Spaces:
Runtime error
Runtime error
File size: 3,186 Bytes
7872a22 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 |
{
"best_metric": 1.0750963687896729,
"best_model_checkpoint": "drive/MyDrive/nlp_lss_data/mpnet_clickbait_classification_maxlen25/checkpoint-488",
"epoch": 6.0,
"global_step": 1464,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8498845265588915,
"eval_balanced_accuracy": 0.7757283651550713,
"eval_f1": 0.670793472144063,
"eval_loss": 1.1807881593704224,
"eval_precision": 0.7146282973621103,
"eval_recall": 0.6320254506892895,
"eval_runtime": 34.3115,
"eval_samples_per_second": 113.577,
"eval_steps_per_second": 113.577,
"step": 244
},
{
"epoch": 2.0,
"eval_accuracy": 0.8545034642032333,
"eval_balanced_accuracy": 0.7932135085090511,
"eval_f1": 0.6916802610114193,
"eval_loss": 1.0750963687896729,
"eval_precision": 0.7098214285714286,
"eval_recall": 0.6744432661717922,
"eval_runtime": 33.949,
"eval_samples_per_second": 114.79,
"eval_steps_per_second": 114.79,
"step": 488
},
{
"epoch": 2.05,
"learning_rate": 3.533724340175953e-05,
"loss": 1.3113,
"step": 500
},
{
"epoch": 3.0,
"eval_accuracy": 0.8601488324352066,
"eval_balanced_accuracy": 0.7835817278869854,
"eval_f1": 0.6873207114170969,
"eval_loss": 1.1083189249038696,
"eval_precision": 0.74875,
"eval_recall": 0.6352067868504772,
"eval_runtime": 33.7352,
"eval_samples_per_second": 115.517,
"eval_steps_per_second": 115.517,
"step": 732
},
{
"epoch": 4.0,
"eval_accuracy": 0.8534770336156018,
"eval_balanced_accuracy": 0.7993947132812708,
"eval_f1": 0.6964380648591175,
"eval_loss": 1.1579805612564087,
"eval_precision": 0.6982942430703625,
"eval_recall": 0.694591728525981,
"eval_runtime": 33.9178,
"eval_samples_per_second": 114.895,
"eval_steps_per_second": 114.895,
"step": 976
},
{
"epoch": 4.1,
"learning_rate": 1.7008797653958943e-05,
"loss": 0.7869,
"step": 1000
},
{
"epoch": 5.0,
"eval_accuracy": 0.8552732871439569,
"eval_balanced_accuracy": 0.8009405080804215,
"eval_f1": 0.6993603411513859,
"eval_loss": 1.2740588188171387,
"eval_precision": 0.7031082529474812,
"eval_recall": 0.6956521739130435,
"eval_runtime": 34.1758,
"eval_samples_per_second": 114.028,
"eval_steps_per_second": 114.028,
"step": 1220
},
{
"epoch": 6.0,
"eval_accuracy": 0.8555298947908647,
"eval_balanced_accuracy": 0.793168635227608,
"eval_f1": 0.6925177498634627,
"eval_loss": 1.3905503749847412,
"eval_precision": 0.713963963963964,
"eval_recall": 0.672322375397667,
"eval_runtime": 33.4993,
"eval_samples_per_second": 116.331,
"eval_steps_per_second": 116.331,
"step": 1464
}
],
"max_steps": 1464,
"num_train_epochs": 6,
"total_flos": 1204353585477900.0,
"trial_name": null,
"trial_params": null
}
|