File size: 5,228 Bytes
fc666ca | 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": 0.7996456027030945,
"best_model_checkpoint": "bert_base_rand_20_v1_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": 1.4270943403244019,
"learning_rate": 4.9e-05,
"loss": 0.9783,
"step": 1534
},
{
"epoch": 1.0,
"eval_accuracy": 0.569332654100866,
"eval_loss": 0.9197439551353455,
"eval_runtime": 6.1778,
"eval_samples_per_second": 1588.757,
"eval_steps_per_second": 6.313,
"step": 1534
},
{
"epoch": 2.0,
"grad_norm": 1.4544787406921387,
"learning_rate": 4.8e-05,
"loss": 0.8746,
"step": 3068
},
{
"epoch": 2.0,
"eval_accuracy": 0.6089658685685175,
"eval_loss": 0.8565420508384705,
"eval_runtime": 6.1223,
"eval_samples_per_second": 1603.168,
"eval_steps_per_second": 6.37,
"step": 3068
},
{
"epoch": 3.0,
"grad_norm": 1.7756571769714355,
"learning_rate": 4.7e-05,
"loss": 0.7957,
"step": 4602
},
{
"epoch": 3.0,
"eval_accuracy": 0.6441161487519104,
"eval_loss": 0.8150185346603394,
"eval_runtime": 6.123,
"eval_samples_per_second": 1602.981,
"eval_steps_per_second": 6.369,
"step": 4602
},
{
"epoch": 4.0,
"grad_norm": 2.0247035026550293,
"learning_rate": 4.600000000000001e-05,
"loss": 0.7173,
"step": 6136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6470708099847172,
"eval_loss": 0.8204519152641296,
"eval_runtime": 6.1456,
"eval_samples_per_second": 1597.076,
"eval_steps_per_second": 6.346,
"step": 6136
},
{
"epoch": 5.0,
"grad_norm": 2.3827614784240723,
"learning_rate": 4.5e-05,
"loss": 0.6446,
"step": 7670
},
{
"epoch": 5.0,
"eval_accuracy": 0.6617422312786552,
"eval_loss": 0.7996456027030945,
"eval_runtime": 6.1393,
"eval_samples_per_second": 1598.706,
"eval_steps_per_second": 6.352,
"step": 7670
},
{
"epoch": 6.0,
"grad_norm": 2.6881988048553467,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5725,
"step": 9204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6644931227712685,
"eval_loss": 0.8414015769958496,
"eval_runtime": 6.1406,
"eval_samples_per_second": 1598.386,
"eval_steps_per_second": 6.351,
"step": 9204
},
{
"epoch": 7.0,
"grad_norm": 2.599024534225464,
"learning_rate": 4.3e-05,
"loss": 0.4995,
"step": 10738
},
{
"epoch": 7.0,
"eval_accuracy": 0.6592969943963322,
"eval_loss": 0.9118618369102478,
"eval_runtime": 6.1244,
"eval_samples_per_second": 1602.605,
"eval_steps_per_second": 6.368,
"step": 10738
},
{
"epoch": 8.0,
"grad_norm": 2.8561458587646484,
"learning_rate": 4.2e-05,
"loss": 0.4289,
"step": 12272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6555272542027509,
"eval_loss": 0.9942179322242737,
"eval_runtime": 6.1281,
"eval_samples_per_second": 1601.65,
"eval_steps_per_second": 6.364,
"step": 12272
},
{
"epoch": 9.0,
"grad_norm": 4.280539035797119,
"learning_rate": 4.1e-05,
"loss": 0.3647,
"step": 13806
},
{
"epoch": 9.0,
"eval_accuracy": 0.648191543555782,
"eval_loss": 1.123213291168213,
"eval_runtime": 6.1617,
"eval_samples_per_second": 1592.912,
"eval_steps_per_second": 6.329,
"step": 13806
},
{
"epoch": 10.0,
"grad_norm": 3.6000685691833496,
"learning_rate": 4e-05,
"loss": 0.3083,
"step": 15340
},
{
"epoch": 10.0,
"eval_accuracy": 0.6507386653082017,
"eval_loss": 1.138242483139038,
"eval_runtime": 6.1268,
"eval_samples_per_second": 1601.98,
"eval_steps_per_second": 6.365,
"step": 15340
},
{
"epoch": 10.0,
"step": 15340,
"total_flos": 5.166258268431053e+17,
"train_loss": 0.618427997773132,
"train_runtime": 6361.5043,
"train_samples_per_second": 3086.55,
"train_steps_per_second": 12.057
}
],
"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
}
|