{ "best_metric": 0.9566261172294617, "best_model_checkpoint": "./kd_results/apple/mobilevit-small_alpha0.7_temp3.0_t3/checkpoint-2788", "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": 8.068937301635742, "learning_rate": 3.8109756097560976e-06, "loss": 0.7665, "step": 25 }, { "epoch": 0.3048780487804878, "grad_norm": 1.7976951599121094, "learning_rate": 7.621951219512195e-06, "loss": 0.5871, "step": 50 }, { "epoch": 0.4573170731707317, "grad_norm": 2.7205824851989746, "learning_rate": 1.1432926829268294e-05, "loss": 0.5684, "step": 75 }, { "epoch": 0.6097560975609756, "grad_norm": 2.772486686706543, "learning_rate": 1.524390243902439e-05, "loss": 0.5651, "step": 100 }, { "epoch": 0.7621951219512195, "grad_norm": 3.6146066188812256, "learning_rate": 1.9054878048780488e-05, "loss": 0.5625, "step": 125 }, { "epoch": 0.9146341463414634, "grad_norm": 2.03482723236084, "learning_rate": 2.286585365853659e-05, "loss": 0.5602, "step": 150 }, { "epoch": 1.0, "eval_accuracy": 0.2635574837310195, "eval_loss": 1.4016146659851074, "eval_runtime": 40.367, "eval_samples_per_second": 22.84, "eval_steps_per_second": 0.718, "step": 164 }, { "epoch": 1.0670731707317074, "grad_norm": 1.2862821817398071, "learning_rate": 2.6676829268292686e-05, "loss": 0.5641, "step": 175 }, { "epoch": 1.2195121951219512, "grad_norm": 1.9371393918991089, "learning_rate": 3.048780487804878e-05, "loss": 0.5582, "step": 200 }, { "epoch": 1.3719512195121952, "grad_norm": 3.7208340167999268, "learning_rate": 3.429878048780488e-05, "loss": 0.5542, "step": 225 }, { "epoch": 1.524390243902439, "grad_norm": 3.09954833984375, "learning_rate": 3.8109756097560976e-05, "loss": 0.5628, "step": 250 }, { "epoch": 1.6768292682926829, "grad_norm": 3.218473196029663, "learning_rate": 4.1920731707317077e-05, "loss": 0.558, "step": 275 }, { "epoch": 1.8292682926829267, "grad_norm": 3.0445876121520996, "learning_rate": 4.573170731707318e-05, "loss": 0.5355, "step": 300 }, { "epoch": 1.9817073170731707, "grad_norm": 1.5993388891220093, "learning_rate": 4.954268292682927e-05, "loss": 0.5293, "step": 325 }, { "epoch": 2.0, "eval_accuracy": 0.31778741865509763, "eval_loss": 1.339619517326355, "eval_runtime": 40.45, "eval_samples_per_second": 22.794, "eval_steps_per_second": 0.717, "step": 328 }, { "epoch": 2.1341463414634148, "grad_norm": 1.1602020263671875, "learning_rate": 4.962737127371274e-05, "loss": 0.526, "step": 350 }, { "epoch": 2.2865853658536586, "grad_norm": 3.2051305770874023, "learning_rate": 4.92039295392954e-05, "loss": 0.5216, "step": 375 }, { "epoch": 2.4390243902439024, "grad_norm": 4.029102325439453, "learning_rate": 4.878048780487805e-05, "loss": 0.495, "step": 400 }, { "epoch": 2.591463414634146, "grad_norm": 4.257214546203613, "learning_rate": 4.8357046070460704e-05, "loss": 0.5013, "step": 425 }, { "epoch": 2.7439024390243905, "grad_norm": 3.542896032333374, "learning_rate": 4.793360433604336e-05, "loss": 0.498, "step": 450 }, { "epoch": 2.8963414634146343, "grad_norm": 3.9297356605529785, "learning_rate": 4.7510162601626016e-05, "loss": 0.4722, "step": 475 }, { "epoch": 3.0, "eval_accuracy": 0.47396963123644253, "eval_loss": 1.1894437074661255, "eval_runtime": 40.4246, "eval_samples_per_second": 22.808, "eval_steps_per_second": 0.717, "step": 492 }, { "epoch": 3.048780487804878, "grad_norm": 3.230293035507202, "learning_rate": 4.7086720867208675e-05, "loss": 0.4738, "step": 500 }, { "epoch": 3.201219512195122, "grad_norm": 3.6131033897399902, "learning_rate": 4.6663279132791334e-05, "loss": 0.4726, "step": 525 }, { "epoch": 3.3536585365853657, "grad_norm": 3.685091018676758, "learning_rate": 4.6239837398373986e-05, "loss": 0.4472, "step": 550 }, { "epoch": 3.5060975609756095, "grad_norm": 2.7749123573303223, "learning_rate": 4.581639566395664e-05, "loss": 0.4436, "step": 575 }, { "epoch": 3.658536585365854, "grad_norm": 3.262700080871582, "learning_rate": 4.53929539295393e-05, "loss": 0.4446, "step": 600 }, { "epoch": 3.8109756097560976, "grad_norm": 3.2966811656951904, "learning_rate": 4.496951219512196e-05, "loss": 0.4332, "step": 625 }, { "epoch": 3.9634146341463414, "grad_norm": 6.128195285797119, "learning_rate": 4.454607046070461e-05, "loss": 0.4285, "step": 650 }, { "epoch": 4.0, "eval_accuracy": 0.5336225596529284, "eval_loss": 1.1300371885299683, "eval_runtime": 41.4736, "eval_samples_per_second": 22.231, "eval_steps_per_second": 0.699, "step": 656 }, { "epoch": 4.115853658536586, "grad_norm": 1.3390623331069946, "learning_rate": 4.412262872628726e-05, "loss": 0.429, "step": 675 }, { "epoch": 4.2682926829268295, "grad_norm": 2.997009038925171, "learning_rate": 4.369918699186992e-05, "loss": 0.426, "step": 700 }, { "epoch": 4.420731707317073, "grad_norm": 3.32063364982605, "learning_rate": 4.3275745257452574e-05, "loss": 0.4108, "step": 725 }, { "epoch": 4.573170731707317, "grad_norm": 6.243458271026611, "learning_rate": 4.285230352303523e-05, "loss": 0.4249, "step": 750 }, { "epoch": 4.725609756097561, "grad_norm": 3.801074981689453, "learning_rate": 4.242886178861789e-05, "loss": 0.4069, "step": 775 }, { "epoch": 4.878048780487805, "grad_norm": 2.7360901832580566, "learning_rate": 4.2005420054200545e-05, "loss": 0.4026, "step": 800 }, { "epoch": 5.0, "eval_accuracy": 0.5824295010845987, "eval_loss": 1.0758073329925537, "eval_runtime": 41.8594, "eval_samples_per_second": 22.026, "eval_steps_per_second": 0.693, "step": 820 }, { "epoch": 5.030487804878049, "grad_norm": 4.799595832824707, "learning_rate": 4.15819783197832e-05, "loss": 0.4173, "step": 825 }, { "epoch": 5.182926829268292, "grad_norm": 2.9078187942504883, "learning_rate": 4.1158536585365856e-05, "loss": 0.3998, "step": 850 }, { "epoch": 5.335365853658536, "grad_norm": 3.774778366088867, "learning_rate": 4.0735094850948516e-05, "loss": 0.3861, "step": 875 }, { "epoch": 5.487804878048781, "grad_norm": 4.949164390563965, "learning_rate": 4.031165311653117e-05, "loss": 0.3931, "step": 900 }, { "epoch": 5.640243902439025, "grad_norm": 3.3501133918762207, "learning_rate": 3.988821138211382e-05, "loss": 0.392, "step": 925 }, { "epoch": 5.7926829268292686, "grad_norm": 1.3912969827651978, "learning_rate": 3.946476964769648e-05, "loss": 0.3871, "step": 950 }, { "epoch": 5.945121951219512, "grad_norm": 1.8055741786956787, "learning_rate": 3.904132791327913e-05, "loss": 0.3918, "step": 975 }, { "epoch": 6.0, "eval_accuracy": 0.5900216919739696, "eval_loss": 1.0469610691070557, "eval_runtime": 40.9778, "eval_samples_per_second": 22.5, "eval_steps_per_second": 0.708, "step": 984 }, { "epoch": 6.097560975609756, "grad_norm": 5.702024459838867, "learning_rate": 3.861788617886179e-05, "loss": 0.3849, "step": 1000 }, { "epoch": 6.25, "grad_norm": 2.4023022651672363, "learning_rate": 3.8194444444444444e-05, "loss": 0.3821, "step": 1025 }, { "epoch": 6.402439024390244, "grad_norm": 1.873747706413269, "learning_rate": 3.77710027100271e-05, "loss": 0.384, "step": 1050 }, { "epoch": 6.554878048780488, "grad_norm": 3.79156231880188, "learning_rate": 3.7347560975609755e-05, "loss": 0.3828, "step": 1075 }, { "epoch": 6.7073170731707314, "grad_norm": 4.098422527313232, "learning_rate": 3.6924119241192415e-05, "loss": 0.3773, "step": 1100 }, { "epoch": 6.859756097560975, "grad_norm": 1.7072761058807373, "learning_rate": 3.6500677506775074e-05, "loss": 0.3733, "step": 1125 }, { "epoch": 7.0, "eval_accuracy": 0.6095444685466378, "eval_loss": 1.0197956562042236, "eval_runtime": 40.4455, "eval_samples_per_second": 22.796, "eval_steps_per_second": 0.717, "step": 1148 }, { "epoch": 7.012195121951219, "grad_norm": 1.8962244987487793, "learning_rate": 3.6077235772357726e-05, "loss": 0.3679, "step": 1150 }, { "epoch": 7.164634146341464, "grad_norm": 2.354288101196289, "learning_rate": 3.565379403794038e-05, "loss": 0.3651, "step": 1175 }, { "epoch": 7.317073170731708, "grad_norm": 2.6500818729400635, "learning_rate": 3.523035230352303e-05, "loss": 0.3563, "step": 1200 }, { "epoch": 7.469512195121951, "grad_norm": 4.6288933753967285, "learning_rate": 3.48069105691057e-05, "loss": 0.3521, "step": 1225 }, { "epoch": 7.621951219512195, "grad_norm": 2.5447182655334473, "learning_rate": 3.438346883468835e-05, "loss": 0.3664, "step": 1250 }, { "epoch": 7.774390243902439, "grad_norm": 3.541546583175659, "learning_rate": 3.3960027100271e-05, "loss": 0.3613, "step": 1275 }, { "epoch": 7.926829268292683, "grad_norm": 3.149768590927124, "learning_rate": 3.353658536585366e-05, "loss": 0.3622, "step": 1300 }, { "epoch": 8.0, "eval_accuracy": 0.6355748373101953, "eval_loss": 0.9974873661994934, "eval_runtime": 41.2546, "eval_samples_per_second": 22.349, "eval_steps_per_second": 0.703, "step": 1312 }, { "epoch": 8.079268292682928, "grad_norm": 3.627375602722168, "learning_rate": 3.3113143631436314e-05, "loss": 0.3529, "step": 1325 }, { "epoch": 8.231707317073171, "grad_norm": 4.361692428588867, "learning_rate": 3.268970189701897e-05, "loss": 0.344, "step": 1350 }, { "epoch": 8.384146341463415, "grad_norm": 3.2309417724609375, "learning_rate": 3.226626016260163e-05, "loss": 0.3594, "step": 1375 }, { "epoch": 8.536585365853659, "grad_norm": 1.337557315826416, "learning_rate": 3.1842818428184285e-05, "loss": 0.3381, "step": 1400 }, { "epoch": 8.689024390243903, "grad_norm": 2.6758828163146973, "learning_rate": 3.141937669376694e-05, "loss": 0.3564, "step": 1425 }, { "epoch": 8.841463414634147, "grad_norm": 3.8586676120758057, "learning_rate": 3.0995934959349596e-05, "loss": 0.3403, "step": 1450 }, { "epoch": 8.99390243902439, "grad_norm": 3.7615859508514404, "learning_rate": 3.0572493224932255e-05, "loss": 0.3504, "step": 1475 }, { "epoch": 9.0, "eval_accuracy": 0.6052060737527115, "eval_loss": 0.997992753982544, "eval_runtime": 41.0691, "eval_samples_per_second": 22.45, "eval_steps_per_second": 0.706, "step": 1476 }, { "epoch": 9.146341463414634, "grad_norm": 1.4145981073379517, "learning_rate": 3.0149051490514908e-05, "loss": 0.3369, "step": 1500 }, { "epoch": 9.298780487804878, "grad_norm": 3.1288559436798096, "learning_rate": 2.972560975609756e-05, "loss": 0.3488, "step": 1525 }, { "epoch": 9.451219512195122, "grad_norm": 3.6095070838928223, "learning_rate": 2.930216802168022e-05, "loss": 0.3373, "step": 1550 }, { "epoch": 9.603658536585366, "grad_norm": 3.40952205657959, "learning_rate": 2.8878726287262875e-05, "loss": 0.3333, "step": 1575 }, { "epoch": 9.75609756097561, "grad_norm": 3.9528234004974365, "learning_rate": 2.8455284552845528e-05, "loss": 0.3442, "step": 1600 }, { "epoch": 9.908536585365853, "grad_norm": 2.3063442707061768, "learning_rate": 2.8031842818428184e-05, "loss": 0.3345, "step": 1625 }, { "epoch": 10.0, "eval_accuracy": 0.6171366594360087, "eval_loss": 1.0102119445800781, "eval_runtime": 41.0313, "eval_samples_per_second": 22.471, "eval_steps_per_second": 0.707, "step": 1640 }, { "epoch": 10.060975609756097, "grad_norm": 2.8857736587524414, "learning_rate": 2.7608401084010843e-05, "loss": 0.3346, "step": 1650 }, { "epoch": 10.213414634146341, "grad_norm": 1.7870771884918213, "learning_rate": 2.71849593495935e-05, "loss": 0.3275, "step": 1675 }, { "epoch": 10.365853658536585, "grad_norm": 4.46469783782959, "learning_rate": 2.676151761517615e-05, "loss": 0.3398, "step": 1700 }, { "epoch": 10.518292682926829, "grad_norm": 2.4383885860443115, "learning_rate": 2.633807588075881e-05, "loss": 0.329, "step": 1725 }, { "epoch": 10.670731707317072, "grad_norm": 2.1877756118774414, "learning_rate": 2.5914634146341466e-05, "loss": 0.3239, "step": 1750 }, { "epoch": 10.823170731707316, "grad_norm": 3.2625539302825928, "learning_rate": 2.549119241192412e-05, "loss": 0.3329, "step": 1775 }, { "epoch": 10.975609756097562, "grad_norm": 4.354867458343506, "learning_rate": 2.5067750677506774e-05, "loss": 0.3362, "step": 1800 }, { "epoch": 11.0, "eval_accuracy": 0.6008676789587852, "eval_loss": 1.012461543083191, "eval_runtime": 41.0714, "eval_samples_per_second": 22.449, "eval_steps_per_second": 0.706, "step": 1804 }, { "epoch": 11.128048780487806, "grad_norm": 5.102630138397217, "learning_rate": 2.464430894308943e-05, "loss": 0.3373, "step": 1825 }, { "epoch": 11.28048780487805, "grad_norm": 3.905867338180542, "learning_rate": 2.422086720867209e-05, "loss": 0.3228, "step": 1850 }, { "epoch": 11.432926829268293, "grad_norm": 3.5207550525665283, "learning_rate": 2.3797425474254745e-05, "loss": 0.3215, "step": 1875 }, { "epoch": 11.585365853658537, "grad_norm": 4.22362756729126, "learning_rate": 2.3373983739837398e-05, "loss": 0.321, "step": 1900 }, { "epoch": 11.737804878048781, "grad_norm": 2.190922498703003, "learning_rate": 2.2950542005420057e-05, "loss": 0.3286, "step": 1925 }, { "epoch": 11.890243902439025, "grad_norm": 4.008134365081787, "learning_rate": 2.252710027100271e-05, "loss": 0.3281, "step": 1950 }, { "epoch": 12.0, "eval_accuracy": 0.6301518438177874, "eval_loss": 0.9796279668807983, "eval_runtime": 41.1914, "eval_samples_per_second": 22.383, "eval_steps_per_second": 0.704, "step": 1968 }, { "epoch": 12.042682926829269, "grad_norm": 1.8417494297027588, "learning_rate": 2.210365853658537e-05, "loss": 0.3275, "step": 1975 }, { "epoch": 12.195121951219512, "grad_norm": 2.1919643878936768, "learning_rate": 2.1680216802168024e-05, "loss": 0.312, "step": 2000 }, { "epoch": 12.347560975609756, "grad_norm": 4.401681900024414, "learning_rate": 2.1256775067750677e-05, "loss": 0.3213, "step": 2025 }, { "epoch": 12.5, "grad_norm": 2.55501389503479, "learning_rate": 2.0833333333333336e-05, "loss": 0.3194, "step": 2050 }, { "epoch": 12.652439024390244, "grad_norm": 1.9148985147476196, "learning_rate": 2.040989159891599e-05, "loss": 0.3181, "step": 2075 }, { "epoch": 12.804878048780488, "grad_norm": 2.983046054840088, "learning_rate": 1.9986449864498648e-05, "loss": 0.3096, "step": 2100 }, { "epoch": 12.957317073170731, "grad_norm": 2.8490724563598633, "learning_rate": 1.95630081300813e-05, "loss": 0.3146, "step": 2125 }, { "epoch": 13.0, "eval_accuracy": 0.6616052060737527, "eval_loss": 0.9591848850250244, "eval_runtime": 40.9905, "eval_samples_per_second": 22.493, "eval_steps_per_second": 0.707, "step": 2132 }, { "epoch": 13.109756097560975, "grad_norm": 2.6641592979431152, "learning_rate": 1.9139566395663956e-05, "loss": 0.3186, "step": 2150 }, { "epoch": 13.262195121951219, "grad_norm": 2.278855800628662, "learning_rate": 1.8716124661246615e-05, "loss": 0.3172, "step": 2175 }, { "epoch": 13.414634146341463, "grad_norm": 2.147651195526123, "learning_rate": 1.8292682926829268e-05, "loss": 0.3151, "step": 2200 }, { "epoch": 13.567073170731707, "grad_norm": 1.7433544397354126, "learning_rate": 1.7869241192411927e-05, "loss": 0.3065, "step": 2225 }, { "epoch": 13.71951219512195, "grad_norm": 3.9199421405792236, "learning_rate": 1.744579945799458e-05, "loss": 0.3051, "step": 2250 }, { "epoch": 13.871951219512194, "grad_norm": 1.637223243713379, "learning_rate": 1.702235772357724e-05, "loss": 0.3172, "step": 2275 }, { "epoch": 14.0, "eval_accuracy": 0.6475054229934925, "eval_loss": 0.9733015298843384, "eval_runtime": 40.3794, "eval_samples_per_second": 22.833, "eval_steps_per_second": 0.718, "step": 2296 }, { "epoch": 14.024390243902438, "grad_norm": 3.8937485218048096, "learning_rate": 1.659891598915989e-05, "loss": 0.3116, "step": 2300 }, { "epoch": 14.176829268292684, "grad_norm": 3.694873809814453, "learning_rate": 1.6175474254742547e-05, "loss": 0.3108, "step": 2325 }, { "epoch": 14.329268292682928, "grad_norm": 3.432950735092163, "learning_rate": 1.5752032520325206e-05, "loss": 0.3052, "step": 2350 }, { "epoch": 14.481707317073171, "grad_norm": 1.0661758184432983, "learning_rate": 1.532859078590786e-05, "loss": 0.3057, "step": 2375 }, { "epoch": 14.634146341463415, "grad_norm": 3.632337808609009, "learning_rate": 1.4905149051490516e-05, "loss": 0.312, "step": 2400 }, { "epoch": 14.786585365853659, "grad_norm": 1.7915321588516235, "learning_rate": 1.448170731707317e-05, "loss": 0.3089, "step": 2425 }, { "epoch": 14.939024390243903, "grad_norm": 2.4583942890167236, "learning_rate": 1.4058265582655828e-05, "loss": 0.3091, "step": 2450 }, { "epoch": 15.0, "eval_accuracy": 0.6540130151843818, "eval_loss": 0.9678862690925598, "eval_runtime": 40.1458, "eval_samples_per_second": 22.966, "eval_steps_per_second": 0.722, "step": 2460 }, { "epoch": 15.091463414634147, "grad_norm": 3.025009870529175, "learning_rate": 1.3634823848238485e-05, "loss": 0.298, "step": 2475 }, { "epoch": 15.24390243902439, "grad_norm": 3.4300453662872314, "learning_rate": 1.321138211382114e-05, "loss": 0.3074, "step": 2500 }, { "epoch": 15.396341463414634, "grad_norm": 1.541405200958252, "learning_rate": 1.2787940379403795e-05, "loss": 0.3062, "step": 2525 }, { "epoch": 15.548780487804878, "grad_norm": 2.387010097503662, "learning_rate": 1.2364498644986451e-05, "loss": 0.2945, "step": 2550 }, { "epoch": 15.701219512195122, "grad_norm": 2.736443519592285, "learning_rate": 1.1941056910569107e-05, "loss": 0.3052, "step": 2575 }, { "epoch": 15.853658536585366, "grad_norm": 1.431464672088623, "learning_rate": 1.1517615176151763e-05, "loss": 0.3071, "step": 2600 }, { "epoch": 16.0, "eval_accuracy": 0.6507592190889371, "eval_loss": 0.9691238403320312, "eval_runtime": 39.6989, "eval_samples_per_second": 23.225, "eval_steps_per_second": 0.73, "step": 2624 }, { "epoch": 16.00609756097561, "grad_norm": 2.9343862533569336, "learning_rate": 1.1094173441734418e-05, "loss": 0.306, "step": 2625 }, { "epoch": 16.158536585365855, "grad_norm": 2.295952081680298, "learning_rate": 1.0670731707317074e-05, "loss": 0.2991, "step": 2650 }, { "epoch": 16.3109756097561, "grad_norm": 4.23213529586792, "learning_rate": 1.0247289972899728e-05, "loss": 0.2971, "step": 2675 }, { "epoch": 16.463414634146343, "grad_norm": 2.456118583679199, "learning_rate": 9.823848238482384e-06, "loss": 0.2962, "step": 2700 }, { "epoch": 16.615853658536587, "grad_norm": 1.444655179977417, "learning_rate": 9.400406504065042e-06, "loss": 0.303, "step": 2725 }, { "epoch": 16.76829268292683, "grad_norm": 3.4977266788482666, "learning_rate": 8.976964769647697e-06, "loss": 0.2963, "step": 2750 }, { "epoch": 16.920731707317074, "grad_norm": 2.6125636100769043, "learning_rate": 8.553523035230353e-06, "loss": 0.3073, "step": 2775 }, { "epoch": 17.0, "eval_accuracy": 0.6616052060737527, "eval_loss": 0.9566261172294617, "eval_runtime": 40.7013, "eval_samples_per_second": 22.653, "eval_steps_per_second": 0.713, "step": 2788 }, { "epoch": 17.073170731707318, "grad_norm": 2.241692066192627, "learning_rate": 8.130081300813009e-06, "loss": 0.3013, "step": 2800 }, { "epoch": 17.225609756097562, "grad_norm": 1.112600326538086, "learning_rate": 7.706639566395663e-06, "loss": 0.2911, "step": 2825 }, { "epoch": 17.378048780487806, "grad_norm": 2.2839741706848145, "learning_rate": 7.283197831978319e-06, "loss": 0.3048, "step": 2850 }, { "epoch": 17.53048780487805, "grad_norm": 2.7641336917877197, "learning_rate": 6.859756097560977e-06, "loss": 0.3041, "step": 2875 }, { "epoch": 17.682926829268293, "grad_norm": 1.2625651359558105, "learning_rate": 6.4363143631436324e-06, "loss": 0.3002, "step": 2900 }, { "epoch": 17.835365853658537, "grad_norm": 2.472018241882324, "learning_rate": 6.0128726287262874e-06, "loss": 0.2953, "step": 2925 }, { "epoch": 17.98780487804878, "grad_norm": 1.4805189371109009, "learning_rate": 5.589430894308943e-06, "loss": 0.2953, "step": 2950 }, { "epoch": 18.0, "eval_accuracy": 0.648590021691974, "eval_loss": 0.9578619003295898, "eval_runtime": 41.3628, "eval_samples_per_second": 22.291, "eval_steps_per_second": 0.701, "step": 2952 }, { "epoch": 18.140243902439025, "grad_norm": 1.534975290298462, "learning_rate": 5.165989159891599e-06, "loss": 0.2983, "step": 2975 }, { "epoch": 18.29268292682927, "grad_norm": 3.629396677017212, "learning_rate": 4.742547425474255e-06, "loss": 0.2982, "step": 3000 }, { "epoch": 18.445121951219512, "grad_norm": 1.30571448802948, "learning_rate": 4.319105691056911e-06, "loss": 0.2972, "step": 3025 }, { "epoch": 18.597560975609756, "grad_norm": 1.2913093566894531, "learning_rate": 3.8956639566395666e-06, "loss": 0.2961, "step": 3050 }, { "epoch": 18.75, "grad_norm": 1.5529708862304688, "learning_rate": 3.4722222222222224e-06, "loss": 0.2923, "step": 3075 }, { "epoch": 18.902439024390244, "grad_norm": 2.1228458881378174, "learning_rate": 3.0487804878048782e-06, "loss": 0.3014, "step": 3100 }, { "epoch": 19.0, "eval_accuracy": 0.6605206073752712, "eval_loss": 0.9578254818916321, "eval_runtime": 40.314, "eval_samples_per_second": 22.87, "eval_steps_per_second": 0.719, "step": 3116 }, { "epoch": 19.054878048780488, "grad_norm": 2.608959436416626, "learning_rate": 2.625338753387534e-06, "loss": 0.2944, "step": 3125 }, { "epoch": 19.20731707317073, "grad_norm": 1.4581996202468872, "learning_rate": 2.2018970189701894e-06, "loss": 0.3009, "step": 3150 }, { "epoch": 19.359756097560975, "grad_norm": 1.045812964439392, "learning_rate": 1.7784552845528455e-06, "loss": 0.2979, "step": 3175 }, { "epoch": 19.51219512195122, "grad_norm": 1.0459766387939453, "learning_rate": 1.3550135501355015e-06, "loss": 0.2938, "step": 3200 }, { "epoch": 19.664634146341463, "grad_norm": 2.3936879634857178, "learning_rate": 9.315718157181572e-07, "loss": 0.2976, "step": 3225 }, { "epoch": 19.817073170731707, "grad_norm": 3.6012637615203857, "learning_rate": 5.081300813008131e-07, "loss": 0.2921, "step": 3250 }, { "epoch": 19.96951219512195, "grad_norm": 1.0907233953475952, "learning_rate": 8.468834688346885e-08, "loss": 0.2909, "step": 3275 }, { "epoch": 20.0, "eval_accuracy": 0.6550976138828634, "eval_loss": 0.959929883480072, "eval_runtime": 40.9305, "eval_samples_per_second": 22.526, "eval_steps_per_second": 0.709, "step": 3280 }, { "epoch": 20.0, "step": 3280, "total_flos": 0.0, "train_loss": 0.37087090215305, "train_runtime": 14479.2181, "train_samples_per_second": 7.216, "train_steps_per_second": 0.227 } ], "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 }