File size: 5,880 Bytes
1a0c93d | 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": 0.536262647683346,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-8552",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 10690,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.23386342376052385,
"grad_norm": 31.300899505615234,
"learning_rate": 9.18994205127588e-06,
"loss": 0.5844,
"step": 500
},
{
"epoch": 0.4677268475210477,
"grad_norm": 10.452669143676758,
"learning_rate": 8.739012608131823e-06,
"loss": 0.5545,
"step": 1000
},
{
"epoch": 0.7015902712815716,
"grad_norm": 42.02324676513672,
"learning_rate": 8.288083164987766e-06,
"loss": 0.547,
"step": 1500
},
{
"epoch": 0.9354536950420954,
"grad_norm": 38.979740142822266,
"learning_rate": 7.837153721843709e-06,
"loss": 0.5382,
"step": 2000
},
{
"epoch": 1.0,
"eval_loss": 0.5065158605575562,
"eval_matthews_correlation": 0.4539100120594166,
"eval_runtime": 0.7267,
"eval_samples_per_second": 1435.351,
"eval_steps_per_second": 90.828,
"step": 2138
},
{
"epoch": 1.1693171188026192,
"grad_norm": 42.54972839355469,
"learning_rate": 7.3862242786996525e-06,
"loss": 0.4498,
"step": 2500
},
{
"epoch": 1.4031805425631432,
"grad_norm": 38.12797927856445,
"learning_rate": 6.935294835555595e-06,
"loss": 0.4789,
"step": 3000
},
{
"epoch": 1.637043966323667,
"grad_norm": 2.2431697845458984,
"learning_rate": 6.4843653924115385e-06,
"loss": 0.4803,
"step": 3500
},
{
"epoch": 1.8709073900841908,
"grad_norm": 0.8748724460601807,
"learning_rate": 6.033435949267481e-06,
"loss": 0.5225,
"step": 4000
},
{
"epoch": 2.0,
"eval_loss": 0.778407871723175,
"eval_matthews_correlation": 0.4730676912894765,
"eval_runtime": 0.7349,
"eval_samples_per_second": 1419.24,
"eval_steps_per_second": 89.808,
"step": 4276
},
{
"epoch": 2.1047708138447145,
"grad_norm": 0.08216582238674164,
"learning_rate": 5.5825065061234246e-06,
"loss": 0.4451,
"step": 4500
},
{
"epoch": 2.3386342376052385,
"grad_norm": 34.81584167480469,
"learning_rate": 5.131577062979367e-06,
"loss": 0.3457,
"step": 5000
},
{
"epoch": 2.5724976613657624,
"grad_norm": 0.2907339334487915,
"learning_rate": 4.680647619835311e-06,
"loss": 0.3718,
"step": 5500
},
{
"epoch": 2.8063610851262863,
"grad_norm": 0.22318235039710999,
"learning_rate": 4.229718176691254e-06,
"loss": 0.3999,
"step": 6000
},
{
"epoch": 3.0,
"eval_loss": 0.8715924024581909,
"eval_matthews_correlation": 0.5051600900029769,
"eval_runtime": 0.7186,
"eval_samples_per_second": 1451.341,
"eval_steps_per_second": 91.839,
"step": 6414
},
{
"epoch": 3.0402245088868103,
"grad_norm": 0.47206905484199524,
"learning_rate": 3.7787887335471967e-06,
"loss": 0.3685,
"step": 6500
},
{
"epoch": 3.2740879326473338,
"grad_norm": 0.04389917850494385,
"learning_rate": 3.3278592904031397e-06,
"loss": 0.249,
"step": 7000
},
{
"epoch": 3.5079513564078577,
"grad_norm": 0.21924751996994019,
"learning_rate": 2.8769298472590827e-06,
"loss": 0.252,
"step": 7500
},
{
"epoch": 3.7418147801683816,
"grad_norm": 9.382844924926758,
"learning_rate": 2.4260004041150266e-06,
"loss": 0.2621,
"step": 8000
},
{
"epoch": 3.9756782039289056,
"grad_norm": 134.2183074951172,
"learning_rate": 1.975070960970969e-06,
"loss": 0.2923,
"step": 8500
},
{
"epoch": 4.0,
"eval_loss": 1.0317972898483276,
"eval_matthews_correlation": 0.536262647683346,
"eval_runtime": 0.7324,
"eval_samples_per_second": 1424.048,
"eval_steps_per_second": 90.112,
"step": 8552
},
{
"epoch": 4.209541627689429,
"grad_norm": 0.09477799385786057,
"learning_rate": 1.5241415178269122e-06,
"loss": 0.22,
"step": 9000
},
{
"epoch": 4.443405051449953,
"grad_norm": 0.18212155997753143,
"learning_rate": 1.0732120746828554e-06,
"loss": 0.225,
"step": 9500
},
{
"epoch": 4.677268475210477,
"grad_norm": 0.04502077028155327,
"learning_rate": 6.222826315387986e-07,
"loss": 0.1876,
"step": 10000
},
{
"epoch": 4.911131898971001,
"grad_norm": 0.0519992969930172,
"learning_rate": 1.713531883947416e-07,
"loss": 0.2003,
"step": 10500
},
{
"epoch": 5.0,
"eval_loss": 1.094925880432129,
"eval_matthews_correlation": 0.522211073949747,
"eval_runtime": 0.8243,
"eval_samples_per_second": 1265.281,
"eval_steps_per_second": 80.066,
"step": 10690
}
],
"logging_steps": 500,
"max_steps": 10690,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 171182806990932.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 9.640871494419937e-06,
"num_train_epochs": 5,
"per_device_train_batch_size": 4,
"seed": 8
}
}
|