File size: 5,036 Bytes
fe151bd | 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 | {
"best_metric": 0.5884530544281006,
"best_model_checkpoint": "tiny_bert_km_100_v1_mrpc/checkpoint-60",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 135,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.8016844987869263,
"learning_rate": 4.9e-05,
"loss": 0.6262,
"step": 15
},
{
"epoch": 1.0,
"eval_accuracy": 0.696078431372549,
"eval_combined_score": 0.7511642156862746,
"eval_f1": 0.80625,
"eval_loss": 0.6085503697395325,
"eval_runtime": 0.2153,
"eval_samples_per_second": 1894.685,
"eval_steps_per_second": 9.288,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 1.281128168106079,
"learning_rate": 4.8e-05,
"loss": 0.599,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.7034313725490197,
"eval_combined_score": 0.7612822034643454,
"eval_f1": 0.8191330343796711,
"eval_loss": 0.6000078320503235,
"eval_runtime": 0.1728,
"eval_samples_per_second": 2360.938,
"eval_steps_per_second": 11.573,
"step": 30
},
{
"epoch": 3.0,
"grad_norm": 1.0308752059936523,
"learning_rate": 4.7e-05,
"loss": 0.5725,
"step": 45
},
{
"epoch": 3.0,
"eval_accuracy": 0.7058823529411765,
"eval_combined_score": 0.7617557661362417,
"eval_f1": 0.817629179331307,
"eval_loss": 0.5969370007514954,
"eval_runtime": 0.1629,
"eval_samples_per_second": 2504.949,
"eval_steps_per_second": 12.279,
"step": 45
},
{
"epoch": 4.0,
"grad_norm": 1.1744054555892944,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5494,
"step": 60
},
{
"epoch": 4.0,
"eval_accuracy": 0.7230392156862745,
"eval_combined_score": 0.7714079650999155,
"eval_f1": 0.8197767145135566,
"eval_loss": 0.5884530544281006,
"eval_runtime": 0.1682,
"eval_samples_per_second": 2426.402,
"eval_steps_per_second": 11.894,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 2.2589306831359863,
"learning_rate": 4.5e-05,
"loss": 0.5073,
"step": 75
},
{
"epoch": 5.0,
"eval_accuracy": 0.6862745098039216,
"eval_combined_score": 0.7335482138060704,
"eval_f1": 0.7808219178082192,
"eval_loss": 0.6107202172279358,
"eval_runtime": 0.1757,
"eval_samples_per_second": 2321.618,
"eval_steps_per_second": 11.38,
"step": 75
},
{
"epoch": 6.0,
"grad_norm": 1.4866365194320679,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.4408,
"step": 90
},
{
"epoch": 6.0,
"eval_accuracy": 0.7009803921568627,
"eval_combined_score": 0.7474496555378909,
"eval_f1": 0.793918918918919,
"eval_loss": 0.636547327041626,
"eval_runtime": 0.1723,
"eval_samples_per_second": 2367.506,
"eval_steps_per_second": 11.605,
"step": 90
},
{
"epoch": 7.0,
"grad_norm": 2.2932753562927246,
"learning_rate": 4.3e-05,
"loss": 0.3565,
"step": 105
},
{
"epoch": 7.0,
"eval_accuracy": 0.7107843137254902,
"eval_combined_score": 0.7560655575361458,
"eval_f1": 0.8013468013468014,
"eval_loss": 0.7094822525978088,
"eval_runtime": 0.1637,
"eval_samples_per_second": 2492.333,
"eval_steps_per_second": 12.217,
"step": 105
},
{
"epoch": 8.0,
"grad_norm": 2.5407330989837646,
"learning_rate": 4.2e-05,
"loss": 0.2434,
"step": 120
},
{
"epoch": 8.0,
"eval_accuracy": 0.7034313725490197,
"eval_combined_score": 0.7486492467515116,
"eval_f1": 0.7938671209540034,
"eval_loss": 0.8136605024337769,
"eval_runtime": 0.1568,
"eval_samples_per_second": 2602.642,
"eval_steps_per_second": 12.758,
"step": 120
},
{
"epoch": 9.0,
"grad_norm": 3.441915512084961,
"learning_rate": 4.1e-05,
"loss": 0.1755,
"step": 135
},
{
"epoch": 9.0,
"eval_accuracy": 0.6593137254901961,
"eval_combined_score": 0.7016642292276026,
"eval_f1": 0.7440147329650092,
"eval_loss": 0.9716194272041321,
"eval_runtime": 0.1674,
"eval_samples_per_second": 2437.535,
"eval_steps_per_second": 11.949,
"step": 135
},
{
"epoch": 9.0,
"step": 135,
"total_flos": 865692760633344.0,
"train_loss": 0.4522992098772967,
"train_runtime": 30.6833,
"train_samples_per_second": 5977.188,
"train_steps_per_second": 24.443
}
],
"logging_steps": 1,
"max_steps": 750,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 865692760633344.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|