File size: 6,993 Bytes
7991be2 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 |
{
"best_metric": 0.9609226586529557,
"best_model_checkpoint": "test/checkpoint-1000",
"epoch": 19.169329073482427,
"eval_steps": 100,
"global_step": 1500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.2779552715654952,
"eval_accuracy": 0.9816936117791817,
"eval_f1": 0.9385833639194645,
"eval_loss": 0.05918360874056816,
"eval_precision": 0.9250824202462911,
"eval_recall": 0.9524842180444199,
"eval_runtime": 165.0893,
"eval_samples_per_second": 2.102,
"eval_steps_per_second": 1.054,
"step": 100
},
{
"epoch": 2.5559105431309903,
"eval_accuracy": 0.9845452196763693,
"eval_f1": 0.9493651456881923,
"eval_loss": 0.05179167166352272,
"eval_precision": 0.9371622417885823,
"eval_recall": 0.9618900331766658,
"eval_runtime": 165.8874,
"eval_samples_per_second": 2.092,
"eval_steps_per_second": 1.049,
"step": 200
},
{
"epoch": 3.8338658146964857,
"eval_accuracy": 0.9859493975213447,
"eval_f1": 0.9534633937694555,
"eval_loss": 0.05195005238056183,
"eval_precision": 0.9441491113968228,
"eval_recall": 0.9629632829539521,
"eval_runtime": 165.8659,
"eval_samples_per_second": 2.092,
"eval_steps_per_second": 1.049,
"step": 300
},
{
"epoch": 5.111821086261981,
"eval_accuracy": 0.9867111571310738,
"eval_f1": 0.9563248176638556,
"eval_loss": 0.05341144651174545,
"eval_precision": 0.9464087629117955,
"eval_recall": 0.9664508647436488,
"eval_runtime": 165.8661,
"eval_samples_per_second": 2.092,
"eval_steps_per_second": 1.049,
"step": 400
},
{
"epoch": 6.389776357827476,
"grad_norm": 1.3225843906402588,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.0581,
"step": 500
},
{
"epoch": 6.389776357827476,
"eval_accuracy": 0.9881758012724539,
"eval_f1": 0.9607765866129376,
"eval_loss": 0.05545532703399658,
"eval_precision": 0.9561740033258127,
"eval_recall": 0.9654236936687863,
"eval_runtime": 166.1394,
"eval_samples_per_second": 2.089,
"eval_steps_per_second": 1.047,
"step": 500
},
{
"epoch": 7.667731629392971,
"eval_accuracy": 0.9876475167880766,
"eval_f1": 0.9593047596775092,
"eval_loss": 0.05594188719987869,
"eval_precision": 0.9519859864988651,
"eval_recall": 0.9667369366878629,
"eval_runtime": 165.0742,
"eval_samples_per_second": 2.102,
"eval_steps_per_second": 1.054,
"step": 600
},
{
"epoch": 8.945686900958467,
"eval_accuracy": 0.9861775203668713,
"eval_f1": 0.9541556967684495,
"eval_loss": 0.06466494500637054,
"eval_precision": 0.9495223935082022,
"eval_recall": 0.9588344392221915,
"eval_runtime": 165.512,
"eval_samples_per_second": 2.097,
"eval_steps_per_second": 1.051,
"step": 700
},
{
"epoch": 10.223642172523961,
"eval_accuracy": 0.987931766243663,
"eval_f1": 0.9600553547912903,
"eval_loss": 0.07039085775613785,
"eval_precision": 0.9571241565658107,
"eval_recall": 0.9630045617915399,
"eval_runtime": 165.1633,
"eval_samples_per_second": 2.101,
"eval_steps_per_second": 1.054,
"step": 800
},
{
"epoch": 11.501597444089457,
"eval_accuracy": 0.9873081533159109,
"eval_f1": 0.957732138438941,
"eval_loss": 0.072791688144207,
"eval_precision": 0.9476758884291113,
"eval_recall": 0.9680041010045157,
"eval_runtime": 166.1498,
"eval_samples_per_second": 2.088,
"eval_steps_per_second": 1.047,
"step": 900
},
{
"epoch": 12.779552715654953,
"grad_norm": 1.008128046989441,
"learning_rate": 6.666666666666667e-06,
"loss": 0.0113,
"step": 1000
},
{
"epoch": 12.779552715654953,
"eval_accuracy": 0.9883580680989368,
"eval_f1": 0.9609226586529557,
"eval_loss": 0.070257768034935,
"eval_precision": 0.9555934230761928,
"eval_recall": 0.9663116686634105,
"eval_runtime": 165.5164,
"eval_samples_per_second": 2.096,
"eval_steps_per_second": 1.051,
"step": 1000
},
{
"epoch": 14.057507987220447,
"eval_accuracy": 0.9876378248219065,
"eval_f1": 0.9585960793498106,
"eval_loss": 0.07850438356399536,
"eval_precision": 0.9469678165075398,
"eval_recall": 0.9705134703406753,
"eval_runtime": 165.1708,
"eval_samples_per_second": 2.101,
"eval_steps_per_second": 1.053,
"step": 1100
},
{
"epoch": 15.335463258785943,
"eval_accuracy": 0.9870376462004166,
"eval_f1": 0.9562580148084375,
"eval_loss": 0.0813131257891655,
"eval_precision": 0.9487462712234356,
"eval_recall": 0.9638896568672626,
"eval_runtime": 165.2596,
"eval_samples_per_second": 2.1,
"eval_steps_per_second": 1.053,
"step": 1200
},
{
"epoch": 16.61341853035144,
"eval_accuracy": 0.9879028350013641,
"eval_f1": 0.9592724777593,
"eval_loss": 0.0847664400935173,
"eval_precision": 0.9523574792749595,
"eval_recall": 0.9662886293121986,
"eval_runtime": 166.5822,
"eval_samples_per_second": 2.083,
"eval_steps_per_second": 1.045,
"step": 1300
},
{
"epoch": 17.891373801916934,
"eval_accuracy": 0.9879352379927389,
"eval_f1": 0.9593296707640014,
"eval_loss": 0.08636707812547684,
"eval_precision": 0.9518098587623206,
"eval_recall": 0.9669692501459158,
"eval_runtime": 165.8109,
"eval_samples_per_second": 2.093,
"eval_steps_per_second": 1.049,
"step": 1400
},
{
"epoch": 19.169329073482427,
"grad_norm": 0.3258835971355438,
"learning_rate": 0.0,
"loss": 0.0039,
"step": 1500
},
{
"epoch": 19.169329073482427,
"eval_accuracy": 0.98795664711204,
"eval_f1": 0.959393611777229,
"eval_loss": 0.08625596016645432,
"eval_precision": 0.9520241523929792,
"eval_recall": 0.9668780527140356,
"eval_runtime": 164.9718,
"eval_samples_per_second": 2.103,
"eval_steps_per_second": 1.055,
"step": 1500
}
],
"logging_steps": 500,
"max_steps": 1500,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3163207421952000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}
|