ko-en_mbartLarge_exp20 / trainer_state.json
yesj1234's picture
Upload folder using huggingface_hub
df896a4
raw
history blame
20.5 kB
{
"best_metric": 28.9507,
"best_model_checkpoint": "./ko-en_mbartLarge_exp20p/checkpoint-48000",
"epoch": 7.425455389256294,
"eval_steps": 4000,
"global_step": 64000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.06,
"learning_rate": 1.25e-05,
"loss": 1.9162,
"step": 500
},
{
"epoch": 0.12,
"learning_rate": 2.5e-05,
"loss": 1.8085,
"step": 1000
},
{
"epoch": 0.17,
"learning_rate": 3.7500000000000003e-05,
"loss": 1.6542,
"step": 1500
},
{
"epoch": 0.23,
"learning_rate": 5e-05,
"loss": 1.543,
"step": 2000
},
{
"epoch": 0.29,
"learning_rate": 4.999973747616574e-05,
"loss": 1.4815,
"step": 2500
},
{
"epoch": 0.35,
"learning_rate": 4.999894991017647e-05,
"loss": 1.4549,
"step": 3000
},
{
"epoch": 0.41,
"learning_rate": 4.999763731857256e-05,
"loss": 1.4233,
"step": 3500
},
{
"epoch": 0.46,
"learning_rate": 4.9995799728920956e-05,
"loss": 1.4008,
"step": 4000
},
{
"epoch": 0.46,
"eval_bleu": 22.7174,
"eval_gen_len": 18.7094,
"eval_loss": 1.3739314079284668,
"eval_runtime": 1153.4033,
"eval_samples_per_second": 14.944,
"eval_steps_per_second": 0.935,
"step": 4000
},
{
"epoch": 0.52,
"learning_rate": 4.9993437179814526e-05,
"loss": 1.3868,
"step": 4500
},
{
"epoch": 0.58,
"learning_rate": 4.999054972087132e-05,
"loss": 1.3612,
"step": 5000
},
{
"epoch": 0.64,
"learning_rate": 4.9987137412733476e-05,
"loss": 1.3519,
"step": 5500
},
{
"epoch": 0.7,
"learning_rate": 4.998320032706597e-05,
"loss": 1.351,
"step": 6000
},
{
"epoch": 0.75,
"learning_rate": 4.997873854655512e-05,
"loss": 1.3285,
"step": 6500
},
{
"epoch": 0.81,
"learning_rate": 4.9973752164906806e-05,
"loss": 1.2959,
"step": 7000
},
{
"epoch": 0.87,
"learning_rate": 4.9968241286844556e-05,
"loss": 1.3041,
"step": 7500
},
{
"epoch": 0.93,
"learning_rate": 4.996220602810732e-05,
"loss": 1.2847,
"step": 8000
},
{
"epoch": 0.93,
"eval_bleu": 24.8557,
"eval_gen_len": 18.7254,
"eval_loss": 1.2651795148849487,
"eval_runtime": 1152.6426,
"eval_samples_per_second": 14.954,
"eval_steps_per_second": 0.935,
"step": 8000
},
{
"epoch": 0.99,
"learning_rate": 4.995564651544704e-05,
"loss": 1.2796,
"step": 8500
},
{
"epoch": 1.04,
"learning_rate": 4.994856288662599e-05,
"loss": 1.2328,
"step": 9000
},
{
"epoch": 1.1,
"learning_rate": 4.9940955290413884e-05,
"loss": 1.2225,
"step": 9500
},
{
"epoch": 1.16,
"learning_rate": 4.993282388658474e-05,
"loss": 1.2061,
"step": 10000
},
{
"epoch": 1.22,
"learning_rate": 4.992416884591354e-05,
"loss": 1.2152,
"step": 10500
},
{
"epoch": 1.28,
"learning_rate": 4.991499035017266e-05,
"loss": 1.1955,
"step": 11000
},
{
"epoch": 1.33,
"learning_rate": 4.9905288592127996e-05,
"loss": 1.1855,
"step": 11500
},
{
"epoch": 1.39,
"learning_rate": 4.9895063775534965e-05,
"loss": 1.2009,
"step": 12000
},
{
"epoch": 1.39,
"eval_bleu": 26.2074,
"eval_gen_len": 18.7513,
"eval_loss": 1.20820152759552,
"eval_runtime": 1153.2349,
"eval_samples_per_second": 14.947,
"eval_steps_per_second": 0.935,
"step": 12000
},
{
"epoch": 1.45,
"learning_rate": 4.9884316115134224e-05,
"loss": 1.1941,
"step": 12500
},
{
"epoch": 1.51,
"learning_rate": 4.987304583664712e-05,
"loss": 1.1982,
"step": 13000
},
{
"epoch": 1.57,
"learning_rate": 4.986125317677099e-05,
"loss": 1.188,
"step": 13500
},
{
"epoch": 1.62,
"learning_rate": 4.98489383831742e-05,
"loss": 1.1825,
"step": 14000
},
{
"epoch": 1.68,
"learning_rate": 4.983610171449087e-05,
"loss": 1.1948,
"step": 14500
},
{
"epoch": 1.74,
"learning_rate": 4.982274344031553e-05,
"loss": 1.1476,
"step": 15000
},
{
"epoch": 1.8,
"learning_rate": 4.980886384119741e-05,
"loss": 1.1627,
"step": 15500
},
{
"epoch": 1.86,
"learning_rate": 4.979446320863455e-05,
"loss": 1.1686,
"step": 16000
},
{
"epoch": 1.86,
"eval_bleu": 26.304,
"eval_gen_len": 19.161,
"eval_loss": 1.1840966939926147,
"eval_runtime": 1166.1525,
"eval_samples_per_second": 14.781,
"eval_steps_per_second": 0.924,
"step": 16000
},
{
"epoch": 1.91,
"learning_rate": 4.97795418450677e-05,
"loss": 1.1675,
"step": 16500
},
{
"epoch": 1.97,
"learning_rate": 4.976410006387394e-05,
"loss": 1.1585,
"step": 17000
},
{
"epoch": 2.03,
"learning_rate": 4.974813818936012e-05,
"loss": 1.0833,
"step": 17500
},
{
"epoch": 2.09,
"learning_rate": 4.973165655675605e-05,
"loss": 1.0134,
"step": 18000
},
{
"epoch": 2.15,
"learning_rate": 4.9714655512207414e-05,
"loss": 1.0257,
"step": 18500
},
{
"epoch": 2.2,
"learning_rate": 4.969713541276859e-05,
"loss": 1.0206,
"step": 19000
},
{
"epoch": 2.26,
"learning_rate": 4.967909662639506e-05,
"loss": 1.0503,
"step": 19500
},
{
"epoch": 2.32,
"learning_rate": 4.9660539531935746e-05,
"loss": 1.0205,
"step": 20000
},
{
"epoch": 2.32,
"eval_bleu": 27.8937,
"eval_gen_len": 18.6638,
"eval_loss": 1.144053339958191,
"eval_runtime": 1147.812,
"eval_samples_per_second": 15.017,
"eval_steps_per_second": 0.939,
"step": 20000
},
{
"epoch": 2.38,
"learning_rate": 4.9641464519125e-05,
"loss": 1.032,
"step": 20500
},
{
"epoch": 2.44,
"learning_rate": 4.962187198857447e-05,
"loss": 1.0121,
"step": 21000
},
{
"epoch": 2.49,
"learning_rate": 4.960176235176465e-05,
"loss": 1.013,
"step": 21500
},
{
"epoch": 2.55,
"learning_rate": 4.958113603103627e-05,
"loss": 1.0169,
"step": 22000
},
{
"epoch": 2.61,
"learning_rate": 4.9559993459581375e-05,
"loss": 1.0315,
"step": 22500
},
{
"epoch": 2.67,
"learning_rate": 4.953833508143429e-05,
"loss": 1.0431,
"step": 23000
},
{
"epoch": 2.73,
"learning_rate": 4.951616135146226e-05,
"loss": 1.0398,
"step": 23500
},
{
"epoch": 2.78,
"learning_rate": 4.949347273535588e-05,
"loss": 1.0217,
"step": 24000
},
{
"epoch": 2.78,
"eval_bleu": 28.4149,
"eval_gen_len": 18.6666,
"eval_loss": 1.1301122903823853,
"eval_runtime": 1149.3346,
"eval_samples_per_second": 14.997,
"eval_steps_per_second": 0.938,
"step": 24000
},
{
"epoch": 2.84,
"learning_rate": 4.9470269709619356e-05,
"loss": 1.0313,
"step": 24500
},
{
"epoch": 2.9,
"learning_rate": 4.944655276156047e-05,
"loss": 1.0127,
"step": 25000
},
{
"epoch": 2.96,
"learning_rate": 4.9422322389280354e-05,
"loss": 1.0183,
"step": 25500
},
{
"epoch": 3.02,
"learning_rate": 4.939757910166303e-05,
"loss": 0.9723,
"step": 26000
},
{
"epoch": 3.07,
"learning_rate": 4.937232341836471e-05,
"loss": 0.8652,
"step": 26500
},
{
"epoch": 3.13,
"learning_rate": 4.9346555869802904e-05,
"loss": 0.8811,
"step": 27000
},
{
"epoch": 3.19,
"learning_rate": 4.9320276997145255e-05,
"loss": 0.8824,
"step": 27500
},
{
"epoch": 3.25,
"learning_rate": 4.929348735229821e-05,
"loss": 0.8876,
"step": 28000
},
{
"epoch": 3.25,
"eval_bleu": 28.5803,
"eval_gen_len": 18.6229,
"eval_loss": 1.1270363330841064,
"eval_runtime": 1153.2981,
"eval_samples_per_second": 14.946,
"eval_steps_per_second": 0.935,
"step": 28000
},
{
"epoch": 3.31,
"learning_rate": 4.926618749789539e-05,
"loss": 0.8734,
"step": 28500
},
{
"epoch": 3.36,
"learning_rate": 4.923837800728578e-05,
"loss": 0.8772,
"step": 29000
},
{
"epoch": 3.42,
"learning_rate": 4.921005946452171e-05,
"loss": 0.8821,
"step": 29500
},
{
"epoch": 3.48,
"learning_rate": 4.918123246434658e-05,
"loss": 0.8774,
"step": 30000
},
{
"epoch": 3.54,
"learning_rate": 4.915189761218237e-05,
"loss": 0.8932,
"step": 30500
},
{
"epoch": 3.6,
"learning_rate": 4.912205552411688e-05,
"loss": 0.8745,
"step": 31000
},
{
"epoch": 3.65,
"learning_rate": 4.9091706826890896e-05,
"loss": 0.8965,
"step": 31500
},
{
"epoch": 3.71,
"learning_rate": 4.9060852157884893e-05,
"loss": 0.9024,
"step": 32000
},
{
"epoch": 3.71,
"eval_bleu": 28.852,
"eval_gen_len": 18.7813,
"eval_loss": 1.118120551109314,
"eval_runtime": 1155.1982,
"eval_samples_per_second": 14.921,
"eval_steps_per_second": 0.933,
"step": 32000
},
{
"epoch": 3.77,
"learning_rate": 4.9029492165105776e-05,
"loss": 0.8909,
"step": 32500
},
{
"epoch": 3.83,
"learning_rate": 4.899762750717318e-05,
"loss": 0.8989,
"step": 33000
},
{
"epoch": 3.89,
"learning_rate": 4.8965258853305676e-05,
"loss": 0.9054,
"step": 33500
},
{
"epoch": 3.94,
"learning_rate": 4.893238688330673e-05,
"loss": 0.8852,
"step": 34000
},
{
"epoch": 4.0,
"learning_rate": 4.889901228755036e-05,
"loss": 0.8879,
"step": 34500
},
{
"epoch": 4.06,
"learning_rate": 4.886513576696674e-05,
"loss": 0.7955,
"step": 35000
},
{
"epoch": 4.12,
"learning_rate": 4.8830758033027385e-05,
"loss": 0.795,
"step": 35500
},
{
"epoch": 4.18,
"learning_rate": 4.879587980773026e-05,
"loss": 0.7927,
"step": 36000
},
{
"epoch": 4.18,
"eval_bleu": 28.3975,
"eval_gen_len": 18.4863,
"eval_loss": 1.1393358707427979,
"eval_runtime": 1137.7417,
"eval_samples_per_second": 15.15,
"eval_steps_per_second": 0.947,
"step": 36000
},
{
"epoch": 4.23,
"learning_rate": 4.8760501823584607e-05,
"loss": 0.8031,
"step": 36500
},
{
"epoch": 4.29,
"learning_rate": 4.8724624823595535e-05,
"loss": 0.7891,
"step": 37000
},
{
"epoch": 4.35,
"learning_rate": 4.8688249561248456e-05,
"loss": 0.8028,
"step": 37500
},
{
"epoch": 4.41,
"learning_rate": 4.8651376800493245e-05,
"loss": 0.8059,
"step": 38000
},
{
"epoch": 4.47,
"learning_rate": 4.861400731572818e-05,
"loss": 0.8093,
"step": 38500
},
{
"epoch": 4.52,
"learning_rate": 4.857614189178369e-05,
"loss": 0.8044,
"step": 39000
},
{
"epoch": 4.58,
"learning_rate": 4.8537781323905896e-05,
"loss": 0.8098,
"step": 39500
},
{
"epoch": 4.64,
"learning_rate": 4.849892641773984e-05,
"loss": 0.8174,
"step": 40000
},
{
"epoch": 4.64,
"eval_bleu": 28.6313,
"eval_gen_len": 18.3916,
"eval_loss": 1.124934434890747,
"eval_runtime": 1132.4078,
"eval_samples_per_second": 15.222,
"eval_steps_per_second": 0.952,
"step": 40000
},
{
"epoch": 4.7,
"learning_rate": 4.845957798931265e-05,
"loss": 0.821,
"step": 40500
},
{
"epoch": 4.76,
"learning_rate": 4.841973686501636e-05,
"loss": 0.8104,
"step": 41000
},
{
"epoch": 4.81,
"learning_rate": 4.8379403881590544e-05,
"loss": 0.8155,
"step": 41500
},
{
"epoch": 4.87,
"learning_rate": 4.833857988610474e-05,
"loss": 0.8213,
"step": 42000
},
{
"epoch": 4.93,
"learning_rate": 4.8297265735940714e-05,
"loss": 0.819,
"step": 42500
},
{
"epoch": 4.99,
"learning_rate": 4.825546229877439e-05,
"loss": 0.8255,
"step": 43000
},
{
"epoch": 5.05,
"learning_rate": 4.8213170452557655e-05,
"loss": 0.7598,
"step": 43500
},
{
"epoch": 5.11,
"learning_rate": 4.817039108549991e-05,
"loss": 0.7434,
"step": 44000
},
{
"epoch": 5.11,
"eval_bleu": 28.2898,
"eval_gen_len": 18.7739,
"eval_loss": 1.1695784330368042,
"eval_runtime": 1160.4522,
"eval_samples_per_second": 14.854,
"eval_steps_per_second": 0.929,
"step": 44000
},
{
"epoch": 5.16,
"learning_rate": 4.812712509604945e-05,
"loss": 0.7564,
"step": 44500
},
{
"epoch": 5.22,
"learning_rate": 4.808337339287453e-05,
"loss": 0.7496,
"step": 45000
},
{
"epoch": 5.28,
"learning_rate": 4.803913689484436e-05,
"loss": 0.7381,
"step": 45500
},
{
"epoch": 5.34,
"learning_rate": 4.7994416531009745e-05,
"loss": 0.7394,
"step": 46000
},
{
"epoch": 5.4,
"learning_rate": 4.794921324058358e-05,
"loss": 0.7468,
"step": 46500
},
{
"epoch": 5.45,
"learning_rate": 4.790352797292116e-05,
"loss": 0.7448,
"step": 47000
},
{
"epoch": 5.51,
"learning_rate": 4.785736168750022e-05,
"loss": 0.7339,
"step": 47500
},
{
"epoch": 5.57,
"learning_rate": 4.781071535390078e-05,
"loss": 0.7416,
"step": 48000
},
{
"epoch": 5.57,
"eval_bleu": 28.9507,
"eval_gen_len": 18.6744,
"eval_loss": 1.1450848579406738,
"eval_runtime": 1148.6011,
"eval_samples_per_second": 15.007,
"eval_steps_per_second": 0.939,
"step": 48000
},
{
"epoch": 5.63,
"learning_rate": 4.7763589951784795e-05,
"loss": 0.7509,
"step": 48500
},
{
"epoch": 5.69,
"learning_rate": 4.771598647087556e-05,
"loss": 0.7383,
"step": 49000
},
{
"epoch": 5.74,
"learning_rate": 4.7667905910936926e-05,
"loss": 0.735,
"step": 49500
},
{
"epoch": 5.8,
"learning_rate": 4.761934928175236e-05,
"loss": 0.7541,
"step": 50000
},
{
"epoch": 5.86,
"learning_rate": 4.7570317603103634e-05,
"loss": 0.7554,
"step": 50500
},
{
"epoch": 5.92,
"learning_rate": 4.75208119047495e-05,
"loss": 0.7511,
"step": 51000
},
{
"epoch": 5.98,
"learning_rate": 4.747083322640401e-05,
"loss": 0.7599,
"step": 51500
},
{
"epoch": 6.03,
"learning_rate": 4.742038261771472e-05,
"loss": 0.689,
"step": 52000
},
{
"epoch": 6.03,
"eval_bleu": 28.3532,
"eval_gen_len": 18.4481,
"eval_loss": 1.1758701801300049,
"eval_runtime": 1136.8302,
"eval_samples_per_second": 15.162,
"eval_steps_per_second": 0.948,
"step": 52000
},
{
"epoch": 6.09,
"learning_rate": 4.73694611382406e-05,
"loss": 0.6386,
"step": 52500
},
{
"epoch": 6.15,
"learning_rate": 4.7318069857429815e-05,
"loss": 0.6589,
"step": 53000
},
{
"epoch": 6.21,
"learning_rate": 4.7266209854597246e-05,
"loss": 0.7347,
"step": 53500
},
{
"epoch": 6.27,
"learning_rate": 4.721388221890185e-05,
"loss": 0.7288,
"step": 54000
},
{
"epoch": 6.32,
"learning_rate": 4.716108804932374e-05,
"loss": 0.7354,
"step": 54500
},
{
"epoch": 6.38,
"learning_rate": 4.7107828454641146e-05,
"loss": 0.7334,
"step": 55000
},
{
"epoch": 6.44,
"learning_rate": 4.7054104553407104e-05,
"loss": 0.7244,
"step": 55500
},
{
"epoch": 6.5,
"learning_rate": 4.699991747392598e-05,
"loss": 0.7238,
"step": 56000
},
{
"epoch": 6.5,
"eval_bleu": 28.3827,
"eval_gen_len": 18.7038,
"eval_loss": 1.1825261116027832,
"eval_runtime": 1155.4906,
"eval_samples_per_second": 14.917,
"eval_steps_per_second": 0.933,
"step": 56000
},
{
"epoch": 6.56,
"learning_rate": 4.6945268354229766e-05,
"loss": 0.7205,
"step": 56500
},
{
"epoch": 6.61,
"learning_rate": 4.689015834205418e-05,
"loss": 0.7157,
"step": 57000
},
{
"epoch": 6.67,
"learning_rate": 4.6834588594814556e-05,
"loss": 0.7078,
"step": 57500
},
{
"epoch": 6.73,
"learning_rate": 4.677856027958154e-05,
"loss": 0.71,
"step": 58000
},
{
"epoch": 6.79,
"learning_rate": 4.6722074573056576e-05,
"loss": 0.7082,
"step": 58500
},
{
"epoch": 6.85,
"learning_rate": 4.6665132661547215e-05,
"loss": 0.7258,
"step": 59000
},
{
"epoch": 6.9,
"learning_rate": 4.660773574094218e-05,
"loss": 0.7306,
"step": 59500
},
{
"epoch": 6.96,
"learning_rate": 4.6549885016686236e-05,
"loss": 0.7238,
"step": 60000
},
{
"epoch": 6.96,
"eval_bleu": 28.8248,
"eval_gen_len": 18.5073,
"eval_loss": 1.1675989627838135,
"eval_runtime": 1137.8605,
"eval_samples_per_second": 15.149,
"eval_steps_per_second": 0.947,
"step": 60000
},
{
"epoch": 7.02,
"learning_rate": 4.649158170375489e-05,
"loss": 0.681,
"step": 60500
},
{
"epoch": 7.08,
"learning_rate": 4.6432827026628894e-05,
"loss": 0.571,
"step": 61000
},
{
"epoch": 7.14,
"learning_rate": 4.63736222192685e-05,
"loss": 0.5642,
"step": 61500
},
{
"epoch": 7.19,
"learning_rate": 4.631396852508754e-05,
"loss": 0.5604,
"step": 62000
},
{
"epoch": 7.25,
"learning_rate": 4.625386719692734e-05,
"loss": 0.5799,
"step": 62500
},
{
"epoch": 7.31,
"learning_rate": 4.61933194970304e-05,
"loss": 0.5989,
"step": 63000
},
{
"epoch": 7.37,
"learning_rate": 4.613232669701384e-05,
"loss": 0.6339,
"step": 63500
},
{
"epoch": 7.43,
"learning_rate": 4.607089007784279e-05,
"loss": 0.657,
"step": 64000
},
{
"epoch": 7.43,
"eval_bleu": 27.4378,
"eval_gen_len": 18.4196,
"eval_loss": 1.2514448165893555,
"eval_runtime": 1132.4116,
"eval_samples_per_second": 15.221,
"eval_steps_per_second": 0.952,
"step": 64000
},
{
"epoch": 7.43,
"step": 64000,
"total_flos": 2.2192449043268895e+18,
"train_loss": 0.9512434206008911,
"train_runtime": 65044.6534,
"train_samples_per_second": 84.803,
"train_steps_per_second": 5.3
}
],
"logging_steps": 500,
"max_steps": 344760,
"num_train_epochs": 40,
"save_steps": 4000,
"total_flos": 2.2192449043268895e+18,
"trial_name": null,
"trial_params": null
}