sekarmulyani's picture
Upload 10 files
7a6c098
raw
history blame
25.2 kB
{
"best_metric": 0.5357989568515884,
"best_model_checkpoint": "./indobertweet-review-rating/checkpoint-93240",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 93240,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 1.996782496782497e-05,
"loss": 0.4164,
"step": 500
},
{
"epoch": 0.06,
"learning_rate": 1.9935649935649937e-05,
"loss": 0.3806,
"step": 1000
},
{
"epoch": 0.1,
"learning_rate": 1.9903474903474905e-05,
"loss": 0.3775,
"step": 1500
},
{
"epoch": 0.13,
"learning_rate": 1.9871299871299873e-05,
"loss": 0.373,
"step": 2000
},
{
"epoch": 0.16,
"learning_rate": 1.983912483912484e-05,
"loss": 0.3697,
"step": 2500
},
{
"epoch": 0.19,
"learning_rate": 1.980694980694981e-05,
"loss": 0.3687,
"step": 3000
},
{
"epoch": 0.23,
"learning_rate": 1.9774774774774777e-05,
"loss": 0.3683,
"step": 3500
},
{
"epoch": 0.26,
"learning_rate": 1.9742599742599745e-05,
"loss": 0.3591,
"step": 4000
},
{
"epoch": 0.29,
"learning_rate": 1.9710424710424713e-05,
"loss": 0.37,
"step": 4500
},
{
"epoch": 0.32,
"learning_rate": 1.967824967824968e-05,
"loss": 0.3643,
"step": 5000
},
{
"epoch": 0.35,
"learning_rate": 1.964607464607465e-05,
"loss": 0.3664,
"step": 5500
},
{
"epoch": 0.39,
"learning_rate": 1.9613899613899616e-05,
"loss": 0.3644,
"step": 6000
},
{
"epoch": 0.42,
"learning_rate": 1.9581724581724584e-05,
"loss": 0.3633,
"step": 6500
},
{
"epoch": 0.45,
"learning_rate": 1.9549549549549552e-05,
"loss": 0.3616,
"step": 7000
},
{
"epoch": 0.48,
"learning_rate": 1.951737451737452e-05,
"loss": 0.3659,
"step": 7500
},
{
"epoch": 0.51,
"learning_rate": 1.9485199485199485e-05,
"loss": 0.3613,
"step": 8000
},
{
"epoch": 0.55,
"learning_rate": 1.9453024453024453e-05,
"loss": 0.3661,
"step": 8500
},
{
"epoch": 0.58,
"learning_rate": 1.942084942084942e-05,
"loss": 0.3605,
"step": 9000
},
{
"epoch": 0.61,
"learning_rate": 1.9388674388674392e-05,
"loss": 0.3544,
"step": 9500
},
{
"epoch": 0.64,
"learning_rate": 1.935649935649936e-05,
"loss": 0.3599,
"step": 10000
},
{
"epoch": 0.68,
"learning_rate": 1.9324324324324328e-05,
"loss": 0.3583,
"step": 10500
},
{
"epoch": 0.71,
"learning_rate": 1.9292149292149292e-05,
"loss": 0.3571,
"step": 11000
},
{
"epoch": 0.74,
"learning_rate": 1.925997425997426e-05,
"loss": 0.3598,
"step": 11500
},
{
"epoch": 0.77,
"learning_rate": 1.9227799227799228e-05,
"loss": 0.3567,
"step": 12000
},
{
"epoch": 0.8,
"learning_rate": 1.9195624195624196e-05,
"loss": 0.3572,
"step": 12500
},
{
"epoch": 0.84,
"learning_rate": 1.9163449163449167e-05,
"loss": 0.3512,
"step": 13000
},
{
"epoch": 0.87,
"learning_rate": 1.9131274131274135e-05,
"loss": 0.3565,
"step": 13500
},
{
"epoch": 0.9,
"learning_rate": 1.90990990990991e-05,
"loss": 0.3452,
"step": 14000
},
{
"epoch": 0.93,
"learning_rate": 1.9066924066924067e-05,
"loss": 0.3531,
"step": 14500
},
{
"epoch": 0.97,
"learning_rate": 1.9034749034749035e-05,
"loss": 0.3475,
"step": 15000
},
{
"epoch": 1.0,
"learning_rate": 1.9002574002574003e-05,
"loss": 0.3579,
"step": 15500
},
{
"epoch": 1.0,
"eval_akurasi": 0.38799603174603176,
"eval_f1": 0.4929409550103533,
"eval_loss": 0.3472347557544708,
"eval_roc_auc": 0.6709201388888889,
"eval_runtime": 170.7708,
"eval_samples_per_second": 59.026,
"eval_steps_per_second": 7.378,
"step": 15540
},
{
"epoch": 1.03,
"learning_rate": 1.897039897039897e-05,
"loss": 0.3402,
"step": 16000
},
{
"epoch": 1.06,
"learning_rate": 1.8938223938223942e-05,
"loss": 0.3325,
"step": 16500
},
{
"epoch": 1.09,
"learning_rate": 1.8906048906048907e-05,
"loss": 0.3306,
"step": 17000
},
{
"epoch": 1.13,
"learning_rate": 1.8873873873873875e-05,
"loss": 0.3326,
"step": 17500
},
{
"epoch": 1.16,
"learning_rate": 1.8841698841698843e-05,
"loss": 0.3387,
"step": 18000
},
{
"epoch": 1.19,
"learning_rate": 1.880952380952381e-05,
"loss": 0.3336,
"step": 18500
},
{
"epoch": 1.22,
"learning_rate": 1.877734877734878e-05,
"loss": 0.3367,
"step": 19000
},
{
"epoch": 1.25,
"learning_rate": 1.8745173745173746e-05,
"loss": 0.3332,
"step": 19500
},
{
"epoch": 1.29,
"learning_rate": 1.8712998712998714e-05,
"loss": 0.3305,
"step": 20000
},
{
"epoch": 1.32,
"learning_rate": 1.8680823680823682e-05,
"loss": 0.3335,
"step": 20500
},
{
"epoch": 1.35,
"learning_rate": 1.864864864864865e-05,
"loss": 0.3349,
"step": 21000
},
{
"epoch": 1.38,
"learning_rate": 1.8616473616473618e-05,
"loss": 0.3327,
"step": 21500
},
{
"epoch": 1.42,
"learning_rate": 1.8584298584298586e-05,
"loss": 0.3268,
"step": 22000
},
{
"epoch": 1.45,
"learning_rate": 1.8552123552123554e-05,
"loss": 0.3264,
"step": 22500
},
{
"epoch": 1.48,
"learning_rate": 1.8519948519948522e-05,
"loss": 0.3375,
"step": 23000
},
{
"epoch": 1.51,
"learning_rate": 1.848777348777349e-05,
"loss": 0.333,
"step": 23500
},
{
"epoch": 1.54,
"learning_rate": 1.8455598455598458e-05,
"loss": 0.3373,
"step": 24000
},
{
"epoch": 1.58,
"learning_rate": 1.8423423423423425e-05,
"loss": 0.3327,
"step": 24500
},
{
"epoch": 1.61,
"learning_rate": 1.8391248391248393e-05,
"loss": 0.3297,
"step": 25000
},
{
"epoch": 1.64,
"learning_rate": 1.835907335907336e-05,
"loss": 0.3413,
"step": 25500
},
{
"epoch": 1.67,
"learning_rate": 1.832689832689833e-05,
"loss": 0.3303,
"step": 26000
},
{
"epoch": 1.71,
"learning_rate": 1.8294723294723297e-05,
"loss": 0.3305,
"step": 26500
},
{
"epoch": 1.74,
"learning_rate": 1.826254826254826e-05,
"loss": 0.3334,
"step": 27000
},
{
"epoch": 1.77,
"learning_rate": 1.8230373230373233e-05,
"loss": 0.331,
"step": 27500
},
{
"epoch": 1.8,
"learning_rate": 1.81981981981982e-05,
"loss": 0.3382,
"step": 28000
},
{
"epoch": 1.83,
"learning_rate": 1.816602316602317e-05,
"loss": 0.3361,
"step": 28500
},
{
"epoch": 1.87,
"learning_rate": 1.8133848133848137e-05,
"loss": 0.34,
"step": 29000
},
{
"epoch": 1.9,
"learning_rate": 1.8101673101673104e-05,
"loss": 0.3382,
"step": 29500
},
{
"epoch": 1.93,
"learning_rate": 1.806949806949807e-05,
"loss": 0.3293,
"step": 30000
},
{
"epoch": 1.96,
"learning_rate": 1.8037323037323037e-05,
"loss": 0.3291,
"step": 30500
},
{
"epoch": 1.99,
"learning_rate": 1.8005148005148008e-05,
"loss": 0.3286,
"step": 31000
},
{
"epoch": 2.0,
"eval_akurasi": 0.43134920634920637,
"eval_f1": 0.5178539599548453,
"eval_loss": 0.34680771827697754,
"eval_roc_auc": 0.6864955357142858,
"eval_runtime": 170.8274,
"eval_samples_per_second": 59.007,
"eval_steps_per_second": 7.376,
"step": 31080
},
{
"epoch": 2.03,
"learning_rate": 1.7972972972972976e-05,
"loss": 0.3128,
"step": 31500
},
{
"epoch": 2.06,
"learning_rate": 1.7940797940797944e-05,
"loss": 0.301,
"step": 32000
},
{
"epoch": 2.09,
"learning_rate": 1.7908622908622912e-05,
"loss": 0.3053,
"step": 32500
},
{
"epoch": 2.12,
"learning_rate": 1.7876447876447876e-05,
"loss": 0.3079,
"step": 33000
},
{
"epoch": 2.16,
"learning_rate": 1.7844272844272844e-05,
"loss": 0.3001,
"step": 33500
},
{
"epoch": 2.19,
"learning_rate": 1.7812097812097812e-05,
"loss": 0.3017,
"step": 34000
},
{
"epoch": 2.22,
"learning_rate": 1.7779922779922783e-05,
"loss": 0.2996,
"step": 34500
},
{
"epoch": 2.25,
"learning_rate": 1.774774774774775e-05,
"loss": 0.306,
"step": 35000
},
{
"epoch": 2.28,
"learning_rate": 1.7715572715572716e-05,
"loss": 0.3084,
"step": 35500
},
{
"epoch": 2.32,
"learning_rate": 1.7683397683397684e-05,
"loss": 0.3139,
"step": 36000
},
{
"epoch": 2.35,
"learning_rate": 1.7651222651222652e-05,
"loss": 0.3106,
"step": 36500
},
{
"epoch": 2.38,
"learning_rate": 1.761904761904762e-05,
"loss": 0.306,
"step": 37000
},
{
"epoch": 2.41,
"learning_rate": 1.7586872586872588e-05,
"loss": 0.3108,
"step": 37500
},
{
"epoch": 2.45,
"learning_rate": 1.7554697554697555e-05,
"loss": 0.3155,
"step": 38000
},
{
"epoch": 2.48,
"learning_rate": 1.7522522522522523e-05,
"loss": 0.3021,
"step": 38500
},
{
"epoch": 2.51,
"learning_rate": 1.749034749034749e-05,
"loss": 0.31,
"step": 39000
},
{
"epoch": 2.54,
"learning_rate": 1.745817245817246e-05,
"loss": 0.3061,
"step": 39500
},
{
"epoch": 2.57,
"learning_rate": 1.7425997425997427e-05,
"loss": 0.3108,
"step": 40000
},
{
"epoch": 2.61,
"learning_rate": 1.7393822393822395e-05,
"loss": 0.3028,
"step": 40500
},
{
"epoch": 2.64,
"learning_rate": 1.7361647361647363e-05,
"loss": 0.3081,
"step": 41000
},
{
"epoch": 2.67,
"learning_rate": 1.732947232947233e-05,
"loss": 0.3091,
"step": 41500
},
{
"epoch": 2.7,
"learning_rate": 1.72972972972973e-05,
"loss": 0.3063,
"step": 42000
},
{
"epoch": 2.73,
"learning_rate": 1.7265122265122267e-05,
"loss": 0.3085,
"step": 42500
},
{
"epoch": 2.77,
"learning_rate": 1.7232947232947234e-05,
"loss": 0.3079,
"step": 43000
},
{
"epoch": 2.8,
"learning_rate": 1.7200772200772202e-05,
"loss": 0.3109,
"step": 43500
},
{
"epoch": 2.83,
"learning_rate": 1.716859716859717e-05,
"loss": 0.3135,
"step": 44000
},
{
"epoch": 2.86,
"learning_rate": 1.7136422136422138e-05,
"loss": 0.3063,
"step": 44500
},
{
"epoch": 2.9,
"learning_rate": 1.7104247104247106e-05,
"loss": 0.3173,
"step": 45000
},
{
"epoch": 2.93,
"learning_rate": 1.7072072072072074e-05,
"loss": 0.3082,
"step": 45500
},
{
"epoch": 2.96,
"learning_rate": 1.7039897039897042e-05,
"loss": 0.3047,
"step": 46000
},
{
"epoch": 2.99,
"learning_rate": 1.700772200772201e-05,
"loss": 0.3124,
"step": 46500
},
{
"epoch": 3.0,
"eval_akurasi": 0.4599206349206349,
"eval_f1": 0.5274112829845313,
"eval_loss": 0.3588548004627228,
"eval_roc_auc": 0.6944568452380953,
"eval_runtime": 171.0225,
"eval_samples_per_second": 58.94,
"eval_steps_per_second": 7.367,
"step": 46620
},
{
"epoch": 3.02,
"learning_rate": 1.6975546975546978e-05,
"loss": 0.2838,
"step": 47000
},
{
"epoch": 3.06,
"learning_rate": 1.6943371943371946e-05,
"loss": 0.2749,
"step": 47500
},
{
"epoch": 3.09,
"learning_rate": 1.6911196911196913e-05,
"loss": 0.2808,
"step": 48000
},
{
"epoch": 3.12,
"learning_rate": 1.6879021879021878e-05,
"loss": 0.2751,
"step": 48500
},
{
"epoch": 3.15,
"learning_rate": 1.6846846846846846e-05,
"loss": 0.279,
"step": 49000
},
{
"epoch": 3.19,
"learning_rate": 1.6814671814671817e-05,
"loss": 0.2743,
"step": 49500
},
{
"epoch": 3.22,
"learning_rate": 1.6782496782496785e-05,
"loss": 0.2787,
"step": 50000
},
{
"epoch": 3.25,
"learning_rate": 1.6750321750321753e-05,
"loss": 0.2796,
"step": 50500
},
{
"epoch": 3.28,
"learning_rate": 1.671814671814672e-05,
"loss": 0.2723,
"step": 51000
},
{
"epoch": 3.31,
"learning_rate": 1.6685971685971685e-05,
"loss": 0.2751,
"step": 51500
},
{
"epoch": 3.35,
"learning_rate": 1.6653796653796653e-05,
"loss": 0.2682,
"step": 52000
},
{
"epoch": 3.38,
"learning_rate": 1.662162162162162e-05,
"loss": 0.2722,
"step": 52500
},
{
"epoch": 3.41,
"learning_rate": 1.6589446589446592e-05,
"loss": 0.2841,
"step": 53000
},
{
"epoch": 3.44,
"learning_rate": 1.655727155727156e-05,
"loss": 0.2762,
"step": 53500
},
{
"epoch": 3.47,
"learning_rate": 1.6525096525096528e-05,
"loss": 0.2762,
"step": 54000
},
{
"epoch": 3.51,
"learning_rate": 1.6492921492921493e-05,
"loss": 0.2785,
"step": 54500
},
{
"epoch": 3.54,
"learning_rate": 1.646074646074646e-05,
"loss": 0.2753,
"step": 55000
},
{
"epoch": 3.57,
"learning_rate": 1.642857142857143e-05,
"loss": 0.2742,
"step": 55500
},
{
"epoch": 3.6,
"learning_rate": 1.6396396396396396e-05,
"loss": 0.282,
"step": 56000
},
{
"epoch": 3.64,
"learning_rate": 1.6364221364221368e-05,
"loss": 0.2767,
"step": 56500
},
{
"epoch": 3.67,
"learning_rate": 1.6332046332046336e-05,
"loss": 0.2851,
"step": 57000
},
{
"epoch": 3.7,
"learning_rate": 1.62998712998713e-05,
"loss": 0.2818,
"step": 57500
},
{
"epoch": 3.73,
"learning_rate": 1.6267696267696268e-05,
"loss": 0.278,
"step": 58000
},
{
"epoch": 3.76,
"learning_rate": 1.6235521235521236e-05,
"loss": 0.2695,
"step": 58500
},
{
"epoch": 3.8,
"learning_rate": 1.6203346203346204e-05,
"loss": 0.2758,
"step": 59000
},
{
"epoch": 3.83,
"learning_rate": 1.6171171171171172e-05,
"loss": 0.2805,
"step": 59500
},
{
"epoch": 3.86,
"learning_rate": 1.613899613899614e-05,
"loss": 0.2846,
"step": 60000
},
{
"epoch": 3.89,
"learning_rate": 1.6106821106821108e-05,
"loss": 0.2774,
"step": 60500
},
{
"epoch": 3.93,
"learning_rate": 1.6074646074646076e-05,
"loss": 0.2808,
"step": 61000
},
{
"epoch": 3.96,
"learning_rate": 1.6042471042471043e-05,
"loss": 0.2833,
"step": 61500
},
{
"epoch": 3.99,
"learning_rate": 1.601029601029601e-05,
"loss": 0.2709,
"step": 62000
},
{
"epoch": 4.0,
"eval_akurasi": 0.491765873015873,
"eval_f1": 0.5355716290618591,
"eval_loss": 0.37542611360549927,
"eval_roc_auc": 0.7028645833333333,
"eval_runtime": 171.2358,
"eval_samples_per_second": 58.866,
"eval_steps_per_second": 7.358,
"step": 62160
},
{
"epoch": 4.02,
"learning_rate": 1.597812097812098e-05,
"loss": 0.2595,
"step": 62500
},
{
"epoch": 4.05,
"learning_rate": 1.5945945945945947e-05,
"loss": 0.2407,
"step": 63000
},
{
"epoch": 4.09,
"learning_rate": 1.5913770913770915e-05,
"loss": 0.234,
"step": 63500
},
{
"epoch": 4.12,
"learning_rate": 1.5881595881595883e-05,
"loss": 0.2333,
"step": 64000
},
{
"epoch": 4.15,
"learning_rate": 1.584942084942085e-05,
"loss": 0.2502,
"step": 64500
},
{
"epoch": 4.18,
"learning_rate": 1.581724581724582e-05,
"loss": 0.2441,
"step": 65000
},
{
"epoch": 4.21,
"learning_rate": 1.5785070785070787e-05,
"loss": 0.2452,
"step": 65500
},
{
"epoch": 4.25,
"learning_rate": 1.5752895752895755e-05,
"loss": 0.2418,
"step": 66000
},
{
"epoch": 4.28,
"learning_rate": 1.5720720720720722e-05,
"loss": 0.2442,
"step": 66500
},
{
"epoch": 4.31,
"learning_rate": 1.568854568854569e-05,
"loss": 0.2421,
"step": 67000
},
{
"epoch": 4.34,
"learning_rate": 1.5656370656370658e-05,
"loss": 0.2406,
"step": 67500
},
{
"epoch": 4.38,
"learning_rate": 1.5624195624195626e-05,
"loss": 0.2551,
"step": 68000
},
{
"epoch": 4.41,
"learning_rate": 1.5592020592020594e-05,
"loss": 0.2465,
"step": 68500
},
{
"epoch": 4.44,
"learning_rate": 1.5559845559845562e-05,
"loss": 0.2489,
"step": 69000
},
{
"epoch": 4.47,
"learning_rate": 1.552767052767053e-05,
"loss": 0.2486,
"step": 69500
},
{
"epoch": 4.5,
"learning_rate": 1.5495495495495498e-05,
"loss": 0.2535,
"step": 70000
},
{
"epoch": 4.54,
"learning_rate": 1.5463320463320462e-05,
"loss": 0.2515,
"step": 70500
},
{
"epoch": 4.57,
"learning_rate": 1.5431145431145434e-05,
"loss": 0.2585,
"step": 71000
},
{
"epoch": 4.6,
"learning_rate": 1.53989703989704e-05,
"loss": 0.2451,
"step": 71500
},
{
"epoch": 4.63,
"learning_rate": 1.536679536679537e-05,
"loss": 0.2493,
"step": 72000
},
{
"epoch": 4.67,
"learning_rate": 1.5334620334620337e-05,
"loss": 0.2522,
"step": 72500
},
{
"epoch": 4.7,
"learning_rate": 1.5302445302445305e-05,
"loss": 0.2517,
"step": 73000
},
{
"epoch": 4.73,
"learning_rate": 1.527027027027027e-05,
"loss": 0.2511,
"step": 73500
},
{
"epoch": 4.76,
"learning_rate": 1.523809523809524e-05,
"loss": 0.2542,
"step": 74000
},
{
"epoch": 4.79,
"learning_rate": 1.5205920205920209e-05,
"loss": 0.2568,
"step": 74500
},
{
"epoch": 4.83,
"learning_rate": 1.5173745173745175e-05,
"loss": 0.2528,
"step": 75000
},
{
"epoch": 4.86,
"learning_rate": 1.5141570141570143e-05,
"loss": 0.2463,
"step": 75500
},
{
"epoch": 4.89,
"learning_rate": 1.5109395109395111e-05,
"loss": 0.2491,
"step": 76000
},
{
"epoch": 4.92,
"learning_rate": 1.5077220077220079e-05,
"loss": 0.2519,
"step": 76500
},
{
"epoch": 4.95,
"learning_rate": 1.5045045045045045e-05,
"loss": 0.2594,
"step": 77000
},
{
"epoch": 4.99,
"learning_rate": 1.5012870012870013e-05,
"loss": 0.2539,
"step": 77500
},
{
"epoch": 5.0,
"eval_akurasi": 0.489781746031746,
"eval_f1": 0.5299071938200739,
"eval_loss": 0.404236763715744,
"eval_roc_auc": 0.7000744047619047,
"eval_runtime": 171.3763,
"eval_samples_per_second": 58.818,
"eval_steps_per_second": 7.352,
"step": 77700
},
{
"epoch": 5.02,
"learning_rate": 1.498069498069498e-05,
"loss": 0.2286,
"step": 78000
},
{
"epoch": 5.05,
"learning_rate": 1.494851994851995e-05,
"loss": 0.2122,
"step": 78500
},
{
"epoch": 5.08,
"learning_rate": 1.4916344916344918e-05,
"loss": 0.2104,
"step": 79000
},
{
"epoch": 5.12,
"learning_rate": 1.4884169884169886e-05,
"loss": 0.218,
"step": 79500
},
{
"epoch": 5.15,
"learning_rate": 1.4851994851994852e-05,
"loss": 0.2155,
"step": 80000
},
{
"epoch": 5.18,
"learning_rate": 1.481981981981982e-05,
"loss": 0.2241,
"step": 80500
},
{
"epoch": 5.21,
"learning_rate": 1.4787644787644788e-05,
"loss": 0.2214,
"step": 81000
},
{
"epoch": 5.24,
"learning_rate": 1.4755469755469756e-05,
"loss": 0.217,
"step": 81500
},
{
"epoch": 5.28,
"learning_rate": 1.4723294723294726e-05,
"loss": 0.2222,
"step": 82000
},
{
"epoch": 5.31,
"learning_rate": 1.4691119691119694e-05,
"loss": 0.2207,
"step": 82500
},
{
"epoch": 5.34,
"learning_rate": 1.465894465894466e-05,
"loss": 0.2277,
"step": 83000
},
{
"epoch": 5.37,
"learning_rate": 1.4626769626769628e-05,
"loss": 0.2265,
"step": 83500
},
{
"epoch": 5.41,
"learning_rate": 1.4594594594594596e-05,
"loss": 0.224,
"step": 84000
},
{
"epoch": 5.44,
"learning_rate": 1.4562419562419564e-05,
"loss": 0.2177,
"step": 84500
},
{
"epoch": 5.47,
"learning_rate": 1.453024453024453e-05,
"loss": 0.2192,
"step": 85000
},
{
"epoch": 5.5,
"learning_rate": 1.4498069498069501e-05,
"loss": 0.2245,
"step": 85500
},
{
"epoch": 5.53,
"learning_rate": 1.4465894465894467e-05,
"loss": 0.2212,
"step": 86000
},
{
"epoch": 5.57,
"learning_rate": 1.4433719433719435e-05,
"loss": 0.2297,
"step": 86500
},
{
"epoch": 5.6,
"learning_rate": 1.4401544401544403e-05,
"loss": 0.2309,
"step": 87000
},
{
"epoch": 5.63,
"learning_rate": 1.4369369369369371e-05,
"loss": 0.2293,
"step": 87500
},
{
"epoch": 5.66,
"learning_rate": 1.4337194337194337e-05,
"loss": 0.2236,
"step": 88000
},
{
"epoch": 5.69,
"learning_rate": 1.4305019305019305e-05,
"loss": 0.227,
"step": 88500
},
{
"epoch": 5.73,
"learning_rate": 1.4272844272844275e-05,
"loss": 0.2221,
"step": 89000
},
{
"epoch": 5.76,
"learning_rate": 1.4240669240669243e-05,
"loss": 0.2315,
"step": 89500
},
{
"epoch": 5.79,
"learning_rate": 1.420849420849421e-05,
"loss": 0.2289,
"step": 90000
},
{
"epoch": 5.82,
"learning_rate": 1.4176319176319178e-05,
"loss": 0.2285,
"step": 90500
},
{
"epoch": 5.86,
"learning_rate": 1.4144144144144145e-05,
"loss": 0.2291,
"step": 91000
},
{
"epoch": 5.89,
"learning_rate": 1.4111969111969112e-05,
"loss": 0.2201,
"step": 91500
},
{
"epoch": 5.92,
"learning_rate": 1.407979407979408e-05,
"loss": 0.2308,
"step": 92000
},
{
"epoch": 5.95,
"learning_rate": 1.4047619047619048e-05,
"loss": 0.2301,
"step": 92500
},
{
"epoch": 5.98,
"learning_rate": 1.4015444015444018e-05,
"loss": 0.2273,
"step": 93000
},
{
"epoch": 6.0,
"eval_akurasi": 0.5041666666666667,
"eval_f1": 0.5357989568515884,
"eval_loss": 0.4383452534675598,
"eval_roc_auc": 0.7049107142857142,
"eval_runtime": 171.6368,
"eval_samples_per_second": 58.729,
"eval_steps_per_second": 7.341,
"step": 93240
}
],
"logging_steps": 500,
"max_steps": 310800,
"num_train_epochs": 20,
"save_steps": 500,
"total_flos": 1.471940774934958e+17,
"trial_name": null,
"trial_params": null
}