Upload trainer_state.json with huggingface_hub
Browse files- trainer_state.json +176 -0
trainer_state.json
ADDED
|
@@ -0,0 +1,176 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 6433,
|
| 3 |
+
"best_metric": 0.869164826258844,
|
| 4 |
+
"best_model_checkpoint": "outputs/hate-speech-detection/phobert-v1/checkpoint-6433",
|
| 5 |
+
"epoch": 7.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 6433,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.998911860718172,
|
| 14 |
+
"grad_norm": 3.996723175048828,
|
| 15 |
+
"learning_rate": 1.9996091589167148e-05,
|
| 16 |
+
"loss": 0.4454,
|
| 17 |
+
"step": 918
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.8648837209302326,
|
| 22 |
+
"eval_f1": 0.8541055666665719,
|
| 23 |
+
"eval_loss": 0.36985549330711365,
|
| 24 |
+
"eval_precision": 0.8482981349301894,
|
| 25 |
+
"eval_recall": 0.8648837209302326,
|
| 26 |
+
"eval_runtime": 18.8079,
|
| 27 |
+
"eval_samples_per_second": 228.627,
|
| 28 |
+
"eval_steps_per_second": 7.178,
|
| 29 |
+
"step": 919
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 1.997823721436344,
|
| 33 |
+
"grad_norm": 5.397847652435303,
|
| 34 |
+
"learning_rate": 1.9982377977480694e-05,
|
| 35 |
+
"loss": 0.3302,
|
| 36 |
+
"step": 1836
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 2.0,
|
| 40 |
+
"eval_accuracy": 0.8790697674418605,
|
| 41 |
+
"eval_f1": 0.8639193560209791,
|
| 42 |
+
"eval_loss": 0.3517931401729584,
|
| 43 |
+
"eval_precision": 0.8613674120453191,
|
| 44 |
+
"eval_recall": 0.8790697674418605,
|
| 45 |
+
"eval_runtime": 18.812,
|
| 46 |
+
"eval_samples_per_second": 228.577,
|
| 47 |
+
"eval_steps_per_second": 7.176,
|
| 48 |
+
"step": 1838
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 2.996735582154516,
|
| 52 |
+
"grad_norm": 4.222469329833984,
|
| 53 |
+
"learning_rate": 1.9958812963917564e-05,
|
| 54 |
+
"loss": 0.2643,
|
| 55 |
+
"step": 2754
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 3.0,
|
| 59 |
+
"eval_accuracy": 0.8790697674418605,
|
| 60 |
+
"eval_f1": 0.8643239770760321,
|
| 61 |
+
"eval_loss": 0.34931325912475586,
|
| 62 |
+
"eval_precision": 0.8637571927551355,
|
| 63 |
+
"eval_recall": 0.8790697674418605,
|
| 64 |
+
"eval_runtime": 18.8951,
|
| 65 |
+
"eval_samples_per_second": 227.573,
|
| 66 |
+
"eval_steps_per_second": 7.145,
|
| 67 |
+
"step": 2757
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 3.995647442872688,
|
| 71 |
+
"grad_norm": 21.62336540222168,
|
| 72 |
+
"learning_rate": 1.992541980430111e-05,
|
| 73 |
+
"loss": 0.2096,
|
| 74 |
+
"step": 3672
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 4.0,
|
| 78 |
+
"eval_accuracy": 0.868139534883721,
|
| 79 |
+
"eval_f1": 0.8680505813983537,
|
| 80 |
+
"eval_loss": 0.4169940650463104,
|
| 81 |
+
"eval_precision": 0.8679632185986601,
|
| 82 |
+
"eval_recall": 0.868139534883721,
|
| 83 |
+
"eval_runtime": 18.8275,
|
| 84 |
+
"eval_samples_per_second": 228.389,
|
| 85 |
+
"eval_steps_per_second": 7.17,
|
| 86 |
+
"step": 3676
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 4.99455930359086,
|
| 90 |
+
"grad_norm": 19.167633056640625,
|
| 91 |
+
"learning_rate": 1.9882231453648264e-05,
|
| 92 |
+
"loss": 0.166,
|
| 93 |
+
"step": 4590
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 5.0,
|
| 97 |
+
"eval_accuracy": 0.8748837209302326,
|
| 98 |
+
"eval_f1": 0.8683907897636799,
|
| 99 |
+
"eval_loss": 0.45102834701538086,
|
| 100 |
+
"eval_precision": 0.8642072805764893,
|
| 101 |
+
"eval_recall": 0.8748837209302326,
|
| 102 |
+
"eval_runtime": 18.8141,
|
| 103 |
+
"eval_samples_per_second": 228.552,
|
| 104 |
+
"eval_steps_per_second": 7.175,
|
| 105 |
+
"step": 4595
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 5.993471164309032,
|
| 109 |
+
"grad_norm": 14.512689590454102,
|
| 110 |
+
"learning_rate": 1.982929053364693e-05,
|
| 111 |
+
"loss": 0.1268,
|
| 112 |
+
"step": 5508
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 6.0,
|
| 116 |
+
"eval_accuracy": 0.8767441860465116,
|
| 117 |
+
"eval_f1": 0.8584101867027553,
|
| 118 |
+
"eval_loss": 0.5603283047676086,
|
| 119 |
+
"eval_precision": 0.8576597180464702,
|
| 120 |
+
"eval_recall": 0.8767441860465116,
|
| 121 |
+
"eval_runtime": 18.8828,
|
| 122 |
+
"eval_samples_per_second": 227.72,
|
| 123 |
+
"eval_steps_per_second": 7.149,
|
| 124 |
+
"step": 5514
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 6.992383025027204,
|
| 128 |
+
"grad_norm": 0.22124843299388885,
|
| 129 |
+
"learning_rate": 1.9766649290593513e-05,
|
| 130 |
+
"loss": 0.1009,
|
| 131 |
+
"step": 6426
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 7.0,
|
| 135 |
+
"eval_accuracy": 0.88,
|
| 136 |
+
"eval_f1": 0.869164826258844,
|
| 137 |
+
"eval_loss": 0.6517873406410217,
|
| 138 |
+
"eval_precision": 0.8655995996061706,
|
| 139 |
+
"eval_recall": 0.88,
|
| 140 |
+
"eval_runtime": 18.8384,
|
| 141 |
+
"eval_samples_per_second": 228.257,
|
| 142 |
+
"eval_steps_per_second": 7.166,
|
| 143 |
+
"step": 6433
|
| 144 |
+
}
|
| 145 |
+
],
|
| 146 |
+
"logging_steps": 918,
|
| 147 |
+
"max_steps": 91900,
|
| 148 |
+
"num_input_tokens_seen": 0,
|
| 149 |
+
"num_train_epochs": 100,
|
| 150 |
+
"save_steps": 500,
|
| 151 |
+
"stateful_callbacks": {
|
| 152 |
+
"EarlyStoppingCallback": {
|
| 153 |
+
"args": {
|
| 154 |
+
"early_stopping_patience": 5,
|
| 155 |
+
"early_stopping_threshold": 0.0
|
| 156 |
+
},
|
| 157 |
+
"attributes": {
|
| 158 |
+
"early_stopping_patience_counter": 0
|
| 159 |
+
}
|
| 160 |
+
},
|
| 161 |
+
"TrainerControl": {
|
| 162 |
+
"args": {
|
| 163 |
+
"should_epoch_stop": false,
|
| 164 |
+
"should_evaluate": false,
|
| 165 |
+
"should_log": false,
|
| 166 |
+
"should_save": true,
|
| 167 |
+
"should_training_stop": false
|
| 168 |
+
},
|
| 169 |
+
"attributes": {}
|
| 170 |
+
}
|
| 171 |
+
},
|
| 172 |
+
"total_flos": 0.0,
|
| 173 |
+
"train_batch_size": 32,
|
| 174 |
+
"trial_name": null,
|
| 175 |
+
"trial_params": null
|
| 176 |
+
}
|