sbf-bart-sex / checkpoint-555 /trainer_state.json
anoaky's picture
Training in progress, epoch 1, checkpoint
406a5bd verified
raw
history blame
10.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 693,
"global_step": 555,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0,
"eval_f1": 0.14772727272727273,
"eval_loss": 0.8850772380828857,
"eval_precision": 0.08080808080808081,
"eval_recall": 0.859504132231405,
"eval_runtime": 99.3343,
"eval_samples_per_second": 47.043,
"eval_steps_per_second": 5.889,
"step": 0
},
{
"epoch": 0.018026137899954935,
"grad_norm": 6.000438690185547,
"learning_rate": 4.981949458483755e-05,
"loss": 0.3931,
"step": 10
},
{
"epoch": 0.03605227579990987,
"grad_norm": 47.497467041015625,
"learning_rate": 4.963898916967509e-05,
"loss": 0.2607,
"step": 20
},
{
"epoch": 0.054078413699864804,
"grad_norm": 13.464141845703125,
"learning_rate": 4.945848375451264e-05,
"loss": 0.1813,
"step": 30
},
{
"epoch": 0.07210455159981974,
"grad_norm": 15.57222843170166,
"learning_rate": 4.927797833935018e-05,
"loss": 0.2618,
"step": 40
},
{
"epoch": 0.09013068949977468,
"grad_norm": 11.892234802246094,
"learning_rate": 4.909747292418773e-05,
"loss": 0.1559,
"step": 50
},
{
"epoch": 0.10815682739972961,
"grad_norm": 6.340595722198486,
"learning_rate": 4.891696750902527e-05,
"loss": 0.1648,
"step": 60
},
{
"epoch": 0.12618296529968454,
"grad_norm": 10.196683883666992,
"learning_rate": 4.873646209386282e-05,
"loss": 0.1472,
"step": 70
},
{
"epoch": 0.14420910319963948,
"grad_norm": 11.511515617370605,
"learning_rate": 4.855595667870036e-05,
"loss": 0.2108,
"step": 80
},
{
"epoch": 0.16223524109959442,
"grad_norm": 8.681073188781738,
"learning_rate": 4.837545126353791e-05,
"loss": 0.1561,
"step": 90
},
{
"epoch": 0.18026137899954936,
"grad_norm": 41.062801361083984,
"learning_rate": 4.819494584837546e-05,
"loss": 0.1563,
"step": 100
},
{
"epoch": 0.19828751689950427,
"grad_norm": 19.93891716003418,
"learning_rate": 4.8014440433213e-05,
"loss": 0.1881,
"step": 110
},
{
"epoch": 0.21631365479945922,
"grad_norm": 21.90877914428711,
"learning_rate": 4.783393501805055e-05,
"loss": 0.1262,
"step": 120
},
{
"epoch": 0.23433979269941416,
"grad_norm": 14.123740196228027,
"learning_rate": 4.765342960288809e-05,
"loss": 0.1535,
"step": 130
},
{
"epoch": 0.25236593059936907,
"grad_norm": 30.671157836914062,
"learning_rate": 4.747292418772563e-05,
"loss": 0.1458,
"step": 140
},
{
"epoch": 0.270392068499324,
"grad_norm": 7.560745716094971,
"learning_rate": 4.7292418772563177e-05,
"loss": 0.1797,
"step": 150
},
{
"epoch": 0.28841820639927895,
"grad_norm": 12.448927879333496,
"learning_rate": 4.711191335740072e-05,
"loss": 0.1898,
"step": 160
},
{
"epoch": 0.3064443442992339,
"grad_norm": 20.040008544921875,
"learning_rate": 4.693140794223827e-05,
"loss": 0.1698,
"step": 170
},
{
"epoch": 0.32447048219918884,
"grad_norm": 7.592446804046631,
"learning_rate": 4.675090252707581e-05,
"loss": 0.156,
"step": 180
},
{
"epoch": 0.3424966200991438,
"grad_norm": 18.830904006958008,
"learning_rate": 4.657039711191336e-05,
"loss": 0.1536,
"step": 190
},
{
"epoch": 0.3605227579990987,
"grad_norm": 3.684938430786133,
"learning_rate": 4.63898916967509e-05,
"loss": 0.1152,
"step": 200
},
{
"epoch": 0.3785488958990536,
"grad_norm": 13.293309211730957,
"learning_rate": 4.620938628158845e-05,
"loss": 0.2116,
"step": 210
},
{
"epoch": 0.39657503379900855,
"grad_norm": 14.630786895751953,
"learning_rate": 4.602888086642599e-05,
"loss": 0.1549,
"step": 220
},
{
"epoch": 0.4146011716989635,
"grad_norm": 20.37642478942871,
"learning_rate": 4.584837545126354e-05,
"loss": 0.1679,
"step": 230
},
{
"epoch": 0.43262730959891843,
"grad_norm": 13.183340072631836,
"learning_rate": 4.566787003610109e-05,
"loss": 0.1581,
"step": 240
},
{
"epoch": 0.45065344749887337,
"grad_norm": 21.777263641357422,
"learning_rate": 4.548736462093863e-05,
"loss": 0.1618,
"step": 250
},
{
"epoch": 0.4686795853988283,
"grad_norm": 20.683944702148438,
"learning_rate": 4.530685920577618e-05,
"loss": 0.1606,
"step": 260
},
{
"epoch": 0.48670572329878325,
"grad_norm": 30.506752014160156,
"learning_rate": 4.5126353790613716e-05,
"loss": 0.1831,
"step": 270
},
{
"epoch": 0.5047318611987381,
"grad_norm": 22.953815460205078,
"learning_rate": 4.494584837545127e-05,
"loss": 0.1565,
"step": 280
},
{
"epoch": 0.5227579990986931,
"grad_norm": 6.177365303039551,
"learning_rate": 4.4765342960288806e-05,
"loss": 0.1287,
"step": 290
},
{
"epoch": 0.540784136998648,
"grad_norm": 8.373098373413086,
"learning_rate": 4.458483754512636e-05,
"loss": 0.1553,
"step": 300
},
{
"epoch": 0.558810274898603,
"grad_norm": 10.07934284210205,
"learning_rate": 4.44043321299639e-05,
"loss": 0.1868,
"step": 310
},
{
"epoch": 0.5768364127985579,
"grad_norm": 18.686702728271484,
"learning_rate": 4.422382671480145e-05,
"loss": 0.1576,
"step": 320
},
{
"epoch": 0.5948625506985128,
"grad_norm": 10.679413795471191,
"learning_rate": 4.404332129963899e-05,
"loss": 0.1409,
"step": 330
},
{
"epoch": 0.6128886885984678,
"grad_norm": 11.381563186645508,
"learning_rate": 4.386281588447654e-05,
"loss": 0.2043,
"step": 340
},
{
"epoch": 0.6309148264984227,
"grad_norm": 40.68292236328125,
"learning_rate": 4.368231046931408e-05,
"loss": 0.1288,
"step": 350
},
{
"epoch": 0.6489409643983777,
"grad_norm": 17.46027946472168,
"learning_rate": 4.350180505415163e-05,
"loss": 0.1537,
"step": 360
},
{
"epoch": 0.6669671022983326,
"grad_norm": 13.656320571899414,
"learning_rate": 4.332129963898917e-05,
"loss": 0.1201,
"step": 370
},
{
"epoch": 0.6849932401982876,
"grad_norm": 20.412939071655273,
"learning_rate": 4.314079422382672e-05,
"loss": 0.1321,
"step": 380
},
{
"epoch": 0.7030193780982424,
"grad_norm": 9.957433700561523,
"learning_rate": 4.296028880866426e-05,
"loss": 0.141,
"step": 390
},
{
"epoch": 0.7210455159981974,
"grad_norm": 9.682558059692383,
"learning_rate": 4.277978339350181e-05,
"loss": 0.1607,
"step": 400
},
{
"epoch": 0.7390716538981523,
"grad_norm": 9.733131408691406,
"learning_rate": 4.259927797833935e-05,
"loss": 0.1037,
"step": 410
},
{
"epoch": 0.7570977917981072,
"grad_norm": 15.76230525970459,
"learning_rate": 4.24187725631769e-05,
"loss": 0.2101,
"step": 420
},
{
"epoch": 0.7751239296980622,
"grad_norm": 22.166545867919922,
"learning_rate": 4.223826714801444e-05,
"loss": 0.1459,
"step": 430
},
{
"epoch": 0.7931500675980171,
"grad_norm": 17.87278175354004,
"learning_rate": 4.205776173285199e-05,
"loss": 0.147,
"step": 440
},
{
"epoch": 0.8111762054979721,
"grad_norm": 5.201169490814209,
"learning_rate": 4.187725631768953e-05,
"loss": 0.1247,
"step": 450
},
{
"epoch": 0.829202343397927,
"grad_norm": 8.68251895904541,
"learning_rate": 4.169675090252708e-05,
"loss": 0.1172,
"step": 460
},
{
"epoch": 0.847228481297882,
"grad_norm": 14.086528778076172,
"learning_rate": 4.151624548736462e-05,
"loss": 0.111,
"step": 470
},
{
"epoch": 0.8652546191978369,
"grad_norm": 5.421584606170654,
"learning_rate": 4.1335740072202167e-05,
"loss": 0.1264,
"step": 480
},
{
"epoch": 0.8832807570977917,
"grad_norm": 7.700821399688721,
"learning_rate": 4.115523465703972e-05,
"loss": 0.1278,
"step": 490
},
{
"epoch": 0.9013068949977467,
"grad_norm": 9.820999145507812,
"learning_rate": 4.0974729241877256e-05,
"loss": 0.1294,
"step": 500
},
{
"epoch": 0.9193330328977016,
"grad_norm": 15.016349792480469,
"learning_rate": 4.079422382671481e-05,
"loss": 0.1607,
"step": 510
},
{
"epoch": 0.9373591707976566,
"grad_norm": 10.43041706085205,
"learning_rate": 4.0613718411552346e-05,
"loss": 0.1091,
"step": 520
},
{
"epoch": 0.9553853086976115,
"grad_norm": 26.99540901184082,
"learning_rate": 4.043321299638989e-05,
"loss": 0.1442,
"step": 530
},
{
"epoch": 0.9734114465975665,
"grad_norm": 8.318906784057617,
"learning_rate": 4.0252707581227436e-05,
"loss": 0.1233,
"step": 540
},
{
"epoch": 0.9914375844975214,
"grad_norm": 8.85923957824707,
"learning_rate": 4.007220216606498e-05,
"loss": 0.1466,
"step": 550
}
],
"logging_steps": 10,
"max_steps": 2770,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.929257128088371e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}