File size: 4,599 Bytes
9c3f46d | 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": 0.5978386998176575,
"best_model_checkpoint": "bert_base_km_5_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": 1.4363431930541992,
"learning_rate": 4.9e-05,
"loss": 0.6316,
"step": 15
},
{
"epoch": 1.0,
"eval_accuracy": 0.6887254901960784,
"eval_combined_score": 0.7424365813741227,
"eval_f1": 0.7961476725521669,
"eval_loss": 0.6041475534439087,
"eval_runtime": 0.3074,
"eval_samples_per_second": 1327.06,
"eval_steps_per_second": 6.505,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 1.8027812242507935,
"learning_rate": 4.8e-05,
"loss": 0.5501,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.7156862745098039,
"eval_combined_score": 0.7605277010132911,
"eval_f1": 0.8053691275167785,
"eval_loss": 0.5978386998176575,
"eval_runtime": 0.2786,
"eval_samples_per_second": 1464.265,
"eval_steps_per_second": 7.178,
"step": 30
},
{
"epoch": 3.0,
"grad_norm": 2.0269715785980225,
"learning_rate": 4.7e-05,
"loss": 0.4475,
"step": 45
},
{
"epoch": 3.0,
"eval_accuracy": 0.6642156862745098,
"eval_combined_score": 0.7129774083546462,
"eval_f1": 0.7617391304347826,
"eval_loss": 0.6494813561439514,
"eval_runtime": 0.2962,
"eval_samples_per_second": 1377.329,
"eval_steps_per_second": 6.752,
"step": 45
},
{
"epoch": 4.0,
"grad_norm": 3.375882625579834,
"learning_rate": 4.600000000000001e-05,
"loss": 0.3135,
"step": 60
},
{
"epoch": 4.0,
"eval_accuracy": 0.6715686274509803,
"eval_combined_score": 0.7198673587081892,
"eval_f1": 0.7681660899653979,
"eval_loss": 0.8098564743995667,
"eval_runtime": 0.2668,
"eval_samples_per_second": 1529.24,
"eval_steps_per_second": 7.496,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 4.542888164520264,
"learning_rate": 4.5e-05,
"loss": 0.1742,
"step": 75
},
{
"epoch": 5.0,
"eval_accuracy": 0.5882352941176471,
"eval_combined_score": 0.6300551470588236,
"eval_f1": 0.671875,
"eval_loss": 1.151023268699646,
"eval_runtime": 0.275,
"eval_samples_per_second": 1483.816,
"eval_steps_per_second": 7.274,
"step": 75
},
{
"epoch": 6.0,
"grad_norm": 4.128825664520264,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0858,
"step": 90
},
{
"epoch": 6.0,
"eval_accuracy": 0.6274509803921569,
"eval_combined_score": 0.6735040879820563,
"eval_f1": 0.7195571955719557,
"eval_loss": 1.1825387477874756,
"eval_runtime": 0.3035,
"eval_samples_per_second": 1344.189,
"eval_steps_per_second": 6.589,
"step": 90
},
{
"epoch": 7.0,
"grad_norm": 2.8958871364593506,
"learning_rate": 4.3e-05,
"loss": 0.0492,
"step": 105
},
{
"epoch": 7.0,
"eval_accuracy": 0.6642156862745098,
"eval_combined_score": 0.7181311376464063,
"eval_f1": 0.7720465890183028,
"eval_loss": 1.3776967525482178,
"eval_runtime": 0.3059,
"eval_samples_per_second": 1333.975,
"eval_steps_per_second": 6.539,
"step": 105
},
{
"epoch": 7.0,
"step": 105,
"total_flos": 3377819728711680.0,
"train_loss": 0.32170329434531075,
"train_runtime": 58.7394,
"train_samples_per_second": 3122.266,
"train_steps_per_second": 12.768
}
],
"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
}
|