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# Bert_1e_07a_1e_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: 0.9925
- Train Prediction Logits Accuracy: 0.0829
- Train Seq Relationship Logits Accuracy: 0.5939
- Validation Loss: 1.0325
- Validation Prediction Logits Accuracy: 0.0832
- Validation Seq Relationship Logits Accuracy: 0.5215
- Train Lr: 8.523482e-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': 8.523482e-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 |
|:----------:|:--------------------------------:|:--------------------------------------:|:---------------:|:-------------------------------------:|:-------------------------------------------:|:-------------:|:-----:|
| 1.0354     | 0.0826                           | 0.5312                                 | 1.0347          | 0.0830                                | 0.5185                                      | 9e-08         | 0     |
| 1.0356     | 0.0826                           | 0.5298                                 | 1.0322          | 0.0820                                | 0.5182                                      | 8.999999e-08  | 1     |
| 1.0339     | 0.0826                           | 0.5320                                 | 1.0326          | 0.0827                                | 0.5186                                      | 8.999998e-08  | 2     |
| 1.0340     | 0.0826                           | 0.5294                                 | 1.0268          | 0.0828                                | 0.5232                                      | 8.999996e-08  | 3     |
| 1.0341     | 0.0826                           | 0.5316                                 | 1.0272          | 0.0826                                | 0.5175                                      | 8.999992e-08  | 4     |
| 1.0343     | 0.0826                           | 0.5316                                 | 1.0282          | 0.0831                                | 0.5211                                      | 8.999988e-08  | 5     |
| 1.0354     | 0.0826                           | 0.5310                                 | 1.0286          | 0.0828                                | 0.5178                                      | 8.999983e-08  | 6     |
| 1.0348     | 0.0826                           | 0.5290                                 | 1.0308          | 0.0827                                | 0.5192                                      | 8.999977e-08  | 7     |
| 1.0350     | 0.0825                           | 0.5312                                 | 1.0234          | 0.0831                                | 0.5138                                      | 8.999971e-08  | 8     |
| 1.0348     | 0.0826                           | 0.5319                                 | 1.0311          | 0.0827                                | 0.5161                                      | 8.999964e-08  | 9     |
| 1.0341     | 0.0826                           | 0.5305                                 | 1.0268          | 0.0827                                | 0.5115                                      | 8.999956e-08  | 10    |
| 1.0341     | 0.0826                           | 0.5318                                 | 1.0304          | 0.0826                                | 0.5227                                      | 8.999947e-08  | 11    |
| 1.0339     | 0.0825                           | 0.5306                                 | 1.0334          | 0.0824                                | 0.5221                                      | 8.999937e-08  | 12    |
| 1.0331     | 0.0826                           | 0.5307                                 | 1.0276          | 0.0830                                | 0.5197                                      | 8.999926e-08  | 13    |
| 1.0335     | 0.0826                           | 0.5314                                 | 1.0287          | 0.0829                                | 0.5192                                      | 8.999915e-08  | 14    |
| 1.0335     | 0.0827                           | 0.5309                                 | 1.0272          | 0.0832                                | 0.5256                                      | 8.999903e-08  | 15    |
| 1.0324     | 0.0826                           | 0.5320                                 | 1.0291          | 0.0825                                | 0.5217                                      | 8.99989e-08   | 16    |
| 1.0326     | 0.0826                           | 0.5308                                 | 1.0283          | 0.0831                                | 0.5155                                      | 8.9998764e-08 | 17    |
| 1.0338     | 0.0826                           | 0.5308                                 | 1.0280          | 0.0829                                | 0.5191                                      | 8.9998615e-08 | 18    |
| 1.0337     | 0.0827                           | 0.5320                                 | 1.0293          | 0.0830                                | 0.5196                                      | 8.999846e-08  | 19    |
| 1.0332     | 0.0826                           | 0.5316                                 | 1.0256          | 0.0830                                | 0.5198                                      | 8.9998295e-08 | 20    |
| 1.0334     | 0.0826                           | 0.5321                                 | 1.0281          | 0.0824                                | 0.5188                                      | 8.9998125e-08 | 21    |
| 1.0326     | 0.0827                           | 0.5328                                 | 1.0309          | 0.0830                                | 0.5191                                      | 8.999795e-08  | 22    |
| 1.0339     | 0.0826                           | 0.5310                                 | 1.0334          | 0.0827                                | 0.5215                                      | 8.999776e-08  | 23    |
| 1.0320     | 0.0827                           | 0.5312                                 | 1.0317          | 0.0828                                | 0.5196                                      | 8.999757e-08  | 24    |
| 1.0334     | 0.0827                           | 0.5326                                 | 1.0344          | 0.0827                                | 0.5202                                      | 8.999737e-08  | 25    |
| 1.0332     | 0.0826                           | 0.5323                                 | 1.0278          | 0.0826                                | 0.5192                                      | 8.999716e-08  | 26    |
| 1.0322     | 0.0826                           | 0.5319                                 | 1.0280          | 0.0830                                | 0.5186                                      | 8.999694e-08  | 27    |
| 1.0333     | 0.0826                           | 0.5317                                 | 1.0287          | 0.0831                                | 0.5293                                      | 8.999671e-08  | 28    |
| 1.0337     | 0.0826                           | 0.5309                                 | 1.0252          | 0.0827                                | 0.5175                                      | 8.9996476e-08 | 29    |
| 1.0326     | 0.0827                           | 0.5316                                 | 1.0213          | 0.0832                                | 0.5244                                      | 8.9996234e-08 | 30    |
| 1.0323     | 0.0826                           | 0.5327                                 | 1.0237          | 0.0826                                | 0.5159                                      | 8.9995986e-08 | 31    |
| 1.0336     | 0.0826                           | 0.5327                                 | 1.0282          | 0.0831                                | 0.5171                                      | 8.999573e-08  | 32    |
| 1.0329     | 0.0825                           | 0.5312                                 | 1.0253          | 0.0831                                | 0.5235                                      | 8.999546e-08  | 33    |
| 1.0308     | 0.0826                           | 0.5333                                 | 1.0253          | 0.0827                                | 0.5230                                      | 8.999518e-08  | 34    |
| 1.0320     | 0.0825                           | 0.5322                                 | 1.0257          | 0.0831                                | 0.5214                                      | 8.99949e-08   | 35    |
| 1.0320     | 0.0828                           | 0.5308                                 | 1.0252          | 0.0829                                | 0.5192                                      | 8.999461e-08  | 36    |
| 1.0332     | 0.0827                           | 0.5318                                 | 1.0275          | 0.0826                                | 0.5236                                      | 8.999431e-08  | 37    |
| 1.0317     | 0.0827                           | 0.5328                                 | 1.0240          | 0.0827                                | 0.5240                                      | 8.9994e-08    | 38    |
| 1.0323     | 0.0828                           | 0.5326                                 | 1.0265          | 0.0826                                | 0.5238                                      | 8.999369e-08  | 39    |
| 1.0331     | 0.0826                           | 0.5316                                 | 1.0240          | 0.0830                                | 0.5166                                      | 8.9993364e-08 | 40    |
| 1.0306     | 0.0827                           | 0.5314                                 | 1.0244          | 0.0832                                | 0.5214                                      | 8.999303e-08  | 41    |
| 1.0319     | 0.0826                           | 0.5328                                 | 1.0225          | 0.0827                                | 0.5202                                      | 8.999269e-08  | 42    |
| 1.0324     | 0.0827                           | 0.5315                                 | 1.0254          | 0.0832                                | 0.5245                                      | 8.999234e-08  | 43    |
| 1.0330     | 0.0826                           | 0.5316                                 | 1.0283          | 0.0832                                | 0.5182                                      | 8.9991985e-08 | 44    |
| 1.0326     | 0.0826                           | 0.5326                                 | 1.0271          | 0.0828                                | 0.5179                                      | 8.999162e-08  | 45    |
| 1.0316     | 0.0826                           | 0.5319                                 | 1.0316          | 0.0826                                | 0.5218                                      | 8.9991254e-08 | 46    |
| 1.0322     | 0.0827                           | 0.5340                                 | 1.0292          | 0.0825                                | 0.5250                                      | 8.999087e-08  | 47    |
| 1.0331     | 0.0826                           | 0.5326                                 | 1.0310          | 0.0830                                | 0.5171                                      | 8.999048e-08  | 48    |
| 1.0313     | 0.0826                           | 0.5319                                 | 1.0241          | 0.0832                                | 0.5191                                      | 8.999008e-08  | 49    |
| 1.0317     | 0.0827                           | 0.5333                                 | 1.0276          | 0.0830                                | 0.5184                                      | 8.9989676e-08 | 50    |
| 1.0320     | 0.0827                           | 0.5346                                 | 1.0293          | 0.0825                                | 0.5228                                      | 8.9989264e-08 | 51    |
| 1.0322     | 0.0827                           | 0.5324                                 | 1.0254          | 0.0824                                | 0.5253                                      | 8.9988845e-08 | 52    |
| 1.0323     | 0.0826                           | 0.5331                                 | 1.0240          | 0.0828                                | 0.5199                                      | 8.998842e-08  | 53    |
| 1.0320     | 0.0827                           | 0.5332                                 | 1.0265          | 0.0828                                | 0.5167                                      | 8.998798e-08  | 54    |
| 1.0323     | 0.0826                           | 0.5329                                 | 1.0271          | 0.0826                                | 0.5212                                      | 8.998753e-08  | 55    |
| 1.0323     | 0.0826                           | 0.5337                                 | 1.0225          | 0.0828                                | 0.5260                                      | 8.9987076e-08 | 56    |
| 1.0317     | 0.0826                           | 0.5338                                 | 1.0258          | 0.0830                                | 0.5214                                      | 8.9986614e-08 | 57    |
| 1.0320     | 0.0827                           | 0.5339                                 | 1.0278          | 0.0827                                | 0.5171                                      | 8.9986145e-08 | 58    |
| 1.0317     | 0.0826                           | 0.5329                                 | 1.0273          | 0.0825                                | 0.5126                                      | 8.998567e-08  | 59    |
| 1.0305     | 0.0827                           | 0.5346                                 | 1.0263          | 0.0832                                | 0.5223                                      | 8.9985186e-08 | 60    |
| 1.0312     | 0.0827                           | 0.5326                                 | 1.0255          | 0.0828                                | 0.5221                                      | 8.998469e-08  | 61    |
| 1.0315     | 0.0827                           | 0.5329                                 | 1.0241          | 0.0830                                | 0.5209                                      | 8.9984184e-08 | 62    |
| 1.0310     | 0.0826                           | 0.5345                                 | 1.0283          | 0.0829                                | 0.5249                                      | 8.998367e-08  | 63    |
| 1.0301     | 0.0827                           | 0.5331                                 | 1.0231          | 0.0830                                | 0.5165                                      | 8.998315e-08  | 64    |
| 1.0313     | 0.0826                           | 0.5336                                 | 1.0270          | 0.0828                                | 0.5207                                      | 8.998263e-08  | 65    |
| 1.0306     | 0.0827                           | 0.5334                                 | 1.0198          | 0.0827                                | 0.5198                                      | 8.9982095e-08 | 66    |
| 1.0313     | 0.0826                           | 0.5336                                 | 1.0269          | 0.0827                                | 0.5203                                      | 8.9981555e-08 | 67    |
| 1.0305     | 0.0826                           | 0.5336                                 | 1.0226          | 0.0831                                | 0.5231                                      | 8.9981e-08    | 68    |
| 1.0300     | 0.0827                           | 0.5346                                 | 1.0243          | 0.0833                                | 0.5244                                      | 8.998044e-08  | 69    |
| 1.0315     | 0.0827                           | 0.5366                                 | 1.0270          | 0.0829                                | 0.5144                                      | 8.997987e-08  | 70    |
| 1.0307     | 0.0826                           | 0.5324                                 | 1.0270          | 0.0831                                | 0.5226                                      | 8.9979295e-08 | 71    |
| 1.0304     | 0.0827                           | 0.5324                                 | 1.0271          | 0.0829                                | 0.5241                                      | 8.997871e-08  | 72    |
| 1.0311     | 0.0826                           | 0.5324                                 | 1.0300          | 0.0826                                | 0.5224                                      | 8.997812e-08  | 73    |
| 1.0306     | 0.0827                           | 0.5366                                 | 1.0231          | 0.0833                                | 0.5186                                      | 8.9977526e-08 | 74    |
| 1.0305     | 0.0826                           | 0.5357                                 | 1.0249          | 0.0828                                | 0.5168                                      | 8.997692e-08  | 75    |
| 1.0309     | 0.0827                           | 0.5357                                 | 1.0272          | 0.0826                                | 0.5146                                      | 8.9976304e-08 | 76    |
| 1.0305     | 0.0827                           | 0.5337                                 | 1.0262          | 0.0830                                | 0.5272                                      | 8.997568e-08  | 77    |
| 1.0311     | 0.0827                           | 0.5360                                 | 1.0273          | 0.0830                                | 0.5210                                      | 8.9975046e-08 | 78    |
| 1.0312     | 0.0828                           | 0.5341                                 | 1.0244          | 0.0826                                | 0.5196                                      | 8.997441e-08  | 79    |
| 1.0293     | 0.0827                           | 0.5341                                 | 1.0250          | 0.0828                                | 0.5261                                      | 8.997376e-08  | 80    |
| 1.0304     | 0.0827                           | 0.5344                                 | 1.0280          | 0.0827                                | 0.5180                                      | 8.9973106e-08 | 81    |
| 1.0319     | 0.0826                           | 0.5350                                 | 1.0285          | 0.0829                                | 0.5211                                      | 8.9972445e-08 | 82    |
| 1.0303     | 0.0827                           | 0.5347                                 | 1.0188          | 0.0830                                | 0.5291                                      | 8.997177e-08  | 83    |
| 1.0298     | 0.0827                           | 0.5361                                 | 1.0231          | 0.0826                                | 0.5244                                      | 8.997109e-08  | 84    |
| 1.0307     | 0.0826                           | 0.5349                                 | 1.0300          | 0.0827                                | 0.5207                                      | 8.99704e-08   | 85    |
| 1.0313     | 0.0826                           | 0.5353                                 | 1.0235          | 0.0830                                | 0.5252                                      | 8.99697e-08   | 86    |
| 1.0295     | 0.0827                           | 0.5354                                 | 1.0266          | 0.0831                                | 0.5253                                      | 8.9969e-08    | 87    |
| 1.0304     | 0.0827                           | 0.5348                                 | 1.0252          | 0.0826                                | 0.5212                                      | 8.996829e-08  | 88    |
| 1.0303     | 0.0828                           | 0.5346                                 | 1.0196          | 0.0829                                | 0.5229                                      | 8.996757e-08  | 89    |
| 1.0303     | 0.0828                           | 0.5347                                 | 1.0281          | 0.0826                                | 0.5213                                      | 8.996684e-08  | 90    |
| 1.0299     | 0.0826                           | 0.5349                                 | 1.0222          | 0.0835                                | 0.5240                                      | 8.99661e-08   | 91    |
| 1.0310     | 0.0826                           | 0.5348                                 | 1.0320          | 0.0829                                | 0.5167                                      | 8.9965354e-08 | 92    |
| 1.0300     | 0.0827                           | 0.5351                                 | 1.0260          | 0.0831                                | 0.5205                                      | 8.99646e-08   | 93    |
| 1.0293     | 0.0827                           | 0.5368                                 | 1.0247          | 0.0829                                | 0.5171                                      | 8.996384e-08  | 94    |
| 1.0301     | 0.0826                           | 0.5374                                 | 1.0243          | 0.0833                                | 0.5203                                      | 8.996307e-08  | 95    |
| 1.0300     | 0.0826                           | 0.5351                                 | 1.0284          | 0.0827                                | 0.5234                                      | 8.99623e-08   | 96    |
| 1.0311     | 0.0826                           | 0.5357                                 | 1.0232          | 0.0831                                | 0.5251                                      | 8.996151e-08  | 97    |
| 1.0295     | 0.0828                           | 0.5360                                 | 1.0274          | 0.0825                                | 0.5313                                      | 8.9960714e-08 | 98    |
| 1.0294     | 0.0827                           | 0.5350                                 | 1.0220          | 0.0828                                | 0.5261                                      | 8.995991e-08  | 99    |
| 1.0300     | 0.0826                           | 0.5373                                 | 1.0252          | 0.0826                                | 0.5267                                      | 8.99591e-08   | 100   |
| 1.0286     | 0.0827                           | 0.5361                                 | 1.0256          | 0.0827                                | 0.5269                                      | 8.9958284e-08 | 101   |
| 1.0294     | 0.0827                           | 0.5343                                 | 1.0236          | 0.0833                                | 0.5190                                      | 8.995746e-08  | 102   |
| 1.0307     | 0.0827                           | 0.5344                                 | 1.0258          | 0.0832                                | 0.5251                                      | 8.995663e-08  | 103   |
| 1.0302     | 0.0827                           | 0.5368                                 | 1.0266          | 0.0822                                | 0.5282                                      | 8.995579e-08  | 104   |
| 1.0287     | 0.0827                           | 0.5366                                 | 1.0239          | 0.0833                                | 0.5272                                      | 8.995494e-08  | 105   |
| 1.0297     | 0.0826                           | 0.5365                                 | 1.0220          | 0.0832                                | 0.5245                                      | 8.995408e-08  | 106   |
| 1.0296     | 0.0827                           | 0.5361                                 | 1.0255          | 0.0830                                | 0.5217                                      | 8.995321e-08  | 107   |
| 1.0292     | 0.0827                           | 0.5360                                 | 1.0218          | 0.0827                                | 0.5234                                      | 8.995234e-08  | 108   |
| 1.0297     | 0.0826                           | 0.5385                                 | 1.0297          | 0.0827                                | 0.5238                                      | 8.9951456e-08 | 109   |
| 1.0285     | 0.0828                           | 0.5362                                 | 1.0265          | 0.0827                                | 0.5248                                      | 8.995057e-08  | 110   |
| 1.0286     | 0.0827                           | 0.5336                                 | 1.0248          | 0.0828                                | 0.5217                                      | 8.994967e-08  | 111   |
| 1.0285     | 0.0827                           | 0.5364                                 | 1.0231          | 0.0830                                | 0.5287                                      | 8.994876e-08  | 112   |
| 1.0293     | 0.0826                           | 0.5366                                 | 1.0231          | 0.0833                                | 0.5230                                      | 8.994785e-08  | 113   |
| 1.0292     | 0.0827                           | 0.5368                                 | 1.0287          | 0.0827                                | 0.5212                                      | 8.994692e-08  | 114   |
| 1.0280     | 0.0828                           | 0.5382                                 | 1.0209          | 0.0829                                | 0.5280                                      | 8.994599e-08  | 115   |
| 1.0295     | 0.0827                           | 0.5372                                 | 1.0269          | 0.0829                                | 0.5273                                      | 8.9945054e-08 | 116   |
| 1.0303     | 0.0827                           | 0.5371                                 | 1.0242          | 0.0828                                | 0.5249                                      | 8.994411e-08  | 117   |
| 1.0300     | 0.0826                           | 0.5375                                 | 1.0211          | 0.0832                                | 0.5248                                      | 8.994316e-08  | 118   |
| 1.0288     | 0.0827                           | 0.5370                                 | 1.0266          | 0.0832                                | 0.5179                                      | 8.994219e-08  | 119   |
| 1.0283     | 0.0827                           | 0.5367                                 | 1.0196          | 0.0832                                | 0.5211                                      | 8.994122e-08  | 120   |
| 1.0285     | 0.0827                           | 0.5372                                 | 1.0225          | 0.0831                                | 0.5267                                      | 8.994024e-08  | 121   |
| 1.0280     | 0.0827                           | 0.5371                                 | 1.0232          | 0.0827                                | 0.5222                                      | 8.993925e-08  | 122   |
| 1.0278     | 0.0826                           | 0.5377                                 | 1.0271          | 0.0832                                | 0.5253                                      | 8.9938254e-08 | 123   |
| 1.0288     | 0.0827                           | 0.5368                                 | 1.0272          | 0.0825                                | 0.5234                                      | 8.993725e-08  | 124   |
| 1.0277     | 0.0827                           | 0.5394                                 | 1.0218          | 0.0827                                | 0.5237                                      | 8.993624e-08  | 125   |
| 1.0294     | 0.0826                           | 0.5365                                 | 1.0226          | 0.0823                                | 0.5221                                      | 8.993522e-08  | 126   |
| 1.0277     | 0.0827                           | 0.5357                                 | 1.0273          | 0.0828                                | 0.5268                                      | 8.993419e-08  | 127   |
| 1.0279     | 0.0826                           | 0.5391                                 | 1.0217          | 0.0830                                | 0.5261                                      | 8.993315e-08  | 128   |
| 1.0284     | 0.0826                           | 0.5376                                 | 1.0238          | 0.0828                                | 0.5177                                      | 8.993211e-08  | 129   |
| 1.0284     | 0.0827                           | 0.5386                                 | 1.0270          | 0.0827                                | 0.5225                                      | 8.9931056e-08 | 130   |
| 1.0288     | 0.0826                           | 0.5376                                 | 1.0246          | 0.0826                                | 0.5232                                      | 8.993e-08     | 131   |
| 1.0286     | 0.0827                           | 0.5359                                 | 1.0233          | 0.0827                                | 0.5216                                      | 8.992893e-08  | 132   |
| 1.0286     | 0.0827                           | 0.5387                                 | 1.0248          | 0.0829                                | 0.5239                                      | 8.992786e-08  | 133   |
| 1.0285     | 0.0828                           | 0.5383                                 | 1.0277          | 0.0827                                | 0.5289                                      | 8.992677e-08  | 134   |
| 1.0280     | 0.0826                           | 0.5376                                 | 1.0255          | 0.0828                                | 0.5243                                      | 8.992568e-08  | 135   |
| 1.0283     | 0.0827                           | 0.5382                                 | 1.0229          | 0.0827                                | 0.5261                                      | 8.9924576e-08 | 136   |
| 1.0287     | 0.0827                           | 0.5371                                 | 1.0272          | 0.0830                                | 0.5253                                      | 8.992347e-08  | 137   |
| 1.0282     | 0.0828                           | 0.5369                                 | 1.0261          | 0.0830                                | 0.5224                                      | 8.992235e-08  | 138   |
| 1.0274     | 0.0828                           | 0.5383                                 | 1.0301          | 0.0827                                | 0.5204                                      | 8.992123e-08  | 139   |
| 1.0268     | 0.0828                           | 0.5380                                 | 1.0293          | 0.0827                                | 0.5281                                      | 8.99201e-08   | 140   |
| 1.0280     | 0.0828                           | 0.5378                                 | 1.0311          | 0.0828                                | 0.5272                                      | 8.9918956e-08 | 141   |
| 1.0280     | 0.0826                           | 0.5380                                 | 1.0232          | 0.0830                                | 0.5204                                      | 8.9917805e-08 | 142   |
| 1.0277     | 0.0827                           | 0.5382                                 | 1.0205          | 0.0831                                | 0.5295                                      | 8.991665e-08  | 143   |
| 1.0280     | 0.0827                           | 0.5386                                 | 1.0259          | 0.0826                                | 0.5323                                      | 8.991548e-08  | 144   |
| 1.0284     | 0.0826                           | 0.5384                                 | 1.0295          | 0.0830                                | 0.5205                                      | 8.991431e-08  | 145   |
| 1.0271     | 0.0828                           | 0.5379                                 | 1.0259          | 0.0829                                | 0.5206                                      | 8.991313e-08  | 146   |
| 1.0276     | 0.0828                           | 0.5379                                 | 1.0235          | 0.0830                                | 0.5240                                      | 8.991194e-08  | 147   |
| 1.0282     | 0.0827                           | 0.5392                                 | 1.0238          | 0.0826                                | 0.5264                                      | 8.991074e-08  | 148   |
| 1.0275     | 0.0828                           | 0.5382                                 | 1.0206          | 0.0829                                | 0.5217                                      | 8.9909534e-08 | 149   |
| 1.0283     | 0.0826                           | 0.5393                                 | 1.0251          | 0.0831                                | 0.5272                                      | 8.990832e-08  | 150   |
| 1.0269     | 0.0828                           | 0.5382                                 | 1.0267          | 0.0829                                | 0.5221                                      | 8.99071e-08   | 151   |
| 1.0277     | 0.0827                           | 0.5395                                 | 1.0257          | 0.0824                                | 0.5269                                      | 8.990587e-08  | 152   |
| 1.0272     | 0.0828                           | 0.5399                                 | 1.0249          | 0.0831                                | 0.5240                                      | 8.990463e-08  | 153   |
| 1.0280     | 0.0826                           | 0.5389                                 | 1.0248          | 0.0830                                | 0.5241                                      | 8.990339e-08  | 154   |
| 1.0274     | 0.0828                           | 0.5383                                 | 1.0270          | 0.0827                                | 0.5259                                      | 8.990213e-08  | 155   |
| 1.0275     | 0.0828                           | 0.5389                                 | 1.0233          | 0.0827                                | 0.5317                                      | 8.9900865e-08 | 156   |
| 1.0279     | 0.0827                           | 0.5398                                 | 1.0213          | 0.0829                                | 0.5249                                      | 8.989959e-08  | 157   |
| 1.0276     | 0.0827                           | 0.5378                                 | 1.0255          | 0.0830                                | 0.5249                                      | 8.9898315e-08 | 158   |
| 1.0283     | 0.0826                           | 0.5394                                 | 1.0242          | 0.0827                                | 0.5275                                      | 8.989703e-08  | 159   |
| 1.0271     | 0.0827                           | 0.5396                                 | 1.0295          | 0.0828                                | 0.5245                                      | 8.9895735e-08 | 160   |
| 1.0273     | 0.0827                           | 0.5384                                 | 1.0241          | 0.0829                                | 0.5235                                      | 8.9894435e-08 | 161   |
| 1.0272     | 0.0828                           | 0.5392                                 | 1.0238          | 0.0832                                | 0.5281                                      | 8.989313e-08  | 162   |
| 1.0288     | 0.0828                           | 0.5385                                 | 1.0275          | 0.0827                                | 0.5154                                      | 8.9891806e-08 | 163   |
| 1.0263     | 0.0828                           | 0.5404                                 | 1.0236          | 0.0829                                | 0.5259                                      | 8.989048e-08  | 164   |
| 1.0259     | 0.0828                           | 0.5402                                 | 1.0228          | 0.0831                                | 0.5300                                      | 8.988914e-08  | 165   |
| 1.0269     | 0.0826                           | 0.5391                                 | 1.0244          | 0.0826                                | 0.5248                                      | 8.98878e-08   | 166   |
| 1.0282     | 0.0826                           | 0.5396                                 | 1.0242          | 0.0832                                | 0.5280                                      | 8.988645e-08  | 167   |
| 1.0272     | 0.0827                           | 0.5408                                 | 1.0226          | 0.0832                                | 0.5301                                      | 8.988509e-08  | 168   |
| 1.0268     | 0.0828                           | 0.5397                                 | 1.0239          | 0.0829                                | 0.5224                                      | 8.988373e-08  | 169   |
| 1.0274     | 0.0828                           | 0.5388                                 | 1.0225          | 0.0827                                | 0.5240                                      | 8.988235e-08  | 170   |
| 1.0270     | 0.0827                           | 0.5391                                 | 1.0285          | 0.0830                                | 0.5251                                      | 8.988096e-08  | 171   |
| 1.0262     | 0.0829                           | 0.5399                                 | 1.0302          | 0.0826                                | 0.5313                                      | 8.987957e-08  | 172   |
| 1.0256     | 0.0828                           | 0.5414                                 | 1.0197          | 0.0829                                | 0.5237                                      | 8.987817e-08  | 173   |
| 1.0263     | 0.0828                           | 0.5407                                 | 1.0218          | 0.0832                                | 0.5266                                      | 8.9876764e-08 | 174   |
| 1.0270     | 0.0828                           | 0.5400                                 | 1.0240          | 0.0828                                | 0.5241                                      | 8.987535e-08  | 175   |
| 1.0264     | 0.0828                           | 0.5404                                 | 1.0234          | 0.0828                                | 0.5292                                      | 8.987393e-08  | 176   |
| 1.0274     | 0.0827                           | 0.5392                                 | 1.0216          | 0.0824                                | 0.5318                                      | 8.98725e-08   | 177   |
| 1.0253     | 0.0827                           | 0.5408                                 | 1.0231          | 0.0830                                | 0.5279                                      | 8.987106e-08  | 178   |
| 1.0259     | 0.0827                           | 0.5404                                 | 1.0199          | 0.0831                                | 0.5216                                      | 8.986961e-08  | 179   |
| 1.0264     | 0.0827                           | 0.5402                                 | 1.0257          | 0.0826                                | 0.5260                                      | 8.986815e-08  | 180   |
| 1.0265     | 0.0827                           | 0.5405                                 | 1.0197          | 0.0826                                | 0.5203                                      | 8.986669e-08  | 181   |
| 1.0272     | 0.0827                           | 0.5412                                 | 1.0240          | 0.0830                                | 0.5295                                      | 8.986522e-08  | 182   |
| 1.0263     | 0.0828                           | 0.5395                                 | 1.0230          | 0.0832                                | 0.5267                                      | 8.986374e-08  | 183   |
| 1.0250     | 0.0828                           | 0.5407                                 | 1.0210          | 0.0830                                | 0.5276                                      | 8.9862255e-08 | 184   |
| 1.0269     | 0.0827                           | 0.5405                                 | 1.0263          | 0.0828                                | 0.5269                                      | 8.9860755e-08 | 185   |
| 1.0261     | 0.0827                           | 0.5394                                 | 1.0294          | 0.0828                                | 0.5299                                      | 8.985925e-08  | 186   |
| 1.0260     | 0.0826                           | 0.5418                                 | 1.0277          | 0.0826                                | 0.5223                                      | 8.9857735e-08 | 187   |
| 1.0271     | 0.0827                           | 0.5416                                 | 1.0225          | 0.0827                                | 0.5260                                      | 8.9856215e-08 | 188   |
| 1.0267     | 0.0828                           | 0.5416                                 | 1.0248          | 0.0827                                | 0.5251                                      | 8.985469e-08  | 189   |
| 1.0251     | 0.0827                           | 0.5423                                 | 1.0234          | 0.0830                                | 0.5306                                      | 8.985315e-08  | 190   |
| 1.0256     | 0.0828                           | 0.5400                                 | 1.0208          | 0.0830                                | 0.5254                                      | 8.985161e-08  | 191   |
| 1.0259     | 0.0828                           | 0.5401                                 | 1.0230          | 0.0828                                | 0.5251                                      | 8.9850055e-08 | 192   |
| 1.0269     | 0.0827                           | 0.5414                                 | 1.0210          | 0.0828                                | 0.5262                                      | 8.984849e-08  | 193   |
| 1.0254     | 0.0828                           | 0.5408                                 | 1.0240          | 0.0828                                | 0.5252                                      | 8.984692e-08  | 194   |
| 1.0267     | 0.0827                           | 0.5420                                 | 1.0259          | 0.0831                                | 0.5242                                      | 8.9845344e-08 | 195   |
| 1.0268     | 0.0827                           | 0.5407                                 | 1.0242          | 0.0832                                | 0.5274                                      | 8.984376e-08  | 196   |
| 1.0268     | 0.0827                           | 0.5412                                 | 1.0220          | 0.0833                                | 0.5355                                      | 8.984217e-08  | 197   |
| 1.0261     | 0.0828                           | 0.5418                                 | 1.0240          | 0.0834                                | 0.5262                                      | 8.984057e-08  | 198   |
| 1.0260     | 0.0827                           | 0.5414                                 | 1.0254          | 0.0828                                | 0.5313                                      | 8.983896e-08  | 199   |
| 1.0260     | 0.0827                           | 0.5428                                 | 1.0243          | 0.0829                                | 0.5218                                      | 8.983734e-08  | 200   |
| 1.0261     | 0.0828                           | 0.5420                                 | 1.0262          | 0.0832                                | 0.5286                                      | 8.9835716e-08 | 201   |
| 1.0250     | 0.0827                           | 0.5433                                 | 1.0266          | 0.0827                                | 0.5284                                      | 8.983408e-08  | 202   |
| 1.0268     | 0.0827                           | 0.5422                                 | 1.0213          | 0.0828                                | 0.5306                                      | 8.983244e-08  | 203   |
| 1.0250     | 0.0828                           | 0.5422                                 | 1.0245          | 0.0828                                | 0.5275                                      | 8.983079e-08  | 204   |
| 1.0255     | 0.0828                           | 0.5420                                 | 1.0203          | 0.0830                                | 0.5241                                      | 8.9829136e-08 | 205   |
| 1.0261     | 0.0827                           | 0.5422                                 | 1.0275          | 0.0825                                | 0.5267                                      | 8.982747e-08  | 206   |
| 1.0260     | 0.0827                           | 0.5412                                 | 1.0222          | 0.0832                                | 0.5254                                      | 8.98258e-08   | 207   |
| 1.0255     | 0.0827                           | 0.5423                                 | 1.0206          | 0.0830                                | 0.5279                                      | 8.982411e-08  | 208   |
| 1.0254     | 0.0827                           | 0.5419                                 | 1.0227          | 0.0828                                | 0.5291                                      | 8.982242e-08  | 209   |
| 1.0253     | 0.0828                           | 0.5422                                 | 1.0264          | 0.0832                                | 0.5217                                      | 8.982072e-08  | 210   |
| 1.0259     | 0.0828                           | 0.5425                                 | 1.0205          | 0.0831                                | 0.5305                                      | 8.981902e-08  | 211   |
| 1.0256     | 0.0828                           | 0.5420                                 | 1.0158          | 0.0833                                | 0.5275                                      | 8.9817306e-08 | 212   |
| 1.0250     | 0.0827                           | 0.5441                                 | 1.0222          | 0.0825                                | 0.5250                                      | 8.9815586e-08 | 213   |
| 1.0258     | 0.0828                           | 0.5431                                 | 1.0218          | 0.0827                                | 0.5272                                      | 8.981386e-08  | 214   |
| 1.0239     | 0.0828                           | 0.5443                                 | 1.0268          | 0.0829                                | 0.5251                                      | 8.981212e-08  | 215   |
| 1.0247     | 0.0828                           | 0.5444                                 | 1.0196          | 0.0832                                | 0.5264                                      | 8.981037e-08  | 216   |
| 1.0262     | 0.0828                           | 0.5421                                 | 1.0193          | 0.0828                                | 0.5254                                      | 8.9808616e-08 | 217   |
| 1.0250     | 0.0827                           | 0.5441                                 | 1.0238          | 0.0830                                | 0.5290                                      | 8.980685e-08  | 218   |
| 1.0258     | 0.0827                           | 0.5438                                 | 1.0271          | 0.0825                                | 0.5298                                      | 8.9805084e-08 | 219   |
| 1.0255     | 0.0828                           | 0.5413                                 | 1.0180          | 0.0830                                | 0.5267                                      | 8.980331e-08  | 220   |
| 1.0255     | 0.0827                           | 0.5428                                 | 1.0280          | 0.0830                                | 0.5228                                      | 8.9801524e-08 | 221   |
| 1.0258     | 0.0828                           | 0.5420                                 | 1.0221          | 0.0826                                | 0.5289                                      | 8.979973e-08  | 222   |
| 1.0248     | 0.0828                           | 0.5441                                 | 1.0237          | 0.0830                                | 0.5297                                      | 8.979792e-08  | 223   |
| 1.0242     | 0.0828                           | 0.5443                                 | 1.0203          | 0.0831                                | 0.5331                                      | 8.979611e-08  | 224   |
| 1.0260     | 0.0827                           | 0.5426                                 | 1.0284          | 0.0826                                | 0.5269                                      | 8.979429e-08  | 225   |
| 1.0251     | 0.0827                           | 0.5437                                 | 1.0266          | 0.0827                                | 0.5294                                      | 8.9792465e-08 | 226   |
| 1.0243     | 0.0827                           | 0.5445                                 | 1.0205          | 0.0830                                | 0.5286                                      | 8.979063e-08  | 227   |
| 1.0237     | 0.0828                           | 0.5441                                 | 1.0200          | 0.0828                                | 0.5286                                      | 8.978879e-08  | 228   |
| 1.0236     | 0.0828                           | 0.5438                                 | 1.0224          | 0.0829                                | 0.5343                                      | 8.9786944e-08 | 229   |
| 1.0240     | 0.0828                           | 0.5431                                 | 1.0215          | 0.0830                                | 0.5312                                      | 8.978508e-08  | 230   |
| 1.0246     | 0.0828                           | 0.5438                                 | 1.0222          | 0.0831                                | 0.5229                                      | 8.9783214e-08 | 231   |
| 1.0246     | 0.0827                           | 0.5436                                 | 1.0206          | 0.0829                                | 0.5256                                      | 8.978134e-08  | 232   |
| 1.0232     | 0.0827                           | 0.5455                                 | 1.0243          | 0.0829                                | 0.5279                                      | 8.9779455e-08 | 233   |
| 1.0246     | 0.0827                           | 0.5433                                 | 1.0181          | 0.0833                                | 0.5327                                      | 8.9777565e-08 | 234   |
| 1.0248     | 0.0828                           | 0.5430                                 | 1.0270          | 0.0830                                | 0.5298                                      | 8.977567e-08  | 235   |
| 1.0251     | 0.0827                           | 0.5454                                 | 1.0240          | 0.0830                                | 0.5248                                      | 8.977376e-08  | 236   |
| 1.0251     | 0.0828                           | 0.5433                                 | 1.0260          | 0.0827                                | 0.5269                                      | 8.977185e-08  | 237   |
| 1.0235     | 0.0826                           | 0.5447                                 | 1.0207          | 0.0826                                | 0.5267                                      | 8.976993e-08  | 238   |
| 1.0230     | 0.0828                           | 0.5462                                 | 1.0258          | 0.0826                                | 0.5335                                      | 8.9767994e-08 | 239   |
| 1.0242     | 0.0829                           | 0.5453                                 | 1.0243          | 0.0828                                | 0.5286                                      | 8.9766054e-08 | 240   |
| 1.0253     | 0.0827                           | 0.5432                                 | 1.0254          | 0.0827                                | 0.5299                                      | 8.976411e-08  | 241   |
| 1.0239     | 0.0829                           | 0.5451                                 | 1.0201          | 0.0833                                | 0.5291                                      | 8.976215e-08  | 242   |
| 1.0251     | 0.0828                           | 0.5454                                 | 1.0253          | 0.0826                                | 0.5252                                      | 8.976019e-08  | 243   |
| 1.0233     | 0.0827                           | 0.5444                                 | 1.0220          | 0.0830                                | 0.5301                                      | 8.9758224e-08 | 244   |
| 1.0246     | 0.0827                           | 0.5449                                 | 1.0196          | 0.0827                                | 0.5366                                      | 8.975624e-08  | 245   |
| 1.0238     | 0.0826                           | 0.5449                                 | 1.0211          | 0.0825                                | 0.5314                                      | 8.975425e-08  | 246   |
| 1.0248     | 0.0828                           | 0.5444                                 | 1.0263          | 0.0830                                | 0.5279                                      | 8.9752255e-08 | 247   |
| 1.0243     | 0.0828                           | 0.5450                                 | 1.0243          | 0.0829                                | 0.5268                                      | 8.975025e-08  | 248   |
| 1.0231     | 0.0827                           | 0.5447                                 | 1.0196          | 0.0828                                | 0.5243                                      | 8.974824e-08  | 249   |
| 1.0234     | 0.0828                           | 0.5444                                 | 1.0191          | 0.0827                                | 0.5316                                      | 8.974622e-08  | 250   |
| 1.0235     | 0.0826                           | 0.5445                                 | 1.0243          | 0.0829                                | 0.5267                                      | 8.97442e-08   | 251   |
| 1.0244     | 0.0828                           | 0.5443                                 | 1.0203          | 0.0827                                | 0.5294                                      | 8.9742166e-08 | 252   |
| 1.0228     | 0.0828                           | 0.5444                                 | 1.0267          | 0.0826                                | 0.5313                                      | 8.974012e-08  | 253   |
| 1.0232     | 0.0827                           | 0.5442                                 | 1.0251          | 0.0830                                | 0.5223                                      | 8.9738066e-08 | 254   |
| 1.0232     | 0.0828                           | 0.5457                                 | 1.0218          | 0.0828                                | 0.5272                                      | 8.9736005e-08 | 255   |
| 1.0240     | 0.0827                           | 0.5453                                 | 1.0232          | 0.0826                                | 0.5280                                      | 8.973394e-08  | 256   |
| 1.0245     | 0.0827                           | 0.5448                                 | 1.0261          | 0.0827                                | 0.5299                                      | 8.973186e-08  | 257   |
| 1.0244     | 0.0827                           | 0.5455                                 | 1.0284          | 0.0826                                | 0.5239                                      | 8.972978e-08  | 258   |
| 1.0232     | 0.0828                           | 0.5452                                 | 1.0267          | 0.0827                                | 0.5272                                      | 8.972769e-08  | 259   |
| 1.0222     | 0.0828                           | 0.5457                                 | 1.0242          | 0.0833                                | 0.5281                                      | 8.9725596e-08 | 260   |
| 1.0243     | 0.0828                           | 0.5457                                 | 1.0205          | 0.0829                                | 0.5316                                      | 8.9723486e-08 | 261   |
| 1.0232     | 0.0828                           | 0.5448                                 | 1.0262          | 0.0828                                | 0.5289                                      | 8.972137e-08  | 262   |
| 1.0248     | 0.0827                           | 0.5454                                 | 1.0258          | 0.0828                                | 0.5294                                      | 8.9719244e-08 | 263   |
| 1.0240     | 0.0827                           | 0.5445                                 | 1.0215          | 0.0829                                | 0.5355                                      | 8.971711e-08  | 264   |
| 1.0239     | 0.0827                           | 0.5435                                 | 1.0276          | 0.0830                                | 0.5338                                      | 8.971497e-08  | 265   |
| 1.0238     | 0.0828                           | 0.5463                                 | 1.0222          | 0.0828                                | 0.5257                                      | 8.971283e-08  | 266   |
| 1.0232     | 0.0827                           | 0.5457                                 | 1.0220          | 0.0830                                | 0.5363                                      | 8.9710674e-08 | 267   |
| 1.0226     | 0.0828                           | 0.5467                                 | 1.0201          | 0.0831                                | 0.5214                                      | 8.970851e-08  | 268   |
| 1.0233     | 0.0827                           | 0.5456                                 | 1.0249          | 0.0829                                | 0.5225                                      | 8.970633e-08  | 269   |
| 1.0227     | 0.0828                           | 0.5473                                 | 1.0212          | 0.0830                                | 0.5214                                      | 8.970415e-08  | 270   |
| 1.0232     | 0.0828                           | 0.5476                                 | 1.0206          | 0.0833                                | 0.5288                                      | 8.970196e-08  | 271   |
| 1.0229     | 0.0828                           | 0.5447                                 | 1.0241          | 0.0829                                | 0.5301                                      | 8.969977e-08  | 272   |
| 1.0236     | 0.0827                           | 0.5428                                 | 1.0244          | 0.0828                                | 0.5249                                      | 8.9697565e-08 | 273   |
| 1.0228     | 0.0828                           | 0.5468                                 | 1.0215          | 0.0830                                | 0.5317                                      | 8.9695355e-08 | 274   |
| 1.0227     | 0.0828                           | 0.5456                                 | 1.0241          | 0.0830                                | 0.5252                                      | 8.969314e-08  | 275   |
| 1.0228     | 0.0828                           | 0.5450                                 | 1.0245          | 0.0827                                | 0.5290                                      | 8.969091e-08  | 276   |
| 1.0233     | 0.0828                           | 0.5462                                 | 1.0256          | 0.0828                                | 0.5284                                      | 8.968867e-08  | 277   |
| 1.0239     | 0.0828                           | 0.5469                                 | 1.0184          | 0.0832                                | 0.5367                                      | 8.9686424e-08 | 278   |
| 1.0213     | 0.0828                           | 0.5479                                 | 1.0286          | 0.0828                                | 0.5335                                      | 8.968417e-08  | 279   |
| 1.0235     | 0.0830                           | 0.5458                                 | 1.0219          | 0.0828                                | 0.5316                                      | 8.968191e-08  | 280   |
| 1.0232     | 0.0828                           | 0.5473                                 | 1.0192          | 0.0829                                | 0.5336                                      | 8.9679645e-08 | 281   |
| 1.0228     | 0.0828                           | 0.5463                                 | 1.0240          | 0.0830                                | 0.5254                                      | 8.967737e-08  | 282   |
| 1.0220     | 0.0828                           | 0.5472                                 | 1.0241          | 0.0831                                | 0.5272                                      | 8.967509e-08  | 283   |
| 1.0225     | 0.0828                           | 0.5468                                 | 1.0213          | 0.0828                                | 0.5287                                      | 8.9672795e-08 | 284   |
| 1.0210     | 0.0829                           | 0.5467                                 | 1.0178          | 0.0829                                | 0.5260                                      | 8.967049e-08  | 285   |
| 1.0229     | 0.0828                           | 0.5459                                 | 1.0214          | 0.0830                                | 0.5311                                      | 8.9668184e-08 | 286   |
| 1.0228     | 0.0828                           | 0.5467                                 | 1.0198          | 0.0832                                | 0.5295                                      | 8.966587e-08  | 287   |
| 1.0234     | 0.0828                           | 0.5454                                 | 1.0191          | 0.0828                                | 0.5282                                      | 8.9663544e-08 | 288   |
| 1.0219     | 0.0828                           | 0.5474                                 | 1.0140          | 0.0830                                | 0.5344                                      | 8.9661214e-08 | 289   |
| 1.0217     | 0.0829                           | 0.5456                                 | 1.0216          | 0.0832                                | 0.5325                                      | 8.9658876e-08 | 290   |
| 1.0237     | 0.0828                           | 0.5473                                 | 1.0264          | 0.0829                                | 0.5320                                      | 8.965653e-08  | 291   |
| 1.0222     | 0.0829                           | 0.5465                                 | 1.0232          | 0.0828                                | 0.5311                                      | 8.965417e-08  | 292   |
| 1.0215     | 0.0828                           | 0.5469                                 | 1.0239          | 0.0827                                | 0.5253                                      | 8.9651806e-08 | 293   |
| 1.0208     | 0.0828                           | 0.5483                                 | 1.0229          | 0.0828                                | 0.5300                                      | 8.964943e-08  | 294   |
| 1.0213     | 0.0828                           | 0.5463                                 | 1.0214          | 0.0831                                | 0.5266                                      | 8.964705e-08  | 295   |
| 1.0217     | 0.0828                           | 0.5468                                 | 1.0187          | 0.0832                                | 0.5324                                      | 8.9644665e-08 | 296   |
| 1.0235     | 0.0828                           | 0.5471                                 | 1.0214          | 0.0833                                | 0.5277                                      | 8.964227e-08  | 297   |
| 1.0228     | 0.0828                           | 0.5464                                 | 1.0265          | 0.0828                                | 0.5285                                      | 8.963987e-08  | 298   |
| 1.0213     | 0.0828                           | 0.5479                                 | 1.0206          | 0.0836                                | 0.5315                                      | 8.963746e-08  | 299   |
| 1.0222     | 0.0828                           | 0.5486                                 | 1.0212          | 0.0831                                | 0.5301                                      | 8.963504e-08  | 300   |
| 1.0218     | 0.0827                           | 0.5485                                 | 1.0160          | 0.0828                                | 0.5273                                      | 8.963261e-08  | 301   |
| 1.0207     | 0.0828                           | 0.5479                                 | 1.0196          | 0.0834                                | 0.5335                                      | 8.963017e-08  | 302   |
| 1.0217     | 0.0828                           | 0.5488                                 | 1.0253          | 0.0831                                | 0.5369                                      | 8.9627726e-08 | 303   |
| 1.0209     | 0.0828                           | 0.5483                                 | 1.0189          | 0.0831                                | 0.5347                                      | 8.9625274e-08 | 304   |
| 1.0217     | 0.0828                           | 0.5506                                 | 1.0246          | 0.0830                                | 0.5298                                      | 8.9622816e-08 | 305   |
| 1.0232     | 0.0828                           | 0.5490                                 | 1.0179          | 0.0830                                | 0.5294                                      | 8.962035e-08  | 306   |
| 1.0217     | 0.0829                           | 0.5477                                 | 1.0203          | 0.0828                                | 0.5313                                      | 8.961788e-08  | 307   |
| 1.0206     | 0.0829                           | 0.5468                                 | 1.0226          | 0.0832                                | 0.5317                                      | 8.961539e-08  | 308   |
| 1.0223     | 0.0827                           | 0.5489                                 | 1.0215          | 0.0827                                | 0.5275                                      | 8.96129e-08   | 309   |
| 1.0217     | 0.0828                           | 0.5482                                 | 1.0237          | 0.0830                                | 0.5317                                      | 8.9610396e-08 | 310   |
| 1.0218     | 0.0828                           | 0.5486                                 | 1.0252          | 0.0826                                | 0.5316                                      | 8.960789e-08  | 311   |
| 1.0215     | 0.0827                           | 0.5484                                 | 1.0217          | 0.0827                                | 0.5332                                      | 8.960537e-08  | 312   |
| 1.0216     | 0.0828                           | 0.5480                                 | 1.0206          | 0.0827                                | 0.5366                                      | 8.960285e-08  | 313   |
| 1.0211     | 0.0828                           | 0.5499                                 | 1.0187          | 0.0829                                | 0.5318                                      | 8.960032e-08  | 314   |
| 1.0208     | 0.0828                           | 0.5483                                 | 1.0203          | 0.0831                                | 0.5356                                      | 8.959778e-08  | 315   |
| 1.0230     | 0.0827                           | 0.5483                                 | 1.0217          | 0.0827                                | 0.5292                                      | 8.959523e-08  | 316   |
| 1.0204     | 0.0829                           | 0.5484                                 | 1.0242          | 0.0829                                | 0.5292                                      | 8.9592675e-08 | 317   |
| 1.0216     | 0.0829                           | 0.5496                                 | 1.0216          | 0.0835                                | 0.5252                                      | 8.959011e-08  | 318   |
| 1.0216     | 0.0828                           | 0.5479                                 | 1.0166          | 0.0826                                | 0.5333                                      | 8.958754e-08  | 319   |
| 1.0212     | 0.0827                           | 0.5488                                 | 1.0206          | 0.0832                                | 0.5304                                      | 8.958496e-08  | 320   |
| 1.0205     | 0.0828                           | 0.5494                                 | 1.0201          | 0.0830                                | 0.5262                                      | 8.958237e-08  | 321   |
| 1.0221     | 0.0827                           | 0.5498                                 | 1.0187          | 0.0829                                | 0.5294                                      | 8.957978e-08  | 322   |
| 1.0213     | 0.0828                           | 0.5502                                 | 1.0213          | 0.0834                                | 0.5263                                      | 8.957718e-08  | 323   |
| 1.0210     | 0.0828                           | 0.5482                                 | 1.0231          | 0.0829                                | 0.5295                                      | 8.957456e-08  | 324   |
| 1.0214     | 0.0828                           | 0.5485                                 | 1.0193          | 0.0829                                | 0.5319                                      | 8.957194e-08  | 325   |
| 1.0195     | 0.0828                           | 0.5489                                 | 1.0217          | 0.0830                                | 0.5320                                      | 8.956931e-08  | 326   |
| 1.0208     | 0.0827                           | 0.5492                                 | 1.0190          | 0.0829                                | 0.5306                                      | 8.9566676e-08 | 327   |
| 1.0207     | 0.0827                           | 0.5497                                 | 1.0145          | 0.0831                                | 0.5350                                      | 8.956403e-08  | 328   |
| 1.0198     | 0.0828                           | 0.5500                                 | 1.0252          | 0.0829                                | 0.5401                                      | 8.956138e-08  | 329   |
| 1.0209     | 0.0828                           | 0.5505                                 | 1.0210          | 0.0830                                | 0.5336                                      | 8.9558725e-08 | 330   |
| 1.0210     | 0.0828                           | 0.5504                                 | 1.0214          | 0.0830                                | 0.5262                                      | 8.955606e-08  | 331   |
| 1.0201     | 0.0829                           | 0.5496                                 | 1.0222          | 0.0830                                | 0.5320                                      | 8.955338e-08  | 332   |
| 1.0194     | 0.0828                           | 0.5497                                 | 1.0200          | 0.0829                                | 0.5332                                      | 8.9550696e-08 | 333   |
| 1.0201     | 0.0828                           | 0.5511                                 | 1.0208          | 0.0827                                | 0.5303                                      | 8.9548e-08    | 334   |
| 1.0214     | 0.0828                           | 0.5492                                 | 1.0225          | 0.0829                                | 0.5254                                      | 8.95453e-08   | 335   |
| 1.0197     | 0.0828                           | 0.5504                                 | 1.0169          | 0.0829                                | 0.5317                                      | 8.9542596e-08 | 336   |
| 1.0210     | 0.0828                           | 0.5473                                 | 1.0287          | 0.0827                                | 0.5263                                      | 8.953988e-08  | 337   |
| 1.0225     | 0.0828                           | 0.5499                                 | 1.0219          | 0.0831                                | 0.5281                                      | 8.953716e-08  | 338   |
| 1.0204     | 0.0828                           | 0.5491                                 | 1.0201          | 0.0834                                | 0.5297                                      | 8.953443e-08  | 339   |
| 1.0211     | 0.0828                           | 0.5503                                 | 1.0223          | 0.0830                                | 0.5326                                      | 8.953169e-08  | 340   |
| 1.0198     | 0.0827                           | 0.5500                                 | 1.0234          | 0.0830                                | 0.5278                                      | 8.952894e-08  | 341   |
| 1.0208     | 0.0829                           | 0.5502                                 | 1.0240          | 0.0829                                | 0.5326                                      | 8.952618e-08  | 342   |
| 1.0207     | 0.0830                           | 0.5497                                 | 1.0246          | 0.0830                                | 0.5301                                      | 8.952342e-08  | 343   |
| 1.0210     | 0.0827                           | 0.5501                                 | 1.0193          | 0.0826                                | 0.5304                                      | 8.952065e-08  | 344   |
| 1.0204     | 0.0828                           | 0.5512                                 | 1.0166          | 0.0830                                | 0.5302                                      | 8.951787e-08  | 345   |
| 1.0216     | 0.0828                           | 0.5500                                 | 1.0235          | 0.0829                                | 0.5326                                      | 8.951508e-08  | 346   |
| 1.0195     | 0.0828                           | 0.5505                                 | 1.0250          | 0.0827                                | 0.5300                                      | 8.951229e-08  | 347   |
| 1.0198     | 0.0829                           | 0.5507                                 | 1.0188          | 0.0828                                | 0.5337                                      | 8.9509484e-08 | 348   |
| 1.0198     | 0.0828                           | 0.5513                                 | 1.0199          | 0.0829                                | 0.5294                                      | 8.950667e-08  | 349   |
| 1.0198     | 0.0827                           | 0.5531                                 | 1.0209          | 0.0833                                | 0.5253                                      | 8.950385e-08  | 350   |
| 1.0185     | 0.0829                           | 0.5494                                 | 1.0263          | 0.0829                                | 0.5295                                      | 8.950102e-08  | 351   |
| 1.0194     | 0.0828                           | 0.5521                                 | 1.0191          | 0.0828                                | 0.5378                                      | 8.949819e-08  | 352   |
| 1.0200     | 0.0828                           | 0.5514                                 | 1.0247          | 0.0830                                | 0.5314                                      | 8.9495344e-08 | 353   |
| 1.0200     | 0.0828                           | 0.5511                                 | 1.0190          | 0.0830                                | 0.5373                                      | 8.9492495e-08 | 354   |
| 1.0199     | 0.0828                           | 0.5511                                 | 1.0175          | 0.0828                                | 0.5311                                      | 8.948964e-08  | 355   |
| 1.0196     | 0.0828                           | 0.5517                                 | 1.0211          | 0.0827                                | 0.5289                                      | 8.948677e-08  | 356   |
| 1.0207     | 0.0828                           | 0.5512                                 | 1.0219          | 0.0830                                | 0.5240                                      | 8.948389e-08  | 357   |
| 1.0189     | 0.0828                           | 0.5535                                 | 1.0175          | 0.0829                                | 0.5307                                      | 8.9481006e-08 | 358   |
| 1.0201     | 0.0829                           | 0.5503                                 | 1.0226          | 0.0828                                | 0.5325                                      | 8.9478114e-08 | 359   |
| 1.0196     | 0.0829                           | 0.5508                                 | 1.0185          | 0.0830                                | 0.5337                                      | 8.9475215e-08 | 360   |
| 1.0202     | 0.0828                           | 0.5514                                 | 1.0218          | 0.0829                                | 0.5304                                      | 8.947231e-08  | 361   |
| 1.0199     | 0.0828                           | 0.5511                                 | 1.0203          | 0.0832                                | 0.5341                                      | 8.9469395e-08 | 362   |
| 1.0197     | 0.0828                           | 0.5532                                 | 1.0210          | 0.0830                                | 0.5360                                      | 8.9466475e-08 | 363   |
| 1.0192     | 0.0828                           | 0.5527                                 | 1.0216          | 0.0831                                | 0.5318                                      | 8.946355e-08  | 364   |
| 1.0190     | 0.0828                           | 0.5539                                 | 1.0182          | 0.0831                                | 0.5326                                      | 8.9460606e-08 | 365   |
| 1.0191     | 0.0828                           | 0.5518                                 | 1.0231          | 0.0826                                | 0.5328                                      | 8.945766e-08  | 366   |
| 1.0202     | 0.0828                           | 0.5524                                 | 1.0207          | 0.0832                                | 0.5317                                      | 8.94547e-08   | 367   |
| 1.0192     | 0.0828                           | 0.5508                                 | 1.0202          | 0.0830                                | 0.5347                                      | 8.945174e-08  | 368   |
| 1.0190     | 0.0828                           | 0.5539                                 | 1.0217          | 0.0834                                | 0.5333                                      | 8.944877e-08  | 369   |
| 1.0194     | 0.0828                           | 0.5513                                 | 1.0221          | 0.0831                                | 0.5284                                      | 8.944579e-08  | 370   |
| 1.0195     | 0.0828                           | 0.5521                                 | 1.0206          | 0.0832                                | 0.5341                                      | 8.944281e-08  | 371   |
| 1.0207     | 0.0828                           | 0.5515                                 | 1.0204          | 0.0833                                | 0.5325                                      | 8.9439816e-08 | 372   |
| 1.0194     | 0.0828                           | 0.5518                                 | 1.0198          | 0.0834                                | 0.5320                                      | 8.943681e-08  | 373   |
| 1.0198     | 0.0829                           | 0.5513                                 | 1.0224          | 0.0827                                | 0.5279                                      | 8.94338e-08   | 374   |
| 1.0197     | 0.0828                           | 0.5524                                 | 1.0196          | 0.0826                                | 0.5269                                      | 8.943078e-08  | 375   |
| 1.0194     | 0.0827                           | 0.5524                                 | 1.0222          | 0.0827                                | 0.5313                                      | 8.942775e-08  | 376   |
| 1.0180     | 0.0827                           | 0.5531                                 | 1.0205          | 0.0830                                | 0.5313                                      | 8.942472e-08  | 377   |
| 1.0200     | 0.0829                           | 0.5527                                 | 1.0213          | 0.0823                                | 0.5314                                      | 8.9421675e-08 | 378   |
| 1.0199     | 0.0827                           | 0.5522                                 | 1.0198          | 0.0834                                | 0.5329                                      | 8.941863e-08  | 379   |
| 1.0184     | 0.0828                           | 0.5543                                 | 1.0215          | 0.0831                                | 0.5308                                      | 8.941557e-08  | 380   |
| 1.0197     | 0.0828                           | 0.5505                                 | 1.0221          | 0.0830                                | 0.5329                                      | 8.941251e-08  | 381   |
| 1.0191     | 0.0829                           | 0.5524                                 | 1.0215          | 0.0829                                | 0.5396                                      | 8.940943e-08  | 382   |
| 1.0190     | 0.0828                           | 0.5536                                 | 1.0218          | 0.0828                                | 0.5315                                      | 8.940635e-08  | 383   |
| 1.0175     | 0.0828                           | 0.5550                                 | 1.0247          | 0.0829                                | 0.5399                                      | 8.940326e-08  | 384   |
| 1.0194     | 0.0828                           | 0.5534                                 | 1.0245          | 0.0832                                | 0.5318                                      | 8.940016e-08  | 385   |
| 1.0184     | 0.0828                           | 0.5547                                 | 1.0208          | 0.0831                                | 0.5285                                      | 8.9397055e-08 | 386   |
| 1.0179     | 0.0828                           | 0.5535                                 | 1.0232          | 0.0832                                | 0.5315                                      | 8.939394e-08  | 387   |
| 1.0191     | 0.0826                           | 0.5515                                 | 1.0203          | 0.0832                                | 0.5338                                      | 8.9390824e-08 | 388   |
| 1.0178     | 0.0829                           | 0.5538                                 | 1.0235          | 0.0829                                | 0.5327                                      | 8.93877e-08   | 389   |
| 1.0187     | 0.0827                           | 0.5532                                 | 1.0220          | 0.0831                                | 0.5341                                      | 8.938456e-08  | 390   |
| 1.0183     | 0.0828                           | 0.5535                                 | 1.0236          | 0.0827                                | 0.5360                                      | 8.938141e-08  | 391   |
| 1.0184     | 0.0828                           | 0.5545                                 | 1.0178          | 0.0831                                | 0.5399                                      | 8.9378254e-08 | 392   |
| 1.0184     | 0.0828                           | 0.5534                                 | 1.0194          | 0.0828                                | 0.5344                                      | 8.937509e-08  | 393   |
| 1.0181     | 0.0828                           | 0.5537                                 | 1.0236          | 0.0830                                | 0.5398                                      | 8.937192e-08  | 394   |
| 1.0182     | 0.0828                           | 0.5545                                 | 1.0170          | 0.0831                                | 0.5340                                      | 8.936875e-08  | 395   |
| 1.0182     | 0.0829                           | 0.5536                                 | 1.0178          | 0.0831                                | 0.5330                                      | 8.9365564e-08 | 396   |
| 1.0182     | 0.0830                           | 0.5532                                 | 1.0191          | 0.0834                                | 0.5329                                      | 8.936237e-08  | 397   |
| 1.0191     | 0.0827                           | 0.5549                                 | 1.0208          | 0.0830                                | 0.5320                                      | 8.9359176e-08 | 398   |
| 1.0188     | 0.0828                           | 0.5534                                 | 1.0196          | 0.0829                                | 0.5362                                      | 8.9355964e-08 | 399   |
| 1.0187     | 0.0828                           | 0.5545                                 | 1.0263          | 0.0826                                | 0.5322                                      | 8.9352746e-08 | 400   |
| 1.0186     | 0.0828                           | 0.5550                                 | 1.0257          | 0.0827                                | 0.5342                                      | 8.934952e-08  | 401   |
| 1.0196     | 0.0828                           | 0.5528                                 | 1.0214          | 0.0828                                | 0.5341                                      | 8.934629e-08  | 402   |
| 1.0195     | 0.0826                           | 0.5529                                 | 1.0190          | 0.0829                                | 0.5352                                      | 8.934305e-08  | 403   |
| 1.0191     | 0.0828                           | 0.5542                                 | 1.0244          | 0.0831                                | 0.5313                                      | 8.93398e-08   | 404   |
| 1.0185     | 0.0827                           | 0.5539                                 | 1.0227          | 0.0831                                | 0.5343                                      | 8.9336545e-08 | 405   |
| 1.0173     | 0.0829                           | 0.5537                                 | 1.0219          | 0.0825                                | 0.5304                                      | 8.9333284e-08 | 406   |
| 1.0185     | 0.0827                           | 0.5550                                 | 1.0209          | 0.0829                                | 0.5304                                      | 8.933001e-08  | 407   |
| 1.0175     | 0.0828                           | 0.5538                                 | 1.0221          | 0.0830                                | 0.5300                                      | 8.9326726e-08 | 408   |
| 1.0190     | 0.0829                           | 0.5530                                 | 1.0216          | 0.0830                                | 0.5319                                      | 8.9323436e-08 | 409   |
| 1.0177     | 0.0829                           | 0.5534                                 | 1.0227          | 0.0832                                | 0.5282                                      | 8.932014e-08  | 410   |
| 1.0182     | 0.0828                           | 0.5548                                 | 1.0215          | 0.0829                                | 0.5307                                      | 8.9316835e-08 | 411   |
| 1.0177     | 0.0829                           | 0.5552                                 | 1.0179          | 0.0831                                | 0.5376                                      | 8.9313524e-08 | 412   |
| 1.0165     | 0.0829                           | 0.5552                                 | 1.0156          | 0.0830                                | 0.5308                                      | 8.9310205e-08 | 413   |
| 1.0188     | 0.0828                           | 0.5557                                 | 1.0174          | 0.0827                                | 0.5361                                      | 8.930688e-08  | 414   |
| 1.0185     | 0.0827                           | 0.5564                                 | 1.0172          | 0.0830                                | 0.5358                                      | 8.930355e-08  | 415   |
| 1.0173     | 0.0829                           | 0.5546                                 | 1.0198          | 0.0831                                | 0.5314                                      | 8.93002e-08   | 416   |
| 1.0195     | 0.0828                           | 0.5522                                 | 1.0187          | 0.0826                                | 0.5323                                      | 8.929685e-08  | 417   |
| 1.0183     | 0.0828                           | 0.5550                                 | 1.0172          | 0.0829                                | 0.5282                                      | 8.9293486e-08 | 418   |
| 1.0195     | 0.0828                           | 0.5560                                 | 1.0195          | 0.0829                                | 0.5313                                      | 8.929012e-08  | 419   |
| 1.0183     | 0.0829                           | 0.5544                                 | 1.0221          | 0.0832                                | 0.5314                                      | 8.928674e-08  | 420   |
| 1.0185     | 0.0828                           | 0.5550                                 | 1.0175          | 0.0827                                | 0.5254                                      | 8.928336e-08  | 421   |
| 1.0170     | 0.0828                           | 0.5552                                 | 1.0188          | 0.0828                                | 0.5313                                      | 8.927997e-08  | 422   |
| 1.0174     | 0.0828                           | 0.5543                                 | 1.0233          | 0.0828                                | 0.5314                                      | 8.9276575e-08 | 423   |
| 1.0175     | 0.0828                           | 0.5552                                 | 1.0192          | 0.0830                                | 0.5323                                      | 8.927317e-08  | 424   |
| 1.0171     | 0.0828                           | 0.5549                                 | 1.0255          | 0.0826                                | 0.5365                                      | 8.9269754e-08 | 425   |
| 1.0173     | 0.0828                           | 0.5553                                 | 1.0171          | 0.0828                                | 0.5303                                      | 8.926633e-08  | 426   |
| 1.0167     | 0.0827                           | 0.5554                                 | 1.0240          | 0.0828                                | 0.5362                                      | 8.92629e-08   | 427   |
| 1.0176     | 0.0827                           | 0.5546                                 | 1.0237          | 0.0827                                | 0.5264                                      | 8.925946e-08  | 428   |
| 1.0178     | 0.0829                           | 0.5551                                 | 1.0169          | 0.0835                                | 0.5297                                      | 8.925601e-08  | 429   |
| 1.0167     | 0.0827                           | 0.5556                                 | 1.0153          | 0.0825                                | 0.5313                                      | 8.925256e-08  | 430   |
| 1.0162     | 0.0828                           | 0.5555                                 | 1.0215          | 0.0827                                | 0.5340                                      | 8.92491e-08   | 431   |
| 1.0165     | 0.0828                           | 0.5559                                 | 1.0196          | 0.0828                                | 0.5324                                      | 8.924563e-08  | 432   |
| 1.0163     | 0.0829                           | 0.5560                                 | 1.0173          | 0.0828                                | 0.5319                                      | 8.924216e-08  | 433   |
| 1.0173     | 0.0828                           | 0.5568                                 | 1.0245          | 0.0832                                | 0.5357                                      | 8.923867e-08  | 434   |
| 1.0165     | 0.0827                           | 0.5576                                 | 1.0193          | 0.0829                                | 0.5331                                      | 8.923517e-08  | 435   |
| 1.0172     | 0.0829                           | 0.5572                                 | 1.0168          | 0.0830                                | 0.5319                                      | 8.923167e-08  | 436   |
| 1.0173     | 0.0827                           | 0.5545                                 | 1.0156          | 0.0833                                | 0.5314                                      | 8.922816e-08  | 437   |
| 1.0172     | 0.0829                           | 0.5566                                 | 1.0169          | 0.0831                                | 0.5320                                      | 8.922464e-08  | 438   |
| 1.0170     | 0.0829                           | 0.5551                                 | 1.0218          | 0.0830                                | 0.5360                                      | 8.922112e-08  | 439   |
| 1.0185     | 0.0828                           | 0.5548                                 | 1.0240          | 0.0830                                | 0.5333                                      | 8.9217586e-08 | 440   |
| 1.0171     | 0.0828                           | 0.5562                                 | 1.0258          | 0.0825                                | 0.5295                                      | 8.921405e-08  | 441   |
| 1.0166     | 0.0828                           | 0.5565                                 | 1.0222          | 0.0825                                | 0.5351                                      | 8.92105e-08   | 442   |
| 1.0172     | 0.0828                           | 0.5566                                 | 1.0140          | 0.0831                                | 0.5355                                      | 8.920694e-08  | 443   |
| 1.0161     | 0.0828                           | 0.5559                                 | 1.0174          | 0.0827                                | 0.5386                                      | 8.9203375e-08 | 444   |
| 1.0162     | 0.0827                           | 0.5564                                 | 1.0139          | 0.0830                                | 0.5347                                      | 8.91998e-08   | 445   |
| 1.0172     | 0.0829                           | 0.5568                                 | 1.0148          | 0.0833                                | 0.5355                                      | 8.919622e-08  | 446   |
| 1.0178     | 0.0827                           | 0.5563                                 | 1.0223          | 0.0830                                | 0.5333                                      | 8.919263e-08  | 447   |
| 1.0162     | 0.0828                           | 0.5575                                 | 1.0212          | 0.0829                                | 0.5377                                      | 8.918904e-08  | 448   |
| 1.0170     | 0.0829                           | 0.5571                                 | 1.0243          | 0.0828                                | 0.5341                                      | 8.9185434e-08 | 449   |
| 1.0173     | 0.0828                           | 0.5558                                 | 1.0174          | 0.0829                                | 0.5324                                      | 8.9181825e-08 | 450   |
| 1.0163     | 0.0829                           | 0.5571                                 | 1.0216          | 0.0829                                | 0.5326                                      | 8.917821e-08  | 451   |
| 1.0178     | 0.0828                           | 0.5569                                 | 1.0231          | 0.0828                                | 0.5322                                      | 8.917458e-08  | 452   |
| 1.0158     | 0.0828                           | 0.5574                                 | 1.0200          | 0.0832                                | 0.5284                                      | 8.917094e-08  | 453   |
| 1.0158     | 0.0828                           | 0.5584                                 | 1.0238          | 0.0825                                | 0.5328                                      | 8.9167294e-08 | 454   |
| 1.0159     | 0.0827                           | 0.5572                                 | 1.0176          | 0.0828                                | 0.5364                                      | 8.916364e-08  | 455   |
| 1.0166     | 0.0828                           | 0.5567                                 | 1.0205          | 0.0835                                | 0.5379                                      | 8.915998e-08  | 456   |
| 1.0173     | 0.0828                           | 0.5573                                 | 1.0211          | 0.0830                                | 0.5335                                      | 8.9156316e-08 | 457   |
| 1.0169     | 0.0827                           | 0.5559                                 | 1.0187          | 0.0830                                | 0.5368                                      | 8.915264e-08  | 458   |
| 1.0150     | 0.0828                           | 0.5576                                 | 1.0250          | 0.0833                                | 0.5342                                      | 8.914896e-08  | 459   |
| 1.0167     | 0.0827                           | 0.5565                                 | 1.0216          | 0.0829                                | 0.5324                                      | 8.9145274e-08 | 460   |
| 1.0154     | 0.0829                           | 0.5574                                 | 1.0225          | 0.0828                                | 0.5301                                      | 8.914157e-08  | 461   |
| 1.0166     | 0.0827                           | 0.5559                                 | 1.0222          | 0.0830                                | 0.5317                                      | 8.913786e-08  | 462   |
| 1.0174     | 0.0828                           | 0.5562                                 | 1.0165          | 0.0835                                | 0.5345                                      | 8.913415e-08  | 463   |
| 1.0163     | 0.0828                           | 0.5573                                 | 1.0216          | 0.0829                                | 0.5327                                      | 8.9130424e-08 | 464   |
| 1.0151     | 0.0827                           | 0.5592                                 | 1.0233          | 0.0827                                | 0.5358                                      | 8.9126694e-08 | 465   |
| 1.0161     | 0.0828                           | 0.5572                                 | 1.0173          | 0.0829                                | 0.5304                                      | 8.9122956e-08 | 466   |
| 1.0157     | 0.0828                           | 0.5573                                 | 1.0206          | 0.0833                                | 0.5299                                      | 8.911921e-08  | 467   |
| 1.0159     | 0.0829                           | 0.5572                                 | 1.0206          | 0.0831                                | 0.5287                                      | 8.911546e-08  | 468   |
| 1.0169     | 0.0827                           | 0.5578                                 | 1.0169          | 0.0833                                | 0.5328                                      | 8.91117e-08   | 469   |
| 1.0154     | 0.0828                           | 0.5597                                 | 1.0179          | 0.0828                                | 0.5300                                      | 8.9107935e-08 | 470   |
| 1.0165     | 0.0828                           | 0.5588                                 | 1.0255          | 0.0830                                | 0.5350                                      | 8.9104155e-08 | 471   |
| 1.0150     | 0.0828                           | 0.5592                                 | 1.0236          | 0.0831                                | 0.5337                                      | 8.910037e-08  | 472   |
| 1.0169     | 0.0828                           | 0.5576                                 | 1.0256          | 0.0830                                | 0.5317                                      | 8.9096574e-08 | 473   |
| 1.0160     | 0.0828                           | 0.5574                                 | 1.0195          | 0.0830                                | 0.5289                                      | 8.909277e-08  | 474   |
| 1.0155     | 0.0828                           | 0.5573                                 | 1.0242          | 0.0830                                | 0.5354                                      | 8.9088964e-08 | 475   |
| 1.0157     | 0.0829                           | 0.5584                                 | 1.0165          | 0.0829                                | 0.5353                                      | 8.908515e-08  | 476   |
| 1.0147     | 0.0828                           | 0.5588                                 | 1.0211          | 0.0830                                | 0.5382                                      | 8.9081325e-08 | 477   |
| 1.0155     | 0.0828                           | 0.5572                                 | 1.0243          | 0.0829                                | 0.5289                                      | 8.9077496e-08 | 478   |
| 1.0162     | 0.0829                           | 0.5575                                 | 1.0235          | 0.0830                                | 0.5358                                      | 8.907366e-08  | 479   |
| 1.0155     | 0.0829                           | 0.5597                                 | 1.0225          | 0.0829                                | 0.5358                                      | 8.906981e-08  | 480   |
| 1.0159     | 0.0828                           | 0.5602                                 | 1.0235          | 0.0830                                | 0.5291                                      | 8.906595e-08  | 481   |
| 1.0163     | 0.0828                           | 0.5598                                 | 1.0210          | 0.0832                                | 0.5350                                      | 8.9062084e-08 | 482   |
| 1.0137     | 0.0829                           | 0.5581                                 | 1.0179          | 0.0829                                | 0.5377                                      | 8.905821e-08  | 483   |
| 1.0152     | 0.0828                           | 0.5574                                 | 1.0109          | 0.0831                                | 0.5336                                      | 8.905433e-08  | 484   |
| 1.0153     | 0.0828                           | 0.5587                                 | 1.0242          | 0.0829                                | 0.5284                                      | 8.9050445e-08 | 485   |
| 1.0160     | 0.0828                           | 0.5594                                 | 1.0195          | 0.0831                                | 0.5326                                      | 8.904655e-08  | 486   |
| 1.0150     | 0.0829                           | 0.5591                                 | 1.0238          | 0.0828                                | 0.5330                                      | 8.904265e-08  | 487   |
| 1.0144     | 0.0828                           | 0.5593                                 | 1.0176          | 0.0831                                | 0.5366                                      | 8.903874e-08  | 488   |
| 1.0151     | 0.0828                           | 0.5593                                 | 1.0159          | 0.0828                                | 0.5377                                      | 8.903483e-08  | 489   |
| 1.0151     | 0.0829                           | 0.5585                                 | 1.0186          | 0.0832                                | 0.5303                                      | 8.90309e-08   | 490   |
| 1.0155     | 0.0828                           | 0.5602                                 | 1.0190          | 0.0832                                | 0.5365                                      | 8.902696e-08  | 491   |
| 1.0145     | 0.0828                           | 0.5589                                 | 1.0237          | 0.0831                                | 0.5262                                      | 8.902302e-08  | 492   |
| 1.0150     | 0.0828                           | 0.5591                                 | 1.0205          | 0.0829                                | 0.5333                                      | 8.901907e-08  | 493   |
| 1.0135     | 0.0830                           | 0.5602                                 | 1.0206          | 0.0833                                | 0.5362                                      | 8.901511e-08  | 494   |
| 1.0145     | 0.0829                           | 0.5599                                 | 1.0175          | 0.0834                                | 0.5351                                      | 8.9011145e-08 | 495   |
| 1.0156     | 0.0829                           | 0.5597                                 | 1.0190          | 0.0829                                | 0.5339                                      | 8.900717e-08  | 496   |
| 1.0145     | 0.0828                           | 0.5601                                 | 1.0211          | 0.0831                                | 0.5344                                      | 8.9003194e-08 | 497   |
| 1.0146     | 0.0829                           | 0.5590                                 | 1.0210          | 0.0829                                | 0.5349                                      | 8.899921e-08  | 498   |
| 1.0143     | 0.0828                           | 0.5587                                 | 1.0217          | 0.0829                                | 0.5325                                      | 8.8995215e-08 | 499   |
| 1.0168     | 0.0829                           | 0.5592                                 | 1.0176          | 0.0830                                | 0.5379                                      | 8.899121e-08  | 500   |
| 1.0149     | 0.0827                           | 0.5611                                 | 1.0155          | 0.0834                                | 0.5322                                      | 8.898719e-08  | 501   |
| 1.0149     | 0.0828                           | 0.5613                                 | 1.0176          | 0.0828                                | 0.5311                                      | 8.898317e-08  | 502   |
| 1.0143     | 0.0828                           | 0.5592                                 | 1.0206          | 0.0831                                | 0.5236                                      | 8.897914e-08  | 503   |
| 1.0140     | 0.0829                           | 0.5590                                 | 1.0154          | 0.0831                                | 0.5320                                      | 8.8975106e-08 | 504   |
| 1.0139     | 0.0829                           | 0.5596                                 | 1.0168          | 0.0828                                | 0.5294                                      | 8.897106e-08  | 505   |
| 1.0142     | 0.0828                           | 0.5600                                 | 1.0154          | 0.0829                                | 0.5341                                      | 8.896701e-08  | 506   |
| 1.0139     | 0.0828                           | 0.5615                                 | 1.0222          | 0.0831                                | 0.5275                                      | 8.8962956e-08 | 507   |
| 1.0143     | 0.0828                           | 0.5605                                 | 1.0175          | 0.0829                                | 0.5328                                      | 8.895889e-08  | 508   |
| 1.0144     | 0.0828                           | 0.5614                                 | 1.0176          | 0.0833                                | 0.5332                                      | 8.895481e-08  | 509   |
| 1.0142     | 0.0829                           | 0.5607                                 | 1.0196          | 0.0834                                | 0.5281                                      | 8.895073e-08  | 510   |
| 1.0139     | 0.0827                           | 0.5628                                 | 1.0160          | 0.0831                                | 0.5354                                      | 8.8946635e-08 | 511   |
| 1.0150     | 0.0828                           | 0.5604                                 | 1.0241          | 0.0828                                | 0.5355                                      | 8.8942535e-08 | 512   |
| 1.0148     | 0.0829                           | 0.5593                                 | 1.0169          | 0.0832                                | 0.5369                                      | 8.893843e-08  | 513   |
| 1.0139     | 0.0829                           | 0.5604                                 | 1.0225          | 0.0829                                | 0.5358                                      | 8.8934314e-08 | 514   |
| 1.0148     | 0.0829                           | 0.5608                                 | 1.0268          | 0.0826                                | 0.5314                                      | 8.893019e-08  | 515   |
| 1.0133     | 0.0828                           | 0.5619                                 | 1.0231          | 0.0826                                | 0.5352                                      | 8.8926065e-08 | 516   |
| 1.0140     | 0.0828                           | 0.5611                                 | 1.0242          | 0.0830                                | 0.5368                                      | 8.892193e-08  | 517   |
| 1.0140     | 0.0828                           | 0.5618                                 | 1.0168          | 0.0832                                | 0.5324                                      | 8.891779e-08  | 518   |
| 1.0149     | 0.0828                           | 0.5611                                 | 1.0203          | 0.0834                                | 0.5313                                      | 8.891363e-08  | 519   |
| 1.0144     | 0.0828                           | 0.5592                                 | 1.0246          | 0.0831                                | 0.5290                                      | 8.890947e-08  | 520   |
| 1.0133     | 0.0828                           | 0.5617                                 | 1.0210          | 0.0829                                | 0.5380                                      | 8.8905296e-08 | 521   |
| 1.0139     | 0.0828                           | 0.5613                                 | 1.0179          | 0.0831                                | 0.5328                                      | 8.890112e-08  | 522   |
| 1.0132     | 0.0828                           | 0.5618                                 | 1.0232          | 0.0833                                | 0.5363                                      | 8.889693e-08  | 523   |
| 1.0142     | 0.0829                           | 0.5605                                 | 1.0215          | 0.0834                                | 0.5370                                      | 8.889274e-08  | 524   |
| 1.0141     | 0.0829                           | 0.5612                                 | 1.0213          | 0.0830                                | 0.5332                                      | 8.888854e-08  | 525   |
| 1.0158     | 0.0828                           | 0.5604                                 | 1.0203          | 0.0830                                | 0.5284                                      | 8.8884335e-08 | 526   |
| 1.0153     | 0.0828                           | 0.5619                                 | 1.0200          | 0.0832                                | 0.5379                                      | 8.888012e-08  | 527   |
| 1.0137     | 0.0829                           | 0.5615                                 | 1.0222          | 0.0828                                | 0.5355                                      | 8.88759e-08   | 528   |
| 1.0136     | 0.0828                           | 0.5633                                 | 1.0215          | 0.0829                                | 0.5358                                      | 8.887167e-08  | 529   |
| 1.0145     | 0.0828                           | 0.5629                                 | 1.0195          | 0.0828                                | 0.5357                                      | 8.886743e-08  | 530   |
| 1.0141     | 0.0829                           | 0.5616                                 | 1.0230          | 0.0829                                | 0.5335                                      | 8.886318e-08  | 531   |
| 1.0138     | 0.0827                           | 0.5631                                 | 1.0206          | 0.0830                                | 0.5242                                      | 8.8858926e-08 | 532   |
| 1.0127     | 0.0829                           | 0.5654                                 | 1.0208          | 0.0830                                | 0.5386                                      | 8.885466e-08  | 533   |
| 1.0133     | 0.0829                           | 0.5614                                 | 1.0235          | 0.0835                                | 0.5308                                      | 8.885039e-08  | 534   |
| 1.0138     | 0.0829                           | 0.5609                                 | 1.0240          | 0.0829                                | 0.5318                                      | 8.8846114e-08 | 535   |
| 1.0137     | 0.0828                           | 0.5615                                 | 1.0230          | 0.0828                                | 0.5380                                      | 8.884183e-08  | 536   |
| 1.0134     | 0.0829                           | 0.5630                                 | 1.0158          | 0.0830                                | 0.5361                                      | 8.883754e-08  | 537   |
| 1.0135     | 0.0828                           | 0.5625                                 | 1.0222          | 0.0828                                | 0.5369                                      | 8.883324e-08  | 538   |
| 1.0135     | 0.0828                           | 0.5627                                 | 1.0254          | 0.0829                                | 0.5319                                      | 8.882893e-08  | 539   |
| 1.0135     | 0.0829                           | 0.5620                                 | 1.0155          | 0.0828                                | 0.5407                                      | 8.882461e-08  | 540   |
| 1.0131     | 0.0827                           | 0.5619                                 | 1.0150          | 0.0830                                | 0.5394                                      | 8.8820286e-08 | 541   |
| 1.0134     | 0.0828                           | 0.5604                                 | 1.0190          | 0.0829                                | 0.5331                                      | 8.881595e-08  | 542   |
| 1.0130     | 0.0828                           | 0.5620                                 | 1.0184          | 0.0829                                | 0.5351                                      | 8.881161e-08  | 543   |
| 1.0124     | 0.0829                           | 0.5624                                 | 1.0195          | 0.0831                                | 0.5292                                      | 8.880726e-08  | 544   |
| 1.0120     | 0.0828                           | 0.5622                                 | 1.0252          | 0.0826                                | 0.5369                                      | 8.8802906e-08 | 545   |
| 1.0126     | 0.0829                           | 0.5627                                 | 1.0165          | 0.0830                                | 0.5280                                      | 8.8798544e-08 | 546   |
| 1.0135     | 0.0828                           | 0.5617                                 | 1.0187          | 0.0825                                | 0.5342                                      | 8.8794174e-08 | 547   |
| 1.0124     | 0.0828                           | 0.5631                                 | 1.0228          | 0.0828                                | 0.5339                                      | 8.87898e-08   | 548   |
| 1.0137     | 0.0829                           | 0.5620                                 | 1.0182          | 0.0827                                | 0.5344                                      | 8.878541e-08  | 549   |
| 1.0128     | 0.0829                           | 0.5624                                 | 1.0183          | 0.0829                                | 0.5377                                      | 8.878102e-08  | 550   |
| 1.0122     | 0.0828                           | 0.5643                                 | 1.0254          | 0.0829                                | 0.5322                                      | 8.8776616e-08 | 551   |
| 1.0126     | 0.0828                           | 0.5627                                 | 1.0206          | 0.0831                                | 0.5347                                      | 8.8772204e-08 | 552   |
| 1.0123     | 0.0828                           | 0.5630                                 | 1.0227          | 0.0826                                | 0.5326                                      | 8.8767784e-08 | 553   |
| 1.0136     | 0.0828                           | 0.5629                                 | 1.0213          | 0.0829                                | 0.5290                                      | 8.876336e-08  | 554   |
| 1.0122     | 0.0828                           | 0.5645                                 | 1.0217          | 0.0831                                | 0.5370                                      | 8.8758924e-08 | 555   |
| 1.0119     | 0.0828                           | 0.5637                                 | 1.0186          | 0.0832                                | 0.5378                                      | 8.875448e-08  | 556   |
| 1.0125     | 0.0829                           | 0.5643                                 | 1.0154          | 0.0833                                | 0.5350                                      | 8.8750035e-08 | 557   |
| 1.0119     | 0.0829                           | 0.5636                                 | 1.0209          | 0.0829                                | 0.5325                                      | 8.874558e-08  | 558   |
| 1.0121     | 0.0830                           | 0.5639                                 | 1.0259          | 0.0829                                | 0.5300                                      | 8.874112e-08  | 559   |
| 1.0131     | 0.0829                           | 0.5626                                 | 1.0197          | 0.0832                                | 0.5396                                      | 8.873665e-08  | 560   |
| 1.0124     | 0.0829                           | 0.5615                                 | 1.0167          | 0.0830                                | 0.5354                                      | 8.8732165e-08 | 561   |
| 1.0138     | 0.0829                           | 0.5635                                 | 1.0255          | 0.0829                                | 0.5276                                      | 8.8727674e-08 | 562   |
| 1.0135     | 0.0829                           | 0.5628                                 | 1.0209          | 0.0834                                | 0.5337                                      | 8.8723176e-08 | 563   |
| 1.0124     | 0.0828                           | 0.5632                                 | 1.0248          | 0.0831                                | 0.5355                                      | 8.871867e-08  | 564   |
| 1.0138     | 0.0828                           | 0.5635                                 | 1.0202          | 0.0828                                | 0.5316                                      | 8.871416e-08  | 565   |
| 1.0133     | 0.0828                           | 0.5625                                 | 1.0235          | 0.0834                                | 0.5350                                      | 8.870964e-08  | 566   |
| 1.0129     | 0.0828                           | 0.5633                                 | 1.0154          | 0.0830                                | 0.5340                                      | 8.8705114e-08 | 567   |
| 1.0123     | 0.0827                           | 0.5641                                 | 1.0181          | 0.0831                                | 0.5351                                      | 8.870058e-08  | 568   |
| 1.0123     | 0.0829                           | 0.5630                                 | 1.0234          | 0.0831                                | 0.5347                                      | 8.869604e-08  | 569   |
| 1.0121     | 0.0829                           | 0.5644                                 | 1.0158          | 0.0824                                | 0.5366                                      | 8.869149e-08  | 570   |
| 1.0124     | 0.0829                           | 0.5642                                 | 1.0241          | 0.0831                                | 0.5289                                      | 8.868694e-08  | 571   |
| 1.0122     | 0.0828                           | 0.5638                                 | 1.0201          | 0.0829                                | 0.5374                                      | 8.868237e-08  | 572   |
| 1.0111     | 0.0829                           | 0.5631                                 | 1.0219          | 0.0831                                | 0.5331                                      | 8.8677794e-08 | 573   |
| 1.0120     | 0.0829                           | 0.5621                                 | 1.0187          | 0.0832                                | 0.5350                                      | 8.867321e-08  | 574   |
| 1.0120     | 0.0829                           | 0.5642                                 | 1.0155          | 0.0828                                | 0.5373                                      | 8.866862e-08  | 575   |
| 1.0120     | 0.0829                           | 0.5655                                 | 1.0256          | 0.0829                                | 0.5299                                      | 8.8664024e-08 | 576   |
| 1.0125     | 0.0828                           | 0.5645                                 | 1.0195          | 0.0829                                | 0.5339                                      | 8.865942e-08  | 577   |
| 1.0130     | 0.0827                           | 0.5638                                 | 1.0257          | 0.0836                                | 0.5354                                      | 8.865481e-08  | 578   |
| 1.0116     | 0.0828                           | 0.5642                                 | 1.0216          | 0.0829                                | 0.5300                                      | 8.865019e-08  | 579   |
| 1.0113     | 0.0828                           | 0.5646                                 | 1.0219          | 0.0826                                | 0.5305                                      | 8.8645564e-08 | 580   |
| 1.0112     | 0.0828                           | 0.5646                                 | 1.0228          | 0.0832                                | 0.5351                                      | 8.864093e-08  | 581   |
| 1.0116     | 0.0828                           | 0.5642                                 | 1.0184          | 0.0829                                | 0.5373                                      | 8.863629e-08  | 582   |
| 1.0111     | 0.0829                           | 0.5641                                 | 1.0199          | 0.0830                                | 0.5368                                      | 8.8631644e-08 | 583   |
| 1.0117     | 0.0829                           | 0.5634                                 | 1.0120          | 0.0836                                | 0.5362                                      | 8.862698e-08  | 584   |
| 1.0128     | 0.0829                           | 0.5643                                 | 1.0168          | 0.0834                                | 0.5335                                      | 8.8622315e-08 | 585   |
| 1.0118     | 0.0829                           | 0.5637                                 | 1.0186          | 0.0827                                | 0.5337                                      | 8.861764e-08  | 586   |
| 1.0122     | 0.0828                           | 0.5645                                 | 1.0178          | 0.0832                                | 0.5370                                      | 8.861296e-08  | 587   |
| 1.0114     | 0.0828                           | 0.5661                                 | 1.0149          | 0.0834                                | 0.5361                                      | 8.860827e-08  | 588   |
| 1.0104     | 0.0830                           | 0.5655                                 | 1.0207          | 0.0832                                | 0.5379                                      | 8.860357e-08  | 589   |
| 1.0118     | 0.0829                           | 0.5630                                 | 1.0217          | 0.0829                                | 0.5289                                      | 8.859887e-08  | 590   |
| 1.0113     | 0.0828                           | 0.5643                                 | 1.0145          | 0.0831                                | 0.5299                                      | 8.8594156e-08 | 591   |
| 1.0116     | 0.0829                           | 0.5639                                 | 1.0183          | 0.0830                                | 0.5318                                      | 8.858944e-08  | 592   |
| 1.0112     | 0.0828                           | 0.5660                                 | 1.0179          | 0.0831                                | 0.5354                                      | 8.858471e-08  | 593   |
| 1.0115     | 0.0829                           | 0.5648                                 | 1.0219          | 0.0828                                | 0.5350                                      | 8.857998e-08  | 594   |
| 1.0117     | 0.0828                           | 0.5651                                 | 1.0196          | 0.0831                                | 0.5315                                      | 8.8575234e-08 | 595   |
| 1.0103     | 0.0827                           | 0.5650                                 | 1.0203          | 0.0829                                | 0.5339                                      | 8.857048e-08  | 596   |
| 1.0108     | 0.0829                           | 0.5650                                 | 1.0194          | 0.0832                                | 0.5381                                      | 8.856572e-08  | 597   |
| 1.0108     | 0.0829                           | 0.5661                                 | 1.0207          | 0.0834                                | 0.5295                                      | 8.856095e-08  | 598   |
| 1.0107     | 0.0829                           | 0.5667                                 | 1.0212          | 0.0831                                | 0.5371                                      | 8.855618e-08  | 599   |
| 1.0105     | 0.0830                           | 0.5654                                 | 1.0222          | 0.0833                                | 0.5351                                      | 8.8551396e-08 | 600   |
| 1.0119     | 0.0829                           | 0.5657                                 | 1.0156          | 0.0832                                | 0.5311                                      | 8.854661e-08  | 601   |
| 1.0106     | 0.0828                           | 0.5668                                 | 1.0206          | 0.0832                                | 0.5304                                      | 8.854181e-08  | 602   |
| 1.0112     | 0.0829                           | 0.5651                                 | 1.0258          | 0.0833                                | 0.5350                                      | 8.853701e-08  | 603   |
| 1.0115     | 0.0828                           | 0.5658                                 | 1.0206          | 0.0827                                | 0.5377                                      | 8.85322e-08   | 604   |
| 1.0116     | 0.0829                           | 0.5655                                 | 1.0174          | 0.0830                                | 0.5336                                      | 8.852738e-08  | 605   |
| 1.0112     | 0.0829                           | 0.5662                                 | 1.0222          | 0.0828                                | 0.5356                                      | 8.8522555e-08 | 606   |
| 1.0120     | 0.0829                           | 0.5660                                 | 1.0237          | 0.0828                                | 0.5343                                      | 8.8517716e-08 | 607   |
| 1.0115     | 0.0828                           | 0.5649                                 | 1.0214          | 0.0827                                | 0.5331                                      | 8.851287e-08  | 608   |
| 1.0102     | 0.0828                           | 0.5680                                 | 1.0179          | 0.0829                                | 0.5297                                      | 8.850802e-08  | 609   |
| 1.0111     | 0.0829                           | 0.5676                                 | 1.0205          | 0.0829                                | 0.5369                                      | 8.850316e-08  | 610   |
| 1.0118     | 0.0829                           | 0.5665                                 | 1.0112          | 0.0837                                | 0.5308                                      | 8.849829e-08  | 611   |
| 1.0112     | 0.0828                           | 0.5683                                 | 1.0174          | 0.0832                                | 0.5326                                      | 8.8493415e-08 | 612   |
| 1.0114     | 0.0828                           | 0.5661                                 | 1.0189          | 0.0830                                | 0.5304                                      | 8.8488534e-08 | 613   |
| 1.0102     | 0.0829                           | 0.5670                                 | 1.0209          | 0.0831                                | 0.5336                                      | 8.8483645e-08 | 614   |
| 1.0098     | 0.0829                           | 0.5662                                 | 1.0217          | 0.0828                                | 0.5367                                      | 8.847875e-08  | 615   |
| 1.0116     | 0.0828                           | 0.5661                                 | 1.0245          | 0.0830                                | 0.5336                                      | 8.847385e-08  | 616   |
| 1.0113     | 0.0829                           | 0.5666                                 | 1.0205          | 0.0833                                | 0.5380                                      | 8.846894e-08  | 617   |
| 1.0092     | 0.0829                           | 0.5673                                 | 1.0146          | 0.0831                                | 0.5277                                      | 8.846402e-08  | 618   |
| 1.0114     | 0.0828                           | 0.5670                                 | 1.0194          | 0.0829                                | 0.5311                                      | 8.845909e-08  | 619   |
| 1.0100     | 0.0829                           | 0.5679                                 | 1.0229          | 0.0826                                | 0.5355                                      | 8.845415e-08  | 620   |
| 1.0101     | 0.0828                           | 0.5661                                 | 1.0211          | 0.0827                                | 0.5336                                      | 8.8449205e-08 | 621   |
| 1.0108     | 0.0829                           | 0.5677                                 | 1.0220          | 0.0831                                | 0.5354                                      | 8.844425e-08  | 622   |
| 1.0101     | 0.0827                           | 0.5671                                 | 1.0178          | 0.0828                                | 0.5385                                      | 8.843929e-08  | 623   |
| 1.0105     | 0.0829                           | 0.5676                                 | 1.0180          | 0.0825                                | 0.5329                                      | 8.843433e-08  | 624   |
| 1.0107     | 0.0828                           | 0.5651                                 | 1.0208          | 0.0831                                | 0.5389                                      | 8.842935e-08  | 625   |
| 1.0101     | 0.0830                           | 0.5678                                 | 1.0174          | 0.0828                                | 0.5364                                      | 8.842437e-08  | 626   |
| 1.0106     | 0.0829                           | 0.5663                                 | 1.0200          | 0.0829                                | 0.5335                                      | 8.8419384e-08 | 627   |
| 1.0108     | 0.0829                           | 0.5662                                 | 1.0214          | 0.0828                                | 0.5292                                      | 8.841439e-08  | 628   |
| 1.0099     | 0.0829                           | 0.5662                                 | 1.0184          | 0.0833                                | 0.5344                                      | 8.840939e-08  | 629   |
| 1.0102     | 0.0830                           | 0.5659                                 | 1.0182          | 0.0832                                | 0.5402                                      | 8.840438e-08  | 630   |
| 1.0101     | 0.0829                           | 0.5675                                 | 1.0226          | 0.0831                                | 0.5344                                      | 8.8399354e-08 | 631   |
| 1.0113     | 0.0829                           | 0.5671                                 | 1.0184          | 0.0833                                | 0.5310                                      | 8.839432e-08  | 632   |
| 1.0097     | 0.0828                           | 0.5681                                 | 1.0184          | 0.0829                                | 0.5315                                      | 8.8389285e-08 | 633   |
| 1.0112     | 0.0828                           | 0.5676                                 | 1.0214          | 0.0832                                | 0.5311                                      | 8.838424e-08  | 634   |
| 1.0099     | 0.0828                           | 0.5665                                 | 1.0277          | 0.0828                                | 0.5292                                      | 8.837919e-08  | 635   |
| 1.0100     | 0.0828                           | 0.5663                                 | 1.0236          | 0.0832                                | 0.5320                                      | 8.837413e-08  | 636   |
| 1.0098     | 0.0829                           | 0.5662                                 | 1.0187          | 0.0831                                | 0.5353                                      | 8.836906e-08  | 637   |
| 1.0101     | 0.0828                           | 0.5658                                 | 1.0196          | 0.0829                                | 0.5326                                      | 8.836399e-08  | 638   |
| 1.0098     | 0.0828                           | 0.5675                                 | 1.0227          | 0.0826                                | 0.5351                                      | 8.835891e-08  | 639   |
| 1.0100     | 0.0829                           | 0.5676                                 | 1.0240          | 0.0832                                | 0.5357                                      | 8.835382e-08  | 640   |
| 1.0102     | 0.0828                           | 0.5675                                 | 1.0225          | 0.0828                                | 0.5362                                      | 8.834873e-08  | 641   |
| 1.0102     | 0.0829                           | 0.5674                                 | 1.0197          | 0.0827                                | 0.5333                                      | 8.8343626e-08 | 642   |
| 1.0105     | 0.0828                           | 0.5674                                 | 1.0190          | 0.0828                                | 0.5360                                      | 8.833852e-08  | 643   |
| 1.0091     | 0.0829                           | 0.5679                                 | 1.0149          | 0.0829                                | 0.5304                                      | 8.8333394e-08 | 644   |
| 1.0094     | 0.0829                           | 0.5678                                 | 1.0206          | 0.0832                                | 0.5374                                      | 8.8328264e-08 | 645   |
| 1.0092     | 0.0829                           | 0.5669                                 | 1.0249          | 0.0832                                | 0.5365                                      | 8.832313e-08  | 646   |
| 1.0095     | 0.0829                           | 0.5688                                 | 1.0197          | 0.0826                                | 0.5398                                      | 8.831798e-08  | 647   |
| 1.0092     | 0.0829                           | 0.5674                                 | 1.0196          | 0.0827                                | 0.5343                                      | 8.831283e-08  | 648   |
| 1.0100     | 0.0829                           | 0.5683                                 | 1.0187          | 0.0828                                | 0.5356                                      | 8.830767e-08  | 649   |
| 1.0105     | 0.0828                           | 0.5687                                 | 1.0228          | 0.0826                                | 0.5353                                      | 8.830251e-08  | 650   |
| 1.0101     | 0.0828                           | 0.5694                                 | 1.0195          | 0.0831                                | 0.5347                                      | 8.8297334e-08 | 651   |
| 1.0098     | 0.0828                           | 0.5675                                 | 1.0287          | 0.0827                                | 0.5347                                      | 8.8292154e-08 | 652   |
| 1.0092     | 0.0830                           | 0.5671                                 | 1.0211          | 0.0825                                | 0.5295                                      | 8.828697e-08  | 653   |
| 1.0098     | 0.0829                           | 0.5688                                 | 1.0148          | 0.0834                                | 0.5316                                      | 8.828177e-08  | 654   |
| 1.0096     | 0.0828                           | 0.5689                                 | 1.0156          | 0.0829                                | 0.5399                                      | 8.827657e-08  | 655   |
| 1.0091     | 0.0828                           | 0.5677                                 | 1.0231          | 0.0829                                | 0.5347                                      | 8.827136e-08  | 656   |
| 1.0089     | 0.0829                           | 0.5674                                 | 1.0181          | 0.0832                                | 0.5328                                      | 8.826614e-08  | 657   |
| 1.0103     | 0.0828                           | 0.5691                                 | 1.0228          | 0.0831                                | 0.5354                                      | 8.826091e-08  | 658   |
| 1.0092     | 0.0830                           | 0.5702                                 | 1.0165          | 0.0830                                | 0.5303                                      | 8.8255675e-08 | 659   |
| 1.0077     | 0.0828                           | 0.5706                                 | 1.0219          | 0.0832                                | 0.5336                                      | 8.825043e-08  | 660   |
| 1.0095     | 0.0828                           | 0.5691                                 | 1.0240          | 0.0827                                | 0.5331                                      | 8.824518e-08  | 661   |
| 1.0096     | 0.0829                           | 0.5687                                 | 1.0235          | 0.0828                                | 0.5314                                      | 8.823992e-08  | 662   |
| 1.0091     | 0.0829                           | 0.5674                                 | 1.0234          | 0.0828                                | 0.5289                                      | 8.823466e-08  | 663   |
| 1.0091     | 0.0829                           | 0.5693                                 | 1.0244          | 0.0829                                | 0.5293                                      | 8.8229385e-08 | 664   |
| 1.0097     | 0.0829                           | 0.5696                                 | 1.0178          | 0.0830                                | 0.5362                                      | 8.8224105e-08 | 665   |
| 1.0088     | 0.0829                           | 0.5687                                 | 1.0194          | 0.0832                                | 0.5310                                      | 8.821882e-08  | 666   |
| 1.0100     | 0.0829                           | 0.5686                                 | 1.0172          | 0.0831                                | 0.5319                                      | 8.8213525e-08 | 667   |
| 1.0089     | 0.0829                           | 0.5699                                 | 1.0194          | 0.0833                                | 0.5429                                      | 8.8208225e-08 | 668   |
| 1.0077     | 0.0828                           | 0.5690                                 | 1.0207          | 0.0830                                | 0.5317                                      | 8.820292e-08  | 669   |
| 1.0083     | 0.0830                           | 0.5693                                 | 1.0267          | 0.0830                                | 0.5325                                      | 8.81976e-08   | 670   |
| 1.0091     | 0.0828                           | 0.5717                                 | 1.0245          | 0.0833                                | 0.5313                                      | 8.819227e-08  | 671   |
| 1.0098     | 0.0829                           | 0.5697                                 | 1.0209          | 0.0831                                | 0.5337                                      | 8.818694e-08  | 672   |
| 1.0092     | 0.0829                           | 0.5721                                 | 1.0200          | 0.0828                                | 0.5395                                      | 8.8181594e-08 | 673   |
| 1.0080     | 0.0829                           | 0.5706                                 | 1.0207          | 0.0830                                | 0.5370                                      | 8.817624e-08  | 674   |
| 1.0104     | 0.0828                           | 0.5681                                 | 1.0270          | 0.0825                                | 0.5378                                      | 8.8170886e-08 | 675   |
| 1.0089     | 0.0828                           | 0.5686                                 | 1.0176          | 0.0828                                | 0.5280                                      | 8.816552e-08  | 676   |
| 1.0079     | 0.0829                           | 0.5697                                 | 1.0174          | 0.0833                                | 0.5418                                      | 8.816015e-08  | 677   |
| 1.0085     | 0.0827                           | 0.5694                                 | 1.0238          | 0.0827                                | 0.5284                                      | 8.815477e-08  | 678   |
| 1.0094     | 0.0828                           | 0.5695                                 | 1.0229          | 0.0829                                | 0.5350                                      | 8.8149385e-08 | 679   |
| 1.0092     | 0.0828                           | 0.5696                                 | 1.0188          | 0.0832                                | 0.5349                                      | 8.814399e-08  | 680   |
| 1.0092     | 0.0828                           | 0.5712                                 | 1.0180          | 0.0833                                | 0.5375                                      | 8.813859e-08  | 681   |
| 1.0087     | 0.0828                           | 0.5696                                 | 1.0248          | 0.0829                                | 0.5318                                      | 8.8133184e-08 | 682   |
| 1.0083     | 0.0828                           | 0.5723                                 | 1.0217          | 0.0831                                | 0.5362                                      | 8.812777e-08  | 683   |
| 1.0084     | 0.0828                           | 0.5701                                 | 1.0210          | 0.0827                                | 0.5357                                      | 8.812235e-08  | 684   |
| 1.0068     | 0.0829                           | 0.5719                                 | 1.0235          | 0.0826                                | 0.5391                                      | 8.811691e-08  | 685   |
| 1.0076     | 0.0828                           | 0.5709                                 | 1.0166          | 0.0833                                | 0.5382                                      | 8.811147e-08  | 686   |
| 1.0080     | 0.0829                           | 0.5701                                 | 1.0196          | 0.0830                                | 0.5322                                      | 8.810602e-08  | 687   |
| 1.0085     | 0.0830                           | 0.5713                                 | 1.0202          | 0.0829                                | 0.5304                                      | 8.810056e-08  | 688   |
| 1.0092     | 0.0828                           | 0.5702                                 | 1.0238          | 0.0827                                | 0.5382                                      | 8.80951e-08   | 689   |
| 1.0075     | 0.0829                           | 0.5700                                 | 1.0240          | 0.0827                                | 0.5400                                      | 8.808963e-08  | 690   |
| 1.0068     | 0.0829                           | 0.5710                                 | 1.0208          | 0.0825                                | 0.5318                                      | 8.808415e-08  | 691   |
| 1.0087     | 0.0829                           | 0.5694                                 | 1.0236          | 0.0827                                | 0.5385                                      | 8.8078664e-08 | 692   |
| 1.0097     | 0.0828                           | 0.5696                                 | 1.0165          | 0.0835                                | 0.5353                                      | 8.807317e-08  | 693   |
| 1.0105     | 0.0829                           | 0.5695                                 | 1.0213          | 0.0828                                | 0.5365                                      | 8.806767e-08  | 694   |
| 1.0082     | 0.0829                           | 0.5710                                 | 1.0178          | 0.0829                                | 0.5339                                      | 8.8062166e-08 | 695   |
| 1.0080     | 0.0829                           | 0.5706                                 | 1.0186          | 0.0830                                | 0.5330                                      | 8.805665e-08  | 696   |
| 1.0089     | 0.0829                           | 0.5710                                 | 1.0160          | 0.0830                                | 0.5315                                      | 8.805113e-08  | 697   |
| 1.0094     | 0.0829                           | 0.5713                                 | 1.0162          | 0.0830                                | 0.5357                                      | 8.80456e-08   | 698   |
| 1.0083     | 0.0829                           | 0.5708                                 | 1.0216          | 0.0828                                | 0.5333                                      | 8.804007e-08  | 699   |
| 1.0075     | 0.0828                           | 0.5725                                 | 1.0149          | 0.0831                                | 0.5373                                      | 8.803452e-08  | 700   |
| 1.0065     | 0.0830                           | 0.5709                                 | 1.0221          | 0.0829                                | 0.5299                                      | 8.802896e-08  | 701   |
| 1.0068     | 0.0829                           | 0.5730                                 | 1.0149          | 0.0829                                | 0.5370                                      | 8.80234e-08   | 702   |
| 1.0079     | 0.0829                           | 0.5715                                 | 1.0223          | 0.0833                                | 0.5353                                      | 8.801783e-08  | 703   |
| 1.0074     | 0.0829                           | 0.5718                                 | 1.0200          | 0.0828                                | 0.5311                                      | 8.801225e-08  | 704   |
| 1.0070     | 0.0829                           | 0.5717                                 | 1.0161          | 0.0825                                | 0.5351                                      | 8.8006665e-08 | 705   |
| 1.0080     | 0.0829                           | 0.5705                                 | 1.0196          | 0.0830                                | 0.5366                                      | 8.800107e-08  | 706   |
| 1.0077     | 0.0829                           | 0.5727                                 | 1.0198          | 0.0832                                | 0.5378                                      | 8.7995474e-08 | 707   |
| 1.0084     | 0.0828                           | 0.5722                                 | 1.0189          | 0.0831                                | 0.5330                                      | 8.798987e-08  | 708   |
| 1.0073     | 0.0829                           | 0.5712                                 | 1.0195          | 0.0831                                | 0.5315                                      | 8.7984255e-08 | 709   |
| 1.0078     | 0.0828                           | 0.5720                                 | 1.0155          | 0.0834                                | 0.5332                                      | 8.7978634e-08 | 710   |
| 1.0082     | 0.0828                           | 0.5727                                 | 1.0259          | 0.0825                                | 0.5373                                      | 8.797301e-08  | 711   |
| 1.0076     | 0.0829                           | 0.5705                                 | 1.0184          | 0.0828                                | 0.5380                                      | 8.796737e-08  | 712   |
| 1.0068     | 0.0829                           | 0.5724                                 | 1.0228          | 0.0830                                | 0.5337                                      | 8.796173e-08  | 713   |
| 1.0072     | 0.0829                           | 0.5716                                 | 1.0214          | 0.0832                                | 0.5336                                      | 8.795608e-08  | 714   |
| 1.0074     | 0.0829                           | 0.5716                                 | 1.0236          | 0.0825                                | 0.5320                                      | 8.795042e-08  | 715   |
| 1.0082     | 0.0829                           | 0.5719                                 | 1.0198          | 0.0831                                | 0.5345                                      | 8.794475e-08  | 716   |
| 1.0071     | 0.0829                           | 0.5716                                 | 1.0233          | 0.0832                                | 0.5281                                      | 8.793907e-08  | 717   |
| 1.0067     | 0.0829                           | 0.5722                                 | 1.0207          | 0.0827                                | 0.5301                                      | 8.793339e-08  | 718   |
| 1.0069     | 0.0829                           | 0.5728                                 | 1.0201          | 0.0833                                | 0.5313                                      | 8.7927695e-08 | 719   |
| 1.0085     | 0.0828                           | 0.5715                                 | 1.0189          | 0.0832                                | 0.5325                                      | 8.7922e-08    | 720   |
| 1.0077     | 0.0829                           | 0.5732                                 | 1.0239          | 0.0830                                | 0.5407                                      | 8.791629e-08  | 721   |
| 1.0075     | 0.0828                           | 0.5726                                 | 1.0278          | 0.0831                                | 0.5350                                      | 8.791058e-08  | 722   |
| 1.0073     | 0.0829                           | 0.5726                                 | 1.0273          | 0.0832                                | 0.5305                                      | 8.790486e-08  | 723   |
| 1.0075     | 0.0828                           | 0.5721                                 | 1.0230          | 0.0830                                | 0.5308                                      | 8.789913e-08  | 724   |
| 1.0060     | 0.0829                           | 0.5734                                 | 1.0293          | 0.0824                                | 0.5313                                      | 8.78934e-08   | 725   |
| 1.0063     | 0.0828                           | 0.5732                                 | 1.0234          | 0.0830                                | 0.5328                                      | 8.7887656e-08 | 726   |
| 1.0064     | 0.0829                           | 0.5722                                 | 1.0218          | 0.0828                                | 0.5337                                      | 8.788191e-08  | 727   |
| 1.0073     | 0.0827                           | 0.5736                                 | 1.0213          | 0.0832                                | 0.5395                                      | 8.787615e-08  | 728   |
| 1.0069     | 0.0829                           | 0.5734                                 | 1.0259          | 0.0829                                | 0.5345                                      | 8.787039e-08  | 729   |
| 1.0064     | 0.0829                           | 0.5730                                 | 1.0220          | 0.0824                                | 0.5289                                      | 8.786462e-08  | 730   |
| 1.0059     | 0.0830                           | 0.5721                                 | 1.0225          | 0.0833                                | 0.5339                                      | 8.7858844e-08 | 731   |
| 1.0065     | 0.0829                           | 0.5722                                 | 1.0181          | 0.0830                                | 0.5345                                      | 8.785305e-08  | 732   |
| 1.0067     | 0.0828                           | 0.5737                                 | 1.0213          | 0.0827                                | 0.5324                                      | 8.7847255e-08 | 733   |
| 1.0063     | 0.0830                           | 0.5737                                 | 1.0172          | 0.0833                                | 0.5350                                      | 8.784145e-08  | 734   |
| 1.0067     | 0.0829                           | 0.5738                                 | 1.0234          | 0.0831                                | 0.5366                                      | 8.783564e-08  | 735   |
| 1.0054     | 0.0829                           | 0.5733                                 | 1.0214          | 0.0829                                | 0.5332                                      | 8.782982e-08  | 736   |
| 1.0059     | 0.0829                           | 0.5741                                 | 1.0230          | 0.0832                                | 0.5410                                      | 8.782399e-08  | 737   |
| 1.0066     | 0.0828                           | 0.5741                                 | 1.0225          | 0.0830                                | 0.5339                                      | 8.781816e-08  | 738   |
| 1.0066     | 0.0828                           | 0.5750                                 | 1.0222          | 0.0833                                | 0.5364                                      | 8.781232e-08  | 739   |
| 1.0065     | 0.0829                           | 0.5723                                 | 1.0179          | 0.0833                                | 0.5293                                      | 8.780647e-08  | 740   |
| 1.0054     | 0.0830                           | 0.5760                                 | 1.0301          | 0.0828                                | 0.5342                                      | 8.7800615e-08 | 741   |
| 1.0063     | 0.0829                           | 0.5735                                 | 1.0222          | 0.0828                                | 0.5333                                      | 8.779475e-08  | 742   |
| 1.0063     | 0.0829                           | 0.5737                                 | 1.0199          | 0.0835                                | 0.5332                                      | 8.7788884e-08 | 743   |
| 1.0064     | 0.0829                           | 0.5746                                 | 1.0179          | 0.0832                                | 0.5326                                      | 8.778301e-08  | 744   |
| 1.0068     | 0.0828                           | 0.5739                                 | 1.0164          | 0.0834                                | 0.5365                                      | 8.7777124e-08 | 745   |
| 1.0063     | 0.0829                           | 0.5743                                 | 1.0236          | 0.0831                                | 0.5328                                      | 8.7771234e-08 | 746   |
| 1.0052     | 0.0830                           | 0.5745                                 | 1.0190          | 0.0831                                | 0.5367                                      | 8.7765336e-08 | 747   |
| 1.0052     | 0.0827                           | 0.5755                                 | 1.0213          | 0.0829                                | 0.5349                                      | 8.775943e-08  | 748   |
| 1.0060     | 0.0830                           | 0.5737                                 | 1.0267          | 0.0828                                | 0.5363                                      | 8.775351e-08  | 749   |
| 1.0070     | 0.0829                           | 0.5739                                 | 1.0193          | 0.0826                                | 0.5376                                      | 8.774759e-08  | 750   |
| 1.0068     | 0.0829                           | 0.5744                                 | 1.0259          | 0.0831                                | 0.5318                                      | 8.7741654e-08 | 751   |
| 1.0061     | 0.0829                           | 0.5746                                 | 1.0233          | 0.0830                                | 0.5406                                      | 8.7735714e-08 | 752   |
| 1.0061     | 0.0829                           | 0.5731                                 | 1.0189          | 0.0829                                | 0.5363                                      | 8.772977e-08  | 753   |
| 1.0046     | 0.0830                           | 0.5745                                 | 1.0207          | 0.0835                                | 0.5388                                      | 8.772381e-08  | 754   |
| 1.0056     | 0.0829                           | 0.5767                                 | 1.0244          | 0.0824                                | 0.5319                                      | 8.771785e-08  | 755   |
| 1.0061     | 0.0829                           | 0.5744                                 | 1.0227          | 0.0830                                | 0.5347                                      | 8.771188e-08  | 756   |
| 1.0062     | 0.0829                           | 0.5736                                 | 1.0224          | 0.0830                                | 0.5341                                      | 8.770591e-08  | 757   |
| 1.0063     | 0.0830                           | 0.5743                                 | 1.0212          | 0.0828                                | 0.5367                                      | 8.7699924e-08 | 758   |
| 1.0060     | 0.0829                           | 0.5755                                 | 1.0192          | 0.0829                                | 0.5297                                      | 8.7693934e-08 | 759   |
| 1.0040     | 0.0829                           | 0.5758                                 | 1.0235          | 0.0830                                | 0.5363                                      | 8.768794e-08  | 760   |
| 1.0051     | 0.0829                           | 0.5749                                 | 1.0232          | 0.0829                                | 0.5356                                      | 8.768193e-08  | 761   |
| 1.0052     | 0.0829                           | 0.5734                                 | 1.0202          | 0.0831                                | 0.5329                                      | 8.767592e-08  | 762   |
| 1.0047     | 0.0828                           | 0.5758                                 | 1.0214          | 0.0825                                | 0.5343                                      | 8.76699e-08   | 763   |
| 1.0053     | 0.0828                           | 0.5751                                 | 1.0222          | 0.0827                                | 0.5426                                      | 8.766388e-08  | 764   |
| 1.0053     | 0.0829                           | 0.5747                                 | 1.0180          | 0.0833                                | 0.5314                                      | 8.7657845e-08 | 765   |
| 1.0067     | 0.0828                           | 0.5750                                 | 1.0202          | 0.0829                                | 0.5376                                      | 8.7651806e-08 | 766   |
| 1.0070     | 0.0829                           | 0.5743                                 | 1.0234          | 0.0832                                | 0.5331                                      | 8.764576e-08  | 767   |
| 1.0074     | 0.0828                           | 0.5753                                 | 1.0174          | 0.0831                                | 0.5317                                      | 8.76397e-08   | 768   |
| 1.0052     | 0.0828                           | 0.5753                                 | 1.0152          | 0.0826                                | 0.5399                                      | 8.763363e-08  | 769   |
| 1.0053     | 0.0829                           | 0.5763                                 | 1.0196          | 0.0829                                | 0.5381                                      | 8.7627555e-08 | 770   |
| 1.0059     | 0.0828                           | 0.5757                                 | 1.0214          | 0.0830                                | 0.5368                                      | 8.762147e-08  | 771   |
| 1.0069     | 0.0828                           | 0.5742                                 | 1.0228          | 0.0832                                | 0.5350                                      | 8.761538e-08  | 772   |
| 1.0056     | 0.0829                           | 0.5745                                 | 1.0226          | 0.0828                                | 0.5337                                      | 8.760929e-08  | 773   |
| 1.0058     | 0.0829                           | 0.5751                                 | 1.0196          | 0.0831                                | 0.5324                                      | 8.760318e-08  | 774   |
| 1.0055     | 0.0829                           | 0.5759                                 | 1.0198          | 0.0830                                | 0.5381                                      | 8.759707e-08  | 775   |
| 1.0048     | 0.0829                           | 0.5761                                 | 1.0295          | 0.0827                                | 0.5403                                      | 8.7590955e-08 | 776   |
| 1.0056     | 0.0829                           | 0.5762                                 | 1.0202          | 0.0828                                | 0.5327                                      | 8.758483e-08  | 777   |
| 1.0051     | 0.0827                           | 0.5745                                 | 1.0166          | 0.0831                                | 0.5356                                      | 8.75787e-08   | 778   |
| 1.0056     | 0.0829                           | 0.5747                                 | 1.0208          | 0.0829                                | 0.5326                                      | 8.757256e-08  | 779   |
| 1.0050     | 0.0830                           | 0.5760                                 | 1.0195          | 0.0831                                | 0.5287                                      | 8.756641e-08  | 780   |
| 1.0057     | 0.0830                           | 0.5751                                 | 1.0212          | 0.0832                                | 0.5336                                      | 8.756026e-08  | 781   |
| 1.0054     | 0.0829                           | 0.5770                                 | 1.0211          | 0.0831                                | 0.5328                                      | 8.75541e-08   | 782   |
| 1.0052     | 0.0829                           | 0.5750                                 | 1.0196          | 0.0830                                | 0.5314                                      | 8.754793e-08  | 783   |
| 1.0048     | 0.0829                           | 0.5761                                 | 1.0264          | 0.0827                                | 0.5279                                      | 8.754176e-08  | 784   |
| 1.0045     | 0.0830                           | 0.5742                                 | 1.0140          | 0.0828                                | 0.5302                                      | 8.7535575e-08 | 785   |
| 1.0047     | 0.0828                           | 0.5770                                 | 1.0223          | 0.0830                                | 0.5337                                      | 8.7529386e-08 | 786   |
| 1.0049     | 0.0830                           | 0.5764                                 | 1.0225          | 0.0828                                | 0.5360                                      | 8.752319e-08  | 787   |
| 1.0042     | 0.0828                           | 0.5759                                 | 1.0185          | 0.0829                                | 0.5358                                      | 8.751698e-08  | 788   |
| 1.0033     | 0.0830                           | 0.5769                                 | 1.0233          | 0.0830                                | 0.5341                                      | 8.751076e-08  | 789   |
| 1.0045     | 0.0828                           | 0.5770                                 | 1.0204          | 0.0827                                | 0.5327                                      | 8.750454e-08  | 790   |
| 1.0042     | 0.0828                           | 0.5775                                 | 1.0204          | 0.0830                                | 0.5385                                      | 8.749831e-08  | 791   |
| 1.0040     | 0.0829                           | 0.5760                                 | 1.0216          | 0.0826                                | 0.5366                                      | 8.749207e-08  | 792   |
| 1.0048     | 0.0830                           | 0.5752                                 | 1.0232          | 0.0831                                | 0.5343                                      | 8.748582e-08  | 793   |
| 1.0048     | 0.0829                           | 0.5769                                 | 1.0193          | 0.0827                                | 0.5386                                      | 8.747957e-08  | 794   |
| 1.0034     | 0.0828                           | 0.5770                                 | 1.0193          | 0.0828                                | 0.5364                                      | 8.747331e-08  | 795   |
| 1.0057     | 0.0828                           | 0.5767                                 | 1.0210          | 0.0834                                | 0.5400                                      | 8.746704e-08  | 796   |
| 1.0046     | 0.0829                           | 0.5757                                 | 1.0209          | 0.0833                                | 0.5330                                      | 8.746077e-08  | 797   |
| 1.0038     | 0.0831                           | 0.5783                                 | 1.0154          | 0.0827                                | 0.5362                                      | 8.745449e-08  | 798   |
| 1.0045     | 0.0830                           | 0.5772                                 | 1.0234          | 0.0828                                | 0.5351                                      | 8.74482e-08   | 799   |
| 1.0050     | 0.0829                           | 0.5757                                 | 1.0225          | 0.0827                                | 0.5308                                      | 8.7441904e-08 | 800   |
| 1.0034     | 0.0829                           | 0.5769                                 | 1.0302          | 0.0831                                | 0.5376                                      | 8.74356e-08   | 801   |
| 1.0038     | 0.0829                           | 0.5753                                 | 1.0143          | 0.0833                                | 0.5357                                      | 8.742929e-08  | 802   |
| 1.0038     | 0.0829                           | 0.5783                                 | 1.0157          | 0.0831                                | 0.5375                                      | 8.7422976e-08 | 803   |
| 1.0052     | 0.0829                           | 0.5777                                 | 1.0234          | 0.0832                                | 0.5304                                      | 8.741665e-08  | 804   |
| 1.0048     | 0.0830                           | 0.5773                                 | 1.0256          | 0.0827                                | 0.5317                                      | 8.741032e-08  | 805   |
| 1.0041     | 0.0828                           | 0.5779                                 | 1.0202          | 0.0826                                | 0.5348                                      | 8.740398e-08  | 806   |
| 1.0028     | 0.0827                           | 0.5784                                 | 1.0208          | 0.0834                                | 0.5336                                      | 8.739764e-08  | 807   |
| 1.0038     | 0.0828                           | 0.5763                                 | 1.0306          | 0.0825                                | 0.5288                                      | 8.7391285e-08 | 808   |
| 1.0037     | 0.0829                           | 0.5782                                 | 1.0208          | 0.0830                                | 0.5341                                      | 8.7384926e-08 | 809   |
| 1.0053     | 0.0829                           | 0.5769                                 | 1.0207          | 0.0831                                | 0.5351                                      | 8.737856e-08  | 810   |
| 1.0038     | 0.0829                           | 0.5779                                 | 1.0248          | 0.0835                                | 0.5381                                      | 8.737218e-08  | 811   |
| 1.0051     | 0.0828                           | 0.5766                                 | 1.0199          | 0.0833                                | 0.5325                                      | 8.736579e-08  | 812   |
| 1.0040     | 0.0829                           | 0.5770                                 | 1.0185          | 0.0832                                | 0.5331                                      | 8.7359396e-08 | 813   |
| 1.0039     | 0.0829                           | 0.5794                                 | 1.0256          | 0.0831                                | 0.5338                                      | 8.7352994e-08 | 814   |
| 1.0038     | 0.0829                           | 0.5775                                 | 1.0263          | 0.0827                                | 0.5394                                      | 8.7346585e-08 | 815   |
| 1.0040     | 0.0828                           | 0.5775                                 | 1.0234          | 0.0829                                | 0.5290                                      | 8.734017e-08  | 816   |
| 1.0043     | 0.0828                           | 0.5776                                 | 1.0178          | 0.0834                                | 0.5339                                      | 8.7333746e-08 | 817   |
| 1.0033     | 0.0829                           | 0.5778                                 | 1.0209          | 0.0834                                | 0.5326                                      | 8.7327315e-08 | 818   |
| 1.0043     | 0.0829                           | 0.5764                                 | 1.0225          | 0.0833                                | 0.5388                                      | 8.732088e-08  | 819   |
| 1.0043     | 0.0829                           | 0.5775                                 | 1.0185          | 0.0832                                | 0.5374                                      | 8.731443e-08  | 820   |
| 1.0030     | 0.0829                           | 0.5794                                 | 1.0244          | 0.0832                                | 0.5324                                      | 8.730798e-08  | 821   |
| 1.0041     | 0.0829                           | 0.5769                                 | 1.0270          | 0.0828                                | 0.5373                                      | 8.730152e-08  | 822   |
| 1.0027     | 0.0828                           | 0.5777                                 | 1.0230          | 0.0833                                | 0.5335                                      | 8.729506e-08  | 823   |
| 1.0029     | 0.0828                           | 0.5786                                 | 1.0206          | 0.0831                                | 0.5369                                      | 8.728858e-08  | 824   |
| 1.0026     | 0.0829                           | 0.5788                                 | 1.0210          | 0.0831                                | 0.5376                                      | 8.72821e-08   | 825   |
| 1.0052     | 0.0828                           | 0.5782                                 | 1.0255          | 0.0826                                | 0.5325                                      | 8.7275616e-08 | 826   |
| 1.0036     | 0.0830                           | 0.5786                                 | 1.0222          | 0.0827                                | 0.5326                                      | 8.726912e-08  | 827   |
| 1.0039     | 0.0829                           | 0.5765                                 | 1.0186          | 0.0832                                | 0.5373                                      | 8.726262e-08  | 828   |
| 1.0033     | 0.0829                           | 0.5782                                 | 1.0199          | 0.0827                                | 0.5387                                      | 8.725611e-08  | 829   |
| 1.0024     | 0.0829                           | 0.5795                                 | 1.0228          | 0.0831                                | 0.5306                                      | 8.7249596e-08 | 830   |
| 1.0036     | 0.0829                           | 0.5784                                 | 1.0246          | 0.0829                                | 0.5298                                      | 8.724307e-08  | 831   |
| 1.0025     | 0.0829                           | 0.5783                                 | 1.0235          | 0.0823                                | 0.5348                                      | 8.723654e-08  | 832   |
| 1.0036     | 0.0829                           | 0.5786                                 | 1.0224          | 0.0829                                | 0.5381                                      | 8.7230006e-08 | 833   |
| 1.0017     | 0.0829                           | 0.5803                                 | 1.0219          | 0.0828                                | 0.5328                                      | 8.722346e-08  | 834   |
| 1.0045     | 0.0829                           | 0.5787                                 | 1.0233          | 0.0830                                | 0.5351                                      | 8.721691e-08  | 835   |
| 1.0030     | 0.0829                           | 0.5799                                 | 1.0215          | 0.0831                                | 0.5323                                      | 8.721035e-08  | 836   |
| 1.0025     | 0.0830                           | 0.5794                                 | 1.0178          | 0.0832                                | 0.5376                                      | 8.720378e-08  | 837   |
| 1.0036     | 0.0829                           | 0.5784                                 | 1.0231          | 0.0830                                | 0.5314                                      | 8.71972e-08   | 838   |
| 1.0027     | 0.0829                           | 0.5787                                 | 1.0228          | 0.0831                                | 0.5312                                      | 8.7190614e-08 | 839   |
| 1.0043     | 0.0829                           | 0.5773                                 | 1.0223          | 0.0830                                | 0.5314                                      | 8.718402e-08  | 840   |
| 1.0030     | 0.0830                           | 0.5792                                 | 1.0250          | 0.0826                                | 0.5292                                      | 8.717742e-08  | 841   |
| 1.0025     | 0.0828                           | 0.5802                                 | 1.0226          | 0.0831                                | 0.5406                                      | 8.717081e-08  | 842   |
| 1.0029     | 0.0829                           | 0.5793                                 | 1.0214          | 0.0830                                | 0.5350                                      | 8.7164196e-08 | 843   |
| 1.0028     | 0.0829                           | 0.5789                                 | 1.0230          | 0.0835                                | 0.5345                                      | 8.7157574e-08 | 844   |
| 1.0030     | 0.0829                           | 0.5800                                 | 1.0241          | 0.0834                                | 0.5345                                      | 8.7150944e-08 | 845   |
| 1.0029     | 0.0829                           | 0.5785                                 | 1.0217          | 0.0834                                | 0.5313                                      | 8.714431e-08  | 846   |
| 1.0014     | 0.0829                           | 0.5796                                 | 1.0246          | 0.0832                                | 0.5404                                      | 8.7137664e-08 | 847   |
| 1.0029     | 0.0829                           | 0.5795                                 | 1.0223          | 0.0829                                | 0.5319                                      | 8.713101e-08  | 848   |
| 1.0027     | 0.0829                           | 0.5779                                 | 1.0209          | 0.0831                                | 0.5315                                      | 8.7124356e-08 | 849   |
| 1.0019     | 0.0828                           | 0.5800                                 | 1.0257          | 0.0831                                | 0.5383                                      | 8.711769e-08  | 850   |
| 1.0030     | 0.0829                           | 0.5793                                 | 1.0226          | 0.0824                                | 0.5361                                      | 8.711102e-08  | 851   |
| 1.0017     | 0.0828                           | 0.5790                                 | 1.0216          | 0.0830                                | 0.5303                                      | 8.710434e-08  | 852   |
| 1.0018     | 0.0829                           | 0.5805                                 | 1.0249          | 0.0829                                | 0.5318                                      | 8.709765e-08  | 853   |
| 1.0018     | 0.0829                           | 0.5806                                 | 1.0204          | 0.0829                                | 0.5425                                      | 8.709096e-08  | 854   |
| 1.0024     | 0.0829                           | 0.5796                                 | 1.0209          | 0.0829                                | 0.5365                                      | 8.708426e-08  | 855   |
| 1.0048     | 0.0828                           | 0.5783                                 | 1.0184          | 0.0831                                | 0.5420                                      | 8.707755e-08  | 856   |
| 1.0029     | 0.0829                           | 0.5803                                 | 1.0187          | 0.0829                                | 0.5369                                      | 8.707084e-08  | 857   |
| 1.0035     | 0.0829                           | 0.5812                                 | 1.0256          | 0.0829                                | 0.5298                                      | 8.7064116e-08 | 858   |
| 1.0014     | 0.0829                           | 0.5805                                 | 1.0224          | 0.0833                                | 0.5327                                      | 8.705739e-08  | 859   |
| 1.0024     | 0.0830                           | 0.5800                                 | 1.0167          | 0.0835                                | 0.5350                                      | 8.705065e-08  | 860   |
| 1.0032     | 0.0829                           | 0.5804                                 | 1.0260          | 0.0827                                | 0.5349                                      | 8.704391e-08  | 861   |
| 1.0025     | 0.0829                           | 0.5796                                 | 1.0223          | 0.0831                                | 0.5400                                      | 8.703716e-08  | 862   |
| 1.0015     | 0.0829                           | 0.5798                                 | 1.0244          | 0.0831                                | 0.5305                                      | 8.70304e-08   | 863   |
| 1.0024     | 0.0829                           | 0.5817                                 | 1.0233          | 0.0826                                | 0.5341                                      | 8.7023636e-08 | 864   |
| 1.0015     | 0.0829                           | 0.5801                                 | 1.0214          | 0.0831                                | 0.5300                                      | 8.7016865e-08 | 865   |
| 1.0011     | 0.0829                           | 0.5820                                 | 1.0254          | 0.0831                                | 0.5330                                      | 8.7010086e-08 | 866   |
| 1.0015     | 0.0828                           | 0.5816                                 | 1.0218          | 0.0826                                | 0.5332                                      | 8.70033e-08   | 867   |
| 1.0034     | 0.0830                           | 0.5807                                 | 1.0180          | 0.0833                                | 0.5375                                      | 8.699651e-08  | 868   |
| 1.0021     | 0.0830                           | 0.5803                                 | 1.0172          | 0.0829                                | 0.5410                                      | 8.69897e-08   | 869   |
| 1.0026     | 0.0828                           | 0.5804                                 | 1.0196          | 0.0828                                | 0.5436                                      | 8.698289e-08  | 870   |
| 1.0019     | 0.0829                           | 0.5788                                 | 1.0211          | 0.0832                                | 0.5349                                      | 8.6976065e-08 | 871   |
| 1.0019     | 0.0829                           | 0.5804                                 | 1.0187          | 0.0831                                | 0.5351                                      | 8.696924e-08  | 872   |
| 1.0010     | 0.0828                           | 0.5813                                 | 1.0210          | 0.0834                                | 0.5385                                      | 8.69624e-08   | 873   |
| 1.0013     | 0.0829                           | 0.5816                                 | 1.0243          | 0.0833                                | 0.5349                                      | 8.695556e-08  | 874   |
| 1.0021     | 0.0829                           | 0.5802                                 | 1.0230          | 0.0828                                | 0.5370                                      | 8.694871e-08  | 875   |
| 1.0008     | 0.0829                           | 0.5818                                 | 1.0223          | 0.0832                                | 0.5268                                      | 8.694185e-08  | 876   |
| 1.0011     | 0.0829                           | 0.5811                                 | 1.0226          | 0.0830                                | 0.5291                                      | 8.693499e-08  | 877   |
| 1.0013     | 0.0828                           | 0.5823                                 | 1.0217          | 0.0831                                | 0.5340                                      | 8.692812e-08  | 878   |
| 1.0016     | 0.0829                           | 0.5825                                 | 1.0254          | 0.0830                                | 0.5288                                      | 8.692124e-08  | 879   |
| 1.0015     | 0.0829                           | 0.5814                                 | 1.0274          | 0.0830                                | 0.5371                                      | 8.6914355e-08 | 880   |
| 1.0029     | 0.0829                           | 0.5803                                 | 1.0250          | 0.0831                                | 0.5300                                      | 8.690746e-08  | 881   |
| 1.0010     | 0.0829                           | 0.5803                                 | 1.0235          | 0.0829                                | 0.5345                                      | 8.690056e-08  | 882   |
| 1.0006     | 0.0829                           | 0.5819                                 | 1.0246          | 0.0831                                | 0.5333                                      | 8.689366e-08  | 883   |
| 1.0010     | 0.0829                           | 0.5814                                 | 1.0208          | 0.0830                                | 0.5366                                      | 8.688674e-08  | 884   |
| 1.0009     | 0.0830                           | 0.5817                                 | 1.0250          | 0.0833                                | 0.5278                                      | 8.687982e-08  | 885   |
| 1.0012     | 0.0829                           | 0.5808                                 | 1.0230          | 0.0829                                | 0.5337                                      | 8.6872895e-08 | 886   |
| 1.0002     | 0.0829                           | 0.5826                                 | 1.0200          | 0.0833                                | 0.5284                                      | 8.686596e-08  | 887   |
| 1.0013     | 0.0829                           | 0.5827                                 | 1.0216          | 0.0829                                | 0.5325                                      | 8.685902e-08  | 888   |
| 1.0011     | 0.0829                           | 0.5823                                 | 1.0269          | 0.0830                                | 0.5361                                      | 8.685207e-08  | 889   |
| 1.0008     | 0.0829                           | 0.5826                                 | 1.0255          | 0.0829                                | 0.5344                                      | 8.684511e-08  | 890   |
| 0.9995     | 0.0829                           | 0.5825                                 | 1.0243          | 0.0831                                | 0.5297                                      | 8.683815e-08  | 891   |
| 1.0021     | 0.0829                           | 0.5823                                 | 1.0242          | 0.0830                                | 0.5345                                      | 8.683118e-08  | 892   |
| 1.0013     | 0.0829                           | 0.5822                                 | 1.0233          | 0.0834                                | 0.5376                                      | 8.68242e-08   | 893   |
| 1.0018     | 0.0829                           | 0.5819                                 | 1.0243          | 0.0830                                | 0.5381                                      | 8.681722e-08  | 894   |
| 1.0002     | 0.0829                           | 0.5821                                 | 1.0220          | 0.0830                                | 0.5318                                      | 8.6810225e-08 | 895   |
| 1.0003     | 0.0829                           | 0.5823                                 | 1.0220          | 0.0832                                | 0.5300                                      | 8.6803226e-08 | 896   |
| 1.0019     | 0.0829                           | 0.5838                                 | 1.0179          | 0.0832                                | 0.5353                                      | 8.679622e-08  | 897   |
| 1.0021     | 0.0829                           | 0.5830                                 | 1.0238          | 0.0833                                | 0.5347                                      | 8.678921e-08  | 898   |
| 1.0002     | 0.0829                           | 0.5843                                 | 1.0202          | 0.0829                                | 0.5368                                      | 8.678219e-08  | 899   |
| 1.0016     | 0.0828                           | 0.5842                                 | 1.0203          | 0.0830                                | 0.5398                                      | 8.677516e-08  | 900   |
| 1.0015     | 0.0828                           | 0.5814                                 | 1.0228          | 0.0832                                | 0.5313                                      | 8.6768125e-08 | 901   |
| 1.0011     | 0.0828                           | 0.5828                                 | 1.0243          | 0.0831                                | 0.5328                                      | 8.6761084e-08 | 902   |
| 1.0016     | 0.0828                           | 0.5830                                 | 1.0254          | 0.0831                                | 0.5307                                      | 8.6754035e-08 | 903   |
| 1.0003     | 0.0828                           | 0.5819                                 | 1.0278          | 0.0827                                | 0.5318                                      | 8.674698e-08  | 904   |
| 1.0014     | 0.0828                           | 0.5838                                 | 1.0255          | 0.0829                                | 0.5300                                      | 8.673992e-08  | 905   |
| 1.0007     | 0.0829                           | 0.5853                                 | 1.0246          | 0.0830                                | 0.5354                                      | 8.673285e-08  | 906   |
| 1.0006     | 0.0830                           | 0.5816                                 | 1.0219          | 0.0830                                | 0.5313                                      | 8.672577e-08  | 907   |
| 1.0003     | 0.0829                           | 0.5840                                 | 1.0255          | 0.0829                                | 0.5315                                      | 8.6718686e-08 | 908   |
| 0.9992     | 0.0830                           | 0.5833                                 | 1.0239          | 0.0831                                | 0.5302                                      | 8.6711594e-08 | 909   |
| 1.0000     | 0.0830                           | 0.5838                                 | 1.0181          | 0.0833                                | 0.5328                                      | 8.6704496e-08 | 910   |
| 0.9992     | 0.0829                           | 0.5848                                 | 1.0263          | 0.0829                                | 0.5298                                      | 8.669739e-08  | 911   |
| 1.0002     | 0.0829                           | 0.5830                                 | 1.0250          | 0.0829                                | 0.5371                                      | 8.669028e-08  | 912   |
| 1.0001     | 0.0829                           | 0.5836                                 | 1.0232          | 0.0829                                | 0.5313                                      | 8.668316e-08  | 913   |
| 1.0004     | 0.0829                           | 0.5846                                 | 1.0237          | 0.0830                                | 0.5349                                      | 8.667603e-08  | 914   |
| 0.9986     | 0.0829                           | 0.5846                                 | 1.0197          | 0.0829                                | 0.5349                                      | 8.66689e-08   | 915   |
| 0.9992     | 0.0829                           | 0.5853                                 | 1.0295          | 0.0830                                | 0.5306                                      | 8.666176e-08  | 916   |
| 0.9987     | 0.0829                           | 0.5861                                 | 1.0241          | 0.0831                                | 0.5310                                      | 8.665461e-08  | 917   |
| 0.9995     | 0.0830                           | 0.5848                                 | 1.0312          | 0.0831                                | 0.5307                                      | 8.664745e-08  | 918   |
| 0.9993     | 0.0829                           | 0.5857                                 | 1.0222          | 0.0830                                | 0.5299                                      | 8.664028e-08  | 919   |
| 0.9999     | 0.0830                           | 0.5837                                 | 1.0273          | 0.0828                                | 0.5354                                      | 8.66331e-08   | 920   |
| 1.0002     | 0.0828                           | 0.5854                                 | 1.0259          | 0.0830                                | 0.5302                                      | 8.662592e-08  | 921   |
| 1.0005     | 0.0829                           | 0.5848                                 | 1.0238          | 0.0831                                | 0.5299                                      | 8.6618726e-08 | 922   |
| 0.9990     | 0.0829                           | 0.5865                                 | 1.0227          | 0.0828                                | 0.5312                                      | 8.661153e-08  | 923   |
| 0.9991     | 0.0828                           | 0.5848                                 | 1.0237          | 0.0830                                | 0.5277                                      | 8.6604324e-08 | 924   |
| 0.9991     | 0.0829                           | 0.5830                                 | 1.0262          | 0.0830                                | 0.5235                                      | 8.659711e-08  | 925   |
| 1.0006     | 0.0829                           | 0.5830                                 | 1.0271          | 0.0829                                | 0.5288                                      | 8.658989e-08  | 926   |
| 1.0004     | 0.0828                           | 0.5845                                 | 1.0223          | 0.0830                                | 0.5331                                      | 8.6582666e-08 | 927   |
| 0.9997     | 0.0829                           | 0.5837                                 | 1.0252          | 0.0830                                | 0.5306                                      | 8.657543e-08  | 928   |
| 0.9996     | 0.0828                           | 0.5852                                 | 1.0210          | 0.0826                                | 0.5333                                      | 8.656819e-08  | 929   |
| 0.9997     | 0.0828                           | 0.5837                                 | 1.0298          | 0.0825                                | 0.5270                                      | 8.6560945e-08 | 930   |
| 0.9988     | 0.0828                           | 0.5858                                 | 1.0232          | 0.0831                                | 0.5319                                      | 8.655369e-08  | 931   |
| 0.9993     | 0.0829                           | 0.5838                                 | 1.0157          | 0.0834                                | 0.5392                                      | 8.654643e-08  | 932   |
| 1.0002     | 0.0829                           | 0.5830                                 | 1.0238          | 0.0830                                | 0.5294                                      | 8.653916e-08  | 933   |
| 0.9992     | 0.0829                           | 0.5840                                 | 1.0246          | 0.0828                                | 0.5349                                      | 8.6531884e-08 | 934   |
| 0.9991     | 0.0829                           | 0.5864                                 | 1.0218          | 0.0830                                | 0.5345                                      | 8.65246e-08   | 935   |
| 1.0002     | 0.0829                           | 0.5850                                 | 1.0277          | 0.0834                                | 0.5306                                      | 8.651731e-08  | 936   |
| 0.9994     | 0.0829                           | 0.5830                                 | 1.0227          | 0.0829                                | 0.5393                                      | 8.651001e-08  | 937   |
| 0.9989     | 0.0829                           | 0.5863                                 | 1.0240          | 0.0834                                | 0.5323                                      | 8.650271e-08  | 938   |
| 0.9992     | 0.0829                           | 0.5845                                 | 1.0232          | 0.0829                                | 0.5367                                      | 8.64954e-08   | 939   |
| 0.9977     | 0.0829                           | 0.5861                                 | 1.0264          | 0.0827                                | 0.5301                                      | 8.648808e-08  | 940   |
| 0.9983     | 0.0829                           | 0.5861                                 | 1.0232          | 0.0829                                | 0.5304                                      | 8.648075e-08  | 941   |
| 0.9978     | 0.0830                           | 0.5858                                 | 1.0205          | 0.0835                                | 0.5282                                      | 8.647342e-08  | 942   |
| 0.9992     | 0.0829                           | 0.5860                                 | 1.0234          | 0.0827                                | 0.5223                                      | 8.646608e-08  | 943   |
| 0.9998     | 0.0829                           | 0.5846                                 | 1.0287          | 0.0829                                | 0.5401                                      | 8.645873e-08  | 944   |
| 0.9993     | 0.0830                           | 0.5849                                 | 1.0244          | 0.0827                                | 0.5331                                      | 8.645138e-08  | 945   |
| 0.9984     | 0.0830                           | 0.5865                                 | 1.0290          | 0.0831                                | 0.5274                                      | 8.644402e-08  | 946   |
| 1.0004     | 0.0828                           | 0.5874                                 | 1.0172          | 0.0836                                | 0.5344                                      | 8.643665e-08  | 947   |
| 1.0008     | 0.0828                           | 0.5864                                 | 1.0240          | 0.0829                                | 0.5287                                      | 8.6429274e-08 | 948   |
| 0.9993     | 0.0828                           | 0.5840                                 | 1.0244          | 0.0833                                | 0.5347                                      | 8.642189e-08  | 949   |
| 1.0005     | 0.0830                           | 0.5835                                 | 1.0245          | 0.0829                                | 0.5375                                      | 8.64145e-08   | 950   |
| 0.9984     | 0.0829                           | 0.5857                                 | 1.0259          | 0.0831                                | 0.5287                                      | 8.6407105e-08 | 951   |
| 0.9971     | 0.0830                           | 0.5868                                 | 1.0273          | 0.0832                                | 0.5322                                      | 8.63997e-08   | 952   |
| 0.9979     | 0.0830                           | 0.5857                                 | 1.0284          | 0.0827                                | 0.5317                                      | 8.639229e-08  | 953   |
| 0.9978     | 0.0830                           | 0.5864                                 | 1.0248          | 0.0831                                | 0.5326                                      | 8.638487e-08  | 954   |
| 0.9997     | 0.0828                           | 0.5847                                 | 1.0197          | 0.0827                                | 0.5315                                      | 8.637745e-08  | 955   |
| 0.9981     | 0.0829                           | 0.5861                                 | 1.0230          | 0.0831                                | 0.5349                                      | 8.6370015e-08 | 956   |
| 0.9988     | 0.0829                           | 0.5853                                 | 1.0285          | 0.0825                                | 0.5307                                      | 8.6362576e-08 | 957   |
| 0.9983     | 0.0829                           | 0.5874                                 | 1.0244          | 0.0828                                | 0.5340                                      | 8.635513e-08  | 958   |
| 0.9974     | 0.0830                           | 0.5856                                 | 1.0278          | 0.0831                                | 0.5311                                      | 8.6347676e-08 | 959   |
| 0.9977     | 0.0829                           | 0.5868                                 | 1.0239          | 0.0833                                | 0.5319                                      | 8.6340215e-08 | 960   |
| 0.9992     | 0.0830                           | 0.5862                                 | 1.0211          | 0.0831                                | 0.5317                                      | 8.633275e-08  | 961   |
| 0.9978     | 0.0830                           | 0.5871                                 | 1.0217          | 0.0830                                | 0.5414                                      | 8.632527e-08  | 962   |
| 0.9977     | 0.0829                           | 0.5874                                 | 1.0257          | 0.0829                                | 0.5339                                      | 8.631779e-08  | 963   |
| 0.9982     | 0.0830                           | 0.5878                                 | 1.0214          | 0.0833                                | 0.5327                                      | 8.63103e-08   | 964   |
| 0.9981     | 0.0829                           | 0.5875                                 | 1.0234          | 0.0830                                | 0.5308                                      | 8.6302805e-08 | 965   |
| 0.9973     | 0.0829                           | 0.5872                                 | 1.0233          | 0.0832                                | 0.5345                                      | 8.62953e-08   | 966   |
| 0.9975     | 0.0829                           | 0.5861                                 | 1.0219          | 0.0829                                | 0.5350                                      | 8.628779e-08  | 967   |
| 0.9976     | 0.0830                           | 0.5868                                 | 1.0297          | 0.0828                                | 0.5277                                      | 8.6280274e-08 | 968   |
| 0.9979     | 0.0829                           | 0.5851                                 | 1.0229          | 0.0830                                | 0.5324                                      | 8.627275e-08  | 969   |
| 0.9984     | 0.0829                           | 0.5872                                 | 1.0277          | 0.0829                                | 0.5292                                      | 8.626522e-08  | 970   |
| 0.9986     | 0.0829                           | 0.5873                                 | 1.0265          | 0.0825                                | 0.5304                                      | 8.625768e-08  | 971   |
| 0.9981     | 0.0829                           | 0.5879                                 | 1.0246          | 0.0835                                | 0.5339                                      | 8.625013e-08  | 972   |
| 0.9972     | 0.0828                           | 0.5892                                 | 1.0209          | 0.0828                                | 0.5325                                      | 8.624258e-08  | 973   |
| 0.9983     | 0.0829                           | 0.5870                                 | 1.0278          | 0.0828                                | 0.5308                                      | 8.623502e-08  | 974   |
| 0.9983     | 0.0830                           | 0.5877                                 | 1.0267          | 0.0830                                | 0.5307                                      | 8.622745e-08  | 975   |
| 0.9978     | 0.0830                           | 0.5896                                 | 1.0261          | 0.0832                                | 0.5274                                      | 8.621988e-08  | 976   |
| 0.9986     | 0.0829                           | 0.5879                                 | 1.0200          | 0.0831                                | 0.5343                                      | 8.6212296e-08 | 977   |
| 0.9985     | 0.0829                           | 0.5874                                 | 1.0265          | 0.0826                                | 0.5287                                      | 8.620471e-08  | 978   |
| 0.9978     | 0.0829                           | 0.5869                                 | 1.0268          | 0.0829                                | 0.5297                                      | 8.619711e-08  | 979   |
| 0.9962     | 0.0830                           | 0.5889                                 | 1.0248          | 0.0836                                | 0.5284                                      | 8.618951e-08  | 980   |
| 0.9978     | 0.0829                           | 0.5879                                 | 1.0249          | 0.0829                                | 0.5345                                      | 8.61819e-08   | 981   |
| 0.9975     | 0.0829                           | 0.5870                                 | 1.0234          | 0.0832                                | 0.5264                                      | 8.617428e-08  | 982   |
| 0.9984     | 0.0829                           | 0.5871                                 | 1.0189          | 0.0830                                | 0.5326                                      | 8.616666e-08  | 983   |
| 0.9977     | 0.0829                           | 0.5882                                 | 1.0246          | 0.0833                                | 0.5326                                      | 8.615903e-08  | 984   |
| 0.9977     | 0.0829                           | 0.5862                                 | 1.0250          | 0.0827                                | 0.5349                                      | 8.615139e-08  | 985   |
| 0.9979     | 0.0830                           | 0.5876                                 | 1.0240          | 0.0827                                | 0.5387                                      | 8.614374e-08  | 986   |
| 0.9987     | 0.0828                           | 0.5878                                 | 1.0277          | 0.0832                                | 0.5255                                      | 8.613609e-08  | 987   |
| 0.9971     | 0.0829                           | 0.5876                                 | 1.0286          | 0.0831                                | 0.5281                                      | 8.612843e-08  | 988   |
| 0.9970     | 0.0829                           | 0.5899                                 | 1.0242          | 0.0828                                | 0.5323                                      | 8.6120764e-08 | 989   |
| 0.9980     | 0.0829                           | 0.5871                                 | 1.0246          | 0.0831                                | 0.5315                                      | 8.611309e-08  | 990   |
| 0.9975     | 0.0829                           | 0.5870                                 | 1.0254          | 0.0832                                | 0.5326                                      | 8.610541e-08  | 991   |
| 0.9966     | 0.0829                           | 0.5903                                 | 1.0248          | 0.0830                                | 0.5286                                      | 8.609772e-08  | 992   |
| 0.9970     | 0.0829                           | 0.5890                                 | 1.0264          | 0.0827                                | 0.5315                                      | 8.6090026e-08 | 993   |
| 0.9973     | 0.0829                           | 0.5887                                 | 1.0208          | 0.0831                                | 0.5332                                      | 8.608232e-08  | 994   |
| 0.9968     | 0.0831                           | 0.5882                                 | 1.0251          | 0.0836                                | 0.5315                                      | 8.6074614e-08 | 995   |
| 0.9963     | 0.0830                           | 0.5893                                 | 1.0283          | 0.0834                                | 0.5303                                      | 8.60669e-08   | 996   |
| 0.9962     | 0.0829                           | 0.5898                                 | 1.0240          | 0.0828                                | 0.5340                                      | 8.6059174e-08 | 997   |
| 0.9967     | 0.0830                           | 0.5874                                 | 1.0255          | 0.0831                                | 0.5272                                      | 8.605144e-08  | 998   |
| 0.9985     | 0.0829                           | 0.5883                                 | 1.0213          | 0.0833                                | 0.5303                                      | 8.6043705e-08 | 999   |
| 0.9966     | 0.0830                           | 0.5890                                 | 1.0229          | 0.0830                                | 0.5304                                      | 8.603596e-08  | 1000  |
| 0.9965     | 0.0830                           | 0.5890                                 | 1.0222          | 0.0833                                | 0.5347                                      | 8.602821e-08  | 1001  |
| 0.9972     | 0.0829                           | 0.5904                                 | 1.0243          | 0.0829                                | 0.5320                                      | 8.602045e-08  | 1002  |
| 0.9986     | 0.0829                           | 0.5888                                 | 1.0248          | 0.0829                                | 0.5298                                      | 8.601268e-08  | 1003  |
| 0.9976     | 0.0828                           | 0.5885                                 | 1.0230          | 0.0829                                | 0.5341                                      | 8.600491e-08  | 1004  |
| 0.9962     | 0.0830                           | 0.5895                                 | 1.0238          | 0.0832                                | 0.5295                                      | 8.599713e-08  | 1005  |
| 0.9964     | 0.0828                           | 0.5907                                 | 1.0272          | 0.0831                                | 0.5317                                      | 8.598934e-08  | 1006  |
| 0.9964     | 0.0830                           | 0.5885                                 | 1.0253          | 0.0835                                | 0.5322                                      | 8.598155e-08  | 1007  |
| 0.9968     | 0.0829                           | 0.5893                                 | 1.0283          | 0.0829                                | 0.5290                                      | 8.5973745e-08 | 1008  |
| 0.9964     | 0.0829                           | 0.5886                                 | 1.0282          | 0.0833                                | 0.5349                                      | 8.596594e-08  | 1009  |
| 0.9969     | 0.0828                           | 0.5895                                 | 1.0230          | 0.0830                                | 0.5378                                      | 8.595812e-08  | 1010  |
| 0.9975     | 0.0829                           | 0.5895                                 | 1.0258          | 0.0827                                | 0.5290                                      | 8.59503e-08   | 1011  |
| 0.9966     | 0.0829                           | 0.5885                                 | 1.0287          | 0.0827                                | 0.5298                                      | 8.594247e-08  | 1012  |
| 0.9967     | 0.0829                           | 0.5874                                 | 1.0229          | 0.0836                                | 0.5298                                      | 8.593463e-08  | 1013  |
| 0.9961     | 0.0830                           | 0.5876                                 | 1.0278          | 0.0829                                | 0.5285                                      | 8.5926786e-08 | 1014  |
| 0.9968     | 0.0829                           | 0.5882                                 | 1.0247          | 0.0833                                | 0.5312                                      | 8.5918934e-08 | 1015  |
| 0.9974     | 0.0830                           | 0.5891                                 | 1.0212          | 0.0832                                | 0.5335                                      | 8.5911076e-08 | 1016  |
| 0.9977     | 0.0829                           | 0.5879                                 | 1.0247          | 0.0830                                | 0.5340                                      | 8.590321e-08  | 1017  |
| 0.9964     | 0.0829                           | 0.5903                                 | 1.0207          | 0.0829                                | 0.5322                                      | 8.589534e-08  | 1018  |
| 0.9955     | 0.0830                           | 0.5910                                 | 1.0229          | 0.0827                                | 0.5391                                      | 8.588746e-08  | 1019  |
| 0.9973     | 0.0828                           | 0.5890                                 | 1.0222          | 0.0831                                | 0.5363                                      | 8.587957e-08  | 1020  |
| 0.9964     | 0.0830                           | 0.5908                                 | 1.0292          | 0.0831                                | 0.5306                                      | 8.5871676e-08 | 1021  |
| 0.9951     | 0.0829                           | 0.5918                                 | 1.0254          | 0.0826                                | 0.5332                                      | 8.5863775e-08 | 1022  |
| 0.9964     | 0.0829                           | 0.5910                                 | 1.0220          | 0.0833                                | 0.5303                                      | 8.585587e-08  | 1023  |
| 0.9969     | 0.0830                           | 0.5874                                 | 1.0232          | 0.0836                                | 0.5366                                      | 8.5847965e-08 | 1024  |
| 0.9969     | 0.0828                           | 0.5910                                 | 1.0335          | 0.0829                                | 0.5252                                      | 8.584005e-08  | 1025  |
| 0.9960     | 0.0830                           | 0.5906                                 | 1.0266          | 0.0825                                | 0.5311                                      | 8.583213e-08  | 1026  |
| 0.9967     | 0.0829                           | 0.5899                                 | 1.0286          | 0.0831                                | 0.5254                                      | 8.58242e-08   | 1027  |
| 0.9953     | 0.0829                           | 0.5912                                 | 1.0262          | 0.0830                                | 0.5293                                      | 8.581626e-08  | 1028  |
| 0.9960     | 0.0830                           | 0.5902                                 | 1.0249          | 0.0829                                | 0.5277                                      | 8.580832e-08  | 1029  |
| 0.9954     | 0.0830                           | 0.5902                                 | 1.0235          | 0.0830                                | 0.5343                                      | 8.5800366e-08 | 1030  |
| 0.9956     | 0.0830                           | 0.5893                                 | 1.0246          | 0.0833                                | 0.5278                                      | 8.579241e-08  | 1031  |
| 0.9965     | 0.0829                           | 0.5898                                 | 1.0288          | 0.0828                                | 0.5344                                      | 8.578444e-08  | 1032  |
| 0.9964     | 0.0829                           | 0.5911                                 | 1.0260          | 0.0828                                | 0.5307                                      | 8.577647e-08  | 1033  |
| 0.9957     | 0.0831                           | 0.5907                                 | 1.0252          | 0.0830                                | 0.5337                                      | 8.576849e-08  | 1034  |
| 0.9958     | 0.0830                           | 0.5909                                 | 1.0277          | 0.0828                                | 0.5286                                      | 8.5760504e-08 | 1035  |
| 0.9943     | 0.0829                           | 0.5915                                 | 1.0325          | 0.0829                                | 0.5297                                      | 8.575251e-08  | 1036  |
| 0.9954     | 0.0829                           | 0.5905                                 | 1.0316          | 0.0828                                | 0.5352                                      | 8.574451e-08  | 1037  |
| 0.9954     | 0.0830                           | 0.5912                                 | 1.0248          | 0.0828                                | 0.5390                                      | 8.57365e-08   | 1038  |
| 0.9951     | 0.0830                           | 0.5920                                 | 1.0223          | 0.0832                                | 0.5391                                      | 8.572849e-08  | 1039  |
| 0.9964     | 0.0827                           | 0.5902                                 | 1.0272          | 0.0833                                | 0.5345                                      | 8.5720465e-08 | 1040  |
| 0.9953     | 0.0829                           | 0.5907                                 | 1.0274          | 0.0828                                | 0.5327                                      | 8.5712436e-08 | 1041  |
| 0.9943     | 0.0829                           | 0.5902                                 | 1.0223          | 0.0837                                | 0.5350                                      | 8.57044e-08   | 1042  |
| 0.9959     | 0.0830                           | 0.5906                                 | 1.0282          | 0.0828                                | 0.5313                                      | 8.569636e-08  | 1043  |
| 0.9969     | 0.0829                           | 0.5902                                 | 1.0269          | 0.0829                                | 0.5343                                      | 8.5688306e-08 | 1044  |
| 0.9946     | 0.0829                           | 0.5910                                 | 1.0264          | 0.0828                                | 0.5292                                      | 8.568025e-08  | 1045  |
| 0.9960     | 0.0830                           | 0.5908                                 | 1.0272          | 0.0831                                | 0.5278                                      | 8.5672184e-08 | 1046  |
| 0.9950     | 0.0830                           | 0.5916                                 | 1.0283          | 0.0828                                | 0.5340                                      | 8.566411e-08  | 1047  |
| 0.9950     | 0.0829                           | 0.5911                                 | 1.0260          | 0.0833                                | 0.5311                                      | 8.565603e-08  | 1048  |
| 0.9944     | 0.0829                           | 0.5920                                 | 1.0265          | 0.0833                                | 0.5303                                      | 8.564795e-08  | 1049  |
| 0.9952     | 0.0830                           | 0.5908                                 | 1.0271          | 0.0833                                | 0.5319                                      | 8.5639854e-08 | 1050  |
| 0.9940     | 0.0829                           | 0.5911                                 | 1.0226          | 0.0831                                | 0.5327                                      | 8.5631754e-08 | 1051  |
| 0.9956     | 0.0830                           | 0.5908                                 | 1.0229          | 0.0835                                | 0.5310                                      | 8.562365e-08  | 1052  |
| 0.9964     | 0.0829                           | 0.5928                                 | 1.0295          | 0.0826                                | 0.5361                                      | 8.561553e-08  | 1053  |
| 0.9939     | 0.0829                           | 0.5912                                 | 1.0286          | 0.0829                                | 0.5356                                      | 8.560741e-08  | 1054  |
| 0.9950     | 0.0829                           | 0.5916                                 | 1.0318          | 0.0824                                | 0.5354                                      | 8.559928e-08  | 1055  |
| 0.9932     | 0.0829                           | 0.5941                                 | 1.0298          | 0.0834                                | 0.5295                                      | 8.559115e-08  | 1056  |
| 0.9953     | 0.0829                           | 0.5907                                 | 1.0277          | 0.0828                                | 0.5356                                      | 8.5583004e-08 | 1057  |
| 0.9944     | 0.0830                           | 0.5910                                 | 1.0261          | 0.0829                                | 0.5339                                      | 8.5574854e-08 | 1058  |
| 0.9943     | 0.0829                           | 0.5921                                 | 1.0275          | 0.0828                                | 0.5303                                      | 8.55667e-08   | 1059  |
| 0.9964     | 0.0828                           | 0.5901                                 | 1.0282          | 0.0830                                | 0.5298                                      | 8.555853e-08  | 1060  |
| 0.9962     | 0.0828                           | 0.5920                                 | 1.0247          | 0.0831                                | 0.5314                                      | 8.555036e-08  | 1061  |
| 0.9936     | 0.0829                           | 0.5926                                 | 1.0312          | 0.0830                                | 0.5376                                      | 8.554218e-08  | 1062  |
| 0.9936     | 0.0828                           | 0.5934                                 | 1.0268          | 0.0832                                | 0.5288                                      | 8.5534e-08    | 1063  |
| 0.9948     | 0.0828                           | 0.5909                                 | 1.0257          | 0.0829                                | 0.5315                                      | 8.5525805e-08 | 1064  |
| 0.9956     | 0.0830                           | 0.5907                                 | 1.0248          | 0.0831                                | 0.5311                                      | 8.5517605e-08 | 1065  |
| 0.9933     | 0.0829                           | 0.5926                                 | 1.0222          | 0.0830                                | 0.5282                                      | 8.55094e-08   | 1066  |
| 0.9946     | 0.0829                           | 0.5926                                 | 1.0216          | 0.0836                                | 0.5327                                      | 8.5501185e-08 | 1067  |
| 0.9952     | 0.0829                           | 0.5919                                 | 1.0200          | 0.0834                                | 0.5316                                      | 8.5492964e-08 | 1068  |
| 0.9937     | 0.0830                           | 0.5934                                 | 1.0278          | 0.0827                                | 0.5291                                      | 8.548474e-08  | 1069  |
| 0.9945     | 0.0829                           | 0.5930                                 | 1.0271          | 0.0834                                | 0.5313                                      | 8.5476515e-08 | 1070  |
| 0.9941     | 0.0829                           | 0.5925                                 | 1.0271          | 0.0826                                | 0.5322                                      | 8.546828e-08  | 1071  |
| 0.9944     | 0.0830                           | 0.5932                                 | 1.0234          | 0.0829                                | 0.5326                                      | 8.546004e-08  | 1072  |
| 0.9940     | 0.0829                           | 0.5934                                 | 1.0286          | 0.0831                                | 0.5239                                      | 8.545179e-08  | 1073  |
| 0.9947     | 0.0829                           | 0.5936                                 | 1.0321          | 0.0827                                | 0.5281                                      | 8.544353e-08  | 1074  |
| 0.9941     | 0.0828                           | 0.5936                                 | 1.0262          | 0.0831                                | 0.5308                                      | 8.543527e-08  | 1075  |
| 0.9942     | 0.0829                           | 0.5929                                 | 1.0286          | 0.0832                                | 0.5301                                      | 8.5427e-08    | 1076  |
| 0.9931     | 0.0828                           | 0.5939                                 | 1.0286          | 0.0832                                | 0.5290                                      | 8.541872e-08  | 1077  |
| 0.9933     | 0.0830                           | 0.5924                                 | 1.0304          | 0.0831                                | 0.5329                                      | 8.5410434e-08 | 1078  |
| 0.9947     | 0.0830                           | 0.5910                                 | 1.0286          | 0.0830                                | 0.5305                                      | 8.540214e-08  | 1079  |
| 0.9928     | 0.0830                           | 0.5933                                 | 1.0254          | 0.0830                                | 0.5252                                      | 8.539384e-08  | 1080  |
| 0.9942     | 0.0829                           | 0.5922                                 | 1.0258          | 0.0835                                | 0.5324                                      | 8.538554e-08  | 1081  |
| 0.9947     | 0.0830                           | 0.5938                                 | 1.0253          | 0.0834                                | 0.5310                                      | 8.537722e-08  | 1082  |
| 0.9934     | 0.0828                           | 0.5929                                 | 1.0330          | 0.0831                                | 0.5303                                      | 8.53689e-08   | 1083  |
| 0.9944     | 0.0829                           | 0.5924                                 | 1.0255          | 0.0828                                | 0.5342                                      | 8.5360575e-08 | 1084  |
| 0.9956     | 0.0829                           | 0.5932                                 | 1.0254          | 0.0830                                | 0.5310                                      | 8.535224e-08  | 1085  |
| 0.9938     | 0.0829                           | 0.5928                                 | 1.0309          | 0.0838                                | 0.5297                                      | 8.53439e-08   | 1086  |
| 0.9934     | 0.0829                           | 0.5951                                 | 1.0311          | 0.0828                                | 0.5294                                      | 8.533555e-08  | 1087  |
| 0.9938     | 0.0829                           | 0.5937                                 | 1.0265          | 0.0829                                | 0.5314                                      | 8.5327194e-08 | 1088  |
| 0.9943     | 0.0829                           | 0.5944                                 | 1.0256          | 0.0832                                | 0.5268                                      | 8.531883e-08  | 1089  |
| 0.9942     | 0.0830                           | 0.5939                                 | 1.0274          | 0.0831                                | 0.5314                                      | 8.531046e-08  | 1090  |
| 0.9932     | 0.0830                           | 0.5928                                 | 1.0253          | 0.0831                                | 0.5322                                      | 8.5302084e-08 | 1091  |
| 0.9941     | 0.0830                           | 0.5932                                 | 1.0282          | 0.0829                                | 0.5312                                      | 8.52937e-08   | 1092  |
| 0.9938     | 0.0830                           | 0.5925                                 | 1.0272          | 0.0833                                | 0.5328                                      | 8.528531e-08  | 1093  |
| 0.9921     | 0.0829                           | 0.5954                                 | 1.0295          | 0.0831                                | 0.5262                                      | 8.527691e-08  | 1094  |
| 0.9938     | 0.0830                           | 0.5939                                 | 1.0306          | 0.0831                                | 0.5307                                      | 8.52685e-08   | 1095  |
| 0.9927     | 0.0829                           | 0.5939                                 | 1.0253          | 0.0832                                | 0.5318                                      | 8.526009e-08  | 1096  |
| 0.9923     | 0.0830                           | 0.5963                                 | 1.0227          | 0.0831                                | 0.5312                                      | 8.525167e-08  | 1097  |
| 0.9937     | 0.0830                           | 0.5945                                 | 1.0238          | 0.0826                                | 0.5362                                      | 8.5243244e-08 | 1098  |
| 0.9925     | 0.0829                           | 0.5939                                 | 1.0325          | 0.0832                                | 0.5215                                      | 8.523482e-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_1e_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\_1e\_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: 0.9925
* Train Prediction Logits Accuracy: 0.0829
* Train Seq Relationship Logits Accuracy: 0.5939
* Validation Loss: 1.0325
* Validation Prediction Logits Accuracy: 0.0832
* Validation Seq Relationship Logits Accuracy: 0.5215
* Train Lr: 8.523482e-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': 8.523482e-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': 8.523482e-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': 8.523482e-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': 8.523482e-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