-06, "loss": 0.2457, "step": 18300 }, { "epoch": 93.41836734693878, "grad_norm": 10.917703628540039, "learning_rate": 1.316326530612245e-06, "loss": 0.2174, "step": 18310 }, { "epoch": 93.46938775510205, "grad_norm": 1.5860787630081177, "learning_rate": 1.3061224489795921e-06, "loss": 0.1963, "step": 18320 }, { "epoch": 93.5204081632653, "grad_norm": 0.7468981742858887, "learning_rate": 1.295918367346939e-06, "loss": 0.1721, "step": 18330 }, { "epoch": 93.57142857142857, "grad_norm": 5.929870128631592, "learning_rate": 1.2857142857142856e-06, "loss": 0.2093, "step": 18340 }, { "epoch": 93.62244897959184, "grad_norm": 7.6047821044921875, "learning_rate": 1.2755102040816329e-06, "loss": 0.1547, "step": 18350 }, { "epoch": 93.6734693877551, "grad_norm": 0.3163466155529022, "learning_rate": 1.2653061224489795e-06, "loss": 0.1218, "step": 18360 }, { "epoch": 93.72448979591837, "grad_norm": 1.5049079656600952, "learning_rate": 1.2551020408163268e-06, "loss": 0.1935, "step": 18370 }, { "epoch": 93.77551020408163, "grad_norm": 2.0531539916992188, "learning_rate": 1.2448979591836734e-06, "loss": 0.3614, "step": 18380 }, { "epoch": 93.8265306122449, "grad_norm": 2.066619634628296, "learning_rate": 1.2346938775510205e-06, "loss": 0.1524, "step": 18390 }, { "epoch": 93.87755102040816, "grad_norm": 0.1106644943356514, "learning_rate": 1.2244897959183673e-06, "loss": 0.1908, "step": 18400 }, { "epoch": 93.92857142857143, "grad_norm": 0.2896367609500885, "learning_rate": 1.2142857142857144e-06, "loss": 0.0657, "step": 18410 }, { "epoch": 93.9795918367347, "grad_norm": 22.562599182128906, "learning_rate": 1.2040816326530612e-06, "loss": 0.3836, "step": 18420 }, { "epoch": 94.0, "eval_accuracy": 0.8736462093862816, "eval_loss": 0.4443919062614441, "eval_runtime": 0.9771, "eval_samples_per_second": 283.506, "eval_steps_per_second": 35.822, "step": 18424 }, { "epoch": 94.03061224489795, "grad_norm": 4.277006149291992, "learning_rate": 1.1938775510204083e-06, "loss": 0.1953, "step": 18430 }, { "epoch": 94.08163265306122, "grad_norm": 5.866278648376465, "learning_rate": 1.1836734693877552e-06, "loss": 0.2129, "step": 18440 }, { "epoch": 94.13265306122449, "grad_norm": 13.665555000305176, "learning_rate": 1.1734693877551022e-06, "loss": 0.171, "step": 18450 }, { "epoch": 94.18367346938776, "grad_norm": 6.091044902801514, "learning_rate": 1.163265306122449e-06, "loss": 0.172, "step": 18460 }, { "epoch": 94.23469387755102, "grad_norm": 13.635805130004883, "learning_rate": 1.153061224489796e-06, "loss": 0.3361, "step": 18470 }, { "epoch": 94.28571428571429, "grad_norm": 1.790496826171875, "learning_rate": 1.142857142857143e-06, "loss": 0.0893, "step": 18480 }, { "epoch": 94.33673469387755, "grad_norm": 3.7977652549743652, "learning_rate": 1.1326530612244898e-06, "loss": 0.1547, "step": 18490 }, { "epoch": 94.38775510204081, "grad_norm": 7.650182247161865, "learning_rate": 1.122448979591837e-06, "loss": 0.2096, "step": 18500 }, { "epoch": 94.43877551020408, "grad_norm": 4.0888352394104, "learning_rate": 1.1122448979591838e-06, "loss": 0.1384, "step": 18510 }, { "epoch": 94.48979591836735, "grad_norm": 4.018925666809082, "learning_rate": 1.1020408163265308e-06, "loss": 0.1704, "step": 18520 }, { "epoch": 94.54081632653062, "grad_norm": 3.2753589153289795, "learning_rate": 1.0918367346938777e-06, "loss": 0.1741, "step": 18530 }, { "epoch": 94.59183673469387, "grad_norm": 18.035402297973633, "learning_rate": 1.0816326530612247e-06, "loss": 0.1346, "step": 18540 }, { "epoch": 94.64285714285714, "grad_norm": 6.348093032836914, "learning_rate": 1.0714285714285714e-06, "loss": 0.1886, "step": 18550 }, { "epoch": 94.6938775510204, "grad_norm": 6.390273571014404, "learning_rate": 1.0612244897959184e-06, "loss": 0.1955, "step": 18560 }, { "epoch": 94.74489795918367, "grad_norm": 0.4464976489543915, "learning_rate": 1.0510204081632653e-06, "loss": 0.2558, "step": 18570 }, { "epoch": 94.79591836734694, "grad_norm": 11.005455017089844, "learning_rate": 1.0408163265306123e-06, "loss": 0.2175, "step": 18580 }, { "epoch": 94.84693877551021, "grad_norm": 5.856806755065918, "learning_rate": 1.0306122448979592e-06, "loss": 0.2982, "step": 18590 }, { "epoch": 94.89795918367346, "grad_norm": 1.477173089981079, "learning_rate": 1.0204081632653063e-06, "loss": 0.2076, "step": 18600 }, { "epoch": 94.94897959183673, "grad_norm": 12.501953125, "learning_rate": 1.010204081632653e-06, "loss": 0.1872, "step": 18610 }, { "epoch": 95.0, "grad_norm": 1.0849741697311401, "learning_rate": 1.0000000000000002e-06, "loss": 0.1, "step": 18620 }, { "epoch": 95.0, "eval_accuracy": 0.8844765342960289, "eval_loss": 0.3712524473667145, "eval_runtime": 0.935, "eval_samples_per_second": 296.245, "eval_steps_per_second": 37.432, "step": 18620 }, { "epoch": 95.05102040816327, "grad_norm": 0.12624509632587433, "learning_rate": 9.89795918367347e-07, "loss": 0.0413, "step": 18630 }, { "epoch": 95.10204081632654, "grad_norm": 5.990360736846924, "learning_rate": 9.795918367346939e-07, "loss": 0.2007, "step": 18640 }, { "epoch": 95.15306122448979, "grad_norm": 10.36894416809082, "learning_rate": 9.69387755102041e-07, "loss": 0.1651, "step": 18650 }, { "epoch": 95.20408163265306, "grad_norm": 4.233863830566406, "learning_rate": 9.591836734693878e-07, "loss": 0.1365, "step": 18660 }, { "epoch": 95.25510204081633, "grad_norm": 2.113361358642578, "learning_rate": 9.489795918367347e-07, "loss": 0.2163, "step": 18670 }, { "epoch": 95.3061224489796, "grad_norm": 1.022985816001892, "learning_rate": 9.387755102040817e-07, "loss": 0.1879, "step": 18680 }, { "epoch": 95.35714285714286, "grad_norm": 2.9235568046569824, "learning_rate": 9.285714285714287e-07, "loss": 0.0615, "step": 18690 }, { "epoch": 95.40816326530613, "grad_norm": 3.9105029106140137, "learning_rate": 9.183673469387756e-07, "loss": 0.3205, "step": 18700 }, { "epoch": 95.45918367346938, "grad_norm": 7.213064670562744, "learning_rate": 9.081632653061226e-07, "loss": 0.3415, "step": 18710 }, { "epoch": 95.51020408163265, "grad_norm": 3.849168539047241, "learning_rate": 8.979591836734694e-07, "loss": 0.1077, "step": 18720 }, { "epoch": 95.56122448979592, "grad_norm": 0.49878036975860596, "learning_rate": 8.877551020408164e-07, "loss": 0.2587, "step": 18730 }, { "epoch": 95.61224489795919, "grad_norm": 18.13332748413086, "learning_rate": 8.775510204081633e-07, "loss": 0.3615, "step": 18740 }, { "epoch": 95.66326530612245, "grad_norm": 6.391093730926514, "learning_rate": 8.673469387755103e-07, "loss": 0.1355, "step": 18750 }, { "epoch": 95.71428571428571, "grad_norm": 15.012079238891602, "learning_rate": 8.571428571428572e-07, "loss": 0.1515, "step": 18760 }, { "epoch": 95.76530612244898, "grad_norm": 0.518864631652832, "learning_rate": 8.469387755102042e-07, "loss": 0.2164, "step": 18770 }, { "epoch": 95.81632653061224, "grad_norm": 21.811342239379883, "learning_rate": 8.367346938775512e-07, "loss": 0.3386, "step": 18780 }, { "epoch": 95.86734693877551, "grad_norm": 8.917824745178223, "learning_rate": 8.265306122448981e-07, "loss": 0.2287, "step": 18790 }, { "epoch": 95.91836734693878, "grad_norm": 2.237412214279175, "learning_rate": 8.163265306122449e-07, "loss": 0.0678, "step": 18800 }, { "epoch": 95.96938775510205, "grad_norm": 6.585892677307129, "learning_rate": 8.061224489795918e-07, "loss": 0.1785, "step": 18810 }, { "epoch": 96.0, "eval_accuracy": 0.8303249097472925, "eval_loss": 0.427941232919693, "eval_runtime": 0.9327, "eval_samples_per_second": 296.984, "eval_steps_per_second": 37.525, "step": 18816 }, { "epoch": 96.0204081632653, "grad_norm": 0.1639726758003235, "learning_rate": 7.959183673469388e-07, "loss": 0.1298, "step": 18820 }, { "epoch": 96.07142857142857, "grad_norm": 2.6104323863983154, "learning_rate": 7.857142857142857e-07, "loss": 0.0609, "step": 18830 }, { "epoch": 96.12244897959184, "grad_norm": 8.791910171508789, "learning_rate": 7.755102040816327e-07, "loss": 0.2782, "step": 18840 }, { "epoch": 96.1734693877551, "grad_norm": 0.7717019319534302, "learning_rate": 7.653061224489796e-07, "loss": 0.5283, "step": 18850 }, { "epoch": 96.22448979591837, "grad_norm": 0.5696031451225281, "learning_rate": 7.551020408163266e-07, "loss": 0.1675, "step": 18860 }, { "epoch": 96.27551020408163, "grad_norm": 3.209054708480835, "learning_rate": 7.448979591836736e-07, "loss": 0.2733, "step": 18870 }, { "epoch": 96.3265306122449, "grad_norm": 0.5075634121894836, "learning_rate": 7.346938775510205e-07, "loss": 0.0789, "step": 18880 }, { "epoch": 96.37755102040816, "grad_norm": 6.202861785888672, "learning_rate": 7.244897959183674e-07, "loss": 0.1033, "step": 18890 }, { "epoch": 96.42857142857143, "grad_norm": 0.5611489415168762, "learning_rate": 7.142857142857143e-07, "loss": 0.201, "step": 18900 }, { "epoch": 96.4795918367347, "grad_norm": 1.8156996965408325, "learning_rate": 7.040816326530613e-07, "loss": 0.15, "step": 18910 }, { "epoch": 96.53061224489795, "grad_norm": 8.122031211853027, "learning_rate": 6.938775510204082e-07, "loss": 0.0895, "step": 18920 }, { "epoch": 96.58163265306122, "grad_norm": 5.461958408355713, "learning_rate": 6.836734693877552e-07, "loss": 0.0865, "step": 18930 }, { "epoch": 96.63265306122449, "grad_norm": 2.365891456604004, "learning_rate": 6.734693877551021e-07, "loss": 0.2617, "step": 18940 }, { "epoch": 96.68367346938776, "grad_norm": 6.673534393310547, "learning_rate": 6.632653061224491e-07, "loss": 0.2343, "step": 18950 }, { "epoch": 96.73469387755102, "grad_norm": 8.938642501831055, "learning_rate": 6.530612244897961e-07, "loss": 0.2346, "step": 18960 }, { "epoch": 96.78571428571429, "grad_norm": 1.8851449489593506, "learning_rate": 6.428571428571428e-07, "loss": 0.186, "step": 18970 }, { "epoch": 96.83673469387755, "grad_norm": 4.962350368499756, "learning_rate": 6.326530612244898e-07, "loss": 0.2458, "step": 18980 }, { "epoch": 96.88775510204081, "grad_norm": 3.843569755554199, "learning_rate": 6.224489795918367e-07, "loss": 0.3118, "step": 18990 }, { "epoch": 96.93877551020408, "grad_norm": 0.8823779225349426, "learning_rate": 6.122448979591837e-07, "loss": 0.1672, "step": 19000 }, { "epoch": 96.98979591836735, "grad_norm": 0.39520347118377686, "learning_rate": 6.020408163265306e-07, "loss": 0.19, "step": 19010 }, { "epoch": 97.0, "eval_accuracy": 0.8411552346570397, "eval_loss": 0.6587985157966614, "eval_runtime": 0.9348, "eval_samples_per_second": 296.305, "eval_steps_per_second": 37.439, "step": 19012 }, { "epoch": 97.04081632653062, "grad_norm": 1.7464901208877563, "learning_rate": 5.918367346938776e-07, "loss": 0.1802, "step": 19020 }, { "epoch": 97.09183673469387, "grad_norm": 4.634471893310547, "learning_rate": 5.816326530612245e-07, "loss": 0.1461, "step": 19030 }, { "epoch": 97.14285714285714, "grad_norm": 0.36374080181121826, "learning_rate": 5.714285714285715e-07, "loss": 0.1334, "step": 19040 }, { "epoch": 97.1938775510204, "grad_norm": 2.8511147499084473, "learning_rate": 5.612244897959184e-07, "loss": 0.1569, "step": 19050 }, { "epoch": 97.24489795918367, "grad_norm": 2.9540822505950928, "learning_rate": 5.510204081632654e-07, "loss": 0.1175, "step": 19060 }, { "epoch": 97.29591836734694, "grad_norm": 0.20516809821128845, "learning_rate": 5.408163265306124e-07, "loss": 0.2094, "step": 19070 }, { "epoch": 97.34693877551021, "grad_norm": 7.4667816162109375, "learning_rate": 5.306122448979592e-07, "loss": 0.1318, "step": 19080 }, { "epoch": 97.39795918367346, "grad_norm": 0.7376777529716492, "learning_rate": 5.204081632653062e-07, "loss": 0.103, "step": 19090 }, { "epoch": 97.44897959183673, "grad_norm": 9.432369232177734, "learning_rate": 5.102040816326531e-07, "loss": 0.1561, "step": 19100 }, { "epoch": 97.5, "grad_norm": 15.827686309814453, "learning_rate": 5.000000000000001e-07, "loss": 0.3899, "step": 19110 }, { "epoch": 97.55102040816327, "grad_norm": 7.54927396774292, "learning_rate": 4.897959183673469e-07, "loss": 0.0907, "step": 19120 }, { "epoch": 97.60204081632654, "grad_norm": 14.595918655395508, "learning_rate": 4.795918367346939e-07, "loss": 0.5122, "step": 19130 }, { "epoch": 97.65306122448979, "grad_norm": 1.9597631692886353, "learning_rate": 4.6938775510204085e-07, "loss": 0.3503, "step": 19140 }, { "epoch": 97.70408163265306, "grad_norm": 19.388639450073242, "learning_rate": 4.591836734693878e-07, "loss": 0.3461, "step": 19150 }, { "epoch": 97.75510204081633, "grad_norm": 2.2139663696289062, "learning_rate": 4.489795918367347e-07, "loss": 0.1561, "step": 19160 }, { "epoch": 97.8061224489796, "grad_norm": 7.7265520095825195, "learning_rate": 4.3877551020408166e-07, "loss": 0.3166, "step": 19170 }, { "epoch": 97.85714285714286, "grad_norm": 2.6642425060272217, "learning_rate": 4.285714285714286e-07, "loss": 0.0529, "step": 19180 }, { "epoch": 97.90816326530613, "grad_norm": 5.023648262023926, "learning_rate": 4.183673469387756e-07, "loss": 0.2524, "step": 19190 }, { "epoch": 97.95918367346938, "grad_norm": 13.295014381408691, "learning_rate": 4.0816326530612243e-07, "loss": 0.099, "step": 19200 }, { "epoch": 98.0, "eval_accuracy": 0.8267148014440433, "eval_loss": 0.66323322057724, "eval_runtime": 0.9334, "eval_samples_per_second": 296.754, "eval_steps_per_second": 37.496, "step": 19208 }, { "epoch": 98.01020408163265, "grad_norm": 0.9346858263015747, "learning_rate": 3.979591836734694e-07, "loss": 0.1299, "step": 19210 }, { "epoch": 98.06122448979592, "grad_norm": 9.008681297302246, "learning_rate": 3.8775510204081634e-07, "loss": 0.3403, "step": 19220 }, { "epoch": 98.11224489795919, "grad_norm": 2.1377320289611816, "learning_rate": 3.775510204081633e-07, "loss": 0.1092, "step": 19230 }, { "epoch": 98.16326530612245, "grad_norm": 21.07135581970215, "learning_rate": 3.6734693877551025e-07, "loss": 0.1871, "step": 19240 }, { "epoch": 98.21428571428571, "grad_norm": 6.922109127044678, "learning_rate": 3.5714285714285716e-07, "loss": 0.1675, "step": 19250 }, { "epoch": 98.26530612244898, "grad_norm": 1.566651463508606, "learning_rate": 3.469387755102041e-07, "loss": 0.2421, "step": 19260 }, { "epoch": 98.31632653061224, "grad_norm": 9.104406356811523, "learning_rate": 3.3673469387755107e-07, "loss": 0.441, "step": 19270 }, { "epoch": 98.36734693877551, "grad_norm": 2.4959702491760254, "learning_rate": 3.2653061224489803e-07, "loss": 0.1556, "step": 19280 }, { "epoch": 98.41836734693878, "grad_norm": 12.012667655944824, "learning_rate": 3.163265306122449e-07, "loss": 0.1268, "step": 19290 }, { "epoch": 98.46938775510205, "grad_norm": 0.16600196063518524, "learning_rate": 3.0612244897959183e-07, "loss": 0.2915, "step": 19300 }, { "epoch": 98.5204081632653, "grad_norm": 5.219106197357178, "learning_rate": 2.959183673469388e-07, "loss": 0.2216, "step": 19310 }, { "epoch": 98.57142857142857, "grad_norm": 0.5317900776863098, "learning_rate": 2.8571428571428575e-07, "loss": 0.0964, "step": 19320 }, { "epoch": 98.62244897959184, "grad_norm": 2.0076568126678467, "learning_rate": 2.755102040816327e-07, "loss": 0.112, "step": 19330 }, { "epoch": 98.6734693877551, "grad_norm": 8.94671630859375, "learning_rate": 2.653061224489796e-07, "loss": 0.2102, "step": 19340 }, { "epoch": 98.72448979591837, "grad_norm": 1.0493749380111694, "learning_rate": 2.5510204081632656e-07, "loss": 0.1934, "step": 19350 }, { "epoch": 98.77551020408163, "grad_norm": 0.16692312061786652, "learning_rate": 2.4489795918367347e-07, "loss": 0.1121, "step": 19360 }, { "epoch": 98.8265306122449, "grad_norm": 14.747842788696289, "learning_rate": 2.3469387755102042e-07, "loss": 0.1758, "step": 19370 }, { "epoch": 98.87755102040816, "grad_norm": 13.387628555297852, "learning_rate": 2.2448979591836735e-07, "loss": 0.2225, "step": 19380 }, { "epoch": 98.92857142857143, "grad_norm": 0.7674017548561096, "learning_rate": 2.142857142857143e-07, "loss": 0.2042, "step": 19390 }, { "epoch": 98.9795918367347, "grad_norm": 6.51180362701416, "learning_rate": 2.0408163265306121e-07, "loss": 0.1467, "step": 19400 }, { "epoch": 99.0, "eval_accuracy": 0.8808664259927798, "eval_loss": 0.4641692638397217, "eval_runtime": 0.9294, "eval_samples_per_second": 298.047, "eval_steps_per_second": 37.659, "step": 19404 }, { "epoch": 99.03061224489795, "grad_norm": 9.76559066772461, "learning_rate": 1.9387755102040817e-07, "loss": 0.2495, "step": 19410 }, { "epoch": 99.08163265306122, "grad_norm": 1.884592056274414, "learning_rate": 1.8367346938775513e-07, "loss": 0.2225, "step": 19420 }, { "epoch": 99.13265306122449, "grad_norm": 6.432409763336182, "learning_rate": 1.7346938775510206e-07, "loss": 0.2526, "step": 19430 }, { "epoch": 99.18367346938776, "grad_norm": 4.175636291503906, "learning_rate": 1.6326530612244901e-07, "loss": 0.6109, "step": 19440 }, { "epoch": 99.23469387755102, "grad_norm": 15.096162796020508, "learning_rate": 1.5306122448979592e-07, "loss": 0.276, "step": 19450 }, { "epoch": 99.28571428571429, "grad_norm": 7.944954872131348, "learning_rate": 1.4285714285714287e-07, "loss": 0.0812, "step": 19460 }, { "epoch": 99.33673469387755, "grad_norm": 3.630222797393799, "learning_rate": 1.326530612244898e-07, "loss": 0.2417, "step": 19470 }, { "epoch": 99.38775510204081, "grad_norm": 1.4471020698547363, "learning_rate": 1.2244897959183673e-07, "loss": 0.1571, "step": 19480 }, { "epoch": 99.43877551020408, "grad_norm": 1.2315754890441895, "learning_rate": 1.1224489795918368e-07, "loss": 0.199, "step": 19490 }, { "epoch": 99.48979591836735, "grad_norm": 3.3233890533447266, "learning_rate": 1.0204081632653061e-07, "loss": 0.2458, "step": 19500 }, { "epoch": 99.54081632653062, "grad_norm": 2.3438429832458496, "learning_rate": 9.183673469387756e-08, "loss": 0.0734, "step": 19510 }, { "epoch": 99.59183673469387, "grad_norm": 4.115237712860107, "learning_rate": 8.163265306122451e-08, "loss": 0.1425, "step": 19520 }, { "epoch": 99.64285714285714, "grad_norm": 16.608760833740234, "learning_rate": 7.142857142857144e-08, "loss": 0.1921, "step": 19530 }, { "epoch": 99.6938775510204, "grad_norm": 6.704372406005859, "learning_rate": 6.122448979591837e-08, "loss": 0.1868, "step": 19540 }, { "epoch": 99.74489795918367, "grad_norm": 6.689555644989014, "learning_rate": 5.1020408163265303e-08, "loss": 0.0779, "step": 19550 }, { "epoch": 99.79591836734694, "grad_norm": 1.298974871635437, "learning_rate": 4.0816326530612253e-08, "loss": 0.148, "step": 19560 }, { "epoch": 99.84693877551021, "grad_norm": 4.185670375823975, "learning_rate": 3.0612244897959183e-08, "loss": 0.2843, "step": 19570 }, { "epoch": 99.89795918367346, "grad_norm": 2.600241184234619, "learning_rate": 2.0408163265306127e-08, "loss": 0.1492, "step": 19580 }, { "epoch": 99.94897959183673, "grad_norm": 14.082707405090332, "learning_rate": 1.0204081632653063e-08, "loss": 0.1229, "step": 19590 }, { "epoch": 100.0, "grad_norm": 0.1434904783964157, "learning_rate": 0.0, "loss": 0.2617, "step": 19600 }, { "epoch": 100.0, "eval_accuracy": 0.8808664259927798, "eval_loss": 0.3624129593372345, "eval_runtime": 1.0133, "eval_samples_per_second": 273.363, "eval_steps_per_second": 34.54, "step": 19600 }, { "epoch": 100.0, "step": 19600, "total_flos": 5.678990728814592e+17, "train_loss": 0.30055975163317455, "train_runtime": 951.6633, "train_samples_per_second": 164.554, "train_steps_per_second": 20.596 } ], "logging_steps": 10, "max_steps": 19600, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.678990728814592e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }