File size: 4,678 Bytes
38c4bfb |
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 |
{
"best_metric": 0.5767690253671561,
"best_model_checkpoint": "outputs/indobert-base-uncased-reddit-indonesia-sarcastic/checkpoint-1545",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2472,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 9.997611994132918e-06,
"loss": 0.5121,
"step": 309
},
{
"epoch": 1.0,
"eval_accuracy": 0.7377746279234585,
"eval_f1": 0.47740112994350287,
"eval_loss": 0.49424678087234497,
"eval_precision": 0.476056338028169,
"eval_recall": 0.47875354107648727,
"eval_runtime": 5.6623,
"eval_samples_per_second": 249.194,
"eval_steps_per_second": 4.062,
"step": 309
},
{
"epoch": 2.0,
"learning_rate": 9.990292594641672e-06,
"loss": 0.4513,
"step": 618
},
{
"epoch": 2.0,
"eval_accuracy": 0.7951807228915663,
"eval_f1": 0.4956369982547993,
"eval_loss": 0.4422110319137573,
"eval_precision": 0.6454545454545455,
"eval_recall": 0.40226628895184136,
"eval_runtime": 5.5658,
"eval_samples_per_second": 253.511,
"eval_steps_per_second": 4.132,
"step": 618
},
{
"epoch": 3.0,
"learning_rate": 9.97804837884484e-06,
"loss": 0.4078,
"step": 927
},
{
"epoch": 3.0,
"eval_accuracy": 0.7980155917788803,
"eval_f1": 0.4074844074844075,
"eval_loss": 0.4770745635032654,
"eval_precision": 0.765625,
"eval_recall": 0.2776203966005666,
"eval_runtime": 5.5683,
"eval_samples_per_second": 253.398,
"eval_steps_per_second": 4.131,
"step": 927
},
{
"epoch": 4.0,
"learning_rate": 9.960891430305153e-06,
"loss": 0.3686,
"step": 1236
},
{
"epoch": 4.0,
"eval_accuracy": 0.8051027639971652,
"eval_f1": 0.4897959183673469,
"eval_loss": 0.4755268394947052,
"eval_precision": 0.7096774193548387,
"eval_recall": 0.37393767705382436,
"eval_runtime": 5.5542,
"eval_samples_per_second": 254.043,
"eval_steps_per_second": 4.141,
"step": 1236
},
{
"epoch": 5.0,
"learning_rate": 9.938838680859435e-06,
"loss": 0.3358,
"step": 1545
},
{
"epoch": 5.0,
"eval_accuracy": 0.7753366406803686,
"eval_f1": 0.5767690253671561,
"eval_loss": 0.48644235730171204,
"eval_precision": 0.5454545454545454,
"eval_recall": 0.6118980169971672,
"eval_runtime": 5.566,
"eval_samples_per_second": 253.505,
"eval_steps_per_second": 4.132,
"step": 1545
},
{
"epoch": 6.0,
"learning_rate": 9.91191189390893e-06,
"loss": 0.299,
"step": 1854
},
{
"epoch": 6.0,
"eval_accuracy": 0.7632884479092842,
"eval_f1": 0.5728900255754475,
"eval_loss": 0.5038222670555115,
"eval_precision": 0.5221445221445221,
"eval_recall": 0.6345609065155807,
"eval_runtime": 5.6526,
"eval_samples_per_second": 249.619,
"eval_steps_per_second": 4.069,
"step": 1854
},
{
"epoch": 7.0,
"learning_rate": 9.880137642941445e-06,
"loss": 0.2602,
"step": 2163
},
{
"epoch": 7.0,
"eval_accuracy": 0.7888022678951099,
"eval_f1": 0.5386996904024767,
"eval_loss": 0.5241848826408386,
"eval_precision": 0.5938566552901023,
"eval_recall": 0.49291784702549574,
"eval_runtime": 5.5631,
"eval_samples_per_second": 253.635,
"eval_steps_per_second": 4.134,
"step": 2163
},
{
"epoch": 8.0,
"learning_rate": 9.843547285306535e-06,
"loss": 0.2184,
"step": 2472
},
{
"epoch": 8.0,
"eval_accuracy": 0.781715095676825,
"eval_f1": 0.5523255813953489,
"eval_loss": 0.6153298616409302,
"eval_precision": 0.5671641791044776,
"eval_recall": 0.5382436260623229,
"eval_runtime": 5.5657,
"eval_samples_per_second": 253.519,
"eval_steps_per_second": 4.132,
"step": 2472
},
{
"epoch": 8.0,
"step": 2472,
"total_flos": 5199600676024320.0,
"train_loss": 0.3566574973195888,
"train_runtime": 992.7359,
"train_samples_per_second": 995.33,
"train_steps_per_second": 31.126
}
],
"logging_steps": 500,
"max_steps": 30900,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 5199600676024320.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|