kw_pubmed_1000_0.00006 / trainer_state.json
enoriega's picture
Finished training
3887554
raw
history blame contribute delete
No virus
5.02 kB
{
"best_metric": 0.3793538836642285,
"best_model_checkpoint": "/xdisk/msurdeanu/enoriega/kw_pubmed/kw_pubmed_1000_0.00006/checkpoint-12",
"epoch": 1.1524390243902438,
"global_step": 52,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09,
"eval_accuracy": 0.3767850923023337,
"eval_loss": 3.902531385421753,
"eval_runtime": 16.573,
"eval_samples_per_second": 603.393,
"eval_steps_per_second": 18.886,
"step": 4
},
{
"epoch": 0.11,
"learning_rate": 5.8666666666666665e-05,
"loss": 4.0323,
"step": 5
},
{
"epoch": 0.17,
"eval_accuracy": 0.37399860675722746,
"eval_loss": 3.8996994495391846,
"eval_runtime": 16.5623,
"eval_samples_per_second": 603.78,
"eval_steps_per_second": 18.898,
"step": 8
},
{
"epoch": 0.22,
"learning_rate": 5.7333333333333336e-05,
"loss": 3.4655,
"step": 10
},
{
"epoch": 0.26,
"eval_accuracy": 0.3793538836642285,
"eval_loss": 3.9113454818725586,
"eval_runtime": 16.5561,
"eval_samples_per_second": 604.006,
"eval_steps_per_second": 18.905,
"step": 12
},
{
"epoch": 0.33,
"learning_rate": 5.6e-05,
"loss": 3.1532,
"step": 15
},
{
"epoch": 0.35,
"eval_accuracy": 0.3754353883664229,
"eval_loss": 3.9654853343963623,
"eval_runtime": 16.5341,
"eval_samples_per_second": 604.812,
"eval_steps_per_second": 18.931,
"step": 16
},
{
"epoch": 0.44,
"learning_rate": 5.466666666666667e-05,
"loss": 2.9457,
"step": 20
},
{
"epoch": 0.44,
"eval_accuracy": 0.3714733542319749,
"eval_loss": 4.051833629608154,
"eval_runtime": 16.5251,
"eval_samples_per_second": 605.14,
"eval_steps_per_second": 18.941,
"step": 20
},
{
"epoch": 0.52,
"eval_accuracy": 0.36964472309299895,
"eval_loss": 4.067558765411377,
"eval_runtime": 16.4933,
"eval_samples_per_second": 606.306,
"eval_steps_per_second": 18.977,
"step": 24
},
{
"epoch": 0.54,
"learning_rate": 5.36e-05,
"loss": 2.7639,
"step": 25
},
{
"epoch": 0.61,
"eval_accuracy": 0.3722570532915361,
"eval_loss": 4.092674255371094,
"eval_runtime": 16.5366,
"eval_samples_per_second": 604.721,
"eval_steps_per_second": 18.928,
"step": 28
},
{
"epoch": 0.65,
"learning_rate": 5.2266666666666665e-05,
"loss": 2.6542,
"step": 30
},
{
"epoch": 0.7,
"eval_accuracy": 0.37169104841518635,
"eval_loss": 4.114505290985107,
"eval_runtime": 16.541,
"eval_samples_per_second": 604.559,
"eval_steps_per_second": 18.923,
"step": 32
},
{
"epoch": 0.76,
"learning_rate": 5.0933333333333336e-05,
"loss": 2.5371,
"step": 35
},
{
"epoch": 0.78,
"eval_accuracy": 0.3714733542319749,
"eval_loss": 4.133761882781982,
"eval_runtime": 16.5877,
"eval_samples_per_second": 602.858,
"eval_steps_per_second": 18.869,
"step": 36
},
{
"epoch": 0.87,
"learning_rate": 4.96e-05,
"loss": 2.4884,
"step": 40
},
{
"epoch": 0.87,
"eval_accuracy": 0.3642894461859979,
"eval_loss": 4.216277599334717,
"eval_runtime": 16.5043,
"eval_samples_per_second": 605.903,
"eval_steps_per_second": 18.965,
"step": 40
},
{
"epoch": 0.96,
"eval_accuracy": 0.36920933472657613,
"eval_loss": 4.178205490112305,
"eval_runtime": 16.5055,
"eval_samples_per_second": 605.86,
"eval_steps_per_second": 18.963,
"step": 44
},
{
"epoch": 0.98,
"learning_rate": 4.826666666666666e-05,
"loss": 2.3936,
"step": 45
},
{
"epoch": 1.07,
"eval_accuracy": 0.3670323928944619,
"eval_loss": 4.243963718414307,
"eval_runtime": 16.5457,
"eval_samples_per_second": 604.386,
"eval_steps_per_second": 18.917,
"step": 48
},
{
"epoch": 1.11,
"learning_rate": 4.693333333333334e-05,
"loss": 2.694,
"step": 50
},
{
"epoch": 1.15,
"eval_accuracy": 0.36733716475095785,
"eval_loss": 4.244164943695068,
"eval_runtime": 16.5637,
"eval_samples_per_second": 603.731,
"eval_steps_per_second": 18.897,
"step": 52
},
{
"epoch": 1.15,
"step": 52,
"total_flos": 3.18987289303776e+16,
"train_loss": 2.8869726932965794,
"train_runtime": 1925.7546,
"train_samples_per_second": 953.779,
"train_steps_per_second": 0.117
}
],
"max_steps": 225,
"num_train_epochs": 5,
"total_flos": 3.18987289303776e+16,
"trial_name": null,
"trial_params": null
}