File size: 6,384 Bytes
705ef4a |
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 |
{
"best_metric": 0.987703144062033,
"best_model_checkpoint": "./model/checkpoint-2224",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 5560,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8992805755395683,
"grad_norm": 15.831398963928223,
"learning_rate": 2.731834532374101e-05,
"loss": 0.1341,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.9858275687531635,
"eval_f1": 0.9858428119593087,
"eval_loss": 0.06046506017446518,
"eval_precision": 0.9858980040864742,
"eval_recall": 0.9858275687531635,
"eval_runtime": 123.5336,
"eval_samples_per_second": 47.979,
"eval_steps_per_second": 1.506,
"step": 556
},
{
"epoch": 1.7985611510791366,
"grad_norm": 0.1419404149055481,
"learning_rate": 2.4620503597122304e-05,
"loss": 0.0458,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9844778133963219,
"eval_f1": 0.9844685311325714,
"eval_loss": 0.06095171347260475,
"eval_precision": 0.984470890080927,
"eval_recall": 0.9844778133963219,
"eval_runtime": 324.024,
"eval_samples_per_second": 18.292,
"eval_steps_per_second": 0.574,
"step": 1112
},
{
"epoch": 2.697841726618705,
"grad_norm": 0.0644543468952179,
"learning_rate": 2.1928057553956834e-05,
"loss": 0.0255,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.9856588493335583,
"eval_f1": 0.9856725274058569,
"eval_loss": 0.06607956439256668,
"eval_precision": 0.985717476255087,
"eval_recall": 0.9856588493335583,
"eval_runtime": 23.8528,
"eval_samples_per_second": 248.482,
"eval_steps_per_second": 7.798,
"step": 1668
},
{
"epoch": 3.597122302158273,
"grad_norm": 0.006873908918350935,
"learning_rate": 1.923021582733813e-05,
"loss": 0.0098,
"step": 2000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9876834823688206,
"eval_f1": 0.987703144062033,
"eval_loss": 0.06861425936222076,
"eval_precision": 0.9878126950690342,
"eval_recall": 0.9876834823688206,
"eval_runtime": 123.3642,
"eval_samples_per_second": 48.045,
"eval_steps_per_second": 1.508,
"step": 2224
},
{
"epoch": 4.496402877697841,
"grad_norm": 0.0038243578746914864,
"learning_rate": 1.653776978417266e-05,
"loss": 0.0051,
"step": 2500
},
{
"epoch": 5.0,
"eval_accuracy": 0.98279061920027,
"eval_f1": 0.9827652293288254,
"eval_loss": 0.11865255236625671,
"eval_precision": 0.9828086020917639,
"eval_recall": 0.98279061920027,
"eval_runtime": 123.5475,
"eval_samples_per_second": 47.973,
"eval_steps_per_second": 1.505,
"step": 2780
},
{
"epoch": 5.39568345323741,
"grad_norm": 0.00035207424662075937,
"learning_rate": 1.3839928057553959e-05,
"loss": 0.0012,
"step": 3000
},
{
"epoch": 6.0,
"eval_accuracy": 0.9844778133963219,
"eval_f1": 0.9844549127279602,
"eval_loss": 0.10734612494707108,
"eval_precision": 0.9845009079108045,
"eval_recall": 0.9844778133963219,
"eval_runtime": 324.4042,
"eval_samples_per_second": 18.27,
"eval_steps_per_second": 0.573,
"step": 3336
},
{
"epoch": 6.294964028776978,
"grad_norm": 0.0010561492526903749,
"learning_rate": 1.1142086330935252e-05,
"loss": 0.0006,
"step": 3500
},
{
"epoch": 7.0,
"eval_accuracy": 0.9844778133963219,
"eval_f1": 0.9844617747386799,
"eval_loss": 0.1119009479880333,
"eval_precision": 0.9844800053876499,
"eval_recall": 0.9844778133963219,
"eval_runtime": 123.6461,
"eval_samples_per_second": 47.935,
"eval_steps_per_second": 1.504,
"step": 3892
},
{
"epoch": 7.194244604316546,
"grad_norm": 0.0001651465572649613,
"learning_rate": 8.444244604316547e-06,
"loss": 0.0,
"step": 4000
},
{
"epoch": 8.0,
"eval_accuracy": 0.9843090939767167,
"eval_f1": 0.9842866428636935,
"eval_loss": 0.12110123783349991,
"eval_precision": 0.9843290706362859,
"eval_recall": 0.9843090939767167,
"eval_runtime": 323.8258,
"eval_samples_per_second": 18.303,
"eval_steps_per_second": 0.574,
"step": 4448
},
{
"epoch": 8.093525179856115,
"grad_norm": 0.0001012256761896424,
"learning_rate": 5.7464028776978415e-06,
"loss": 0.0001,
"step": 4500
},
{
"epoch": 8.992805755395683,
"grad_norm": 0.00017143118020612746,
"learning_rate": 3.048561151079137e-06,
"loss": 0.0002,
"step": 5000
},
{
"epoch": 9.0,
"eval_accuracy": 0.9849839716551375,
"eval_f1": 0.9849730419562784,
"eval_loss": 0.11790579557418823,
"eval_precision": 0.9849792957695417,
"eval_recall": 0.9849839716551375,
"eval_runtime": 324.0234,
"eval_samples_per_second": 18.292,
"eval_steps_per_second": 0.574,
"step": 5004
},
{
"epoch": 9.892086330935252,
"grad_norm": 0.00013196947111282498,
"learning_rate": 3.507194244604317e-07,
"loss": 0.0001,
"step": 5500
},
{
"epoch": 10.0,
"eval_accuracy": 0.9849839716551375,
"eval_f1": 0.9849833368509429,
"eval_loss": 0.11824283748865128,
"eval_precision": 0.9849827613456668,
"eval_recall": 0.9849839716551375,
"eval_runtime": 223.7176,
"eval_samples_per_second": 26.493,
"eval_steps_per_second": 0.831,
"step": 5560
}
],
"logging_steps": 500,
"max_steps": 5560,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"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": 4.14246287551488e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|