roberta-base_mnli_bc / trainer_state.json
mjtwins's picture
commit from mujeen
95821cd
{
"best_metric": 0.9584578601315002,
"best_model_checkpoint": "/hdd1/mujeen/retrieval_prf/output/roberta-base_mnli_bc/checkpoint-49089",
"epoch": 3.0,
"global_step": 49089,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 1.9797918067184097e-05,
"loss": 0.3858,
"step": 500
},
{
"epoch": 0.06,
"learning_rate": 1.959420644136161e-05,
"loss": 0.284,
"step": 1000
},
{
"epoch": 0.09,
"learning_rate": 1.9390494815539124e-05,
"loss": 0.2536,
"step": 1500
},
{
"epoch": 0.12,
"learning_rate": 1.918719061296828e-05,
"loss": 0.2583,
"step": 2000
},
{
"epoch": 0.15,
"learning_rate": 1.89834789871458e-05,
"loss": 0.2522,
"step": 2500
},
{
"epoch": 0.18,
"learning_rate": 1.8779767361323312e-05,
"loss": 0.2526,
"step": 3000
},
{
"epoch": 0.21,
"learning_rate": 1.8576055735500826e-05,
"loss": 0.2457,
"step": 3500
},
{
"epoch": 0.24,
"learning_rate": 1.8372344109678343e-05,
"loss": 0.2335,
"step": 4000
},
{
"epoch": 0.28,
"learning_rate": 1.8168632483855853e-05,
"loss": 0.224,
"step": 4500
},
{
"epoch": 0.31,
"learning_rate": 1.796492085803337e-05,
"loss": 0.2234,
"step": 5000
},
{
"epoch": 0.34,
"learning_rate": 1.7761209232210884e-05,
"loss": 0.2335,
"step": 5500
},
{
"epoch": 0.37,
"learning_rate": 1.7557905029640045e-05,
"loss": 0.2341,
"step": 6000
},
{
"epoch": 0.4,
"learning_rate": 1.7354193403817555e-05,
"loss": 0.2235,
"step": 6500
},
{
"epoch": 0.43,
"learning_rate": 1.7150481777995072e-05,
"loss": 0.231,
"step": 7000
},
{
"epoch": 0.46,
"learning_rate": 1.6946770152172586e-05,
"loss": 0.2146,
"step": 7500
},
{
"epoch": 0.49,
"learning_rate": 1.67430585263501e-05,
"loss": 0.219,
"step": 8000
},
{
"epoch": 0.52,
"learning_rate": 1.653975432377926e-05,
"loss": 0.2263,
"step": 8500
},
{
"epoch": 0.55,
"learning_rate": 1.6336042697956774e-05,
"loss": 0.2197,
"step": 9000
},
{
"epoch": 0.58,
"learning_rate": 1.6132331072134288e-05,
"loss": 0.2072,
"step": 9500
},
{
"epoch": 0.61,
"learning_rate": 1.59286194463118e-05,
"loss": 0.2196,
"step": 10000
},
{
"epoch": 0.64,
"learning_rate": 1.5724907820489318e-05,
"loss": 0.2039,
"step": 10500
},
{
"epoch": 0.67,
"learning_rate": 1.5521603617918476e-05,
"loss": 0.201,
"step": 11000
},
{
"epoch": 0.7,
"learning_rate": 1.531789199209599e-05,
"loss": 0.2081,
"step": 11500
},
{
"epoch": 0.73,
"learning_rate": 1.5114180366273505e-05,
"loss": 0.2072,
"step": 12000
},
{
"epoch": 0.76,
"learning_rate": 1.4910468740451018e-05,
"loss": 0.1949,
"step": 12500
},
{
"epoch": 0.79,
"learning_rate": 1.4706757114628534e-05,
"loss": 0.2119,
"step": 13000
},
{
"epoch": 0.83,
"learning_rate": 1.4503452912057691e-05,
"loss": 0.209,
"step": 13500
},
{
"epoch": 0.86,
"learning_rate": 1.4299741286235206e-05,
"loss": 0.1992,
"step": 14000
},
{
"epoch": 0.89,
"learning_rate": 1.409602966041272e-05,
"loss": 0.1953,
"step": 14500
},
{
"epoch": 0.92,
"learning_rate": 1.3892318034590235e-05,
"loss": 0.2025,
"step": 15000
},
{
"epoch": 0.95,
"learning_rate": 1.368860640876775e-05,
"loss": 0.198,
"step": 15500
},
{
"epoch": 0.98,
"learning_rate": 1.3485302206196908e-05,
"loss": 0.2015,
"step": 16000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9469515839808726,
"eval_loss": 0.18203075230121613,
"eval_runtime": 18.9219,
"eval_samples_per_second": 353.664,
"eval_steps_per_second": 44.234,
"step": 16363
},
{
"epoch": 1.01,
"learning_rate": 1.3281590580374423e-05,
"loss": 0.1932,
"step": 16500
},
{
"epoch": 1.04,
"learning_rate": 1.3077878954551937e-05,
"loss": 0.1541,
"step": 17000
},
{
"epoch": 1.07,
"learning_rate": 1.2874574751981098e-05,
"loss": 0.1556,
"step": 17500
},
{
"epoch": 1.1,
"learning_rate": 1.267086312615861e-05,
"loss": 0.1607,
"step": 18000
},
{
"epoch": 1.13,
"learning_rate": 1.2467151500336125e-05,
"loss": 0.1618,
"step": 18500
},
{
"epoch": 1.16,
"learning_rate": 1.2263439874513639e-05,
"loss": 0.1593,
"step": 19000
},
{
"epoch": 1.19,
"learning_rate": 1.2059728248691154e-05,
"loss": 0.1511,
"step": 19500
},
{
"epoch": 1.22,
"learning_rate": 1.185601662286867e-05,
"loss": 0.165,
"step": 20000
},
{
"epoch": 1.25,
"learning_rate": 1.1652304997046182e-05,
"loss": 0.157,
"step": 20500
},
{
"epoch": 1.28,
"learning_rate": 1.1448593371223697e-05,
"loss": 0.1385,
"step": 21000
},
{
"epoch": 1.31,
"learning_rate": 1.1245289168652856e-05,
"loss": 0.1646,
"step": 21500
},
{
"epoch": 1.34,
"learning_rate": 1.1041577542830371e-05,
"loss": 0.163,
"step": 22000
},
{
"epoch": 1.38,
"learning_rate": 1.0837865917007883e-05,
"loss": 0.156,
"step": 22500
},
{
"epoch": 1.41,
"learning_rate": 1.0634154291185399e-05,
"loss": 0.1556,
"step": 23000
},
{
"epoch": 1.44,
"learning_rate": 1.043085008861456e-05,
"loss": 0.1626,
"step": 23500
},
{
"epoch": 1.47,
"learning_rate": 1.0227545886043717e-05,
"loss": 0.1605,
"step": 24000
},
{
"epoch": 1.5,
"learning_rate": 1.0023834260221232e-05,
"loss": 0.1651,
"step": 24500
},
{
"epoch": 1.53,
"learning_rate": 9.820122634398746e-06,
"loss": 0.1438,
"step": 25000
},
{
"epoch": 1.56,
"learning_rate": 9.616411008576261e-06,
"loss": 0.1501,
"step": 25500
},
{
"epoch": 1.59,
"learning_rate": 9.412699382753775e-06,
"loss": 0.1562,
"step": 26000
},
{
"epoch": 1.62,
"learning_rate": 9.209395180182934e-06,
"loss": 0.158,
"step": 26500
},
{
"epoch": 1.65,
"learning_rate": 9.005683554360448e-06,
"loss": 0.149,
"step": 27000
},
{
"epoch": 1.68,
"learning_rate": 8.801971928537963e-06,
"loss": 0.1483,
"step": 27500
},
{
"epoch": 1.71,
"learning_rate": 8.598260302715477e-06,
"loss": 0.163,
"step": 28000
},
{
"epoch": 1.74,
"learning_rate": 8.39454867689299e-06,
"loss": 0.1507,
"step": 28500
},
{
"epoch": 1.77,
"learning_rate": 8.19124447432215e-06,
"loss": 0.148,
"step": 29000
},
{
"epoch": 1.8,
"learning_rate": 7.987532848499665e-06,
"loss": 0.1571,
"step": 29500
},
{
"epoch": 1.83,
"learning_rate": 7.78382122267718e-06,
"loss": 0.1467,
"step": 30000
},
{
"epoch": 1.86,
"learning_rate": 7.580109596854694e-06,
"loss": 0.1417,
"step": 30500
},
{
"epoch": 1.89,
"learning_rate": 7.376397971032207e-06,
"loss": 0.1526,
"step": 31000
},
{
"epoch": 1.93,
"learning_rate": 7.172686345209722e-06,
"loss": 0.1327,
"step": 31500
},
{
"epoch": 1.96,
"learning_rate": 6.969382142638881e-06,
"loss": 0.151,
"step": 32000
},
{
"epoch": 1.99,
"learning_rate": 6.7656705168163946e-06,
"loss": 0.1463,
"step": 32500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9559175134488942,
"eval_loss": 0.19088995456695557,
"eval_runtime": 18.8218,
"eval_samples_per_second": 355.545,
"eval_steps_per_second": 44.47,
"step": 32726
},
{
"epoch": 2.02,
"learning_rate": 6.561958890993909e-06,
"loss": 0.1198,
"step": 33000
},
{
"epoch": 2.05,
"learning_rate": 6.358247265171424e-06,
"loss": 0.0851,
"step": 33500
},
{
"epoch": 2.08,
"learning_rate": 6.155350485852228e-06,
"loss": 0.1081,
"step": 34000
},
{
"epoch": 2.11,
"learning_rate": 5.9516388600297426e-06,
"loss": 0.1071,
"step": 34500
},
{
"epoch": 2.14,
"learning_rate": 5.747927234207257e-06,
"loss": 0.1046,
"step": 35000
},
{
"epoch": 2.17,
"learning_rate": 5.544215608384771e-06,
"loss": 0.0965,
"step": 35500
},
{
"epoch": 2.2,
"learning_rate": 5.340503982562285e-06,
"loss": 0.0906,
"step": 36000
},
{
"epoch": 2.23,
"learning_rate": 5.137199779991444e-06,
"loss": 0.0927,
"step": 36500
},
{
"epoch": 2.26,
"learning_rate": 4.933488154168959e-06,
"loss": 0.0947,
"step": 37000
},
{
"epoch": 2.29,
"learning_rate": 4.729776528346473e-06,
"loss": 0.1007,
"step": 37500
},
{
"epoch": 2.32,
"learning_rate": 4.526064902523987e-06,
"loss": 0.0981,
"step": 38000
},
{
"epoch": 2.35,
"learning_rate": 4.322353276701502e-06,
"loss": 0.105,
"step": 38500
},
{
"epoch": 2.38,
"learning_rate": 4.118641650879016e-06,
"loss": 0.1025,
"step": 39000
},
{
"epoch": 2.41,
"learning_rate": 3.915337448308175e-06,
"loss": 0.089,
"step": 39500
},
{
"epoch": 2.44,
"learning_rate": 3.7116258224856896e-06,
"loss": 0.1049,
"step": 40000
},
{
"epoch": 2.48,
"learning_rate": 3.507914196663204e-06,
"loss": 0.0982,
"step": 40500
},
{
"epoch": 2.51,
"learning_rate": 3.304202570840718e-06,
"loss": 0.1007,
"step": 41000
},
{
"epoch": 2.54,
"learning_rate": 3.1004909450182323e-06,
"loss": 0.098,
"step": 41500
},
{
"epoch": 2.57,
"learning_rate": 2.8967793191957468e-06,
"loss": 0.0889,
"step": 42000
},
{
"epoch": 2.6,
"learning_rate": 2.693067693373261e-06,
"loss": 0.0975,
"step": 42500
},
{
"epoch": 2.63,
"learning_rate": 2.4893560675507754e-06,
"loss": 0.1031,
"step": 43000
},
{
"epoch": 2.66,
"learning_rate": 2.28564444172829e-06,
"loss": 0.0882,
"step": 43500
},
{
"epoch": 2.69,
"learning_rate": 2.082747662409094e-06,
"loss": 0.0917,
"step": 44000
},
{
"epoch": 2.72,
"learning_rate": 1.879036036586608e-06,
"loss": 0.0935,
"step": 44500
},
{
"epoch": 2.75,
"learning_rate": 1.6753244107641225e-06,
"loss": 0.099,
"step": 45000
},
{
"epoch": 2.78,
"learning_rate": 1.4716127849416368e-06,
"loss": 0.0938,
"step": 45500
},
{
"epoch": 2.81,
"learning_rate": 1.2679011591191509e-06,
"loss": 0.0977,
"step": 46000
},
{
"epoch": 2.84,
"learning_rate": 1.0641895332966654e-06,
"loss": 0.0785,
"step": 46500
},
{
"epoch": 2.87,
"learning_rate": 8.604779074741797e-07,
"loss": 0.106,
"step": 47000
},
{
"epoch": 2.9,
"learning_rate": 6.571737049033389e-07,
"loss": 0.088,
"step": 47500
},
{
"epoch": 2.93,
"learning_rate": 4.5346207908085317e-07,
"loss": 0.087,
"step": 48000
},
{
"epoch": 2.96,
"learning_rate": 2.4975045325836747e-07,
"loss": 0.1096,
"step": 48500
},
{
"epoch": 2.99,
"learning_rate": 4.6038827435881766e-08,
"loss": 0.0768,
"step": 49000
},
{
"epoch": 3.0,
"eval_accuracy": 0.9584578601315002,
"eval_loss": 0.21173284947872162,
"eval_runtime": 18.7035,
"eval_samples_per_second": 357.794,
"eval_steps_per_second": 44.751,
"step": 49089
},
{
"epoch": 3.0,
"step": 49089,
"total_flos": 3.330874138659072e+16,
"train_loss": 0.1589348805035952,
"train_runtime": 5162.793,
"train_samples_per_second": 152.128,
"train_steps_per_second": 9.508
}
],
"max_steps": 49089,
"num_train_epochs": 3,
"total_flos": 3.330874138659072e+16,
"trial_name": null,
"trial_params": null
}