{ "best_metric": 0.7095006704330444, "best_model_checkpoint": "./kd_results/microsoft/beit-base-patch16-384_alpha0.7_temp5.0_t3/checkpoint-1148", "epoch": 20.0, "eval_steps": 500, "global_step": 3280, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1524390243902439, "grad_norm": 4.038743495941162, "learning_rate": 3.8109756097560976e-06, "loss": 0.6096, "step": 25 }, { "epoch": 0.3048780487804878, "grad_norm": 4.960451126098633, "learning_rate": 7.621951219512195e-06, "loss": 0.5777, "step": 50 }, { "epoch": 0.4573170731707317, "grad_norm": 5.872208118438721, "learning_rate": 1.1432926829268294e-05, "loss": 0.5769, "step": 75 }, { "epoch": 0.6097560975609756, "grad_norm": 2.5071909427642822, "learning_rate": 1.524390243902439e-05, "loss": 0.5671, "step": 100 }, { "epoch": 0.7621951219512195, "grad_norm": 2.9352896213531494, "learning_rate": 1.9054878048780488e-05, "loss": 0.5688, "step": 125 }, { "epoch": 0.9146341463414634, "grad_norm": 3.5098843574523926, "learning_rate": 2.286585365853659e-05, "loss": 0.5656, "step": 150 }, { "epoch": 1.0, "eval_accuracy": 0.2613882863340564, "eval_loss": 1.4240881204605103, "eval_runtime": 49.9624, "eval_samples_per_second": 18.454, "eval_steps_per_second": 0.58, "step": 164 }, { "epoch": 1.0670731707317074, "grad_norm": 2.3195862770080566, "learning_rate": 2.6676829268292686e-05, "loss": 0.572, "step": 175 }, { "epoch": 1.2195121951219512, "grad_norm": 4.526941299438477, "learning_rate": 3.048780487804878e-05, "loss": 0.5748, "step": 200 }, { "epoch": 1.3719512195121952, "grad_norm": 5.595492362976074, "learning_rate": 3.429878048780488e-05, "loss": 0.5555, "step": 225 }, { "epoch": 1.524390243902439, "grad_norm": 3.5616228580474854, "learning_rate": 3.8109756097560976e-05, "loss": 0.5657, "step": 250 }, { "epoch": 1.6768292682926829, "grad_norm": 2.869215726852417, "learning_rate": 4.1920731707317077e-05, "loss": 0.5663, "step": 275 }, { "epoch": 1.8292682926829267, "grad_norm": 5.0579609870910645, "learning_rate": 4.573170731707318e-05, "loss": 0.5385, "step": 300 }, { "epoch": 1.9817073170731707, "grad_norm": 2.323190450668335, "learning_rate": 4.954268292682927e-05, "loss": 0.5188, "step": 325 }, { "epoch": 2.0, "eval_accuracy": 0.42950108459869846, "eval_loss": 1.2839103937149048, "eval_runtime": 50.2929, "eval_samples_per_second": 18.333, "eval_steps_per_second": 0.577, "step": 328 }, { "epoch": 2.1341463414634148, "grad_norm": 6.725587844848633, "learning_rate": 4.962737127371274e-05, "loss": 0.4878, "step": 350 }, { "epoch": 2.2865853658536586, "grad_norm": 2.7454915046691895, "learning_rate": 4.92039295392954e-05, "loss": 0.4825, "step": 375 }, { "epoch": 2.4390243902439024, "grad_norm": 3.2787322998046875, "learning_rate": 4.878048780487805e-05, "loss": 0.4431, "step": 400 }, { "epoch": 2.591463414634146, "grad_norm": 3.206685781478882, "learning_rate": 4.8357046070460704e-05, "loss": 0.4233, "step": 425 }, { "epoch": 2.7439024390243905, "grad_norm": 2.963148355484009, "learning_rate": 4.793360433604336e-05, "loss": 0.3975, "step": 450 }, { "epoch": 2.8963414634146343, "grad_norm": 3.2302346229553223, "learning_rate": 4.7510162601626016e-05, "loss": 0.3829, "step": 475 }, { "epoch": 3.0, "eval_accuracy": 0.7245119305856833, "eval_loss": 0.8952382802963257, "eval_runtime": 50.0283, "eval_samples_per_second": 18.43, "eval_steps_per_second": 0.58, "step": 492 }, { "epoch": 3.048780487804878, "grad_norm": 2.079411029815674, "learning_rate": 4.7086720867208675e-05, "loss": 0.3821, "step": 500 }, { "epoch": 3.201219512195122, "grad_norm": 3.4006881713867188, "learning_rate": 4.6663279132791334e-05, "loss": 0.3457, "step": 525 }, { "epoch": 3.3536585365853657, "grad_norm": 2.087895631790161, "learning_rate": 4.6239837398373986e-05, "loss": 0.3399, "step": 550 }, { "epoch": 3.5060975609756095, "grad_norm": 4.0018744468688965, "learning_rate": 4.581639566395664e-05, "loss": 0.3461, "step": 575 }, { "epoch": 3.658536585365854, "grad_norm": 3.0642566680908203, "learning_rate": 4.53929539295393e-05, "loss": 0.327, "step": 600 }, { "epoch": 3.8109756097560976, "grad_norm": 2.605104446411133, "learning_rate": 4.496951219512196e-05, "loss": 0.3346, "step": 625 }, { "epoch": 3.9634146341463414, "grad_norm": 3.1627883911132812, "learning_rate": 4.454607046070461e-05, "loss": 0.3272, "step": 650 }, { "epoch": 4.0, "eval_accuracy": 0.710412147505423, "eval_loss": 0.8815497159957886, "eval_runtime": 50.9116, "eval_samples_per_second": 18.11, "eval_steps_per_second": 0.57, "step": 656 }, { "epoch": 4.115853658536586, "grad_norm": 1.1469324827194214, "learning_rate": 4.412262872628726e-05, "loss": 0.3164, "step": 675 }, { "epoch": 4.2682926829268295, "grad_norm": 1.2427903413772583, "learning_rate": 4.369918699186992e-05, "loss": 0.2971, "step": 700 }, { "epoch": 4.420731707317073, "grad_norm": 2.122042417526245, "learning_rate": 4.3275745257452574e-05, "loss": 0.2965, "step": 725 }, { "epoch": 4.573170731707317, "grad_norm": 1.1339151859283447, "learning_rate": 4.285230352303523e-05, "loss": 0.2957, "step": 750 }, { "epoch": 4.725609756097561, "grad_norm": 1.6679350137710571, "learning_rate": 4.242886178861789e-05, "loss": 0.2936, "step": 775 }, { "epoch": 4.878048780487805, "grad_norm": 1.8158940076828003, "learning_rate": 4.2005420054200545e-05, "loss": 0.2941, "step": 800 }, { "epoch": 5.0, "eval_accuracy": 0.8004338394793926, "eval_loss": 0.7333674430847168, "eval_runtime": 49.4264, "eval_samples_per_second": 18.654, "eval_steps_per_second": 0.587, "step": 820 }, { "epoch": 5.030487804878049, "grad_norm": 1.5806382894515991, "learning_rate": 4.15819783197832e-05, "loss": 0.2902, "step": 825 }, { "epoch": 5.182926829268292, "grad_norm": 1.114171028137207, "learning_rate": 4.1158536585365856e-05, "loss": 0.2703, "step": 850 }, { "epoch": 5.335365853658536, "grad_norm": 2.182769298553467, "learning_rate": 4.0735094850948516e-05, "loss": 0.266, "step": 875 }, { "epoch": 5.487804878048781, "grad_norm": 1.225246548652649, "learning_rate": 4.031165311653117e-05, "loss": 0.2817, "step": 900 }, { "epoch": 5.640243902439025, "grad_norm": 1.086198329925537, "learning_rate": 3.988821138211382e-05, "loss": 0.2696, "step": 925 }, { "epoch": 5.7926829268292686, "grad_norm": 2.7490367889404297, "learning_rate": 3.946476964769648e-05, "loss": 0.2719, "step": 950 }, { "epoch": 5.945121951219512, "grad_norm": 1.2480428218841553, "learning_rate": 3.904132791327913e-05, "loss": 0.2671, "step": 975 }, { "epoch": 6.0, "eval_accuracy": 0.7885032537960954, "eval_loss": 0.7653427720069885, "eval_runtime": 50.9303, "eval_samples_per_second": 18.103, "eval_steps_per_second": 0.569, "step": 984 }, { "epoch": 6.097560975609756, "grad_norm": 1.6687262058258057, "learning_rate": 3.861788617886179e-05, "loss": 0.2634, "step": 1000 }, { "epoch": 6.25, "grad_norm": 1.3652461767196655, "learning_rate": 3.8194444444444444e-05, "loss": 0.2628, "step": 1025 }, { "epoch": 6.402439024390244, "grad_norm": 1.3502334356307983, "learning_rate": 3.77710027100271e-05, "loss": 0.2565, "step": 1050 }, { "epoch": 6.554878048780488, "grad_norm": 1.7233595848083496, "learning_rate": 3.7347560975609755e-05, "loss": 0.2611, "step": 1075 }, { "epoch": 6.7073170731707314, "grad_norm": 1.5111808776855469, "learning_rate": 3.6924119241192415e-05, "loss": 0.2576, "step": 1100 }, { "epoch": 6.859756097560975, "grad_norm": 1.426594853401184, "learning_rate": 3.6500677506775074e-05, "loss": 0.2569, "step": 1125 }, { "epoch": 7.0, "eval_accuracy": 0.8275488069414316, "eval_loss": 0.7095006704330444, "eval_runtime": 49.1007, "eval_samples_per_second": 18.778, "eval_steps_per_second": 0.591, "step": 1148 }, { "epoch": 7.012195121951219, "grad_norm": 1.0241031646728516, "learning_rate": 3.6077235772357726e-05, "loss": 0.2476, "step": 1150 }, { "epoch": 7.164634146341464, "grad_norm": 1.1023404598236084, "learning_rate": 3.565379403794038e-05, "loss": 0.2488, "step": 1175 }, { "epoch": 7.317073170731708, "grad_norm": 1.48065185546875, "learning_rate": 3.523035230352303e-05, "loss": 0.2475, "step": 1200 }, { "epoch": 7.469512195121951, "grad_norm": 2.033147096633911, "learning_rate": 3.48069105691057e-05, "loss": 0.2448, "step": 1225 }, { "epoch": 7.621951219512195, "grad_norm": 1.1411629915237427, "learning_rate": 3.438346883468835e-05, "loss": 0.2445, "step": 1250 }, { "epoch": 7.774390243902439, "grad_norm": 2.6337881088256836, "learning_rate": 3.3960027100271e-05, "loss": 0.2544, "step": 1275 }, { "epoch": 7.926829268292683, "grad_norm": 1.0793572664260864, "learning_rate": 3.353658536585366e-05, "loss": 0.2483, "step": 1300 }, { "epoch": 8.0, "eval_accuracy": 0.8232104121475055, "eval_loss": 0.7405510544776917, "eval_runtime": 49.2945, "eval_samples_per_second": 18.704, "eval_steps_per_second": 0.588, "step": 1312 }, { "epoch": 8.079268292682928, "grad_norm": 1.5204435586929321, "learning_rate": 3.3113143631436314e-05, "loss": 0.2403, "step": 1325 }, { "epoch": 8.231707317073171, "grad_norm": 0.900091826915741, "learning_rate": 3.268970189701897e-05, "loss": 0.2346, "step": 1350 }, { "epoch": 8.384146341463415, "grad_norm": 0.6551163792610168, "learning_rate": 3.226626016260163e-05, "loss": 0.2518, "step": 1375 }, { "epoch": 8.536585365853659, "grad_norm": 1.1180330514907837, "learning_rate": 3.1842818428184285e-05, "loss": 0.2381, "step": 1400 }, { "epoch": 8.689024390243903, "grad_norm": 1.2341127395629883, "learning_rate": 3.141937669376694e-05, "loss": 0.2417, "step": 1425 }, { "epoch": 8.841463414634147, "grad_norm": 0.7426364421844482, "learning_rate": 3.0995934959349596e-05, "loss": 0.2388, "step": 1450 }, { "epoch": 8.99390243902439, "grad_norm": 0.904787003993988, "learning_rate": 3.0572493224932255e-05, "loss": 0.2464, "step": 1475 }, { "epoch": 9.0, "eval_accuracy": 0.8177874186550976, "eval_loss": 0.752011775970459, "eval_runtime": 49.6362, "eval_samples_per_second": 18.575, "eval_steps_per_second": 0.584, "step": 1476 }, { "epoch": 9.146341463414634, "grad_norm": 1.2572402954101562, "learning_rate": 3.0149051490514908e-05, "loss": 0.2336, "step": 1500 }, { "epoch": 9.298780487804878, "grad_norm": 1.1722904443740845, "learning_rate": 2.972560975609756e-05, "loss": 0.2432, "step": 1525 }, { "epoch": 9.451219512195122, "grad_norm": 0.7890969514846802, "learning_rate": 2.930216802168022e-05, "loss": 0.2384, "step": 1550 }, { "epoch": 9.603658536585366, "grad_norm": 1.4712668657302856, "learning_rate": 2.8878726287262875e-05, "loss": 0.2402, "step": 1575 }, { "epoch": 9.75609756097561, "grad_norm": 0.7594574689865112, "learning_rate": 2.8455284552845528e-05, "loss": 0.2398, "step": 1600 }, { "epoch": 9.908536585365853, "grad_norm": 0.8254810571670532, "learning_rate": 2.8031842818428184e-05, "loss": 0.2312, "step": 1625 }, { "epoch": 10.0, "eval_accuracy": 0.8394793926247288, "eval_loss": 0.7326832413673401, "eval_runtime": 49.6985, "eval_samples_per_second": 18.552, "eval_steps_per_second": 0.584, "step": 1640 }, { "epoch": 10.060975609756097, "grad_norm": 1.41318678855896, "learning_rate": 2.7608401084010843e-05, "loss": 0.2328, "step": 1650 }, { "epoch": 10.213414634146341, "grad_norm": 0.6944267749786377, "learning_rate": 2.71849593495935e-05, "loss": 0.2322, "step": 1675 }, { "epoch": 10.365853658536585, "grad_norm": 0.8574203252792358, "learning_rate": 2.676151761517615e-05, "loss": 0.2361, "step": 1700 }, { "epoch": 10.518292682926829, "grad_norm": 0.7547130584716797, "learning_rate": 2.633807588075881e-05, "loss": 0.2353, "step": 1725 }, { "epoch": 10.670731707317072, "grad_norm": 1.094035029411316, "learning_rate": 2.5914634146341466e-05, "loss": 0.231, "step": 1750 }, { "epoch": 10.823170731707316, "grad_norm": 0.9883895516395569, "learning_rate": 2.549119241192412e-05, "loss": 0.2339, "step": 1775 }, { "epoch": 10.975609756097562, "grad_norm": 1.3127468824386597, "learning_rate": 2.5067750677506774e-05, "loss": 0.229, "step": 1800 }, { "epoch": 11.0, "eval_accuracy": 0.7960954446854663, "eval_loss": 0.7743532061576843, "eval_runtime": 50.2819, "eval_samples_per_second": 18.337, "eval_steps_per_second": 0.577, "step": 1804 }, { "epoch": 11.128048780487806, "grad_norm": 0.8711831569671631, "learning_rate": 2.464430894308943e-05, "loss": 0.2338, "step": 1825 }, { "epoch": 11.28048780487805, "grad_norm": 0.6187135577201843, "learning_rate": 2.422086720867209e-05, "loss": 0.2268, "step": 1850 }, { "epoch": 11.432926829268293, "grad_norm": 1.1254570484161377, "learning_rate": 2.3797425474254745e-05, "loss": 0.2281, "step": 1875 }, { "epoch": 11.585365853658537, "grad_norm": 0.9288303852081299, "learning_rate": 2.3373983739837398e-05, "loss": 0.2267, "step": 1900 }, { "epoch": 11.737804878048781, "grad_norm": 1.7284654378890991, "learning_rate": 2.2950542005420057e-05, "loss": 0.239, "step": 1925 }, { "epoch": 11.890243902439025, "grad_norm": 0.4840218126773834, "learning_rate": 2.252710027100271e-05, "loss": 0.2326, "step": 1950 }, { "epoch": 12.0, "eval_accuracy": 0.8167028199566161, "eval_loss": 0.7301051616668701, "eval_runtime": 49.0383, "eval_samples_per_second": 18.802, "eval_steps_per_second": 0.591, "step": 1968 }, { "epoch": 12.042682926829269, "grad_norm": 0.895510733127594, "learning_rate": 2.210365853658537e-05, "loss": 0.2283, "step": 1975 }, { "epoch": 12.195121951219512, "grad_norm": 0.7137194871902466, "learning_rate": 2.1680216802168024e-05, "loss": 0.2275, "step": 2000 }, { "epoch": 12.347560975609756, "grad_norm": 0.9961858987808228, "learning_rate": 2.1256775067750677e-05, "loss": 0.2333, "step": 2025 }, { "epoch": 12.5, "grad_norm": 0.5939064025878906, "learning_rate": 2.0833333333333336e-05, "loss": 0.2297, "step": 2050 }, { "epoch": 12.652439024390244, "grad_norm": 1.0053822994232178, "learning_rate": 2.040989159891599e-05, "loss": 0.2315, "step": 2075 }, { "epoch": 12.804878048780488, "grad_norm": 0.6412273645401001, "learning_rate": 1.9986449864498648e-05, "loss": 0.2242, "step": 2100 }, { "epoch": 12.957317073170731, "grad_norm": 1.381249189376831, "learning_rate": 1.95630081300813e-05, "loss": 0.2245, "step": 2125 }, { "epoch": 13.0, "eval_accuracy": 0.8145336225596529, "eval_loss": 0.7386568784713745, "eval_runtime": 49.1161, "eval_samples_per_second": 18.772, "eval_steps_per_second": 0.59, "step": 2132 }, { "epoch": 13.109756097560975, "grad_norm": 0.33759984374046326, "learning_rate": 1.9139566395663956e-05, "loss": 0.2289, "step": 2150 }, { "epoch": 13.262195121951219, "grad_norm": 0.5081386566162109, "learning_rate": 1.8716124661246615e-05, "loss": 0.2322, "step": 2175 }, { "epoch": 13.414634146341463, "grad_norm": 0.9197372198104858, "learning_rate": 1.8292682926829268e-05, "loss": 0.2266, "step": 2200 }, { "epoch": 13.567073170731707, "grad_norm": 0.5281209945678711, "learning_rate": 1.7869241192411927e-05, "loss": 0.2221, "step": 2225 }, { "epoch": 13.71951219512195, "grad_norm": 0.9207494854927063, "learning_rate": 1.744579945799458e-05, "loss": 0.223, "step": 2250 }, { "epoch": 13.871951219512194, "grad_norm": 0.9660337567329407, "learning_rate": 1.702235772357724e-05, "loss": 0.2291, "step": 2275 }, { "epoch": 14.0, "eval_accuracy": 0.824295010845987, "eval_loss": 0.7216958403587341, "eval_runtime": 49.8483, "eval_samples_per_second": 18.496, "eval_steps_per_second": 0.582, "step": 2296 }, { "epoch": 14.024390243902438, "grad_norm": 0.521358847618103, "learning_rate": 1.659891598915989e-05, "loss": 0.2263, "step": 2300 }, { "epoch": 14.176829268292684, "grad_norm": 0.9041802287101746, "learning_rate": 1.6175474254742547e-05, "loss": 0.2294, "step": 2325 }, { "epoch": 14.329268292682928, "grad_norm": 0.5227034687995911, "learning_rate": 1.5752032520325206e-05, "loss": 0.2268, "step": 2350 }, { "epoch": 14.481707317073171, "grad_norm": 0.7264844179153442, "learning_rate": 1.532859078590786e-05, "loss": 0.2249, "step": 2375 }, { "epoch": 14.634146341463415, "grad_norm": 0.3946647047996521, "learning_rate": 1.4905149051490516e-05, "loss": 0.2216, "step": 2400 }, { "epoch": 14.786585365853659, "grad_norm": 0.5581846833229065, "learning_rate": 1.448170731707317e-05, "loss": 0.2219, "step": 2425 }, { "epoch": 14.939024390243903, "grad_norm": 0.4273684322834015, "learning_rate": 1.4058265582655828e-05, "loss": 0.2282, "step": 2450 }, { "epoch": 15.0, "eval_accuracy": 0.8058568329718004, "eval_loss": 0.7337209582328796, "eval_runtime": 49.4995, "eval_samples_per_second": 18.626, "eval_steps_per_second": 0.586, "step": 2460 }, { "epoch": 15.091463414634147, "grad_norm": 0.6564639210700989, "learning_rate": 1.3634823848238485e-05, "loss": 0.2153, "step": 2475 }, { "epoch": 15.24390243902439, "grad_norm": 0.4066160023212433, "learning_rate": 1.321138211382114e-05, "loss": 0.2318, "step": 2500 }, { "epoch": 15.396341463414634, "grad_norm": 0.6132465600967407, "learning_rate": 1.2787940379403795e-05, "loss": 0.2245, "step": 2525 }, { "epoch": 15.548780487804878, "grad_norm": 0.9687080979347229, "learning_rate": 1.2364498644986451e-05, "loss": 0.2226, "step": 2550 }, { "epoch": 15.701219512195122, "grad_norm": 0.7273513674736023, "learning_rate": 1.1941056910569107e-05, "loss": 0.2207, "step": 2575 }, { "epoch": 15.853658536585366, "grad_norm": 0.521793782711029, "learning_rate": 1.1517615176151763e-05, "loss": 0.2236, "step": 2600 }, { "epoch": 16.0, "eval_accuracy": 0.8188720173535792, "eval_loss": 0.7246159315109253, "eval_runtime": 49.3907, "eval_samples_per_second": 18.667, "eval_steps_per_second": 0.587, "step": 2624 }, { "epoch": 16.00609756097561, "grad_norm": 0.490955650806427, "learning_rate": 1.1094173441734418e-05, "loss": 0.2264, "step": 2625 }, { "epoch": 16.158536585365855, "grad_norm": 0.5404984951019287, "learning_rate": 1.0670731707317074e-05, "loss": 0.2221, "step": 2650 }, { "epoch": 16.3109756097561, "grad_norm": 0.5006304979324341, "learning_rate": 1.0247289972899728e-05, "loss": 0.221, "step": 2675 }, { "epoch": 16.463414634146343, "grad_norm": 0.524905264377594, "learning_rate": 9.823848238482384e-06, "loss": 0.2184, "step": 2700 }, { "epoch": 16.615853658536587, "grad_norm": 0.7482074499130249, "learning_rate": 9.400406504065042e-06, "loss": 0.2233, "step": 2725 }, { "epoch": 16.76829268292683, "grad_norm": 0.49331989884376526, "learning_rate": 8.976964769647697e-06, "loss": 0.2173, "step": 2750 }, { "epoch": 16.920731707317074, "grad_norm": 0.4380941390991211, "learning_rate": 8.553523035230353e-06, "loss": 0.2276, "step": 2775 }, { "epoch": 17.0, "eval_accuracy": 0.824295010845987, "eval_loss": 0.7213588953018188, "eval_runtime": 48.669, "eval_samples_per_second": 18.944, "eval_steps_per_second": 0.596, "step": 2788 }, { "epoch": 17.073170731707318, "grad_norm": 0.4981781840324402, "learning_rate": 8.130081300813009e-06, "loss": 0.2244, "step": 2800 }, { "epoch": 17.225609756097562, "grad_norm": 0.5120595693588257, "learning_rate": 7.706639566395663e-06, "loss": 0.2207, "step": 2825 }, { "epoch": 17.378048780487806, "grad_norm": 0.5592207908630371, "learning_rate": 7.283197831978319e-06, "loss": 0.228, "step": 2850 }, { "epoch": 17.53048780487805, "grad_norm": 0.43658289313316345, "learning_rate": 6.859756097560977e-06, "loss": 0.2266, "step": 2875 }, { "epoch": 17.682926829268293, "grad_norm": 0.3530956506729126, "learning_rate": 6.4363143631436324e-06, "loss": 0.2203, "step": 2900 }, { "epoch": 17.835365853658537, "grad_norm": 0.5540438294410706, "learning_rate": 6.0128726287262874e-06, "loss": 0.216, "step": 2925 }, { "epoch": 17.98780487804878, "grad_norm": 0.5253993272781372, "learning_rate": 5.589430894308943e-06, "loss": 0.2178, "step": 2950 }, { "epoch": 18.0, "eval_accuracy": 0.8177874186550976, "eval_loss": 0.7251272201538086, "eval_runtime": 49.1284, "eval_samples_per_second": 18.767, "eval_steps_per_second": 0.59, "step": 2952 }, { "epoch": 18.140243902439025, "grad_norm": 0.4079430401325226, "learning_rate": 5.165989159891599e-06, "loss": 0.2217, "step": 2975 }, { "epoch": 18.29268292682927, "grad_norm": 0.7246861457824707, "learning_rate": 4.742547425474255e-06, "loss": 0.2209, "step": 3000 }, { "epoch": 18.445121951219512, "grad_norm": 0.522539496421814, "learning_rate": 4.319105691056911e-06, "loss": 0.219, "step": 3025 }, { "epoch": 18.597560975609756, "grad_norm": 0.34168657660484314, "learning_rate": 3.8956639566395666e-06, "loss": 0.2219, "step": 3050 }, { "epoch": 18.75, "grad_norm": 0.46584391593933105, "learning_rate": 3.4722222222222224e-06, "loss": 0.2182, "step": 3075 }, { "epoch": 18.902439024390244, "grad_norm": 0.279475599527359, "learning_rate": 3.0487804878048782e-06, "loss": 0.2235, "step": 3100 }, { "epoch": 19.0, "eval_accuracy": 0.8232104121475055, "eval_loss": 0.7219586372375488, "eval_runtime": 49.1629, "eval_samples_per_second": 18.754, "eval_steps_per_second": 0.59, "step": 3116 }, { "epoch": 19.054878048780488, "grad_norm": 0.48366549611091614, "learning_rate": 2.625338753387534e-06, "loss": 0.2217, "step": 3125 }, { "epoch": 19.20731707317073, "grad_norm": 0.6121975779533386, "learning_rate": 2.2018970189701894e-06, "loss": 0.2274, "step": 3150 }, { "epoch": 19.359756097560975, "grad_norm": 0.29194459319114685, "learning_rate": 1.7784552845528455e-06, "loss": 0.2229, "step": 3175 }, { "epoch": 19.51219512195122, "grad_norm": 0.5204634666442871, "learning_rate": 1.3550135501355015e-06, "loss": 0.2209, "step": 3200 }, { "epoch": 19.664634146341463, "grad_norm": 0.406363308429718, "learning_rate": 9.315718157181572e-07, "loss": 0.2216, "step": 3225 }, { "epoch": 19.817073170731707, "grad_norm": 0.43061602115631104, "learning_rate": 5.081300813008131e-07, "loss": 0.2173, "step": 3250 }, { "epoch": 19.96951219512195, "grad_norm": 0.2903171181678772, "learning_rate": 8.468834688346885e-08, "loss": 0.2175, "step": 3275 }, { "epoch": 20.0, "eval_accuracy": 0.8221258134490239, "eval_loss": 0.7220444679260254, "eval_runtime": 50.0162, "eval_samples_per_second": 18.434, "eval_steps_per_second": 0.58, "step": 3280 }, { "epoch": 20.0, "step": 3280, "total_flos": 0.0, "train_loss": 0.2852184054691617, "train_runtime": 16462.385, "train_samples_per_second": 6.347, "train_steps_per_second": 0.199 } ], "logging_steps": 25, "max_steps": 3280, "num_input_tokens_seen": 0, "num_train_epochs": 20, "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": 0.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }