File size: 3,534 Bytes
a8bbec4 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 |
{
"best_metric": 0.9105499806449692,
"best_model_checkpoint": "large-bert-cased-ner-finetuned-wikineural-final/checkpoint-10321",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 10321,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 1.9031101637438233e-05,
"loss": 0.1416,
"step": 500
},
{
"epoch": 0.1,
"learning_rate": 1.8062203274876465e-05,
"loss": 0.076,
"step": 1000
},
{
"epoch": 0.15,
"learning_rate": 1.70933049123147e-05,
"loss": 0.0682,
"step": 1500
},
{
"epoch": 0.19,
"learning_rate": 1.6124406549752932e-05,
"loss": 0.0625,
"step": 2000
},
{
"epoch": 0.24,
"learning_rate": 1.5155508187191165e-05,
"loss": 0.0573,
"step": 2500
},
{
"epoch": 0.29,
"learning_rate": 1.4186609824629399e-05,
"loss": 0.0588,
"step": 3000
},
{
"epoch": 0.34,
"learning_rate": 1.321771146206763e-05,
"loss": 0.0576,
"step": 3500
},
{
"epoch": 0.39,
"learning_rate": 1.2248813099505862e-05,
"loss": 0.0569,
"step": 4000
},
{
"epoch": 0.44,
"learning_rate": 1.1279914736944096e-05,
"loss": 0.052,
"step": 4500
},
{
"epoch": 0.48,
"learning_rate": 1.0311016374382327e-05,
"loss": 0.0547,
"step": 5000
},
{
"epoch": 0.53,
"learning_rate": 9.34211801182056e-06,
"loss": 0.0481,
"step": 5500
},
{
"epoch": 0.58,
"learning_rate": 8.373219649258794e-06,
"loss": 0.0478,
"step": 6000
},
{
"epoch": 0.63,
"learning_rate": 7.404321286697026e-06,
"loss": 0.0488,
"step": 6500
},
{
"epoch": 0.68,
"learning_rate": 6.4354229241352584e-06,
"loss": 0.0482,
"step": 7000
},
{
"epoch": 0.73,
"learning_rate": 5.466524561573492e-06,
"loss": 0.0471,
"step": 7500
},
{
"epoch": 0.78,
"learning_rate": 4.497626199011724e-06,
"loss": 0.0441,
"step": 8000
},
{
"epoch": 0.82,
"learning_rate": 3.5287278364499566e-06,
"loss": 0.0438,
"step": 8500
},
{
"epoch": 0.87,
"learning_rate": 2.5598294738881896e-06,
"loss": 0.0418,
"step": 9000
},
{
"epoch": 0.92,
"learning_rate": 1.590931111326422e-06,
"loss": 0.0452,
"step": 9500
},
{
"epoch": 0.97,
"learning_rate": 6.220327487646547e-07,
"loss": 0.04,
"step": 10000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9859743484988371,
"eval_f1": 0.9105499806449692,
"eval_loss": 0.04733679071068764,
"eval_precision": 0.9055346619680772,
"eval_recall": 0.9156211635775668,
"eval_runtime": 131.09,
"eval_samples_per_second": 88.771,
"eval_steps_per_second": 11.099,
"step": 10321
},
{
"epoch": 1.0,
"step": 10321,
"total_flos": 9117385527900702.0,
"train_loss": 0.05643957629821499,
"train_runtime": 4323.7749,
"train_samples_per_second": 21.482,
"train_steps_per_second": 2.387
}
],
"logging_steps": 500,
"max_steps": 10321,
"num_train_epochs": 1,
"save_steps": 500,
"total_flos": 9117385527900702.0,
"trial_name": null,
"trial_params": null
}
|