File size: 5,149 Bytes
49d209f | 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": 4266,
"best_metric": 0.4161389470100403,
"best_model_checkpoint": "tiny_bert_rand_5_v2_qqp/checkpoint-4266",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 11376,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.7300523519515991,
"learning_rate": 4.9e-05,
"loss": 0.4948,
"step": 1422
},
{
"epoch": 1.0,
"eval_accuracy": 0.7834776156319565,
"eval_combined_score": 0.7347445466968965,
"eval_f1": 0.6860114777618365,
"eval_loss": 0.44807204604148865,
"eval_runtime": 11.998,
"eval_samples_per_second": 3369.732,
"eval_steps_per_second": 13.169,
"step": 1422
},
{
"epoch": 2.0,
"grad_norm": 2.451735734939575,
"learning_rate": 4.8e-05,
"loss": 0.4052,
"step": 2844
},
{
"epoch": 2.0,
"eval_accuracy": 0.8023497402918625,
"eval_combined_score": 0.7576325672898148,
"eval_f1": 0.7129153942877672,
"eval_loss": 0.42114099860191345,
"eval_runtime": 11.4595,
"eval_samples_per_second": 3528.079,
"eval_steps_per_second": 13.788,
"step": 2844
},
{
"epoch": 3.0,
"grad_norm": 3.203301429748535,
"learning_rate": 4.7e-05,
"loss": 0.3464,
"step": 4266
},
{
"epoch": 3.0,
"eval_accuracy": 0.8146178580262181,
"eval_combined_score": 0.7758868704474419,
"eval_f1": 0.7371558828686656,
"eval_loss": 0.4161389470100403,
"eval_runtime": 11.4612,
"eval_samples_per_second": 3527.559,
"eval_steps_per_second": 13.786,
"step": 4266
},
{
"epoch": 4.0,
"grad_norm": 3.619699239730835,
"learning_rate": 4.600000000000001e-05,
"loss": 0.2996,
"step": 5688
},
{
"epoch": 4.0,
"eval_accuracy": 0.8190699975265892,
"eval_combined_score": 0.7806998865719529,
"eval_f1": 0.7423297756173166,
"eval_loss": 0.4293212294578552,
"eval_runtime": 12.0834,
"eval_samples_per_second": 3345.917,
"eval_steps_per_second": 13.076,
"step": 5688
},
{
"epoch": 5.0,
"grad_norm": 2.874742269515991,
"learning_rate": 4.5e-05,
"loss": 0.2623,
"step": 7110
},
{
"epoch": 5.0,
"eval_accuracy": 0.8209992579767499,
"eval_combined_score": 0.789118259695161,
"eval_f1": 0.7572372614135722,
"eval_loss": 0.43629372119903564,
"eval_runtime": 11.5402,
"eval_samples_per_second": 3503.407,
"eval_steps_per_second": 13.691,
"step": 7110
},
{
"epoch": 6.0,
"grad_norm": 2.806262731552124,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.2317,
"step": 8532
},
{
"epoch": 6.0,
"eval_accuracy": 0.8217907494434825,
"eval_combined_score": 0.7909998776671268,
"eval_f1": 0.7602090058907711,
"eval_loss": 0.45417508482933044,
"eval_runtime": 11.5347,
"eval_samples_per_second": 3505.072,
"eval_steps_per_second": 13.698,
"step": 8532
},
{
"epoch": 7.0,
"grad_norm": 3.6159353256225586,
"learning_rate": 4.3e-05,
"loss": 0.207,
"step": 9954
},
{
"epoch": 7.0,
"eval_accuracy": 0.8216423447934702,
"eval_combined_score": 0.7933131060407725,
"eval_f1": 0.7649838672880749,
"eval_loss": 0.4872119724750519,
"eval_runtime": 11.5245,
"eval_samples_per_second": 3508.174,
"eval_steps_per_second": 13.71,
"step": 9954
},
{
"epoch": 8.0,
"grad_norm": 3.678138494491577,
"learning_rate": 4.2e-05,
"loss": 0.184,
"step": 11376
},
{
"epoch": 8.0,
"eval_accuracy": 0.8273311897106109,
"eval_combined_score": 0.7958507637890484,
"eval_f1": 0.7643703378674858,
"eval_loss": 0.5372677445411682,
"eval_runtime": 11.4885,
"eval_samples_per_second": 3519.164,
"eval_steps_per_second": 13.753,
"step": 11376
},
{
"epoch": 8.0,
"step": 11376,
"total_flos": 7.633075201391002e+16,
"train_loss": 0.30389826006024195,
"train_runtime": 1605.4025,
"train_samples_per_second": 11331.925,
"train_steps_per_second": 44.288
}
],
"logging_steps": 1,
"max_steps": 71100,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 7.633075201391002e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|