File size: 4,845 Bytes
b6f9d9b | 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 | {
"best_global_step": 6136,
"best_metric": 0.8246227502822876,
"best_model_checkpoint": "tiny_bert_rand_5_v1_mnli/checkpoint-6136",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 13806,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.2438603639602661,
"learning_rate": 4.9e-05,
"loss": 0.9849,
"step": 1534
},
{
"epoch": 1.0,
"eval_accuracy": 0.5525216505348955,
"eval_loss": 0.9320639967918396,
"eval_runtime": 2.9458,
"eval_samples_per_second": 3331.907,
"eval_steps_per_second": 13.239,
"step": 1534
},
{
"epoch": 2.0,
"grad_norm": 1.3408972024917603,
"learning_rate": 4.8e-05,
"loss": 0.8957,
"step": 3068
},
{
"epoch": 2.0,
"eval_accuracy": 0.5971472236372899,
"eval_loss": 0.8761903643608093,
"eval_runtime": 2.8895,
"eval_samples_per_second": 3396.748,
"eval_steps_per_second": 13.497,
"step": 3068
},
{
"epoch": 3.0,
"grad_norm": 1.6667389869689941,
"learning_rate": 4.7e-05,
"loss": 0.8353,
"step": 4602
},
{
"epoch": 3.0,
"eval_accuracy": 0.615588385124809,
"eval_loss": 0.8479040265083313,
"eval_runtime": 2.867,
"eval_samples_per_second": 3423.39,
"eval_steps_per_second": 13.603,
"step": 4602
},
{
"epoch": 4.0,
"grad_norm": 1.884446382522583,
"learning_rate": 4.600000000000001e-05,
"loss": 0.7794,
"step": 6136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6387162506367804,
"eval_loss": 0.8246227502822876,
"eval_runtime": 2.8779,
"eval_samples_per_second": 3410.491,
"eval_steps_per_second": 13.552,
"step": 6136
},
{
"epoch": 5.0,
"grad_norm": 1.718855381011963,
"learning_rate": 4.5e-05,
"loss": 0.724,
"step": 7670
},
{
"epoch": 5.0,
"eval_accuracy": 0.6408558329088131,
"eval_loss": 0.8253929018974304,
"eval_runtime": 2.862,
"eval_samples_per_second": 3429.398,
"eval_steps_per_second": 13.627,
"step": 7670
},
{
"epoch": 6.0,
"grad_norm": 2.2447354793548584,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6724,
"step": 9204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6465613856342333,
"eval_loss": 0.8509302139282227,
"eval_runtime": 2.8713,
"eval_samples_per_second": 3418.317,
"eval_steps_per_second": 13.583,
"step": 9204
},
{
"epoch": 7.0,
"grad_norm": 2.3346612453460693,
"learning_rate": 4.3e-05,
"loss": 0.6229,
"step": 10738
},
{
"epoch": 7.0,
"eval_accuracy": 0.6513499745287825,
"eval_loss": 0.8634324073791504,
"eval_runtime": 2.8558,
"eval_samples_per_second": 3436.922,
"eval_steps_per_second": 13.657,
"step": 10738
},
{
"epoch": 8.0,
"grad_norm": 2.579292058944702,
"learning_rate": 4.2e-05,
"loss": 0.5766,
"step": 12272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6483953132959756,
"eval_loss": 0.9374760985374451,
"eval_runtime": 2.9078,
"eval_samples_per_second": 3375.35,
"eval_steps_per_second": 13.412,
"step": 12272
},
{
"epoch": 9.0,
"grad_norm": 2.9840760231018066,
"learning_rate": 4.1e-05,
"loss": 0.5324,
"step": 13806
},
{
"epoch": 9.0,
"eval_accuracy": 0.6448293428425879,
"eval_loss": 0.9645715355873108,
"eval_runtime": 2.8721,
"eval_samples_per_second": 3417.328,
"eval_steps_per_second": 13.579,
"step": 13806
},
{
"epoch": 9.0,
"step": 13806,
"total_flos": 9.268524907513344e+16,
"train_loss": 0.735966525077129,
"train_runtime": 1891.6558,
"train_samples_per_second": 10379.848,
"train_steps_per_second": 40.546
}
],
"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": 9.268524907513344e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|