Md Mushfiqur Rahman
Upload with huggingface_hub
351ccf4
{
"best_metric": 73.27647476901208,
"best_model_checkpoint": "/scratch/mrahma45/pixel/finetuned_models/canine/bert-base-finetuned-parsing-ud-Chinese-GSD/checkpoint-14000",
"epoch": 120.0,
"global_step": 15000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8,
"learning_rate": 7.680000000000001e-05,
"loss": 4.5737,
"step": 100
},
{
"epoch": 1.6,
"learning_rate": 7.948456375838927e-05,
"loss": 2.1245,
"step": 200
},
{
"epoch": 2.4,
"learning_rate": 7.894765100671142e-05,
"loss": 1.597,
"step": 300
},
{
"epoch": 3.2,
"learning_rate": 7.841073825503357e-05,
"loss": 1.3112,
"step": 400
},
{
"epoch": 4.0,
"learning_rate": 7.78738255033557e-05,
"loss": 1.101,
"step": 500
},
{
"epoch": 4.0,
"eval_las": 64.06064913527601,
"eval_loss": 1.3798493146896362,
"eval_runtime": 3.307,
"eval_samples_per_second": 151.193,
"eval_steps_per_second": 19.05,
"eval_uas": 69.56487404248598,
"step": 500
},
{
"epoch": 4.8,
"learning_rate": 7.733691275167786e-05,
"loss": 0.8747,
"step": 600
},
{
"epoch": 5.6,
"learning_rate": 7.680000000000001e-05,
"loss": 0.7512,
"step": 700
},
{
"epoch": 6.4,
"learning_rate": 7.626308724832216e-05,
"loss": 0.6672,
"step": 800
},
{
"epoch": 7.2,
"learning_rate": 7.57261744966443e-05,
"loss": 0.5748,
"step": 900
},
{
"epoch": 8.0,
"learning_rate": 7.518926174496645e-05,
"loss": 0.5202,
"step": 1000
},
{
"epoch": 8.0,
"eval_las": 68.13551291163232,
"eval_loss": 1.5277836322784424,
"eval_runtime": 3.3863,
"eval_samples_per_second": 147.653,
"eval_steps_per_second": 18.604,
"eval_uas": 73.33965095159125,
"step": 1000
},
{
"epoch": 8.8,
"learning_rate": 7.46523489932886e-05,
"loss": 0.4395,
"step": 1100
},
{
"epoch": 9.6,
"learning_rate": 7.411543624161075e-05,
"loss": 0.3923,
"step": 1200
},
{
"epoch": 10.4,
"learning_rate": 7.35785234899329e-05,
"loss": 0.3607,
"step": 1300
},
{
"epoch": 11.2,
"learning_rate": 7.304161073825505e-05,
"loss": 0.3235,
"step": 1400
},
{
"epoch": 12.0,
"learning_rate": 7.25046979865772e-05,
"loss": 0.3021,
"step": 1500
},
{
"epoch": 12.0,
"eval_las": 69.40693358603806,
"eval_loss": 1.897964596748352,
"eval_runtime": 3.2504,
"eval_samples_per_second": 153.829,
"eval_steps_per_second": 19.382,
"eval_uas": 74.69793887704336,
"step": 1500
},
{
"epoch": 12.8,
"learning_rate": 7.196778523489934e-05,
"loss": 0.2557,
"step": 1600
},
{
"epoch": 13.6,
"learning_rate": 7.143087248322148e-05,
"loss": 0.2355,
"step": 1700
},
{
"epoch": 14.4,
"learning_rate": 7.089395973154363e-05,
"loss": 0.2258,
"step": 1800
},
{
"epoch": 15.2,
"learning_rate": 7.035704697986578e-05,
"loss": 0.2039,
"step": 1900
},
{
"epoch": 16.0,
"learning_rate": 6.982013422818792e-05,
"loss": 0.1922,
"step": 2000
},
{
"epoch": 16.0,
"eval_las": 70.1334596856985,
"eval_loss": 2.0691661834716797,
"eval_runtime": 3.237,
"eval_samples_per_second": 154.463,
"eval_steps_per_second": 19.462,
"eval_uas": 75.53502329621733,
"step": 2000
},
{
"epoch": 16.8,
"learning_rate": 6.928322147651007e-05,
"loss": 0.1741,
"step": 2100
},
{
"epoch": 17.6,
"learning_rate": 6.874630872483222e-05,
"loss": 0.1636,
"step": 2200
},
{
"epoch": 18.4,
"learning_rate": 6.820939597315437e-05,
"loss": 0.1527,
"step": 2300
},
{
"epoch": 19.2,
"learning_rate": 6.767248322147652e-05,
"loss": 0.1474,
"step": 2400
},
{
"epoch": 20.0,
"learning_rate": 6.713557046979866e-05,
"loss": 0.138,
"step": 2500
},
{
"epoch": 20.0,
"eval_las": 70.16504777698808,
"eval_loss": 2.318901777267456,
"eval_runtime": 3.2483,
"eval_samples_per_second": 153.926,
"eval_steps_per_second": 19.395,
"eval_uas": 75.54292031903972,
"step": 2500
},
{
"epoch": 20.8,
"learning_rate": 6.659865771812081e-05,
"loss": 0.1252,
"step": 2600
},
{
"epoch": 21.6,
"learning_rate": 6.606174496644296e-05,
"loss": 0.1177,
"step": 2700
},
{
"epoch": 22.4,
"learning_rate": 6.55248322147651e-05,
"loss": 0.1131,
"step": 2800
},
{
"epoch": 23.2,
"learning_rate": 6.498791946308724e-05,
"loss": 0.108,
"step": 2900
},
{
"epoch": 24.0,
"learning_rate": 6.445100671140939e-05,
"loss": 0.1055,
"step": 3000
},
{
"epoch": 24.0,
"eval_las": 70.98633815051726,
"eval_loss": 2.5012738704681396,
"eval_runtime": 3.232,
"eval_samples_per_second": 154.704,
"eval_steps_per_second": 19.493,
"eval_uas": 75.92987443733712,
"step": 3000
},
{
"epoch": 24.8,
"learning_rate": 6.391409395973154e-05,
"loss": 0.096,
"step": 3100
},
{
"epoch": 25.6,
"learning_rate": 6.337718120805369e-05,
"loss": 0.0935,
"step": 3200
},
{
"epoch": 26.4,
"learning_rate": 6.284026845637584e-05,
"loss": 0.0857,
"step": 3300
},
{
"epoch": 27.2,
"learning_rate": 6.230335570469799e-05,
"loss": 0.0838,
"step": 3400
},
{
"epoch": 28.0,
"learning_rate": 6.176644295302013e-05,
"loss": 0.0798,
"step": 3500
},
{
"epoch": 28.0,
"eval_las": 71.54702677090737,
"eval_loss": 2.6194210052490234,
"eval_runtime": 3.2513,
"eval_samples_per_second": 153.784,
"eval_steps_per_second": 19.377,
"eval_uas": 76.27734344152255,
"step": 3500
},
{
"epoch": 28.8,
"learning_rate": 6.122953020134228e-05,
"loss": 0.0756,
"step": 3600
},
{
"epoch": 29.6,
"learning_rate": 6.069261744966444e-05,
"loss": 0.0724,
"step": 3700
},
{
"epoch": 30.4,
"learning_rate": 6.0155704697986585e-05,
"loss": 0.0708,
"step": 3800
},
{
"epoch": 31.2,
"learning_rate": 5.9618791946308734e-05,
"loss": 0.0682,
"step": 3900
},
{
"epoch": 32.0,
"learning_rate": 5.9081879194630875e-05,
"loss": 0.0646,
"step": 4000
},
{
"epoch": 32.0,
"eval_las": 70.67835426044381,
"eval_loss": 2.809868097305298,
"eval_runtime": 3.2209,
"eval_samples_per_second": 155.237,
"eval_steps_per_second": 19.56,
"eval_uas": 75.81141909500118,
"step": 4000
},
{
"epoch": 32.8,
"learning_rate": 5.854496644295302e-05,
"loss": 0.0627,
"step": 4100
},
{
"epoch": 33.6,
"learning_rate": 5.800805369127517e-05,
"loss": 0.0612,
"step": 4200
},
{
"epoch": 34.4,
"learning_rate": 5.747114093959732e-05,
"loss": 0.0569,
"step": 4300
},
{
"epoch": 35.2,
"learning_rate": 5.693422818791947e-05,
"loss": 0.0568,
"step": 4400
},
{
"epoch": 36.0,
"learning_rate": 5.6397315436241616e-05,
"loss": 0.0535,
"step": 4500
},
{
"epoch": 36.0,
"eval_las": 71.18376372107716,
"eval_loss": 2.8807671070098877,
"eval_runtime": 3.2489,
"eval_samples_per_second": 153.901,
"eval_steps_per_second": 19.391,
"eval_uas": 76.31682855563453,
"step": 4500
},
{
"epoch": 36.8,
"learning_rate": 5.5860402684563764e-05,
"loss": 0.0503,
"step": 4600
},
{
"epoch": 37.6,
"learning_rate": 5.532348993288591e-05,
"loss": 0.0484,
"step": 4700
},
{
"epoch": 38.4,
"learning_rate": 5.478657718120806e-05,
"loss": 0.0462,
"step": 4800
},
{
"epoch": 39.2,
"learning_rate": 5.424966442953021e-05,
"loss": 0.045,
"step": 4900
},
{
"epoch": 40.0,
"learning_rate": 5.371275167785236e-05,
"loss": 0.0465,
"step": 5000
},
{
"epoch": 40.0,
"eval_las": 71.76024638711206,
"eval_loss": 3.0303280353546143,
"eval_runtime": 3.2476,
"eval_samples_per_second": 153.959,
"eval_steps_per_second": 19.399,
"eval_uas": 76.87751717602464,
"step": 5000
},
{
"epoch": 40.8,
"learning_rate": 5.31758389261745e-05,
"loss": 0.0424,
"step": 5100
},
{
"epoch": 41.6,
"learning_rate": 5.263892617449665e-05,
"loss": 0.0411,
"step": 5200
},
{
"epoch": 42.4,
"learning_rate": 5.2102013422818795e-05,
"loss": 0.0397,
"step": 5300
},
{
"epoch": 43.2,
"learning_rate": 5.1565100671140944e-05,
"loss": 0.0391,
"step": 5400
},
{
"epoch": 44.0,
"learning_rate": 5.102818791946309e-05,
"loss": 0.0368,
"step": 5500
},
{
"epoch": 44.0,
"eval_las": 71.96556898049435,
"eval_loss": 3.1702797412872314,
"eval_runtime": 3.2488,
"eval_samples_per_second": 153.903,
"eval_steps_per_second": 19.392,
"eval_uas": 77.01176656400537,
"step": 5500
},
{
"epoch": 44.8,
"learning_rate": 5.049127516778524e-05,
"loss": 0.0368,
"step": 5600
},
{
"epoch": 45.6,
"learning_rate": 4.995436241610739e-05,
"loss": 0.0353,
"step": 5700
},
{
"epoch": 46.4,
"learning_rate": 4.941744966442954e-05,
"loss": 0.0348,
"step": 5800
},
{
"epoch": 47.2,
"learning_rate": 4.8880536912751685e-05,
"loss": 0.0346,
"step": 5900
},
{
"epoch": 48.0,
"learning_rate": 4.834362416107383e-05,
"loss": 0.0313,
"step": 6000
},
{
"epoch": 48.0,
"eval_las": 71.61809997630894,
"eval_loss": 3.2243900299072266,
"eval_runtime": 3.2269,
"eval_samples_per_second": 154.949,
"eval_steps_per_second": 19.524,
"eval_uas": 76.7669588565111,
"step": 6000
},
{
"epoch": 48.8,
"learning_rate": 4.780671140939598e-05,
"loss": 0.0297,
"step": 6100
},
{
"epoch": 49.6,
"learning_rate": 4.726979865771813e-05,
"loss": 0.032,
"step": 6200
},
{
"epoch": 50.4,
"learning_rate": 4.673288590604027e-05,
"loss": 0.0302,
"step": 6300
},
{
"epoch": 51.2,
"learning_rate": 4.619597315436242e-05,
"loss": 0.0301,
"step": 6400
},
{
"epoch": 52.0,
"learning_rate": 4.565906040268457e-05,
"loss": 0.0296,
"step": 6500
},
{
"epoch": 52.0,
"eval_las": 71.74445234146727,
"eval_loss": 3.1685025691986084,
"eval_runtime": 3.2336,
"eval_samples_per_second": 154.625,
"eval_steps_per_second": 19.483,
"eval_uas": 76.71957671957672,
"step": 6500
},
{
"epoch": 52.8,
"learning_rate": 4.5122147651006716e-05,
"loss": 0.0272,
"step": 6600
},
{
"epoch": 53.6,
"learning_rate": 4.4585234899328864e-05,
"loss": 0.0275,
"step": 6700
},
{
"epoch": 54.4,
"learning_rate": 4.404832214765101e-05,
"loss": 0.0269,
"step": 6800
},
{
"epoch": 55.2,
"learning_rate": 4.351140939597316e-05,
"loss": 0.026,
"step": 6900
},
{
"epoch": 56.0,
"learning_rate": 4.297449664429531e-05,
"loss": 0.0262,
"step": 7000
},
{
"epoch": 56.0,
"eval_las": 72.02084814025113,
"eval_loss": 3.4257876873016357,
"eval_runtime": 3.2313,
"eval_samples_per_second": 154.737,
"eval_steps_per_second": 19.497,
"eval_uas": 77.12232488351891,
"step": 7000
},
{
"epoch": 56.8,
"learning_rate": 4.243758389261746e-05,
"loss": 0.0221,
"step": 7100
},
{
"epoch": 57.6,
"learning_rate": 4.1900671140939605e-05,
"loss": 0.021,
"step": 7200
},
{
"epoch": 58.4,
"learning_rate": 4.1363758389261754e-05,
"loss": 0.0215,
"step": 7300
},
{
"epoch": 59.2,
"learning_rate": 4.0826845637583895e-05,
"loss": 0.0226,
"step": 7400
},
{
"epoch": 60.0,
"learning_rate": 4.028993288590604e-05,
"loss": 0.0233,
"step": 7500
},
{
"epoch": 60.0,
"eval_las": 71.80762852404644,
"eval_loss": 3.463973045349121,
"eval_runtime": 3.2516,
"eval_samples_per_second": 153.771,
"eval_steps_per_second": 19.375,
"eval_uas": 76.79854694780069,
"step": 7500
},
{
"epoch": 60.8,
"learning_rate": 3.975302013422819e-05,
"loss": 0.0213,
"step": 7600
},
{
"epoch": 61.6,
"learning_rate": 3.921610738255034e-05,
"loss": 0.02,
"step": 7700
},
{
"epoch": 62.4,
"learning_rate": 3.867919463087249e-05,
"loss": 0.0204,
"step": 7800
},
{
"epoch": 63.2,
"learning_rate": 3.8142281879194636e-05,
"loss": 0.0197,
"step": 7900
},
{
"epoch": 64.0,
"learning_rate": 3.7605369127516784e-05,
"loss": 0.0193,
"step": 8000
},
{
"epoch": 64.0,
"eval_las": 71.878701729448,
"eval_loss": 3.574808120727539,
"eval_runtime": 3.2387,
"eval_samples_per_second": 154.383,
"eval_steps_per_second": 19.452,
"eval_uas": 77.03545763247256,
"step": 8000
},
{
"epoch": 64.8,
"learning_rate": 3.706845637583893e-05,
"loss": 0.0174,
"step": 8100
},
{
"epoch": 65.6,
"learning_rate": 3.653154362416108e-05,
"loss": 0.0183,
"step": 8200
},
{
"epoch": 66.4,
"learning_rate": 3.599463087248322e-05,
"loss": 0.0193,
"step": 8300
},
{
"epoch": 67.2,
"learning_rate": 3.545771812080537e-05,
"loss": 0.017,
"step": 8400
},
{
"epoch": 68.0,
"learning_rate": 3.492080536912752e-05,
"loss": 0.0161,
"step": 8500
},
{
"epoch": 68.0,
"eval_las": 71.98136302613915,
"eval_loss": 3.7389907836914062,
"eval_runtime": 3.2198,
"eval_samples_per_second": 155.288,
"eval_steps_per_second": 19.566,
"eval_uas": 76.91700229013662,
"step": 8500
},
{
"epoch": 68.8,
"learning_rate": 3.438389261744967e-05,
"loss": 0.0165,
"step": 8600
},
{
"epoch": 69.6,
"learning_rate": 3.3846979865771815e-05,
"loss": 0.0157,
"step": 8700
},
{
"epoch": 70.4,
"learning_rate": 3.3310067114093964e-05,
"loss": 0.014,
"step": 8800
},
{
"epoch": 71.2,
"learning_rate": 3.277315436241611e-05,
"loss": 0.0144,
"step": 8900
},
{
"epoch": 72.0,
"learning_rate": 3.223624161073826e-05,
"loss": 0.0149,
"step": 9000
},
{
"epoch": 72.0,
"eval_las": 72.36831714443655,
"eval_loss": 3.806819438934326,
"eval_runtime": 3.2367,
"eval_samples_per_second": 154.477,
"eval_steps_per_second": 19.464,
"eval_uas": 77.35133854536839,
"step": 9000
},
{
"epoch": 72.8,
"learning_rate": 3.169932885906041e-05,
"loss": 0.0159,
"step": 9100
},
{
"epoch": 73.6,
"learning_rate": 3.1162416107382557e-05,
"loss": 0.0126,
"step": 9200
},
{
"epoch": 74.4,
"learning_rate": 3.0625503355704705e-05,
"loss": 0.0128,
"step": 9300
},
{
"epoch": 75.2,
"learning_rate": 3.0088590604026846e-05,
"loss": 0.0143,
"step": 9400
},
{
"epoch": 76.0,
"learning_rate": 2.9551677852348995e-05,
"loss": 0.0121,
"step": 9500
},
{
"epoch": 76.0,
"eval_las": 72.39990523572614,
"eval_loss": 3.9205520153045654,
"eval_runtime": 3.2187,
"eval_samples_per_second": 155.341,
"eval_steps_per_second": 19.573,
"eval_uas": 77.27236831714444,
"step": 9500
},
{
"epoch": 76.8,
"learning_rate": 2.9014765100671143e-05,
"loss": 0.012,
"step": 9600
},
{
"epoch": 77.6,
"learning_rate": 2.847785234899329e-05,
"loss": 0.0124,
"step": 9700
},
{
"epoch": 78.4,
"learning_rate": 2.794093959731544e-05,
"loss": 0.0109,
"step": 9800
},
{
"epoch": 79.2,
"learning_rate": 2.7404026845637588e-05,
"loss": 0.0112,
"step": 9900
},
{
"epoch": 80.0,
"learning_rate": 2.6867114093959732e-05,
"loss": 0.0113,
"step": 10000
},
{
"epoch": 80.0,
"eval_las": 72.17878859669904,
"eval_loss": 3.9717860221862793,
"eval_runtime": 3.2195,
"eval_samples_per_second": 155.302,
"eval_steps_per_second": 19.568,
"eval_uas": 77.15391297480849,
"step": 10000
},
{
"epoch": 80.8,
"learning_rate": 2.633020134228188e-05,
"loss": 0.0118,
"step": 10100
},
{
"epoch": 81.6,
"learning_rate": 2.579328859060403e-05,
"loss": 0.0102,
"step": 10200
},
{
"epoch": 82.4,
"learning_rate": 2.5256375838926177e-05,
"loss": 0.0112,
"step": 10300
},
{
"epoch": 83.2,
"learning_rate": 2.4719463087248325e-05,
"loss": 0.0109,
"step": 10400
},
{
"epoch": 84.0,
"learning_rate": 2.4182550335570474e-05,
"loss": 0.0086,
"step": 10500
},
{
"epoch": 84.0,
"eval_las": 72.4709784411277,
"eval_loss": 4.107804775238037,
"eval_runtime": 3.2109,
"eval_samples_per_second": 155.72,
"eval_steps_per_second": 19.621,
"eval_uas": 77.41451472794756,
"step": 10500
},
{
"epoch": 84.8,
"learning_rate": 2.364563758389262e-05,
"loss": 0.0094,
"step": 10600
},
{
"epoch": 85.6,
"learning_rate": 2.3108724832214767e-05,
"loss": 0.009,
"step": 10700
},
{
"epoch": 86.4,
"learning_rate": 2.2571812080536915e-05,
"loss": 0.0078,
"step": 10800
},
{
"epoch": 87.2,
"learning_rate": 2.2034899328859063e-05,
"loss": 0.0082,
"step": 10900
},
{
"epoch": 88.0,
"learning_rate": 2.149798657718121e-05,
"loss": 0.0091,
"step": 11000
},
{
"epoch": 88.0,
"eval_las": 72.34462607596936,
"eval_loss": 4.17307710647583,
"eval_runtime": 3.2189,
"eval_samples_per_second": 155.332,
"eval_steps_per_second": 19.572,
"eval_uas": 77.18550106609808,
"step": 11000
},
{
"epoch": 88.8,
"learning_rate": 2.0961073825503356e-05,
"loss": 0.008,
"step": 11100
},
{
"epoch": 89.6,
"learning_rate": 2.0424161073825505e-05,
"loss": 0.0079,
"step": 11200
},
{
"epoch": 90.4,
"learning_rate": 1.9887248322147653e-05,
"loss": 0.0073,
"step": 11300
},
{
"epoch": 91.2,
"learning_rate": 1.93503355704698e-05,
"loss": 0.0075,
"step": 11400
},
{
"epoch": 92.0,
"learning_rate": 1.881342281879195e-05,
"loss": 0.0072,
"step": 11500
},
{
"epoch": 92.0,
"eval_las": 72.58153676064124,
"eval_loss": 4.29336404800415,
"eval_runtime": 3.2461,
"eval_samples_per_second": 154.032,
"eval_steps_per_second": 19.408,
"eval_uas": 77.58824923004028,
"step": 11500
},
{
"epoch": 92.8,
"learning_rate": 1.8276510067114094e-05,
"loss": 0.0066,
"step": 11600
},
{
"epoch": 93.6,
"learning_rate": 1.7739597315436242e-05,
"loss": 0.0065,
"step": 11700
},
{
"epoch": 94.4,
"learning_rate": 1.720268456375839e-05,
"loss": 0.0068,
"step": 11800
},
{
"epoch": 95.2,
"learning_rate": 1.666577181208054e-05,
"loss": 0.0063,
"step": 11900
},
{
"epoch": 96.0,
"learning_rate": 1.6128859060402687e-05,
"loss": 0.0058,
"step": 12000
},
{
"epoch": 96.0,
"eval_las": 72.78685935402353,
"eval_loss": 4.2894287109375,
"eval_runtime": 3.1913,
"eval_samples_per_second": 156.677,
"eval_steps_per_second": 19.741,
"eval_uas": 77.70670457237621,
"step": 12000
},
{
"epoch": 96.8,
"learning_rate": 1.5591946308724832e-05,
"loss": 0.0053,
"step": 12100
},
{
"epoch": 97.6,
"learning_rate": 1.505503355704698e-05,
"loss": 0.0058,
"step": 12200
},
{
"epoch": 98.4,
"learning_rate": 1.4518120805369128e-05,
"loss": 0.0055,
"step": 12300
},
{
"epoch": 99.2,
"learning_rate": 1.3981208053691275e-05,
"loss": 0.0061,
"step": 12400
},
{
"epoch": 100.0,
"learning_rate": 1.3444295302013423e-05,
"loss": 0.0058,
"step": 12500
},
{
"epoch": 100.0,
"eval_las": 72.82634446813552,
"eval_loss": 4.251532554626465,
"eval_runtime": 3.1899,
"eval_samples_per_second": 156.746,
"eval_steps_per_second": 19.75,
"eval_uas": 77.7461896864882,
"step": 12500
},
{
"epoch": 100.8,
"learning_rate": 1.2912751677852352e-05,
"loss": 0.0048,
"step": 12600
},
{
"epoch": 101.6,
"learning_rate": 1.2375838926174497e-05,
"loss": 0.0044,
"step": 12700
},
{
"epoch": 102.4,
"learning_rate": 1.1838926174496645e-05,
"loss": 0.0054,
"step": 12800
},
{
"epoch": 103.2,
"learning_rate": 1.1302013422818795e-05,
"loss": 0.0048,
"step": 12900
},
{
"epoch": 104.0,
"learning_rate": 1.076510067114094e-05,
"loss": 0.0052,
"step": 13000
},
{
"epoch": 104.0,
"eval_las": 72.66050698886521,
"eval_loss": 4.392012596130371,
"eval_runtime": 3.19,
"eval_samples_per_second": 156.741,
"eval_steps_per_second": 19.749,
"eval_uas": 77.46979388770433,
"step": 13000
},
{
"epoch": 104.8,
"learning_rate": 1.0228187919463088e-05,
"loss": 0.005,
"step": 13100
},
{
"epoch": 105.6,
"learning_rate": 9.691275167785236e-06,
"loss": 0.0043,
"step": 13200
},
{
"epoch": 106.4,
"learning_rate": 9.154362416107383e-06,
"loss": 0.0039,
"step": 13300
},
{
"epoch": 107.2,
"learning_rate": 8.617449664429531e-06,
"loss": 0.0035,
"step": 13400
},
{
"epoch": 108.0,
"learning_rate": 8.085906040268458e-06,
"loss": 0.0046,
"step": 13500
},
{
"epoch": 108.0,
"eval_las": 72.97638790176103,
"eval_loss": 4.4607110023498535,
"eval_runtime": 3.1889,
"eval_samples_per_second": 156.795,
"eval_steps_per_second": 19.756,
"eval_uas": 77.83305693753455,
"step": 13500
},
{
"epoch": 108.8,
"learning_rate": 7.548993288590605e-06,
"loss": 0.0038,
"step": 13600
},
{
"epoch": 109.6,
"learning_rate": 7.012080536912752e-06,
"loss": 0.0039,
"step": 13700
},
{
"epoch": 110.4,
"learning_rate": 6.475167785234899e-06,
"loss": 0.0034,
"step": 13800
},
{
"epoch": 111.2,
"learning_rate": 5.938255033557048e-06,
"loss": 0.0034,
"step": 13900
},
{
"epoch": 112.0,
"learning_rate": 5.401342281879195e-06,
"loss": 0.003,
"step": 14000
},
{
"epoch": 112.0,
"eval_las": 73.27647476901208,
"eval_loss": 4.440804481506348,
"eval_runtime": 3.1908,
"eval_samples_per_second": 156.703,
"eval_steps_per_second": 19.745,
"eval_uas": 77.99889441680486,
"step": 14000
},
{
"epoch": 112.8,
"learning_rate": 4.864429530201343e-06,
"loss": 0.0035,
"step": 14100
},
{
"epoch": 113.6,
"learning_rate": 4.32751677852349e-06,
"loss": 0.0031,
"step": 14200
},
{
"epoch": 114.4,
"learning_rate": 3.790604026845638e-06,
"loss": 0.0029,
"step": 14300
},
{
"epoch": 115.2,
"learning_rate": 3.253691275167786e-06,
"loss": 0.0035,
"step": 14400
},
{
"epoch": 116.0,
"learning_rate": 2.716778523489933e-06,
"loss": 0.0027,
"step": 14500
},
{
"epoch": 116.0,
"eval_las": 73.2448866777225,
"eval_loss": 4.51676607131958,
"eval_runtime": 3.1897,
"eval_samples_per_second": 156.756,
"eval_steps_per_second": 19.751,
"eval_uas": 77.91202716575852,
"step": 14500
},
{
"epoch": 116.8,
"learning_rate": 2.1798657718120807e-06,
"loss": 0.0026,
"step": 14600
},
{
"epoch": 117.6,
"learning_rate": 1.6429530201342283e-06,
"loss": 0.0028,
"step": 14700
},
{
"epoch": 118.4,
"learning_rate": 1.1060402684563759e-06,
"loss": 0.003,
"step": 14800
},
{
"epoch": 119.2,
"learning_rate": 5.691275167785235e-07,
"loss": 0.0035,
"step": 14900
},
{
"epoch": 120.0,
"learning_rate": 3.2214765100671145e-08,
"loss": 0.0032,
"step": 15000
},
{
"epoch": 120.0,
"eval_las": 73.11853431256417,
"eval_loss": 4.538000583648682,
"eval_runtime": 3.1945,
"eval_samples_per_second": 156.52,
"eval_steps_per_second": 19.721,
"eval_uas": 77.84095396035694,
"step": 15000
},
{
"epoch": 120.0,
"step": 15000,
"total_flos": 9.575030782291968e+16,
"train_loss": 0.140908819069465,
"train_runtime": 6658.0803,
"train_samples_per_second": 72.093,
"train_steps_per_second": 2.253
}
],
"max_steps": 15000,
"num_train_epochs": 120,
"total_flos": 9.575030782291968e+16,
"trial_name": null,
"trial_params": null
}