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# Bert_class_6e-07_1000epoch

This model is a fine-tuned version of [guoluo/Bert_1.5e_07](https://huggingface.co/guoluo/Bert_1.5e_07) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0016
- Train Accuracy: 1.0
- Validation Loss: 1.9732
- Validation Accuracy: 0.7254
- Train Lr: 4.4465096e-07
- Epoch: 999

## 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': 4.4465096e-07, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results

| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Train Lr      | Epoch |
|:----------:|:--------------:|:---------------:|:-------------------:|:-------------:|:-----:|
| 1.3494     | 0.3459         | 1.2196          | 0.6761              | 6e-07         | 0     |
| 1.1404     | 0.6776         | 1.0650          | 0.6761              | 5.999997e-07  | 1     |
| 1.0351     | 0.6776         | 1.0006          | 0.6761              | 5.9999894e-07 | 2     |
| 0.9820     | 0.6776         | 0.9771          | 0.6761              | 5.9999786e-07 | 3     |
| 0.9609     | 0.6776         | 0.9674          | 0.6761              | 5.9999644e-07 | 4     |
| 0.9541     | 0.6776         | 0.9616          | 0.6761              | 5.999946e-07  | 5     |
| 0.9431     | 0.6776         | 0.9569          | 0.6761              | 5.9999246e-07 | 6     |
| 0.9373     | 0.6776         | 0.9525          | 0.6761              | 5.9998996e-07 | 7     |
| 0.9363     | 0.6776         | 0.9496          | 0.6761              | 5.9998706e-07 | 8     |
| 0.9293     | 0.6776         | 0.9470          | 0.6761              | 5.999838e-07  | 9     |
| 0.9222     | 0.6776         | 0.9439          | 0.6761              | 5.9998024e-07 | 10    |
| 0.9129     | 0.6776         | 0.9410          | 0.6761              | 5.9997626e-07 | 11    |
| 0.9043     | 0.6776         | 0.9384          | 0.6761              | 5.9997194e-07 | 12    |
| 0.9058     | 0.6776         | 0.9352          | 0.6761              | 5.999673e-07  | 13    |
| 0.9016     | 0.6776         | 0.9316          | 0.6761              | 5.999622e-07  | 14    |
| 0.9001     | 0.6776         | 0.9283          | 0.6761              | 5.999568e-07  | 15    |
| 0.8924     | 0.6776         | 0.9251          | 0.6761              | 5.999511e-07  | 16    |
| 0.8894     | 0.6776         | 0.9215          | 0.6761              | 5.9994494e-07 | 17    |
| 0.8886     | 0.6776         | 0.9194          | 0.6761              | 5.9993846e-07 | 18    |
| 0.8718     | 0.6776         | 0.9165          | 0.6761              | 5.9993164e-07 | 19    |
| 0.8718     | 0.6753         | 0.9118          | 0.6761              | 5.999244e-07  | 20    |
| 0.8532     | 0.6800         | 0.9096          | 0.6761              | 5.9991686e-07 | 21    |
| 0.8565     | 0.6800         | 0.9065          | 0.6761              | 5.9990896e-07 | 22    |
| 0.8457     | 0.6824         | 0.9038          | 0.6761              | 5.9990066e-07 | 23    |
| 0.8394     | 0.6847         | 0.9013          | 0.6761              | 5.99892e-07   | 24    |
| 0.8383     | 0.6847         | 0.8963          | 0.6761              | 5.9988304e-07 | 25    |
| 0.8350     | 0.6871         | 0.8944          | 0.6761              | 5.9987366e-07 | 26    |
| 0.8259     | 0.6871         | 0.8901          | 0.6761              | 5.9986394e-07 | 27    |
| 0.8159     | 0.6918         | 0.8867          | 0.6761              | 5.998539e-07  | 28    |
| 0.8123     | 0.6847         | 0.8839          | 0.6761              | 5.998434e-07  | 29    |
| 0.7992     | 0.6918         | 0.8811          | 0.6761              | 5.998326e-07  | 30    |
| 0.8039     | 0.6918         | 0.8780          | 0.6690              | 5.998215e-07  | 31    |
| 0.7898     | 0.6988         | 0.8750          | 0.6620              | 5.9980994e-07 | 32    |
| 0.7820     | 0.6965         | 0.8725          | 0.6690              | 5.9979806e-07 | 33    |
| 0.7759     | 0.7012         | 0.8687          | 0.6690              | 5.9978584e-07 | 34    |
| 0.7673     | 0.7082         | 0.8656          | 0.6831              | 5.997732e-07  | 35    |
| 0.7646     | 0.7200         | 0.8637          | 0.6901              | 5.9976026e-07 | 36    |
| 0.7562     | 0.7106         | 0.8617          | 0.6901              | 5.9974695e-07 | 37    |
| 0.7492     | 0.7271         | 0.8623          | 0.7042              | 5.9973326e-07 | 38    |
| 0.7426     | 0.7365         | 0.8568          | 0.6901              | 5.997192e-07  | 39    |
| 0.7483     | 0.7271         | 0.8548          | 0.6901              | 5.9970483e-07 | 40    |
| 0.7366     | 0.7153         | 0.8511          | 0.7042              | 5.9969005e-07 | 41    |
| 0.7317     | 0.7318         | 0.8497          | 0.7183              | 5.9967493e-07 | 42    |
| 0.7194     | 0.7341         | 0.8487          | 0.6972              | 5.996595e-07  | 43    |
| 0.7099     | 0.7412         | 0.8472          | 0.7183              | 5.9964367e-07 | 44    |
| 0.7069     | 0.7388         | 0.8456          | 0.7113              | 5.9962747e-07 | 45    |
| 0.7077     | 0.7506         | 0.8441          | 0.7113              | 5.996109e-07  | 46    |
| 0.6933     | 0.7435         | 0.8415          | 0.7254              | 5.9959405e-07 | 47    |
| 0.6937     | 0.7482         | 0.8428          | 0.7113              | 5.9957677e-07 | 48    |
| 0.6873     | 0.7365         | 0.8407          | 0.7113              | 5.9955914e-07 | 49    |
| 0.6819     | 0.7671         | 0.8385          | 0.7113              | 5.995412e-07  | 50    |
| 0.6759     | 0.7694         | 0.8387          | 0.7042              | 5.995228e-07  | 51    |
| 0.6633     | 0.7859         | 0.8365          | 0.7042              | 5.995041e-07  | 52    |
| 0.6770     | 0.7529         | 0.8346          | 0.6972              | 5.994851e-07  | 53    |
| 0.6642     | 0.7624         | 0.8352          | 0.6972              | 5.9946564e-07 | 54    |
| 0.6620     | 0.7694         | 0.8356          | 0.6972              | 5.9944585e-07 | 55    |
| 0.6530     | 0.7694         | 0.8317          | 0.6972              | 5.9942573e-07 | 56    |
| 0.6458     | 0.7765         | 0.8301          | 0.6972              | 5.994052e-07  | 57    |
| 0.6394     | 0.7671         | 0.8293          | 0.6901              | 5.9938435e-07 | 58    |
| 0.6482     | 0.7765         | 0.8296          | 0.6972              | 5.9936315e-07 | 59    |
| 0.6377     | 0.7741         | 0.8302          | 0.7254              | 5.9934155e-07 | 60    |
| 0.6124     | 0.7929         | 0.8294          | 0.7113              | 5.993196e-07  | 61    |
| 0.6242     | 0.7788         | 0.8294          | 0.7183              | 5.992973e-07  | 62    |
| 0.6243     | 0.7882         | 0.8284          | 0.7183              | 5.9927464e-07 | 63    |
| 0.6102     | 0.7835         | 0.8257          | 0.6972              | 5.992516e-07  | 64    |
| 0.6175     | 0.7765         | 0.8260          | 0.7254              | 5.9922826e-07 | 65    |
| 0.6181     | 0.7835         | 0.8285          | 0.7324              | 5.9920455e-07 | 66    |
| 0.5997     | 0.7882         | 0.8247          | 0.7254              | 5.9918045e-07 | 67    |
| 0.5913     | 0.7906         | 0.8225          | 0.7183              | 5.99156e-07   | 68    |
| 0.5945     | 0.7835         | 0.8227          | 0.7254              | 5.991312e-07  | 69    |
| 0.5842     | 0.7835         | 0.8237          | 0.7254              | 5.9910604e-07 | 70    |
| 0.5878     | 0.7976         | 0.8235          | 0.7254              | 5.990805e-07  | 71    |
| 0.5762     | 0.7906         | 0.8220          | 0.7254              | 5.9905466e-07 | 72    |
| 0.5870     | 0.7882         | 0.8235          | 0.7324              | 5.990284e-07  | 73    |
| 0.5694     | 0.7976         | 0.8227          | 0.7183              | 5.990018e-07  | 74    |
| 0.5758     | 0.7882         | 0.8216          | 0.7254              | 5.9897485e-07 | 75    |
| 0.5606     | 0.8000         | 0.8190          | 0.7324              | 5.9894757e-07 | 76    |
| 0.5767     | 0.8000         | 0.8196          | 0.7254              | 5.989199e-07  | 77    |
| 0.5613     | 0.8094         | 0.8237          | 0.7183              | 5.9889186e-07 | 78    |
| 0.5484     | 0.7976         | 0.8187          | 0.7324              | 5.988635e-07  | 79    |
| 0.5458     | 0.8071         | 0.8217          | 0.7183              | 5.9883473e-07 | 80    |
| 0.5531     | 0.8047         | 0.8228          | 0.7183              | 5.988056e-07  | 81    |
| 0.5409     | 0.8024         | 0.8182          | 0.7254              | 5.987762e-07  | 82    |
| 0.5540     | 0.7835         | 0.8182          | 0.7183              | 5.9874634e-07 | 83    |
| 0.5290     | 0.8071         | 0.8214          | 0.7183              | 5.9871616e-07 | 84    |
| 0.5181     | 0.8141         | 0.8255          | 0.7113              | 5.9868563e-07 | 85    |
| 0.5092     | 0.8306         | 0.8221          | 0.7183              | 5.9865476e-07 | 86    |
| 0.5148     | 0.8071         | 0.8194          | 0.7254              | 5.986235e-07  | 87    |
| 0.5197     | 0.8071         | 0.8188          | 0.7254              | 5.985919e-07  | 88    |
| 0.5165     | 0.8047         | 0.8231          | 0.7183              | 5.9855995e-07 | 89    |
| 0.5102     | 0.8282         | 0.8216          | 0.7113              | 5.985276e-07  | 90    |
| 0.5115     | 0.8141         | 0.8183          | 0.7254              | 5.984949e-07  | 91    |
| 0.5032     | 0.8118         | 0.8188          | 0.7183              | 5.984619e-07  | 92    |
| 0.4980     | 0.8118         | 0.8280          | 0.7113              | 5.984285e-07  | 93    |
| 0.4848     | 0.8259         | 0.8216          | 0.7254              | 5.9839476e-07 | 94    |
| 0.4923     | 0.8329         | 0.8232          | 0.7113              | 5.9836066e-07 | 95    |
| 0.4902     | 0.8235         | 0.8246          | 0.7113              | 5.983262e-07  | 96    |
| 0.4764     | 0.8306         | 0.8278          | 0.7113              | 5.9829136e-07 | 97    |
| 0.4776     | 0.8306         | 0.8236          | 0.7113              | 5.982562e-07  | 98    |
| 0.4733     | 0.8329         | 0.8235          | 0.7113              | 5.9822065e-07 | 99    |
| 0.4755     | 0.8424         | 0.8278          | 0.7042              | 5.981848e-07  | 100   |
| 0.4651     | 0.8376         | 0.8204          | 0.7113              | 5.981485e-07  | 101   |
| 0.4796     | 0.8306         | 0.8263          | 0.7042              | 5.981119e-07  | 102   |
| 0.4534     | 0.8306         | 0.8256          | 0.7254              | 5.9807496e-07 | 103   |
| 0.4551     | 0.8329         | 0.8307          | 0.7042              | 5.980377e-07  | 104   |
| 0.4562     | 0.8400         | 0.8253          | 0.7113              | 5.98e-07      | 105   |
| 0.4532     | 0.8329         | 0.8329          | 0.7324              | 5.9796196e-07 | 106   |
| 0.4589     | 0.8447         | 0.8274          | 0.7113              | 5.979236e-07  | 107   |
| 0.4460     | 0.8424         | 0.8349          | 0.7183              | 5.978848e-07  | 108   |
| 0.4429     | 0.8447         | 0.8312          | 0.7113              | 5.978457e-07  | 109   |
| 0.4311     | 0.8376         | 0.8340          | 0.7113              | 5.9780626e-07 | 110   |
| 0.4301     | 0.8518         | 0.8362          | 0.7183              | 5.977665e-07  | 111   |
| 0.4294     | 0.8541         | 0.8379          | 0.7183              | 5.977263e-07  | 112   |
| 0.4307     | 0.8447         | 0.8372          | 0.7113              | 5.9768576e-07 | 113   |
| 0.4287     | 0.8353         | 0.8495          | 0.7113              | 5.976449e-07  | 114   |
| 0.4241     | 0.8541         | 0.8363          | 0.7113              | 5.976037e-07  | 115   |
| 0.4063     | 0.8541         | 0.8489          | 0.7183              | 5.9756206e-07 | 116   |
| 0.4193     | 0.8541         | 0.8471          | 0.7113              | 5.975201e-07  | 117   |
| 0.4082     | 0.8518         | 0.8460          | 0.7183              | 5.974778e-07  | 118   |
| 0.4137     | 0.8494         | 0.8437          | 0.7113              | 5.974352e-07  | 119   |
| 0.4151     | 0.8424         | 0.8581          | 0.7183              | 5.9739216e-07 | 120   |
| 0.4083     | 0.8588         | 0.8505          | 0.7113              | 5.973488e-07  | 121   |
| 0.4028     | 0.8682         | 0.8488          | 0.7113              | 5.973051e-07  | 122   |
| 0.3998     | 0.8565         | 0.8537          | 0.7183              | 5.97261e-07   | 123   |
| 0.3978     | 0.8612         | 0.8515          | 0.7113              | 5.9721657e-07 | 124   |
| 0.3859     | 0.8776         | 0.8555          | 0.7113              | 5.971718e-07  | 125   |
| 0.3994     | 0.8612         | 0.8553          | 0.7183              | 5.9712664e-07 | 126   |
| 0.3876     | 0.8682         | 0.8569          | 0.7183              | 5.9708117e-07 | 127   |
| 0.4019     | 0.8424         | 0.8539          | 0.7183              | 5.970353e-07  | 128   |
| 0.3757     | 0.8800         | 0.8644          | 0.7042              | 5.969891e-07  | 129   |
| 0.3696     | 0.8753         | 0.8550          | 0.7254              | 5.969425e-07  | 130   |
| 0.3706     | 0.8706         | 0.8592          | 0.7113              | 5.9689563e-07 | 131   |
| 0.3801     | 0.8729         | 0.8579          | 0.7254              | 5.9684834e-07 | 132   |
| 0.3740     | 0.8682         | 0.8553          | 0.7183              | 5.968007e-07  | 133   |
| 0.3728     | 0.8588         | 0.8628          | 0.7183              | 5.967527e-07  | 134   |
| 0.3671     | 0.8824         | 0.8625          | 0.7183              | 5.967044e-07  | 135   |
| 0.3592     | 0.8776         | 0.8593          | 0.7183              | 5.966557e-07  | 136   |
| 0.3556     | 0.8635         | 0.8616          | 0.7254              | 5.9660664e-07 | 137   |
| 0.3530     | 0.8824         | 0.8646          | 0.7254              | 5.9655724e-07 | 138   |
| 0.3656     | 0.8753         | 0.8633          | 0.7183              | 5.965075e-07  | 139   |
| 0.3501     | 0.8871         | 0.8632          | 0.7183              | 5.964574e-07  | 140   |
| 0.3623     | 0.8729         | 0.8680          | 0.7113              | 5.9640695e-07 | 141   |
| 0.3437     | 0.8941         | 0.8703          | 0.7183              | 5.9635613e-07 | 142   |
| 0.3397     | 0.8941         | 0.8710          | 0.7183              | 5.96305e-07   | 143   |
| 0.3143     | 0.9035         | 0.8710          | 0.7254              | 5.9625347e-07 | 144   |
| 0.3306     | 0.8753         | 0.8770          | 0.7183              | 5.9620163e-07 | 145   |
| 0.3378     | 0.8753         | 0.8768          | 0.7254              | 5.961494e-07  | 146   |
| 0.3277     | 0.8918         | 0.8802          | 0.7042              | 5.960968e-07  | 147   |
| 0.3216     | 0.8941         | 0.8809          | 0.7324              | 5.960439e-07  | 148   |
| 0.3530     | 0.8824         | 0.8838          | 0.6972              | 5.959906e-07  | 149   |
| 0.3338     | 0.8753         | 0.8801          | 0.7254              | 5.9593697e-07 | 150   |
| 0.3114     | 0.8894         | 0.8843          | 0.7183              | 5.9588297e-07 | 151   |
| 0.3228     | 0.8988         | 0.8834          | 0.7113              | 5.958286e-07  | 152   |
| 0.3162     | 0.8988         | 0.8882          | 0.7042              | 5.9577394e-07 | 153   |
| 0.3125     | 0.8965         | 0.8867          | 0.7042              | 5.957189e-07  | 154   |
| 0.3120     | 0.8988         | 0.8920          | 0.7183              | 5.956635e-07  | 155   |
| 0.2984     | 0.8988         | 0.8921          | 0.6972              | 5.9560773e-07 | 156   |
| 0.3147     | 0.8941         | 0.8891          | 0.7254              | 5.955516e-07  | 157   |
| 0.3136     | 0.8871         | 0.8990          | 0.7042              | 5.954952e-07  | 158   |
| 0.2914     | 0.9059         | 0.8947          | 0.7324              | 5.954384e-07  | 159   |
| 0.2877     | 0.9035         | 0.9009          | 0.7113              | 5.953812e-07  | 160   |
| 0.2859     | 0.9082         | 0.9017          | 0.7183              | 5.953237e-07  | 161   |
| 0.3024     | 0.9082         | 0.8994          | 0.7183              | 5.952658e-07  | 162   |
| 0.2909     | 0.9082         | 0.9036          | 0.7183              | 5.952076e-07  | 163   |
| 0.2917     | 0.9082         | 0.9023          | 0.7254              | 5.9514906e-07 | 164   |
| 0.2749     | 0.9224         | 0.9049          | 0.7183              | 5.9509017e-07 | 165   |
| 0.3004     | 0.8918         | 0.9072          | 0.7254              | 5.950309e-07  | 166   |
| 0.2936     | 0.9082         | 0.9147          | 0.6972              | 5.9497125e-07 | 167   |
| 0.2836     | 0.9059         | 0.9157          | 0.7113              | 5.949113e-07  | 168   |
| 0.2616     | 0.9247         | 0.9134          | 0.7183              | 5.94851e-07   | 169   |
| 0.2775     | 0.9082         | 0.9164          | 0.7183              | 5.947903e-07  | 170   |
| 0.2850     | 0.9059         | 0.9163          | 0.7254              | 5.9472933e-07 | 171   |
| 0.2721     | 0.9012         | 0.9207          | 0.7183              | 5.9466794e-07 | 172   |
| 0.2572     | 0.9271         | 0.9197          | 0.7254              | 5.946062e-07  | 173   |
| 0.2724     | 0.9012         | 0.9206          | 0.7183              | 5.9454413e-07 | 174   |
| 0.2564     | 0.9200         | 0.9281          | 0.6972              | 5.944817e-07  | 175   |
| 0.2622     | 0.9224         | 0.9254          | 0.7254              | 5.9441896e-07 | 176   |
| 0.2592     | 0.9129         | 0.9311          | 0.7113              | 5.9435587e-07 | 177   |
| 0.2557     | 0.9176         | 0.9315          | 0.7183              | 5.942924e-07  | 178   |
| 0.2547     | 0.9176         | 0.9313          | 0.7254              | 5.9422854e-07 | 179   |
| 0.2440     | 0.9341         | 0.9375          | 0.7113              | 5.9416436e-07 | 180   |
| 0.2401     | 0.9318         | 0.9389          | 0.7113              | 5.9409984e-07 | 181   |
| 0.2415     | 0.9224         | 0.9369          | 0.7254              | 5.94035e-07   | 182   |
| 0.2582     | 0.9106         | 0.9427          | 0.7183              | 5.939698e-07  | 183   |
| 0.2447     | 0.9224         | 0.9467          | 0.7113              | 5.9390425e-07 | 184   |
| 0.2456     | 0.9153         | 0.9416          | 0.7183              | 5.938383e-07  | 185   |
| 0.2343     | 0.9271         | 0.9481          | 0.7113              | 5.9377203e-07 | 186   |
| 0.2355     | 0.9294         | 0.9468          | 0.7183              | 5.937054e-07  | 187   |
| 0.2223     | 0.9365         | 0.9531          | 0.7042              | 5.9363845e-07 | 188   |
| 0.2511     | 0.9059         | 0.9528          | 0.7324              | 5.9357114e-07 | 189   |
| 0.2351     | 0.9388         | 0.9607          | 0.7183              | 5.935035e-07  | 190   |
| 0.2386     | 0.9106         | 0.9595          | 0.7183              | 5.934355e-07  | 191   |
| 0.2424     | 0.9224         | 0.9644          | 0.7183              | 5.9336713e-07 | 192   |
| 0.2227     | 0.9341         | 0.9657          | 0.7254              | 5.932984e-07  | 193   |
| 0.2221     | 0.9459         | 0.9603          | 0.7324              | 5.9322934e-07 | 194   |
| 0.2274     | 0.9318         | 0.9679          | 0.7113              | 5.9315994e-07 | 195   |
| 0.2182     | 0.9435         | 0.9695          | 0.7113              | 5.930902e-07  | 196   |
| 0.2175     | 0.9365         | 0.9704          | 0.7113              | 5.930201e-07  | 197   |
| 0.2206     | 0.9294         | 0.9682          | 0.7324              | 5.929497e-07  | 198   |
| 0.2078     | 0.9318         | 0.9737          | 0.7113              | 5.928789e-07  | 199   |
| 0.2088     | 0.9435         | 0.9763          | 0.7183              | 5.928078e-07  | 200   |
| 0.2208     | 0.9318         | 0.9788          | 0.7183              | 5.927363e-07  | 201   |
| 0.2102     | 0.9388         | 0.9755          | 0.7254              | 5.9266443e-07 | 202   |
| 0.2131     | 0.9294         | 0.9838          | 0.7183              | 5.9259224e-07 | 203   |
| 0.2054     | 0.9341         | 0.9804          | 0.7324              | 5.925197e-07  | 204   |
| 0.2035     | 0.9294         | 0.9946          | 0.7113              | 5.9244684e-07 | 205   |
| 0.1990     | 0.9341         | 0.9843          | 0.7254              | 5.923736e-07  | 206   |
| 0.1958     | 0.9435         | 0.9984          | 0.6972              | 5.9230007e-07 | 207   |
| 0.2006     | 0.9482         | 0.9917          | 0.7254              | 5.922262e-07  | 208   |
| 0.2022     | 0.9341         | 1.0000          | 0.7113              | 5.9215193e-07 | 209   |
| 0.1859     | 0.9506         | 0.9922          | 0.7254              | 5.9207736e-07 | 210   |
| 0.1975     | 0.9365         | 1.0027          | 0.7042              | 5.9200244e-07 | 211   |
| 0.1943     | 0.9459         | 1.0022          | 0.7254              | 5.919271e-07  | 212   |
| 0.1916     | 0.9388         | 0.9982          | 0.7324              | 5.9185146e-07 | 213   |
| 0.1888     | 0.9435         | 1.0158          | 0.7042              | 5.9177546e-07 | 214   |
| 0.1973     | 0.9294         | 1.0019          | 0.7254              | 5.916991e-07  | 215   |
| 0.1827     | 0.9506         | 1.0096          | 0.7254              | 5.9162244e-07 | 216   |
| 0.1864     | 0.9388         | 1.0124          | 0.7042              | 5.915454e-07  | 217   |
| 0.1804     | 0.9553         | 1.0168          | 0.7183              | 5.9146805e-07 | 218   |
| 0.1788     | 0.9506         | 1.0189          | 0.7183              | 5.9139035e-07 | 219   |
| 0.1860     | 0.9388         | 1.0170          | 0.7183              | 5.913123e-07  | 220   |
| 0.1659     | 0.9694         | 1.0226          | 0.7254              | 5.912339e-07  | 221   |
| 0.1727     | 0.9459         | 1.0176          | 0.7324              | 5.911552e-07  | 222   |
| 0.1600     | 0.9576         | 1.0255          | 0.7042              | 5.910761e-07  | 223   |
| 0.1583     | 0.9600         | 1.0239          | 0.7113              | 5.909967e-07  | 224   |
| 0.1636     | 0.9576         | 1.0278          | 0.7254              | 5.9091695e-07 | 225   |
| 0.1656     | 0.9459         | 1.0370          | 0.7183              | 5.9083686e-07 | 226   |
| 0.1562     | 0.9624         | 1.0365          | 0.7183              | 5.9075643e-07 | 227   |
| 0.1552     | 0.9576         | 1.0361          | 0.7183              | 5.906756e-07  | 228   |
| 0.1661     | 0.9459         | 1.0394          | 0.7254              | 5.905944e-07  | 229   |
| 0.1643     | 0.9435         | 1.0418          | 0.7254              | 5.905129e-07  | 230   |
| 0.1632     | 0.9459         | 1.0397          | 0.7254              | 5.9043106e-07 | 231   |
| 0.1536     | 0.9529         | 1.0555          | 0.6972              | 5.9034886e-07 | 232   |
| 0.1539     | 0.9553         | 1.0488          | 0.7113              | 5.902663e-07  | 233   |
| 0.1598     | 0.9506         | 1.0646          | 0.6972              | 5.9018345e-07 | 234   |
| 0.1472     | 0.9529         | 1.0525          | 0.7183              | 5.901002e-07  | 235   |
| 0.1574     | 0.9506         | 1.0647          | 0.6972              | 5.9001667e-07 | 236   |
| 0.1618     | 0.9482         | 1.0565          | 0.7183              | 5.8993277e-07 | 237   |
| 0.1525     | 0.9600         | 1.0578          | 0.7324              | 5.898485e-07  | 238   |
| 0.1562     | 0.9412         | 1.0654          | 0.7254              | 5.8976394e-07 | 239   |
| 0.1510     | 0.9506         | 1.0689          | 0.7183              | 5.89679e-07   | 240   |
| 0.1292     | 0.9694         | 1.0708          | 0.7183              | 5.8959375e-07 | 241   |
| 0.1343     | 0.9694         | 1.0690          | 0.7254              | 5.8950815e-07 | 242   |
| 0.1461     | 0.9553         | 1.0737          | 0.7183              | 5.894222e-07  | 243   |
| 0.1350     | 0.9553         | 1.0748          | 0.7254              | 5.893359e-07  | 244   |
| 0.1332     | 0.9671         | 1.0815          | 0.7254              | 5.892493e-07  | 245   |
| 0.1378     | 0.9647         | 1.0798          | 0.7254              | 5.891623e-07  | 246   |
| 0.1219     | 0.9694         | 1.0869          | 0.7324              | 5.89075e-07   | 247   |
| 0.1348     | 0.9576         | 1.0842          | 0.7324              | 5.8898735e-07 | 248   |
| 0.1434     | 0.9553         | 1.0929          | 0.7183              | 5.8889935e-07 | 249   |
| 0.1382     | 0.9529         | 1.0928          | 0.7183              | 5.88811e-07   | 250   |
| 0.1444     | 0.9600         | 1.0961          | 0.7183              | 5.8872234e-07 | 251   |
| 0.1279     | 0.9718         | 1.0967          | 0.7183              | 5.886333e-07  | 252   |
| 0.1362     | 0.9647         | 1.1076          | 0.7113              | 5.8854397e-07 | 253   |
| 0.1396     | 0.9600         | 1.0993          | 0.7394              | 5.8845427e-07 | 254   |
| 0.1308     | 0.9671         | 1.1054          | 0.7183              | 5.8836423e-07 | 255   |
| 0.1216     | 0.9694         | 1.1080          | 0.7183              | 5.8827385e-07 | 256   |
| 0.1147     | 0.9741         | 1.1088          | 0.7254              | 5.881831e-07  | 257   |
| 0.1122     | 0.9741         | 1.1154          | 0.7183              | 5.8809206e-07 | 258   |
| 0.1202     | 0.9718         | 1.1180          | 0.7183              | 5.880007e-07  | 259   |
| 0.1230     | 0.9671         | 1.1184          | 0.7183              | 5.87909e-07   | 260   |
| 0.1192     | 0.9694         | 1.1151          | 0.7254              | 5.87817e-07   | 261   |
| 0.1138     | 0.9741         | 1.1237          | 0.7183              | 5.877246e-07  | 262   |
| 0.1301     | 0.9647         | 1.1263          | 0.7183              | 5.876319e-07  | 263   |
| 0.1140     | 0.9765         | 1.1264          | 0.7183              | 5.8753886e-07 | 264   |
| 0.1025     | 0.9741         | 1.1213          | 0.7254              | 5.8744547e-07 | 265   |
| 0.1144     | 0.9694         | 1.1261          | 0.7254              | 5.8735174e-07 | 266   |
| 0.1311     | 0.9600         | 1.1274          | 0.7324              | 5.8725766e-07 | 267   |
| 0.0971     | 0.9788         | 1.1272          | 0.7324              | 5.8716324e-07 | 268   |
| 0.1023     | 0.9812         | 1.1344          | 0.7183              | 5.870685e-07  | 269   |
| 0.1048     | 0.9741         | 1.1364          | 0.7183              | 5.869734e-07  | 270   |
| 0.1080     | 0.9718         | 1.1433          | 0.7183              | 5.8687795e-07 | 271   |
| 0.1099     | 0.9765         | 1.1434          | 0.7183              | 5.8678216e-07 | 272   |
| 0.0997     | 0.9765         | 1.1484          | 0.7183              | 5.8668604e-07 | 273   |
| 0.1130     | 0.9694         | 1.1461          | 0.7254              | 5.865896e-07  | 274   |
| 0.1101     | 0.9718         | 1.1504          | 0.7254              | 5.8649283e-07 | 275   |
| 0.1059     | 0.9765         | 1.1507          | 0.7254              | 5.8639574e-07 | 276   |
| 0.1019     | 0.9741         | 1.1551          | 0.7254              | 5.862983e-07  | 277   |
| 0.1085     | 0.9671         | 1.1581          | 0.7183              | 5.8620054e-07 | 278   |
| 0.0946     | 0.9835         | 1.1625          | 0.7254              | 5.8610243e-07 | 279   |
| 0.1178     | 0.9647         | 1.1619          | 0.7183              | 5.86004e-07   | 280   |
| 0.1010     | 0.9741         | 1.1612          | 0.7254              | 5.859052e-07  | 281   |
| 0.0893     | 0.9906         | 1.1722          | 0.7183              | 5.8580605e-07 | 282   |
| 0.0985     | 0.9835         | 1.1724          | 0.7254              | 5.857066e-07  | 283   |
| 0.1049     | 0.9788         | 1.1756          | 0.7254              | 5.856068e-07  | 284   |
| 0.0965     | 0.9812         | 1.1866          | 0.7113              | 5.855067e-07  | 285   |
| 0.0933     | 0.9788         | 1.1836          | 0.7254              | 5.8540627e-07 | 286   |
| 0.0893     | 0.9788         | 1.1773          | 0.7254              | 5.853055e-07  | 287   |
| 0.0884     | 0.9812         | 1.1877          | 0.7254              | 5.8520436e-07 | 288   |
| 0.0948     | 0.9835         | 1.1976          | 0.7113              | 5.851029e-07  | 289   |
| 0.0882     | 0.9812         | 1.2017          | 0.7042              | 5.850011e-07  | 290   |
| 0.0871     | 0.9835         | 1.1941          | 0.7183              | 5.8489894e-07 | 291   |
| 0.0855     | 0.9812         | 1.1915          | 0.7183              | 5.847965e-07  | 292   |
| 0.0914     | 0.9835         | 1.1997          | 0.7254              | 5.8469374e-07 | 293   |
| 0.0879     | 0.9812         | 1.1964          | 0.7394              | 5.845906e-07  | 294   |
| 0.0911     | 0.9788         | 1.2113          | 0.7113              | 5.8448717e-07 | 295   |
| 0.0793     | 0.9859         | 1.2093          | 0.7183              | 5.843834e-07  | 296   |
| 0.0749     | 0.9835         | 1.2128          | 0.7324              | 5.8427923e-07 | 297   |
| 0.0869     | 0.9812         | 1.2238          | 0.7113              | 5.8417476e-07 | 298   |
| 0.0833     | 0.9859         | 1.2126          | 0.7183              | 5.8407e-07    | 299   |
| 0.0809     | 0.9882         | 1.2143          | 0.7113              | 5.839649e-07  | 300   |
| 0.0885     | 0.9788         | 1.2199          | 0.7183              | 5.8385945e-07 | 301   |
| 0.0830     | 0.9741         | 1.2274          | 0.7183              | 5.8375366e-07 | 302   |
| 0.0743     | 0.9835         | 1.2243          | 0.7183              | 5.8364753e-07 | 303   |
| 0.0714     | 0.9882         | 1.2301          | 0.7183              | 5.835411e-07  | 304   |
| 0.0855     | 0.9835         | 1.2338          | 0.7183              | 5.8343437e-07 | 305   |
| 0.0858     | 0.9859         | 1.2484          | 0.7183              | 5.833273e-07  | 306   |
| 0.0813     | 0.9835         | 1.2430          | 0.7183              | 5.8321984e-07 | 307   |
| 0.0749     | 0.9812         | 1.2510          | 0.7183              | 5.8311207e-07 | 308   |
| 0.0819     | 0.9835         | 1.2436          | 0.7183              | 5.8300395e-07 | 309   |
| 0.0694     | 0.9859         | 1.2412          | 0.7254              | 5.8289555e-07 | 310   |
| 0.0791     | 0.9882         | 1.2442          | 0.7183              | 5.827868e-07  | 311   |
| 0.0692     | 0.9906         | 1.2445          | 0.7183              | 5.826777e-07  | 312   |
| 0.0775     | 0.9859         | 1.2473          | 0.7254              | 5.825683e-07  | 313   |
| 0.0747     | 0.9835         | 1.2607          | 0.7113              | 5.824586e-07  | 314   |
| 0.0811     | 0.9788         | 1.2550          | 0.7183              | 5.8234855e-07 | 315   |
| 0.0700     | 0.9906         | 1.2831          | 0.6901              | 5.8223816e-07 | 316   |
| 0.0686     | 0.9882         | 1.2643          | 0.7183              | 5.821274e-07  | 317   |
| 0.0641     | 0.9929         | 1.2677          | 0.7183              | 5.8201636e-07 | 318   |
| 0.0709     | 0.9882         | 1.2750          | 0.7183              | 5.81905e-07   | 319   |
| 0.0733     | 0.9859         | 1.2675          | 0.7183              | 5.817933e-07  | 320   |
| 0.0754     | 0.9859         | 1.2801          | 0.7183              | 5.8168126e-07 | 321   |
| 0.0702     | 0.9835         | 1.2777          | 0.7113              | 5.815689e-07  | 322   |
| 0.0587     | 0.9929         | 1.2755          | 0.7113              | 5.814562e-07  | 323   |
| 0.0581     | 0.9906         | 1.2862          | 0.7042              | 5.813432e-07  | 324   |
| 0.0584     | 0.9929         | 1.2723          | 0.7113              | 5.8122987e-07 | 325   |
| 0.0654     | 0.9882         | 1.2781          | 0.7183              | 5.811162e-07  | 326   |
| 0.0684     | 0.9835         | 1.2898          | 0.7113              | 5.810022e-07  | 327   |
| 0.0584     | 0.9929         | 1.2840          | 0.7042              | 5.808879e-07  | 328   |
| 0.0521     | 0.9953         | 1.2946          | 0.7183              | 5.8077325e-07 | 329   |
| 0.0665     | 0.9882         | 1.2912          | 0.7183              | 5.8065825e-07 | 330   |
| 0.0585     | 0.9882         | 1.2874          | 0.7183              | 5.80543e-07   | 331   |
| 0.0489     | 1.0            | 1.2858          | 0.7113              | 5.8042735e-07 | 332   |
| 0.0600     | 0.9859         | 1.2909          | 0.7183              | 5.803114e-07  | 333   |
| 0.0602     | 0.9882         | 1.3038          | 0.6972              | 5.8019515e-07 | 334   |
| 0.0587     | 0.9882         | 1.2926          | 0.7183              | 5.8007856e-07 | 335   |
| 0.0678     | 0.9835         | 1.2940          | 0.7183              | 5.7996164e-07 | 336   |
| 0.0556     | 0.9929         | 1.3075          | 0.7183              | 5.7984437e-07 | 337   |
| 0.0616     | 0.9906         | 1.3025          | 0.7113              | 5.797268e-07  | 338   |
| 0.0575     | 0.9906         | 1.3010          | 0.7183              | 5.796089e-07  | 339   |
| 0.0623     | 0.9835         | 1.3050          | 0.7183              | 5.794907e-07  | 340   |
| 0.0572     | 0.9906         | 1.3142          | 0.7183              | 5.7937217e-07 | 341   |
| 0.0645     | 0.9859         | 1.3080          | 0.7113              | 5.792533e-07  | 342   |
| 0.0694     | 0.9788         | 1.3146          | 0.7183              | 5.791341e-07  | 343   |
| 0.0595     | 0.9882         | 1.3117          | 0.7183              | 5.790146e-07  | 344   |
| 0.0748     | 0.9835         | 1.3069          | 0.7113              | 5.788948e-07  | 345   |
| 0.0628     | 0.9882         | 1.3189          | 0.7042              | 5.7877463e-07 | 346   |
| 0.0505     | 0.9906         | 1.3233          | 0.7042              | 5.786542e-07  | 347   |
| 0.0441     | 0.9929         | 1.3371          | 0.6901              | 5.785334e-07  | 348   |
| 0.0576     | 0.9906         | 1.3225          | 0.7042              | 5.7841225e-07 | 349   |
| 0.0514     | 0.9906         | 1.3288          | 0.6972              | 5.7829084e-07 | 350   |
| 0.0434     | 1.0            | 1.3170          | 0.7042              | 5.781691e-07  | 351   |
| 0.0505     | 0.9906         | 1.3194          | 0.7113              | 5.78047e-07   | 352   |
| 0.0512     | 0.9906         | 1.3276          | 0.7042              | 5.779246e-07  | 353   |
| 0.0538     | 0.9929         | 1.3298          | 0.7042              | 5.7780187e-07 | 354   |
| 0.0426     | 0.9953         | 1.3368          | 0.7042              | 5.776788e-07  | 355   |
| 0.0521     | 0.9859         | 1.3339          | 0.7183              | 5.7755545e-07 | 356   |
| 0.0437     | 0.9976         | 1.3350          | 0.7183              | 5.7743176e-07 | 357   |
| 0.0570     | 0.9882         | 1.3503          | 0.7042              | 5.7730773e-07 | 358   |
| 0.0521     | 0.9906         | 1.3513          | 0.7183              | 5.771834e-07  | 359   |
| 0.0472     | 0.9906         | 1.3464          | 0.7183              | 5.7705876e-07 | 360   |
| 0.0552     | 0.9859         | 1.3497          | 0.7113              | 5.769338e-07  | 361   |
| 0.0582     | 0.9906         | 1.3492          | 0.7183              | 5.7680853e-07 | 362   |
| 0.0562     | 0.9882         | 1.3590          | 0.7183              | 5.766829e-07  | 363   |
| 0.0473     | 0.9929         | 1.3563          | 0.7183              | 5.76557e-07   | 364   |
| 0.0511     | 0.9906         | 1.3605          | 0.7183              | 5.7643075e-07 | 365   |
| 0.0478     | 0.9906         | 1.3725          | 0.7183              | 5.763042e-07  | 366   |
| 0.0416     | 0.9953         | 1.3764          | 0.7113              | 5.7617734e-07 | 367   |
| 0.0568     | 0.9859         | 1.3730          | 0.7183              | 5.760501e-07  | 368   |
| 0.0412     | 0.9953         | 1.3719          | 0.7113              | 5.759226e-07  | 369   |
| 0.0460     | 0.9906         | 1.3778          | 0.6901              | 5.757948e-07  | 370   |
| 0.0518     | 0.9882         | 1.3870          | 0.7113              | 5.7566666e-07 | 371   |
| 0.0501     | 0.9859         | 1.3685          | 0.7042              | 5.755382e-07  | 372   |
| 0.0442     | 0.9929         | 1.3763          | 0.7183              | 5.7540944e-07 | 373   |
| 0.0509     | 0.9953         | 1.3730          | 0.7183              | 5.7528035e-07 | 374   |
| 0.0389     | 0.9929         | 1.3815          | 0.7042              | 5.751509e-07  | 375   |
| 0.0478     | 0.9929         | 1.3782          | 0.7183              | 5.750212e-07  | 376   |
| 0.0440     | 0.9906         | 1.3763          | 0.7183              | 5.7489115e-07 | 377   |
| 0.0368     | 0.9976         | 1.3816          | 0.7113              | 5.747608e-07  | 378   |
| 0.0402     | 0.9953         | 1.3734          | 0.7113              | 5.746301e-07  | 379   |
| 0.0367     | 0.9953         | 1.3829          | 0.7113              | 5.7449915e-07 | 380   |
| 0.0432     | 0.9976         | 1.3785          | 0.7183              | 5.7436785e-07 | 381   |
| 0.0437     | 0.9882         | 1.3797          | 0.7183              | 5.7423625e-07 | 382   |
| 0.0395     | 0.9953         | 1.3881          | 0.7113              | 5.741043e-07  | 383   |
| 0.0400     | 0.9929         | 1.3749          | 0.7113              | 5.739721e-07  | 384   |
| 0.0373     | 0.9953         | 1.3774          | 0.7113              | 5.7383954e-07 | 385   |
| 0.0473     | 0.9882         | 1.4225          | 0.6901              | 5.737067e-07  | 386   |
| 0.0433     | 0.9953         | 1.3829          | 0.7042              | 5.735735e-07  | 387   |
| 0.0609     | 0.9812         | 1.3872          | 0.7183              | 5.7344e-07    | 388   |
| 0.0326     | 0.9976         | 1.4030          | 0.6972              | 5.733062e-07  | 389   |
| 0.0420     | 0.9906         | 1.3772          | 0.7113              | 5.7317203e-07 | 390   |
| 0.0422     | 0.9929         | 1.3796          | 0.7113              | 5.730376e-07  | 391   |
| 0.0482     | 0.9906         | 1.4174          | 0.6901              | 5.729029e-07  | 392   |
| 0.0488     | 0.9906         | 1.3892          | 0.7183              | 5.727678e-07  | 393   |
| 0.0376     | 0.9929         | 1.3983          | 0.7183              | 5.726325e-07  | 394   |
| 0.0381     | 0.9976         | 1.3945          | 0.7113              | 5.724968e-07  | 395   |
| 0.0403     | 0.9953         | 1.3995          | 0.7042              | 5.723608e-07  | 396   |
| 0.0363     | 0.9929         | 1.4092          | 0.7042              | 5.722245e-07  | 397   |
| 0.0338     | 0.9953         | 1.4108          | 0.7113              | 5.720879e-07  | 398   |
| 0.0401     | 0.9906         | 1.4041          | 0.7042              | 5.71951e-07   | 399   |
| 0.0321     | 0.9953         | 1.4170          | 0.7113              | 5.7181376e-07 | 400   |
| 0.0341     | 0.9953         | 1.4182          | 0.7113              | 5.716762e-07  | 401   |
| 0.0442     | 0.9929         | 1.4323          | 0.6901              | 5.7153835e-07 | 402   |
| 0.0353     | 0.9929         | 1.4135          | 0.7113              | 5.7140016e-07 | 403   |
| 0.0324     | 0.9953         | 1.4202          | 0.7113              | 5.712617e-07  | 404   |
| 0.0365     | 0.9953         | 1.4134          | 0.7113              | 5.7112294e-07 | 405   |
| 0.0358     | 0.9953         | 1.4119          | 0.7042              | 5.7098384e-07 | 406   |
| 0.0381     | 0.9929         | 1.4301          | 0.6972              | 5.7084446e-07 | 407   |
| 0.0347     | 0.9976         | 1.4142          | 0.7113              | 5.7070474e-07 | 408   |
| 0.0433     | 0.9859         | 1.4135          | 0.7113              | 5.7056474e-07 | 409   |
| 0.0339     | 0.9953         | 1.4155          | 0.7113              | 5.704244e-07  | 410   |
| 0.0325     | 0.9953         | 1.4130          | 0.7113              | 5.7028376e-07 | 411   |
| 0.0335     | 0.9953         | 1.4181          | 0.7113              | 5.7014284e-07 | 412   |
| 0.0420     | 0.9859         | 1.4270          | 0.7042              | 5.700016e-07  | 413   |
| 0.0303     | 0.9929         | 1.4272          | 0.7042              | 5.6986005e-07 | 414   |
| 0.0271     | 1.0            | 1.4205          | 0.7113              | 5.6971817e-07 | 415   |
| 0.0256     | 0.9976         | 1.4246          | 0.7113              | 5.69576e-07   | 416   |
| 0.0385     | 0.9859         | 1.4340          | 0.7113              | 5.6943355e-07 | 417   |
| 0.0354     | 0.9953         | 1.4421          | 0.7113              | 5.6929076e-07 | 418   |
| 0.0277     | 0.9976         | 1.4466          | 0.7042              | 5.691477e-07  | 419   |
| 0.0374     | 0.9859         | 1.4395          | 0.7113              | 5.6900427e-07 | 420   |
| 0.0307     | 0.9976         | 1.4620          | 0.7042              | 5.6886057e-07 | 421   |
| 0.0341     | 0.9906         | 1.4348          | 0.7113              | 5.687166e-07  | 422   |
| 0.0317     | 0.9929         | 1.4453          | 0.7113              | 5.6857226e-07 | 423   |
| 0.0366     | 0.9906         | 1.4563          | 0.7042              | 5.6842765e-07 | 424   |
| 0.0338     | 0.9976         | 1.4364          | 0.7042              | 5.6828276e-07 | 425   |
| 0.0323     | 0.9953         | 1.4578          | 0.7042              | 5.681375e-07  | 426   |
| 0.0347     | 0.9929         | 1.4429          | 0.7113              | 5.67992e-07   | 427   |
| 0.0272     | 1.0            | 1.4494          | 0.7042              | 5.678462e-07  | 428   |
| 0.0458     | 0.9906         | 1.4470          | 0.7042              | 5.6770006e-07 | 429   |
| 0.0256     | 0.9976         | 1.4515          | 0.7113              | 5.675536e-07  | 430   |
| 0.0367     | 0.9859         | 1.4696          | 0.7042              | 5.674069e-07  | 431   |
| 0.0347     | 0.9906         | 1.4622          | 0.7113              | 5.6725986e-07 | 432   |
| 0.0343     | 0.9953         | 1.4668          | 0.6972              | 5.671125e-07  | 433   |
| 0.0293     | 0.9953         | 1.4618          | 0.7113              | 5.669649e-07  | 434   |
| 0.0293     | 0.9953         | 1.4626          | 0.7042              | 5.6681694e-07 | 435   |
| 0.0303     | 0.9929         | 1.4833          | 0.6901              | 5.666687e-07  | 436   |
| 0.0275     | 0.9976         | 1.4565          | 0.6972              | 5.6652016e-07 | 437   |
| 0.0326     | 0.9906         | 1.4655          | 0.7113              | 5.6637134e-07 | 438   |
| 0.0263     | 1.0            | 1.4675          | 0.7113              | 5.662222e-07  | 439   |
| 0.0289     | 0.9953         | 1.4666          | 0.7113              | 5.6607274e-07 | 440   |
| 0.0278     | 0.9929         | 1.4808          | 0.7042              | 5.65923e-07   | 441   |
| 0.0311     | 0.9953         | 1.4835          | 0.7042              | 5.6577295e-07 | 442   |
| 0.0248     | 0.9953         | 1.4796          | 0.7042              | 5.656226e-07  | 443   |
| 0.0294     | 0.9953         | 1.4766          | 0.7042              | 5.6547196e-07 | 444   |
| 0.0266     | 0.9953         | 1.5128          | 0.6972              | 5.6532105e-07 | 445   |
| 0.0248     | 0.9976         | 1.4791          | 0.7042              | 5.651698e-07  | 446   |
| 0.0229     | 0.9953         | 1.4781          | 0.7042              | 5.6501824e-07 | 447   |
| 0.0239     | 0.9929         | 1.4921          | 0.7113              | 5.648664e-07  | 448   |
| 0.0229     | 0.9976         | 1.4881          | 0.7113              | 5.647143e-07  | 449   |
| 0.0273     | 0.9976         | 1.4811          | 0.7183              | 5.6456184e-07 | 450   |
| 0.0288     | 0.9953         | 1.4889          | 0.7183              | 5.644091e-07  | 451   |
| 0.0246     | 0.9953         | 1.4993          | 0.7113              | 5.642561e-07  | 452   |
| 0.0253     | 0.9953         | 1.4920          | 0.7042              | 5.641028e-07  | 453   |
| 0.0189     | 1.0            | 1.4994          | 0.7113              | 5.6394913e-07 | 454   |
| 0.0288     | 0.9929         | 1.5018          | 0.7042              | 5.637952e-07  | 455   |
| 0.0229     | 0.9976         | 1.5044          | 0.7042              | 5.63641e-07   | 456   |
| 0.0320     | 0.9906         | 1.5273          | 0.6901              | 5.634865e-07  | 457   |
| 0.0184     | 1.0            | 1.4992          | 0.7113              | 5.633317e-07  | 458   |
| 0.0263     | 0.9976         | 1.4960          | 0.7042              | 5.6317657e-07 | 459   |
| 0.0273     | 0.9953         | 1.4951          | 0.7113              | 5.6302116e-07 | 460   |
| 0.0206     | 1.0            | 1.5116          | 0.7042              | 5.6286547e-07 | 461   |
| 0.0223     | 0.9976         | 1.5222          | 0.7042              | 5.627095e-07  | 462   |
| 0.0201     | 0.9976         | 1.5234          | 0.7042              | 5.625532e-07  | 463   |
| 0.0257     | 0.9976         | 1.5070          | 0.7042              | 5.623967e-07  | 464   |
| 0.0246     | 0.9976         | 1.5116          | 0.7042              | 5.622398e-07  | 465   |
| 0.0208     | 1.0            | 1.5197          | 0.7042              | 5.620826e-07  | 466   |
| 0.0262     | 0.9929         | 1.5132          | 0.7113              | 5.6192516e-07 | 467   |
| 0.0185     | 1.0            | 1.5214          | 0.7113              | 5.617674e-07  | 468   |
| 0.0266     | 0.9953         | 1.5139          | 0.7042              | 5.616094e-07  | 469   |
| 0.0236     | 0.9953         | 1.5259          | 0.7113              | 5.614511e-07  | 470   |
| 0.0277     | 0.9953         | 1.5145          | 0.7113              | 5.612925e-07  | 471   |
| 0.0211     | 0.9976         | 1.5214          | 0.7113              | 5.6113356e-07 | 472   |
| 0.0204     | 0.9976         | 1.5225          | 0.7113              | 5.6097434e-07 | 473   |
| 0.0282     | 0.9953         | 1.5294          | 0.7042              | 5.6081484e-07 | 474   |
| 0.0174     | 1.0            | 1.5124          | 0.7183              | 5.6065505e-07 | 475   |
| 0.0240     | 0.9953         | 1.5274          | 0.7042              | 5.60495e-07   | 476   |
| 0.0251     | 0.9953         | 1.5321          | 0.7113              | 5.603346e-07  | 477   |
| 0.0380     | 0.9859         | 1.5567          | 0.6972              | 5.60174e-07   | 478   |
| 0.0170     | 0.9976         | 1.5365          | 0.7113              | 5.6001306e-07 | 479   |
| 0.0277     | 0.9906         | 1.5184          | 0.7113              | 5.598518e-07  | 480   |
| 0.0139     | 1.0            | 1.5301          | 0.7113              | 5.5969025e-07 | 481   |
| 0.0182     | 0.9976         | 1.5406          | 0.7113              | 5.595284e-07  | 482   |
| 0.0174     | 1.0            | 1.5286          | 0.7113              | 5.593663e-07  | 483   |
| 0.0187     | 1.0            | 1.5353          | 0.7113              | 5.592039e-07  | 484   |
| 0.0121     | 1.0            | 1.5471          | 0.7113              | 5.590412e-07  | 485   |
| 0.0202     | 0.9976         | 1.5423          | 0.7113              | 5.5887824e-07 | 486   |
| 0.0156     | 1.0            | 1.5384          | 0.7042              | 5.58715e-07   | 487   |
| 0.0230     | 0.9976         | 1.5390          | 0.7042              | 5.5855145e-07 | 488   |
| 0.0192     | 0.9976         | 1.5614          | 0.7042              | 5.583876e-07  | 489   |
| 0.0212     | 0.9976         | 1.5359          | 0.7113              | 5.582235e-07  | 490   |
| 0.0218     | 0.9953         | 1.5425          | 0.7113              | 5.580591e-07  | 491   |
| 0.0207     | 0.9976         | 1.5397          | 0.7113              | 5.5789445e-07 | 492   |
| 0.0184     | 0.9976         | 1.5564          | 0.7113              | 5.577295e-07  | 493   |
| 0.0323     | 0.9929         | 1.5373          | 0.7042              | 5.5756425e-07 | 494   |
| 0.0192     | 0.9976         | 1.5321          | 0.7113              | 5.573987e-07  | 495   |
| 0.0168     | 0.9976         | 1.5556          | 0.6901              | 5.572329e-07  | 496   |
| 0.0217     | 0.9953         | 1.5356          | 0.7113              | 5.570668e-07  | 497   |
| 0.0229     | 0.9953         | 1.5500          | 0.7113              | 5.5690043e-07 | 498   |
| 0.0153     | 1.0            | 1.5562          | 0.7113              | 5.5673377e-07 | 499   |
| 0.0221     | 0.9953         | 1.5349          | 0.7113              | 5.565668e-07  | 500   |
| 0.0190     | 0.9976         | 1.5521          | 0.7042              | 5.563996e-07  | 501   |
| 0.0131     | 1.0            | 1.5415          | 0.7113              | 5.5623207e-07 | 502   |
| 0.0198     | 0.9976         | 1.5476          | 0.7042              | 5.5606426e-07 | 503   |
| 0.0170     | 0.9976         | 1.5511          | 0.7042              | 5.558962e-07  | 504   |
| 0.0208     | 0.9976         | 1.5417          | 0.7113              | 5.557278e-07  | 505   |
| 0.0176     | 0.9976         | 1.5583          | 0.7113              | 5.5555915e-07 | 506   |
| 0.0244     | 0.9929         | 1.5365          | 0.7113              | 5.553902e-07  | 507   |
| 0.0224     | 0.9953         | 1.5411          | 0.7042              | 5.55221e-07   | 508   |
| 0.0221     | 0.9976         | 1.5508          | 0.7042              | 5.550515e-07  | 509   |
| 0.0208     | 0.9953         | 1.5442          | 0.7042              | 5.548817e-07  | 510   |
| 0.0144     | 1.0            | 1.5497          | 0.7042              | 5.547116e-07  | 511   |
| 0.0139     | 0.9976         | 1.5414          | 0.7113              | 5.5454126e-07 | 512   |
| 0.0170     | 1.0            | 1.5583          | 0.7113              | 5.543706e-07  | 513   |
| 0.0216     | 0.9953         | 1.5830          | 0.6901              | 5.541997e-07  | 514   |
| 0.0174     | 0.9976         | 1.5608          | 0.7042              | 5.540285e-07  | 515   |
| 0.0151     | 1.0            | 1.5540          | 0.7113              | 5.53857e-07   | 516   |
| 0.0275     | 0.9906         | 1.5765          | 0.7042              | 5.536852e-07  | 517   |
| 0.0196     | 0.9953         | 1.5607          | 0.7113              | 5.535132e-07  | 518   |
| 0.0158     | 0.9976         | 1.5574          | 0.7113              | 5.533409e-07  | 519   |
| 0.0145     | 1.0            | 1.5608          | 0.7113              | 5.531683e-07  | 520   |
| 0.0189     | 0.9953         | 1.5687          | 0.7113              | 5.5299546e-07 | 521   |
| 0.0108     | 1.0            | 1.5872          | 0.7042              | 5.528223e-07  | 522   |
| 0.0138     | 0.9976         | 1.5659          | 0.7113              | 5.526489e-07  | 523   |
| 0.0213     | 0.9953         | 1.5662          | 0.7113              | 5.5247517e-07 | 524   |
| 0.0146     | 1.0            | 1.5675          | 0.7113              | 5.523012e-07  | 525   |
| 0.0305     | 0.9929         | 1.5793          | 0.7042              | 5.5212695e-07 | 526   |
| 0.0251     | 0.9906         | 1.6106          | 0.7042              | 5.5195244e-07 | 527   |
| 0.0141     | 1.0            | 1.5905          | 0.7113              | 5.5177765e-07 | 528   |
| 0.0157     | 1.0            | 1.5796          | 0.7113              | 5.5160257e-07 | 529   |
| 0.0165     | 0.9976         | 1.5842          | 0.7042              | 5.514272e-07  | 530   |
| 0.0122     | 1.0            | 1.5858          | 0.7113              | 5.5125156e-07 | 531   |
| 0.0184     | 0.9953         | 1.5840          | 0.7113              | 5.5107563e-07 | 532   |
| 0.0148     | 0.9976         | 1.5894          | 0.7042              | 5.508995e-07  | 533   |
| 0.0107     | 1.0            | 1.5815          | 0.7113              | 5.5072303e-07 | 534   |
| 0.0109     | 1.0            | 1.5720          | 0.7113              | 5.505463e-07  | 535   |
| 0.0198     | 0.9976         | 1.5997          | 0.7042              | 5.503693e-07  | 536   |
| 0.0161     | 0.9976         | 1.5912          | 0.7042              | 5.50192e-07   | 537   |
| 0.0142     | 0.9976         | 1.5908          | 0.7113              | 5.500145e-07  | 538   |
| 0.0283     | 0.9953         | 1.6297          | 0.6901              | 5.4983667e-07 | 539   |
| 0.0140     | 0.9976         | 1.5868          | 0.7113              | 5.496586e-07  | 540   |
| 0.0198     | 0.9976         | 1.5935          | 0.7113              | 5.494802e-07  | 541   |
| 0.0162     | 0.9953         | 1.5808          | 0.7042              | 5.4930155e-07 | 542   |
| 0.0242     | 0.9953         | 1.5821          | 0.7113              | 5.4912266e-07 | 543   |
| 0.0134     | 0.9976         | 1.5811          | 0.7113              | 5.489435e-07  | 544   |
| 0.0109     | 1.0            | 1.5896          | 0.7042              | 5.4876404e-07 | 545   |
| 0.0207     | 0.9929         | 1.6128          | 0.7042              | 5.485843e-07  | 546   |
| 0.0186     | 0.9953         | 1.6122          | 0.7042              | 5.4840433e-07 | 547   |
| 0.0177     | 0.9929         | 1.5888          | 0.7113              | 5.482241e-07  | 548   |
| 0.0234     | 0.9929         | 1.6020          | 0.7113              | 5.4804354e-07 | 549   |
| 0.0128     | 1.0            | 1.6066          | 0.7042              | 5.478627e-07  | 550   |
| 0.0141     | 0.9976         | 1.6057          | 0.7113              | 5.476817e-07  | 551   |
| 0.0187     | 0.9953         | 1.5909          | 0.7042              | 5.4750035e-07 | 552   |
| 0.0080     | 1.0            | 1.5909          | 0.7042              | 5.4731873e-07 | 553   |
| 0.0119     | 1.0            | 1.5965          | 0.7042              | 5.471369e-07  | 554   |
| 0.0181     | 0.9976         | 1.6079          | 0.7113              | 5.4695477e-07 | 555   |
| 0.0146     | 0.9976         | 1.6027          | 0.7113              | 5.4677236e-07 | 556   |
| 0.0184     | 0.9953         | 1.6288          | 0.6901              | 5.4658966e-07 | 557   |
| 0.0214     | 0.9929         | 1.6405          | 0.6972              | 5.4640674e-07 | 558   |
| 0.0142     | 0.9976         | 1.6243          | 0.7183              | 5.4622353e-07 | 559   |
| 0.0156     | 0.9953         | 1.6258          | 0.6972              | 5.4604004e-07 | 560   |
| 0.0177     | 0.9953         | 1.6143          | 0.7183              | 5.458563e-07  | 561   |
| 0.0115     | 1.0            | 1.6293          | 0.7113              | 5.456723e-07  | 562   |
| 0.0172     | 0.9953         | 1.6376          | 0.7113              | 5.4548804e-07 | 563   |
| 0.0175     | 0.9953         | 1.6281          | 0.6972              | 5.453035e-07  | 564   |
| 0.0145     | 0.9953         | 1.6209          | 0.7183              | 5.451187e-07  | 565   |
| 0.0150     | 0.9953         | 1.6514          | 0.6972              | 5.4493364e-07 | 566   |
| 0.0126     | 1.0            | 1.6351          | 0.6972              | 5.4474833e-07 | 567   |
| 0.0131     | 1.0            | 1.6163          | 0.7113              | 5.4456274e-07 | 568   |
| 0.0107     | 0.9976         | 1.6161          | 0.7183              | 5.4437686e-07 | 569   |
| 0.0095     | 1.0            | 1.6306          | 0.7042              | 5.4419075e-07 | 570   |
| 0.0134     | 0.9976         | 1.6331          | 0.7042              | 5.4400437e-07 | 571   |
| 0.0091     | 1.0            | 1.6271          | 0.6972              | 5.4381775e-07 | 572   |
| 0.0095     | 0.9976         | 1.6186          | 0.7042              | 5.4363085e-07 | 573   |
| 0.0134     | 0.9953         | 1.6228          | 0.7042              | 5.4344366e-07 | 574   |
| 0.0081     | 1.0            | 1.6333          | 0.7042              | 5.4325625e-07 | 575   |
| 0.0128     | 1.0            | 1.6444          | 0.7042              | 5.4306855e-07 | 576   |
| 0.0107     | 1.0            | 1.6434          | 0.7042              | 5.428806e-07  | 577   |
| 0.0104     | 1.0            | 1.6371          | 0.6972              | 5.426924e-07  | 578   |
| 0.0076     | 1.0            | 1.6375          | 0.7042              | 5.425039e-07  | 579   |
| 0.0145     | 0.9976         | 1.6414          | 0.7042              | 5.423152e-07  | 580   |
| 0.0240     | 0.9929         | 1.6267          | 0.7183              | 5.421262e-07  | 581   |
| 0.0103     | 1.0            | 1.6475          | 0.7042              | 5.4193697e-07 | 582   |
| 0.0101     | 1.0            | 1.6514          | 0.7042              | 5.4174745e-07 | 583   |
| 0.0215     | 0.9976         | 1.6346          | 0.7183              | 5.415577e-07  | 584   |
| 0.0106     | 1.0            | 1.6294          | 0.7183              | 5.413677e-07  | 585   |
| 0.0158     | 0.9976         | 1.6687          | 0.6972              | 5.411774e-07  | 586   |
| 0.0159     | 0.9976         | 1.6515          | 0.6972              | 5.409869e-07  | 587   |
| 0.0090     | 1.0            | 1.6303          | 0.7042              | 5.407961e-07  | 588   |
| 0.0092     | 1.0            | 1.6390          | 0.7042              | 5.406051e-07  | 589   |
| 0.0124     | 0.9976         | 1.6467          | 0.7042              | 5.404138e-07  | 590   |
| 0.0139     | 0.9953         | 1.6394          | 0.7113              | 5.4022223e-07 | 591   |
| 0.0097     | 1.0            | 1.6605          | 0.7113              | 5.400304e-07  | 592   |
| 0.0135     | 1.0            | 1.6947          | 0.6901              | 5.398383e-07  | 593   |
| 0.0071     | 1.0            | 1.6584          | 0.7113              | 5.3964595e-07 | 594   |
| 0.0113     | 0.9976         | 1.6775          | 0.6901              | 5.3945337e-07 | 595   |
| 0.0163     | 0.9953         | 1.6672          | 0.7042              | 5.3926055e-07 | 596   |
| 0.0105     | 0.9976         | 1.6635          | 0.7113              | 5.3906746e-07 | 597   |
| 0.0077     | 1.0            | 1.6622          | 0.7113              | 5.3887413e-07 | 598   |
| 0.0133     | 0.9976         | 1.6621          | 0.7113              | 5.386805e-07  | 599   |
| 0.0148     | 0.9953         | 1.6754          | 0.7042              | 5.384867e-07  | 600   |
| 0.0185     | 0.9976         | 1.6523          | 0.7113              | 5.3829257e-07 | 601   |
| 0.0128     | 0.9976         | 1.6653          | 0.7113              | 5.380982e-07  | 602   |
| 0.0084     | 1.0            | 1.6917          | 0.7113              | 5.379036e-07  | 603   |
| 0.0114     | 1.0            | 1.6809          | 0.7042              | 5.3770873e-07 | 604   |
| 0.0112     | 1.0            | 1.6851          | 0.7042              | 5.375136e-07  | 605   |
| 0.0100     | 1.0            | 1.6672          | 0.7113              | 5.373182e-07  | 606   |
| 0.0225     | 0.9953         | 1.6814          | 0.7042              | 5.371226e-07  | 607   |
| 0.0109     | 0.9976         | 1.7314          | 0.6831              | 5.3692673e-07 | 608   |
| 0.0189     | 0.9976         | 1.7343          | 0.6831              | 5.367306e-07  | 609   |
| 0.0113     | 1.0            | 1.6949          | 0.7042              | 5.3653423e-07 | 610   |
| 0.0077     | 1.0            | 1.6795          | 0.7042              | 5.363376e-07  | 611   |
| 0.0092     | 0.9976         | 1.6835          | 0.7113              | 5.3614076e-07 | 612   |
| 0.0082     | 1.0            | 1.6651          | 0.7183              | 5.359436e-07  | 613   |
| 0.0086     | 1.0            | 1.6708          | 0.7183              | 5.3574627e-07 | 614   |
| 0.0164     | 0.9976         | 1.6803          | 0.7113              | 5.355486e-07  | 615   |
| 0.0110     | 1.0            | 1.6968          | 0.7042              | 5.3535075e-07 | 616   |
| 0.0084     | 1.0            | 1.7125          | 0.6901              | 5.3515265e-07 | 617   |
| 0.0064     | 1.0            | 1.6941          | 0.7042              | 5.3495427e-07 | 618   |
| 0.0082     | 1.0            | 1.6805          | 0.7042              | 5.3475566e-07 | 619   |
| 0.0205     | 0.9953         | 1.6883          | 0.7113              | 5.345568e-07  | 620   |
| 0.0099     | 0.9976         | 1.7190          | 0.6972              | 5.343577e-07  | 621   |
| 0.0137     | 0.9976         | 1.6911          | 0.7042              | 5.3415835e-07 | 622   |
| 0.0129     | 0.9976         | 1.7481          | 0.6761              | 5.3395877e-07 | 623   |
| 0.0148     | 0.9953         | 1.6827          | 0.7042              | 5.337589e-07  | 624   |
| 0.0098     | 1.0            | 1.6790          | 0.7042              | 5.335588e-07  | 625   |
| 0.0166     | 0.9976         | 1.7116          | 0.6901              | 5.333585e-07  | 626   |
| 0.0077     | 1.0            | 1.7069          | 0.7042              | 5.331579e-07  | 627   |
| 0.0086     | 1.0            | 1.6960          | 0.7042              | 5.329571e-07  | 628   |
| 0.0111     | 0.9976         | 1.6926          | 0.7113              | 5.32756e-07   | 629   |
| 0.0078     | 1.0            | 1.6968          | 0.6972              | 5.3255474e-07 | 630   |
| 0.0066     | 1.0            | 1.7007          | 0.7042              | 5.3235317e-07 | 631   |
| 0.0067     | 1.0            | 1.6966          | 0.7113              | 5.321514e-07  | 632   |
| 0.0082     | 0.9976         | 1.6978          | 0.7042              | 5.3194935e-07 | 633   |
| 0.0068     | 1.0            | 1.6891          | 0.7113              | 5.317471e-07  | 634   |
| 0.0073     | 0.9976         | 1.6884          | 0.7113              | 5.315446e-07  | 635   |
| 0.0073     | 1.0            | 1.6983          | 0.7042              | 5.313418e-07  | 636   |
| 0.0073     | 1.0            | 1.7076          | 0.7113              | 5.311388e-07  | 637   |
| 0.0079     | 1.0            | 1.7086          | 0.7113              | 5.309356e-07  | 638   |
| 0.0095     | 1.0            | 1.7020          | 0.7183              | 5.307321e-07  | 639   |
| 0.0120     | 0.9953         | 1.7186          | 0.7042              | 5.305284e-07  | 640   |
| 0.0083     | 1.0            | 1.7328          | 0.6831              | 5.303244e-07  | 641   |
| 0.0070     | 1.0            | 1.7046          | 0.7183              | 5.3012025e-07 | 642   |
| 0.0091     | 0.9976         | 1.6905          | 0.7183              | 5.299158e-07  | 643   |
| 0.0079     | 1.0            | 1.6824          | 0.7113              | 5.297111e-07  | 644   |
| 0.0111     | 0.9976         | 1.7233          | 0.7042              | 5.2950617e-07 | 645   |
| 0.0089     | 1.0            | 1.7362          | 0.7042              | 5.29301e-07   | 646   |
| 0.0066     | 1.0            | 1.7168          | 0.7183              | 5.2909564e-07 | 647   |
| 0.0075     | 1.0            | 1.7070          | 0.7183              | 5.2889e-07    | 648   |
| 0.0055     | 1.0            | 1.7062          | 0.7254              | 5.286841e-07  | 649   |
| 0.0140     | 0.9976         | 1.7121          | 0.7183              | 5.28478e-07   | 650   |
| 0.0082     | 1.0            | 1.7394          | 0.6972              | 5.2827164e-07 | 651   |
| 0.0082     | 1.0            | 1.7256          | 0.7042              | 5.280651e-07  | 652   |
| 0.0074     | 1.0            | 1.7367          | 0.7042              | 5.278583e-07  | 653   |
| 0.0128     | 0.9953         | 1.7230          | 0.7183              | 5.2765125e-07 | 654   |
| 0.0079     | 0.9976         | 1.7351          | 0.7113              | 5.2744394e-07 | 655   |
| 0.0093     | 1.0            | 1.7455          | 0.6972              | 5.272364e-07  | 656   |
| 0.0099     | 0.9976         | 1.7245          | 0.7113              | 5.2702865e-07 | 657   |
| 0.0061     | 1.0            | 1.7163          | 0.7183              | 5.2682066e-07 | 658   |
| 0.0075     | 1.0            | 1.7194          | 0.7113              | 5.2661244e-07 | 659   |
| 0.0067     | 0.9976         | 1.7400          | 0.7042              | 5.26404e-07   | 660   |
| 0.0066     | 1.0            | 1.7418          | 0.7042              | 5.261953e-07  | 661   |
| 0.0098     | 0.9976         | 1.7317          | 0.7042              | 5.259864e-07  | 662   |
| 0.0200     | 0.9953         | 1.7388          | 0.7042              | 5.257773e-07  | 663   |
| 0.0066     | 1.0            | 1.7145          | 0.7183              | 5.255679e-07  | 664   |
| 0.0137     | 0.9976         | 1.7167          | 0.7183              | 5.2535825e-07 | 665   |
| 0.0059     | 1.0            | 1.7267          | 0.7113              | 5.251484e-07  | 666   |
| 0.0074     | 0.9976         | 1.7218          | 0.7113              | 5.249383e-07  | 667   |
| 0.0111     | 0.9976         | 1.7525          | 0.7113              | 5.2472797e-07 | 668   |
| 0.0068     | 1.0            | 1.7534          | 0.7113              | 5.245174e-07  | 669   |
| 0.0069     | 1.0            | 1.7291          | 0.7183              | 5.2430664e-07 | 670   |
| 0.0077     | 1.0            | 1.7194          | 0.7183              | 5.2409564e-07 | 671   |
| 0.0087     | 1.0            | 1.7324          | 0.7183              | 5.238844e-07  | 672   |
| 0.0049     | 1.0            | 1.7482          | 0.7042              | 5.2367295e-07 | 673   |
| 0.0115     | 0.9976         | 1.7372          | 0.7183              | 5.2346127e-07 | 674   |
| 0.0144     | 0.9929         | 1.7595          | 0.7042              | 5.2324935e-07 | 675   |
| 0.0067     | 1.0            | 1.7565          | 0.7183              | 5.230372e-07  | 676   |
| 0.0045     | 1.0            | 1.7494          | 0.7254              | 5.2282485e-07 | 677   |
| 0.0087     | 0.9976         | 1.7469          | 0.7183              | 5.2261225e-07 | 678   |
| 0.0076     | 1.0            | 1.7649          | 0.6972              | 5.2239943e-07 | 679   |
| 0.0074     | 1.0            | 1.7787          | 0.6972              | 5.221864e-07  | 680   |
| 0.0058     | 1.0            | 1.7617          | 0.7042              | 5.219731e-07  | 681   |
| 0.0071     | 1.0            | 1.7590          | 0.7254              | 5.217596e-07  | 682   |
| 0.0116     | 0.9976         | 1.7443          | 0.7183              | 5.2154587e-07 | 683   |
| 0.0082     | 0.9976         | 1.7544          | 0.7254              | 5.213319e-07  | 684   |
| 0.0060     | 1.0            | 1.7720          | 0.7113              | 5.211177e-07  | 685   |
| 0.0058     | 1.0            | 1.7638          | 0.6972              | 5.209033e-07  | 686   |
| 0.0072     | 1.0            | 1.7495          | 0.7113              | 5.206887e-07  | 687   |
| 0.0089     | 0.9953         | 1.7672          | 0.7113              | 5.204738e-07  | 688   |
| 0.0086     | 0.9953         | 1.7573          | 0.7183              | 5.202587e-07  | 689   |
| 0.0048     | 1.0            | 1.7596          | 0.7113              | 5.200434e-07  | 690   |
| 0.0047     | 1.0            | 1.7659          | 0.7113              | 5.198279e-07  | 691   |
| 0.0102     | 0.9976         | 1.7692          | 0.7183              | 5.196122e-07  | 692   |
| 0.0076     | 1.0            | 1.7814          | 0.6901              | 5.193962e-07  | 693   |
| 0.0087     | 0.9976         | 1.8024          | 0.6901              | 5.1918005e-07 | 694   |
| 0.0144     | 0.9976         | 1.7628          | 0.7183              | 5.1896365e-07 | 695   |
| 0.0057     | 1.0            | 1.7604          | 0.7113              | 5.18747e-07   | 696   |
| 0.0063     | 1.0            | 1.7590          | 0.7183              | 5.1853016e-07 | 697   |
| 0.0081     | 0.9976         | 1.7719          | 0.7254              | 5.183131e-07  | 698   |
| 0.0054     | 1.0            | 1.7840          | 0.7183              | 5.1809576e-07 | 699   |
| 0.0076     | 0.9976         | 1.7832          | 0.7183              | 5.178783e-07  | 700   |
| 0.0096     | 0.9976         | 1.7788          | 0.7254              | 5.1766057e-07 | 701   |
| 0.0127     | 0.9953         | 1.7978          | 0.7042              | 5.1744263e-07 | 702   |
| 0.0105     | 0.9953         | 1.7733          | 0.7183              | 5.1722446e-07 | 703   |
| 0.0072     | 1.0            | 1.7518          | 0.7183              | 5.170061e-07  | 704   |
| 0.0063     | 1.0            | 1.7930          | 0.7113              | 5.1678745e-07 | 705   |
| 0.0063     | 1.0            | 1.7954          | 0.7042              | 5.1656866e-07 | 706   |
| 0.0034     | 1.0            | 1.7896          | 0.7183              | 5.1634964e-07 | 707   |
| 0.0069     | 1.0            | 1.7790          | 0.7113              | 5.161304e-07  | 708   |
| 0.0071     | 1.0            | 1.7808          | 0.7113              | 5.159109e-07  | 709   |
| 0.0045     | 1.0            | 1.7895          | 0.7183              | 5.156912e-07  | 710   |
| 0.0071     | 0.9976         | 1.7884          | 0.7254              | 5.154713e-07  | 711   |
| 0.0053     | 1.0            | 1.7899          | 0.7183              | 5.152512e-07  | 712   |
| 0.0068     | 1.0            | 1.8066          | 0.6972              | 5.150309e-07  | 713   |
| 0.0070     | 0.9976         | 1.8061          | 0.6972              | 5.148103e-07  | 714   |
| 0.0101     | 0.9976         | 1.7872          | 0.7254              | 5.1458954e-07 | 715   |
| 0.0053     | 1.0            | 1.7980          | 0.7254              | 5.143686e-07  | 716   |
| 0.0045     | 1.0            | 1.7966          | 0.7183              | 5.141474e-07  | 717   |
| 0.0056     | 1.0            | 1.7815          | 0.7183              | 5.13926e-07   | 718   |
| 0.0063     | 0.9976         | 1.7767          | 0.7183              | 5.137044e-07  | 719   |
| 0.0069     | 1.0            | 1.7798          | 0.7183              | 5.134826e-07  | 720   |
| 0.0077     | 0.9976         | 1.7694          | 0.7183              | 5.1326055e-07 | 721   |
| 0.0073     | 1.0            | 1.7625          | 0.7113              | 5.130383e-07  | 722   |
| 0.0088     | 0.9976         | 1.7686          | 0.7183              | 5.128158e-07  | 723   |
| 0.0060     | 0.9976         | 1.7948          | 0.7113              | 5.1259315e-07 | 724   |
| 0.0055     | 1.0            | 1.8171          | 0.6831              | 5.1237026e-07 | 725   |
| 0.0097     | 0.9976         | 1.7676          | 0.7324              | 5.1214715e-07 | 726   |
| 0.0107     | 0.9976         | 1.7711          | 0.7183              | 5.119239e-07  | 727   |
| 0.0054     | 1.0            | 1.8138          | 0.6901              | 5.1170036e-07 | 728   |
| 0.0066     | 1.0            | 1.8125          | 0.6901              | 5.114766e-07  | 729   |
| 0.0083     | 0.9976         | 1.8231          | 0.7042              | 5.112527e-07  | 730   |
| 0.0078     | 0.9976         | 1.8580          | 0.6972              | 5.110286e-07  | 731   |
| 0.0077     | 1.0            | 1.8353          | 0.6831              | 5.108042e-07  | 732   |
| 0.0060     | 0.9976         | 1.7904          | 0.7254              | 5.105797e-07  | 733   |
| 0.0076     | 1.0            | 1.7710          | 0.7042              | 5.1035494e-07 | 734   |
| 0.0059     | 1.0            | 1.7697          | 0.7113              | 5.1012995e-07 | 735   |
| 0.0090     | 0.9976         | 1.7907          | 0.7183              | 5.099048e-07  | 736   |
| 0.0066     | 0.9976         | 1.8409          | 0.6901              | 5.096794e-07  | 737   |
| 0.0063     | 0.9976         | 1.8506          | 0.6901              | 5.094538e-07  | 738   |
| 0.0093     | 0.9976         | 1.8044          | 0.7113              | 5.09228e-07   | 739   |
| 0.0045     | 1.0            | 1.7876          | 0.7113              | 5.09002e-07   | 740   |
| 0.0043     | 1.0            | 1.7848          | 0.7183              | 5.087758e-07  | 741   |
| 0.0045     | 1.0            | 1.7822          | 0.7113              | 5.085494e-07  | 742   |
| 0.0049     | 1.0            | 1.7880          | 0.7113              | 5.083228e-07  | 743   |
| 0.0063     | 1.0            | 1.7968          | 0.7183              | 5.08096e-07   | 744   |
| 0.0067     | 0.9976         | 1.8012          | 0.7113              | 5.0786895e-07 | 745   |
| 0.0065     | 1.0            | 1.7939          | 0.7113              | 5.0764174e-07 | 746   |
| 0.0044     | 1.0            | 1.7888          | 0.7042              | 5.074143e-07  | 747   |
| 0.0029     | 1.0            | 1.7825          | 0.7113              | 5.071867e-07  | 748   |
| 0.0045     | 1.0            | 1.7841          | 0.7113              | 5.069589e-07  | 749   |
| 0.0062     | 1.0            | 1.7973          | 0.7042              | 5.067308e-07  | 750   |
| 0.0039     | 1.0            | 1.7941          | 0.7113              | 5.065026e-07  | 751   |
| 0.0048     | 1.0            | 1.7969          | 0.7183              | 5.0627415e-07 | 752   |
| 0.0103     | 0.9953         | 1.7964          | 0.7183              | 5.060455e-07  | 753   |
| 0.0141     | 0.9929         | 1.7874          | 0.7113              | 5.058167e-07  | 754   |
| 0.0040     | 1.0            | 1.7976          | 0.7113              | 5.0558765e-07 | 755   |
| 0.0042     | 1.0            | 1.8004          | 0.7113              | 5.053584e-07  | 756   |
| 0.0081     | 0.9976         | 1.8181          | 0.6972              | 5.05129e-07   | 757   |
| 0.0057     | 1.0            | 1.8273          | 0.6972              | 5.0489933e-07 | 758   |
| 0.0108     | 0.9976         | 1.8447          | 0.6972              | 5.046695e-07  | 759   |
| 0.0048     | 1.0            | 1.8264          | 0.6972              | 5.0443947e-07 | 760   |
| 0.0056     | 0.9976         | 1.8100          | 0.7113              | 5.0420925e-07 | 761   |
| 0.0052     | 1.0            | 1.8257          | 0.7113              | 5.039788e-07  | 762   |
| 0.0061     | 0.9976         | 1.8248          | 0.6972              | 5.037482e-07  | 763   |
| 0.0046     | 1.0            | 1.8195          | 0.7042              | 5.035174e-07  | 764   |
| 0.0055     | 0.9976         | 1.8192          | 0.7113              | 5.032864e-07  | 765   |
| 0.0035     | 1.0            | 1.8272          | 0.7113              | 5.030552e-07  | 766   |
| 0.0070     | 0.9976         | 1.8315          | 0.6972              | 5.028238e-07  | 767   |
| 0.0077     | 1.0            | 1.8752          | 0.7042              | 5.0259223e-07 | 768   |
| 0.0084     | 0.9976         | 1.8060          | 0.7113              | 5.023604e-07  | 769   |
| 0.0089     | 0.9976         | 1.8444          | 0.7042              | 5.0212844e-07 | 770   |
| 0.0063     | 1.0            | 1.8493          | 0.7113              | 5.0189624e-07 | 771   |
| 0.0135     | 0.9976         | 1.8318          | 0.7113              | 5.0166386e-07 | 772   |
| 0.0044     | 1.0            | 1.8470          | 0.7113              | 5.014313e-07  | 773   |
| 0.0055     | 1.0            | 1.8332          | 0.7183              | 5.0119854e-07 | 774   |
| 0.0050     | 1.0            | 1.8332          | 0.7183              | 5.009656e-07  | 775   |
| 0.0043     | 1.0            | 1.8161          | 0.7042              | 5.007325e-07  | 776   |
| 0.0032     | 1.0            | 1.8121          | 0.7254              | 5.0049914e-07 | 777   |
| 0.0042     | 1.0            | 1.8253          | 0.7183              | 5.002656e-07  | 778   |
| 0.0085     | 0.9976         | 1.8455          | 0.7183              | 5.000319e-07  | 779   |
| 0.0036     | 1.0            | 1.8433          | 0.7254              | 4.99798e-07   | 780   |
| 0.0059     | 1.0            | 1.8384          | 0.7254              | 4.995639e-07  | 781   |
| 0.0064     | 0.9976         | 1.8386          | 0.6972              | 4.993296e-07  | 782   |
| 0.0044     | 1.0            | 1.8228          | 0.7183              | 4.990951e-07  | 783   |
| 0.0027     | 1.0            | 1.8179          | 0.7254              | 4.9886046e-07 | 784   |
| 0.0076     | 0.9976         | 1.8284          | 0.7183              | 4.986256e-07  | 785   |
| 0.0033     | 1.0            | 1.8639          | 0.6761              | 4.9839053e-07 | 786   |
| 0.0049     | 1.0            | 1.8448          | 0.7183              | 4.981553e-07  | 787   |
| 0.0035     | 1.0            | 1.8269          | 0.7254              | 4.979199e-07  | 788   |
| 0.0032     | 1.0            | 1.8259          | 0.7254              | 4.976843e-07  | 789   |
| 0.0036     | 1.0            | 1.8231          | 0.7254              | 4.974485e-07  | 790   |
| 0.0079     | 0.9953         | 1.8260          | 0.7183              | 4.9721257e-07 | 791   |
| 0.0041     | 1.0            | 1.8256          | 0.7113              | 4.969764e-07  | 792   |
| 0.0053     | 1.0            | 1.8387          | 0.7113              | 4.9674003e-07 | 793   |
| 0.0051     | 1.0            | 1.8712          | 0.6901              | 4.965035e-07  | 794   |
| 0.0066     | 1.0            | 1.8598          | 0.6972              | 4.962668e-07  | 795   |
| 0.0122     | 0.9976         | 1.8321          | 0.7254              | 4.960299e-07  | 796   |
| 0.0053     | 1.0            | 1.8249          | 0.7183              | 4.957928e-07  | 797   |
| 0.0029     | 1.0            | 1.8372          | 0.7254              | 4.955555e-07  | 798   |
| 0.0047     | 1.0            | 1.8478          | 0.7254              | 4.953181e-07  | 799   |
| 0.0044     | 1.0            | 1.8481          | 0.7254              | 4.950804e-07  | 800   |
| 0.0043     | 1.0            | 1.8544          | 0.7254              | 4.948426e-07  | 801   |
| 0.0050     | 0.9976         | 1.8542          | 0.7254              | 4.946046e-07  | 802   |
| 0.0036     | 1.0            | 1.8572          | 0.7254              | 4.943664e-07  | 803   |
| 0.0027     | 1.0            | 1.8518          | 0.7254              | 4.941281e-07  | 804   |
| 0.0033     | 1.0            | 1.8573          | 0.7254              | 4.938895e-07  | 805   |
| 0.0029     | 1.0            | 1.8601          | 0.7254              | 4.9365076e-07 | 806   |
| 0.0032     | 1.0            | 1.8491          | 0.7254              | 4.9341185e-07 | 807   |
| 0.0036     | 1.0            | 1.8501          | 0.7254              | 4.9317276e-07 | 808   |
| 0.0055     | 1.0            | 1.8385          | 0.7254              | 4.929335e-07  | 809   |
| 0.0048     | 1.0            | 1.8540          | 0.7113              | 4.926941e-07  | 810   |
| 0.0040     | 1.0            | 1.8993          | 0.6901              | 4.9245443e-07 | 811   |
| 0.0040     | 1.0            | 1.8872          | 0.6972              | 4.922146e-07  | 812   |
| 0.0057     | 0.9976         | 1.8741          | 0.7254              | 4.919746e-07  | 813   |
| 0.0072     | 0.9976         | 1.8578          | 0.7254              | 4.9173445e-07 | 814   |
| 0.0037     | 1.0            | 1.8616          | 0.7183              | 4.914941e-07  | 815   |
| 0.0118     | 0.9953         | 1.8656          | 0.7254              | 4.912536e-07  | 816   |
| 0.0029     | 1.0            | 1.8785          | 0.7113              | 4.9101294e-07 | 817   |
| 0.0050     | 1.0            | 1.8786          | 0.7113              | 4.907721e-07  | 818   |
| 0.0055     | 0.9976         | 1.8819          | 0.7113              | 4.90531e-07   | 819   |
| 0.0028     | 1.0            | 1.8748          | 0.7183              | 4.902898e-07  | 820   |
| 0.0026     | 1.0            | 1.8726          | 0.7183              | 4.9004836e-07 | 821   |
| 0.0025     | 1.0            | 1.8681          | 0.7183              | 4.898068e-07  | 822   |
| 0.0034     | 1.0            | 1.8657          | 0.7183              | 4.89565e-07   | 823   |
| 0.0061     | 0.9976         | 1.8800          | 0.6972              | 4.893231e-07  | 824   |
| 0.0149     | 0.9953         | 1.8571          | 0.7254              | 4.89081e-07   | 825   |
| 0.0066     | 1.0            | 1.8778          | 0.7254              | 4.8883874e-07 | 826   |
| 0.0088     | 0.9976         | 1.9055          | 0.6972              | 4.885963e-07  | 827   |
| 0.0039     | 1.0            | 1.8943          | 0.7183              | 4.883537e-07  | 828   |
| 0.0033     | 1.0            | 1.8912          | 0.7254              | 4.881109e-07  | 829   |
| 0.0035     | 1.0            | 1.8890          | 0.7254              | 4.8786796e-07 | 830   |
| 0.0036     | 1.0            | 1.8888          | 0.7254              | 4.8762485e-07 | 831   |
| 0.0024     | 1.0            | 1.8969          | 0.7254              | 4.8738156e-07 | 832   |
| 0.0047     | 1.0            | 1.8960          | 0.7254              | 4.871381e-07  | 833   |
| 0.0090     | 0.9976         | 1.8767          | 0.7183              | 4.8689446e-07 | 834   |
| 0.0144     | 0.9976         | 1.8723          | 0.7183              | 4.8665066e-07 | 835   |
| 0.0045     | 1.0            | 1.8643          | 0.7183              | 4.864067e-07  | 836   |
| 0.0042     | 1.0            | 1.8692          | 0.7254              | 4.8616255e-07 | 837   |
| 0.0034     | 1.0            | 1.8895          | 0.7183              | 4.8591824e-07 | 838   |
| 0.0039     | 1.0            | 1.8997          | 0.7113              | 4.8567375e-07 | 839   |
| 0.0033     | 1.0            | 1.9021          | 0.7183              | 4.854291e-07  | 840   |
| 0.0032     | 1.0            | 1.9021          | 0.7254              | 4.851843e-07  | 841   |
| 0.0022     | 1.0            | 1.9021          | 0.7254              | 4.849393e-07  | 842   |
| 0.0032     | 1.0            | 1.9004          | 0.7254              | 4.846941e-07  | 843   |
| 0.0033     | 1.0            | 1.9034          | 0.6901              | 4.844488e-07  | 844   |
| 0.0032     | 1.0            | 1.9111          | 0.6972              | 4.8420327e-07 | 845   |
| 0.0042     | 1.0            | 1.8925          | 0.7183              | 4.839576e-07  | 846   |
| 0.0044     | 0.9976         | 1.9021          | 0.7254              | 4.8371174e-07 | 847   |
| 0.0033     | 1.0            | 1.9051          | 0.7254              | 4.834658e-07  | 848   |
| 0.0023     | 1.0            | 1.9053          | 0.7254              | 4.8321965e-07 | 849   |
| 0.0047     | 0.9976         | 1.9078          | 0.7183              | 4.8297335e-07 | 850   |
| 0.0087     | 0.9976         | 1.9275          | 0.6831              | 4.827269e-07  | 851   |
| 0.0096     | 0.9953         | 1.9655          | 0.6831              | 4.8248023e-07 | 852   |
| 0.0080     | 0.9976         | 1.8785          | 0.7183              | 4.822334e-07  | 853   |
| 0.0040     | 1.0            | 1.8921          | 0.7183              | 4.8198643e-07 | 854   |
| 0.0051     | 1.0            | 1.9032          | 0.7183              | 4.817393e-07  | 855   |
| 0.0040     | 1.0            | 1.9027          | 0.7254              | 4.81492e-07   | 856   |
| 0.0034     | 1.0            | 1.9062          | 0.7183              | 4.8124457e-07 | 857   |
| 0.0028     | 1.0            | 1.9070          | 0.7042              | 4.8099696e-07 | 858   |
| 0.0031     | 1.0            | 1.8993          | 0.7183              | 4.807492e-07  | 859   |
| 0.0022     | 1.0            | 1.8946          | 0.7183              | 4.805012e-07  | 860   |
| 0.0040     | 1.0            | 1.9213          | 0.7042              | 4.802531e-07  | 861   |
| 0.0025     | 1.0            | 1.9199          | 0.7042              | 4.8000487e-07 | 862   |
| 0.0029     | 1.0            | 1.9206          | 0.7042              | 4.7975647e-07 | 863   |
| 0.0020     | 1.0            | 1.9297          | 0.6831              | 4.795079e-07  | 864   |
| 0.0030     | 1.0            | 1.9316          | 0.6831              | 4.7925914e-07 | 865   |
| 0.0057     | 0.9976         | 1.9181          | 0.7254              | 4.790102e-07  | 866   |
| 0.0067     | 0.9976         | 1.9630          | 0.7113              | 4.787612e-07  | 867   |
| 0.0067     | 0.9976         | 1.9602          | 0.6831              | 4.78512e-07   | 868   |
| 0.0035     | 1.0            | 1.9442          | 0.6901              | 4.782626e-07  | 869   |
| 0.0035     | 1.0            | 1.9149          | 0.6901              | 4.780131e-07  | 870   |
| 0.0105     | 0.9929         | 1.8873          | 0.7113              | 4.777634e-07  | 871   |
| 0.0043     | 1.0            | 1.9042          | 0.7183              | 4.775136e-07  | 872   |
| 0.0031     | 1.0            | 1.9162          | 0.7183              | 4.772636e-07  | 873   |
| 0.0038     | 1.0            | 1.9163          | 0.7183              | 4.7701343e-07 | 874   |
| 0.0031     | 1.0            | 1.9212          | 0.7183              | 4.7676312e-07 | 875   |
| 0.0105     | 0.9976         | 1.9248          | 0.7113              | 4.7651267e-07 | 876   |
| 0.0024     | 1.0            | 1.9274          | 0.7042              | 4.7626204e-07 | 877   |
| 0.0024     | 1.0            | 1.9252          | 0.7183              | 4.7601128e-07 | 878   |
| 0.0029     | 1.0            | 1.9225          | 0.7183              | 4.7576037e-07 | 879   |
| 0.0056     | 0.9976         | 1.9285          | 0.7113              | 4.755093e-07  | 880   |
| 0.0021     | 1.0            | 1.9329          | 0.7113              | 4.7525808e-07 | 881   |
| 0.0035     | 1.0            | 1.9333          | 0.7113              | 4.7500671e-07 | 882   |
| 0.0021     | 1.0            | 1.9296          | 0.7183              | 4.7475518e-07 | 883   |
| 0.0028     | 1.0            | 1.9301          | 0.7183              | 4.745035e-07  | 884   |
| 0.0032     | 1.0            | 1.9458          | 0.7113              | 4.742517e-07  | 885   |
| 0.0098     | 0.9953         | 1.9401          | 0.7113              | 4.739997e-07  | 886   |
| 0.0049     | 1.0            | 1.9427          | 0.7113              | 4.7374758e-07 | 887   |
| 0.0020     | 1.0            | 1.9364          | 0.7113              | 4.734953e-07  | 888   |
| 0.0025     | 1.0            | 1.9307          | 0.7113              | 4.7324286e-07 | 889   |
| 0.0028     | 1.0            | 1.9357          | 0.7113              | 4.7299028e-07 | 890   |
| 0.0022     | 1.0            | 1.9322          | 0.7113              | 4.7273755e-07 | 891   |
| 0.0034     | 1.0            | 1.9326          | 0.7113              | 4.724847e-07  | 892   |
| 0.0021     | 1.0            | 1.9342          | 0.7113              | 4.7223168e-07 | 893   |
| 0.0151     | 0.9976         | 1.9286          | 0.7183              | 4.719785e-07  | 894   |
| 0.0039     | 1.0            | 1.9247          | 0.7183              | 4.7172517e-07 | 895   |
| 0.0025     | 1.0            | 1.9099          | 0.7183              | 4.714717e-07  | 896   |
| 0.0018     | 1.0            | 1.9066          | 0.7183              | 4.712181e-07  | 897   |
| 0.0026     | 1.0            | 1.9148          | 0.7183              | 4.7096435e-07 | 898   |
| 0.0107     | 0.9953         | 1.9169          | 0.7183              | 4.7071046e-07 | 899   |
| 0.0022     | 1.0            | 1.9237          | 0.7183              | 4.7045643e-07 | 900   |
| 0.0037     | 1.0            | 1.9338          | 0.7113              | 4.7020222e-07 | 901   |
| 0.0027     | 1.0            | 1.9340          | 0.7183              | 4.6994788e-07 | 902   |
| 0.0037     | 0.9976         | 1.9319          | 0.7113              | 4.696934e-07  | 903   |
| 0.0027     | 1.0            | 1.9346          | 0.7113              | 4.6943876e-07 | 904   |
| 0.0064     | 0.9976         | 1.9163          | 0.7183              | 4.69184e-07   | 905   |
| 0.0035     | 1.0            | 1.9273          | 0.7113              | 4.6892907e-07 | 906   |
| 0.0018     | 1.0            | 1.9295          | 0.7183              | 4.6867402e-07 | 907   |
| 0.0041     | 0.9976         | 1.9350          | 0.7113              | 4.6841882e-07 | 908   |
| 0.0024     | 1.0            | 1.9408          | 0.7183              | 4.6816348e-07 | 909   |
| 0.0041     | 1.0            | 1.9156          | 0.7183              | 4.67908e-07   | 910   |
| 0.0024     | 1.0            | 1.9134          | 0.7183              | 4.6765237e-07 | 911   |
| 0.0023     | 1.0            | 1.9218          | 0.7183              | 4.673966e-07  | 912   |
| 0.0030     | 1.0            | 1.9427          | 0.7113              | 4.671407e-07  | 913   |
| 0.0024     | 1.0            | 1.9495          | 0.7042              | 4.6688464e-07 | 914   |
| 0.0031     | 1.0            | 1.9407          | 0.7113              | 4.6662848e-07 | 915   |
| 0.0023     | 1.0            | 1.9267          | 0.7183              | 4.6637217e-07 | 916   |
| 0.0023     | 1.0            | 1.9210          | 0.7183              | 4.6611572e-07 | 917   |
| 0.0016     | 1.0            | 1.9160          | 0.7183              | 4.6585913e-07 | 918   |
| 0.0037     | 1.0            | 1.9236          | 0.7183              | 4.656024e-07  | 919   |
| 0.0029     | 1.0            | 1.9533          | 0.7042              | 4.6534552e-07 | 920   |
| 0.0081     | 0.9976         | 1.9482          | 0.7183              | 4.650885e-07  | 921   |
| 0.0030     | 1.0            | 1.9483          | 0.7183              | 4.6483137e-07 | 922   |
| 0.0019     | 1.0            | 1.9338          | 0.7254              | 4.645741e-07  | 923   |
| 0.0025     | 1.0            | 1.9293          | 0.7254              | 4.6431668e-07 | 924   |
| 0.0021     | 1.0            | 1.9346          | 0.7113              | 4.6405913e-07 | 925   |
| 0.0017     | 1.0            | 1.9378          | 0.7254              | 4.6380143e-07 | 926   |
| 0.0021     | 1.0            | 1.9378          | 0.7254              | 4.635436e-07  | 927   |
| 0.0016     | 1.0            | 1.9379          | 0.7254              | 4.6328566e-07 | 928   |
| 0.0043     | 1.0            | 1.9354          | 0.7254              | 4.6302756e-07 | 929   |
| 0.0043     | 1.0            | 1.9338          | 0.7183              | 4.6276935e-07 | 930   |
| 0.0021     | 1.0            | 1.9351          | 0.7183              | 4.62511e-07   | 931   |
| 0.0029     | 1.0            | 1.9482          | 0.7254              | 4.622525e-07  | 932   |
| 0.0081     | 0.9976         | 1.9751          | 0.7113              | 4.6199386e-07 | 933   |
| 0.0089     | 0.9953         | 1.9900          | 0.7042              | 4.617351e-07  | 934   |
| 0.0035     | 1.0            | 1.9855          | 0.7042              | 4.6147622e-07 | 935   |
| 0.0026     | 1.0            | 1.9689          | 0.7254              | 4.612172e-07  | 936   |
| 0.0055     | 0.9976         | 1.9525          | 0.7254              | 4.6095806e-07 | 937   |
| 0.0064     | 0.9976         | 1.9332          | 0.7254              | 4.6069877e-07 | 938   |
| 0.0024     | 1.0            | 1.9105          | 0.7183              | 4.6043937e-07 | 939   |
| 0.0055     | 0.9976         | 1.9180          | 0.7254              | 4.6017982e-07 | 940   |
| 0.0025     | 1.0            | 1.9258          | 0.7183              | 4.5992016e-07 | 941   |
| 0.0035     | 1.0            | 1.9438          | 0.7183              | 4.5966036e-07 | 942   |
| 0.0109     | 0.9976         | 1.9523          | 0.7113              | 4.5940044e-07 | 943   |
| 0.0030     | 1.0            | 1.9533          | 0.7113              | 4.5914038e-07 | 944   |
| 0.0019     | 1.0            | 1.9525          | 0.7113              | 4.588802e-07  | 945   |
| 0.0033     | 1.0            | 1.9330          | 0.7183              | 4.586199e-07  | 946   |
| 0.0016     | 1.0            | 1.9337          | 0.7183              | 4.5835947e-07 | 947   |
| 0.0024     | 1.0            | 1.9400          | 0.7254              | 4.580989e-07  | 948   |
| 0.0016     | 1.0            | 1.9505          | 0.7254              | 4.578382e-07  | 949   |
| 0.0021     | 1.0            | 1.9571          | 0.7254              | 4.5757739e-07 | 950   |
| 0.0023     | 1.0            | 1.9599          | 0.7254              | 4.5731645e-07 | 951   |
| 0.0097     | 0.9976         | 1.9804          | 0.7113              | 4.5705536e-07 | 952   |
| 0.0038     | 1.0            | 1.9790          | 0.7042              | 4.5679417e-07 | 953   |
| 0.0033     | 1.0            | 1.9720          | 0.7113              | 4.5653286e-07 | 954   |
| 0.0025     | 1.0            | 1.9748          | 0.7254              | 4.562714e-07  | 955   |
| 0.0055     | 0.9976         | 1.9940          | 0.7254              | 4.5600984e-07 | 956   |
| 0.0042     | 1.0            | 2.0187          | 0.6972              | 4.5574816e-07 | 957   |
| 0.0022     | 1.0            | 2.0009          | 0.7042              | 4.5548634e-07 | 958   |
| 0.0031     | 1.0            | 1.9751          | 0.7183              | 4.552244e-07  | 959   |
| 0.0027     | 1.0            | 1.9586          | 0.7183              | 4.5496236e-07 | 960   |
| 0.0065     | 0.9976         | 1.9670          | 0.7254              | 4.5470017e-07 | 961   |
| 0.0033     | 1.0            | 1.9776          | 0.7254              | 4.5443787e-07 | 962   |
| 0.0020     | 1.0            | 1.9868          | 0.7254              | 4.5417545e-07 | 963   |
| 0.0023     | 1.0            | 1.9889          | 0.7183              | 4.5391292e-07 | 964   |
| 0.0033     | 1.0            | 2.0080          | 0.6831              | 4.5365024e-07 | 965   |
| 0.0123     | 0.9976         | 2.0169          | 0.7113              | 4.5338746e-07 | 966   |
| 0.0026     | 1.0            | 2.0220          | 0.7113              | 4.5312456e-07 | 967   |
| 0.0033     | 1.0            | 2.0058          | 0.7113              | 4.5286154e-07 | 968   |
| 0.0019     | 1.0            | 2.0016          | 0.7113              | 4.525984e-07  | 969   |
| 0.0018     | 1.0            | 2.0020          | 0.7113              | 4.5233514e-07 | 970   |
| 0.0019     | 1.0            | 1.9989          | 0.7183              | 4.5207176e-07 | 971   |
| 0.0024     | 1.0            | 1.9959          | 0.7183              | 4.5180826e-07 | 972   |
| 0.0017     | 1.0            | 1.9967          | 0.7183              | 4.5154465e-07 | 973   |
| 0.0031     | 1.0            | 1.9830          | 0.7183              | 4.5128093e-07 | 974   |
| 0.0019     | 1.0            | 1.9806          | 0.7183              | 4.510171e-07  | 975   |
| 0.0020     | 1.0            | 1.9803          | 0.7183              | 4.5075313e-07 | 976   |
| 0.0027     | 1.0            | 1.9881          | 0.7183              | 4.5048907e-07 | 977   |
| 0.0062     | 0.9976         | 2.0179          | 0.7042              | 4.502249e-07  | 978   |
| 0.0019     | 1.0            | 2.0200          | 0.7042              | 4.499606e-07  | 979   |
| 0.0091     | 0.9953         | 2.0537          | 0.7113              | 4.496962e-07  | 980   |
| 0.0043     | 1.0            | 2.0483          | 0.7113              | 4.4943164e-07 | 981   |
| 0.0030     | 1.0            | 2.0235          | 0.7042              | 4.4916698e-07 | 982   |
| 0.0066     | 0.9953         | 2.0017          | 0.7183              | 4.489022e-07  | 983   |
| 0.0044     | 0.9976         | 2.0148          | 0.7042              | 4.4863734e-07 | 984   |
| 0.0089     | 0.9976         | 2.0407          | 0.6972              | 4.4837236e-07 | 985   |
| 0.0023     | 1.0            | 2.0101          | 0.7183              | 4.4810727e-07 | 986   |
| 0.0013     | 1.0            | 2.0010          | 0.7254              | 4.4784207e-07 | 987   |
| 0.0059     | 0.9976         | 1.9844          | 0.7113              | 4.4757675e-07 | 988   |
| 0.0120     | 0.9953         | 1.9867          | 0.7183              | 4.4731132e-07 | 989   |
| 0.0031     | 1.0            | 2.0145          | 0.7042              | 4.4704578e-07 | 990   |
| 0.0175     | 0.9929         | 2.0260          | 0.6972              | 4.4678012e-07 | 991   |
| 0.0025     | 1.0            | 2.0280          | 0.7042              | 4.4651435e-07 | 992   |
| 0.0025     | 1.0            | 2.0180          | 0.7113              | 4.4624846e-07 | 993   |
| 0.0023     | 1.0            | 2.0092          | 0.7113              | 4.459825e-07  | 994   |
| 0.0039     | 1.0            | 1.9985          | 0.7183              | 4.457164e-07  | 995   |
| 0.0025     | 1.0            | 1.9721          | 0.7324              | 4.454502e-07  | 996   |
| 0.0023     | 1.0            | 1.9633          | 0.7254              | 4.451839e-07  | 997   |
| 0.0015     | 1.0            | 1.9683          | 0.7254              | 4.4491748e-07 | 998   |
| 0.0016     | 1.0            | 1.9732          | 0.7254              | 4.4465096e-07 | 999   |


### Framework versions

- Transformers 4.30.0.dev0
- TensorFlow 2.9.1
- Datasets 2.8.0
- Tokenizers 0.13.2

{"tags": ["generated_from_keras_callback"], "model-index": [{"name": "Bert_class_6e-07_1000epoch", "results": []}]}
transformers tf bert text-classification generated_from_keras_callback autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #tf #bert #text-classification #generated_from_keras_callback #autotrain_compatible #endpoints_compatible #region-us 

Bert\_class\_6e-07\_1000epoch
=============================


This model is a fine-tuned version of guoluo/Bert\_1.5e\_07 on an unknown dataset.
It achieves the following results on the evaluation set:


* Train Loss: 0.0016
* Train Accuracy: 1.0
* Validation Loss: 1.9732
* Validation Accuracy: 0.7254
* Train Lr: 4.4465096e-07
* Epoch: 999


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': 4.4465096e-07, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32


### Training results



### Framework versions


* Transformers 4.30.0.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': 4.4465096e-07, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.30.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2
TAGS
#transformers #tf #bert #text-classification #generated_from_keras_callback #autotrain_compatible #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* optimizer: {'name': 'Adam', 'learning\_rate': 4.4465096e-07, 'decay': 0.0, 'beta\_1': 0.9, 'beta\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
* training\_precision: float32 ### Training results ### Framework versions


* Transformers 4.30.0.dev0
* TensorFlow 2.9.1
* Datasets 2.8.0
* Tokenizers 0.13.2