Andric Valdez
restore
f6b1ea6
{
"best_metric": 0.19777873158454895,
"best_model_checkpoint": "nghuyong/ernie-2.0-base-en/subtaskA/0/checkpoint-71856",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 71856,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 1.9860832776664444e-05,
"loss": 0.4761,
"step": 500
},
{
"epoch": 0.04,
"learning_rate": 1.9721665553328883e-05,
"loss": 0.3754,
"step": 1000
},
{
"epoch": 0.06,
"learning_rate": 1.9582498329993322e-05,
"loss": 0.3187,
"step": 1500
},
{
"epoch": 0.08,
"learning_rate": 1.944333110665776e-05,
"loss": 0.3292,
"step": 2000
},
{
"epoch": 0.1,
"learning_rate": 1.9304163883322203e-05,
"loss": 0.269,
"step": 2500
},
{
"epoch": 0.13,
"learning_rate": 1.9164996659986642e-05,
"loss": 0.2716,
"step": 3000
},
{
"epoch": 0.15,
"learning_rate": 1.902582943665108e-05,
"loss": 0.2496,
"step": 3500
},
{
"epoch": 0.17,
"learning_rate": 1.888666221331552e-05,
"loss": 0.2035,
"step": 4000
},
{
"epoch": 0.19,
"learning_rate": 1.8747494989979962e-05,
"loss": 0.2654,
"step": 4500
},
{
"epoch": 0.21,
"learning_rate": 1.86083277666444e-05,
"loss": 0.2489,
"step": 5000
},
{
"epoch": 0.23,
"learning_rate": 1.8469160543308843e-05,
"loss": 0.2162,
"step": 5500
},
{
"epoch": 0.25,
"learning_rate": 1.832999331997328e-05,
"loss": 0.2375,
"step": 6000
},
{
"epoch": 0.27,
"learning_rate": 1.819082609663772e-05,
"loss": 0.2367,
"step": 6500
},
{
"epoch": 0.29,
"learning_rate": 1.805165887330216e-05,
"loss": 0.238,
"step": 7000
},
{
"epoch": 0.31,
"learning_rate": 1.7912491649966602e-05,
"loss": 0.2017,
"step": 7500
},
{
"epoch": 0.33,
"learning_rate": 1.777332442663104e-05,
"loss": 0.2096,
"step": 8000
},
{
"epoch": 0.35,
"learning_rate": 1.763415720329548e-05,
"loss": 0.2028,
"step": 8500
},
{
"epoch": 0.38,
"learning_rate": 1.7494989979959922e-05,
"loss": 0.267,
"step": 9000
},
{
"epoch": 0.4,
"learning_rate": 1.735582275662436e-05,
"loss": 0.2098,
"step": 9500
},
{
"epoch": 0.42,
"learning_rate": 1.72166555332888e-05,
"loss": 0.2167,
"step": 10000
},
{
"epoch": 0.44,
"learning_rate": 1.707748830995324e-05,
"loss": 0.1927,
"step": 10500
},
{
"epoch": 0.46,
"learning_rate": 1.693832108661768e-05,
"loss": 0.1595,
"step": 11000
},
{
"epoch": 0.48,
"learning_rate": 1.679915386328212e-05,
"loss": 0.1724,
"step": 11500
},
{
"epoch": 0.5,
"learning_rate": 1.6659986639946563e-05,
"loss": 0.1884,
"step": 12000
},
{
"epoch": 0.52,
"learning_rate": 1.6520819416611002e-05,
"loss": 0.1607,
"step": 12500
},
{
"epoch": 0.54,
"learning_rate": 1.638165219327544e-05,
"loss": 0.1893,
"step": 13000
},
{
"epoch": 0.56,
"learning_rate": 1.624248496993988e-05,
"loss": 0.1775,
"step": 13500
},
{
"epoch": 0.58,
"learning_rate": 1.6103317746604322e-05,
"loss": 0.1716,
"step": 14000
},
{
"epoch": 0.61,
"learning_rate": 1.596415052326876e-05,
"loss": 0.1563,
"step": 14500
},
{
"epoch": 0.63,
"learning_rate": 1.58249832999332e-05,
"loss": 0.1856,
"step": 15000
},
{
"epoch": 0.65,
"learning_rate": 1.5685816076597642e-05,
"loss": 0.1454,
"step": 15500
},
{
"epoch": 0.67,
"learning_rate": 1.554664885326208e-05,
"loss": 0.1488,
"step": 16000
},
{
"epoch": 0.69,
"learning_rate": 1.5407481629926523e-05,
"loss": 0.1879,
"step": 16500
},
{
"epoch": 0.71,
"learning_rate": 1.5268314406590962e-05,
"loss": 0.1438,
"step": 17000
},
{
"epoch": 0.73,
"learning_rate": 1.5129147183255401e-05,
"loss": 0.1797,
"step": 17500
},
{
"epoch": 0.75,
"learning_rate": 1.498997995991984e-05,
"loss": 0.1457,
"step": 18000
},
{
"epoch": 0.77,
"learning_rate": 1.485081273658428e-05,
"loss": 0.1379,
"step": 18500
},
{
"epoch": 0.79,
"learning_rate": 1.471164551324872e-05,
"loss": 0.1472,
"step": 19000
},
{
"epoch": 0.81,
"learning_rate": 1.4572478289913162e-05,
"loss": 0.1233,
"step": 19500
},
{
"epoch": 0.84,
"learning_rate": 1.44333110665776e-05,
"loss": 0.1456,
"step": 20000
},
{
"epoch": 0.86,
"learning_rate": 1.4294143843242041e-05,
"loss": 0.1444,
"step": 20500
},
{
"epoch": 0.88,
"learning_rate": 1.415497661990648e-05,
"loss": 0.1413,
"step": 21000
},
{
"epoch": 0.9,
"learning_rate": 1.4015809396570921e-05,
"loss": 0.1428,
"step": 21500
},
{
"epoch": 0.92,
"learning_rate": 1.3876642173235361e-05,
"loss": 0.1305,
"step": 22000
},
{
"epoch": 0.94,
"learning_rate": 1.37374749498998e-05,
"loss": 0.1669,
"step": 22500
},
{
"epoch": 0.96,
"learning_rate": 1.3598307726564241e-05,
"loss": 0.1417,
"step": 23000
},
{
"epoch": 0.98,
"learning_rate": 1.345914050322868e-05,
"loss": 0.1494,
"step": 23500
},
{
"epoch": 1.0,
"eval_f1": 0.9453072812291249,
"eval_loss": 0.30735036730766296,
"eval_runtime": 307.615,
"eval_samples_per_second": 77.864,
"eval_steps_per_second": 19.466,
"step": 23952
},
{
"epoch": 1.0,
"learning_rate": 1.331997327989312e-05,
"loss": 0.1028,
"step": 24000
},
{
"epoch": 1.02,
"learning_rate": 1.318080605655756e-05,
"loss": 0.0729,
"step": 24500
},
{
"epoch": 1.04,
"learning_rate": 1.3041638833222002e-05,
"loss": 0.0976,
"step": 25000
},
{
"epoch": 1.06,
"learning_rate": 1.290247160988644e-05,
"loss": 0.0782,
"step": 25500
},
{
"epoch": 1.09,
"learning_rate": 1.2763304386550881e-05,
"loss": 0.0977,
"step": 26000
},
{
"epoch": 1.11,
"learning_rate": 1.262413716321532e-05,
"loss": 0.0837,
"step": 26500
},
{
"epoch": 1.13,
"learning_rate": 1.248496993987976e-05,
"loss": 0.1268,
"step": 27000
},
{
"epoch": 1.15,
"learning_rate": 1.23458027165442e-05,
"loss": 0.0819,
"step": 27500
},
{
"epoch": 1.17,
"learning_rate": 1.220663549320864e-05,
"loss": 0.0932,
"step": 28000
},
{
"epoch": 1.19,
"learning_rate": 1.206746826987308e-05,
"loss": 0.0678,
"step": 28500
},
{
"epoch": 1.21,
"learning_rate": 1.192830104653752e-05,
"loss": 0.0864,
"step": 29000
},
{
"epoch": 1.23,
"learning_rate": 1.1789133823201962e-05,
"loss": 0.0909,
"step": 29500
},
{
"epoch": 1.25,
"learning_rate": 1.16499665998664e-05,
"loss": 0.0942,
"step": 30000
},
{
"epoch": 1.27,
"learning_rate": 1.1510799376530842e-05,
"loss": 0.0872,
"step": 30500
},
{
"epoch": 1.29,
"learning_rate": 1.137163215319528e-05,
"loss": 0.0692,
"step": 31000
},
{
"epoch": 1.32,
"learning_rate": 1.1232464929859721e-05,
"loss": 0.0876,
"step": 31500
},
{
"epoch": 1.34,
"learning_rate": 1.109329770652416e-05,
"loss": 0.079,
"step": 32000
},
{
"epoch": 1.36,
"learning_rate": 1.09541304831886e-05,
"loss": 0.0793,
"step": 32500
},
{
"epoch": 1.38,
"learning_rate": 1.081496325985304e-05,
"loss": 0.0912,
"step": 33000
},
{
"epoch": 1.4,
"learning_rate": 1.067579603651748e-05,
"loss": 0.0853,
"step": 33500
},
{
"epoch": 1.42,
"learning_rate": 1.053662881318192e-05,
"loss": 0.0807,
"step": 34000
},
{
"epoch": 1.44,
"learning_rate": 1.039746158984636e-05,
"loss": 0.0663,
"step": 34500
},
{
"epoch": 1.46,
"learning_rate": 1.0258294366510799e-05,
"loss": 0.1107,
"step": 35000
},
{
"epoch": 1.48,
"learning_rate": 1.0119127143175241e-05,
"loss": 0.0972,
"step": 35500
},
{
"epoch": 1.5,
"learning_rate": 9.97995991983968e-06,
"loss": 0.0696,
"step": 36000
},
{
"epoch": 1.52,
"learning_rate": 9.84079269650412e-06,
"loss": 0.074,
"step": 36500
},
{
"epoch": 1.54,
"learning_rate": 9.70162547316856e-06,
"loss": 0.0865,
"step": 37000
},
{
"epoch": 1.57,
"learning_rate": 9.562458249833e-06,
"loss": 0.1031,
"step": 37500
},
{
"epoch": 1.59,
"learning_rate": 9.423291026497439e-06,
"loss": 0.0582,
"step": 38000
},
{
"epoch": 1.61,
"learning_rate": 9.28412380316188e-06,
"loss": 0.094,
"step": 38500
},
{
"epoch": 1.63,
"learning_rate": 9.14495657982632e-06,
"loss": 0.0607,
"step": 39000
},
{
"epoch": 1.65,
"learning_rate": 9.005789356490761e-06,
"loss": 0.0828,
"step": 39500
},
{
"epoch": 1.67,
"learning_rate": 8.8666221331552e-06,
"loss": 0.083,
"step": 40000
},
{
"epoch": 1.69,
"learning_rate": 8.72745490981964e-06,
"loss": 0.0732,
"step": 40500
},
{
"epoch": 1.71,
"learning_rate": 8.588287686484081e-06,
"loss": 0.064,
"step": 41000
},
{
"epoch": 1.73,
"learning_rate": 8.44912046314852e-06,
"loss": 0.0883,
"step": 41500
},
{
"epoch": 1.75,
"learning_rate": 8.30995323981296e-06,
"loss": 0.0859,
"step": 42000
},
{
"epoch": 1.77,
"learning_rate": 8.1707860164774e-06,
"loss": 0.0704,
"step": 42500
},
{
"epoch": 1.8,
"learning_rate": 8.03161879314184e-06,
"loss": 0.0651,
"step": 43000
},
{
"epoch": 1.82,
"learning_rate": 7.892451569806279e-06,
"loss": 0.0832,
"step": 43500
},
{
"epoch": 1.84,
"learning_rate": 7.75328434647072e-06,
"loss": 0.0834,
"step": 44000
},
{
"epoch": 1.86,
"learning_rate": 7.614117123135159e-06,
"loss": 0.0769,
"step": 44500
},
{
"epoch": 1.88,
"learning_rate": 7.474949899799599e-06,
"loss": 0.0934,
"step": 45000
},
{
"epoch": 1.9,
"learning_rate": 7.33578267646404e-06,
"loss": 0.0711,
"step": 45500
},
{
"epoch": 1.92,
"learning_rate": 7.1966154531284795e-06,
"loss": 0.0766,
"step": 46000
},
{
"epoch": 1.94,
"learning_rate": 7.057448229792919e-06,
"loss": 0.0754,
"step": 46500
},
{
"epoch": 1.96,
"learning_rate": 6.91828100645736e-06,
"loss": 0.0664,
"step": 47000
},
{
"epoch": 1.98,
"learning_rate": 6.7791137831218005e-06,
"loss": 0.0767,
"step": 47500
},
{
"epoch": 2.0,
"eval_f1": 0.9613810955243821,
"eval_loss": 0.24657295644283295,
"eval_runtime": 308.1161,
"eval_samples_per_second": 77.737,
"eval_steps_per_second": 19.434,
"step": 47904
},
{
"epoch": 2.0,
"learning_rate": 6.63994655978624e-06,
"loss": 0.0632,
"step": 48000
},
{
"epoch": 2.02,
"learning_rate": 6.50077933645068e-06,
"loss": 0.0302,
"step": 48500
},
{
"epoch": 2.05,
"learning_rate": 6.36161211311512e-06,
"loss": 0.0557,
"step": 49000
},
{
"epoch": 2.07,
"learning_rate": 6.22244488977956e-06,
"loss": 0.0313,
"step": 49500
},
{
"epoch": 2.09,
"learning_rate": 6.083277666443999e-06,
"loss": 0.0411,
"step": 50000
},
{
"epoch": 2.11,
"learning_rate": 5.944110443108439e-06,
"loss": 0.0478,
"step": 50500
},
{
"epoch": 2.13,
"learning_rate": 5.80494321977288e-06,
"loss": 0.0324,
"step": 51000
},
{
"epoch": 2.15,
"learning_rate": 5.6657759964373195e-06,
"loss": 0.0363,
"step": 51500
},
{
"epoch": 2.17,
"learning_rate": 5.526608773101759e-06,
"loss": 0.034,
"step": 52000
},
{
"epoch": 2.19,
"learning_rate": 5.387441549766199e-06,
"loss": 0.0267,
"step": 52500
},
{
"epoch": 2.21,
"learning_rate": 5.248274326430639e-06,
"loss": 0.0418,
"step": 53000
},
{
"epoch": 2.23,
"learning_rate": 5.1091071030950786e-06,
"loss": 0.0288,
"step": 53500
},
{
"epoch": 2.25,
"learning_rate": 4.969939879759519e-06,
"loss": 0.0354,
"step": 54000
},
{
"epoch": 2.28,
"learning_rate": 4.830772656423959e-06,
"loss": 0.0415,
"step": 54500
},
{
"epoch": 2.3,
"learning_rate": 4.6916054330883996e-06,
"loss": 0.026,
"step": 55000
},
{
"epoch": 2.32,
"learning_rate": 4.552438209752839e-06,
"loss": 0.0354,
"step": 55500
},
{
"epoch": 2.34,
"learning_rate": 4.41327098641728e-06,
"loss": 0.0344,
"step": 56000
},
{
"epoch": 2.36,
"learning_rate": 4.27410376308172e-06,
"loss": 0.0238,
"step": 56500
},
{
"epoch": 2.38,
"learning_rate": 4.1349365397461595e-06,
"loss": 0.0382,
"step": 57000
},
{
"epoch": 2.4,
"learning_rate": 3.995769316410599e-06,
"loss": 0.026,
"step": 57500
},
{
"epoch": 2.42,
"learning_rate": 3.856602093075039e-06,
"loss": 0.028,
"step": 58000
},
{
"epoch": 2.44,
"learning_rate": 3.717434869739479e-06,
"loss": 0.0229,
"step": 58500
},
{
"epoch": 2.46,
"learning_rate": 3.578267646403919e-06,
"loss": 0.0372,
"step": 59000
},
{
"epoch": 2.48,
"learning_rate": 3.4391004230683596e-06,
"loss": 0.0344,
"step": 59500
},
{
"epoch": 2.51,
"learning_rate": 3.2999331997327993e-06,
"loss": 0.0179,
"step": 60000
},
{
"epoch": 2.53,
"learning_rate": 3.160765976397239e-06,
"loss": 0.0245,
"step": 60500
},
{
"epoch": 2.55,
"learning_rate": 3.0215987530616793e-06,
"loss": 0.0192,
"step": 61000
},
{
"epoch": 2.57,
"learning_rate": 2.882431529726119e-06,
"loss": 0.0185,
"step": 61500
},
{
"epoch": 2.59,
"learning_rate": 2.743264306390559e-06,
"loss": 0.0372,
"step": 62000
},
{
"epoch": 2.61,
"learning_rate": 2.604097083054999e-06,
"loss": 0.0417,
"step": 62500
},
{
"epoch": 2.63,
"learning_rate": 2.464929859719439e-06,
"loss": 0.0236,
"step": 63000
},
{
"epoch": 2.65,
"learning_rate": 2.325762636383879e-06,
"loss": 0.032,
"step": 63500
},
{
"epoch": 2.67,
"learning_rate": 2.186595413048319e-06,
"loss": 0.0356,
"step": 64000
},
{
"epoch": 2.69,
"learning_rate": 2.047428189712759e-06,
"loss": 0.0369,
"step": 64500
},
{
"epoch": 2.71,
"learning_rate": 1.908260966377199e-06,
"loss": 0.043,
"step": 65000
},
{
"epoch": 2.73,
"learning_rate": 1.769093743041639e-06,
"loss": 0.0304,
"step": 65500
},
{
"epoch": 2.76,
"learning_rate": 1.629926519706079e-06,
"loss": 0.0354,
"step": 66000
},
{
"epoch": 2.78,
"learning_rate": 1.4907592963705188e-06,
"loss": 0.026,
"step": 66500
},
{
"epoch": 2.8,
"learning_rate": 1.3515920730349588e-06,
"loss": 0.0272,
"step": 67000
},
{
"epoch": 2.82,
"learning_rate": 1.2124248496993988e-06,
"loss": 0.0231,
"step": 67500
},
{
"epoch": 2.84,
"learning_rate": 1.073257626363839e-06,
"loss": 0.0277,
"step": 68000
},
{
"epoch": 2.86,
"learning_rate": 9.340904030282788e-07,
"loss": 0.0216,
"step": 68500
},
{
"epoch": 2.88,
"learning_rate": 7.949231796927188e-07,
"loss": 0.0362,
"step": 69000
},
{
"epoch": 2.9,
"learning_rate": 6.557559563571589e-07,
"loss": 0.0167,
"step": 69500
},
{
"epoch": 2.92,
"learning_rate": 5.165887330215988e-07,
"loss": 0.0174,
"step": 70000
},
{
"epoch": 2.94,
"learning_rate": 3.7742150968603874e-07,
"loss": 0.0194,
"step": 70500
},
{
"epoch": 2.96,
"learning_rate": 2.3825428635047877e-07,
"loss": 0.0243,
"step": 71000
},
{
"epoch": 2.99,
"learning_rate": 9.908706301491873e-08,
"loss": 0.0151,
"step": 71500
},
{
"epoch": 3.0,
"eval_f1": 0.9735303941215765,
"eval_loss": 0.19777873158454895,
"eval_runtime": 307.9685,
"eval_samples_per_second": 77.774,
"eval_steps_per_second": 19.444,
"step": 71856
}
],
"logging_steps": 500,
"max_steps": 71856,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 7.56220639762944e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}