File size: 5,226 Bytes
9206c72 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 | {
"best_global_step": 7670,
"best_metric": 0.7891020178794861,
"best_model_checkpoint": "bert_base_rand_10_v2_mnli/checkpoint-7670",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 15340,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.2558138370513916,
"learning_rate": 4.9e-05,
"loss": 0.9824,
"step": 1534
},
{
"epoch": 1.0,
"eval_accuracy": 0.5699439633214468,
"eval_loss": 0.9110311269760132,
"eval_runtime": 6.3612,
"eval_samples_per_second": 1542.943,
"eval_steps_per_second": 6.131,
"step": 1534
},
{
"epoch": 2.0,
"grad_norm": 1.4911693334579468,
"learning_rate": 4.8e-05,
"loss": 0.8805,
"step": 3068
},
{
"epoch": 2.0,
"eval_accuracy": 0.6046867040244523,
"eval_loss": 0.8597168922424316,
"eval_runtime": 6.247,
"eval_samples_per_second": 1571.154,
"eval_steps_per_second": 6.243,
"step": 3068
},
{
"epoch": 3.0,
"grad_norm": 1.8992587327957153,
"learning_rate": 4.7e-05,
"loss": 0.7993,
"step": 4602
},
{
"epoch": 3.0,
"eval_accuracy": 0.6384105960264901,
"eval_loss": 0.8155638575553894,
"eval_runtime": 6.2198,
"eval_samples_per_second": 1578.016,
"eval_steps_per_second": 6.27,
"step": 4602
},
{
"epoch": 4.0,
"grad_norm": 2.442138671875,
"learning_rate": 4.600000000000001e-05,
"loss": 0.7199,
"step": 6136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6514518593988793,
"eval_loss": 0.8102550506591797,
"eval_runtime": 6.2207,
"eval_samples_per_second": 1577.808,
"eval_steps_per_second": 6.269,
"step": 6136
},
{
"epoch": 5.0,
"grad_norm": 2.2134199142456055,
"learning_rate": 4.5e-05,
"loss": 0.6507,
"step": 7670
},
{
"epoch": 5.0,
"eval_accuracy": 0.6669383596535915,
"eval_loss": 0.7891020178794861,
"eval_runtime": 6.2158,
"eval_samples_per_second": 1579.049,
"eval_steps_per_second": 6.274,
"step": 7670
},
{
"epoch": 6.0,
"grad_norm": 3.173543930053711,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5825,
"step": 9204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6738665308201732,
"eval_loss": 0.8292580842971802,
"eval_runtime": 6.2207,
"eval_samples_per_second": 1577.791,
"eval_steps_per_second": 6.269,
"step": 9204
},
{
"epoch": 7.0,
"grad_norm": 2.7192294597625732,
"learning_rate": 4.3e-05,
"loss": 0.5126,
"step": 10738
},
{
"epoch": 7.0,
"eval_accuracy": 0.6684666327050433,
"eval_loss": 0.840766191482544,
"eval_runtime": 6.2289,
"eval_samples_per_second": 1575.729,
"eval_steps_per_second": 6.261,
"step": 10738
},
{
"epoch": 8.0,
"grad_norm": 3.465540647506714,
"learning_rate": 4.2e-05,
"loss": 0.4443,
"step": 12272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6673458991339786,
"eval_loss": 0.9585584998130798,
"eval_runtime": 6.225,
"eval_samples_per_second": 1576.709,
"eval_steps_per_second": 6.265,
"step": 12272
},
{
"epoch": 9.0,
"grad_norm": 4.3748555183410645,
"learning_rate": 4.1e-05,
"loss": 0.3792,
"step": 13806
},
{
"epoch": 9.0,
"eval_accuracy": 0.6593988792664289,
"eval_loss": 1.07344651222229,
"eval_runtime": 6.2298,
"eval_samples_per_second": 1575.481,
"eval_steps_per_second": 6.26,
"step": 13806
},
{
"epoch": 10.0,
"grad_norm": 4.201927661895752,
"learning_rate": 4e-05,
"loss": 0.3211,
"step": 15340
},
{
"epoch": 10.0,
"eval_accuracy": 0.6675496688741722,
"eval_loss": 1.1208546161651611,
"eval_runtime": 6.2157,
"eval_samples_per_second": 1579.058,
"eval_steps_per_second": 6.274,
"step": 15340
},
{
"epoch": 10.0,
"step": 15340,
"total_flos": 5.166258268431053e+17,
"train_loss": 0.6272336599257965,
"train_runtime": 6425.3808,
"train_samples_per_second": 3055.866,
"train_steps_per_second": 11.937
}
],
"logging_steps": 1,
"max_steps": 76700,
"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": 5.166258268431053e+17,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|