File size: 5,150 Bytes
7a3569e |
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 |
{
"best_global_step": 1566,
"best_metric": 0.5676447814653858,
"best_model_checkpoint": "outputs/bartpho/checkpoint-1566",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 1566,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9942528735632183,
"grad_norm": 8.253643035888672,
"learning_rate": 6.88e-06,
"loss": 1.7722,
"step": 173
},
{
"epoch": 1.0,
"eval_accuracy": 0.35422740524781343,
"eval_loss": 1.6894474029541016,
"eval_macro_f1": 0.16483983747511713,
"eval_runtime": 4.6188,
"eval_samples_per_second": 148.524,
"eval_steps_per_second": 4.763,
"step": 174
},
{
"epoch": 1.9885057471264367,
"grad_norm": 10.314130783081055,
"learning_rate": 1.38e-05,
"loss": 1.5474,
"step": 346
},
{
"epoch": 2.0,
"eval_accuracy": 0.49416909620991256,
"eval_loss": 1.3798141479492188,
"eval_macro_f1": 0.33564178199668815,
"eval_runtime": 4.6167,
"eval_samples_per_second": 148.592,
"eval_steps_per_second": 4.765,
"step": 348
},
{
"epoch": 2.9827586206896552,
"grad_norm": 11.580602645874023,
"learning_rate": 1.999994401896218e-05,
"loss": 1.3036,
"step": 519
},
{
"epoch": 3.0,
"eval_accuracy": 0.5728862973760933,
"eval_loss": 1.1752054691314697,
"eval_macro_f1": 0.4355327116696494,
"eval_runtime": 4.6311,
"eval_samples_per_second": 148.13,
"eval_steps_per_second": 4.751,
"step": 522
},
{
"epoch": 3.9770114942528734,
"grad_norm": 14.440051078796387,
"learning_rate": 1.9993697433304146e-05,
"loss": 1.1727,
"step": 692
},
{
"epoch": 4.0,
"eval_accuracy": 0.5787172011661808,
"eval_loss": 1.1525901556015015,
"eval_macro_f1": 0.4912122989755165,
"eval_runtime": 4.6769,
"eval_samples_per_second": 146.679,
"eval_steps_per_second": 4.704,
"step": 696
},
{
"epoch": 4.971264367816092,
"grad_norm": 13.43419361114502,
"learning_rate": 1.9977115923137912e-05,
"loss": 1.0254,
"step": 865
},
{
"epoch": 5.0,
"eval_accuracy": 0.5932944606413995,
"eval_loss": 1.1551982164382935,
"eval_macro_f1": 0.5047627462427012,
"eval_runtime": 4.7431,
"eval_samples_per_second": 144.632,
"eval_steps_per_second": 4.638,
"step": 870
},
{
"epoch": 5.9655172413793105,
"grad_norm": 13.305834770202637,
"learning_rate": 1.995021663613649e-05,
"loss": 0.8855,
"step": 1038
},
{
"epoch": 6.0,
"eval_accuracy": 0.5860058309037901,
"eval_loss": 1.0997425317764282,
"eval_macro_f1": 0.5274407663166836,
"eval_runtime": 4.6958,
"eval_samples_per_second": 146.087,
"eval_steps_per_second": 4.685,
"step": 1044
},
{
"epoch": 6.959770114942529,
"grad_norm": 11.853787422180176,
"learning_rate": 1.991302739004225e-05,
"loss": 0.7547,
"step": 1211
},
{
"epoch": 7.0,
"eval_accuracy": 0.5816326530612245,
"eval_loss": 1.2447866201400757,
"eval_macro_f1": 0.5071616053303554,
"eval_runtime": 4.6271,
"eval_samples_per_second": 148.256,
"eval_steps_per_second": 4.755,
"step": 1218
},
{
"epoch": 7.954022988505747,
"grad_norm": 13.94935417175293,
"learning_rate": 1.9865586643899352e-05,
"loss": 0.6322,
"step": 1384
},
{
"epoch": 8.0,
"eval_accuracy": 0.575801749271137,
"eval_loss": 1.263814091682434,
"eval_macro_f1": 0.5216417103369302,
"eval_runtime": 4.6197,
"eval_samples_per_second": 148.494,
"eval_steps_per_second": 4.762,
"step": 1392
},
{
"epoch": 8.948275862068966,
"grad_norm": 13.111533164978027,
"learning_rate": 1.9807943458281543e-05,
"loss": 0.4984,
"step": 1557
},
{
"epoch": 9.0,
"eval_accuracy": 0.6020408163265306,
"eval_loss": 1.3265769481658936,
"eval_macro_f1": 0.5676447814653858,
"eval_runtime": 4.6357,
"eval_samples_per_second": 147.98,
"eval_steps_per_second": 4.746,
"step": 1566
}
],
"logging_steps": 173,
"max_steps": 17400,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.0879945994205656e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|