File size: 4,581 Bytes
2cda03f | 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 | {
"best_global_step": 30,
"best_metric": 0.6164862513542175,
"best_model_checkpoint": "bert_base_km_100_v2_mrpc/checkpoint-30",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 105,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.257430076599121,
"learning_rate": 4.9e-05,
"loss": 0.6278,
"step": 15
},
{
"epoch": 1.0,
"eval_accuracy": 0.6813725490196079,
"eval_combined_score": 0.7400670794633644,
"eval_f1": 0.7987616099071208,
"eval_loss": 0.6242939233779907,
"eval_runtime": 0.2756,
"eval_samples_per_second": 1480.504,
"eval_steps_per_second": 7.257,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 1.5219076871871948,
"learning_rate": 4.8e-05,
"loss": 0.5651,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.7058823529411765,
"eval_combined_score": 0.7614777618364419,
"eval_f1": 0.8170731707317073,
"eval_loss": 0.6164862513542175,
"eval_runtime": 0.2706,
"eval_samples_per_second": 1507.706,
"eval_steps_per_second": 7.391,
"step": 30
},
{
"epoch": 3.0,
"grad_norm": 1.705201506614685,
"learning_rate": 4.7e-05,
"loss": 0.489,
"step": 45
},
{
"epoch": 3.0,
"eval_accuracy": 0.696078431372549,
"eval_combined_score": 0.7517659237608086,
"eval_f1": 0.8074534161490683,
"eval_loss": 0.6588466763496399,
"eval_runtime": 0.2766,
"eval_samples_per_second": 1475.276,
"eval_steps_per_second": 7.232,
"step": 45
},
{
"epoch": 4.0,
"grad_norm": 2.3031058311462402,
"learning_rate": 4.600000000000001e-05,
"loss": 0.3881,
"step": 60
},
{
"epoch": 4.0,
"eval_accuracy": 0.6813725490196079,
"eval_combined_score": 0.7312586650821945,
"eval_f1": 0.7811447811447811,
"eval_loss": 0.7228206396102905,
"eval_runtime": 0.2874,
"eval_samples_per_second": 1419.49,
"eval_steps_per_second": 6.958,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 3.1388323307037354,
"learning_rate": 4.5e-05,
"loss": 0.2718,
"step": 75
},
{
"epoch": 5.0,
"eval_accuracy": 0.6004901960784313,
"eval_combined_score": 0.650703813635546,
"eval_f1": 0.7009174311926606,
"eval_loss": 0.8791874647140503,
"eval_runtime": 0.2849,
"eval_samples_per_second": 1432.17,
"eval_steps_per_second": 7.02,
"step": 75
},
{
"epoch": 6.0,
"grad_norm": 3.5961313247680664,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.165,
"step": 90
},
{
"epoch": 6.0,
"eval_accuracy": 0.625,
"eval_combined_score": 0.6780536028119508,
"eval_f1": 0.7311072056239016,
"eval_loss": 1.0607061386108398,
"eval_runtime": 0.275,
"eval_samples_per_second": 1483.722,
"eval_steps_per_second": 7.273,
"step": 90
},
{
"epoch": 7.0,
"grad_norm": 2.8271677494049072,
"learning_rate": 4.3e-05,
"loss": 0.0868,
"step": 105
},
{
"epoch": 7.0,
"eval_accuracy": 0.625,
"eval_combined_score": 0.6789921465968587,
"eval_f1": 0.7329842931937173,
"eval_loss": 1.1696970462799072,
"eval_runtime": 0.2861,
"eval_samples_per_second": 1425.908,
"eval_steps_per_second": 6.99,
"step": 105
},
{
"epoch": 7.0,
"step": 105,
"total_flos": 3377819728711680.0,
"train_loss": 0.37051124686286563,
"train_runtime": 58.9087,
"train_samples_per_second": 3113.291,
"train_steps_per_second": 12.732
}
],
"logging_steps": 1,
"max_steps": 750,
"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": 3377819728711680.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|