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# Bert_1e_07a_6e_08b

This model is a fine-tuned version of [guoluo/Bert_1e_07a](https://huggingface.co/guoluo/Bert_1e_07a) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 1.0062
- Train Prediction Logits Accuracy: 0.0828
- Train Seq Relationship Logits Accuracy: 0.5728
- Validation Loss: 1.0248
- Validation Prediction Logits Accuracy: 0.0831
- Validation Seq Relationship Logits Accuracy: 0.5236
- Train Lr: 5.7862866e-08
- Epoch: 1099

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'learning_rate': 5.7862866e-08, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results

| Train Loss | Train Prediction Logits Accuracy | Train Seq Relationship Logits Accuracy | Validation Loss | Validation Prediction Logits Accuracy | Validation Seq Relationship Logits Accuracy | Train Lr      | Epoch |
|:----------:|:--------------------------------:|:--------------------------------------:|:---------------:|:-------------------------------------:|:-------------------------------------------:|:-------------:|:-----:|
| 1.0355     | 0.0826                           | 0.5317                                 | 1.0349          | 0.0830                                | 0.5187                                      | 6e-08         | 0     |
| 1.0357     | 0.0826                           | 0.5302                                 | 1.0323          | 0.0820                                | 0.5172                                      | 5.999999e-08  | 1     |
| 1.0341     | 0.0826                           | 0.5320                                 | 1.0328          | 0.0827                                | 0.5189                                      | 5.9999984e-08 | 2     |
| 1.0342     | 0.0826                           | 0.5297                                 | 1.0269          | 0.0828                                | 0.5224                                      | 5.999997e-08  | 3     |
| 1.0343     | 0.0826                           | 0.5316                                 | 1.0275          | 0.0826                                | 0.5177                                      | 5.9999955e-08 | 4     |
| 1.0345     | 0.0826                           | 0.5316                                 | 1.0282          | 0.0831                                | 0.5201                                      | 5.9999934e-08 | 5     |
| 1.0357     | 0.0826                           | 0.5309                                 | 1.0290          | 0.0828                                | 0.5171                                      | 5.999991e-08  | 6     |
| 1.0350     | 0.0826                           | 0.5286                                 | 1.0311          | 0.0827                                | 0.5158                                      | 5.9999884e-08 | 7     |
| 1.0353     | 0.0825                           | 0.5318                                 | 1.0236          | 0.0831                                | 0.5159                                      | 5.9999856e-08 | 8     |
| 1.0351     | 0.0826                           | 0.5320                                 | 1.0312          | 0.0827                                | 0.5162                                      | 5.999982e-08  | 9     |
| 1.0344     | 0.0826                           | 0.5306                                 | 1.0268          | 0.0827                                | 0.5123                                      | 5.9999785e-08 | 10    |
| 1.0344     | 0.0826                           | 0.5317                                 | 1.0306          | 0.0826                                | 0.5219                                      | 5.999974e-08  | 11    |
| 1.0342     | 0.0825                           | 0.5304                                 | 1.0335          | 0.0824                                | 0.5211                                      | 5.99997e-08   | 12    |
| 1.0334     | 0.0826                           | 0.5311                                 | 1.0279          | 0.0830                                | 0.5197                                      | 5.999965e-08  | 13    |
| 1.0338     | 0.0826                           | 0.5311                                 | 1.0289          | 0.0829                                | 0.5175                                      | 5.99996e-08   | 14    |
| 1.0339     | 0.0827                           | 0.5306                                 | 1.0273          | 0.0832                                | 0.5242                                      | 5.999954e-08  | 15    |
| 1.0327     | 0.0826                           | 0.5320                                 | 1.0294          | 0.0825                                | 0.5219                                      | 5.9999486e-08 | 16    |
| 1.0329     | 0.0826                           | 0.5310                                 | 1.0286          | 0.0831                                | 0.5151                                      | 5.999942e-08  | 17    |
| 1.0341     | 0.0826                           | 0.5306                                 | 1.0281          | 0.0829                                | 0.5174                                      | 5.999936e-08  | 18    |
| 1.0340     | 0.0827                           | 0.5318                                 | 1.0294          | 0.0830                                | 0.5212                                      | 5.999929e-08  | 19    |
| 1.0336     | 0.0826                           | 0.5319                                 | 1.0257          | 0.0830                                | 0.5202                                      | 5.9999216e-08 | 20    |
| 1.0338     | 0.0826                           | 0.5323                                 | 1.0284          | 0.0824                                | 0.5175                                      | 5.999914e-08  | 21    |
| 1.0329     | 0.0827                           | 0.5324                                 | 1.0313          | 0.0830                                | 0.5198                                      | 5.999906e-08  | 22    |
| 1.0342     | 0.0826                           | 0.5311                                 | 1.0338          | 0.0827                                | 0.5199                                      | 5.9998975e-08 | 23    |
| 1.0324     | 0.0827                           | 0.5308                                 | 1.0319          | 0.0828                                | 0.5182                                      | 5.999889e-08  | 24    |
| 1.0338     | 0.0827                           | 0.5325                                 | 1.0348          | 0.0827                                | 0.5196                                      | 5.99988e-08   | 25    |
| 1.0336     | 0.0826                           | 0.5322                                 | 1.0282          | 0.0826                                | 0.5172                                      | 5.9998705e-08 | 26    |
| 1.0326     | 0.0826                           | 0.5312                                 | 1.0280          | 0.0830                                | 0.5190                                      | 5.9998605e-08 | 27    |
| 1.0338     | 0.0826                           | 0.5313                                 | 1.0291          | 0.0831                                | 0.5302                                      | 5.9998506e-08 | 28    |
| 1.0341     | 0.0826                           | 0.5307                                 | 1.0254          | 0.0827                                | 0.5179                                      | 5.99984e-08   | 29    |
| 1.0331     | 0.0827                           | 0.5314                                 | 1.0217          | 0.0832                                | 0.5231                                      | 5.999829e-08  | 30    |
| 1.0327     | 0.0826                           | 0.5323                                 | 1.0242          | 0.0826                                | 0.5163                                      | 5.999818e-08  | 31    |
| 1.0341     | 0.0826                           | 0.5321                                 | 1.0287          | 0.0831                                | 0.5162                                      | 5.9998065e-08 | 32    |
| 1.0334     | 0.0825                           | 0.5310                                 | 1.0257          | 0.0831                                | 0.5250                                      | 5.9997944e-08 | 33    |
| 1.0313     | 0.0826                           | 0.5328                                 | 1.0257          | 0.0827                                | 0.5222                                      | 5.9997824e-08 | 34    |
| 1.0325     | 0.0825                           | 0.5320                                 | 1.0263          | 0.0831                                | 0.5234                                      | 5.9997696e-08 | 35    |
| 1.0325     | 0.0828                           | 0.5307                                 | 1.0255          | 0.0829                                | 0.5188                                      | 5.999757e-08  | 36    |
| 1.0338     | 0.0827                           | 0.5316                                 | 1.0279          | 0.0826                                | 0.5240                                      | 5.999743e-08  | 37    |
| 1.0323     | 0.0827                           | 0.5319                                 | 1.0244          | 0.0827                                | 0.5231                                      | 5.99973e-08   | 38    |
| 1.0329     | 0.0827                           | 0.5324                                 | 1.0267          | 0.0826                                | 0.5245                                      | 5.9997156e-08 | 39    |
| 1.0337     | 0.0826                           | 0.5312                                 | 1.0244          | 0.0830                                | 0.5185                                      | 5.9997014e-08 | 40    |
| 1.0312     | 0.0827                           | 0.5310                                 | 1.0250          | 0.0832                                | 0.5192                                      | 5.9996864e-08 | 41    |
| 1.0325     | 0.0826                           | 0.5324                                 | 1.0229          | 0.0827                                | 0.5196                                      | 5.9996715e-08 | 42    |
| 1.0330     | 0.0826                           | 0.5313                                 | 1.0255          | 0.0831                                | 0.5232                                      | 5.999656e-08  | 43    |
| 1.0336     | 0.0825                           | 0.5311                                 | 1.0285          | 0.0832                                | 0.5181                                      | 5.99964e-08   | 44    |
| 1.0332     | 0.0826                           | 0.5315                                 | 1.0277          | 0.0828                                | 0.5189                                      | 5.999624e-08  | 45    |
| 1.0323     | 0.0826                           | 0.5317                                 | 1.0320          | 0.0825                                | 0.5224                                      | 5.9996076e-08 | 46    |
| 1.0328     | 0.0826                           | 0.5332                                 | 1.0296          | 0.0824                                | 0.5240                                      | 5.9995905e-08 | 47    |
| 1.0337     | 0.0826                           | 0.5319                                 | 1.0315          | 0.0830                                | 0.5176                                      | 5.9995735e-08 | 48    |
| 1.0320     | 0.0826                           | 0.5316                                 | 1.0245          | 0.0832                                | 0.5187                                      | 5.999556e-08  | 49    |
| 1.0324     | 0.0827                           | 0.5325                                 | 1.0279          | 0.0830                                | 0.5165                                      | 5.999538e-08  | 50    |
| 1.0327     | 0.0826                           | 0.5340                                 | 1.0299          | 0.0825                                | 0.5210                                      | 5.9995195e-08 | 51    |
| 1.0329     | 0.0826                           | 0.5316                                 | 1.0257          | 0.0824                                | 0.5236                                      | 5.999501e-08  | 52    |
| 1.0331     | 0.0826                           | 0.5320                                 | 1.0243          | 0.0828                                | 0.5192                                      | 5.999482e-08  | 53    |
| 1.0327     | 0.0827                           | 0.5325                                 | 1.0270          | 0.0828                                | 0.5142                                      | 5.9994626e-08 | 54    |
| 1.0331     | 0.0826                           | 0.5324                                 | 1.0277          | 0.0826                                | 0.5227                                      | 5.999443e-08  | 55    |
| 1.0331     | 0.0826                           | 0.5328                                 | 1.0230          | 0.0828                                | 0.5253                                      | 5.999423e-08  | 56    |
| 1.0325     | 0.0826                           | 0.5326                                 | 1.0264          | 0.0830                                | 0.5218                                      | 5.999402e-08  | 57    |
| 1.0328     | 0.0826                           | 0.5331                                 | 1.0281          | 0.0827                                | 0.5150                                      | 5.9993816e-08 | 58    |
| 1.0325     | 0.0826                           | 0.5315                                 | 1.0277          | 0.0825                                | 0.5131                                      | 5.99936e-08   | 59    |
| 1.0314     | 0.0827                           | 0.5337                                 | 1.0270          | 0.0832                                | 0.5201                                      | 5.999339e-08  | 60    |
| 1.0320     | 0.0827                           | 0.5320                                 | 1.0258          | 0.0828                                | 0.5201                                      | 5.999317e-08  | 61    |
| 1.0323     | 0.0827                           | 0.5321                                 | 1.0247          | 0.0830                                | 0.5207                                      | 5.999295e-08  | 62    |
| 1.0319     | 0.0826                           | 0.5332                                 | 1.0288          | 0.0829                                | 0.5241                                      | 5.999272e-08  | 63    |
| 1.0310     | 0.0827                           | 0.5327                                 | 1.0235          | 0.0830                                | 0.5177                                      | 5.9992495e-08 | 64    |
| 1.0322     | 0.0826                           | 0.5331                                 | 1.0276          | 0.0828                                | 0.5194                                      | 5.999226e-08  | 65    |
| 1.0315     | 0.0827                           | 0.5323                                 | 1.0203          | 0.0827                                | 0.5203                                      | 5.9992026e-08 | 66    |
| 1.0322     | 0.0826                           | 0.5327                                 | 1.0276          | 0.0827                                | 0.5218                                      | 5.9991784e-08 | 67    |
| 1.0314     | 0.0826                           | 0.5325                                 | 1.0236          | 0.0831                                | 0.5228                                      | 5.999154e-08  | 68    |
| 1.0310     | 0.0827                           | 0.5335                                 | 1.0252          | 0.0833                                | 0.5232                                      | 5.9991294e-08 | 69    |
| 1.0324     | 0.0827                           | 0.5351                                 | 1.0277          | 0.0829                                | 0.5146                                      | 5.9991045e-08 | 70    |
| 1.0317     | 0.0826                           | 0.5317                                 | 1.0276          | 0.0830                                | 0.5231                                      | 5.999079e-08  | 71    |
| 1.0314     | 0.0827                           | 0.5315                                 | 1.0279          | 0.0829                                | 0.5201                                      | 5.999053e-08  | 72    |
| 1.0321     | 0.0826                           | 0.5314                                 | 1.0306          | 0.0826                                | 0.5210                                      | 5.999027e-08  | 73    |
| 1.0316     | 0.0827                           | 0.5350                                 | 1.0238          | 0.0833                                | 0.5185                                      | 5.999001e-08  | 74    |
| 1.0315     | 0.0826                           | 0.5337                                 | 1.0255          | 0.0827                                | 0.5191                                      | 5.998974e-08  | 75    |
| 1.0319     | 0.0827                           | 0.5340                                 | 1.0278          | 0.0826                                | 0.5141                                      | 5.998947e-08  | 76    |
| 1.0315     | 0.0826                           | 0.5325                                 | 1.0269          | 0.0830                                | 0.5251                                      | 5.998919e-08  | 77    |
| 1.0321     | 0.0827                           | 0.5343                                 | 1.0279          | 0.0830                                | 0.5179                                      | 5.9988906e-08 | 78    |
| 1.0323     | 0.0828                           | 0.5322                                 | 1.0249          | 0.0826                                | 0.5190                                      | 5.998862e-08  | 79    |
| 1.0304     | 0.0827                           | 0.5334                                 | 1.0258          | 0.0828                                | 0.5235                                      | 5.998833e-08  | 80    |
| 1.0315     | 0.0827                           | 0.5329                                 | 1.0288          | 0.0827                                | 0.5190                                      | 5.998804e-08  | 81    |
| 1.0330     | 0.0826                           | 0.5342                                 | 1.0294          | 0.0829                                | 0.5221                                      | 5.998774e-08  | 82    |
| 1.0314     | 0.0827                           | 0.5339                                 | 1.0197          | 0.0830                                | 0.5260                                      | 5.998744e-08  | 83    |
| 1.0310     | 0.0827                           | 0.5349                                 | 1.0241          | 0.0826                                | 0.5215                                      | 5.998714e-08  | 84    |
| 1.0319     | 0.0826                           | 0.5335                                 | 1.0307          | 0.0827                                | 0.5184                                      | 5.998683e-08  | 85    |
| 1.0325     | 0.0826                           | 0.5343                                 | 1.0241          | 0.0830                                | 0.5231                                      | 5.998652e-08  | 86    |
| 1.0307     | 0.0827                           | 0.5340                                 | 1.0274          | 0.0831                                | 0.5245                                      | 5.9986206e-08 | 87    |
| 1.0316     | 0.0827                           | 0.5346                                 | 1.0262          | 0.0826                                | 0.5198                                      | 5.998589e-08  | 88    |
| 1.0315     | 0.0827                           | 0.5326                                 | 1.0205          | 0.0829                                | 0.5210                                      | 5.998557e-08  | 89    |
| 1.0315     | 0.0827                           | 0.5331                                 | 1.0291          | 0.0826                                | 0.5196                                      | 5.998524e-08  | 90    |
| 1.0311     | 0.0826                           | 0.5332                                 | 1.0230          | 0.0835                                | 0.5210                                      | 5.998491e-08  | 91    |
| 1.0322     | 0.0826                           | 0.5340                                 | 1.0329          | 0.0828                                | 0.5173                                      | 5.998458e-08  | 92    |
| 1.0312     | 0.0827                           | 0.5340                                 | 1.0268          | 0.0831                                | 0.5202                                      | 5.9984245e-08 | 93    |
| 1.0306     | 0.0826                           | 0.5350                                 | 1.0257          | 0.0829                                | 0.5151                                      | 5.9983904e-08 | 94    |
| 1.0313     | 0.0826                           | 0.5349                                 | 1.0253          | 0.0833                                | 0.5181                                      | 5.998356e-08  | 95    |
| 1.0313     | 0.0826                           | 0.5339                                 | 1.0293          | 0.0827                                | 0.5218                                      | 5.9983215e-08 | 96    |
| 1.0324     | 0.0826                           | 0.5343                                 | 1.0242          | 0.0831                                | 0.5241                                      | 5.998287e-08  | 97    |
| 1.0308     | 0.0827                           | 0.5333                                 | 1.0285          | 0.0825                                | 0.5297                                      | 5.998251e-08  | 98    |
| 1.0307     | 0.0827                           | 0.5336                                 | 1.0227          | 0.0828                                | 0.5223                                      | 5.9982156e-08 | 99    |
| 1.0314     | 0.0826                           | 0.5360                                 | 1.0261          | 0.0826                                | 0.5232                                      | 5.9981794e-08 | 100   |
| 1.0300     | 0.0827                           | 0.5345                                 | 1.0265          | 0.0827                                | 0.5265                                      | 5.998143e-08  | 101   |
| 1.0307     | 0.0827                           | 0.5323                                 | 1.0246          | 0.0833                                | 0.5184                                      | 5.998106e-08  | 102   |
| 1.0320     | 0.0826                           | 0.5326                                 | 1.0265          | 0.0832                                | 0.5294                                      | 5.998069e-08  | 103   |
| 1.0316     | 0.0827                           | 0.5342                                 | 1.0275          | 0.0822                                | 0.5264                                      | 5.9980316e-08 | 104   |
| 1.0301     | 0.0827                           | 0.5347                                 | 1.0248          | 0.0833                                | 0.5260                                      | 5.997994e-08  | 105   |
| 1.0311     | 0.0826                           | 0.5351                                 | 1.0229          | 0.0832                                | 0.5223                                      | 5.9979556e-08 | 106   |
| 1.0310     | 0.0827                           | 0.5343                                 | 1.0265          | 0.0830                                | 0.5207                                      | 5.997917e-08  | 107   |
| 1.0307     | 0.0827                           | 0.5338                                 | 1.0227          | 0.0827                                | 0.5196                                      | 5.997878e-08  | 108   |
| 1.0312     | 0.0826                           | 0.5369                                 | 1.0305          | 0.0827                                | 0.5214                                      | 5.997839e-08  | 109   |
| 1.0299     | 0.0828                           | 0.5350                                 | 1.0272          | 0.0827                                | 0.5229                                      | 5.997799e-08  | 110   |
| 1.0300     | 0.0826                           | 0.5324                                 | 1.0259          | 0.0828                                | 0.5198                                      | 5.9977594e-08 | 111   |
| 1.0300     | 0.0827                           | 0.5337                                 | 1.0240          | 0.0830                                | 0.5272                                      | 5.997719e-08  | 112   |
| 1.0307     | 0.0826                           | 0.5350                                 | 1.0240          | 0.0833                                | 0.5231                                      | 5.9976784e-08 | 113   |
| 1.0307     | 0.0827                           | 0.5351                                 | 1.0296          | 0.0827                                | 0.5205                                      | 5.997637e-08  | 114   |
| 1.0295     | 0.0827                           | 0.5363                                 | 1.0219          | 0.0829                                | 0.5229                                      | 5.997596e-08  | 115   |
| 1.0311     | 0.0826                           | 0.5353                                 | 1.0279          | 0.0828                                | 0.5226                                      | 5.997554e-08  | 116   |
| 1.0318     | 0.0827                           | 0.5354                                 | 1.0253          | 0.0828                                | 0.5238                                      | 5.997512e-08  | 117   |
| 1.0316     | 0.0826                           | 0.5360                                 | 1.0222          | 0.0832                                | 0.5245                                      | 5.9974695e-08 | 118   |
| 1.0304     | 0.0827                           | 0.5351                                 | 1.0274          | 0.0832                                | 0.5175                                      | 5.997427e-08  | 119   |
| 1.0299     | 0.0827                           | 0.5343                                 | 1.0209          | 0.0832                                | 0.5204                                      | 5.9973836e-08 | 120   |
| 1.0301     | 0.0827                           | 0.5350                                 | 1.0236          | 0.0831                                | 0.5236                                      | 5.99734e-08   | 121   |
| 1.0297     | 0.0827                           | 0.5351                                 | 1.0243          | 0.0827                                | 0.5210                                      | 5.997296e-08  | 122   |
| 1.0295     | 0.0826                           | 0.5359                                 | 1.0282          | 0.0831                                | 0.5232                                      | 5.997252e-08  | 123   |
| 1.0304     | 0.0827                           | 0.5348                                 | 1.0283          | 0.0825                                | 0.5230                                      | 5.997207e-08  | 124   |
| 1.0293     | 0.0827                           | 0.5366                                 | 1.0227          | 0.0826                                | 0.5239                                      | 5.9971626e-08 | 125   |
| 1.0311     | 0.0825                           | 0.5346                                 | 1.0237          | 0.0823                                | 0.5210                                      | 5.997117e-08  | 126   |
| 1.0293     | 0.0827                           | 0.5337                                 | 1.0284          | 0.0828                                | 0.5240                                      | 5.9970716e-08 | 127   |
| 1.0296     | 0.0826                           | 0.5364                                 | 1.0227          | 0.0830                                | 0.5249                                      | 5.9970255e-08 | 128   |
| 1.0301     | 0.0826                           | 0.5363                                 | 1.0246          | 0.0828                                | 0.5171                                      | 5.996979e-08  | 129   |
| 1.0301     | 0.0827                           | 0.5363                                 | 1.0280          | 0.0827                                | 0.5236                                      | 5.9969324e-08 | 130   |
| 1.0305     | 0.0826                           | 0.5352                                 | 1.0257          | 0.0826                                | 0.5232                                      | 5.9968855e-08 | 131   |
| 1.0303     | 0.0827                           | 0.5349                                 | 1.0244          | 0.0826                                | 0.5196                                      | 5.996838e-08  | 132   |
| 1.0303     | 0.0827                           | 0.5358                                 | 1.0260          | 0.0829                                | 0.5250                                      | 5.99679e-08   | 133   |
| 1.0302     | 0.0827                           | 0.5356                                 | 1.0288          | 0.0827                                | 0.5292                                      | 5.996742e-08  | 134   |
| 1.0297     | 0.0826                           | 0.5347                                 | 1.0262          | 0.0828                                | 0.5194                                      | 5.9966936e-08 | 135   |
| 1.0301     | 0.0827                           | 0.5354                                 | 1.0240          | 0.0827                                | 0.5221                                      | 5.9966446e-08 | 136   |
| 1.0305     | 0.0827                           | 0.5346                                 | 1.0284          | 0.0830                                | 0.5257                                      | 5.9965956e-08 | 137   |
| 1.0300     | 0.0827                           | 0.5344                                 | 1.0268          | 0.0830                                | 0.5211                                      | 5.996546e-08  | 138   |
| 1.0292     | 0.0827                           | 0.5356                                 | 1.0313          | 0.0827                                | 0.5188                                      | 5.996496e-08  | 139   |
| 1.0287     | 0.0828                           | 0.5348                                 | 1.0307          | 0.0827                                | 0.5269                                      | 5.996446e-08  | 140   |
| 1.0298     | 0.0828                           | 0.5362                                 | 1.0323          | 0.0828                                | 0.5224                                      | 5.996395e-08  | 141   |
| 1.0299     | 0.0826                           | 0.5350                                 | 1.0243          | 0.0829                                | 0.5178                                      | 5.996344e-08  | 142   |
| 1.0295     | 0.0826                           | 0.5352                                 | 1.0219          | 0.0831                                | 0.5274                                      | 5.996293e-08  | 143   |
| 1.0299     | 0.0826                           | 0.5365                                 | 1.0272          | 0.0826                                | 0.5250                                      | 5.996241e-08  | 144   |
| 1.0303     | 0.0826                           | 0.5358                                 | 1.0311          | 0.0830                                | 0.5184                                      | 5.996189e-08  | 145   |
| 1.0289     | 0.0827                           | 0.5345                                 | 1.0270          | 0.0829                                | 0.5214                                      | 5.9961366e-08 | 146   |
| 1.0295     | 0.0827                           | 0.5358                                 | 1.0247          | 0.0830                                | 0.5235                                      | 5.996084e-08  | 147   |
| 1.0301     | 0.0826                           | 0.5371                                 | 1.0251          | 0.0826                                | 0.5224                                      | 5.996031e-08  | 148   |
| 1.0294     | 0.0827                           | 0.5354                                 | 1.0218          | 0.0829                                | 0.5196                                      | 5.9959774e-08 | 149   |
| 1.0303     | 0.0825                           | 0.5355                                 | 1.0261          | 0.0831                                | 0.5243                                      | 5.9959234e-08 | 150   |
| 1.0288     | 0.0828                           | 0.5356                                 | 1.0278          | 0.0829                                | 0.5230                                      | 5.9958694e-08 | 151   |
| 1.0297     | 0.0827                           | 0.5363                                 | 1.0270          | 0.0823                                | 0.5249                                      | 5.995815e-08  | 152   |
| 1.0292     | 0.0828                           | 0.5366                                 | 1.0259          | 0.0831                                | 0.5231                                      | 5.99576e-08   | 153   |
| 1.0300     | 0.0826                           | 0.5356                                 | 1.0264          | 0.0830                                | 0.5230                                      | 5.9957046e-08 | 154   |
| 1.0294     | 0.0828                           | 0.5354                                 | 1.0282          | 0.0827                                | 0.5226                                      | 5.995649e-08  | 155   |
| 1.0296     | 0.0828                           | 0.5359                                 | 1.0246          | 0.0826                                | 0.5280                                      | 5.995593e-08  | 156   |
| 1.0299     | 0.0827                           | 0.5371                                 | 1.0224          | 0.0829                                | 0.5236                                      | 5.995537e-08  | 157   |
| 1.0297     | 0.0826                           | 0.5349                                 | 1.0266          | 0.0830                                | 0.5214                                      | 5.99548e-08   | 158   |
| 1.0303     | 0.0826                           | 0.5361                                 | 1.0255          | 0.0826                                | 0.5221                                      | 5.995423e-08  | 159   |
| 1.0292     | 0.0827                           | 0.5365                                 | 1.0308          | 0.0827                                | 0.5238                                      | 5.9953656e-08 | 160   |
| 1.0294     | 0.0827                           | 0.5353                                 | 1.0257          | 0.0829                                | 0.5205                                      | 5.9953074e-08 | 161   |
| 1.0293     | 0.0828                           | 0.5358                                 | 1.0250          | 0.0832                                | 0.5262                                      | 5.995249e-08  | 162   |
| 1.0309     | 0.0827                           | 0.5366                                 | 1.0284          | 0.0826                                | 0.5151                                      | 5.99519e-08   | 163   |
| 1.0285     | 0.0828                           | 0.5372                                 | 1.0250          | 0.0828                                | 0.5197                                      | 5.995131e-08  | 164   |
| 1.0281     | 0.0828                           | 0.5367                                 | 1.0240          | 0.0831                                | 0.5261                                      | 5.9950715e-08 | 165   |
| 1.0291     | 0.0826                           | 0.5359                                 | 1.0259          | 0.0825                                | 0.5236                                      | 5.995012e-08  | 166   |
| 1.0304     | 0.0826                           | 0.5371                                 | 1.0256          | 0.0832                                | 0.5280                                      | 5.9949514e-08 | 167   |
| 1.0294     | 0.0827                           | 0.5369                                 | 1.0238          | 0.0831                                | 0.5291                                      | 5.994891e-08  | 168   |
| 1.0290     | 0.0828                           | 0.5369                                 | 1.0251          | 0.0829                                | 0.5228                                      | 5.99483e-08   | 169   |
| 1.0296     | 0.0827                           | 0.5359                                 | 1.0235          | 0.0827                                | 0.5205                                      | 5.994769e-08  | 170   |
| 1.0292     | 0.0827                           | 0.5370                                 | 1.0298          | 0.0829                                | 0.5236                                      | 5.994707e-08  | 171   |
| 1.0284     | 0.0828                           | 0.5359                                 | 1.0317          | 0.0826                                | 0.5287                                      | 5.994645e-08  | 172   |
| 1.0278     | 0.0828                           | 0.5374                                 | 1.0212          | 0.0829                                | 0.5221                                      | 5.9945826e-08 | 173   |
| 1.0286     | 0.0828                           | 0.5370                                 | 1.0231          | 0.0832                                | 0.5231                                      | 5.99452e-08   | 174   |
| 1.0293     | 0.0827                           | 0.5364                                 | 1.0256          | 0.0828                                | 0.5191                                      | 5.994457e-08  | 175   |
| 1.0287     | 0.0828                           | 0.5372                                 | 1.0248          | 0.0828                                | 0.5249                                      | 5.9943936e-08 | 176   |
| 1.0297     | 0.0827                           | 0.5363                                 | 1.0231          | 0.0824                                | 0.5290                                      | 5.99433e-08   | 177   |
| 1.0276     | 0.0827                           | 0.5373                                 | 1.0245          | 0.0830                                | 0.5252                                      | 5.994266e-08  | 178   |
| 1.0282     | 0.0827                           | 0.5377                                 | 1.0211          | 0.0830                                | 0.5223                                      | 5.994201e-08  | 179   |
| 1.0287     | 0.0827                           | 0.5370                                 | 1.0269          | 0.0826                                | 0.5214                                      | 5.9941364e-08 | 180   |
| 1.0288     | 0.0826                           | 0.5370                                 | 1.0212          | 0.0826                                | 0.5201                                      | 5.994071e-08  | 181   |
| 1.0295     | 0.0827                           | 0.5385                                 | 1.0253          | 0.0830                                | 0.5257                                      | 5.994006e-08  | 182   |
| 1.0286     | 0.0827                           | 0.5355                                 | 1.0244          | 0.0832                                | 0.5229                                      | 5.9939396e-08 | 183   |
| 1.0274     | 0.0827                           | 0.5366                                 | 1.0226          | 0.0830                                | 0.5282                                      | 5.9938735e-08 | 184   |
| 1.0293     | 0.0826                           | 0.5364                                 | 1.0276          | 0.0828                                | 0.5232                                      | 5.993807e-08  | 185   |
| 1.0285     | 0.0827                           | 0.5352                                 | 1.0308          | 0.0828                                | 0.5221                                      | 5.99374e-08   | 186   |
| 1.0284     | 0.0826                           | 0.5384                                 | 1.0290          | 0.0826                                | 0.5178                                      | 5.9936724e-08 | 187   |
| 1.0296     | 0.0827                           | 0.5374                                 | 1.0237          | 0.0827                                | 0.5229                                      | 5.993605e-08  | 188   |
| 1.0292     | 0.0827                           | 0.5378                                 | 1.0264          | 0.0827                                | 0.5243                                      | 5.993537e-08  | 189   |
| 1.0275     | 0.0827                           | 0.5395                                 | 1.0247          | 0.0830                                | 0.5268                                      | 5.9934685e-08 | 190   |
| 1.0280     | 0.0827                           | 0.5368                                 | 1.0224          | 0.0830                                | 0.5188                                      | 5.9933996e-08 | 191   |
| 1.0284     | 0.0828                           | 0.5365                                 | 1.0243          | 0.0828                                | 0.5248                                      | 5.9933306e-08 | 192   |
| 1.0293     | 0.0827                           | 0.5369                                 | 1.0225          | 0.0827                                | 0.5221                                      | 5.993261e-08  | 193   |
| 1.0279     | 0.0827                           | 0.5369                                 | 1.0256          | 0.0828                                | 0.5235                                      | 5.9931914e-08 | 194   |
| 1.0292     | 0.0827                           | 0.5387                                 | 1.0274          | 0.0831                                | 0.5242                                      | 5.993121e-08  | 195   |
| 1.0294     | 0.0827                           | 0.5369                                 | 1.0254          | 0.0832                                | 0.5217                                      | 5.993051e-08  | 196   |
| 1.0294     | 0.0827                           | 0.5367                                 | 1.0234          | 0.0833                                | 0.5287                                      | 5.9929796e-08 | 197   |
| 1.0286     | 0.0828                           | 0.5381                                 | 1.0250          | 0.0833                                | 0.5224                                      | 5.9929086e-08 | 198   |
| 1.0287     | 0.0826                           | 0.5366                                 | 1.0266          | 0.0827                                | 0.5280                                      | 5.992837e-08  | 199   |
| 1.0286     | 0.0827                           | 0.5391                                 | 1.0256          | 0.0828                                | 0.5163                                      | 5.992765e-08  | 200   |
| 1.0287     | 0.0827                           | 0.5376                                 | 1.0279          | 0.0832                                | 0.5238                                      | 5.9926926e-08 | 201   |
| 1.0276     | 0.0827                           | 0.5389                                 | 1.0281          | 0.0827                                | 0.5267                                      | 5.99262e-08   | 202   |
| 1.0294     | 0.0827                           | 0.5374                                 | 1.0229          | 0.0828                                | 0.5260                                      | 5.992547e-08  | 203   |
| 1.0277     | 0.0827                           | 0.5380                                 | 1.0259          | 0.0828                                | 0.5263                                      | 5.992474e-08  | 204   |
| 1.0281     | 0.0828                           | 0.5383                                 | 1.0217          | 0.0830                                | 0.5212                                      | 5.9924e-08    | 205   |
| 1.0288     | 0.0827                           | 0.5375                                 | 1.0287          | 0.0825                                | 0.5275                                      | 5.992326e-08  | 206   |
| 1.0286     | 0.0826                           | 0.5373                                 | 1.0236          | 0.0832                                | 0.5240                                      | 5.992251e-08  | 207   |
| 1.0281     | 0.0826                           | 0.5383                                 | 1.0218          | 0.0829                                | 0.5267                                      | 5.992177e-08  | 208   |
| 1.0280     | 0.0827                           | 0.5377                                 | 1.0240          | 0.0828                                | 0.5248                                      | 5.9921014e-08 | 209   |
| 1.0279     | 0.0828                           | 0.5386                                 | 1.0277          | 0.0832                                | 0.5199                                      | 5.992026e-08  | 210   |
| 1.0287     | 0.0827                           | 0.5391                                 | 1.0220          | 0.0831                                | 0.5257                                      | 5.99195e-08   | 211   |
| 1.0283     | 0.0827                           | 0.5384                                 | 1.0175          | 0.0833                                | 0.5253                                      | 5.991874e-08  | 212   |
| 1.0277     | 0.0827                           | 0.5398                                 | 1.0237          | 0.0824                                | 0.5242                                      | 5.991797e-08  | 213   |
| 1.0285     | 0.0828                           | 0.5385                                 | 1.0234          | 0.0826                                | 0.5227                                      | 5.9917205e-08 | 214   |
| 1.0267     | 0.0828                           | 0.5397                                 | 1.0280          | 0.0829                                | 0.5216                                      | 5.991643e-08  | 215   |
| 1.0274     | 0.0827                           | 0.5395                                 | 1.0212          | 0.0831                                | 0.5229                                      | 5.9915656e-08 | 216   |
| 1.0290     | 0.0828                           | 0.5381                                 | 1.0208          | 0.0828                                | 0.5279                                      | 5.9914875e-08 | 217   |
| 1.0278     | 0.0827                           | 0.5394                                 | 1.0252          | 0.0829                                | 0.5255                                      | 5.991409e-08  | 218   |
| 1.0286     | 0.0827                           | 0.5389                                 | 1.0288          | 0.0825                                | 0.5241                                      | 5.9913305e-08 | 219   |
| 1.0283     | 0.0827                           | 0.5369                                 | 1.0194          | 0.0830                                | 0.5203                                      | 5.9912516e-08 | 220   |
| 1.0284     | 0.0827                           | 0.5387                                 | 1.0295          | 0.0829                                | 0.5198                                      | 5.991172e-08  | 221   |
| 1.0286     | 0.0827                           | 0.5371                                 | 1.0234          | 0.0826                                | 0.5240                                      | 5.9910924e-08 | 222   |
| 1.0277     | 0.0828                           | 0.5401                                 | 1.0254          | 0.0830                                | 0.5247                                      | 5.991012e-08  | 223   |
| 1.0271     | 0.0828                           | 0.5397                                 | 1.0220          | 0.0831                                | 0.5276                                      | 5.990932e-08  | 224   |
| 1.0289     | 0.0827                           | 0.5382                                 | 1.0297          | 0.0826                                | 0.5212                                      | 5.990851e-08  | 225   |
| 1.0280     | 0.0826                           | 0.5390                                 | 1.0280          | 0.0827                                | 0.5263                                      | 5.99077e-08   | 226   |
| 1.0272     | 0.0827                           | 0.5392                                 | 1.0222          | 0.0829                                | 0.5266                                      | 5.990688e-08  | 227   |
| 1.0265     | 0.0828                           | 0.5387                                 | 1.0214          | 0.0828                                | 0.5255                                      | 5.9906064e-08 | 228   |
| 1.0265     | 0.0828                           | 0.5395                                 | 1.0243          | 0.0829                                | 0.5279                                      | 5.990524e-08  | 229   |
| 1.0270     | 0.0828                           | 0.5387                                 | 1.0227          | 0.0830                                | 0.5257                                      | 5.9904416e-08 | 230   |
| 1.0275     | 0.0828                           | 0.5387                                 | 1.0239          | 0.0831                                | 0.5245                                      | 5.9903584e-08 | 231   |
| 1.0275     | 0.0827                           | 0.5394                                 | 1.0220          | 0.0829                                | 0.5227                                      | 5.990275e-08  | 232   |
| 1.0262     | 0.0827                           | 0.5418                                 | 1.0256          | 0.0829                                | 0.5247                                      | 5.9901915e-08 | 233   |
| 1.0275     | 0.0827                           | 0.5388                                 | 1.0196          | 0.0832                                | 0.5276                                      | 5.9901076e-08 | 234   |
| 1.0278     | 0.0828                           | 0.5390                                 | 1.0284          | 0.0830                                | 0.5230                                      | 5.990023e-08  | 235   |
| 1.0282     | 0.0827                           | 0.5400                                 | 1.0255          | 0.0830                                | 0.5221                                      | 5.9899385e-08 | 236   |
| 1.0281     | 0.0828                           | 0.5389                                 | 1.0274          | 0.0827                                | 0.5284                                      | 5.989853e-08  | 237   |
| 1.0265     | 0.0826                           | 0.5393                                 | 1.0221          | 0.0826                                | 0.5229                                      | 5.989768e-08  | 238   |
| 1.0261     | 0.0827                           | 0.5419                                 | 1.0276          | 0.0826                                | 0.5293                                      | 5.989682e-08  | 239   |
| 1.0272     | 0.0828                           | 0.5398                                 | 1.0254          | 0.0828                                | 0.5221                                      | 5.989596e-08  | 240   |
| 1.0283     | 0.0827                           | 0.5386                                 | 1.0268          | 0.0828                                | 0.5270                                      | 5.989509e-08  | 241   |
| 1.0269     | 0.0828                           | 0.5403                                 | 1.0214          | 0.0833                                | 0.5249                                      | 5.989423e-08  | 242   |
| 1.0281     | 0.0828                           | 0.5396                                 | 1.0266          | 0.0826                                | 0.5247                                      | 5.989335e-08  | 243   |
| 1.0264     | 0.0827                           | 0.5394                                 | 1.0237          | 0.0830                                | 0.5263                                      | 5.989248e-08  | 244   |
| 1.0277     | 0.0827                           | 0.5403                                 | 1.0214          | 0.0827                                | 0.5285                                      | 5.98916e-08   | 245   |
| 1.0269     | 0.0826                           | 0.5403                                 | 1.0226          | 0.0825                                | 0.5285                                      | 5.9890716e-08 | 246   |
| 1.0278     | 0.0828                           | 0.5392                                 | 1.0280          | 0.0829                                | 0.5262                                      | 5.988983e-08  | 247   |
| 1.0275     | 0.0827                           | 0.5404                                 | 1.0254          | 0.0829                                | 0.5241                                      | 5.988894e-08  | 248   |
| 1.0262     | 0.0827                           | 0.5378                                 | 1.0211          | 0.0828                                | 0.5259                                      | 5.9888045e-08 | 249   |
| 1.0265     | 0.0827                           | 0.5410                                 | 1.0207          | 0.0827                                | 0.5244                                      | 5.988715e-08  | 250   |
| 1.0266     | 0.0826                           | 0.5396                                 | 1.0257          | 0.0829                                | 0.5232                                      | 5.988625e-08  | 251   |
| 1.0275     | 0.0827                           | 0.5393                                 | 1.0219          | 0.0827                                | 0.5292                                      | 5.9885345e-08 | 252   |
| 1.0260     | 0.0828                           | 0.5399                                 | 1.0282          | 0.0826                                | 0.5237                                      | 5.9884435e-08 | 253   |
| 1.0264     | 0.0827                           | 0.5395                                 | 1.0263          | 0.0830                                | 0.5217                                      | 5.9883526e-08 | 254   |
| 1.0264     | 0.0828                           | 0.5405                                 | 1.0237          | 0.0828                                | 0.5189                                      | 5.988261e-08  | 255   |
| 1.0273     | 0.0827                           | 0.5394                                 | 1.0245          | 0.0826                                | 0.5239                                      | 5.988169e-08  | 256   |
| 1.0277     | 0.0826                           | 0.5397                                 | 1.0278          | 0.0826                                | 0.5247                                      | 5.988077e-08  | 257   |
| 1.0276     | 0.0827                           | 0.5398                                 | 1.0299          | 0.0825                                | 0.5213                                      | 5.9879845e-08 | 258   |
| 1.0264     | 0.0828                           | 0.5404                                 | 1.0281          | 0.0827                                | 0.5245                                      | 5.9878914e-08 | 259   |
| 1.0255     | 0.0827                           | 0.5401                                 | 1.0257          | 0.0832                                | 0.5238                                      | 5.987798e-08  | 260   |
| 1.0275     | 0.0827                           | 0.5410                                 | 1.0220          | 0.0829                                | 0.5268                                      | 5.9877046e-08 | 261   |
| 1.0264     | 0.0828                           | 0.5403                                 | 1.0279          | 0.0828                                | 0.5222                                      | 5.987611e-08  | 262   |
| 1.0281     | 0.0826                           | 0.5405                                 | 1.0270          | 0.0827                                | 0.5249                                      | 5.987516e-08  | 263   |
| 1.0273     | 0.0826                           | 0.5389                                 | 1.0230          | 0.0829                                | 0.5290                                      | 5.987422e-08  | 264   |
| 1.0271     | 0.0826                           | 0.5389                                 | 1.0293          | 0.0829                                | 0.5275                                      | 5.9873265e-08 | 265   |
| 1.0271     | 0.0827                           | 0.5411                                 | 1.0238          | 0.0827                                | 0.5223                                      | 5.987231e-08  | 266   |
| 1.0265     | 0.0826                           | 0.5402                                 | 1.0233          | 0.0830                                | 0.5333                                      | 5.9871354e-08 | 267   |
| 1.0259     | 0.0827                           | 0.5422                                 | 1.0214          | 0.0831                                | 0.5215                                      | 5.9870395e-08 | 268   |
| 1.0266     | 0.0827                           | 0.5401                                 | 1.0265          | 0.0829                                | 0.5230                                      | 5.986943e-08  | 269   |
| 1.0261     | 0.0827                           | 0.5426                                 | 1.0226          | 0.0830                                | 0.5212                                      | 5.986846e-08  | 270   |
| 1.0267     | 0.0828                           | 0.5412                                 | 1.0220          | 0.0833                                | 0.5281                                      | 5.986749e-08  | 271   |
| 1.0262     | 0.0828                           | 0.5396                                 | 1.0254          | 0.0829                                | 0.5280                                      | 5.986651e-08  | 272   |
| 1.0269     | 0.0827                           | 0.5382                                 | 1.0260          | 0.0828                                | 0.5236                                      | 5.986553e-08  | 273   |
| 1.0262     | 0.0827                           | 0.5415                                 | 1.0233          | 0.0830                                | 0.5291                                      | 5.986454e-08  | 274   |
| 1.0261     | 0.0828                           | 0.5397                                 | 1.0251          | 0.0829                                | 0.5238                                      | 5.986355e-08  | 275   |
| 1.0262     | 0.0827                           | 0.5387                                 | 1.0258          | 0.0827                                | 0.5307                                      | 5.986256e-08  | 276   |
| 1.0268     | 0.0827                           | 0.5410                                 | 1.0271          | 0.0828                                | 0.5241                                      | 5.986156e-08  | 277   |
| 1.0273     | 0.0827                           | 0.5418                                 | 1.0198          | 0.0831                                | 0.5300                                      | 5.986056e-08  | 278   |
| 1.0248     | 0.0828                           | 0.5422                                 | 1.0300          | 0.0828                                | 0.5286                                      | 5.985956e-08  | 279   |
| 1.0269     | 0.0829                           | 0.5410                                 | 1.0232          | 0.0827                                | 0.5224                                      | 5.985855e-08  | 280   |
| 1.0267     | 0.0828                           | 0.5421                                 | 1.0206          | 0.0829                                | 0.5317                                      | 5.985754e-08  | 281   |
| 1.0263     | 0.0828                           | 0.5416                                 | 1.0253          | 0.0830                                | 0.5242                                      | 5.9856525e-08 | 282   |
| 1.0255     | 0.0827                           | 0.5413                                 | 1.0254          | 0.0830                                | 0.5194                                      | 5.985551e-08  | 283   |
| 1.0260     | 0.0828                           | 0.5410                                 | 1.0226          | 0.0828                                | 0.5248                                      | 5.9854486e-08 | 284   |
| 1.0246     | 0.0828                           | 0.5414                                 | 1.0196          | 0.0829                                | 0.5215                                      | 5.985346e-08  | 285   |
| 1.0264     | 0.0827                           | 0.5397                                 | 1.0230          | 0.0829                                | 0.5290                                      | 5.985243e-08  | 286   |
| 1.0264     | 0.0827                           | 0.5405                                 | 1.0210          | 0.0832                                | 0.5242                                      | 5.98514e-08   | 287   |
| 1.0270     | 0.0827                           | 0.5392                                 | 1.0206          | 0.0827                                | 0.5241                                      | 5.9850365e-08 | 288   |
| 1.0255     | 0.0828                           | 0.5423                                 | 1.0156          | 0.0829                                | 0.5317                                      | 5.984933e-08  | 289   |
| 1.0254     | 0.0828                           | 0.5400                                 | 1.0227          | 0.0832                                | 0.5325                                      | 5.984828e-08  | 290   |
| 1.0273     | 0.0828                           | 0.5421                                 | 1.0278          | 0.0829                                | 0.5294                                      | 5.984724e-08  | 291   |
| 1.0257     | 0.0829                           | 0.5395                                 | 1.0247          | 0.0828                                | 0.5261                                      | 5.984619e-08  | 292   |
| 1.0251     | 0.0828                           | 0.5409                                 | 1.0255          | 0.0827                                | 0.5279                                      | 5.9845135e-08 | 293   |
| 1.0245     | 0.0828                           | 0.5421                                 | 1.0245          | 0.0828                                | 0.5256                                      | 5.9844076e-08 | 294   |
| 1.0249     | 0.0827                           | 0.5418                                 | 1.0228          | 0.0830                                | 0.5265                                      | 5.984302e-08  | 295   |
| 1.0254     | 0.0827                           | 0.5418                                 | 1.0202          | 0.0832                                | 0.5305                                      | 5.984195e-08  | 296   |
| 1.0272     | 0.0827                           | 0.5406                                 | 1.0229          | 0.0833                                | 0.5257                                      | 5.9840886e-08 | 297   |
| 1.0265     | 0.0828                           | 0.5403                                 | 1.0282          | 0.0828                                | 0.5237                                      | 5.983981e-08  | 298   |
| 1.0250     | 0.0828                           | 0.5410                                 | 1.0226          | 0.0836                                | 0.5294                                      | 5.983874e-08  | 299   |
| 1.0259     | 0.0828                           | 0.5422                                 | 1.0228          | 0.0830                                | 0.5292                                      | 5.983766e-08  | 300   |
| 1.0255     | 0.0827                           | 0.5428                                 | 1.0176          | 0.0828                                | 0.5243                                      | 5.983658e-08  | 301   |
| 1.0245     | 0.0828                           | 0.5418                                 | 1.0211          | 0.0833                                | 0.5299                                      | 5.983549e-08  | 302   |
| 1.0255     | 0.0827                           | 0.5423                                 | 1.0269          | 0.0831                                | 0.5280                                      | 5.9834406e-08 | 303   |
| 1.0247     | 0.0828                           | 0.5423                                 | 1.0207          | 0.0831                                | 0.5297                                      | 5.983331e-08  | 304   |
| 1.0255     | 0.0827                           | 0.5454                                 | 1.0264          | 0.0829                                | 0.5261                                      | 5.983222e-08  | 305   |
| 1.0270     | 0.0827                           | 0.5427                                 | 1.0198          | 0.0830                                | 0.5274                                      | 5.9831116e-08 | 306   |
| 1.0254     | 0.0829                           | 0.5416                                 | 1.0218          | 0.0827                                | 0.5344                                      | 5.9830015e-08 | 307   |
| 1.0243     | 0.0829                           | 0.5409                                 | 1.0239          | 0.0831                                | 0.5260                                      | 5.9828906e-08 | 308   |
| 1.0262     | 0.0827                           | 0.5421                                 | 1.0229          | 0.0827                                | 0.5238                                      | 5.98278e-08   | 309   |
| 1.0256     | 0.0827                           | 0.5411                                 | 1.0251          | 0.0829                                | 0.5289                                      | 5.982668e-08  | 310   |
| 1.0256     | 0.0827                           | 0.5428                                 | 1.0271          | 0.0826                                | 0.5293                                      | 5.982557e-08  | 311   |
| 1.0253     | 0.0826                           | 0.5424                                 | 1.0237          | 0.0827                                | 0.5266                                      | 5.9824444e-08 | 312   |
| 1.0255     | 0.0828                           | 0.5422                                 | 1.0221          | 0.0827                                | 0.5335                                      | 5.982332e-08  | 313   |
| 1.0250     | 0.0828                           | 0.5423                                 | 1.0204          | 0.0829                                | 0.5291                                      | 5.982219e-08  | 314   |
| 1.0247     | 0.0827                           | 0.5431                                 | 1.0219          | 0.0831                                | 0.5262                                      | 5.982106e-08  | 315   |
| 1.0269     | 0.0827                           | 0.5422                                 | 1.0230          | 0.0826                                | 0.5234                                      | 5.9819925e-08 | 316   |
| 1.0243     | 0.0828                           | 0.5421                                 | 1.0259          | 0.0829                                | 0.5272                                      | 5.981879e-08  | 317   |
| 1.0255     | 0.0828                           | 0.5434                                 | 1.0225          | 0.0834                                | 0.5249                                      | 5.9817644e-08 | 318   |
| 1.0255     | 0.0828                           | 0.5420                                 | 1.0183          | 0.0826                                | 0.5307                                      | 5.98165e-08   | 319   |
| 1.0251     | 0.0827                           | 0.5426                                 | 1.0222          | 0.0831                                | 0.5298                                      | 5.981535e-08  | 320   |
| 1.0244     | 0.0828                           | 0.5428                                 | 1.0214          | 0.0830                                | 0.5242                                      | 5.98142e-08   | 321   |
| 1.0260     | 0.0827                           | 0.5431                                 | 1.0206          | 0.0828                                | 0.5316                                      | 5.981304e-08  | 322   |
| 1.0252     | 0.0828                           | 0.5435                                 | 1.0223          | 0.0834                                | 0.5247                                      | 5.981188e-08  | 323   |
| 1.0250     | 0.0828                           | 0.5421                                 | 1.0245          | 0.0829                                | 0.5241                                      | 5.9810716e-08 | 324   |
| 1.0253     | 0.0828                           | 0.5422                                 | 1.0211          | 0.0829                                | 0.5313                                      | 5.980955e-08  | 325   |
| 1.0234     | 0.0828                           | 0.5416                                 | 1.0231          | 0.0830                                | 0.5273                                      | 5.980838e-08  | 326   |
| 1.0248     | 0.0827                           | 0.5437                                 | 1.0203          | 0.0828                                | 0.5239                                      | 5.9807206e-08 | 327   |
| 1.0248     | 0.0827                           | 0.5427                                 | 1.0161          | 0.0831                                | 0.5315                                      | 5.980603e-08  | 328   |
| 1.0238     | 0.0827                           | 0.5441                                 | 1.0265          | 0.0829                                | 0.5348                                      | 5.980485e-08  | 329   |
| 1.0250     | 0.0828                           | 0.5430                                 | 1.0224          | 0.0830                                | 0.5302                                      | 5.980366e-08  | 330   |
| 1.0251     | 0.0827                           | 0.5438                                 | 1.0226          | 0.0830                                | 0.5251                                      | 5.9802474e-08 | 331   |
| 1.0242     | 0.0829                           | 0.5429                                 | 1.0239          | 0.0829                                | 0.5302                                      | 5.980128e-08  | 332   |
| 1.0235     | 0.0828                           | 0.5426                                 | 1.0218          | 0.0828                                | 0.5295                                      | 5.980009e-08  | 333   |
| 1.0242     | 0.0828                           | 0.5440                                 | 1.0222          | 0.0827                                | 0.5293                                      | 5.9798886e-08 | 334   |
| 1.0253     | 0.0828                           | 0.5427                                 | 1.0238          | 0.0829                                | 0.5243                                      | 5.9797685e-08 | 335   |
| 1.0239     | 0.0827                           | 0.5442                                 | 1.0185          | 0.0829                                | 0.5284                                      | 5.979648e-08  | 336   |
| 1.0250     | 0.0827                           | 0.5415                                 | 1.0303          | 0.0827                                | 0.5248                                      | 5.979527e-08  | 337   |
| 1.0266     | 0.0827                           | 0.5435                                 | 1.0234          | 0.0831                                | 0.5265                                      | 5.9794054e-08 | 338   |
| 1.0244     | 0.0828                           | 0.5436                                 | 1.0216          | 0.0833                                | 0.5266                                      | 5.979284e-08  | 339   |
| 1.0252     | 0.0827                           | 0.5435                                 | 1.0239          | 0.0829                                | 0.5243                                      | 5.979162e-08  | 340   |
| 1.0240     | 0.0827                           | 0.5428                                 | 1.0246          | 0.0830                                | 0.5262                                      | 5.9790395e-08 | 341   |
| 1.0249     | 0.0828                           | 0.5431                                 | 1.0254          | 0.0829                                | 0.5275                                      | 5.9789166e-08 | 342   |
| 1.0248     | 0.0829                           | 0.5433                                 | 1.0267          | 0.0829                                | 0.5294                                      | 5.9787936e-08 | 343   |
| 1.0253     | 0.0827                           | 0.5428                                 | 1.0206          | 0.0826                                | 0.5288                                      | 5.97867e-08   | 344   |
| 1.0246     | 0.0828                           | 0.5452                                 | 1.0184          | 0.0830                                | 0.5293                                      | 5.9785464e-08 | 345   |
| 1.0258     | 0.0827                           | 0.5442                                 | 1.0249          | 0.0829                                | 0.5273                                      | 5.978422e-08  | 346   |
| 1.0236     | 0.0827                           | 0.5435                                 | 1.0267          | 0.0827                                | 0.5270                                      | 5.978298e-08  | 347   |
| 1.0241     | 0.0828                           | 0.5443                                 | 1.0204          | 0.0828                                | 0.5301                                      | 5.9781726e-08 | 348   |
| 1.0241     | 0.0828                           | 0.5444                                 | 1.0213          | 0.0829                                | 0.5294                                      | 5.9780476e-08 | 349   |
| 1.0241     | 0.0827                           | 0.5468                                 | 1.0219          | 0.0833                                | 0.5287                                      | 5.977922e-08  | 350   |
| 1.0227     | 0.0828                           | 0.5431                                 | 1.0278          | 0.0829                                | 0.5253                                      | 5.977796e-08  | 351   |
| 1.0237     | 0.0827                           | 0.5456                                 | 1.0208          | 0.0827                                | 0.5335                                      | 5.9776696e-08 | 352   |
| 1.0243     | 0.0827                           | 0.5440                                 | 1.0262          | 0.0830                                | 0.5262                                      | 5.977543e-08  | 353   |
| 1.0243     | 0.0828                           | 0.5437                                 | 1.0205          | 0.0830                                | 0.5341                                      | 5.977416e-08  | 354   |
| 1.0241     | 0.0828                           | 0.5441                                 | 1.0186          | 0.0828                                | 0.5302                                      | 5.977289e-08  | 355   |
| 1.0239     | 0.0828                           | 0.5438                                 | 1.0228          | 0.0827                                | 0.5303                                      | 5.977161e-08  | 356   |
| 1.0250     | 0.0827                           | 0.5438                                 | 1.0230          | 0.0830                                | 0.5257                                      | 5.977033e-08  | 357   |
| 1.0233     | 0.0828                           | 0.5466                                 | 1.0188          | 0.0828                                | 0.5278                                      | 5.976904e-08  | 358   |
| 1.0244     | 0.0829                           | 0.5436                                 | 1.0242          | 0.0827                                | 0.5275                                      | 5.976776e-08  | 359   |
| 1.0240     | 0.0829                           | 0.5429                                 | 1.0201          | 0.0829                                | 0.5313                                      | 5.9766464e-08 | 360   |
| 1.0245     | 0.0828                           | 0.5448                                 | 1.0234          | 0.0829                                | 0.5302                                      | 5.976517e-08  | 361   |
| 1.0243     | 0.0828                           | 0.5434                                 | 1.0217          | 0.0831                                | 0.5306                                      | 5.976387e-08  | 362   |
| 1.0241     | 0.0828                           | 0.5452                                 | 1.0229          | 0.0829                                | 0.5266                                      | 5.976257e-08  | 363   |
| 1.0236     | 0.0827                           | 0.5451                                 | 1.0237          | 0.0830                                | 0.5250                                      | 5.976126e-08  | 364   |
| 1.0234     | 0.0828                           | 0.5463                                 | 1.0201          | 0.0830                                | 0.5282                                      | 5.9759955e-08 | 365   |
| 1.0235     | 0.0828                           | 0.5443                                 | 1.0243          | 0.0825                                | 0.5291                                      | 5.975864e-08  | 366   |
| 1.0246     | 0.0827                           | 0.5451                                 | 1.0221          | 0.0831                                | 0.5298                                      | 5.9757326e-08 | 367   |
| 1.0235     | 0.0827                           | 0.5442                                 | 1.0215          | 0.0830                                | 0.5303                                      | 5.9756005e-08 | 368   |
| 1.0235     | 0.0827                           | 0.5471                                 | 1.0230          | 0.0833                                | 0.5279                                      | 5.975468e-08  | 369   |
| 1.0238     | 0.0828                           | 0.5429                                 | 1.0234          | 0.0831                                | 0.5259                                      | 5.9753354e-08 | 370   |
| 1.0240     | 0.0828                           | 0.5448                                 | 1.0216          | 0.0832                                | 0.5319                                      | 5.9752026e-08 | 371   |
| 1.0252     | 0.0828                           | 0.5441                                 | 1.0220          | 0.0832                                | 0.5308                                      | 5.975069e-08  | 372   |
| 1.0238     | 0.0828                           | 0.5441                                 | 1.0214          | 0.0833                                | 0.5269                                      | 5.9749354e-08 | 373   |
| 1.0243     | 0.0828                           | 0.5440                                 | 1.0238          | 0.0826                                | 0.5291                                      | 5.974801e-08  | 374   |
| 1.0241     | 0.0828                           | 0.5450                                 | 1.0210          | 0.0826                                | 0.5229                                      | 5.974667e-08  | 375   |
| 1.0238     | 0.0827                           | 0.5457                                 | 1.0234          | 0.0827                                | 0.5272                                      | 5.974532e-08  | 376   |
| 1.0225     | 0.0827                           | 0.5450                                 | 1.0218          | 0.0830                                | 0.5290                                      | 5.974397e-08  | 377   |
| 1.0244     | 0.0828                           | 0.5453                                 | 1.0226          | 0.0822                                | 0.5289                                      | 5.974261e-08  | 378   |
| 1.0245     | 0.0826                           | 0.5447                                 | 1.0219          | 0.0834                                | 0.5318                                      | 5.9741254e-08 | 379   |
| 1.0229     | 0.0827                           | 0.5465                                 | 1.0231          | 0.0830                                | 0.5293                                      | 5.973989e-08  | 380   |
| 1.0242     | 0.0827                           | 0.5449                                 | 1.0238          | 0.0829                                | 0.5320                                      | 5.9738525e-08 | 381   |
| 1.0236     | 0.0828                           | 0.5459                                 | 1.0235          | 0.0829                                | 0.5331                                      | 5.9737154e-08 | 382   |
| 1.0237     | 0.0828                           | 0.5462                                 | 1.0235          | 0.0828                                | 0.5267                                      | 5.973578e-08  | 383   |
| 1.0222     | 0.0828                           | 0.5462                                 | 1.0266          | 0.0829                                | 0.5360                                      | 5.9734404e-08 | 384   |
| 1.0240     | 0.0827                           | 0.5457                                 | 1.0255          | 0.0832                                | 0.5317                                      | 5.9733026e-08 | 385   |
| 1.0230     | 0.0827                           | 0.5467                                 | 1.0223          | 0.0831                                | 0.5264                                      | 5.973164e-08  | 386   |
| 1.0225     | 0.0828                           | 0.5454                                 | 1.0244          | 0.0832                                | 0.5270                                      | 5.9730255e-08 | 387   |
| 1.0237     | 0.0826                           | 0.5441                                 | 1.0215          | 0.0832                                | 0.5329                                      | 5.972886e-08  | 388   |
| 1.0225     | 0.0828                           | 0.5463                                 | 1.0246          | 0.0829                                | 0.5292                                      | 5.972747e-08  | 389   |
| 1.0234     | 0.0827                           | 0.5444                                 | 1.0236          | 0.0830                                | 0.5292                                      | 5.972607e-08  | 390   |
| 1.0230     | 0.0827                           | 0.5464                                 | 1.0252          | 0.0827                                | 0.5314                                      | 5.972467e-08  | 391   |
| 1.0231     | 0.0828                           | 0.5466                                 | 1.0202          | 0.0830                                | 0.5342                                      | 5.972326e-08  | 392   |
| 1.0231     | 0.0827                           | 0.5457                                 | 1.0210          | 0.0828                                | 0.5288                                      | 5.9721856e-08 | 393   |
| 1.0229     | 0.0827                           | 0.5464                                 | 1.0255          | 0.0830                                | 0.5329                                      | 5.972044e-08  | 394   |
| 1.0230     | 0.0828                           | 0.5464                                 | 1.0187          | 0.0831                                | 0.5319                                      | 5.971903e-08  | 395   |
| 1.0230     | 0.0829                           | 0.5452                                 | 1.0192          | 0.0831                                | 0.5291                                      | 5.971761e-08  | 396   |
| 1.0230     | 0.0829                           | 0.5458                                 | 1.0208          | 0.0834                                | 0.5323                                      | 5.9716186e-08 | 397   |
| 1.0239     | 0.0827                           | 0.5458                                 | 1.0221          | 0.0830                                | 0.5278                                      | 5.971476e-08  | 398   |
| 1.0235     | 0.0827                           | 0.5444                                 | 1.0212          | 0.0829                                | 0.5343                                      | 5.971333e-08  | 399   |
| 1.0234     | 0.0828                           | 0.5467                                 | 1.0277          | 0.0826                                | 0.5322                                      | 5.9711894e-08 | 400   |
| 1.0235     | 0.0827                           | 0.5470                                 | 1.0274          | 0.0826                                | 0.5332                                      | 5.971046e-08  | 401   |
| 1.0244     | 0.0827                           | 0.5450                                 | 1.0223          | 0.0828                                | 0.5297                                      | 5.9709016e-08 | 402   |
| 1.0242     | 0.0826                           | 0.5443                                 | 1.0200          | 0.0829                                | 0.5280                                      | 5.9707574e-08 | 403   |
| 1.0239     | 0.0828                           | 0.5460                                 | 1.0254          | 0.0830                                | 0.5263                                      | 5.9706124e-08 | 404   |
| 1.0232     | 0.0827                           | 0.5457                                 | 1.0239          | 0.0831                                | 0.5298                                      | 5.9704675e-08 | 405   |
| 1.0221     | 0.0828                           | 0.5458                                 | 1.0236          | 0.0824                                | 0.5279                                      | 5.970322e-08  | 406   |
| 1.0234     | 0.0827                           | 0.5468                                 | 1.0220          | 0.0829                                | 0.5287                                      | 5.970176e-08  | 407   |
| 1.0223     | 0.0828                           | 0.5455                                 | 1.0237          | 0.0830                                | 0.5278                                      | 5.97003e-08   | 408   |
| 1.0238     | 0.0828                           | 0.5454                                 | 1.0230          | 0.0829                                | 0.5289                                      | 5.9698834e-08 | 409   |
| 1.0226     | 0.0829                           | 0.5468                                 | 1.0244          | 0.0831                                | 0.5297                                      | 5.969736e-08  | 410   |
| 1.0232     | 0.0828                           | 0.5468                                 | 1.0229          | 0.0829                                | 0.5285                                      | 5.969589e-08  | 411   |
| 1.0226     | 0.0828                           | 0.5471                                 | 1.0193          | 0.0831                                | 0.5338                                      | 5.9694415e-08 | 412   |
| 1.0214     | 0.0828                           | 0.5462                                 | 1.0172          | 0.0830                                | 0.5314                                      | 5.969294e-08  | 413   |
| 1.0238     | 0.0828                           | 0.5472                                 | 1.0190          | 0.0827                                | 0.5311                                      | 5.969145e-08  | 414   |
| 1.0234     | 0.0827                           | 0.5488                                 | 1.0190          | 0.0830                                | 0.5319                                      | 5.968997e-08  | 415   |
| 1.0223     | 0.0828                           | 0.5482                                 | 1.0211          | 0.0831                                | 0.5265                                      | 5.9688475e-08 | 416   |
| 1.0243     | 0.0828                           | 0.5447                                 | 1.0203          | 0.0826                                | 0.5315                                      | 5.968698e-08  | 417   |
| 1.0232     | 0.0827                           | 0.5468                                 | 1.0185          | 0.0828                                | 0.5266                                      | 5.968548e-08  | 418   |
| 1.0246     | 0.0827                           | 0.5476                                 | 1.0208          | 0.0828                                | 0.5303                                      | 5.9683984e-08 | 419   |
| 1.0233     | 0.0828                           | 0.5458                                 | 1.0232          | 0.0831                                | 0.5247                                      | 5.968248e-08  | 420   |
| 1.0234     | 0.0828                           | 0.5469                                 | 1.0187          | 0.0827                                | 0.5241                                      | 5.968097e-08  | 421   |
| 1.0221     | 0.0828                           | 0.5481                                 | 1.0199          | 0.0828                                | 0.5274                                      | 5.967946e-08  | 422   |
| 1.0224     | 0.0827                           | 0.5465                                 | 1.0247          | 0.0828                                | 0.5241                                      | 5.9677944e-08 | 423   |
| 1.0224     | 0.0828                           | 0.5470                                 | 1.0205          | 0.0829                                | 0.5272                                      | 5.9676424e-08 | 424   |
| 1.0221     | 0.0827                           | 0.5471                                 | 1.0271          | 0.0826                                | 0.5301                                      | 5.96749e-08   | 425   |
| 1.0224     | 0.0828                           | 0.5478                                 | 1.0185          | 0.0828                                | 0.5298                                      | 5.9673376e-08 | 426   |
| 1.0218     | 0.0827                           | 0.5470                                 | 1.0257          | 0.0827                                | 0.5317                                      | 5.967185e-08  | 427   |
| 1.0226     | 0.0826                           | 0.5472                                 | 1.0249          | 0.0827                                | 0.5232                                      | 5.967031e-08  | 428   |
| 1.0229     | 0.0828                           | 0.5465                                 | 1.0181          | 0.0835                                | 0.5280                                      | 5.966878e-08  | 429   |
| 1.0218     | 0.0827                           | 0.5459                                 | 1.0170          | 0.0824                                | 0.5277                                      | 5.966724e-08  | 430   |
| 1.0212     | 0.0827                           | 0.5465                                 | 1.0226          | 0.0826                                | 0.5324                                      | 5.9665695e-08 | 431   |
| 1.0217     | 0.0828                           | 0.5472                                 | 1.0210          | 0.0828                                | 0.5297                                      | 5.9664146e-08 | 432   |
| 1.0215     | 0.0829                           | 0.5469                                 | 1.0183          | 0.0828                                | 0.5314                                      | 5.96626e-08   | 433   |
| 1.0226     | 0.0827                           | 0.5482                                 | 1.0256          | 0.0832                                | 0.5267                                      | 5.966104e-08  | 434   |
| 1.0217     | 0.0827                           | 0.5489                                 | 1.0212          | 0.0828                                | 0.5323                                      | 5.9659484e-08 | 435   |
| 1.0224     | 0.0829                           | 0.5481                                 | 1.0183          | 0.0830                                | 0.5326                                      | 5.965792e-08  | 436   |
| 1.0223     | 0.0827                           | 0.5462                                 | 1.0171          | 0.0832                                | 0.5279                                      | 5.965636e-08  | 437   |
| 1.0224     | 0.0829                           | 0.5478                                 | 1.0183          | 0.0831                                | 0.5305                                      | 5.965479e-08  | 438   |
| 1.0220     | 0.0828                           | 0.5467                                 | 1.0230          | 0.0830                                | 0.5281                                      | 5.965322e-08  | 439   |
| 1.0237     | 0.0827                           | 0.5469                                 | 1.0254          | 0.0830                                | 0.5320                                      | 5.965164e-08  | 440   |
| 1.0223     | 0.0827                           | 0.5472                                 | 1.0272          | 0.0825                                | 0.5300                                      | 5.965006e-08  | 441   |
| 1.0218     | 0.0828                           | 0.5484                                 | 1.0237          | 0.0825                                | 0.5313                                      | 5.964848e-08  | 442   |
| 1.0225     | 0.0828                           | 0.5460                                 | 1.0160          | 0.0831                                | 0.5350                                      | 5.9646894e-08 | 443   |
| 1.0213     | 0.0828                           | 0.5469                                 | 1.0189          | 0.0827                                | 0.5336                                      | 5.96453e-08   | 444   |
| 1.0215     | 0.0827                           | 0.5482                                 | 1.0152          | 0.0830                                | 0.5319                                      | 5.964371e-08  | 445   |
| 1.0224     | 0.0828                           | 0.5477                                 | 1.0164          | 0.0832                                | 0.5304                                      | 5.964211e-08  | 446   |
| 1.0231     | 0.0827                           | 0.5467                                 | 1.0234          | 0.0830                                | 0.5327                                      | 5.964051e-08  | 447   |
| 1.0216     | 0.0828                           | 0.5488                                 | 1.0221          | 0.0829                                | 0.5348                                      | 5.963891e-08  | 448   |
| 1.0223     | 0.0828                           | 0.5479                                 | 1.0256          | 0.0828                                | 0.5328                                      | 5.96373e-08   | 449   |
| 1.0225     | 0.0828                           | 0.5483                                 | 1.0184          | 0.0829                                | 0.5277                                      | 5.963569e-08  | 450   |
| 1.0217     | 0.0828                           | 0.5487                                 | 1.0228          | 0.0829                                | 0.5305                                      | 5.9634075e-08 | 451   |
| 1.0230     | 0.0827                           | 0.5478                                 | 1.0245          | 0.0828                                | 0.5319                                      | 5.9632455e-08 | 452   |
| 1.0211     | 0.0828                           | 0.5478                                 | 1.0213          | 0.0832                                | 0.5244                                      | 5.9630835e-08 | 453   |
| 1.0212     | 0.0827                           | 0.5505                                 | 1.0249          | 0.0824                                | 0.5287                                      | 5.962921e-08  | 454   |
| 1.0213     | 0.0827                           | 0.5481                                 | 1.0196          | 0.0828                                | 0.5353                                      | 5.962758e-08  | 455   |
| 1.0219     | 0.0828                           | 0.5474                                 | 1.0219          | 0.0835                                | 0.5354                                      | 5.962595e-08  | 456   |
| 1.0227     | 0.0827                           | 0.5478                                 | 1.0225          | 0.0829                                | 0.5301                                      | 5.962431e-08  | 457   |
| 1.0223     | 0.0827                           | 0.5461                                 | 1.0201          | 0.0830                                | 0.5311                                      | 5.962267e-08  | 458   |
| 1.0204     | 0.0828                           | 0.5488                                 | 1.0262          | 0.0833                                | 0.5303                                      | 5.962103e-08  | 459   |
| 1.0219     | 0.0827                           | 0.5479                                 | 1.0228          | 0.0828                                | 0.5307                                      | 5.961938e-08  | 460   |
| 1.0208     | 0.0828                           | 0.5480                                 | 1.0237          | 0.0828                                | 0.5252                                      | 5.961773e-08  | 461   |
| 1.0220     | 0.0827                           | 0.5471                                 | 1.0235          | 0.0830                                | 0.5289                                      | 5.961608e-08  | 462   |
| 1.0226     | 0.0827                           | 0.5488                                 | 1.0177          | 0.0835                                | 0.5312                                      | 5.961442e-08  | 463   |
| 1.0218     | 0.0828                           | 0.5490                                 | 1.0229          | 0.0828                                | 0.5348                                      | 5.961276e-08  | 464   |
| 1.0207     | 0.0827                           | 0.5505                                 | 1.0244          | 0.0826                                | 0.5318                                      | 5.96111e-08   | 465   |
| 1.0216     | 0.0828                           | 0.5473                                 | 1.0184          | 0.0829                                | 0.5222                                      | 5.960943e-08  | 466   |
| 1.0212     | 0.0827                           | 0.5491                                 | 1.0215          | 0.0833                                | 0.5307                                      | 5.960776e-08  | 467   |
| 1.0214     | 0.0828                           | 0.5485                                 | 1.0216          | 0.0831                                | 0.5269                                      | 5.960608e-08  | 468   |
| 1.0223     | 0.0827                           | 0.5478                                 | 1.0183          | 0.0833                                | 0.5286                                      | 5.9604403e-08 | 469   |
| 1.0209     | 0.0828                           | 0.5516                                 | 1.0195          | 0.0828                                | 0.5282                                      | 5.9602723e-08 | 470   |
| 1.0221     | 0.0828                           | 0.5492                                 | 1.0267          | 0.0830                                | 0.5306                                      | 5.960104e-08  | 471   |
| 1.0205     | 0.0827                           | 0.5502                                 | 1.0248          | 0.0831                                | 0.5273                                      | 5.959935e-08  | 472   |
| 1.0224     | 0.0828                           | 0.5478                                 | 1.0263          | 0.0830                                | 0.5257                                      | 5.959766e-08  | 473   |
| 1.0215     | 0.0828                           | 0.5491                                 | 1.0203          | 0.0830                                | 0.5260                                      | 5.9595965e-08 | 474   |
| 1.0211     | 0.0828                           | 0.5478                                 | 1.0256          | 0.0829                                | 0.5341                                      | 5.9594267e-08 | 475   |
| 1.0213     | 0.0828                           | 0.5495                                 | 1.0177          | 0.0828                                | 0.5324                                      | 5.9592566e-08 | 476   |
| 1.0203     | 0.0827                           | 0.5491                                 | 1.0227          | 0.0830                                | 0.5302                                      | 5.959086e-08  | 477   |
| 1.0211     | 0.0828                           | 0.5486                                 | 1.0253          | 0.0829                                | 0.5243                                      | 5.958915e-08  | 478   |
| 1.0218     | 0.0828                           | 0.5475                                 | 1.0248          | 0.0829                                | 0.5324                                      | 5.958744e-08  | 479   |
| 1.0212     | 0.0829                           | 0.5504                                 | 1.0239          | 0.0829                                | 0.5330                                      | 5.9585723e-08 | 480   |
| 1.0214     | 0.0828                           | 0.5504                                 | 1.0241          | 0.0830                                | 0.5294                                      | 5.9584004e-08 | 481   |
| 1.0219     | 0.0827                           | 0.5502                                 | 1.0219          | 0.0832                                | 0.5339                                      | 5.958228e-08  | 482   |
| 1.0194     | 0.0828                           | 0.5487                                 | 1.0194          | 0.0829                                | 0.5353                                      | 5.9580554e-08 | 483   |
| 1.0208     | 0.0828                           | 0.5489                                 | 1.0125          | 0.0831                                | 0.5320                                      | 5.9578824e-08 | 484   |
| 1.0210     | 0.0827                           | 0.5494                                 | 1.0250          | 0.0829                                | 0.5250                                      | 5.957709e-08  | 485   |
| 1.0218     | 0.0828                           | 0.5504                                 | 1.0206          | 0.0830                                | 0.5320                                      | 5.9575353e-08 | 486   |
| 1.0207     | 0.0828                           | 0.5501                                 | 1.0252          | 0.0828                                | 0.5299                                      | 5.9573612e-08 | 487   |
| 1.0202     | 0.0828                           | 0.5497                                 | 1.0189          | 0.0831                                | 0.5320                                      | 5.9571867e-08 | 488   |
| 1.0209     | 0.0827                           | 0.5492                                 | 1.0174          | 0.0828                                | 0.5374                                      | 5.957012e-08  | 489   |
| 1.0207     | 0.0829                           | 0.5494                                 | 1.0193          | 0.0831                                | 0.5330                                      | 5.9568368e-08 | 490   |
| 1.0213     | 0.0828                           | 0.5495                                 | 1.0201          | 0.0832                                | 0.5282                                      | 5.9566613e-08 | 491   |
| 1.0203     | 0.0828                           | 0.5493                                 | 1.0249          | 0.0830                                | 0.5269                                      | 5.9564854e-08 | 492   |
| 1.0208     | 0.0828                           | 0.5502                                 | 1.0215          | 0.0829                                | 0.5322                                      | 5.9563092e-08 | 493   |
| 1.0195     | 0.0829                           | 0.5503                                 | 1.0221          | 0.0833                                | 0.5331                                      | 5.9561327e-08 | 494   |
| 1.0202     | 0.0828                           | 0.5503                                 | 1.0191          | 0.0834                                | 0.5313                                      | 5.9559557e-08 | 495   |
| 1.0215     | 0.0829                           | 0.5490                                 | 1.0200          | 0.0828                                | 0.5326                                      | 5.9557784e-08 | 496   |
| 1.0203     | 0.0828                           | 0.5511                                 | 1.0223          | 0.0830                                | 0.5341                                      | 5.9556008e-08 | 497   |
| 1.0204     | 0.0828                           | 0.5484                                 | 1.0221          | 0.0828                                | 0.5333                                      | 5.9554228e-08 | 498   |
| 1.0202     | 0.0828                           | 0.5495                                 | 1.0229          | 0.0829                                | 0.5330                                      | 5.9552445e-08 | 499   |
| 1.0225     | 0.0828                           | 0.5496                                 | 1.0188          | 0.0829                                | 0.5344                                      | 5.9550658e-08 | 500   |
| 1.0209     | 0.0827                           | 0.5516                                 | 1.0169          | 0.0833                                | 0.5313                                      | 5.9548867e-08 | 501   |
| 1.0208     | 0.0828                           | 0.5517                                 | 1.0190          | 0.0828                                | 0.5322                                      | 5.9547073e-08 | 502   |
| 1.0201     | 0.0828                           | 0.5498                                 | 1.0213          | 0.0830                                | 0.5294                                      | 5.9545275e-08 | 503   |
| 1.0199     | 0.0828                           | 0.5495                                 | 1.0164          | 0.0831                                | 0.5293                                      | 5.9543474e-08 | 504   |
| 1.0197     | 0.0828                           | 0.5503                                 | 1.0174          | 0.0828                                | 0.5256                                      | 5.954167e-08  | 505   |
| 1.0201     | 0.0828                           | 0.5497                                 | 1.0161          | 0.0829                                | 0.5324                                      | 5.953986e-08  | 506   |
| 1.0198     | 0.0828                           | 0.5520                                 | 1.0234          | 0.0831                                | 0.5247                                      | 5.953805e-08  | 507   |
| 1.0202     | 0.0828                           | 0.5505                                 | 1.0186          | 0.0828                                | 0.5289                                      | 5.9536234e-08 | 508   |
| 1.0204     | 0.0828                           | 0.5506                                 | 1.0186          | 0.0833                                | 0.5298                                      | 5.9534415e-08 | 509   |
| 1.0202     | 0.0828                           | 0.5505                                 | 1.0205          | 0.0833                                | 0.5270                                      | 5.9532592e-08 | 510   |
| 1.0200     | 0.0827                           | 0.5532                                 | 1.0173          | 0.0831                                | 0.5349                                      | 5.9530766e-08 | 511   |
| 1.0210     | 0.0827                           | 0.5510                                 | 1.0255          | 0.0828                                | 0.5331                                      | 5.9528936e-08 | 512   |
| 1.0207     | 0.0828                           | 0.5499                                 | 1.0179          | 0.0831                                | 0.5341                                      | 5.9527103e-08 | 513   |
| 1.0198     | 0.0828                           | 0.5499                                 | 1.0232          | 0.0829                                | 0.5385                                      | 5.9525266e-08 | 514   |
| 1.0207     | 0.0828                           | 0.5504                                 | 1.0285          | 0.0825                                | 0.5323                                      | 5.9523426e-08 | 515   |
| 1.0194     | 0.0828                           | 0.5512                                 | 1.0248          | 0.0826                                | 0.5305                                      | 5.9521582e-08 | 516   |
| 1.0201     | 0.0827                           | 0.5517                                 | 1.0253          | 0.0830                                | 0.5352                                      | 5.9519735e-08 | 517   |
| 1.0201     | 0.0827                           | 0.5522                                 | 1.0172          | 0.0832                                | 0.5319                                      | 5.9517884e-08 | 518   |
| 1.0208     | 0.0827                           | 0.5515                                 | 1.0207          | 0.0834                                | 0.5267                                      | 5.951603e-08  | 519   |
| 1.0204     | 0.0828                           | 0.5491                                 | 1.0251          | 0.0831                                | 0.5265                                      | 5.951417e-08  | 520   |
| 1.0194     | 0.0828                           | 0.5520                                 | 1.0221          | 0.0828                                | 0.5325                                      | 5.951231e-08  | 521   |
| 1.0199     | 0.0827                           | 0.5518                                 | 1.0189          | 0.0831                                | 0.5312                                      | 5.9510445e-08 | 522   |
| 1.0193     | 0.0828                           | 0.5520                                 | 1.0246          | 0.0832                                | 0.5339                                      | 5.9508576e-08 | 523   |
| 1.0203     | 0.0829                           | 0.5497                                 | 1.0220          | 0.0833                                | 0.5360                                      | 5.9506704e-08 | 524   |
| 1.0202     | 0.0829                           | 0.5504                                 | 1.0224          | 0.0829                                | 0.5363                                      | 5.9504828e-08 | 525   |
| 1.0219     | 0.0828                           | 0.5505                                 | 1.0215          | 0.0830                                | 0.5308                                      | 5.950295e-08  | 526   |
| 1.0215     | 0.0828                           | 0.5527                                 | 1.0214          | 0.0831                                | 0.5383                                      | 5.9501065e-08 | 527   |
| 1.0196     | 0.0828                           | 0.5516                                 | 1.0231          | 0.0828                                | 0.5337                                      | 5.949918e-08  | 528   |
| 1.0198     | 0.0828                           | 0.5524                                 | 1.0228          | 0.0828                                | 0.5399                                      | 5.949729e-08  | 529   |
| 1.0207     | 0.0828                           | 0.5515                                 | 1.0211          | 0.0828                                | 0.5336                                      | 5.9495395e-08 | 530   |
| 1.0202     | 0.0829                           | 0.5502                                 | 1.0241          | 0.0828                                | 0.5274                                      | 5.9493498e-08 | 531   |
| 1.0200     | 0.0827                           | 0.5522                                 | 1.0214          | 0.0829                                | 0.5219                                      | 5.9491597e-08 | 532   |
| 1.0191     | 0.0829                           | 0.5546                                 | 1.0218          | 0.0829                                | 0.5407                                      | 5.9489693e-08 | 533   |
| 1.0196     | 0.0828                           | 0.5511                                 | 1.0242          | 0.0834                                | 0.5272                                      | 5.948779e-08  | 534   |
| 1.0200     | 0.0828                           | 0.5489                                 | 1.0249          | 0.0829                                | 0.5312                                      | 5.948588e-08  | 535   |
| 1.0200     | 0.0827                           | 0.5521                                 | 1.0241          | 0.0828                                | 0.5326                                      | 5.948397e-08  | 536   |
| 1.0197     | 0.0828                           | 0.5522                                 | 1.0167          | 0.0830                                | 0.5341                                      | 5.9482055e-08 | 537   |
| 1.0197     | 0.0828                           | 0.5524                                 | 1.0233          | 0.0827                                | 0.5319                                      | 5.9480136e-08 | 538   |
| 1.0198     | 0.0827                           | 0.5541                                 | 1.0263          | 0.0828                                | 0.5301                                      | 5.9478214e-08 | 539   |
| 1.0197     | 0.0829                           | 0.5523                                 | 1.0173          | 0.0828                                | 0.5356                                      | 5.947629e-08  | 540   |
| 1.0193     | 0.0827                           | 0.5517                                 | 1.0159          | 0.0830                                | 0.5408                                      | 5.947436e-08  | 541   |
| 1.0197     | 0.0827                           | 0.5501                                 | 1.0197          | 0.0828                                | 0.5315                                      | 5.9472427e-08 | 542   |
| 1.0193     | 0.0828                           | 0.5511                                 | 1.0195          | 0.0829                                | 0.5341                                      | 5.947049e-08  | 543   |
| 1.0188     | 0.0829                           | 0.5514                                 | 1.0205          | 0.0830                                | 0.5287                                      | 5.946855e-08  | 544   |
| 1.0184     | 0.0828                           | 0.5513                                 | 1.0259          | 0.0826                                | 0.5341                                      | 5.9466608e-08 | 545   |
| 1.0190     | 0.0828                           | 0.5517                                 | 1.0171          | 0.0830                                | 0.5317                                      | 5.946466e-08  | 546   |
| 1.0198     | 0.0828                           | 0.5502                                 | 1.0197          | 0.0824                                | 0.5341                                      | 5.946271e-08  | 547   |
| 1.0186     | 0.0827                           | 0.5518                                 | 1.0234          | 0.0828                                | 0.5366                                      | 5.9460756e-08 | 548   |
| 1.0201     | 0.0828                           | 0.5501                                 | 1.0188          | 0.0827                                | 0.5345                                      | 5.94588e-08   | 549   |
| 1.0192     | 0.0829                           | 0.5514                                 | 1.0192          | 0.0828                                | 0.5417                                      | 5.9456838e-08 | 550   |
| 1.0186     | 0.0828                           | 0.5530                                 | 1.0262          | 0.0829                                | 0.5254                                      | 5.9454873e-08 | 551   |
| 1.0189     | 0.0828                           | 0.5523                                 | 1.0216          | 0.0830                                | 0.5291                                      | 5.9452905e-08 | 552   |
| 1.0188     | 0.0828                           | 0.5536                                 | 1.0236          | 0.0826                                | 0.5320                                      | 5.9450933e-08 | 553   |
| 1.0199     | 0.0828                           | 0.5527                                 | 1.0223          | 0.0829                                | 0.5280                                      | 5.9448958e-08 | 554   |
| 1.0187     | 0.0828                           | 0.5523                                 | 1.0230          | 0.0831                                | 0.5300                                      | 5.944698e-08  | 555   |
| 1.0185     | 0.0827                           | 0.5542                                 | 1.0193          | 0.0832                                | 0.5324                                      | 5.9444996e-08 | 556   |
| 1.0189     | 0.0829                           | 0.5526                                 | 1.0165          | 0.0833                                | 0.5336                                      | 5.944301e-08  | 557   |
| 1.0183     | 0.0829                           | 0.5528                                 | 1.0218          | 0.0828                                | 0.5335                                      | 5.944102e-08  | 558   |
| 1.0186     | 0.0829                           | 0.5533                                 | 1.0264          | 0.0829                                | 0.5242                                      | 5.9439028e-08 | 559   |
| 1.0196     | 0.0828                           | 0.5523                                 | 1.0208          | 0.0832                                | 0.5367                                      | 5.943703e-08  | 560   |
| 1.0189     | 0.0828                           | 0.5513                                 | 1.0174          | 0.0830                                | 0.5357                                      | 5.943503e-08  | 561   |
| 1.0203     | 0.0828                           | 0.5526                                 | 1.0256          | 0.0829                                | 0.5285                                      | 5.9433027e-08 | 562   |
| 1.0199     | 0.0829                           | 0.5521                                 | 1.0215          | 0.0834                                | 0.5290                                      | 5.943102e-08  | 563   |
| 1.0189     | 0.0828                           | 0.5527                                 | 1.0251          | 0.0830                                | 0.5367                                      | 5.942901e-08  | 564   |
| 1.0204     | 0.0827                           | 0.5520                                 | 1.0207          | 0.0827                                | 0.5327                                      | 5.9426995e-08 | 565   |
| 1.0197     | 0.0828                           | 0.5515                                 | 1.0243          | 0.0834                                | 0.5337                                      | 5.9424977e-08 | 566   |
| 1.0195     | 0.0828                           | 0.5526                                 | 1.0166          | 0.0830                                | 0.5289                                      | 5.9422955e-08 | 567   |
| 1.0189     | 0.0827                           | 0.5524                                 | 1.0189          | 0.0831                                | 0.5307                                      | 5.942093e-08  | 568   |
| 1.0188     | 0.0828                           | 0.5536                                 | 1.0238          | 0.0830                                | 0.5333                                      | 5.9418902e-08 | 569   |
| 1.0187     | 0.0828                           | 0.5543                                 | 1.0162          | 0.0823                                | 0.5291                                      | 5.941687e-08  | 570   |
| 1.0189     | 0.0828                           | 0.5522                                 | 1.0251          | 0.0830                                | 0.5279                                      | 5.9414834e-08 | 571   |
| 1.0188     | 0.0828                           | 0.5543                                 | 1.0209          | 0.0829                                | 0.5324                                      | 5.9412795e-08 | 572   |
| 1.0177     | 0.0829                           | 0.5518                                 | 1.0228          | 0.0830                                | 0.5312                                      | 5.9410752e-08 | 573   |
| 1.0185     | 0.0828                           | 0.5521                                 | 1.0189          | 0.0832                                | 0.5349                                      | 5.9408706e-08 | 574   |
| 1.0187     | 0.0828                           | 0.5531                                 | 1.0163          | 0.0828                                | 0.5398                                      | 5.9406656e-08 | 575   |
| 1.0188     | 0.0828                           | 0.5539                                 | 1.0266          | 0.0828                                | 0.5316                                      | 5.9404602e-08 | 576   |
| 1.0193     | 0.0827                           | 0.5535                                 | 1.0208          | 0.0829                                | 0.5348                                      | 5.9402545e-08 | 577   |
| 1.0196     | 0.0827                           | 0.5524                                 | 1.0264          | 0.0836                                | 0.5344                                      | 5.9400485e-08 | 578   |
| 1.0185     | 0.0828                           | 0.5528                                 | 1.0221          | 0.0829                                | 0.5311                                      | 5.939842e-08  | 579   |
| 1.0181     | 0.0827                           | 0.5539                                 | 1.0221          | 0.0825                                | 0.5314                                      | 5.9396353e-08 | 580   |
| 1.0180     | 0.0828                           | 0.5538                                 | 1.0237          | 0.0831                                | 0.5332                                      | 5.939428e-08  | 581   |
| 1.0183     | 0.0827                           | 0.5527                                 | 1.0191          | 0.0829                                | 0.5344                                      | 5.9392207e-08 | 582   |
| 1.0176     | 0.0829                           | 0.5536                                 | 1.0205          | 0.0830                                | 0.5369                                      | 5.939013e-08  | 583   |
| 1.0184     | 0.0829                           | 0.5523                                 | 1.0127          | 0.0836                                | 0.5331                                      | 5.9388046e-08 | 584   |
| 1.0195     | 0.0828                           | 0.5517                                 | 1.0168          | 0.0834                                | 0.5312                                      | 5.938596e-08  | 585   |
| 1.0185     | 0.0829                           | 0.5535                                 | 1.0191          | 0.0827                                | 0.5312                                      | 5.9383872e-08 | 586   |
| 1.0188     | 0.0827                           | 0.5543                                 | 1.0186          | 0.0832                                | 0.5344                                      | 5.938178e-08  | 587   |
| 1.0182     | 0.0828                           | 0.5543                                 | 1.0157          | 0.0833                                | 0.5361                                      | 5.9379683e-08 | 588   |
| 1.0173     | 0.0829                           | 0.5541                                 | 1.0216          | 0.0831                                | 0.5342                                      | 5.9377584e-08 | 589   |
| 1.0184     | 0.0828                           | 0.5537                                 | 1.0219          | 0.0828                                | 0.5277                                      | 5.937548e-08  | 590   |
| 1.0181     | 0.0828                           | 0.5538                                 | 1.0152          | 0.0831                                | 0.5335                                      | 5.9373374e-08 | 591   |
| 1.0183     | 0.0828                           | 0.5532                                 | 1.0190          | 0.0830                                | 0.5314                                      | 5.9371263e-08 | 592   |
| 1.0183     | 0.0828                           | 0.5543                                 | 1.0190          | 0.0831                                | 0.5329                                      | 5.936915e-08  | 593   |
| 1.0183     | 0.0829                           | 0.5541                                 | 1.0227          | 0.0828                                | 0.5247                                      | 5.9367032e-08 | 594   |
| 1.0186     | 0.0827                           | 0.5540                                 | 1.0200          | 0.0830                                | 0.5313                                      | 5.936491e-08  | 595   |
| 1.0172     | 0.0827                           | 0.5536                                 | 1.0211          | 0.0828                                | 0.5335                                      | 5.9362787e-08 | 596   |
| 1.0178     | 0.0828                           | 0.5540                                 | 1.0201          | 0.0832                                | 0.5375                                      | 5.9360662e-08 | 597   |
| 1.0178     | 0.0829                           | 0.5543                                 | 1.0205          | 0.0833                                | 0.5286                                      | 5.9358534e-08 | 598   |
| 1.0177     | 0.0828                           | 0.5550                                 | 1.0217          | 0.0831                                | 0.5368                                      | 5.9356402e-08 | 599   |
| 1.0175     | 0.0829                           | 0.5539                                 | 1.0229          | 0.0833                                | 0.5327                                      | 5.9354267e-08 | 600   |
| 1.0188     | 0.0829                           | 0.5549                                 | 1.0160          | 0.0831                                | 0.5324                                      | 5.935213e-08  | 601   |
| 1.0176     | 0.0828                           | 0.5549                                 | 1.0206          | 0.0831                                | 0.5301                                      | 5.9349986e-08 | 602   |
| 1.0182     | 0.0828                           | 0.5541                                 | 1.0258          | 0.0833                                | 0.5305                                      | 5.934784e-08  | 603   |
| 1.0185     | 0.0827                           | 0.5549                                 | 1.0212          | 0.0827                                | 0.5355                                      | 5.934569e-08  | 604   |
| 1.0185     | 0.0828                           | 0.5536                                 | 1.0181          | 0.0829                                | 0.5330                                      | 5.9343538e-08 | 605   |
| 1.0182     | 0.0828                           | 0.5545                                 | 1.0229          | 0.0828                                | 0.5352                                      | 5.934138e-08  | 606   |
| 1.0190     | 0.0829                           | 0.5539                                 | 1.0243          | 0.0828                                | 0.5352                                      | 5.933922e-08  | 607   |
| 1.0184     | 0.0828                           | 0.5546                                 | 1.0210          | 0.0827                                | 0.5358                                      | 5.9337058e-08 | 608   |
| 1.0174     | 0.0828                           | 0.5557                                 | 1.0180          | 0.0829                                | 0.5280                                      | 5.933489e-08  | 609   |
| 1.0181     | 0.0829                           | 0.5562                                 | 1.0211          | 0.0829                                | 0.5302                                      | 5.933272e-08  | 610   |
| 1.0188     | 0.0828                           | 0.5540                                 | 1.0121          | 0.0836                                | 0.5308                                      | 5.9330546e-08 | 611   |
| 1.0183     | 0.0827                           | 0.5558                                 | 1.0174          | 0.0832                                | 0.5330                                      | 5.9328368e-08 | 612   |
| 1.0185     | 0.0828                           | 0.5540                                 | 1.0190          | 0.0830                                | 0.5314                                      | 5.9326187e-08 | 613   |
| 1.0174     | 0.0829                           | 0.5555                                 | 1.0213          | 0.0831                                | 0.5293                                      | 5.9324e-08    | 614   |
| 1.0167     | 0.0829                           | 0.5542                                 | 1.0223          | 0.0827                                | 0.5356                                      | 5.9321813e-08 | 615   |
| 1.0187     | 0.0828                           | 0.5538                                 | 1.0253          | 0.0829                                | 0.5310                                      | 5.931962e-08  | 616   |
| 1.0185     | 0.0828                           | 0.5560                                 | 1.0214          | 0.0833                                | 0.5320                                      | 5.9317426e-08 | 617   |
| 1.0165     | 0.0828                           | 0.5561                                 | 1.0151          | 0.0831                                | 0.5286                                      | 5.9315227e-08 | 618   |
| 1.0186     | 0.0827                           | 0.5551                                 | 1.0194          | 0.0828                                | 0.5320                                      | 5.9313024e-08 | 619   |
| 1.0172     | 0.0828                           | 0.5564                                 | 1.0234          | 0.0826                                | 0.5360                                      | 5.9310818e-08 | 620   |
| 1.0173     | 0.0827                           | 0.5544                                 | 1.0216          | 0.0826                                | 0.5336                                      | 5.9308608e-08 | 621   |
| 1.0179     | 0.0828                           | 0.5559                                 | 1.0218          | 0.0831                                | 0.5366                                      | 5.9306394e-08 | 622   |
| 1.0172     | 0.0827                           | 0.5546                                 | 1.0181          | 0.0828                                | 0.5311                                      | 5.9304178e-08 | 623   |
| 1.0177     | 0.0828                           | 0.5555                                 | 1.0177          | 0.0825                                | 0.5290                                      | 5.9301957e-08 | 624   |
| 1.0178     | 0.0828                           | 0.5532                                 | 1.0217          | 0.0831                                | 0.5358                                      | 5.9299733e-08 | 625   |
| 1.0174     | 0.0830                           | 0.5562                                 | 1.0174          | 0.0828                                | 0.5364                                      | 5.9297506e-08 | 626   |
| 1.0177     | 0.0829                           | 0.5541                                 | 1.0207          | 0.0828                                | 0.5338                                      | 5.9295274e-08 | 627   |
| 1.0180     | 0.0828                           | 0.5545                                 | 1.0213          | 0.0828                                | 0.5285                                      | 5.929304e-08  | 628   |
| 1.0173     | 0.0828                           | 0.5555                                 | 1.0194          | 0.0833                                | 0.5319                                      | 5.92908e-08   | 629   |
| 1.0174     | 0.0829                           | 0.5543                                 | 1.0187          | 0.0831                                | 0.5367                                      | 5.928856e-08  | 630   |
| 1.0173     | 0.0829                           | 0.5558                                 | 1.0233          | 0.0831                                | 0.5327                                      | 5.9286315e-08 | 631   |
| 1.0184     | 0.0828                           | 0.5540                                 | 1.0188          | 0.0832                                | 0.5319                                      | 5.9284066e-08 | 632   |
| 1.0171     | 0.0828                           | 0.5562                                 | 1.0183          | 0.0829                                | 0.5322                                      | 5.9281813e-08 | 633   |
| 1.0185     | 0.0828                           | 0.5548                                 | 1.0217          | 0.0831                                | 0.5326                                      | 5.9279557e-08 | 634   |
| 1.0172     | 0.0828                           | 0.5552                                 | 1.0273          | 0.0828                                | 0.5327                                      | 5.9277298e-08 | 635   |
| 1.0173     | 0.0828                           | 0.5545                                 | 1.0236          | 0.0831                                | 0.5337                                      | 5.9275035e-08 | 636   |
| 1.0172     | 0.0829                           | 0.5539                                 | 1.0192          | 0.0831                                | 0.5353                                      | 5.9272768e-08 | 637   |
| 1.0175     | 0.0828                           | 0.5547                                 | 1.0198          | 0.0828                                | 0.5278                                      | 5.9270498e-08 | 638   |
| 1.0171     | 0.0828                           | 0.5552                                 | 1.0231          | 0.0826                                | 0.5301                                      | 5.9268224e-08 | 639   |
| 1.0174     | 0.0829                           | 0.5560                                 | 1.0240          | 0.0831                                | 0.5324                                      | 5.9265947e-08 | 640   |
| 1.0175     | 0.0828                           | 0.5556                                 | 1.0232          | 0.0828                                | 0.5331                                      | 5.9263666e-08 | 641   |
| 1.0175     | 0.0829                           | 0.5552                                 | 1.0197          | 0.0826                                | 0.5275                                      | 5.926138e-08  | 642   |
| 1.0180     | 0.0828                           | 0.5556                                 | 1.0196          | 0.0827                                | 0.5340                                      | 5.9259094e-08 | 643   |
| 1.0165     | 0.0828                           | 0.5552                                 | 1.0154          | 0.0828                                | 0.5292                                      | 5.9256806e-08 | 644   |
| 1.0170     | 0.0828                           | 0.5563                                 | 1.0205          | 0.0832                                | 0.5378                                      | 5.9254514e-08 | 645   |
| 1.0166     | 0.0829                           | 0.5554                                 | 1.0260          | 0.0831                                | 0.5328                                      | 5.925222e-08  | 646   |
| 1.0170     | 0.0828                           | 0.5568                                 | 1.0200          | 0.0826                                | 0.5383                                      | 5.924992e-08  | 647   |
| 1.0167     | 0.0828                           | 0.5554                                 | 1.0193          | 0.0827                                | 0.5365                                      | 5.924762e-08  | 648   |
| 1.0175     | 0.0829                           | 0.5560                                 | 1.0191          | 0.0828                                | 0.5295                                      | 5.9245313e-08 | 649   |
| 1.0180     | 0.0827                           | 0.5565                                 | 1.0233          | 0.0826                                | 0.5310                                      | 5.9243003e-08 | 650   |
| 1.0176     | 0.0827                           | 0.5565                                 | 1.0193          | 0.0831                                | 0.5365                                      | 5.924069e-08  | 651   |
| 1.0173     | 0.0828                           | 0.5551                                 | 1.0283          | 0.0827                                | 0.5311                                      | 5.9238374e-08 | 652   |
| 1.0166     | 0.0829                           | 0.5547                                 | 1.0210          | 0.0825                                | 0.5293                                      | 5.9236054e-08 | 653   |
| 1.0173     | 0.0828                           | 0.5555                                 | 1.0150          | 0.0834                                | 0.5330                                      | 5.923373e-08  | 654   |
| 1.0170     | 0.0827                           | 0.5582                                 | 1.0160          | 0.0828                                | 0.5379                                      | 5.9231404e-08 | 655   |
| 1.0166     | 0.0828                           | 0.5565                                 | 1.0232          | 0.0828                                | 0.5330                                      | 5.9229073e-08 | 656   |
| 1.0165     | 0.0829                           | 0.5542                                 | 1.0179          | 0.0832                                | 0.5382                                      | 5.922674e-08  | 657   |
| 1.0180     | 0.0828                           | 0.5555                                 | 1.0222          | 0.0831                                | 0.5288                                      | 5.92244e-08   | 658   |
| 1.0168     | 0.0829                           | 0.5575                                 | 1.0162          | 0.0829                                | 0.5324                                      | 5.922206e-08  | 659   |
| 1.0153     | 0.0828                           | 0.5575                                 | 1.0219          | 0.0832                                | 0.5348                                      | 5.9219715e-08 | 660   |
| 1.0172     | 0.0828                           | 0.5562                                 | 1.0243          | 0.0827                                | 0.5365                                      | 5.9217367e-08 | 661   |
| 1.0172     | 0.0828                           | 0.5569                                 | 1.0232          | 0.0827                                | 0.5325                                      | 5.9215015e-08 | 662   |
| 1.0166     | 0.0828                           | 0.5547                                 | 1.0228          | 0.0827                                | 0.5315                                      | 5.921266e-08  | 663   |
| 1.0167     | 0.0829                           | 0.5578                                 | 1.0242          | 0.0828                                | 0.5315                                      | 5.92103e-08   | 664   |
| 1.0172     | 0.0829                           | 0.5558                                 | 1.0179          | 0.0830                                | 0.5308                                      | 5.9207938e-08 | 665   |
| 1.0165     | 0.0828                           | 0.5549                                 | 1.0188          | 0.0831                                | 0.5286                                      | 5.9205572e-08 | 666   |
| 1.0177     | 0.0828                           | 0.5553                                 | 1.0169          | 0.0830                                | 0.5289                                      | 5.9203202e-08 | 667   |
| 1.0165     | 0.0829                           | 0.5574                                 | 1.0198          | 0.0833                                | 0.5375                                      | 5.920083e-08  | 668   |
| 1.0155     | 0.0828                           | 0.5560                                 | 1.0209          | 0.0829                                | 0.5335                                      | 5.9198452e-08 | 669   |
| 1.0158     | 0.0829                           | 0.5576                                 | 1.0267          | 0.0829                                | 0.5307                                      | 5.9196072e-08 | 670   |
| 1.0168     | 0.0828                           | 0.5584                                 | 1.0248          | 0.0833                                | 0.5335                                      | 5.9193688e-08 | 671   |
| 1.0175     | 0.0828                           | 0.5579                                 | 1.0208          | 0.0831                                | 0.5379                                      | 5.91913e-08   | 672   |
| 1.0171     | 0.0828                           | 0.5589                                 | 1.0204          | 0.0828                                | 0.5389                                      | 5.918891e-08  | 673   |
| 1.0157     | 0.0828                           | 0.5583                                 | 1.0204          | 0.0830                                | 0.5345                                      | 5.9186515e-08 | 674   |
| 1.0181     | 0.0828                           | 0.5548                                 | 1.0269          | 0.0825                                | 0.5326                                      | 5.9184117e-08 | 675   |
| 1.0166     | 0.0827                           | 0.5568                                 | 1.0176          | 0.0827                                | 0.5295                                      | 5.9181716e-08 | 676   |
| 1.0157     | 0.0828                           | 0.5573                                 | 1.0170          | 0.0833                                | 0.5373                                      | 5.917931e-08  | 677   |
| 1.0162     | 0.0827                           | 0.5568                                 | 1.0237          | 0.0827                                | 0.5304                                      | 5.91769e-08   | 678   |
| 1.0172     | 0.0828                           | 0.5570                                 | 1.0227          | 0.0829                                | 0.5303                                      | 5.917449e-08  | 679   |
| 1.0170     | 0.0828                           | 0.5577                                 | 1.0189          | 0.0832                                | 0.5330                                      | 5.9172073e-08 | 680   |
| 1.0172     | 0.0828                           | 0.5569                                 | 1.0182          | 0.0833                                | 0.5380                                      | 5.9169654e-08 | 681   |
| 1.0165     | 0.0827                           | 0.5569                                 | 1.0244          | 0.0829                                | 0.5302                                      | 5.9167235e-08 | 682   |
| 1.0162     | 0.0828                           | 0.5595                                 | 1.0218          | 0.0831                                | 0.5319                                      | 5.916481e-08  | 683   |
| 1.0163     | 0.0828                           | 0.5583                                 | 1.0210          | 0.0826                                | 0.5326                                      | 5.9162385e-08 | 684   |
| 1.0148     | 0.0828                           | 0.5584                                 | 1.0239          | 0.0825                                | 0.5406                                      | 5.9159955e-08 | 685   |
| 1.0156     | 0.0828                           | 0.5571                                 | 1.0165          | 0.0832                                | 0.5380                                      | 5.915752e-08  | 686   |
| 1.0159     | 0.0828                           | 0.5571                                 | 1.0191          | 0.0830                                | 0.5302                                      | 5.9155084e-08 | 687   |
| 1.0163     | 0.0829                           | 0.5576                                 | 1.0200          | 0.0829                                | 0.5289                                      | 5.9152644e-08 | 688   |
| 1.0172     | 0.0828                           | 0.5571                                 | 1.0237          | 0.0827                                | 0.5360                                      | 5.91502e-08   | 689   |
| 1.0153     | 0.0828                           | 0.5563                                 | 1.0244          | 0.0826                                | 0.5399                                      | 5.914775e-08  | 690   |
| 1.0149     | 0.0828                           | 0.5571                                 | 1.0208          | 0.0825                                | 0.5266                                      | 5.91453e-08   | 691   |
| 1.0166     | 0.0829                           | 0.5568                                 | 1.0234          | 0.0826                                | 0.5371                                      | 5.9142845e-08 | 692   |
| 1.0177     | 0.0827                           | 0.5578                                 | 1.0166          | 0.0835                                | 0.5393                                      | 5.9140387e-08 | 693   |
| 1.0182     | 0.0829                           | 0.5561                                 | 1.0211          | 0.0828                                | 0.5319                                      | 5.9137925e-08 | 694   |
| 1.0162     | 0.0828                           | 0.5575                                 | 1.0177          | 0.0829                                | 0.5355                                      | 5.913546e-08  | 695   |
| 1.0158     | 0.0828                           | 0.5584                                 | 1.0189          | 0.0830                                | 0.5370                                      | 5.913299e-08  | 696   |
| 1.0169     | 0.0829                           | 0.5582                                 | 1.0155          | 0.0829                                | 0.5299                                      | 5.9130517e-08 | 697   |
| 1.0174     | 0.0828                           | 0.5578                                 | 1.0162          | 0.0830                                | 0.5389                                      | 5.912804e-08  | 698   |
| 1.0164     | 0.0829                           | 0.5579                                 | 1.0215          | 0.0828                                | 0.5320                                      | 5.912556e-08  | 699   |
| 1.0157     | 0.0828                           | 0.5586                                 | 1.0149          | 0.0831                                | 0.5337                                      | 5.9123078e-08 | 700   |
| 1.0146     | 0.0829                           | 0.5594                                 | 1.0214          | 0.0828                                | 0.5344                                      | 5.912059e-08  | 701   |
| 1.0149     | 0.0829                           | 0.5600                                 | 1.0148          | 0.0829                                | 0.5357                                      | 5.91181e-08   | 702   |
| 1.0159     | 0.0829                           | 0.5582                                 | 1.0216          | 0.0833                                | 0.5344                                      | 5.9115607e-08 | 703   |
| 1.0155     | 0.0829                           | 0.5577                                 | 1.0198          | 0.0827                                | 0.5298                                      | 5.911311e-08  | 704   |
| 1.0151     | 0.0828                           | 0.5587                                 | 1.0154          | 0.0825                                | 0.5360                                      | 5.9110608e-08 | 705   |
| 1.0161     | 0.0828                           | 0.5581                                 | 1.0196          | 0.0830                                | 0.5350                                      | 5.9108103e-08 | 706   |
| 1.0160     | 0.0828                           | 0.5584                                 | 1.0191          | 0.0832                                | 0.5367                                      | 5.9105595e-08 | 707   |
| 1.0165     | 0.0827                           | 0.5588                                 | 1.0180          | 0.0831                                | 0.5351                                      | 5.9103083e-08 | 708   |
| 1.0155     | 0.0829                           | 0.5576                                 | 1.0184          | 0.0831                                | 0.5287                                      | 5.9100568e-08 | 709   |
| 1.0159     | 0.0827                           | 0.5592                                 | 1.0153          | 0.0833                                | 0.5320                                      | 5.909805e-08  | 710   |
| 1.0164     | 0.0827                           | 0.5589                                 | 1.0257          | 0.0825                                | 0.5354                                      | 5.9095527e-08 | 711   |
| 1.0157     | 0.0828                           | 0.5578                                 | 1.0183          | 0.0828                                | 0.5378                                      | 5.9093e-08    | 712   |
| 1.0150     | 0.0828                           | 0.5600                                 | 1.0219          | 0.0829                                | 0.5333                                      | 5.909047e-08  | 713   |
| 1.0154     | 0.0828                           | 0.5589                                 | 1.0208          | 0.0832                                | 0.5301                                      | 5.9087938e-08 | 714   |
| 1.0158     | 0.0829                           | 0.5582                                 | 1.0226          | 0.0825                                | 0.5314                                      | 5.9085405e-08 | 715   |
| 1.0164     | 0.0828                           | 0.5579                                 | 1.0192          | 0.0831                                | 0.5345                                      | 5.908287e-08  | 716   |
| 1.0153     | 0.0829                           | 0.5588                                 | 1.0228          | 0.0831                                | 0.5305                                      | 5.9080328e-08 | 717   |
| 1.0151     | 0.0828                           | 0.5585                                 | 1.0197          | 0.0827                                | 0.5317                                      | 5.9077784e-08 | 718   |
| 1.0151     | 0.0829                           | 0.5605                                 | 1.0192          | 0.0832                                | 0.5327                                      | 5.9075237e-08 | 719   |
| 1.0167     | 0.0827                           | 0.5574                                 | 1.0186          | 0.0832                                | 0.5348                                      | 5.9072686e-08 | 720   |
| 1.0162     | 0.0828                           | 0.5600                                 | 1.0235          | 0.0829                                | 0.5415                                      | 5.9070132e-08 | 721   |
| 1.0159     | 0.0828                           | 0.5593                                 | 1.0276          | 0.0831                                | 0.5305                                      | 5.9067574e-08 | 722   |
| 1.0157     | 0.0829                           | 0.5587                                 | 1.0260          | 0.0832                                | 0.5327                                      | 5.9065012e-08 | 723   |
| 1.0157     | 0.0828                           | 0.5589                                 | 1.0221          | 0.0829                                | 0.5306                                      | 5.9062447e-08 | 724   |
| 1.0143     | 0.0829                           | 0.5586                                 | 1.0286          | 0.0824                                | 0.5302                                      | 5.905988e-08  | 725   |
| 1.0147     | 0.0828                           | 0.5598                                 | 1.0228          | 0.0830                                | 0.5300                                      | 5.9057307e-08 | 726   |
| 1.0147     | 0.0829                           | 0.5605                                 | 1.0210          | 0.0828                                | 0.5355                                      | 5.905473e-08  | 727   |
| 1.0156     | 0.0827                           | 0.5593                                 | 1.0210          | 0.0831                                | 0.5360                                      | 5.905215e-08  | 728   |
| 1.0153     | 0.0828                           | 0.5591                                 | 1.0250          | 0.0829                                | 0.5303                                      | 5.904957e-08  | 729   |
| 1.0151     | 0.0829                           | 0.5584                                 | 1.0211          | 0.0823                                | 0.5277                                      | 5.9046982e-08 | 730   |
| 1.0141     | 0.0829                           | 0.5591                                 | 1.0217          | 0.0832                                | 0.5314                                      | 5.9044392e-08 | 731   |
| 1.0149     | 0.0828                           | 0.5588                                 | 1.0177          | 0.0829                                | 0.5328                                      | 5.90418e-08   | 732   |
| 1.0152     | 0.0828                           | 0.5593                                 | 1.0207          | 0.0827                                | 0.5293                                      | 5.9039202e-08 | 733   |
| 1.0148     | 0.0830                           | 0.5594                                 | 1.0168          | 0.0833                                | 0.5356                                      | 5.90366e-08   | 734   |
| 1.0154     | 0.0828                           | 0.5603                                 | 1.0234          | 0.0830                                | 0.5339                                      | 5.9033997e-08 | 735   |
| 1.0141     | 0.0828                           | 0.5601                                 | 1.0217          | 0.0829                                | 0.5329                                      | 5.903139e-08  | 736   |
| 1.0144     | 0.0828                           | 0.5587                                 | 1.0218          | 0.0832                                | 0.5349                                      | 5.902878e-08  | 737   |
| 1.0152     | 0.0828                           | 0.5602                                 | 1.0217          | 0.0830                                | 0.5376                                      | 5.9026164e-08 | 738   |
| 1.0152     | 0.0828                           | 0.5599                                 | 1.0209          | 0.0833                                | 0.5301                                      | 5.9023545e-08 | 739   |
| 1.0150     | 0.0828                           | 0.5580                                 | 1.0174          | 0.0833                                | 0.5306                                      | 5.9020923e-08 | 740   |
| 1.0142     | 0.0830                           | 0.5602                                 | 1.0288          | 0.0827                                | 0.5332                                      | 5.9018298e-08 | 741   |
| 1.0147     | 0.0828                           | 0.5590                                 | 1.0212          | 0.0828                                | 0.5305                                      | 5.901567e-08  | 742   |
| 1.0150     | 0.0828                           | 0.5601                                 | 1.0193          | 0.0835                                | 0.5316                                      | 5.9013036e-08 | 743   |
| 1.0149     | 0.0829                           | 0.5623                                 | 1.0171          | 0.0831                                | 0.5306                                      | 5.9010404e-08 | 744   |
| 1.0154     | 0.0828                           | 0.5595                                 | 1.0154          | 0.0834                                | 0.5344                                      | 5.9007768e-08 | 745   |
| 1.0150     | 0.0828                           | 0.5592                                 | 1.0228          | 0.0831                                | 0.5284                                      | 5.9005128e-08 | 746   |
| 1.0139     | 0.0829                           | 0.5608                                 | 1.0180          | 0.0831                                | 0.5316                                      | 5.9002485e-08 | 747   |
| 1.0139     | 0.0827                           | 0.5605                                 | 1.0204          | 0.0829                                | 0.5293                                      | 5.8999838e-08 | 748   |
| 1.0148     | 0.0829                           | 0.5604                                 | 1.0259          | 0.0827                                | 0.5361                                      | 5.8997188e-08 | 749   |
| 1.0158     | 0.0828                           | 0.5597                                 | 1.0187          | 0.0826                                | 0.5383                                      | 5.8994534e-08 | 750   |
| 1.0154     | 0.0829                           | 0.5604                                 | 1.0246          | 0.0830                                | 0.5318                                      | 5.8991876e-08 | 751   |
| 1.0149     | 0.0829                           | 0.5599                                 | 1.0227          | 0.0830                                | 0.5340                                      | 5.8989215e-08 | 752   |
| 1.0147     | 0.0828                           | 0.5596                                 | 1.0185          | 0.0828                                | 0.5310                                      | 5.898655e-08  | 753   |
| 1.0134     | 0.0829                           | 0.5598                                 | 1.0197          | 0.0835                                | 0.5338                                      | 5.8983883e-08 | 754   |
| 1.0144     | 0.0828                           | 0.5622                                 | 1.0232          | 0.0823                                | 0.5323                                      | 5.898121e-08  | 755   |
| 1.0148     | 0.0828                           | 0.5601                                 | 1.0221          | 0.0829                                | 0.5343                                      | 5.8978536e-08 | 756   |
| 1.0149     | 0.0828                           | 0.5585                                 | 1.0214          | 0.0830                                | 0.5322                                      | 5.8975857e-08 | 757   |
| 1.0150     | 0.0829                           | 0.5593                                 | 1.0202          | 0.0827                                | 0.5375                                      | 5.8973175e-08 | 758   |
| 1.0150     | 0.0828                           | 0.5616                                 | 1.0184          | 0.0829                                | 0.5301                                      | 5.897049e-08  | 759   |
| 1.0129     | 0.0828                           | 0.5618                                 | 1.0226          | 0.0830                                | 0.5337                                      | 5.89678e-08   | 760   |
| 1.0140     | 0.0829                           | 0.5606                                 | 1.0225          | 0.0829                                | 0.5362                                      | 5.8965107e-08 | 761   |
| 1.0140     | 0.0829                           | 0.5596                                 | 1.0198          | 0.0830                                | 0.5305                                      | 5.896241e-08  | 762   |
| 1.0137     | 0.0828                           | 0.5611                                 | 1.0205          | 0.0825                                | 0.5331                                      | 5.895971e-08  | 763   |
| 1.0140     | 0.0828                           | 0.5606                                 | 1.0219          | 0.0827                                | 0.5360                                      | 5.8957006e-08 | 764   |
| 1.0141     | 0.0829                           | 0.5607                                 | 1.0174          | 0.0832                                | 0.5342                                      | 5.89543e-08   | 765   |
| 1.0155     | 0.0827                           | 0.5613                                 | 1.0201          | 0.0828                                | 0.5361                                      | 5.895159e-08  | 766   |
| 1.0159     | 0.0828                           | 0.5595                                 | 1.0226          | 0.0831                                | 0.5316                                      | 5.8948874e-08 | 767   |
| 1.0162     | 0.0828                           | 0.5608                                 | 1.0161          | 0.0831                                | 0.5339                                      | 5.8946156e-08 | 768   |
| 1.0140     | 0.0828                           | 0.5600                                 | 1.0142          | 0.0825                                | 0.5446                                      | 5.8943435e-08 | 769   |
| 1.0144     | 0.0828                           | 0.5631                                 | 1.0187          | 0.0829                                | 0.5362                                      | 5.8940714e-08 | 770   |
| 1.0149     | 0.0828                           | 0.5612                                 | 1.0208          | 0.0830                                | 0.5342                                      | 5.893799e-08  | 771   |
| 1.0159     | 0.0828                           | 0.5605                                 | 1.0213          | 0.0831                                | 0.5364                                      | 5.893526e-08  | 772   |
| 1.0145     | 0.0829                           | 0.5612                                 | 1.0220          | 0.0828                                | 0.5324                                      | 5.8932528e-08 | 773   |
| 1.0147     | 0.0828                           | 0.5594                                 | 1.0187          | 0.0831                                | 0.5339                                      | 5.8929793e-08 | 774   |
| 1.0146     | 0.0828                           | 0.5617                                 | 1.0188          | 0.0829                                | 0.5382                                      | 5.8927053e-08 | 775   |
| 1.0137     | 0.0829                           | 0.5617                                 | 1.0281          | 0.0827                                | 0.5344                                      | 5.892431e-08  | 776   |
| 1.0148     | 0.0829                           | 0.5614                                 | 1.0190          | 0.0827                                | 0.5342                                      | 5.8921565e-08 | 777   |
| 1.0140     | 0.0827                           | 0.5606                                 | 1.0156          | 0.0831                                | 0.5333                                      | 5.8918815e-08 | 778   |
| 1.0145     | 0.0828                           | 0.5601                                 | 1.0196          | 0.0829                                | 0.5331                                      | 5.891606e-08  | 779   |
| 1.0141     | 0.0830                           | 0.5619                                 | 1.0183          | 0.0831                                | 0.5264                                      | 5.8913304e-08 | 780   |
| 1.0147     | 0.0829                           | 0.5610                                 | 1.0203          | 0.0832                                | 0.5291                                      | 5.8910544e-08 | 781   |
| 1.0145     | 0.0828                           | 0.5603                                 | 1.0194          | 0.0830                                | 0.5294                                      | 5.890778e-08  | 782   |
| 1.0144     | 0.0828                           | 0.5600                                 | 1.0177          | 0.0830                                | 0.5348                                      | 5.8905012e-08 | 783   |
| 1.0140     | 0.0828                           | 0.5614                                 | 1.0255          | 0.0826                                | 0.5298                                      | 5.890224e-08  | 784   |
| 1.0135     | 0.0829                           | 0.5599                                 | 1.0133          | 0.0828                                | 0.5338                                      | 5.8899467e-08 | 785   |
| 1.0138     | 0.0827                           | 0.5617                                 | 1.0212          | 0.0829                                | 0.5324                                      | 5.889669e-08  | 786   |
| 1.0139     | 0.0829                           | 0.5611                                 | 1.0212          | 0.0828                                | 0.5345                                      | 5.8893907e-08 | 787   |
| 1.0132     | 0.0828                           | 0.5611                                 | 1.0178          | 0.0829                                | 0.5348                                      | 5.889112e-08  | 788   |
| 1.0126     | 0.0829                           | 0.5605                                 | 1.0217          | 0.0829                                | 0.5354                                      | 5.8888332e-08 | 789   |
| 1.0135     | 0.0827                           | 0.5607                                 | 1.0192          | 0.0827                                | 0.5352                                      | 5.888554e-08  | 790   |
| 1.0134     | 0.0828                           | 0.5626                                 | 1.0199          | 0.0830                                | 0.5399                                      | 5.8882744e-08 | 791   |
| 1.0133     | 0.0828                           | 0.5617                                 | 1.0206          | 0.0826                                | 0.5380                                      | 5.8879944e-08 | 792   |
| 1.0141     | 0.0829                           | 0.5606                                 | 1.0217          | 0.0831                                | 0.5352                                      | 5.887714e-08  | 793   |
| 1.0139     | 0.0829                           | 0.5624                                 | 1.0184          | 0.0827                                | 0.5339                                      | 5.887434e-08  | 794   |
| 1.0126     | 0.0828                           | 0.5624                                 | 1.0185          | 0.0828                                | 0.5385                                      | 5.887153e-08  | 795   |
| 1.0147     | 0.0827                           | 0.5612                                 | 1.0197          | 0.0834                                | 0.5338                                      | 5.886872e-08  | 796   |
| 1.0138     | 0.0828                           | 0.5611                                 | 1.0203          | 0.0833                                | 0.5326                                      | 5.8865908e-08 | 797   |
| 1.0131     | 0.0830                           | 0.5618                                 | 1.0138          | 0.0827                                | 0.5385                                      | 5.886309e-08  | 798   |
| 1.0139     | 0.0829                           | 0.5610                                 | 1.0227          | 0.0828                                | 0.5371                                      | 5.886027e-08  | 799   |
| 1.0142     | 0.0828                           | 0.5604                                 | 1.0209          | 0.0827                                | 0.5340                                      | 5.8857445e-08 | 800   |
| 1.0127     | 0.0829                           | 0.5618                                 | 1.0288          | 0.0830                                | 0.5373                                      | 5.8854617e-08 | 801   |
| 1.0131     | 0.0829                           | 0.5615                                 | 1.0131          | 0.0832                                | 0.5312                                      | 5.8851786e-08 | 802   |
| 1.0131     | 0.0828                           | 0.5628                                 | 1.0148          | 0.0831                                | 0.5371                                      | 5.884895e-08  | 803   |
| 1.0146     | 0.0828                           | 0.5625                                 | 1.0221          | 0.0831                                | 0.5292                                      | 5.8846112e-08 | 804   |
| 1.0142     | 0.0830                           | 0.5614                                 | 1.0239          | 0.0826                                | 0.5280                                      | 5.884327e-08  | 805   |
| 1.0136     | 0.0828                           | 0.5621                                 | 1.0186          | 0.0826                                | 0.5348                                      | 5.8840424e-08 | 806   |
| 1.0123     | 0.0827                           | 0.5639                                 | 1.0196          | 0.0833                                | 0.5333                                      | 5.8837575e-08 | 807   |
| 1.0131     | 0.0828                           | 0.5616                                 | 1.0286          | 0.0824                                | 0.5343                                      | 5.8834722e-08 | 808   |
| 1.0132     | 0.0828                           | 0.5635                                 | 1.0197          | 0.0830                                | 0.5324                                      | 5.8831866e-08 | 809   |
| 1.0148     | 0.0829                           | 0.5623                                 | 1.0188          | 0.0831                                | 0.5330                                      | 5.8829006e-08 | 810   |
| 1.0132     | 0.0829                           | 0.5628                                 | 1.0232          | 0.0834                                | 0.5307                                      | 5.8826142e-08 | 811   |
| 1.0144     | 0.0828                           | 0.5607                                 | 1.0191          | 0.0833                                | 0.5394                                      | 5.8823275e-08 | 812   |
| 1.0136     | 0.0828                           | 0.5622                                 | 1.0175          | 0.0832                                | 0.5327                                      | 5.8820405e-08 | 813   |
| 1.0136     | 0.0829                           | 0.5632                                 | 1.0240          | 0.0830                                | 0.5335                                      | 5.881753e-08  | 814   |
| 1.0134     | 0.0828                           | 0.5631                                 | 1.0253          | 0.0826                                | 0.5378                                      | 5.8814653e-08 | 815   |
| 1.0136     | 0.0828                           | 0.5623                                 | 1.0221          | 0.0828                                | 0.5292                                      | 5.8811775e-08 | 816   |
| 1.0139     | 0.0828                           | 0.5614                                 | 1.0158          | 0.0833                                | 0.5362                                      | 5.8808894e-08 | 817   |
| 1.0129     | 0.0829                           | 0.5621                                 | 1.0198          | 0.0833                                | 0.5336                                      | 5.880601e-08  | 818   |
| 1.0139     | 0.0828                           | 0.5613                                 | 1.0210          | 0.0833                                | 0.5358                                      | 5.880312e-08  | 819   |
| 1.0138     | 0.0828                           | 0.5633                                 | 1.0168          | 0.0831                                | 0.5343                                      | 5.880023e-08  | 820   |
| 1.0126     | 0.0828                           | 0.5639                                 | 1.0222          | 0.0831                                | 0.5332                                      | 5.8797333e-08 | 821   |
| 1.0137     | 0.0828                           | 0.5623                                 | 1.0254          | 0.0828                                | 0.5381                                      | 5.8794434e-08 | 822   |
| 1.0123     | 0.0828                           | 0.5636                                 | 1.0213          | 0.0832                                | 0.5330                                      | 5.879153e-08  | 823   |
| 1.0126     | 0.0828                           | 0.5619                                 | 1.0191          | 0.0831                                | 0.5376                                      | 5.8788626e-08 | 824   |
| 1.0124     | 0.0829                           | 0.5636                                 | 1.0191          | 0.0830                                | 0.5355                                      | 5.8785716e-08 | 825   |
| 1.0147     | 0.0828                           | 0.5628                                 | 1.0235          | 0.0826                                | 0.5381                                      | 5.8782803e-08 | 826   |
| 1.0134     | 0.0830                           | 0.5638                                 | 1.0199          | 0.0827                                | 0.5339                                      | 5.8779886e-08 | 827   |
| 1.0134     | 0.0828                           | 0.5610                                 | 1.0171          | 0.0831                                | 0.5376                                      | 5.8776966e-08 | 828   |
| 1.0129     | 0.0828                           | 0.5626                                 | 1.0188          | 0.0827                                | 0.5341                                      | 5.877404e-08  | 829   |
| 1.0120     | 0.0829                           | 0.5634                                 | 1.0206          | 0.0831                                | 0.5339                                      | 5.8771114e-08 | 830   |
| 1.0133     | 0.0829                           | 0.5636                                 | 1.0234          | 0.0828                                | 0.5305                                      | 5.8768183e-08 | 831   |
| 1.0123     | 0.0829                           | 0.5626                                 | 1.0213          | 0.0823                                | 0.5325                                      | 5.876525e-08  | 832   |
| 1.0133     | 0.0828                           | 0.5625                                 | 1.0208          | 0.0828                                | 0.5377                                      | 5.876231e-08  | 833   |
| 1.0115     | 0.0828                           | 0.5645                                 | 1.0201          | 0.0827                                | 0.5329                                      | 5.875937e-08  | 834   |
| 1.0143     | 0.0828                           | 0.5625                                 | 1.0219          | 0.0830                                | 0.5352                                      | 5.8756424e-08 | 835   |
| 1.0130     | 0.0829                           | 0.5640                                 | 1.0191          | 0.0831                                | 0.5342                                      | 5.8753475e-08 | 836   |
| 1.0124     | 0.0829                           | 0.5636                                 | 1.0164          | 0.0832                                | 0.5351                                      | 5.8750526e-08 | 837   |
| 1.0134     | 0.0829                           | 0.5608                                 | 1.0211          | 0.0830                                | 0.5330                                      | 5.8747574e-08 | 838   |
| 1.0126     | 0.0829                           | 0.5620                                 | 1.0207          | 0.0831                                | 0.5294                                      | 5.8744618e-08 | 839   |
| 1.0139     | 0.0828                           | 0.5606                                 | 1.0211          | 0.0829                                | 0.5338                                      | 5.874166e-08  | 840   |
| 1.0127     | 0.0830                           | 0.5624                                 | 1.0231          | 0.0826                                | 0.5338                                      | 5.8738696e-08 | 841   |
| 1.0125     | 0.0827                           | 0.5637                                 | 1.0203          | 0.0830                                | 0.5434                                      | 5.873573e-08  | 842   |
| 1.0128     | 0.0828                           | 0.5624                                 | 1.0198          | 0.0829                                | 0.5341                                      | 5.873276e-08  | 843   |
| 1.0126     | 0.0829                           | 0.5636                                 | 1.0216          | 0.0834                                | 0.5356                                      | 5.8729785e-08 | 844   |
| 1.0129     | 0.0828                           | 0.5628                                 | 1.0211          | 0.0834                                | 0.5358                                      | 5.872681e-08  | 845   |
| 1.0129     | 0.0828                           | 0.5634                                 | 1.0194          | 0.0834                                | 0.5298                                      | 5.8723828e-08 | 846   |
| 1.0115     | 0.0828                           | 0.5638                                 | 1.0225          | 0.0831                                | 0.5401                                      | 5.8720843e-08 | 847   |
| 1.0129     | 0.0828                           | 0.5626                                 | 1.0207          | 0.0828                                | 0.5290                                      | 5.8717855e-08 | 848   |
| 1.0125     | 0.0828                           | 0.5632                                 | 1.0183          | 0.0830                                | 0.5354                                      | 5.8714864e-08 | 849   |
| 1.0119     | 0.0828                           | 0.5632                                 | 1.0239          | 0.0830                                | 0.5396                                      | 5.871187e-08  | 850   |
| 1.0130     | 0.0828                           | 0.5637                                 | 1.0203          | 0.0823                                | 0.5344                                      | 5.870887e-08  | 851   |
| 1.0118     | 0.0828                           | 0.5637                                 | 1.0192          | 0.0830                                | 0.5348                                      | 5.870587e-08  | 852   |
| 1.0118     | 0.0829                           | 0.5636                                 | 1.0228          | 0.0828                                | 0.5343                                      | 5.8702863e-08 | 853   |
| 1.0120     | 0.0829                           | 0.5635                                 | 1.0193          | 0.0829                                | 0.5418                                      | 5.8699854e-08 | 854   |
| 1.0125     | 0.0828                           | 0.5653                                 | 1.0184          | 0.0828                                | 0.5375                                      | 5.869684e-08  | 855   |
| 1.0148     | 0.0828                           | 0.5632                                 | 1.0166          | 0.0831                                | 0.5426                                      | 5.8693825e-08 | 856   |
| 1.0130     | 0.0829                           | 0.5636                                 | 1.0168          | 0.0829                                | 0.5358                                      | 5.869081e-08  | 857   |
| 1.0135     | 0.0828                           | 0.5640                                 | 1.0235          | 0.0829                                | 0.5308                                      | 5.868779e-08  | 858   |
| 1.0114     | 0.0829                           | 0.5640                                 | 1.0200          | 0.0833                                | 0.5410                                      | 5.8684765e-08 | 859   |
| 1.0125     | 0.0829                           | 0.5645                                 | 1.0149          | 0.0835                                | 0.5403                                      | 5.868174e-08  | 860   |
| 1.0134     | 0.0828                           | 0.5643                                 | 1.0233          | 0.0827                                | 0.5320                                      | 5.8678708e-08 | 861   |
| 1.0128     | 0.0828                           | 0.5634                                 | 1.0201          | 0.0831                                | 0.5389                                      | 5.8675674e-08 | 862   |
| 1.0115     | 0.0828                           | 0.5639                                 | 1.0218          | 0.0830                                | 0.5348                                      | 5.8672637e-08 | 863   |
| 1.0127     | 0.0829                           | 0.5643                                 | 1.0215          | 0.0825                                | 0.5329                                      | 5.8669595e-08 | 864   |
| 1.0118     | 0.0828                           | 0.5633                                 | 1.0191          | 0.0831                                | 0.5312                                      | 5.866655e-08  | 865   |
| 1.0114     | 0.0829                           | 0.5656                                 | 1.0225          | 0.0831                                | 0.5338                                      | 5.8663503e-08 | 866   |
| 1.0118     | 0.0827                           | 0.5659                                 | 1.0195          | 0.0826                                | 0.5356                                      | 5.866045e-08  | 867   |
| 1.0138     | 0.0829                           | 0.5640                                 | 1.0158          | 0.0833                                | 0.5348                                      | 5.8657395e-08 | 868   |
| 1.0123     | 0.0829                           | 0.5634                                 | 1.0152          | 0.0829                                | 0.5396                                      | 5.8654336e-08 | 869   |
| 1.0130     | 0.0828                           | 0.5641                                 | 1.0175          | 0.0828                                | 0.5410                                      | 5.8651274e-08 | 870   |
| 1.0122     | 0.0828                           | 0.5620                                 | 1.0186          | 0.0832                                | 0.5380                                      | 5.8648208e-08 | 871   |
| 1.0121     | 0.0829                           | 0.5623                                 | 1.0169          | 0.0831                                | 0.5347                                      | 5.864514e-08  | 872   |
| 1.0115     | 0.0828                           | 0.5642                                 | 1.0195          | 0.0833                                | 0.5381                                      | 5.8642065e-08 | 873   |
| 1.0117     | 0.0829                           | 0.5654                                 | 1.0216          | 0.0832                                | 0.5318                                      | 5.863899e-08  | 874   |
| 1.0124     | 0.0828                           | 0.5646                                 | 1.0207          | 0.0827                                | 0.5366                                      | 5.8635912e-08 | 875   |
| 1.0113     | 0.0829                           | 0.5656                                 | 1.0199          | 0.0832                                | 0.5347                                      | 5.8632832e-08 | 876   |
| 1.0117     | 0.0828                           | 0.5644                                 | 1.0194          | 0.0830                                | 0.5263                                      | 5.8629748e-08 | 877   |
| 1.0117     | 0.0827                           | 0.5645                                 | 1.0192          | 0.0831                                | 0.5352                                      | 5.862666e-08  | 878   |
| 1.0119     | 0.0828                           | 0.5663                                 | 1.0217          | 0.0830                                | 0.5287                                      | 5.862357e-08  | 879   |
| 1.0119     | 0.0829                           | 0.5648                                 | 1.0245          | 0.0830                                | 0.5363                                      | 5.8620476e-08 | 880   |
| 1.0132     | 0.0829                           | 0.5637                                 | 1.0221          | 0.0831                                | 0.5267                                      | 5.8617378e-08 | 881   |
| 1.0116     | 0.0829                           | 0.5645                                 | 1.0220          | 0.0829                                | 0.5356                                      | 5.8614276e-08 | 882   |
| 1.0111     | 0.0829                           | 0.5645                                 | 1.0211          | 0.0831                                | 0.5308                                      | 5.861117e-08  | 883   |
| 1.0114     | 0.0828                           | 0.5658                                 | 1.0181          | 0.0829                                | 0.5376                                      | 5.8608062e-08 | 884   |
| 1.0112     | 0.0830                           | 0.5657                                 | 1.0217          | 0.0833                                | 0.5286                                      | 5.860495e-08  | 885   |
| 1.0117     | 0.0829                           | 0.5648                                 | 1.0202          | 0.0829                                | 0.5361                                      | 5.8601834e-08 | 886   |
| 1.0106     | 0.0829                           | 0.5662                                 | 1.0171          | 0.0833                                | 0.5300                                      | 5.8598715e-08 | 887   |
| 1.0120     | 0.0829                           | 0.5657                                 | 1.0188          | 0.0829                                | 0.5295                                      | 5.8595592e-08 | 888   |
| 1.0116     | 0.0829                           | 0.5659                                 | 1.0245          | 0.0830                                | 0.5351                                      | 5.8592466e-08 | 889   |
| 1.0112     | 0.0829                           | 0.5653                                 | 1.0229          | 0.0829                                | 0.5360                                      | 5.8589336e-08 | 890   |
| 1.0101     | 0.0829                           | 0.5659                                 | 1.0213          | 0.0831                                | 0.5360                                      | 5.8586203e-08 | 891   |
| 1.0128     | 0.0828                           | 0.5650                                 | 1.0203          | 0.0829                                | 0.5329                                      | 5.8583066e-08 | 892   |
| 1.0117     | 0.0828                           | 0.5656                                 | 1.0204          | 0.0833                                | 0.5374                                      | 5.857993e-08  | 893   |
| 1.0123     | 0.0828                           | 0.5660                                 | 1.0217          | 0.0829                                | 0.5379                                      | 5.8576788e-08 | 894   |
| 1.0108     | 0.0828                           | 0.5652                                 | 1.0191          | 0.0830                                | 0.5326                                      | 5.8573644e-08 | 895   |
| 1.0109     | 0.0828                           | 0.5643                                 | 1.0186          | 0.0831                                | 0.5298                                      | 5.8570496e-08 | 896   |
| 1.0126     | 0.0828                           | 0.5647                                 | 1.0151          | 0.0832                                | 0.5348                                      | 5.8567345e-08 | 897   |
| 1.0128     | 0.0829                           | 0.5654                                 | 1.0212          | 0.0832                                | 0.5385                                      | 5.856419e-08  | 898   |
| 1.0111     | 0.0829                           | 0.5658                                 | 1.0174          | 0.0829                                | 0.5352                                      | 5.856103e-08  | 899   |
| 1.0122     | 0.0828                           | 0.5664                                 | 1.0181          | 0.0830                                | 0.5352                                      | 5.855787e-08  | 900   |
| 1.0120     | 0.0828                           | 0.5654                                 | 1.0192          | 0.0831                                | 0.5318                                      | 5.8554704e-08 | 901   |
| 1.0119     | 0.0828                           | 0.5657                                 | 1.0205          | 0.0831                                | 0.5311                                      | 5.8551535e-08 | 902   |
| 1.0124     | 0.0828                           | 0.5654                                 | 1.0221          | 0.0831                                | 0.5293                                      | 5.8548363e-08 | 903   |
| 1.0110     | 0.0827                           | 0.5651                                 | 1.0250          | 0.0826                                | 0.5303                                      | 5.8545186e-08 | 904   |
| 1.0121     | 0.0828                           | 0.5661                                 | 1.0223          | 0.0829                                | 0.5286                                      | 5.8542007e-08 | 905   |
| 1.0114     | 0.0829                           | 0.5678                                 | 1.0212          | 0.0830                                | 0.5365                                      | 5.8538824e-08 | 906   |
| 1.0115     | 0.0830                           | 0.5649                                 | 1.0187          | 0.0830                                | 0.5363                                      | 5.8535637e-08 | 907   |
| 1.0112     | 0.0828                           | 0.5658                                 | 1.0227          | 0.0829                                | 0.5340                                      | 5.8532446e-08 | 908   |
| 1.0100     | 0.0829                           | 0.5670                                 | 1.0210          | 0.0831                                | 0.5315                                      | 5.8529253e-08 | 909   |
| 1.0110     | 0.0829                           | 0.5668                                 | 1.0147          | 0.0832                                | 0.5341                                      | 5.852606e-08  | 910   |
| 1.0102     | 0.0829                           | 0.5662                                 | 1.0226          | 0.0829                                | 0.5293                                      | 5.852286e-08  | 911   |
| 1.0109     | 0.0828                           | 0.5661                                 | 1.0215          | 0.0828                                | 0.5349                                      | 5.851966e-08  | 912   |
| 1.0109     | 0.0828                           | 0.5670                                 | 1.0197          | 0.0829                                | 0.5323                                      | 5.8516456e-08 | 913   |
| 1.0112     | 0.0828                           | 0.5668                                 | 1.0198          | 0.0829                                | 0.5373                                      | 5.8513248e-08 | 914   |
| 1.0096     | 0.0828                           | 0.5683                                 | 1.0163          | 0.0829                                | 0.5358                                      | 5.8510036e-08 | 915   |
| 1.0103     | 0.0828                           | 0.5673                                 | 1.0256          | 0.0830                                | 0.5336                                      | 5.850682e-08  | 916   |
| 1.0097     | 0.0828                           | 0.5685                                 | 1.0208          | 0.0831                                | 0.5332                                      | 5.8503602e-08 | 917   |
| 1.0105     | 0.0830                           | 0.5671                                 | 1.0274          | 0.0830                                | 0.5338                                      | 5.850038e-08  | 918   |
| 1.0103     | 0.0828                           | 0.5678                                 | 1.0182          | 0.0830                                | 0.5381                                      | 5.8497154e-08 | 919   |
| 1.0109     | 0.0829                           | 0.5659                                 | 1.0245          | 0.0827                                | 0.5315                                      | 5.8493924e-08 | 920   |
| 1.0112     | 0.0828                           | 0.5678                                 | 1.0224          | 0.0830                                | 0.5291                                      | 5.849069e-08  | 921   |
| 1.0115     | 0.0829                           | 0.5672                                 | 1.0199          | 0.0831                                | 0.5360                                      | 5.8487455e-08 | 922   |
| 1.0100     | 0.0829                           | 0.5683                                 | 1.0191          | 0.0827                                | 0.5335                                      | 5.8484215e-08 | 923   |
| 1.0101     | 0.0828                           | 0.5679                                 | 1.0202          | 0.0829                                | 0.5340                                      | 5.848097e-08  | 924   |
| 1.0100     | 0.0828                           | 0.5652                                 | 1.0225          | 0.0830                                | 0.5300                                      | 5.8477724e-08 | 925   |
| 1.0117     | 0.0828                           | 0.5655                                 | 1.0236          | 0.0829                                | 0.5297                                      | 5.8474477e-08 | 926   |
| 1.0116     | 0.0828                           | 0.5670                                 | 1.0190          | 0.0829                                | 0.5318                                      | 5.8471226e-08 | 927   |
| 1.0107     | 0.0829                           | 0.5658                                 | 1.0215          | 0.0830                                | 0.5301                                      | 5.8467972e-08 | 928   |
| 1.0108     | 0.0828                           | 0.5667                                 | 1.0186          | 0.0826                                | 0.5356                                      | 5.8464714e-08 | 929   |
| 1.0108     | 0.0828                           | 0.5660                                 | 1.0260          | 0.0825                                | 0.5305                                      | 5.8461453e-08 | 930   |
| 1.0101     | 0.0827                           | 0.5673                                 | 1.0198          | 0.0831                                | 0.5316                                      | 5.8458188e-08 | 931   |
| 1.0105     | 0.0829                           | 0.5671                                 | 1.0124          | 0.0833                                | 0.5363                                      | 5.845492e-08  | 932   |
| 1.0112     | 0.0829                           | 0.5639                                 | 1.0201          | 0.0829                                | 0.5320                                      | 5.8451647e-08 | 933   |
| 1.0104     | 0.0829                           | 0.5673                                 | 1.0205          | 0.0827                                | 0.5362                                      | 5.844837e-08  | 934   |
| 1.0102     | 0.0829                           | 0.5684                                 | 1.0189          | 0.0830                                | 0.5360                                      | 5.8445092e-08 | 935   |
| 1.0114     | 0.0828                           | 0.5672                                 | 1.0243          | 0.0834                                | 0.5366                                      | 5.844181e-08  | 936   |
| 1.0104     | 0.0829                           | 0.5664                                 | 1.0192          | 0.0828                                | 0.5362                                      | 5.8438523e-08 | 937   |
| 1.0102     | 0.0829                           | 0.5670                                 | 1.0198          | 0.0833                                | 0.5361                                      | 5.8435234e-08 | 938   |
| 1.0106     | 0.0828                           | 0.5683                                 | 1.0206          | 0.0829                                | 0.5394                                      | 5.843194e-08  | 939   |
| 1.0090     | 0.0828                           | 0.5675                                 | 1.0225          | 0.0827                                | 0.5339                                      | 5.8428643e-08 | 940   |
| 1.0095     | 0.0829                           | 0.5685                                 | 1.0207          | 0.0828                                | 0.5330                                      | 5.8425343e-08 | 941   |
| 1.0090     | 0.0829                           | 0.5686                                 | 1.0174          | 0.0834                                | 0.5306                                      | 5.8422042e-08 | 942   |
| 1.0104     | 0.0828                           | 0.5688                                 | 1.0186          | 0.0826                                | 0.5298                                      | 5.841874e-08  | 943   |
| 1.0111     | 0.0828                           | 0.5672                                 | 1.0255          | 0.0828                                | 0.5365                                      | 5.841543e-08  | 944   |
| 1.0107     | 0.0829                           | 0.5666                                 | 1.0207          | 0.0827                                | 0.5344                                      | 5.841212e-08  | 945   |
| 1.0098     | 0.0830                           | 0.5679                                 | 1.0254          | 0.0831                                | 0.5307                                      | 5.8408805e-08 | 946   |
| 1.0117     | 0.0828                           | 0.5684                                 | 1.0130          | 0.0836                                | 0.5368                                      | 5.8405487e-08 | 947   |
| 1.0123     | 0.0828                           | 0.5677                                 | 1.0202          | 0.0829                                | 0.5329                                      | 5.8402165e-08 | 948   |
| 1.0108     | 0.0828                           | 0.5662                                 | 1.0206          | 0.0833                                | 0.5328                                      | 5.839884e-08  | 949   |
| 1.0119     | 0.0829                           | 0.5663                                 | 1.0198          | 0.0828                                | 0.5365                                      | 5.839551e-08  | 950   |
| 1.0098     | 0.0828                           | 0.5675                                 | 1.0216          | 0.0830                                | 0.5331                                      | 5.8392178e-08 | 951   |
| 1.0088     | 0.0829                           | 0.5688                                 | 1.0227          | 0.0832                                | 0.5308                                      | 5.8388842e-08 | 952   |
| 1.0093     | 0.0829                           | 0.5679                                 | 1.0243          | 0.0827                                | 0.5349                                      | 5.8385503e-08 | 953   |
| 1.0094     | 0.0830                           | 0.5679                                 | 1.0204          | 0.0831                                | 0.5351                                      | 5.838216e-08  | 954   |
| 1.0110     | 0.0828                           | 0.5662                                 | 1.0168          | 0.0827                                | 0.5357                                      | 5.8378813e-08 | 955   |
| 1.0096     | 0.0829                           | 0.5683                                 | 1.0189          | 0.0830                                | 0.5350                                      | 5.8375466e-08 | 956   |
| 1.0102     | 0.0828                           | 0.5682                                 | 1.0244          | 0.0824                                | 0.5330                                      | 5.8372116e-08 | 957   |
| 1.0099     | 0.0829                           | 0.5681                                 | 1.0209          | 0.0827                                | 0.5340                                      | 5.8368762e-08 | 958   |
| 1.0090     | 0.0830                           | 0.5667                                 | 1.0236          | 0.0831                                | 0.5328                                      | 5.8365405e-08 | 959   |
| 1.0097     | 0.0829                           | 0.5681                                 | 1.0198          | 0.0833                                | 0.5354                                      | 5.8362044e-08 | 960   |
| 1.0107     | 0.0829                           | 0.5674                                 | 1.0175          | 0.0830                                | 0.5320                                      | 5.835868e-08  | 961   |
| 1.0095     | 0.0829                           | 0.5686                                 | 1.0182          | 0.0830                                | 0.5403                                      | 5.835531e-08  | 962   |
| 1.0094     | 0.0829                           | 0.5685                                 | 1.0214          | 0.0829                                | 0.5327                                      | 5.835194e-08  | 963   |
| 1.0100     | 0.0830                           | 0.5707                                 | 1.0175          | 0.0833                                | 0.5377                                      | 5.8348565e-08 | 964   |
| 1.0097     | 0.0829                           | 0.5684                                 | 1.0195          | 0.0830                                | 0.5381                                      | 5.8345186e-08 | 965   |
| 1.0089     | 0.0828                           | 0.5705                                 | 1.0194          | 0.0832                                | 0.5345                                      | 5.8341804e-08 | 966   |
| 1.0092     | 0.0829                           | 0.5679                                 | 1.0181          | 0.0829                                | 0.5298                                      | 5.833842e-08  | 967   |
| 1.0094     | 0.0829                           | 0.5682                                 | 1.0244          | 0.0828                                | 0.5303                                      | 5.833503e-08  | 968   |
| 1.0096     | 0.0829                           | 0.5672                                 | 1.0185          | 0.0830                                | 0.5369                                      | 5.8331636e-08 | 969   |
| 1.0102     | 0.0828                           | 0.5687                                 | 1.0234          | 0.0828                                | 0.5317                                      | 5.832824e-08  | 970   |
| 1.0102     | 0.0829                           | 0.5680                                 | 1.0233          | 0.0825                                | 0.5326                                      | 5.8324844e-08 | 971   |
| 1.0099     | 0.0829                           | 0.5688                                 | 1.0211          | 0.0834                                | 0.5378                                      | 5.8321444e-08 | 972   |
| 1.0093     | 0.0828                           | 0.5701                                 | 1.0172          | 0.0828                                | 0.5343                                      | 5.831804e-08  | 973   |
| 1.0102     | 0.0829                           | 0.5681                                 | 1.0240          | 0.0827                                | 0.5343                                      | 5.8314633e-08 | 974   |
| 1.0099     | 0.0829                           | 0.5691                                 | 1.0228          | 0.0830                                | 0.5331                                      | 5.8311223e-08 | 975   |
| 1.0097     | 0.0829                           | 0.5711                                 | 1.0222          | 0.0832                                | 0.5351                                      | 5.830781e-08  | 976   |
| 1.0104     | 0.0828                           | 0.5671                                 | 1.0163          | 0.0831                                | 0.5329                                      | 5.830439e-08  | 977   |
| 1.0105     | 0.0829                           | 0.5687                                 | 1.0217          | 0.0826                                | 0.5330                                      | 5.830097e-08  | 978   |
| 1.0095     | 0.0829                           | 0.5690                                 | 1.0223          | 0.0828                                | 0.5303                                      | 5.8297545e-08 | 979   |
| 1.0082     | 0.0829                           | 0.5710                                 | 1.0204          | 0.0836                                | 0.5330                                      | 5.8294116e-08 | 980   |
| 1.0097     | 0.0828                           | 0.5694                                 | 1.0209          | 0.0828                                | 0.5383                                      | 5.8290684e-08 | 981   |
| 1.0094     | 0.0828                           | 0.5688                                 | 1.0188          | 0.0831                                | 0.5329                                      | 5.828725e-08  | 982   |
| 1.0103     | 0.0828                           | 0.5699                                 | 1.0151          | 0.0830                                | 0.5366                                      | 5.828381e-08  | 983   |
| 1.0098     | 0.0828                           | 0.5690                                 | 1.0202          | 0.0833                                | 0.5317                                      | 5.8280367e-08 | 984   |
| 1.0097     | 0.0828                           | 0.5684                                 | 1.0210          | 0.0826                                | 0.5370                                      | 5.8276925e-08 | 985   |
| 1.0099     | 0.0829                           | 0.5696                                 | 1.0204          | 0.0826                                | 0.5349                                      | 5.827348e-08  | 986   |
| 1.0107     | 0.0828                           | 0.5681                                 | 1.0235          | 0.0832                                | 0.5326                                      | 5.827003e-08  | 987   |
| 1.0091     | 0.0829                           | 0.5680                                 | 1.0233          | 0.0831                                | 0.5356                                      | 5.8266576e-08 | 988   |
| 1.0092     | 0.0828                           | 0.5707                                 | 1.0202          | 0.0828                                | 0.5350                                      | 5.826312e-08  | 989   |
| 1.0100     | 0.0829                           | 0.5674                                 | 1.0197          | 0.0831                                | 0.5317                                      | 5.825966e-08  | 990   |
| 1.0096     | 0.0828                           | 0.5683                                 | 1.0209          | 0.0832                                | 0.5323                                      | 5.8256195e-08 | 991   |
| 1.0085     | 0.0828                           | 0.5706                                 | 1.0200          | 0.0830                                | 0.5305                                      | 5.8252727e-08 | 992   |
| 1.0090     | 0.0828                           | 0.5705                                 | 1.0219          | 0.0827                                | 0.5340                                      | 5.8249256e-08 | 993   |
| 1.0094     | 0.0829                           | 0.5690                                 | 1.0163          | 0.0830                                | 0.5337                                      | 5.824578e-08  | 994   |
| 1.0091     | 0.0830                           | 0.5687                                 | 1.0204          | 0.0836                                | 0.5351                                      | 5.8242303e-08 | 995   |
| 1.0085     | 0.0829                           | 0.5707                                 | 1.0233          | 0.0834                                | 0.5349                                      | 5.823882e-08  | 996   |
| 1.0084     | 0.0829                           | 0.5708                                 | 1.0193          | 0.0828                                | 0.5369                                      | 5.8235337e-08 | 997   |
| 1.0088     | 0.0829                           | 0.5697                                 | 1.0205          | 0.0830                                | 0.5298                                      | 5.823185e-08  | 998   |
| 1.0104     | 0.0828                           | 0.5682                                 | 1.0162          | 0.0833                                | 0.5335                                      | 5.8228363e-08 | 999   |
| 1.0088     | 0.0829                           | 0.5706                                 | 1.0183          | 0.0830                                | 0.5360                                      | 5.822487e-08  | 1000  |
| 1.0089     | 0.0830                           | 0.5697                                 | 1.0178          | 0.0833                                | 0.5387                                      | 5.8221374e-08 | 1001  |
| 1.0095     | 0.0829                           | 0.5703                                 | 1.0195          | 0.0828                                | 0.5318                                      | 5.8217875e-08 | 1002  |
| 1.0109     | 0.0828                           | 0.5686                                 | 1.0198          | 0.0828                                | 0.5319                                      | 5.8214372e-08 | 1003  |
| 1.0098     | 0.0828                           | 0.5691                                 | 1.0182          | 0.0828                                | 0.5340                                      | 5.8210865e-08 | 1004  |
| 1.0084     | 0.0829                           | 0.5687                                 | 1.0184          | 0.0831                                | 0.5338                                      | 5.8207355e-08 | 1005  |
| 1.0090     | 0.0828                           | 0.5710                                 | 1.0224          | 0.0831                                | 0.5341                                      | 5.820384e-08  | 1006  |
| 1.0087     | 0.0829                           | 0.5671                                 | 1.0200          | 0.0834                                | 0.5323                                      | 5.8200325e-08 | 1007  |
| 1.0091     | 0.0828                           | 0.5710                                 | 1.0235          | 0.0829                                | 0.5333                                      | 5.8196804e-08 | 1008  |
| 1.0086     | 0.0829                           | 0.5701                                 | 1.0241          | 0.0832                                | 0.5379                                      | 5.819328e-08  | 1009  |
| 1.0092     | 0.0828                           | 0.5703                                 | 1.0180          | 0.0830                                | 0.5396                                      | 5.818975e-08  | 1010  |
| 1.0098     | 0.0829                           | 0.5697                                 | 1.0211          | 0.0826                                | 0.5350                                      | 5.8186224e-08 | 1011  |
| 1.0088     | 0.0829                           | 0.5680                                 | 1.0231          | 0.0827                                | 0.5355                                      | 5.8182692e-08 | 1012  |
| 1.0090     | 0.0829                           | 0.5695                                 | 1.0177          | 0.0836                                | 0.5362                                      | 5.8179157e-08 | 1013  |
| 1.0084     | 0.0829                           | 0.5687                                 | 1.0219          | 0.0829                                | 0.5324                                      | 5.817562e-08  | 1014  |
| 1.0090     | 0.0828                           | 0.5692                                 | 1.0192          | 0.0833                                | 0.5374                                      | 5.8172077e-08 | 1015  |
| 1.0098     | 0.0830                           | 0.5700                                 | 1.0169          | 0.0832                                | 0.5358                                      | 5.816853e-08  | 1016  |
| 1.0100     | 0.0829                           | 0.5688                                 | 1.0204          | 0.0830                                | 0.5362                                      | 5.8164982e-08 | 1017  |
| 1.0088     | 0.0829                           | 0.5713                                 | 1.0159          | 0.0829                                | 0.5357                                      | 5.816143e-08  | 1018  |
| 1.0078     | 0.0829                           | 0.5701                                 | 1.0192          | 0.0827                                | 0.5424                                      | 5.8157873e-08 | 1019  |
| 1.0097     | 0.0828                           | 0.5690                                 | 1.0172          | 0.0831                                | 0.5390                                      | 5.8154313e-08 | 1020  |
| 1.0089     | 0.0829                           | 0.5714                                 | 1.0239          | 0.0830                                | 0.5367                                      | 5.815075e-08  | 1021  |
| 1.0079     | 0.0829                           | 0.5724                                 | 1.0208          | 0.0826                                | 0.5294                                      | 5.8147183e-08 | 1022  |
| 1.0089     | 0.0829                           | 0.5703                                 | 1.0169          | 0.0833                                | 0.5347                                      | 5.8143613e-08 | 1023  |
| 1.0089     | 0.0829                           | 0.5681                                 | 1.0186          | 0.0836                                | 0.5363                                      | 5.8140042e-08 | 1024  |
| 1.0096     | 0.0828                           | 0.5716                                 | 1.0268          | 0.0828                                | 0.5373                                      | 5.8136468e-08 | 1025  |
| 1.0089     | 0.0830                           | 0.5703                                 | 1.0208          | 0.0825                                | 0.5349                                      | 5.813289e-08  | 1026  |
| 1.0092     | 0.0829                           | 0.5713                                 | 1.0231          | 0.0831                                | 0.5291                                      | 5.812931e-08  | 1027  |
| 1.0080     | 0.0828                           | 0.5716                                 | 1.0204          | 0.0829                                | 0.5303                                      | 5.8125725e-08 | 1028  |
| 1.0087     | 0.0829                           | 0.5699                                 | 1.0193          | 0.0829                                | 0.5350                                      | 5.8122136e-08 | 1029  |
| 1.0080     | 0.0829                           | 0.5698                                 | 1.0189          | 0.0829                                | 0.5330                                      | 5.8118545e-08 | 1030  |
| 1.0083     | 0.0830                           | 0.5699                                 | 1.0186          | 0.0833                                | 0.5312                                      | 5.811495e-08  | 1031  |
| 1.0091     | 0.0829                           | 0.5712                                 | 1.0230          | 0.0828                                | 0.5389                                      | 5.811135e-08  | 1032  |
| 1.0090     | 0.0828                           | 0.5720                                 | 1.0200          | 0.0828                                | 0.5338                                      | 5.8107748e-08 | 1033  |
| 1.0084     | 0.0830                           | 0.5708                                 | 1.0206          | 0.0830                                | 0.5406                                      | 5.8104142e-08 | 1034  |
| 1.0085     | 0.0829                           | 0.5713                                 | 1.0221          | 0.0827                                | 0.5306                                      | 5.8100532e-08 | 1035  |
| 1.0070     | 0.0829                           | 0.5705                                 | 1.0272          | 0.0828                                | 0.5339                                      | 5.8096923e-08 | 1036  |
| 1.0080     | 0.0828                           | 0.5704                                 | 1.0262          | 0.0828                                | 0.5342                                      | 5.809331e-08  | 1037  |
| 1.0080     | 0.0829                           | 0.5700                                 | 1.0193          | 0.0828                                | 0.5364                                      | 5.8089693e-08 | 1038  |
| 1.0080     | 0.0829                           | 0.5720                                 | 1.0175          | 0.0832                                | 0.5356                                      | 5.8086073e-08 | 1039  |
| 1.0091     | 0.0826                           | 0.5713                                 | 1.0213          | 0.0832                                | 0.5348                                      | 5.808245e-08  | 1040  |
| 1.0079     | 0.0829                           | 0.5700                                 | 1.0222          | 0.0828                                | 0.5381                                      | 5.807882e-08  | 1041  |
| 1.0070     | 0.0829                           | 0.5710                                 | 1.0168          | 0.0837                                | 0.5366                                      | 5.807519e-08  | 1042  |
| 1.0086     | 0.0829                           | 0.5708                                 | 1.0227          | 0.0828                                | 0.5295                                      | 5.8071556e-08 | 1043  |
| 1.0096     | 0.0828                           | 0.5697                                 | 1.0220          | 0.0828                                | 0.5347                                      | 5.806792e-08  | 1044  |
| 1.0076     | 0.0828                           | 0.5705                                 | 1.0217          | 0.0827                                | 0.5373                                      | 5.8064277e-08 | 1045  |
| 1.0088     | 0.0829                           | 0.5701                                 | 1.0210          | 0.0830                                | 0.5327                                      | 5.8060632e-08 | 1046  |
| 1.0078     | 0.0830                           | 0.5715                                 | 1.0225          | 0.0827                                | 0.5318                                      | 5.8056983e-08 | 1047  |
| 1.0078     | 0.0829                           | 0.5714                                 | 1.0197          | 0.0833                                | 0.5342                                      | 5.8053335e-08 | 1048  |
| 1.0075     | 0.0829                           | 0.5715                                 | 1.0206          | 0.0833                                | 0.5317                                      | 5.8049682e-08 | 1049  |
| 1.0083     | 0.0830                           | 0.5702                                 | 1.0214          | 0.0833                                | 0.5356                                      | 5.8046027e-08 | 1050  |
| 1.0071     | 0.0829                           | 0.5707                                 | 1.0173          | 0.0830                                | 0.5317                                      | 5.8042367e-08 | 1051  |
| 1.0084     | 0.0829                           | 0.5721                                 | 1.0171          | 0.0835                                | 0.5365                                      | 5.8038705e-08 | 1052  |
| 1.0092     | 0.0829                           | 0.5713                                 | 1.0236          | 0.0825                                | 0.5404                                      | 5.8035038e-08 | 1053  |
| 1.0070     | 0.0829                           | 0.5710                                 | 1.0221          | 0.0828                                | 0.5373                                      | 5.8031368e-08 | 1054  |
| 1.0079     | 0.0829                           | 0.5708                                 | 1.0261          | 0.0824                                | 0.5362                                      | 5.8027695e-08 | 1055  |
| 1.0065     | 0.0828                           | 0.5736                                 | 1.0236          | 0.0833                                | 0.5294                                      | 5.8024018e-08 | 1056  |
| 1.0081     | 0.0829                           | 0.5705                                 | 1.0220          | 0.0828                                | 0.5366                                      | 5.8020337e-08 | 1057  |
| 1.0074     | 0.0829                           | 0.5710                                 | 1.0207          | 0.0829                                | 0.5401                                      | 5.8016653e-08 | 1058  |
| 1.0073     | 0.0829                           | 0.5716                                 | 1.0227          | 0.0828                                | 0.5330                                      | 5.8012965e-08 | 1059  |
| 1.0093     | 0.0828                           | 0.5698                                 | 1.0224          | 0.0829                                | 0.5333                                      | 5.8009277e-08 | 1060  |
| 1.0091     | 0.0827                           | 0.5712                                 | 1.0196          | 0.0830                                | 0.5360                                      | 5.8005586e-08 | 1061  |
| 1.0069     | 0.0829                           | 0.5719                                 | 1.0257          | 0.0830                                | 0.5410                                      | 5.800189e-08  | 1062  |
| 1.0068     | 0.0827                           | 0.5716                                 | 1.0211          | 0.0831                                | 0.5323                                      | 5.7998193e-08 | 1063  |
| 1.0081     | 0.0828                           | 0.5703                                 | 1.0195          | 0.0829                                | 0.5378                                      | 5.799449e-08  | 1064  |
| 1.0086     | 0.0830                           | 0.5710                                 | 1.0187          | 0.0831                                | 0.5348                                      | 5.7990786e-08 | 1065  |
| 1.0067     | 0.0828                           | 0.5714                                 | 1.0166          | 0.0829                                | 0.5295                                      | 5.7987076e-08 | 1066  |
| 1.0077     | 0.0829                           | 0.5714                                 | 1.0155          | 0.0836                                | 0.5320                                      | 5.7983364e-08 | 1067  |
| 1.0083     | 0.0828                           | 0.5714                                 | 1.0145          | 0.0833                                | 0.5353                                      | 5.7979648e-08 | 1068  |
| 1.0069     | 0.0829                           | 0.5719                                 | 1.0220          | 0.0826                                | 0.5357                                      | 5.7975928e-08 | 1069  |
| 1.0076     | 0.0829                           | 0.5729                                 | 1.0210          | 0.0834                                | 0.5376                                      | 5.7972205e-08 | 1070  |
| 1.0073     | 0.0829                           | 0.5725                                 | 1.0217          | 0.0825                                | 0.5360                                      | 5.7968478e-08 | 1071  |
| 1.0079     | 0.0829                           | 0.5722                                 | 1.0174          | 0.0829                                | 0.5363                                      | 5.796475e-08  | 1072  |
| 1.0072     | 0.0829                           | 0.5729                                 | 1.0217          | 0.0831                                | 0.5332                                      | 5.796102e-08  | 1073  |
| 1.0082     | 0.0828                           | 0.5721                                 | 1.0255          | 0.0827                                | 0.5376                                      | 5.7957287e-08 | 1074  |
| 1.0076     | 0.0828                           | 0.5742                                 | 1.0207          | 0.0831                                | 0.5331                                      | 5.795355e-08  | 1075  |
| 1.0076     | 0.0828                           | 0.5727                                 | 1.0225          | 0.0831                                | 0.5278                                      | 5.794981e-08  | 1076  |
| 1.0064     | 0.0828                           | 0.5732                                 | 1.0224          | 0.0832                                | 0.5332                                      | 5.7946064e-08 | 1077  |
| 1.0068     | 0.0830                           | 0.5712                                 | 1.0237          | 0.0831                                | 0.5342                                      | 5.7942316e-08 | 1078  |
| 1.0081     | 0.0829                           | 0.5688                                 | 1.0222          | 0.0830                                | 0.5318                                      | 5.7938564e-08 | 1079  |
| 1.0063     | 0.0829                           | 0.5725                                 | 1.0184          | 0.0830                                | 0.5318                                      | 5.793481e-08  | 1080  |
| 1.0076     | 0.0829                           | 0.5729                                 | 1.0197          | 0.0835                                | 0.5352                                      | 5.793105e-08  | 1081  |
| 1.0080     | 0.0829                           | 0.5732                                 | 1.0199          | 0.0833                                | 0.5364                                      | 5.7927288e-08 | 1082  |
| 1.0068     | 0.0828                           | 0.5714                                 | 1.0267          | 0.0831                                | 0.5327                                      | 5.7923526e-08 | 1083  |
| 1.0078     | 0.0829                           | 0.5719                                 | 1.0201          | 0.0828                                | 0.5394                                      | 5.791976e-08  | 1084  |
| 1.0091     | 0.0828                           | 0.5719                                 | 1.0193          | 0.0830                                | 0.5337                                      | 5.791599e-08  | 1085  |
| 1.0073     | 0.0829                           | 0.5716                                 | 1.0245          | 0.0838                                | 0.5335                                      | 5.7912217e-08 | 1086  |
| 1.0071     | 0.0828                           | 0.5732                                 | 1.0248          | 0.0828                                | 0.5293                                      | 5.790844e-08  | 1087  |
| 1.0075     | 0.0829                           | 0.5722                                 | 1.0198          | 0.0828                                | 0.5360                                      | 5.790466e-08  | 1088  |
| 1.0079     | 0.0828                           | 0.5733                                 | 1.0197          | 0.0832                                | 0.5330                                      | 5.7900877e-08 | 1089  |
| 1.0075     | 0.0829                           | 0.5726                                 | 1.0209          | 0.0831                                | 0.5344                                      | 5.789709e-08  | 1090  |
| 1.0066     | 0.0829                           | 0.5712                                 | 1.0195          | 0.0830                                | 0.5337                                      | 5.78933e-08   | 1091  |
| 1.0075     | 0.0830                           | 0.5724                                 | 1.0218          | 0.0829                                | 0.5356                                      | 5.7889505e-08 | 1092  |
| 1.0074     | 0.0830                           | 0.5721                                 | 1.0205          | 0.0832                                | 0.5332                                      | 5.7885707e-08 | 1093  |
| 1.0058     | 0.0829                           | 0.5746                                 | 1.0229          | 0.0831                                | 0.5315                                      | 5.788191e-08  | 1094  |
| 1.0075     | 0.0829                           | 0.5728                                 | 1.0229          | 0.0831                                | 0.5350                                      | 5.7878108e-08 | 1095  |
| 1.0065     | 0.0828                           | 0.5722                                 | 1.0183          | 0.0832                                | 0.5366                                      | 5.7874303e-08 | 1096  |
| 1.0062     | 0.0829                           | 0.5755                                 | 1.0167          | 0.0831                                | 0.5424                                      | 5.7870494e-08 | 1097  |
| 1.0073     | 0.0830                           | 0.5736                                 | 1.0170          | 0.0826                                | 0.5316                                      | 5.7866682e-08 | 1098  |
| 1.0062     | 0.0828                           | 0.5728                                 | 1.0248          | 0.0831                                | 0.5236                                      | 5.7862866e-08 | 1099  |


### Framework versions

- Transformers 4.28.0.dev0
- TensorFlow 2.9.1
- Datasets 2.8.0
- Tokenizers 0.13.2

{"tags": ["generated_from_keras_callback"], "model-index": [{"name": "Bert_1e_07a_6e_08b", "results": []}]}
transformers tf bert pretraining generated_from_keras_callback endpoints_compatible region:us
TAGS
#transformers #tf #bert #pretraining #generated_from_keras_callback #endpoints_compatible #region-us 

Bert\_1e\_07a\_6e\_08b
======================


This model is a fine-tuned version of guoluo/Bert\_1e\_07a on an unknown dataset.
It achieves the following results on the evaluation set:


* Train Loss: 1.0062
* Train Prediction Logits Accuracy: 0.0828
* Train Seq Relationship Logits Accuracy: 0.5728
* Validation Loss: 1.0248
* Validation Prediction Logits Accuracy: 0.0831
* Validation Seq Relationship Logits Accuracy: 0.5236
* Train Lr: 5.7862866e-08
* Epoch: 1099


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 5.7862866e-08, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32


### Training results



### Framework versions


* Transformers 4.28.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2



### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 5.7862866e-08, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.28.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2
TAGS
#transformers #tf #bert #pretraining #generated_from_keras_callback #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 5.7862866e-08, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.28.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2
TAGS
#transformers #tf #bert #pretraining #generated_from_keras_callback #endpoints_compatible #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 5.7862866e-08, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32### Training results### Framework versions


* Transformers 4.28.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2