File size: 4,039 Bytes
654555d | 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 | {
"best_global_step": 820,
"best_metric": 0.621903657913208,
"best_model_checkpoint": "bert_base_rand_5_v1_qnli/checkpoint-820",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2870,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.6281776428222656,
"learning_rate": 4.9e-05,
"loss": 0.6626,
"step": 410
},
{
"epoch": 1.0,
"eval_accuracy": 0.6309719934102141,
"eval_loss": 0.6388838887214661,
"eval_runtime": 3.5027,
"eval_samples_per_second": 1559.642,
"eval_steps_per_second": 6.281,
"step": 410
},
{
"epoch": 2.0,
"grad_norm": 1.7621873617172241,
"learning_rate": 4.8e-05,
"loss": 0.6197,
"step": 820
},
{
"epoch": 2.0,
"eval_accuracy": 0.6547684422478491,
"eval_loss": 0.621903657913208,
"eval_runtime": 3.4455,
"eval_samples_per_second": 1585.567,
"eval_steps_per_second": 6.385,
"step": 820
},
{
"epoch": 3.0,
"grad_norm": 2.546959638595581,
"learning_rate": 4.7e-05,
"loss": 0.5481,
"step": 1230
},
{
"epoch": 3.0,
"eval_accuracy": 0.628775398132894,
"eval_loss": 0.659508228302002,
"eval_runtime": 3.4193,
"eval_samples_per_second": 1597.682,
"eval_steps_per_second": 6.434,
"step": 1230
},
{
"epoch": 4.0,
"grad_norm": 5.314105987548828,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4397,
"step": 1640
},
{
"epoch": 4.0,
"eval_accuracy": 0.6633717737506865,
"eval_loss": 0.7054057121276855,
"eval_runtime": 3.4423,
"eval_samples_per_second": 1587.009,
"eval_steps_per_second": 6.391,
"step": 1640
},
{
"epoch": 5.0,
"grad_norm": 6.697480201721191,
"learning_rate": 4.5e-05,
"loss": 0.3246,
"step": 2050
},
{
"epoch": 5.0,
"eval_accuracy": 0.6655683690280065,
"eval_loss": 0.76524817943573,
"eval_runtime": 3.4211,
"eval_samples_per_second": 1596.873,
"eval_steps_per_second": 6.431,
"step": 2050
},
{
"epoch": 6.0,
"grad_norm": 7.7650370597839355,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.2276,
"step": 2460
},
{
"epoch": 6.0,
"eval_accuracy": 0.6445176642870217,
"eval_loss": 1.1442667245864868,
"eval_runtime": 3.4209,
"eval_samples_per_second": 1596.93,
"eval_steps_per_second": 6.431,
"step": 2460
},
{
"epoch": 7.0,
"grad_norm": 6.955177307128906,
"learning_rate": 4.3e-05,
"loss": 0.1661,
"step": 2870
},
{
"epoch": 7.0,
"eval_accuracy": 0.6576972359509428,
"eval_loss": 0.9847047924995422,
"eval_runtime": 3.4395,
"eval_samples_per_second": 1588.318,
"eval_steps_per_second": 6.396,
"step": 2870
},
{
"epoch": 7.0,
"step": 2870,
"total_flos": 9.645664445050368e+16,
"train_loss": 0.426914212429565,
"train_runtime": 1215.4609,
"train_samples_per_second": 4308.777,
"train_steps_per_second": 16.866
}
],
"logging_steps": 1,
"max_steps": 20500,
"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": 9.645664445050368e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|