{ "best_metric": 0.6019545197486877, "best_model_checkpoint": "./kd_results/microsoft/beit-base-patch16-224_alpha0.5_temp3.0_t3/checkpoint-2624", "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": 4.68709135055542, "learning_rate": 3.8109756097560976e-06, "loss": 0.8426, "step": 25 }, { "epoch": 0.3048780487804878, "grad_norm": 5.267493724822998, "learning_rate": 7.621951219512195e-06, "loss": 0.822, "step": 50 }, { "epoch": 0.4573170731707317, "grad_norm": 6.456117630004883, "learning_rate": 1.1432926829268294e-05, "loss": 0.8236, "step": 75 }, { "epoch": 0.6097560975609756, "grad_norm": 3.630889415740967, "learning_rate": 1.524390243902439e-05, "loss": 0.8086, "step": 100 }, { "epoch": 0.7621951219512195, "grad_norm": 3.2471823692321777, "learning_rate": 1.9054878048780488e-05, "loss": 0.8139, "step": 125 }, { "epoch": 0.9146341463414634, "grad_norm": 5.173975944519043, "learning_rate": 2.286585365853659e-05, "loss": 0.8129, "step": 150 }, { "epoch": 1.0, "eval_accuracy": 0.25488069414316705, "eval_loss": 1.4044036865234375, "eval_runtime": 42.4407, "eval_samples_per_second": 21.724, "eval_steps_per_second": 0.683, "step": 164 }, { "epoch": 1.0670731707317074, "grad_norm": 3.622982978820801, "learning_rate": 2.6676829268292686e-05, "loss": 0.8198, "step": 175 }, { "epoch": 1.2195121951219512, "grad_norm": 4.415459156036377, "learning_rate": 3.048780487804878e-05, "loss": 0.8064, "step": 200 }, { "epoch": 1.3719512195121952, "grad_norm": 7.020495891571045, "learning_rate": 3.429878048780488e-05, "loss": 0.799, "step": 225 }, { "epoch": 1.524390243902439, "grad_norm": 2.6109766960144043, "learning_rate": 3.8109756097560976e-05, "loss": 0.8132, "step": 250 }, { "epoch": 1.6768292682926829, "grad_norm": 6.117157459259033, "learning_rate": 4.1920731707317077e-05, "loss": 0.8, "step": 275 }, { "epoch": 1.8292682926829267, "grad_norm": 4.821333885192871, "learning_rate": 4.573170731707318e-05, "loss": 0.753, "step": 300 }, { "epoch": 1.9817073170731707, "grad_norm": 2.979583740234375, "learning_rate": 4.954268292682927e-05, "loss": 0.7193, "step": 325 }, { "epoch": 2.0, "eval_accuracy": 0.5065075921908894, "eval_loss": 1.1586508750915527, "eval_runtime": 40.0726, "eval_samples_per_second": 23.008, "eval_steps_per_second": 0.724, "step": 328 }, { "epoch": 2.1341463414634148, "grad_norm": 2.5219600200653076, "learning_rate": 4.962737127371274e-05, "loss": 0.6487, "step": 350 }, { "epoch": 2.2865853658536586, "grad_norm": 4.031715393066406, "learning_rate": 4.92039295392954e-05, "loss": 0.6221, "step": 375 }, { "epoch": 2.4390243902439024, "grad_norm": 5.4756550788879395, "learning_rate": 4.878048780487805e-05, "loss": 0.6056, "step": 400 }, { "epoch": 2.591463414634146, "grad_norm": 7.903572082519531, "learning_rate": 4.8357046070460704e-05, "loss": 0.5807, "step": 425 }, { "epoch": 2.7439024390243905, "grad_norm": 5.278177738189697, "learning_rate": 4.793360433604336e-05, "loss": 0.5794, "step": 450 }, { "epoch": 2.8963414634146343, "grad_norm": 5.145104885101318, "learning_rate": 4.7510162601626016e-05, "loss": 0.5431, "step": 475 }, { "epoch": 3.0, "eval_accuracy": 0.7418655097613883, "eval_loss": 0.7721553444862366, "eval_runtime": 40.3437, "eval_samples_per_second": 22.854, "eval_steps_per_second": 0.719, "step": 492 }, { "epoch": 3.048780487804878, "grad_norm": 4.718493938446045, "learning_rate": 4.7086720867208675e-05, "loss": 0.5102, "step": 500 }, { "epoch": 3.201219512195122, "grad_norm": 3.389207363128662, "learning_rate": 4.6663279132791334e-05, "loss": 0.4575, "step": 525 }, { "epoch": 3.3536585365853657, "grad_norm": 3.910080909729004, "learning_rate": 4.6239837398373986e-05, "loss": 0.4499, "step": 550 }, { "epoch": 3.5060975609756095, "grad_norm": 2.741947889328003, "learning_rate": 4.581639566395664e-05, "loss": 0.4714, "step": 575 }, { "epoch": 3.658536585365854, "grad_norm": 4.898369789123535, "learning_rate": 4.53929539295393e-05, "loss": 0.4257, "step": 600 }, { "epoch": 3.8109756097560976, "grad_norm": 3.3292341232299805, "learning_rate": 4.496951219512196e-05, "loss": 0.4285, "step": 625 }, { "epoch": 3.9634146341463414, "grad_norm": 3.275188446044922, "learning_rate": 4.454607046070461e-05, "loss": 0.4342, "step": 650 }, { "epoch": 4.0, "eval_accuracy": 0.7581344902386117, "eval_loss": 0.760450005531311, "eval_runtime": 40.3605, "eval_samples_per_second": 22.844, "eval_steps_per_second": 0.719, "step": 656 }, { "epoch": 4.115853658536586, "grad_norm": 2.784367322921753, "learning_rate": 4.412262872628726e-05, "loss": 0.4119, "step": 675 }, { "epoch": 4.2682926829268295, "grad_norm": 3.02673077583313, "learning_rate": 4.369918699186992e-05, "loss": 0.3809, "step": 700 }, { "epoch": 4.420731707317073, "grad_norm": 3.911879062652588, "learning_rate": 4.3275745257452574e-05, "loss": 0.381, "step": 725 }, { "epoch": 4.573170731707317, "grad_norm": 1.1639741659164429, "learning_rate": 4.285230352303523e-05, "loss": 0.3795, "step": 750 }, { "epoch": 4.725609756097561, "grad_norm": 2.106140375137329, "learning_rate": 4.242886178861789e-05, "loss": 0.3655, "step": 775 }, { "epoch": 4.878048780487805, "grad_norm": 1.7877476215362549, "learning_rate": 4.2005420054200545e-05, "loss": 0.3763, "step": 800 }, { "epoch": 5.0, "eval_accuracy": 0.8080260303687635, "eval_loss": 0.6501278281211853, "eval_runtime": 40.4912, "eval_samples_per_second": 22.77, "eval_steps_per_second": 0.716, "step": 820 }, { "epoch": 5.030487804878049, "grad_norm": 2.096224784851074, "learning_rate": 4.15819783197832e-05, "loss": 0.3742, "step": 825 }, { "epoch": 5.182926829268292, "grad_norm": 1.554193377494812, "learning_rate": 4.1158536585365856e-05, "loss": 0.3406, "step": 850 }, { "epoch": 5.335365853658536, "grad_norm": 2.2673614025115967, "learning_rate": 4.0735094850948516e-05, "loss": 0.3343, "step": 875 }, { "epoch": 5.487804878048781, "grad_norm": 3.702033042907715, "learning_rate": 4.031165311653117e-05, "loss": 0.3588, "step": 900 }, { "epoch": 5.640243902439025, "grad_norm": 1.59395432472229, "learning_rate": 3.988821138211382e-05, "loss": 0.3453, "step": 925 }, { "epoch": 5.7926829268292686, "grad_norm": 1.8020344972610474, "learning_rate": 3.946476964769648e-05, "loss": 0.3375, "step": 950 }, { "epoch": 5.945121951219512, "grad_norm": 4.047776699066162, "learning_rate": 3.904132791327913e-05, "loss": 0.3418, "step": 975 }, { "epoch": 6.0, "eval_accuracy": 0.7906724511930586, "eval_loss": 0.6815962791442871, "eval_runtime": 40.4542, "eval_samples_per_second": 22.791, "eval_steps_per_second": 0.717, "step": 984 }, { "epoch": 6.097560975609756, "grad_norm": 1.2697885036468506, "learning_rate": 3.861788617886179e-05, "loss": 0.3351, "step": 1000 }, { "epoch": 6.25, "grad_norm": 2.248262882232666, "learning_rate": 3.8194444444444444e-05, "loss": 0.3314, "step": 1025 }, { "epoch": 6.402439024390244, "grad_norm": 1.2794231176376343, "learning_rate": 3.77710027100271e-05, "loss": 0.3203, "step": 1050 }, { "epoch": 6.554878048780488, "grad_norm": 1.554882287979126, "learning_rate": 3.7347560975609755e-05, "loss": 0.3298, "step": 1075 }, { "epoch": 6.7073170731707314, "grad_norm": 2.1057960987091064, "learning_rate": 3.6924119241192415e-05, "loss": 0.3256, "step": 1100 }, { "epoch": 6.859756097560975, "grad_norm": 3.269249439239502, "learning_rate": 3.6500677506775074e-05, "loss": 0.323, "step": 1125 }, { "epoch": 7.0, "eval_accuracy": 0.8101952277657267, "eval_loss": 0.6434170603752136, "eval_runtime": 40.6177, "eval_samples_per_second": 22.699, "eval_steps_per_second": 0.714, "step": 1148 }, { "epoch": 7.012195121951219, "grad_norm": 2.0187323093414307, "learning_rate": 3.6077235772357726e-05, "loss": 0.3111, "step": 1150 }, { "epoch": 7.164634146341464, "grad_norm": 1.4456573724746704, "learning_rate": 3.565379403794038e-05, "loss": 0.3194, "step": 1175 }, { "epoch": 7.317073170731708, "grad_norm": 1.4459925889968872, "learning_rate": 3.523035230352303e-05, "loss": 0.3148, "step": 1200 }, { "epoch": 7.469512195121951, "grad_norm": 0.9452431201934814, "learning_rate": 3.48069105691057e-05, "loss": 0.3111, "step": 1225 }, { "epoch": 7.621951219512195, "grad_norm": 1.2967967987060547, "learning_rate": 3.438346883468835e-05, "loss": 0.3086, "step": 1250 }, { "epoch": 7.774390243902439, "grad_norm": 1.7521177530288696, "learning_rate": 3.3960027100271e-05, "loss": 0.3199, "step": 1275 }, { "epoch": 7.926829268292683, "grad_norm": 1.7025812864303589, "learning_rate": 3.353658536585366e-05, "loss": 0.3123, "step": 1300 }, { "epoch": 8.0, "eval_accuracy": 0.8080260303687635, "eval_loss": 0.6708961725234985, "eval_runtime": 40.4633, "eval_samples_per_second": 22.786, "eval_steps_per_second": 0.717, "step": 1312 }, { "epoch": 8.079268292682928, "grad_norm": 0.8077727556228638, "learning_rate": 3.3113143631436314e-05, "loss": 0.3065, "step": 1325 }, { "epoch": 8.231707317073171, "grad_norm": 1.584625244140625, "learning_rate": 3.268970189701897e-05, "loss": 0.3031, "step": 1350 }, { "epoch": 8.384146341463415, "grad_norm": 0.5091081857681274, "learning_rate": 3.226626016260163e-05, "loss": 0.316, "step": 1375 }, { "epoch": 8.536585365853659, "grad_norm": 1.150061845779419, "learning_rate": 3.1842818428184285e-05, "loss": 0.3019, "step": 1400 }, { "epoch": 8.689024390243903, "grad_norm": 0.7301451563835144, "learning_rate": 3.141937669376694e-05, "loss": 0.3035, "step": 1425 }, { "epoch": 8.841463414634147, "grad_norm": 1.6500414609909058, "learning_rate": 3.0995934959349596e-05, "loss": 0.3043, "step": 1450 }, { "epoch": 8.99390243902439, "grad_norm": 1.2119061946868896, "learning_rate": 3.0572493224932255e-05, "loss": 0.3109, "step": 1475 }, { "epoch": 9.0, "eval_accuracy": 0.8123644251626898, "eval_loss": 0.6393240690231323, "eval_runtime": 40.4639, "eval_samples_per_second": 22.786, "eval_steps_per_second": 0.717, "step": 1476 }, { "epoch": 9.146341463414634, "grad_norm": 0.7057688236236572, "learning_rate": 3.0149051490514908e-05, "loss": 0.2964, "step": 1500 }, { "epoch": 9.298780487804878, "grad_norm": 1.1362090110778809, "learning_rate": 2.972560975609756e-05, "loss": 0.3089, "step": 1525 }, { "epoch": 9.451219512195122, "grad_norm": 1.779889464378357, "learning_rate": 2.930216802168022e-05, "loss": 0.302, "step": 1550 }, { "epoch": 9.603658536585366, "grad_norm": 2.1354031562805176, "learning_rate": 2.8878726287262875e-05, "loss": 0.3065, "step": 1575 }, { "epoch": 9.75609756097561, "grad_norm": 0.4051612913608551, "learning_rate": 2.8455284552845528e-05, "loss": 0.2999, "step": 1600 }, { "epoch": 9.908536585365853, "grad_norm": 0.9028952717781067, "learning_rate": 2.8031842818428184e-05, "loss": 0.2944, "step": 1625 }, { "epoch": 10.0, "eval_accuracy": 0.8329718004338394, "eval_loss": 0.6249269247055054, "eval_runtime": 40.2234, "eval_samples_per_second": 22.922, "eval_steps_per_second": 0.721, "step": 1640 }, { "epoch": 10.060975609756097, "grad_norm": 1.136090636253357, "learning_rate": 2.7608401084010843e-05, "loss": 0.2958, "step": 1650 }, { "epoch": 10.213414634146341, "grad_norm": 0.6200639605522156, "learning_rate": 2.71849593495935e-05, "loss": 0.2954, "step": 1675 }, { "epoch": 10.365853658536585, "grad_norm": 1.4423284530639648, "learning_rate": 2.676151761517615e-05, "loss": 0.2998, "step": 1700 }, { "epoch": 10.518292682926829, "grad_norm": 0.7923824787139893, "learning_rate": 2.633807588075881e-05, "loss": 0.2995, "step": 1725 }, { "epoch": 10.670731707317072, "grad_norm": 0.7103340029716492, "learning_rate": 2.5914634146341466e-05, "loss": 0.295, "step": 1750 }, { "epoch": 10.823170731707316, "grad_norm": 0.8508581519126892, "learning_rate": 2.549119241192412e-05, "loss": 0.2998, "step": 1775 }, { "epoch": 10.975609756097562, "grad_norm": 0.4668588638305664, "learning_rate": 2.5067750677506774e-05, "loss": 0.2928, "step": 1800 }, { "epoch": 11.0, "eval_accuracy": 0.834056399132321, "eval_loss": 0.6533224582672119, "eval_runtime": 40.121, "eval_samples_per_second": 22.98, "eval_steps_per_second": 0.723, "step": 1804 }, { "epoch": 11.128048780487806, "grad_norm": 0.9473902583122253, "learning_rate": 2.464430894308943e-05, "loss": 0.296, "step": 1825 }, { "epoch": 11.28048780487805, "grad_norm": 0.9022158980369568, "learning_rate": 2.422086720867209e-05, "loss": 0.2893, "step": 1850 }, { "epoch": 11.432926829268293, "grad_norm": 0.8550190329551697, "learning_rate": 2.3797425474254745e-05, "loss": 0.2924, "step": 1875 }, { "epoch": 11.585365853658537, "grad_norm": 1.9592097997665405, "learning_rate": 2.3373983739837398e-05, "loss": 0.2915, "step": 1900 }, { "epoch": 11.737804878048781, "grad_norm": 1.4749720096588135, "learning_rate": 2.2950542005420057e-05, "loss": 0.3016, "step": 1925 }, { "epoch": 11.890243902439025, "grad_norm": 1.2009644508361816, "learning_rate": 2.252710027100271e-05, "loss": 0.2966, "step": 1950 }, { "epoch": 12.0, "eval_accuracy": 0.8275488069414316, "eval_loss": 0.6237086057662964, "eval_runtime": 40.4159, "eval_samples_per_second": 22.813, "eval_steps_per_second": 0.718, "step": 1968 }, { "epoch": 12.042682926829269, "grad_norm": 0.3396455943584442, "learning_rate": 2.210365853658537e-05, "loss": 0.2915, "step": 1975 }, { "epoch": 12.195121951219512, "grad_norm": 0.7679861783981323, "learning_rate": 2.1680216802168024e-05, "loss": 0.2923, "step": 2000 }, { "epoch": 12.347560975609756, "grad_norm": 0.7669865489006042, "learning_rate": 2.1256775067750677e-05, "loss": 0.2994, "step": 2025 }, { "epoch": 12.5, "grad_norm": 0.6513790488243103, "learning_rate": 2.0833333333333336e-05, "loss": 0.2927, "step": 2050 }, { "epoch": 12.652439024390244, "grad_norm": 0.6599563956260681, "learning_rate": 2.040989159891599e-05, "loss": 0.293, "step": 2075 }, { "epoch": 12.804878048780488, "grad_norm": 0.6201032400131226, "learning_rate": 1.9986449864498648e-05, "loss": 0.2865, "step": 2100 }, { "epoch": 12.957317073170731, "grad_norm": 0.9056888222694397, "learning_rate": 1.95630081300813e-05, "loss": 0.2845, "step": 2125 }, { "epoch": 13.0, "eval_accuracy": 0.8373101952277657, "eval_loss": 0.6263235807418823, "eval_runtime": 40.5187, "eval_samples_per_second": 22.755, "eval_steps_per_second": 0.716, "step": 2132 }, { "epoch": 13.109756097560975, "grad_norm": 0.5516000986099243, "learning_rate": 1.9139566395663956e-05, "loss": 0.2922, "step": 2150 }, { "epoch": 13.262195121951219, "grad_norm": 0.49217310547828674, "learning_rate": 1.8716124661246615e-05, "loss": 0.2963, "step": 2175 }, { "epoch": 13.414634146341463, "grad_norm": 0.6513165235519409, "learning_rate": 1.8292682926829268e-05, "loss": 0.2884, "step": 2200 }, { "epoch": 13.567073170731707, "grad_norm": 0.5991350412368774, "learning_rate": 1.7869241192411927e-05, "loss": 0.2841, "step": 2225 }, { "epoch": 13.71951219512195, "grad_norm": 1.1869876384735107, "learning_rate": 1.744579945799458e-05, "loss": 0.2855, "step": 2250 }, { "epoch": 13.871951219512194, "grad_norm": 0.799327552318573, "learning_rate": 1.702235772357724e-05, "loss": 0.2933, "step": 2275 }, { "epoch": 14.0, "eval_accuracy": 0.8503253796095445, "eval_loss": 0.6041625142097473, "eval_runtime": 40.6934, "eval_samples_per_second": 22.657, "eval_steps_per_second": 0.713, "step": 2296 }, { "epoch": 14.024390243902438, "grad_norm": 0.41806021332740784, "learning_rate": 1.659891598915989e-05, "loss": 0.2891, "step": 2300 }, { "epoch": 14.176829268292684, "grad_norm": 0.6208969950675964, "learning_rate": 1.6175474254742547e-05, "loss": 0.2906, "step": 2325 }, { "epoch": 14.329268292682928, "grad_norm": 0.5198073387145996, "learning_rate": 1.5752032520325206e-05, "loss": 0.2897, "step": 2350 }, { "epoch": 14.481707317073171, "grad_norm": 0.4373537302017212, "learning_rate": 1.532859078590786e-05, "loss": 0.2883, "step": 2375 }, { "epoch": 14.634146341463415, "grad_norm": 0.8531773090362549, "learning_rate": 1.4905149051490516e-05, "loss": 0.2839, "step": 2400 }, { "epoch": 14.786585365853659, "grad_norm": 0.49251678586006165, "learning_rate": 1.448170731707317e-05, "loss": 0.2848, "step": 2425 }, { "epoch": 14.939024390243903, "grad_norm": 0.300030380487442, "learning_rate": 1.4058265582655828e-05, "loss": 0.2917, "step": 2450 }, { "epoch": 15.0, "eval_accuracy": 0.8449023861171366, "eval_loss": 0.6151757836341858, "eval_runtime": 39.8717, "eval_samples_per_second": 23.124, "eval_steps_per_second": 0.727, "step": 2460 }, { "epoch": 15.091463414634147, "grad_norm": 1.0790830850601196, "learning_rate": 1.3634823848238485e-05, "loss": 0.2778, "step": 2475 }, { "epoch": 15.24390243902439, "grad_norm": 0.44671347737312317, "learning_rate": 1.321138211382114e-05, "loss": 0.2961, "step": 2500 }, { "epoch": 15.396341463414634, "grad_norm": 0.4193664491176605, "learning_rate": 1.2787940379403795e-05, "loss": 0.2874, "step": 2525 }, { "epoch": 15.548780487804878, "grad_norm": 0.4943961501121521, "learning_rate": 1.2364498644986451e-05, "loss": 0.287, "step": 2550 }, { "epoch": 15.701219512195122, "grad_norm": 0.39981332421302795, "learning_rate": 1.1941056910569107e-05, "loss": 0.2829, "step": 2575 }, { "epoch": 15.853658536585366, "grad_norm": 0.4732746481895447, "learning_rate": 1.1517615176151763e-05, "loss": 0.2865, "step": 2600 }, { "epoch": 16.0, "eval_accuracy": 0.8546637744034707, "eval_loss": 0.6019545197486877, "eval_runtime": 39.1986, "eval_samples_per_second": 23.521, "eval_steps_per_second": 0.74, "step": 2624 }, { "epoch": 16.00609756097561, "grad_norm": 0.38862547278404236, "learning_rate": 1.1094173441734418e-05, "loss": 0.2925, "step": 2625 }, { "epoch": 16.158536585365855, "grad_norm": 0.5937957763671875, "learning_rate": 1.0670731707317074e-05, "loss": 0.2854, "step": 2650 }, { "epoch": 16.3109756097561, "grad_norm": 0.6209492087364197, "learning_rate": 1.0247289972899728e-05, "loss": 0.2838, "step": 2675 }, { "epoch": 16.463414634146343, "grad_norm": 0.9960609674453735, "learning_rate": 9.823848238482384e-06, "loss": 0.2808, "step": 2700 }, { "epoch": 16.615853658536587, "grad_norm": 0.48445960879325867, "learning_rate": 9.400406504065042e-06, "loss": 0.2857, "step": 2725 }, { "epoch": 16.76829268292683, "grad_norm": 0.7934386134147644, "learning_rate": 8.976964769647697e-06, "loss": 0.2806, "step": 2750 }, { "epoch": 16.920731707317074, "grad_norm": 1.530712366104126, "learning_rate": 8.553523035230353e-06, "loss": 0.2923, "step": 2775 }, { "epoch": 17.0, "eval_accuracy": 0.8568329718004338, "eval_loss": 0.6054571270942688, "eval_runtime": 40.7766, "eval_samples_per_second": 22.611, "eval_steps_per_second": 0.711, "step": 2788 }, { "epoch": 17.073170731707318, "grad_norm": 0.42646315693855286, "learning_rate": 8.130081300813009e-06, "loss": 0.2867, "step": 2800 }, { "epoch": 17.225609756097562, "grad_norm": 0.440929651260376, "learning_rate": 7.706639566395663e-06, "loss": 0.2835, "step": 2825 }, { "epoch": 17.378048780487806, "grad_norm": 0.4175315201282501, "learning_rate": 7.283197831978319e-06, "loss": 0.2908, "step": 2850 }, { "epoch": 17.53048780487805, "grad_norm": 0.3104482591152191, "learning_rate": 6.859756097560977e-06, "loss": 0.2908, "step": 2875 }, { "epoch": 17.682926829268293, "grad_norm": 0.582192599773407, "learning_rate": 6.4363143631436324e-06, "loss": 0.2835, "step": 2900 }, { "epoch": 17.835365853658537, "grad_norm": 0.26515841484069824, "learning_rate": 6.0128726287262874e-06, "loss": 0.2775, "step": 2925 }, { "epoch": 17.98780487804878, "grad_norm": 0.6080241799354553, "learning_rate": 5.589430894308943e-06, "loss": 0.281, "step": 2950 }, { "epoch": 18.0, "eval_accuracy": 0.8438177874186551, "eval_loss": 0.6052865982055664, "eval_runtime": 40.1833, "eval_samples_per_second": 22.945, "eval_steps_per_second": 0.722, "step": 2952 }, { "epoch": 18.140243902439025, "grad_norm": 0.4831451177597046, "learning_rate": 5.165989159891599e-06, "loss": 0.2845, "step": 2975 }, { "epoch": 18.29268292682927, "grad_norm": 0.5719716548919678, "learning_rate": 4.742547425474255e-06, "loss": 0.2838, "step": 3000 }, { "epoch": 18.445121951219512, "grad_norm": 0.3154873847961426, "learning_rate": 4.319105691056911e-06, "loss": 0.2811, "step": 3025 }, { "epoch": 18.597560975609756, "grad_norm": 0.23891954123973846, "learning_rate": 3.8956639566395666e-06, "loss": 0.2851, "step": 3050 }, { "epoch": 18.75, "grad_norm": 0.4182262122631073, "learning_rate": 3.4722222222222224e-06, "loss": 0.2809, "step": 3075 }, { "epoch": 18.902439024390244, "grad_norm": 0.21054212749004364, "learning_rate": 3.0487804878048782e-06, "loss": 0.2865, "step": 3100 }, { "epoch": 19.0, "eval_accuracy": 0.8503253796095445, "eval_loss": 0.6038812398910522, "eval_runtime": 40.5586, "eval_samples_per_second": 22.733, "eval_steps_per_second": 0.715, "step": 3116 }, { "epoch": 19.054878048780488, "grad_norm": 0.3340577781200409, "learning_rate": 2.625338753387534e-06, "loss": 0.2835, "step": 3125 }, { "epoch": 19.20731707317073, "grad_norm": 0.2887159585952759, "learning_rate": 2.2018970189701894e-06, "loss": 0.291, "step": 3150 }, { "epoch": 19.359756097560975, "grad_norm": 0.31478652358055115, "learning_rate": 1.7784552845528455e-06, "loss": 0.2865, "step": 3175 }, { "epoch": 19.51219512195122, "grad_norm": 0.397370845079422, "learning_rate": 1.3550135501355015e-06, "loss": 0.2845, "step": 3200 }, { "epoch": 19.664634146341463, "grad_norm": 0.48177850246429443, "learning_rate": 9.315718157181572e-07, "loss": 0.2836, "step": 3225 }, { "epoch": 19.817073170731707, "grad_norm": 0.3912806808948517, "learning_rate": 5.081300813008131e-07, "loss": 0.279, "step": 3250 }, { "epoch": 19.96951219512195, "grad_norm": 0.20423896610736847, "learning_rate": 8.468834688346885e-08, "loss": 0.28, "step": 3275 }, { "epoch": 20.0, "eval_accuracy": 0.8481561822125814, "eval_loss": 0.6056901216506958, "eval_runtime": 41.085, "eval_samples_per_second": 22.441, "eval_steps_per_second": 0.706, "step": 3280 }, { "epoch": 20.0, "step": 3280, "total_flos": 0.0, "train_loss": 0.3744926492252001, "train_runtime": 14758.7315, "train_samples_per_second": 7.079, "train_steps_per_second": 0.222 } ], "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 }