{ "best_metric": 0.8027736067307576, "best_model_checkpoint": "output/lkt/modernbert_encoder_sp_seq_512_dbe22kt_fold1/checkpoint-897", "epoch": 99.95412844036697, "eval_steps": 500, "global_step": 1300, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9541284403669725, "eval_accuracy": 0.7612439222042139, "eval_auc": 0.6263869940785942, "eval_loss": 0.5359492301940918, "eval_runtime": 24.222, "eval_samples_per_second": 294.401, "eval_steps_per_second": 0.578, "step": 13 }, { "epoch": 1.9541284403669725, "eval_accuracy": 0.7608961303462322, "eval_auc": 0.6805689261329649, "eval_loss": 0.5154803395271301, "eval_runtime": 23.8301, "eval_samples_per_second": 299.243, "eval_steps_per_second": 0.587, "step": 26 }, { "epoch": 2.9541284403669725, "eval_accuracy": 0.7647704590818363, "eval_auc": 0.6926582898172324, "eval_loss": 0.5050814747810364, "eval_runtime": 23.8851, "eval_samples_per_second": 298.555, "eval_steps_per_second": 0.586, "step": 39 }, { "epoch": 3.9541284403669725, "eval_accuracy": 0.7631365388516941, "eval_auc": 0.7069464692768923, "eval_loss": 0.5040715336799622, "eval_runtime": 24.3949, "eval_samples_per_second": 292.316, "eval_steps_per_second": 0.574, "step": 52 }, { "epoch": 4.954128440366972, "eval_accuracy": 0.7600481106545054, "eval_auc": 0.7052244537564448, "eval_loss": 0.5061429738998413, "eval_runtime": 23.9192, "eval_samples_per_second": 298.129, "eval_steps_per_second": 0.585, "step": 65 }, { "epoch": 5.954128440366972, "eval_accuracy": 0.7685858585858586, "eval_auc": 0.713198188563898, "eval_loss": 0.49835699796676636, "eval_runtime": 24.0046, "eval_samples_per_second": 297.068, "eval_steps_per_second": 0.583, "step": 78 }, { "epoch": 6.954128440366972, "eval_accuracy": 0.7721506242448651, "eval_auc": 0.7266773085950287, "eval_loss": 0.4990500807762146, "eval_runtime": 24.4077, "eval_samples_per_second": 292.162, "eval_steps_per_second": 0.574, "step": 91 }, { "epoch": 7.954128440366972, "eval_accuracy": 0.7750199362041468, "eval_auc": 0.7316810475240432, "eval_loss": 0.48746493458747864, "eval_runtime": 24.1977, "eval_samples_per_second": 294.697, "eval_steps_per_second": 0.579, "step": 104 }, { "epoch": 8.954128440366972, "eval_accuracy": 0.7720537046245649, "eval_auc": 0.7283998650745462, "eval_loss": 0.4916747808456421, "eval_runtime": 23.9101, "eval_samples_per_second": 298.243, "eval_steps_per_second": 0.586, "step": 117 }, { "epoch": 9.954128440366972, "eval_accuracy": 0.7759106460052324, "eval_auc": 0.7541355658080577, "eval_loss": 0.4761102497577667, "eval_runtime": 24.6359, "eval_samples_per_second": 289.456, "eval_steps_per_second": 0.568, "step": 130 }, { "epoch": 10.954128440366972, "eval_accuracy": 0.7725653810929073, "eval_auc": 0.7361508783156657, "eval_loss": 0.48750531673431396, "eval_runtime": 23.936, "eval_samples_per_second": 297.919, "eval_steps_per_second": 0.585, "step": 143 }, { "epoch": 11.954128440366972, "eval_accuracy": 0.7812088690898046, "eval_auc": 0.757025616513858, "eval_loss": 0.46737512946128845, "eval_runtime": 23.9188, "eval_samples_per_second": 298.133, "eval_steps_per_second": 0.585, "step": 156 }, { "epoch": 12.954128440366972, "eval_accuracy": 0.7801418439716312, "eval_auc": 0.7636035859194265, "eval_loss": 0.46710529923439026, "eval_runtime": 24.1204, "eval_samples_per_second": 295.642, "eval_steps_per_second": 0.58, "step": 169 }, { "epoch": 13.954128440366972, "eval_accuracy": 0.7911755817467513, "eval_auc": 0.7605637262324151, "eval_loss": 0.4646630883216858, "eval_runtime": 24.0934, "eval_samples_per_second": 295.973, "eval_steps_per_second": 0.581, "step": 182 }, { "epoch": 14.954128440366972, "eval_accuracy": 0.78419452887538, "eval_auc": 0.76543840833061, "eval_loss": 0.4624433219432831, "eval_runtime": 23.9379, "eval_samples_per_second": 297.895, "eval_steps_per_second": 0.585, "step": 195 }, { "epoch": 15.954128440366972, "eval_accuracy": 0.7779117676615416, "eval_auc": 0.7726621182894828, "eval_loss": 0.46243754029273987, "eval_runtime": 24.1041, "eval_samples_per_second": 295.841, "eval_steps_per_second": 0.581, "step": 208 }, { "epoch": 16.954128440366972, "eval_accuracy": 0.780318988865483, "eval_auc": 0.7794036694221782, "eval_loss": 0.4586488604545593, "eval_runtime": 24.3974, "eval_samples_per_second": 292.286, "eval_steps_per_second": 0.574, "step": 221 }, { "epoch": 17.954128440366972, "eval_accuracy": 0.7900312783775603, "eval_auc": 0.7813945702802405, "eval_loss": 0.4504438638687134, "eval_runtime": 23.8058, "eval_samples_per_second": 299.549, "eval_steps_per_second": 0.588, "step": 234 }, { "epoch": 18.954128440366972, "eval_accuracy": 0.7819755600814664, "eval_auc": 0.7770200934162776, "eval_loss": 0.45892322063446045, "eval_runtime": 23.9104, "eval_samples_per_second": 298.238, "eval_steps_per_second": 0.586, "step": 247 }, { "epoch": 19.954128440366972, "eval_accuracy": 0.7850382601691502, "eval_auc": 0.7810741803512449, "eval_loss": 0.45509612560272217, "eval_runtime": 24.4052, "eval_samples_per_second": 292.192, "eval_steps_per_second": 0.574, "step": 260 }, { "epoch": 20.954128440366972, "eval_accuracy": 0.7789484451718495, "eval_auc": 0.7804047462858036, "eval_loss": 0.45778608322143555, "eval_runtime": 23.8698, "eval_samples_per_second": 298.745, "eval_steps_per_second": 0.587, "step": 273 }, { "epoch": 21.954128440366972, "eval_accuracy": 0.7887394120577977, "eval_auc": 0.780386018978964, "eval_loss": 0.45176443457603455, "eval_runtime": 23.7876, "eval_samples_per_second": 299.778, "eval_steps_per_second": 0.589, "step": 286 }, { "epoch": 22.954128440366972, "eval_accuracy": 0.7854046971071464, "eval_auc": 0.7812001341480463, "eval_loss": 0.45504942536354065, "eval_runtime": 24.4431, "eval_samples_per_second": 291.738, "eval_steps_per_second": 0.573, "step": 299 }, { "epoch": 23.954128440366972, "eval_accuracy": 0.7925340272217775, "eval_auc": 0.7901265335673376, "eval_loss": 0.44133177399635315, "eval_runtime": 24.3037, "eval_samples_per_second": 293.412, "eval_steps_per_second": 0.576, "step": 312 }, { "epoch": 24.954128440366972, "eval_accuracy": 0.7735735735735736, "eval_auc": 0.7745596840406397, "eval_loss": 0.4730156660079956, "eval_runtime": 24.0999, "eval_samples_per_second": 295.893, "eval_steps_per_second": 0.581, "step": 325 }, { "epoch": 25.954128440366972, "eval_accuracy": 0.7887918047604701, "eval_auc": 0.7888444372493045, "eval_loss": 0.44249051809310913, "eval_runtime": 24.4233, "eval_samples_per_second": 291.976, "eval_steps_per_second": 0.573, "step": 338 }, { "epoch": 26.954128440366972, "eval_accuracy": 0.784020721259215, "eval_auc": 0.7896735746802584, "eval_loss": 0.44910764694213867, "eval_runtime": 24.2299, "eval_samples_per_second": 294.305, "eval_steps_per_second": 0.578, "step": 351 }, { "epoch": 27.954128440366972, "eval_accuracy": 0.7827638959714431, "eval_auc": 0.7839874258974837, "eval_loss": 0.4504935145378113, "eval_runtime": 24.276, "eval_samples_per_second": 293.747, "eval_steps_per_second": 0.577, "step": 364 }, { "epoch": 28.954128440366972, "eval_accuracy": 0.7843564356435644, "eval_auc": 0.7905991476901642, "eval_loss": 0.4474775493144989, "eval_runtime": 24.307, "eval_samples_per_second": 293.372, "eval_steps_per_second": 0.576, "step": 377 }, { "epoch": 29.954128440366972, "eval_accuracy": 0.7849688942404174, "eval_auc": 0.7859814704491702, "eval_loss": 0.45472362637519836, "eval_runtime": 24.0073, "eval_samples_per_second": 297.035, "eval_steps_per_second": 0.583, "step": 390 }, { "epoch": 30.954128440366972, "eval_accuracy": 0.7842041065257166, "eval_auc": 0.7954812250041188, "eval_loss": 0.447875440120697, "eval_runtime": 23.8021, "eval_samples_per_second": 299.596, "eval_steps_per_second": 0.588, "step": 403 }, { "epoch": 31.954128440366972, "eval_accuracy": 0.7841311608136828, "eval_auc": 0.7832892240881657, "eval_loss": 0.45489832758903503, "eval_runtime": 24.2963, "eval_samples_per_second": 293.501, "eval_steps_per_second": 0.576, "step": 416 }, { "epoch": 32.95412844036697, "eval_accuracy": 0.7868836194066872, "eval_auc": 0.7812827227121779, "eval_loss": 0.4509187936782837, "eval_runtime": 24.3047, "eval_samples_per_second": 293.4, "eval_steps_per_second": 0.576, "step": 429 }, { "epoch": 33.95412844036697, "eval_accuracy": 0.7900580116023205, "eval_auc": 0.7855234610210935, "eval_loss": 0.44787564873695374, "eval_runtime": 23.9873, "eval_samples_per_second": 297.283, "eval_steps_per_second": 0.584, "step": 442 }, { "epoch": 34.95412844036697, "eval_accuracy": 0.7849290425744553, "eval_auc": 0.7889240438143404, "eval_loss": 0.45262375473976135, "eval_runtime": 24.221, "eval_samples_per_second": 294.414, "eval_steps_per_second": 0.578, "step": 455 }, { "epoch": 35.95412844036697, "eval_accuracy": 0.7894156560088202, "eval_auc": 0.7916970903687912, "eval_loss": 0.44163158535957336, "eval_runtime": 24.4476, "eval_samples_per_second": 291.685, "eval_steps_per_second": 0.573, "step": 468 }, { "epoch": 36.95412844036697, "eval_accuracy": 0.7836392979624773, "eval_auc": 0.7992917966860159, "eval_loss": 0.44680672883987427, "eval_runtime": 24.4095, "eval_samples_per_second": 292.14, "eval_steps_per_second": 0.574, "step": 481 }, { "epoch": 37.95412844036697, "eval_accuracy": 0.7909495849362219, "eval_auc": 0.7974067240903762, "eval_loss": 0.4426397979259491, "eval_runtime": 23.9978, "eval_samples_per_second": 297.152, "eval_steps_per_second": 0.583, "step": 494 }, { "epoch": 38.440366972477065, "grad_norm": 1.002821683883667, "learning_rate": 3.0769230769230774e-05, "loss": 0.4755, "step": 500 }, { "epoch": 38.95412844036697, "eval_accuracy": 0.7898887765419615, "eval_auc": 0.7882775119617225, "eval_loss": 0.44762372970581055, "eval_runtime": 23.8603, "eval_samples_per_second": 298.864, "eval_steps_per_second": 0.587, "step": 507 }, { "epoch": 39.95412844036697, "eval_accuracy": 0.7872892347600519, "eval_auc": 0.791269759629724, "eval_loss": 0.4478067457675934, "eval_runtime": 24.2863, "eval_samples_per_second": 293.622, "eval_steps_per_second": 0.576, "step": 520 }, { "epoch": 40.95412844036697, "eval_accuracy": 0.7922130320758524, "eval_auc": 0.8009058098148624, "eval_loss": 0.44278067350387573, "eval_runtime": 24.4132, "eval_samples_per_second": 292.096, "eval_steps_per_second": 0.573, "step": 533 }, { "epoch": 41.95412844036697, "eval_accuracy": 0.7831411368506991, "eval_auc": 0.7894327028153622, "eval_loss": 0.4527985453605652, "eval_runtime": 24.1339, "eval_samples_per_second": 295.477, "eval_steps_per_second": 0.58, "step": 546 }, { "epoch": 42.95412844036697, "eval_accuracy": 0.7813440320962889, "eval_auc": 0.7880250985279423, "eval_loss": 0.4538692235946655, "eval_runtime": 23.7848, "eval_samples_per_second": 299.813, "eval_steps_per_second": 0.589, "step": 559 }, { "epoch": 43.95412844036697, "eval_accuracy": 0.7960440004036734, "eval_auc": 0.799118509434139, "eval_loss": 0.4356195628643036, "eval_runtime": 24.4339, "eval_samples_per_second": 291.848, "eval_steps_per_second": 0.573, "step": 572 }, { "epoch": 44.95412844036697, "eval_accuracy": 0.7865157382583656, "eval_auc": 0.789446163308231, "eval_loss": 0.4517964720726013, "eval_runtime": 24.3482, "eval_samples_per_second": 292.876, "eval_steps_per_second": 0.575, "step": 585 }, { "epoch": 45.95412844036697, "eval_accuracy": 0.787095461021779, "eval_auc": 0.7943862055232318, "eval_loss": 0.4479283094406128, "eval_runtime": 24.4243, "eval_samples_per_second": 291.963, "eval_steps_per_second": 0.573, "step": 598 }, { "epoch": 46.95412844036697, "eval_accuracy": 0.7864346450464702, "eval_auc": 0.7845568687433457, "eval_loss": 0.4549678862094879, "eval_runtime": 24.2304, "eval_samples_per_second": 294.3, "eval_steps_per_second": 0.578, "step": 611 }, { "epoch": 47.95412844036697, "eval_accuracy": 0.7941623593797507, "eval_auc": 0.7930050787072374, "eval_loss": 0.43950825929641724, "eval_runtime": 24.2407, "eval_samples_per_second": 294.174, "eval_steps_per_second": 0.578, "step": 624 }, { "epoch": 48.95412844036697, "eval_accuracy": 0.7885268838696782, "eval_auc": 0.7953746080753367, "eval_loss": 0.44444531202316284, "eval_runtime": 23.9993, "eval_samples_per_second": 297.133, "eval_steps_per_second": 0.583, "step": 637 }, { "epoch": 49.95412844036697, "eval_accuracy": 0.7863469001890735, "eval_auc": 0.7925621265320949, "eval_loss": 0.4490419626235962, "eval_runtime": 24.2487, "eval_samples_per_second": 294.077, "eval_steps_per_second": 0.577, "step": 650 }, { "epoch": 50.95412844036697, "eval_accuracy": 0.7846914078257362, "eval_auc": 0.7964358971555406, "eval_loss": 0.4475841522216797, "eval_runtime": 24.049, "eval_samples_per_second": 296.519, "eval_steps_per_second": 0.582, "step": 663 }, { "epoch": 51.95412844036697, "eval_accuracy": 0.7863988580750407, "eval_auc": 0.7898595710828221, "eval_loss": 0.4488837420940399, "eval_runtime": 24.4439, "eval_samples_per_second": 291.729, "eval_steps_per_second": 0.573, "step": 676 }, { "epoch": 52.95412844036697, "eval_accuracy": 0.7921473385954261, "eval_auc": 0.7985072677489164, "eval_loss": 0.43642422556877136, "eval_runtime": 24.6146, "eval_samples_per_second": 289.706, "eval_steps_per_second": 0.569, "step": 689 }, { "epoch": 53.95412844036697, "eval_accuracy": 0.7886333969274023, "eval_auc": 0.7925408706274267, "eval_loss": 0.4471825063228607, "eval_runtime": 24.1543, "eval_samples_per_second": 295.227, "eval_steps_per_second": 0.58, "step": 702 }, { "epoch": 54.95412844036697, "eval_accuracy": 0.7861138861138861, "eval_auc": 0.7987372273161608, "eval_loss": 0.4438524544239044, "eval_runtime": 24.8223, "eval_samples_per_second": 287.282, "eval_steps_per_second": 0.564, "step": 715 }, { "epoch": 55.95412844036697, "eval_accuracy": 0.7841011743450768, "eval_auc": 0.7962953941613911, "eval_loss": 0.4440402686595917, "eval_runtime": 23.9035, "eval_samples_per_second": 298.325, "eval_steps_per_second": 0.586, "step": 728 }, { "epoch": 56.95412844036697, "eval_accuracy": 0.786024437039281, "eval_auc": 0.795034373057149, "eval_loss": 0.444305419921875, "eval_runtime": 23.9982, "eval_samples_per_second": 297.148, "eval_steps_per_second": 0.583, "step": 741 }, { "epoch": 57.95412844036697, "eval_accuracy": 0.7822049131216298, "eval_auc": 0.7826510391938843, "eval_loss": 0.4527900218963623, "eval_runtime": 23.9901, "eval_samples_per_second": 297.248, "eval_steps_per_second": 0.584, "step": 754 }, { "epoch": 58.95412844036697, "eval_accuracy": 0.7868421052631579, "eval_auc": 0.7935318977325667, "eval_loss": 0.4486468434333801, "eval_runtime": 23.947, "eval_samples_per_second": 297.783, "eval_steps_per_second": 0.585, "step": 767 }, { "epoch": 59.95412844036697, "eval_accuracy": 0.793335340760815, "eval_auc": 0.7987113685155424, "eval_loss": 0.4416457712650299, "eval_runtime": 24.2268, "eval_samples_per_second": 294.343, "eval_steps_per_second": 0.578, "step": 780 }, { "epoch": 60.95412844036697, "eval_accuracy": 0.7867632062002855, "eval_auc": 0.7857254939136911, "eval_loss": 0.4514537751674652, "eval_runtime": 24.311, "eval_samples_per_second": 293.324, "eval_steps_per_second": 0.576, "step": 793 }, { "epoch": 61.95412844036697, "eval_accuracy": 0.7832146796350146, "eval_auc": 0.7950222026795214, "eval_loss": 0.4474349021911621, "eval_runtime": 23.941, "eval_samples_per_second": 297.857, "eval_steps_per_second": 0.585, "step": 806 }, { "epoch": 62.95412844036697, "eval_accuracy": 0.7936058276001619, "eval_auc": 0.7962364771465753, "eval_loss": 0.439657598733902, "eval_runtime": 24.1223, "eval_samples_per_second": 295.619, "eval_steps_per_second": 0.58, "step": 819 }, { "epoch": 63.95412844036697, "eval_accuracy": 0.7876088276979145, "eval_auc": 0.8012497492645092, "eval_loss": 0.44104859232902527, "eval_runtime": 24.2052, "eval_samples_per_second": 294.606, "eval_steps_per_second": 0.578, "step": 832 }, { "epoch": 64.95412844036697, "eval_accuracy": 0.7908008876336494, "eval_auc": 0.785335117642177, "eval_loss": 0.44903603196144104, "eval_runtime": 24.1972, "eval_samples_per_second": 294.703, "eval_steps_per_second": 0.579, "step": 845 }, { "epoch": 65.95412844036697, "eval_accuracy": 0.7875435974090682, "eval_auc": 0.7987988510212995, "eval_loss": 0.44415557384490967, "eval_runtime": 24.0936, "eval_samples_per_second": 295.97, "eval_steps_per_second": 0.581, "step": 858 }, { "epoch": 66.95412844036697, "eval_accuracy": 0.7977673676866341, "eval_auc": 0.800740720324983, "eval_loss": 0.43288731575012207, "eval_runtime": 24.3691, "eval_samples_per_second": 292.625, "eval_steps_per_second": 0.574, "step": 871 }, { "epoch": 67.95412844036697, "eval_accuracy": 0.7978230195525096, "eval_auc": 0.8010741524054941, "eval_loss": 0.43297886848449707, "eval_runtime": 24.1068, "eval_samples_per_second": 295.809, "eval_steps_per_second": 0.581, "step": 884 }, { "epoch": 68.95412844036697, "eval_accuracy": 0.7918099089989888, "eval_auc": 0.8027736067307576, "eval_loss": 0.43526721000671387, "eval_runtime": 24.0076, "eval_samples_per_second": 297.031, "eval_steps_per_second": 0.583, "step": 897 }, { "epoch": 69.95412844036697, "eval_accuracy": 0.7829581993569131, "eval_auc": 0.7940302631405307, "eval_loss": 0.44734540581703186, "eval_runtime": 24.4746, "eval_samples_per_second": 291.364, "eval_steps_per_second": 0.572, "step": 910 }, { "epoch": 70.95412844036697, "eval_accuracy": 0.7902217741935483, "eval_auc": 0.7999625743000021, "eval_loss": 0.44202831387519836, "eval_runtime": 24.2275, "eval_samples_per_second": 294.335, "eval_steps_per_second": 0.578, "step": 923 }, { "epoch": 71.95412844036697, "eval_accuracy": 0.7865584935897436, "eval_auc": 0.7940146005597071, "eval_loss": 0.4496200382709503, "eval_runtime": 24.0966, "eval_samples_per_second": 295.933, "eval_steps_per_second": 0.581, "step": 936 }, { "epoch": 72.95412844036697, "eval_accuracy": 0.7875457875457875, "eval_auc": 0.7862099245148244, "eval_loss": 0.4513759911060333, "eval_runtime": 24.2321, "eval_samples_per_second": 294.279, "eval_steps_per_second": 0.578, "step": 949 }, { "epoch": 73.95412844036697, "eval_accuracy": 0.794164828554241, "eval_auc": 0.7976924065782959, "eval_loss": 0.4405214488506317, "eval_runtime": 23.7872, "eval_samples_per_second": 299.783, "eval_steps_per_second": 0.589, "step": 962 }, { "epoch": 74.95412844036697, "eval_accuracy": 0.7901970692268823, "eval_auc": 0.7945157792160842, "eval_loss": 0.44624146819114685, "eval_runtime": 24.1293, "eval_samples_per_second": 295.533, "eval_steps_per_second": 0.58, "step": 975 }, { "epoch": 75.95412844036697, "eval_accuracy": 0.7905500705218618, "eval_auc": 0.7876718205054147, "eval_loss": 0.45358219742774963, "eval_runtime": 24.4145, "eval_samples_per_second": 292.081, "eval_steps_per_second": 0.573, "step": 988 }, { "epoch": 76.88073394495413, "grad_norm": 0.8955435156822205, "learning_rate": 1.153846153846154e-05, "loss": 0.4358, "step": 1000 }, { "epoch": 76.95412844036697, "eval_accuracy": 0.7894257064721969, "eval_auc": 0.7896373473143561, "eval_loss": 0.4448423981666565, "eval_runtime": 24.0072, "eval_samples_per_second": 297.035, "eval_steps_per_second": 0.583, "step": 1001 }, { "epoch": 77.95412844036697, "eval_accuracy": 0.7893145161290323, "eval_auc": 0.7864939422389441, "eval_loss": 0.45073097944259644, "eval_runtime": 23.7941, "eval_samples_per_second": 299.697, "eval_steps_per_second": 0.588, "step": 1014 }, { "epoch": 78.95412844036697, "eval_accuracy": 0.7962379257752923, "eval_auc": 0.7918161754013165, "eval_loss": 0.4399310052394867, "eval_runtime": 24.2939, "eval_samples_per_second": 293.53, "eval_steps_per_second": 0.576, "step": 1027 }, { "epoch": 79.95412844036697, "eval_accuracy": 0.7884829470701346, "eval_auc": 0.7901080659000952, "eval_loss": 0.4501592218875885, "eval_runtime": 24.0056, "eval_samples_per_second": 297.056, "eval_steps_per_second": 0.583, "step": 1040 }, { "epoch": 80.95412844036697, "eval_accuracy": 0.7908516400842612, "eval_auc": 0.7959346232003612, "eval_loss": 0.44197148084640503, "eval_runtime": 23.9412, "eval_samples_per_second": 297.855, "eval_steps_per_second": 0.585, "step": 1053 }, { "epoch": 81.95412844036697, "eval_accuracy": 0.7878486055776892, "eval_auc": 0.7931467719867429, "eval_loss": 0.4477086365222931, "eval_runtime": 24.1009, "eval_samples_per_second": 295.881, "eval_steps_per_second": 0.581, "step": 1066 }, { "epoch": 82.95412844036697, "eval_accuracy": 0.7940376674388155, "eval_auc": 0.790579079168006, "eval_loss": 0.4419856369495392, "eval_runtime": 24.2994, "eval_samples_per_second": 293.464, "eval_steps_per_second": 0.576, "step": 1079 }, { "epoch": 83.95412844036697, "eval_accuracy": 0.7880821231847772, "eval_auc": 0.7987009860360421, "eval_loss": 0.4418630003929138, "eval_runtime": 23.5993, "eval_samples_per_second": 302.17, "eval_steps_per_second": 0.593, "step": 1092 }, { "epoch": 84.95412844036697, "eval_accuracy": 0.7891231964483907, "eval_auc": 0.7924514656787258, "eval_loss": 0.4451931416988373, "eval_runtime": 24.1666, "eval_samples_per_second": 295.077, "eval_steps_per_second": 0.579, "step": 1105 }, { "epoch": 85.95412844036697, "eval_accuracy": 0.7894895801872546, "eval_auc": 0.7910921452367172, "eval_loss": 0.44419893622398376, "eval_runtime": 23.1812, "eval_samples_per_second": 307.619, "eval_steps_per_second": 0.604, "step": 1118 }, { "epoch": 86.95412844036697, "eval_accuracy": 0.7885765550239234, "eval_auc": 0.7892633746778539, "eval_loss": 0.450131893157959, "eval_runtime": 23.4057, "eval_samples_per_second": 304.67, "eval_steps_per_second": 0.598, "step": 1131 }, { "epoch": 87.95412844036697, "eval_accuracy": 0.7864567864567864, "eval_auc": 0.7910390906501874, "eval_loss": 0.4512965679168701, "eval_runtime": 23.9015, "eval_samples_per_second": 298.349, "eval_steps_per_second": 0.586, "step": 1144 }, { "epoch": 88.95412844036697, "eval_accuracy": 0.7894152105847894, "eval_auc": 0.7890137535571966, "eval_loss": 0.4487993121147156, "eval_runtime": 23.9347, "eval_samples_per_second": 297.936, "eval_steps_per_second": 0.585, "step": 1157 }, { "epoch": 89.95412844036697, "eval_accuracy": 0.7884480160723255, "eval_auc": 0.7878575616539285, "eval_loss": 0.45216310024261475, "eval_runtime": 22.4985, "eval_samples_per_second": 316.955, "eval_steps_per_second": 0.622, "step": 1170 }, { "epoch": 90.95412844036697, "eval_accuracy": 0.7886773547094188, "eval_auc": 0.7912345584754692, "eval_loss": 0.446147084236145, "eval_runtime": 23.7414, "eval_samples_per_second": 300.361, "eval_steps_per_second": 0.59, "step": 1183 }, { "epoch": 91.95412844036697, "eval_accuracy": 0.7864631043256998, "eval_auc": 0.7881104714336964, "eval_loss": 0.4515385925769806, "eval_runtime": 24.097, "eval_samples_per_second": 295.929, "eval_steps_per_second": 0.581, "step": 1196 }, { "epoch": 92.95412844036697, "eval_accuracy": 0.7871825876662636, "eval_auc": 0.7929334491773571, "eval_loss": 0.4454690217971802, "eval_runtime": 23.908, "eval_samples_per_second": 298.268, "eval_steps_per_second": 0.586, "step": 1209 }, { "epoch": 93.95412844036697, "eval_accuracy": 0.7914580566057015, "eval_auc": 0.7973479519788703, "eval_loss": 0.4446637034416199, "eval_runtime": 24.4061, "eval_samples_per_second": 292.181, "eval_steps_per_second": 0.574, "step": 1222 }, { "epoch": 94.95412844036697, "eval_accuracy": 0.7968530767688916, "eval_auc": 0.7940655062093271, "eval_loss": 0.4378315508365631, "eval_runtime": 24.1818, "eval_samples_per_second": 294.892, "eval_steps_per_second": 0.579, "step": 1235 }, { "epoch": 95.95412844036697, "eval_accuracy": 0.784842062771218, "eval_auc": 0.7903229481559706, "eval_loss": 0.45004189014434814, "eval_runtime": 23.9097, "eval_samples_per_second": 298.247, "eval_steps_per_second": 0.586, "step": 1248 }, { "epoch": 96.95412844036697, "eval_accuracy": 0.7918506623845845, "eval_auc": 0.79633128397918, "eval_loss": 0.4427544176578522, "eval_runtime": 23.8338, "eval_samples_per_second": 299.197, "eval_steps_per_second": 0.587, "step": 1261 }, { "epoch": 97.95412844036697, "eval_accuracy": 0.7898140662894099, "eval_auc": 0.7889472087511835, "eval_loss": 0.4445815086364746, "eval_runtime": 23.8971, "eval_samples_per_second": 298.404, "eval_steps_per_second": 0.586, "step": 1274 }, { "epoch": 98.95412844036697, "eval_accuracy": 0.784447615165104, "eval_auc": 0.7831100168149467, "eval_loss": 0.45714786648750305, "eval_runtime": 23.9117, "eval_samples_per_second": 298.223, "eval_steps_per_second": 0.585, "step": 1287 }, { "epoch": 99.95412844036697, "eval_accuracy": 0.7857355126300148, "eval_auc": 0.7959072350804635, "eval_loss": 0.4493556320667267, "eval_runtime": 23.8493, "eval_samples_per_second": 299.003, "eval_steps_per_second": 0.587, "step": 1300 }, { "epoch": 99.95412844036697, "step": 1300, "total_flos": 9.158635066420101e+17, "train_loss": 0.4486056459867037, "train_runtime": 22547.5083, "train_samples_per_second": 123.654, "train_steps_per_second": 0.058 } ], "logging_steps": 500, "max_steps": 1300, "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": false, "should_training_stop": false }, "attributes": {} } }, "total_flos": 9.158635066420101e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }