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# result

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 1.9220
- Accuracy: 0.525

## 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:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1800

### Training results

| Training Loss | Epoch  | Step  | Validation Loss | Accuracy |
|:-------------:|:------:|:-----:|:---------------:|:--------:|
| No log        | 1.0    | 20    | 1.9359          | 0.3312   |
| No log        | 2.0    | 40    | 1.7000          | 0.3438   |
| No log        | 3.0    | 60    | 1.5615          | 0.4437   |
| No log        | 4.0    | 80    | 1.4823          | 0.3937   |
| No log        | 5.0    | 100   | 1.4394          | 0.4562   |
| No log        | 6.0    | 120   | 1.3742          | 0.4938   |
| No log        | 7.0    | 140   | 1.3195          | 0.5188   |
| No log        | 8.0    | 160   | 1.3895          | 0.4125   |
| No log        | 9.0    | 180   | 1.3009          | 0.5375   |
| No log        | 10.0   | 200   | 1.3884          | 0.4813   |
| No log        | 11.0   | 220   | 1.3708          | 0.4625   |
| No log        | 12.0   | 240   | 1.3129          | 0.4875   |
| No log        | 13.0   | 260   | 1.3599          | 0.5188   |
| No log        | 14.0   | 280   | 1.3418          | 0.4625   |
| No log        | 15.0   | 300   | 1.3426          | 0.5062   |
| No log        | 16.0   | 320   | 1.4914          | 0.475    |
| No log        | 17.0   | 340   | 1.4268          | 0.4875   |
| No log        | 18.0   | 360   | 1.4285          | 0.4938   |
| No log        | 19.0   | 380   | 1.4039          | 0.5375   |
| No log        | 20.0   | 400   | 1.3334          | 0.5563   |
| No log        | 21.0   | 420   | 1.5743          | 0.4625   |
| No log        | 22.0   | 440   | 1.4967          | 0.5062   |
| No log        | 23.0   | 460   | 1.4737          | 0.4938   |
| No log        | 24.0   | 480   | 1.5848          | 0.4562   |
| 0.7696        | 25.0   | 500   | 1.5294          | 0.4813   |
| 0.7696        | 26.0   | 520   | 1.4846          | 0.4813   |
| 0.7696        | 27.0   | 540   | 1.4071          | 0.5188   |
| 0.7696        | 28.0   | 560   | 1.5364          | 0.5062   |
| 0.7696        | 29.0   | 580   | 1.7020          | 0.45     |
| 0.7696        | 30.0   | 600   | 1.6267          | 0.5      |
| 0.7696        | 31.0   | 620   | 1.8693          | 0.4625   |
| 0.7696        | 32.0   | 640   | 1.7043          | 0.4813   |
| 0.7696        | 33.0   | 660   | 1.7366          | 0.4562   |
| 0.7696        | 34.0   | 680   | 1.6635          | 0.4688   |
| 0.7696        | 35.0   | 700   | 1.6388          | 0.5437   |
| 0.7696        | 36.0   | 720   | 1.6729          | 0.4875   |
| 0.7696        | 37.0   | 740   | 1.5353          | 0.5437   |
| 0.7696        | 38.0   | 760   | 1.7139          | 0.5      |
| 0.7696        | 39.0   | 780   | 1.7944          | 0.4688   |
| 0.7696        | 40.0   | 800   | 1.8076          | 0.4625   |
| 0.7696        | 41.0   | 820   | 1.8508          | 0.475    |
| 0.7696        | 42.0   | 840   | 1.8112          | 0.4813   |
| 0.7696        | 43.0   | 860   | 1.7823          | 0.5      |
| 0.7696        | 44.0   | 880   | 1.9165          | 0.4625   |
| 0.7696        | 45.0   | 900   | 1.8350          | 0.5      |
| 0.7696        | 46.0   | 920   | 1.6834          | 0.5312   |
| 0.7696        | 47.0   | 940   | 1.9291          | 0.475    |
| 0.7696        | 48.0   | 960   | 1.9390          | 0.45     |
| 0.7696        | 49.0   | 980   | 1.9414          | 0.4313   |
| 0.1996        | 50.0   | 1000  | 1.8156          | 0.5      |
| 0.1996        | 51.0   | 1020  | 1.8283          | 0.4688   |
| 0.1996        | 52.0   | 1040  | 1.6130          | 0.55     |
| 0.1996        | 53.0   | 1060  | 1.8624          | 0.4625   |
| 0.1996        | 54.0   | 1080  | 1.7426          | 0.5437   |
| 0.1996        | 55.0   | 1100  | 1.7911          | 0.5125   |
| 0.1996        | 56.0   | 1120  | 1.8840          | 0.5062   |
| 0.1996        | 57.0   | 1140  | 1.8300          | 0.5125   |
| 0.1996        | 58.0   | 1160  | 2.1787          | 0.3875   |
| 0.1996        | 59.0   | 1180  | 2.0125          | 0.4688   |
| 0.1996        | 60.0   | 1200  | 2.1014          | 0.4313   |
| 0.1996        | 61.0   | 1220  | 2.0338          | 0.4562   |
| 0.1996        | 62.0   | 1240  | 2.3885          | 0.3937   |
| 0.1996        | 63.0   | 1260  | 1.9733          | 0.4688   |
| 0.1996        | 64.0   | 1280  | 2.2972          | 0.45     |
| 0.1996        | 65.0   | 1300  | 2.2045          | 0.4688   |
| 0.1996        | 66.0   | 1320  | 2.1051          | 0.4813   |
| 0.1996        | 67.0   | 1340  | 1.9712          | 0.475    |
| 0.1996        | 68.0   | 1360  | 2.0072          | 0.4688   |
| 0.1996        | 69.0   | 1380  | 2.1358          | 0.4313   |
| 0.1996        | 70.0   | 1400  | 2.0465          | 0.4562   |
| 0.1996        | 71.0   | 1420  | 1.8430          | 0.5687   |
| 0.1996        | 72.0   | 1440  | 2.0037          | 0.5188   |
| 0.1996        | 73.0   | 1460  | 2.1324          | 0.4938   |
| 0.1996        | 74.0   | 1480  | 2.0878          | 0.4875   |
| 0.1317        | 75.0   | 1500  | 2.1830          | 0.4688   |
| 0.1317        | 76.0   | 1520  | 2.2916          | 0.4688   |
| 0.1317        | 77.0   | 1540  | 2.3076          | 0.4625   |
| 0.1317        | 78.0   | 1560  | 2.2020          | 0.5      |
| 0.1317        | 79.0   | 1580  | 2.2152          | 0.4625   |
| 0.1317        | 80.0   | 1600  | 2.2169          | 0.4688   |
| 0.1317        | 81.0   | 1620  | 2.3014          | 0.425    |
| 0.1317        | 82.0   | 1640  | 2.4095          | 0.4688   |
| 0.1317        | 83.0   | 1660  | 2.2151          | 0.4562   |
| 0.1317        | 84.0   | 1680  | 2.1781          | 0.5062   |
| 0.1317        | 85.0   | 1700  | 2.0625          | 0.5312   |
| 0.1317        | 86.0   | 1720  | 2.0749          | 0.4938   |
| 0.1317        | 87.0   | 1740  | 2.2508          | 0.4688   |
| 0.1317        | 88.0   | 1760  | 2.5440          | 0.4      |
| 0.1317        | 89.0   | 1780  | 2.1651          | 0.5      |
| 0.1317        | 90.0   | 1800  | 2.1597          | 0.5062   |
| 0.1317        | 91.0   | 1820  | 2.0789          | 0.5062   |
| 0.1317        | 92.0   | 1840  | 2.1269          | 0.5125   |
| 0.1317        | 93.0   | 1860  | 2.2718          | 0.5      |
| 0.1317        | 94.0   | 1880  | 2.3552          | 0.4375   |
| 0.1317        | 95.0   | 1900  | 2.2109          | 0.4688   |
| 0.1317        | 96.0   | 1920  | 2.1035          | 0.525    |
| 0.1317        | 97.0   | 1940  | 2.1731          | 0.5      |
| 0.1317        | 98.0   | 1960  | 2.1556          | 0.4938   |
| 0.1317        | 99.0   | 1980  | 2.4122          | 0.45     |
| 0.0977        | 100.0  | 2000  | 2.1347          | 0.4625   |
| 0.0977        | 101.0  | 2020  | 2.3425          | 0.475    |
| 0.0977        | 102.0  | 2040  | 2.0473          | 0.5312   |
| 0.0977        | 103.0  | 2060  | 2.3313          | 0.4688   |
| 0.0977        | 104.0  | 2080  | 2.3653          | 0.4313   |
| 0.0977        | 105.0  | 2100  | 2.2440          | 0.4875   |
| 0.0977        | 106.0  | 2120  | 2.2452          | 0.4688   |
| 0.0977        | 107.0  | 2140  | 2.4786          | 0.475    |
| 0.0977        | 108.0  | 2160  | 2.2852          | 0.4875   |
| 0.0977        | 109.0  | 2180  | 2.5703          | 0.4375   |
| 0.0977        | 110.0  | 2200  | 2.2940          | 0.4562   |
| 0.0977        | 111.0  | 2220  | 2.2425          | 0.4938   |
| 0.0977        | 112.0  | 2240  | 2.6132          | 0.425    |
| 0.0977        | 113.0  | 2260  | 2.3069          | 0.4938   |
| 0.0977        | 114.0  | 2280  | 2.5454          | 0.45     |
| 0.0977        | 115.0  | 2300  | 2.3490          | 0.45     |
| 0.0977        | 116.0  | 2320  | 2.1099          | 0.4938   |
| 0.0977        | 117.0  | 2340  | 2.4900          | 0.4625   |
| 0.0977        | 118.0  | 2360  | 2.3611          | 0.475    |
| 0.0977        | 119.0  | 2380  | 2.5728          | 0.45     |
| 0.0977        | 120.0  | 2400  | 2.2815          | 0.4938   |
| 0.0977        | 121.0  | 2420  | 2.1724          | 0.5188   |
| 0.0977        | 122.0  | 2440  | 2.2798          | 0.475    |
| 0.0977        | 123.0  | 2460  | 2.6191          | 0.425    |
| 0.0977        | 124.0  | 2480  | 2.2995          | 0.4938   |
| 0.0827        | 125.0  | 2500  | 2.2844          | 0.4875   |
| 0.0827        | 126.0  | 2520  | 2.0739          | 0.525    |
| 0.0827        | 127.0  | 2540  | 2.1881          | 0.4875   |
| 0.0827        | 128.0  | 2560  | 2.0005          | 0.5687   |
| 0.0827        | 129.0  | 2580  | 2.3256          | 0.475    |
| 0.0827        | 130.0  | 2600  | 2.2779          | 0.4625   |
| 0.0827        | 131.0  | 2620  | 2.5013          | 0.4375   |
| 0.0827        | 132.0  | 2640  | 2.6900          | 0.45     |
| 0.0827        | 133.0  | 2660  | 2.6068          | 0.45     |
| 0.0827        | 134.0  | 2680  | 2.6236          | 0.4562   |
| 0.0827        | 135.0  | 2700  | 2.3702          | 0.4938   |
| 0.0827        | 136.0  | 2720  | 2.5647          | 0.4813   |
| 0.0827        | 137.0  | 2740  | 2.4930          | 0.5188   |
| 0.0827        | 138.0  | 2760  | 2.5537          | 0.475    |
| 0.0827        | 139.0  | 2780  | 2.4438          | 0.4562   |
| 0.0827        | 140.0  | 2800  | 2.3787          | 0.5      |
| 0.0827        | 141.0  | 2820  | 2.9480          | 0.3812   |
| 0.0827        | 142.0  | 2840  | 2.7652          | 0.4313   |
| 0.0827        | 143.0  | 2860  | 2.5857          | 0.4688   |
| 0.0827        | 144.0  | 2880  | 2.5887          | 0.4688   |
| 0.0827        | 145.0  | 2900  | 2.6498          | 0.4562   |
| 0.0827        | 146.0  | 2920  | 2.4521          | 0.4938   |
| 0.0827        | 147.0  | 2940  | 2.4939          | 0.4813   |
| 0.0827        | 148.0  | 2960  | 2.7153          | 0.4375   |
| 0.0827        | 149.0  | 2980  | 2.5440          | 0.475    |
| 0.0678        | 150.0  | 3000  | 2.6673          | 0.45     |
| 0.0678        | 151.0  | 3020  | 2.6351          | 0.4562   |
| 0.0678        | 152.0  | 3040  | 2.9105          | 0.45     |
| 0.0678        | 153.0  | 3060  | 2.5392          | 0.4875   |
| 0.0678        | 154.0  | 3080  | 2.7135          | 0.4437   |
| 0.0678        | 155.0  | 3100  | 2.8030          | 0.4313   |
| 0.0678        | 156.0  | 3120  | 2.4985          | 0.475    |
| 0.0678        | 157.0  | 3140  | 2.3997          | 0.45     |
| 0.0678        | 158.0  | 3160  | 2.5420          | 0.475    |
| 0.0678        | 159.0  | 3180  | 2.6948          | 0.4562   |
| 0.0678        | 160.0  | 3200  | 2.7135          | 0.45     |
| 0.0678        | 161.0  | 3220  | 2.5823          | 0.4813   |
| 0.0678        | 162.0  | 3240  | 2.6852          | 0.4938   |
| 0.0678        | 163.0  | 3260  | 2.5767          | 0.5062   |
| 0.0678        | 164.0  | 3280  | 2.4540          | 0.4875   |
| 0.0678        | 165.0  | 3300  | 2.4180          | 0.5125   |
| 0.0678        | 166.0  | 3320  | 2.8142          | 0.45     |
| 0.0678        | 167.0  | 3340  | 2.6409          | 0.4875   |
| 0.0678        | 168.0  | 3360  | 2.8823          | 0.45     |
| 0.0678        | 169.0  | 3380  | 2.9416          | 0.45     |
| 0.0678        | 170.0  | 3400  | 2.8224          | 0.4437   |
| 0.0678        | 171.0  | 3420  | 2.9032          | 0.45     |
| 0.0678        | 172.0  | 3440  | 2.3530          | 0.5563   |
| 0.0678        | 173.0  | 3460  | 2.9034          | 0.4562   |
| 0.0678        | 174.0  | 3480  | 2.7930          | 0.4375   |
| 0.0562        | 175.0  | 3500  | 2.6963          | 0.4813   |
| 0.0562        | 176.0  | 3520  | 2.4176          | 0.5125   |
| 0.0562        | 177.0  | 3540  | 2.6094          | 0.4813   |
| 0.0562        | 178.0  | 3560  | 2.4627          | 0.5312   |
| 0.0562        | 179.0  | 3580  | 2.6081          | 0.4938   |
| 0.0562        | 180.0  | 3600  | 2.8047          | 0.4875   |
| 0.0562        | 181.0  | 3620  | 2.8605          | 0.4313   |
| 0.0562        | 182.0  | 3640  | 2.4689          | 0.4938   |
| 0.0562        | 183.0  | 3660  | 2.2983          | 0.5125   |
| 0.0562        | 184.0  | 3680  | 2.5033          | 0.5062   |
| 0.0562        | 185.0  | 3700  | 2.9531          | 0.4625   |
| 0.0562        | 186.0  | 3720  | 2.6662          | 0.45     |
| 0.0562        | 187.0  | 3740  | 2.6469          | 0.4938   |
| 0.0562        | 188.0  | 3760  | 2.8597          | 0.4375   |
| 0.0562        | 189.0  | 3780  | 2.8897          | 0.4437   |
| 0.0562        | 190.0  | 3800  | 3.0394          | 0.4188   |
| 0.0562        | 191.0  | 3820  | 2.8616          | 0.4562   |
| 0.0562        | 192.0  | 3840  | 2.7181          | 0.4688   |
| 0.0562        | 193.0  | 3860  | 2.9244          | 0.4437   |
| 0.0562        | 194.0  | 3880  | 3.0534          | 0.4437   |
| 0.0562        | 195.0  | 3900  | 3.0271          | 0.4375   |
| 0.0562        | 196.0  | 3920  | 2.7148          | 0.4813   |
| 0.0562        | 197.0  | 3940  | 2.6284          | 0.5125   |
| 0.0562        | 198.0  | 3960  | 2.8167          | 0.4688   |
| 0.0562        | 199.0  | 3980  | 2.9351          | 0.4188   |
| 0.057         | 200.0  | 4000  | 2.7970          | 0.45     |
| 0.057         | 201.0  | 4020  | 2.8597          | 0.4562   |
| 0.057         | 202.0  | 4040  | 2.9538          | 0.4375   |
| 0.057         | 203.0  | 4060  | 2.8555          | 0.4437   |
| 0.057         | 204.0  | 4080  | 2.8521          | 0.475    |
| 0.057         | 205.0  | 4100  | 2.5408          | 0.4688   |
| 0.057         | 206.0  | 4120  | 2.9673          | 0.4062   |
| 0.057         | 207.0  | 4140  | 2.7925          | 0.4813   |
| 0.057         | 208.0  | 4160  | 2.7626          | 0.5188   |
| 0.057         | 209.0  | 4180  | 2.7581          | 0.4625   |
| 0.057         | 210.0  | 4200  | 2.9743          | 0.4188   |
| 0.057         | 211.0  | 4220  | 3.1595          | 0.3937   |
| 0.057         | 212.0  | 4240  | 3.0384          | 0.4375   |
| 0.057         | 213.0  | 4260  | 2.7496          | 0.4625   |
| 0.057         | 214.0  | 4280  | 2.9984          | 0.4562   |
| 0.057         | 215.0  | 4300  | 2.8628          | 0.4562   |
| 0.057         | 216.0  | 4320  | 2.7968          | 0.4875   |
| 0.057         | 217.0  | 4340  | 2.6340          | 0.4688   |
| 0.057         | 218.0  | 4360  | 2.8619          | 0.4      |
| 0.057         | 219.0  | 4380  | 2.5653          | 0.4813   |
| 0.057         | 220.0  | 4400  | 2.6208          | 0.475    |
| 0.057         | 221.0  | 4420  | 2.6570          | 0.4562   |
| 0.057         | 222.0  | 4440  | 2.7422          | 0.4813   |
| 0.057         | 223.0  | 4460  | 2.6744          | 0.4875   |
| 0.057         | 224.0  | 4480  | 2.9295          | 0.4625   |
| 0.0468        | 225.0  | 4500  | 3.2969          | 0.4313   |
| 0.0468        | 226.0  | 4520  | 3.4894          | 0.3937   |
| 0.0468        | 227.0  | 4540  | 3.0995          | 0.4437   |
| 0.0468        | 228.0  | 4560  | 2.7548          | 0.5125   |
| 0.0468        | 229.0  | 4580  | 3.0389          | 0.4062   |
| 0.0468        | 230.0  | 4600  | 3.0848          | 0.5      |
| 0.0468        | 231.0  | 4620  | 2.9161          | 0.5125   |
| 0.0468        | 232.0  | 4640  | 3.0231          | 0.4313   |
| 0.0468        | 233.0  | 4660  | 3.0645          | 0.4625   |
| 0.0468        | 234.0  | 4680  | 2.9188          | 0.4813   |
| 0.0468        | 235.0  | 4700  | 3.0967          | 0.475    |
| 0.0468        | 236.0  | 4720  | 3.0901          | 0.45     |
| 0.0468        | 237.0  | 4740  | 3.1351          | 0.45     |
| 0.0468        | 238.0  | 4760  | 2.9522          | 0.4875   |
| 0.0468        | 239.0  | 4780  | 3.0772          | 0.45     |
| 0.0468        | 240.0  | 4800  | 2.9043          | 0.4813   |
| 0.0468        | 241.0  | 4820  | 3.3294          | 0.4625   |
| 0.0468        | 242.0  | 4840  | 3.2249          | 0.4437   |
| 0.0468        | 243.0  | 4860  | 3.1751          | 0.4313   |
| 0.0468        | 244.0  | 4880  | 2.9019          | 0.4688   |
| 0.0468        | 245.0  | 4900  | 2.7966          | 0.4938   |
| 0.0468        | 246.0  | 4920  | 2.9222          | 0.4562   |
| 0.0468        | 247.0  | 4940  | 3.1651          | 0.4375   |
| 0.0468        | 248.0  | 4960  | 2.7514          | 0.4688   |
| 0.0468        | 249.0  | 4980  | 2.9990          | 0.45     |
| 0.0426        | 250.0  | 5000  | 3.0313          | 0.4562   |
| 0.0426        | 251.0  | 5020  | 2.7370          | 0.5      |
| 0.0426        | 252.0  | 5040  | 2.8581          | 0.4375   |
| 0.0426        | 253.0  | 5060  | 3.1290          | 0.475    |
| 0.0426        | 254.0  | 5080  | 3.0731          | 0.4562   |
| 0.0426        | 255.0  | 5100  | 3.1282          | 0.4313   |
| 0.0426        | 256.0  | 5120  | 3.0662          | 0.45     |
| 0.0426        | 257.0  | 5140  | 2.9660          | 0.4938   |
| 0.0426        | 258.0  | 5160  | 2.9174          | 0.4688   |
| 0.0426        | 259.0  | 5180  | 2.9916          | 0.4625   |
| 0.0426        | 260.0  | 5200  | 3.0074          | 0.4437   |
| 0.0426        | 261.0  | 5220  | 2.9837          | 0.4625   |
| 0.0426        | 262.0  | 5240  | 3.2077          | 0.45     |
| 0.0426        | 263.0  | 5260  | 3.2962          | 0.425    |
| 0.0426        | 264.0  | 5280  | 3.1415          | 0.4625   |
| 0.0426        | 265.0  | 5300  | 2.9917          | 0.4562   |
| 0.0426        | 266.0  | 5320  | 3.2142          | 0.4562   |
| 0.0426        | 267.0  | 5340  | 2.8578          | 0.45     |
| 0.0426        | 268.0  | 5360  | 3.0277          | 0.4688   |
| 0.0426        | 269.0  | 5380  | 2.8797          | 0.475    |
| 0.0426        | 270.0  | 5400  | 2.9029          | 0.4813   |
| 0.0426        | 271.0  | 5420  | 3.0227          | 0.4625   |
| 0.0426        | 272.0  | 5440  | 3.6089          | 0.3937   |
| 0.0426        | 273.0  | 5460  | 3.1739          | 0.45     |
| 0.0426        | 274.0  | 5480  | 3.1577          | 0.4188   |
| 0.04          | 275.0  | 5500  | 3.0820          | 0.4313   |
| 0.04          | 276.0  | 5520  | 3.5281          | 0.4      |
| 0.04          | 277.0  | 5540  | 3.1588          | 0.4313   |
| 0.04          | 278.0  | 5560  | 3.5528          | 0.3688   |
| 0.04          | 279.0  | 5580  | 3.2040          | 0.45     |
| 0.04          | 280.0  | 5600  | 3.2094          | 0.425    |
| 0.04          | 281.0  | 5620  | 3.0805          | 0.4938   |
| 0.04          | 282.0  | 5640  | 3.1807          | 0.4313   |
| 0.04          | 283.0  | 5660  | 2.9768          | 0.475    |
| 0.04          | 284.0  | 5680  | 3.3472          | 0.425    |
| 0.04          | 285.0  | 5700  | 3.0625          | 0.5      |
| 0.04          | 286.0  | 5720  | 3.4767          | 0.3625   |
| 0.04          | 287.0  | 5740  | 3.0846          | 0.4938   |
| 0.04          | 288.0  | 5760  | 3.0279          | 0.4437   |
| 0.04          | 289.0  | 5780  | 2.8044          | 0.4813   |
| 0.04          | 290.0  | 5800  | 3.2954          | 0.4313   |
| 0.04          | 291.0  | 5820  | 3.1181          | 0.4625   |
| 0.04          | 292.0  | 5840  | 3.4994          | 0.4      |
| 0.04          | 293.0  | 5860  | 3.1835          | 0.4688   |
| 0.04          | 294.0  | 5880  | 3.2303          | 0.45     |
| 0.04          | 295.0  | 5900  | 3.1078          | 0.4562   |
| 0.04          | 296.0  | 5920  | 3.2544          | 0.4562   |
| 0.04          | 297.0  | 5940  | 3.1570          | 0.4625   |
| 0.04          | 298.0  | 5960  | 3.3763          | 0.4375   |
| 0.04          | 299.0  | 5980  | 3.1884          | 0.4437   |
| 0.0382        | 300.0  | 6000  | 3.2789          | 0.4313   |
| 0.0382        | 301.0  | 6020  | 3.2098          | 0.4375   |
| 0.0382        | 302.0  | 6040  | 3.4803          | 0.4313   |
| 0.0382        | 303.0  | 6060  | 3.1617          | 0.4813   |
| 0.0382        | 304.0  | 6080  | 3.3710          | 0.4188   |
| 0.0382        | 305.0  | 6100  | 3.2617          | 0.4688   |
| 0.0382        | 306.0  | 6120  | 2.7541          | 0.5062   |
| 0.0382        | 307.0  | 6140  | 3.0187          | 0.4813   |
| 0.0382        | 308.0  | 6160  | 3.2773          | 0.4437   |
| 0.0382        | 309.0  | 6180  | 3.4089          | 0.4      |
| 0.0382        | 310.0  | 6200  | 3.1753          | 0.4813   |
| 0.0382        | 311.0  | 6220  | 3.3937          | 0.45     |
| 0.0382        | 312.0  | 6240  | 3.2917          | 0.45     |
| 0.0382        | 313.0  | 6260  | 3.2444          | 0.4437   |
| 0.0382        | 314.0  | 6280  | 3.2762          | 0.475    |
| 0.0382        | 315.0  | 6300  | 3.8768          | 0.375    |
| 0.0382        | 316.0  | 6320  | 3.2062          | 0.4688   |
| 0.0382        | 317.0  | 6340  | 3.2894          | 0.4375   |
| 0.0382        | 318.0  | 6360  | 3.6226          | 0.4062   |
| 0.0382        | 319.0  | 6380  | 3.1565          | 0.4813   |
| 0.0382        | 320.0  | 6400  | 3.3502          | 0.4125   |
| 0.0382        | 321.0  | 6420  | 3.2736          | 0.3875   |
| 0.0382        | 322.0  | 6440  | 3.0040          | 0.4813   |
| 0.0382        | 323.0  | 6460  | 3.8200          | 0.3688   |
| 0.0382        | 324.0  | 6480  | 3.4865          | 0.4375   |
| 0.0349        | 325.0  | 6500  | 3.3872          | 0.4375   |
| 0.0349        | 326.0  | 6520  | 3.0889          | 0.45     |
| 0.0349        | 327.0  | 6540  | 2.8377          | 0.5375   |
| 0.0349        | 328.0  | 6560  | 3.3513          | 0.4875   |
| 0.0349        | 329.0  | 6580  | 3.5543          | 0.4437   |
| 0.0349        | 330.0  | 6600  | 2.9815          | 0.4875   |
| 0.0349        | 331.0  | 6620  | 3.3278          | 0.45     |
| 0.0349        | 332.0  | 6640  | 3.9210          | 0.375    |
| 0.0349        | 333.0  | 6660  | 3.4957          | 0.45     |
| 0.0349        | 334.0  | 6680  | 3.4223          | 0.4375   |
| 0.0349        | 335.0  | 6700  | 3.1300          | 0.4562   |
| 0.0349        | 336.0  | 6720  | 3.3934          | 0.4313   |
| 0.0349        | 337.0  | 6740  | 3.5310          | 0.4375   |
| 0.0349        | 338.0  | 6760  | 3.1875          | 0.4313   |
| 0.0349        | 339.0  | 6780  | 3.4503          | 0.4437   |
| 0.0349        | 340.0  | 6800  | 3.4259          | 0.4625   |
| 0.0349        | 341.0  | 6820  | 3.6575          | 0.4062   |
| 0.0349        | 342.0  | 6840  | 3.1022          | 0.4375   |
| 0.0349        | 343.0  | 6860  | 3.4671          | 0.4188   |
| 0.0349        | 344.0  | 6880  | 3.5856          | 0.4188   |
| 0.0349        | 345.0  | 6900  | 2.9174          | 0.4688   |
| 0.0349        | 346.0  | 6920  | 3.5393          | 0.45     |
| 0.0349        | 347.0  | 6940  | 3.4636          | 0.4375   |
| 0.0349        | 348.0  | 6960  | 3.2146          | 0.4562   |
| 0.0349        | 349.0  | 6980  | 3.0847          | 0.475    |
| 0.0318        | 350.0  | 7000  | 3.2052          | 0.4437   |
| 0.0318        | 351.0  | 7020  | 3.5054          | 0.4437   |
| 0.0318        | 352.0  | 7040  | 3.5142          | 0.4188   |
| 0.0318        | 353.0  | 7060  | 3.4930          | 0.4437   |
| 0.0318        | 354.0  | 7080  | 3.9408          | 0.3812   |
| 0.0318        | 355.0  | 7100  | 3.3215          | 0.4562   |
| 0.0318        | 356.0  | 7120  | 3.3813          | 0.4688   |
| 0.0318        | 357.0  | 7140  | 3.5083          | 0.4125   |
| 0.0318        | 358.0  | 7160  | 3.1071          | 0.4813   |
| 0.0318        | 359.0  | 7180  | 3.5029          | 0.3812   |
| 0.0318        | 360.0  | 7200  | 3.5051          | 0.4313   |
| 0.0318        | 361.0  | 7220  | 3.4513          | 0.4125   |
| 0.0318        | 362.0  | 7240  | 3.5237          | 0.3688   |
| 0.0318        | 363.0  | 7260  | 3.2317          | 0.4375   |
| 0.0318        | 364.0  | 7280  | 3.0601          | 0.4437   |
| 0.0318        | 365.0  | 7300  | 3.4410          | 0.425    |
| 0.0318        | 366.0  | 7320  | 3.3116          | 0.4625   |
| 0.0318        | 367.0  | 7340  | 3.1982          | 0.4562   |
| 0.0318        | 368.0  | 7360  | 3.2302          | 0.4562   |
| 0.0318        | 369.0  | 7380  | 3.5717          | 0.4125   |
| 0.0318        | 370.0  | 7400  | 3.4187          | 0.4313   |
| 0.0318        | 371.0  | 7420  | 3.4551          | 0.425    |
| 0.0318        | 372.0  | 7440  | 3.0788          | 0.4562   |
| 0.0318        | 373.0  | 7460  | 3.2915          | 0.4375   |
| 0.0318        | 374.0  | 7480  | 3.3532          | 0.4062   |
| 0.0357        | 375.0  | 7500  | 3.3622          | 0.425    |
| 0.0357        | 376.0  | 7520  | 3.3796          | 0.4688   |
| 0.0357        | 377.0  | 7540  | 3.2372          | 0.425    |
| 0.0357        | 378.0  | 7560  | 3.2143          | 0.3937   |
| 0.0357        | 379.0  | 7580  | 3.3463          | 0.4313   |
| 0.0357        | 380.0  | 7600  | 3.4963          | 0.4437   |
| 0.0357        | 381.0  | 7620  | 3.1806          | 0.4875   |
| 0.0357        | 382.0  | 7640  | 3.1950          | 0.4688   |
| 0.0357        | 383.0  | 7660  | 3.1060          | 0.475    |
| 0.0357        | 384.0  | 7680  | 2.9067          | 0.4875   |
| 0.0357        | 385.0  | 7700  | 3.1335          | 0.4813   |
| 0.0357        | 386.0  | 7720  | 3.2285          | 0.4375   |
| 0.0357        | 387.0  | 7740  | 3.0354          | 0.4125   |
| 0.0357        | 388.0  | 7760  | 3.2069          | 0.4562   |
| 0.0357        | 389.0  | 7780  | 3.4125          | 0.4      |
| 0.0357        | 390.0  | 7800  | 3.2239          | 0.4625   |
| 0.0357        | 391.0  | 7820  | 3.2496          | 0.4437   |
| 0.0357        | 392.0  | 7840  | 3.3561          | 0.4625   |
| 0.0357        | 393.0  | 7860  | 3.1828          | 0.4813   |
| 0.0357        | 394.0  | 7880  | 3.0005          | 0.5062   |
| 0.0357        | 395.0  | 7900  | 3.4974          | 0.425    |
| 0.0357        | 396.0  | 7920  | 3.1360          | 0.45     |
| 0.0357        | 397.0  | 7940  | 3.1796          | 0.4688   |
| 0.0357        | 398.0  | 7960  | 3.1684          | 0.4625   |
| 0.0357        | 399.0  | 7980  | 2.9675          | 0.5062   |
| 0.0302        | 400.0  | 8000  | 2.9046          | 0.5      |
| 0.0302        | 401.0  | 8020  | 2.7038          | 0.5125   |
| 0.0302        | 402.0  | 8040  | 3.1627          | 0.4313   |
| 0.0302        | 403.0  | 8060  | 3.0134          | 0.4625   |
| 0.0302        | 404.0  | 8080  | 3.1592          | 0.4875   |
| 0.0302        | 405.0  | 8100  | 2.9817          | 0.4688   |
| 0.0302        | 406.0  | 8120  | 3.1300          | 0.4313   |
| 0.0302        | 407.0  | 8140  | 3.0839          | 0.4562   |
| 0.0302        | 408.0  | 8160  | 3.1801          | 0.475    |
| 0.0302        | 409.0  | 8180  | 3.0124          | 0.4875   |
| 0.0302        | 410.0  | 8200  | 3.2851          | 0.4188   |
| 0.0302        | 411.0  | 8220  | 3.2214          | 0.45     |
| 0.0302        | 412.0  | 8240  | 3.0285          | 0.4688   |
| 0.0302        | 413.0  | 8260  | 2.9726          | 0.4625   |
| 0.0302        | 414.0  | 8280  | 3.1517          | 0.4688   |
| 0.0302        | 415.0  | 8300  | 3.3736          | 0.4062   |
| 0.0302        | 416.0  | 8320  | 3.3029          | 0.425    |
| 0.0302        | 417.0  | 8340  | 3.2084          | 0.4375   |
| 0.0302        | 418.0  | 8360  | 3.1573          | 0.4875   |
| 0.0302        | 419.0  | 8380  | 3.3459          | 0.4688   |
| 0.0302        | 420.0  | 8400  | 3.2369          | 0.425    |
| 0.0302        | 421.0  | 8420  | 2.9963          | 0.5      |
| 0.0302        | 422.0  | 8440  | 3.5376          | 0.4437   |
| 0.0302        | 423.0  | 8460  | 3.3789          | 0.4562   |
| 0.0302        | 424.0  | 8480  | 3.0998          | 0.4938   |
| 0.0298        | 425.0  | 8500  | 3.1335          | 0.5125   |
| 0.0298        | 426.0  | 8520  | 2.8846          | 0.4813   |
| 0.0298        | 427.0  | 8540  | 3.2781          | 0.45     |
| 0.0298        | 428.0  | 8560  | 3.4510          | 0.4562   |
| 0.0298        | 429.0  | 8580  | 3.2550          | 0.4875   |
| 0.0298        | 430.0  | 8600  | 3.7350          | 0.4375   |
| 0.0298        | 431.0  | 8620  | 2.9008          | 0.5312   |
| 0.0298        | 432.0  | 8640  | 3.4151          | 0.4625   |
| 0.0298        | 433.0  | 8660  | 3.5197          | 0.45     |
| 0.0298        | 434.0  | 8680  | 3.3852          | 0.425    |
| 0.0298        | 435.0  | 8700  | 2.8094          | 0.5563   |
| 0.0298        | 436.0  | 8720  | 2.9614          | 0.5      |
| 0.0298        | 437.0  | 8740  | 2.8699          | 0.525    |
| 0.0298        | 438.0  | 8760  | 2.9555          | 0.4625   |
| 0.0298        | 439.0  | 8780  | 3.0070          | 0.4375   |
| 0.0298        | 440.0  | 8800  | 3.1226          | 0.4625   |
| 0.0298        | 441.0  | 8820  | 3.0719          | 0.5062   |
| 0.0298        | 442.0  | 8840  | 3.1832          | 0.4938   |
| 0.0298        | 443.0  | 8860  | 3.4274          | 0.4375   |
| 0.0298        | 444.0  | 8880  | 3.0969          | 0.4688   |
| 0.0298        | 445.0  | 8900  | 2.9069          | 0.525    |
| 0.0298        | 446.0  | 8920  | 3.0938          | 0.475    |
| 0.0298        | 447.0  | 8940  | 3.4646          | 0.4562   |
| 0.0298        | 448.0  | 8960  | 3.1718          | 0.5125   |
| 0.0298        | 449.0  | 8980  | 4.0573          | 0.3875   |
| 0.0257        | 450.0  | 9000  | 3.2721          | 0.5      |
| 0.0257        | 451.0  | 9020  | 3.3604          | 0.4625   |
| 0.0257        | 452.0  | 9040  | 3.2237          | 0.5062   |
| 0.0257        | 453.0  | 9060  | 3.1098          | 0.5      |
| 0.0257        | 454.0  | 9080  | 3.4665          | 0.45     |
| 0.0257        | 455.0  | 9100  | 3.5164          | 0.4375   |
| 0.0257        | 456.0  | 9120  | 3.7267          | 0.4      |
| 0.0257        | 457.0  | 9140  | 3.0731          | 0.5      |
| 0.0257        | 458.0  | 9160  | 3.7694          | 0.4188   |
| 0.0257        | 459.0  | 9180  | 3.7806          | 0.4188   |
| 0.0257        | 460.0  | 9200  | 3.6672          | 0.4375   |
| 0.0257        | 461.0  | 9220  | 3.4548          | 0.475    |
| 0.0257        | 462.0  | 9240  | 3.4669          | 0.4313   |
| 0.0257        | 463.0  | 9260  | 3.5114          | 0.45     |
| 0.0257        | 464.0  | 9280  | 3.1475          | 0.525    |
| 0.0257        | 465.0  | 9300  | 3.1158          | 0.5      |
| 0.0257        | 466.0  | 9320  | 3.7259          | 0.4437   |
| 0.0257        | 467.0  | 9340  | 3.4094          | 0.4688   |
| 0.0257        | 468.0  | 9360  | 3.4050          | 0.4562   |
| 0.0257        | 469.0  | 9380  | 3.2035          | 0.4625   |
| 0.0257        | 470.0  | 9400  | 3.1698          | 0.4688   |
| 0.0257        | 471.0  | 9420  | 3.4563          | 0.4437   |
| 0.0257        | 472.0  | 9440  | 3.3183          | 0.4313   |
| 0.0257        | 473.0  | 9460  | 3.3127          | 0.475    |
| 0.0257        | 474.0  | 9480  | 3.3668          | 0.4875   |
| 0.0237        | 475.0  | 9500  | 3.1712          | 0.475    |
| 0.0237        | 476.0  | 9520  | 3.0685          | 0.4938   |
| 0.0237        | 477.0  | 9540  | 3.3257          | 0.4562   |
| 0.0237        | 478.0  | 9560  | 2.7966          | 0.5188   |
| 0.0237        | 479.0  | 9580  | 2.9198          | 0.5      |
| 0.0237        | 480.0  | 9600  | 2.9829          | 0.475    |
| 0.0237        | 481.0  | 9620  | 3.2223          | 0.4938   |
| 0.0237        | 482.0  | 9640  | 3.1364          | 0.4938   |
| 0.0237        | 483.0  | 9660  | 3.5185          | 0.4437   |
| 0.0237        | 484.0  | 9680  | 3.6054          | 0.4562   |
| 0.0237        | 485.0  | 9700  | 3.1186          | 0.45     |
| 0.0237        | 486.0  | 9720  | 3.3702          | 0.4188   |
| 0.0237        | 487.0  | 9740  | 3.3040          | 0.4562   |
| 0.0237        | 488.0  | 9760  | 3.0924          | 0.4688   |
| 0.0237        | 489.0  | 9780  | 3.4661          | 0.4562   |
| 0.0237        | 490.0  | 9800  | 3.6939          | 0.4375   |
| 0.0237        | 491.0  | 9820  | 3.4715          | 0.45     |
| 0.0237        | 492.0  | 9840  | 3.5078          | 0.4437   |
| 0.0237        | 493.0  | 9860  | 3.6585          | 0.4437   |
| 0.0237        | 494.0  | 9880  | 3.5301          | 0.425    |
| 0.0237        | 495.0  | 9900  | 3.7263          | 0.4437   |
| 0.0237        | 496.0  | 9920  | 3.6123          | 0.4188   |
| 0.0237        | 497.0  | 9940  | 3.5716          | 0.5      |
| 0.0237        | 498.0  | 9960  | 3.6203          | 0.4375   |
| 0.0237        | 499.0  | 9980  | 3.3310          | 0.4938   |
| 0.0234        | 500.0  | 10000 | 3.8027          | 0.4375   |
| 0.0234        | 501.0  | 10020 | 3.6748          | 0.45     |
| 0.0234        | 502.0  | 10040 | 3.4214          | 0.4375   |
| 0.0234        | 503.0  | 10060 | 3.1688          | 0.4625   |
| 0.0234        | 504.0  | 10080 | 3.1496          | 0.4188   |
| 0.0234        | 505.0  | 10100 | 3.4312          | 0.4375   |
| 0.0234        | 506.0  | 10120 | 3.5251          | 0.4625   |
| 0.0234        | 507.0  | 10140 | 3.3989          | 0.4437   |
| 0.0234        | 508.0  | 10160 | 3.7547          | 0.45     |
| 0.0234        | 509.0  | 10180 | 3.2725          | 0.4625   |
| 0.0234        | 510.0  | 10200 | 3.2334          | 0.4688   |
| 0.0234        | 511.0  | 10220 | 3.3340          | 0.4938   |
| 0.0234        | 512.0  | 10240 | 3.6890          | 0.3875   |
| 0.0234        | 513.0  | 10260 | 3.4872          | 0.4313   |
| 0.0234        | 514.0  | 10280 | 3.7639          | 0.3875   |
| 0.0234        | 515.0  | 10300 | 3.7035          | 0.425    |
| 0.0234        | 516.0  | 10320 | 3.5615          | 0.4437   |
| 0.0234        | 517.0  | 10340 | 3.4030          | 0.4375   |
| 0.0234        | 518.0  | 10360 | 3.8057          | 0.4      |
| 0.0234        | 519.0  | 10380 | 3.1678          | 0.45     |
| 0.0234        | 520.0  | 10400 | 3.3319          | 0.4688   |
| 0.0234        | 521.0  | 10420 | 3.5354          | 0.4313   |
| 0.0234        | 522.0  | 10440 | 3.4188          | 0.4562   |
| 0.0234        | 523.0  | 10460 | 3.4892          | 0.3937   |
| 0.0234        | 524.0  | 10480 | 3.5999          | 0.4188   |
| 0.0236        | 525.0  | 10500 | 3.9518          | 0.3937   |
| 0.0236        | 526.0  | 10520 | 3.7397          | 0.4125   |
| 0.0236        | 527.0  | 10540 | 4.2059          | 0.3375   |
| 0.0236        | 528.0  | 10560 | 3.7875          | 0.4688   |
| 0.0236        | 529.0  | 10580 | 3.2989          | 0.4688   |
| 0.0236        | 530.0  | 10600 | 3.5432          | 0.45     |
| 0.0236        | 531.0  | 10620 | 3.3319          | 0.4875   |
| 0.0236        | 532.0  | 10640 | 3.6462          | 0.4062   |
| 0.0236        | 533.0  | 10660 | 3.4215          | 0.45     |
| 0.0236        | 534.0  | 10680 | 3.8374          | 0.4062   |
| 0.0236        | 535.0  | 10700 | 3.9990          | 0.3625   |
| 0.0236        | 536.0  | 10720 | 3.6341          | 0.4375   |
| 0.0236        | 537.0  | 10740 | 3.6167          | 0.4437   |
| 0.0236        | 538.0  | 10760 | 3.7604          | 0.4437   |
| 0.0236        | 539.0  | 10780 | 3.4505          | 0.4437   |
| 0.0236        | 540.0  | 10800 | 3.2424          | 0.4688   |
| 0.0236        | 541.0  | 10820 | 3.7414          | 0.4062   |
| 0.0236        | 542.0  | 10840 | 3.8210          | 0.4188   |
| 0.0236        | 543.0  | 10860 | 3.4597          | 0.4188   |
| 0.0236        | 544.0  | 10880 | 4.2503          | 0.4      |
| 0.0236        | 545.0  | 10900 | 3.7319          | 0.3375   |
| 0.0236        | 546.0  | 10920 | 3.8797          | 0.375    |
| 0.0236        | 547.0  | 10940 | 3.9885          | 0.3812   |
| 0.0236        | 548.0  | 10960 | 3.8276          | 0.4125   |
| 0.0236        | 549.0  | 10980 | 3.6524          | 0.3563   |
| 0.0258        | 550.0  | 11000 | 3.6467          | 0.3937   |
| 0.0258        | 551.0  | 11020 | 3.7724          | 0.3875   |
| 0.0258        | 552.0  | 11040 | 3.7872          | 0.3563   |
| 0.0258        | 553.0  | 11060 | 3.4872          | 0.4188   |
| 0.0258        | 554.0  | 11080 | 3.5775          | 0.4562   |
| 0.0258        | 555.0  | 11100 | 3.4251          | 0.4      |
| 0.0258        | 556.0  | 11120 | 3.2229          | 0.4688   |
| 0.0258        | 557.0  | 11140 | 3.4613          | 0.4313   |
| 0.0258        | 558.0  | 11160 | 3.7255          | 0.4062   |
| 0.0258        | 559.0  | 11180 | 3.7102          | 0.4125   |
| 0.0258        | 560.0  | 11200 | 3.7659          | 0.4188   |
| 0.0258        | 561.0  | 11220 | 3.9803          | 0.4313   |
| 0.0258        | 562.0  | 11240 | 3.5911          | 0.4437   |
| 0.0258        | 563.0  | 11260 | 3.4163          | 0.425    |
| 0.0258        | 564.0  | 11280 | 3.3949          | 0.4562   |
| 0.0258        | 565.0  | 11300 | 3.3819          | 0.4688   |
| 0.0258        | 566.0  | 11320 | 3.4693          | 0.45     |
| 0.0258        | 567.0  | 11340 | 3.5413          | 0.4375   |
| 0.0258        | 568.0  | 11360 | 3.8462          | 0.425    |
| 0.0258        | 569.0  | 11380 | 3.9876          | 0.375    |
| 0.0258        | 570.0  | 11400 | 3.6780          | 0.4188   |
| 0.0258        | 571.0  | 11420 | 3.7808          | 0.4188   |
| 0.0258        | 572.0  | 11440 | 3.8045          | 0.4      |
| 0.0258        | 573.0  | 11460 | 4.1467          | 0.4062   |
| 0.0258        | 574.0  | 11480 | 3.6503          | 0.4625   |
| 0.0187        | 575.0  | 11500 | 3.5228          | 0.4313   |
| 0.0187        | 576.0  | 11520 | 3.8556          | 0.4062   |
| 0.0187        | 577.0  | 11540 | 3.9201          | 0.4437   |
| 0.0187        | 578.0  | 11560 | 3.9793          | 0.4125   |
| 0.0187        | 579.0  | 11580 | 3.5837          | 0.4188   |
| 0.0187        | 580.0  | 11600 | 3.7730          | 0.4188   |
| 0.0187        | 581.0  | 11620 | 3.6204          | 0.4813   |
| 0.0187        | 582.0  | 11640 | 3.9935          | 0.4125   |
| 0.0187        | 583.0  | 11660 | 4.1015          | 0.3688   |
| 0.0187        | 584.0  | 11680 | 3.7070          | 0.45     |
| 0.0187        | 585.0  | 11700 | 3.7840          | 0.3875   |
| 0.0187        | 586.0  | 11720 | 3.9185          | 0.4188   |
| 0.0187        | 587.0  | 11740 | 3.5640          | 0.425    |
| 0.0187        | 588.0  | 11760 | 3.6231          | 0.4375   |
| 0.0187        | 589.0  | 11780 | 3.7791          | 0.3937   |
| 0.0187        | 590.0  | 11800 | 3.6213          | 0.4375   |
| 0.0187        | 591.0  | 11820 | 4.2194          | 0.3812   |
| 0.0187        | 592.0  | 11840 | 3.6176          | 0.4562   |
| 0.0187        | 593.0  | 11860 | 3.4741          | 0.4625   |
| 0.0187        | 594.0  | 11880 | 3.6843          | 0.4437   |
| 0.0187        | 595.0  | 11900 | 4.0223          | 0.375    |
| 0.0187        | 596.0  | 11920 | 3.0709          | 0.5      |
| 0.0187        | 597.0  | 11940 | 3.2062          | 0.4875   |
| 0.0187        | 598.0  | 11960 | 3.2911          | 0.4688   |
| 0.0187        | 599.0  | 11980 | 3.6956          | 0.45     |
| 0.0187        | 600.0  | 12000 | 3.9210          | 0.4125   |
| 0.0187        | 601.0  | 12020 | 3.7457          | 0.4437   |
| 0.0187        | 602.0  | 12040 | 3.4497          | 0.4813   |
| 0.0187        | 603.0  | 12060 | 3.7105          | 0.4188   |
| 0.0187        | 604.0  | 12080 | 3.6293          | 0.4625   |
| 0.0187        | 605.0  | 12100 | 3.5829          | 0.4375   |
| 0.0187        | 606.0  | 12120 | 3.5761          | 0.45     |
| 0.0187        | 607.0  | 12140 | 3.9203          | 0.425    |
| 0.0187        | 608.0  | 12160 | 3.9541          | 0.3812   |
| 0.0187        | 609.0  | 12180 | 3.8103          | 0.4625   |
| 0.0187        | 610.0  | 12200 | 3.7653          | 0.4625   |
| 0.0187        | 611.0  | 12220 | 3.5661          | 0.475    |
| 0.0187        | 612.0  | 12240 | 3.8469          | 0.4313   |
| 0.0187        | 613.0  | 12260 | 3.6154          | 0.4875   |
| 0.0187        | 614.0  | 12280 | 3.9020          | 0.45     |
| 0.0187        | 615.0  | 12300 | 3.6794          | 0.4375   |
| 0.0187        | 616.0  | 12320 | 3.5843          | 0.4437   |
| 0.0187        | 617.0  | 12340 | 3.8814          | 0.4313   |
| 0.0187        | 618.0  | 12360 | 3.6496          | 0.45     |
| 0.0187        | 619.0  | 12380 | 3.8197          | 0.4375   |
| 0.0187        | 620.0  | 12400 | 3.8631          | 0.4562   |
| 0.0187        | 621.0  | 12420 | 3.8704          | 0.4313   |
| 0.0187        | 622.0  | 12440 | 3.5478          | 0.4813   |
| 0.0187        | 623.0  | 12460 | 3.4894          | 0.4375   |
| 0.0187        | 624.0  | 12480 | 3.8519          | 0.4313   |
| 0.0163        | 625.0  | 12500 | 3.6918          | 0.4375   |
| 0.0163        | 626.0  | 12520 | 4.2591          | 0.3875   |
| 0.0163        | 627.0  | 12540 | 4.0108          | 0.4062   |
| 0.0163        | 628.0  | 12560 | 3.3803          | 0.4437   |
| 0.0163        | 629.0  | 12580 | 3.0248          | 0.4938   |
| 0.0163        | 630.0  | 12600 | 3.6722          | 0.425    |
| 0.0163        | 631.0  | 12620 | 3.4088          | 0.4813   |
| 0.0163        | 632.0  | 12640 | 3.6877          | 0.425    |
| 0.0163        | 633.0  | 12660 | 3.8348          | 0.4625   |
| 0.0163        | 634.0  | 12680 | 4.0695          | 0.4375   |
| 0.0163        | 635.0  | 12700 | 4.2726          | 0.3812   |
| 0.0163        | 636.0  | 12720 | 3.9456          | 0.4437   |
| 0.0163        | 637.0  | 12740 | 3.9101          | 0.4313   |
| 0.0163        | 638.0  | 12760 | 3.5826          | 0.4875   |
| 0.0163        | 639.0  | 12780 | 3.7455          | 0.4625   |
| 0.0163        | 640.0  | 12800 | 3.6992          | 0.475    |
| 0.0163        | 641.0  | 12820 | 3.7388          | 0.4313   |
| 0.0163        | 642.0  | 12840 | 3.7885          | 0.4437   |
| 0.0163        | 643.0  | 12860 | 3.8891          | 0.45     |
| 0.0163        | 644.0  | 12880 | 3.8943          | 0.4562   |
| 0.0163        | 645.0  | 12900 | 4.1393          | 0.4313   |
| 0.0163        | 646.0  | 12920 | 4.3963          | 0.4      |
| 0.0163        | 647.0  | 12940 | 3.7502          | 0.4688   |
| 0.0163        | 648.0  | 12960 | 3.6874          | 0.475    |
| 0.0163        | 649.0  | 12980 | 3.8230          | 0.4375   |
| 0.0125        | 650.0  | 13000 | 3.9254          | 0.4313   |
| 0.0125        | 651.0  | 13020 | 4.1693          | 0.4313   |
| 0.0125        | 652.0  | 13040 | 3.8239          | 0.4375   |
| 0.0125        | 653.0  | 13060 | 3.9824          | 0.4375   |
| 0.0125        | 654.0  | 13080 | 4.2604          | 0.4      |
| 0.0125        | 655.0  | 13100 | 4.4329          | 0.3625   |
| 0.0125        | 656.0  | 13120 | 3.8557          | 0.45     |
| 0.0125        | 657.0  | 13140 | 4.1050          | 0.4062   |
| 0.0125        | 658.0  | 13160 | 3.7650          | 0.4375   |
| 0.0125        | 659.0  | 13180 | 3.7074          | 0.4375   |
| 0.0125        | 660.0  | 13200 | 4.1200          | 0.3688   |
| 0.0125        | 661.0  | 13220 | 3.7004          | 0.4437   |
| 0.0125        | 662.0  | 13240 | 4.0004          | 0.425    |
| 0.0125        | 663.0  | 13260 | 4.1309          | 0.425    |
| 0.0125        | 664.0  | 13280 | 4.0347          | 0.4      |
| 0.0125        | 665.0  | 13300 | 4.1824          | 0.45     |
| 0.0125        | 666.0  | 13320 | 4.2234          | 0.3875   |
| 0.0125        | 667.0  | 13340 | 4.0354          | 0.4125   |
| 0.0125        | 668.0  | 13360 | 3.6036          | 0.4938   |
| 0.0125        | 669.0  | 13380 | 4.0497          | 0.4062   |
| 0.0125        | 670.0  | 13400 | 4.1587          | 0.3563   |
| 0.0125        | 671.0  | 13420 | 3.8540          | 0.3937   |
| 0.0125        | 672.0  | 13440 | 3.7398          | 0.4625   |
| 0.0125        | 673.0  | 13460 | 3.2415          | 0.4813   |
| 0.0125        | 674.0  | 13480 | 3.7675          | 0.4062   |
| 0.0177        | 675.0  | 13500 | 3.6355          | 0.4437   |
| 0.0177        | 676.0  | 13520 | 3.9114          | 0.4062   |
| 0.0177        | 677.0  | 13540 | 4.0570          | 0.4313   |
| 0.0177        | 678.0  | 13560 | 4.0395          | 0.4375   |
| 0.0177        | 679.0  | 13580 | 4.4069          | 0.3812   |
| 0.0177        | 680.0  | 13600 | 3.9856          | 0.4188   |
| 0.0177        | 681.0  | 13620 | 3.7876          | 0.4313   |
| 0.0177        | 682.0  | 13640 | 3.5882          | 0.4      |
| 0.0177        | 683.0  | 13660 | 3.7900          | 0.4562   |
| 0.0177        | 684.0  | 13680 | 3.6752          | 0.475    |
| 0.0177        | 685.0  | 13700 | 3.8644          | 0.4562   |
| 0.0177        | 686.0  | 13720 | 4.0188          | 0.3875   |
| 0.0177        | 687.0  | 13740 | 3.6840          | 0.4375   |
| 0.0177        | 688.0  | 13760 | 3.8155          | 0.4625   |
| 0.0177        | 689.0  | 13780 | 3.9604          | 0.425    |
| 0.0177        | 690.0  | 13800 | 3.9583          | 0.4313   |
| 0.0177        | 691.0  | 13820 | 3.8264          | 0.4437   |
| 0.0177        | 692.0  | 13840 | 3.6826          | 0.4562   |
| 0.0177        | 693.0  | 13860 | 3.6953          | 0.45     |
| 0.0177        | 694.0  | 13880 | 3.9075          | 0.4375   |
| 0.0177        | 695.0  | 13900 | 3.9244          | 0.4375   |
| 0.0177        | 696.0  | 13920 | 4.2421          | 0.4062   |
| 0.0177        | 697.0  | 13940 | 4.4421          | 0.3812   |
| 0.0177        | 698.0  | 13960 | 3.8926          | 0.4      |
| 0.0177        | 699.0  | 13980 | 3.5884          | 0.4313   |
| 0.0138        | 700.0  | 14000 | 4.1699          | 0.3875   |
| 0.0138        | 701.0  | 14020 | 3.8600          | 0.4375   |
| 0.0138        | 702.0  | 14040 | 4.0609          | 0.4      |
| 0.0138        | 703.0  | 14060 | 4.1074          | 0.4062   |
| 0.0138        | 704.0  | 14080 | 4.0832          | 0.4062   |
| 0.0138        | 705.0  | 14100 | 3.5649          | 0.4562   |
| 0.0138        | 706.0  | 14120 | 3.9967          | 0.4188   |
| 0.0138        | 707.0  | 14140 | 4.0808          | 0.4      |
| 0.0138        | 708.0  | 14160 | 3.9862          | 0.425    |
| 0.0138        | 709.0  | 14180 | 3.7756          | 0.425    |
| 0.0138        | 710.0  | 14200 | 3.6195          | 0.4437   |
| 0.0138        | 711.0  | 14220 | 4.0588          | 0.3937   |
| 0.0138        | 712.0  | 14240 | 3.6982          | 0.3812   |
| 0.0138        | 713.0  | 14260 | 3.7400          | 0.3812   |
| 0.0138        | 714.0  | 14280 | 3.5994          | 0.4313   |
| 0.0138        | 715.0  | 14300 | 4.1688          | 0.3875   |
| 0.0138        | 716.0  | 14320 | 4.0481          | 0.4188   |
| 0.0138        | 717.0  | 14340 | 3.7466          | 0.4188   |
| 0.0138        | 718.0  | 14360 | 3.7156          | 0.3875   |
| 0.0138        | 719.0  | 14380 | 3.5431          | 0.475    |
| 0.0138        | 720.0  | 14400 | 3.6429          | 0.4437   |
| 0.0138        | 721.0  | 14420 | 3.7065          | 0.4375   |
| 0.0138        | 722.0  | 14440 | 3.3147          | 0.4938   |
| 0.0138        | 723.0  | 14460 | 3.6832          | 0.4562   |
| 0.0138        | 724.0  | 14480 | 3.5359          | 0.4875   |
| 0.0198        | 725.0  | 14500 | 3.8266          | 0.4313   |
| 0.0198        | 726.0  | 14520 | 3.9663          | 0.425    |
| 0.0198        | 727.0  | 14540 | 3.8377          | 0.4125   |
| 0.0198        | 728.0  | 14560 | 3.8101          | 0.4437   |
| 0.0198        | 729.0  | 14580 | 3.7197          | 0.4688   |
| 0.0198        | 730.0  | 14600 | 3.4454          | 0.4625   |
| 0.0198        | 731.0  | 14620 | 3.6600          | 0.4062   |
| 0.0198        | 732.0  | 14640 | 3.9074          | 0.3875   |
| 0.0198        | 733.0  | 14660 | 4.0363          | 0.3812   |
| 0.0198        | 734.0  | 14680 | 3.6083          | 0.4125   |
| 0.0198        | 735.0  | 14700 | 3.6626          | 0.3937   |
| 0.0198        | 736.0  | 14720 | 4.2312          | 0.3875   |
| 0.0198        | 737.0  | 14740 | 4.3227          | 0.3563   |
| 0.0198        | 738.0  | 14760 | 3.5588          | 0.425    |
| 0.0198        | 739.0  | 14780 | 3.6052          | 0.4938   |
| 0.0198        | 740.0  | 14800 | 3.7074          | 0.4188   |
| 0.0198        | 741.0  | 14820 | 3.9079          | 0.4313   |
| 0.0198        | 742.0  | 14840 | 3.9011          | 0.4062   |
| 0.0198        | 743.0  | 14860 | 3.7725          | 0.45     |
| 0.0198        | 744.0  | 14880 | 3.9581          | 0.425    |
| 0.0198        | 745.0  | 14900 | 4.2652          | 0.3688   |
| 0.0198        | 746.0  | 14920 | 4.0466          | 0.375    |
| 0.0198        | 747.0  | 14940 | 3.8483          | 0.4813   |
| 0.0198        | 748.0  | 14960 | 4.5810          | 0.3875   |
| 0.0198        | 749.0  | 14980 | 4.3937          | 0.3812   |
| 0.0126        | 750.0  | 15000 | 3.7369          | 0.45     |
| 0.0126        | 751.0  | 15020 | 4.4514          | 0.3438   |
| 0.0126        | 752.0  | 15040 | 4.2869          | 0.3875   |
| 0.0126        | 753.0  | 15060 | 4.0911          | 0.45     |
| 0.0126        | 754.0  | 15080 | 3.9391          | 0.4188   |
| 0.0126        | 755.0  | 15100 | 3.9935          | 0.4313   |
| 0.0126        | 756.0  | 15120 | 4.1226          | 0.4625   |
| 0.0126        | 757.0  | 15140 | 3.7604          | 0.4313   |
| 0.0126        | 758.0  | 15160 | 4.0118          | 0.4313   |
| 0.0126        | 759.0  | 15180 | 3.7169          | 0.4688   |
| 0.0126        | 760.0  | 15200 | 4.0997          | 0.4125   |
| 0.0126        | 761.0  | 15220 | 3.7944          | 0.4625   |
| 0.0126        | 762.0  | 15240 | 4.2277          | 0.4813   |
| 0.0126        | 763.0  | 15260 | 4.4659          | 0.425    |
| 0.0126        | 764.0  | 15280 | 3.8387          | 0.4562   |
| 0.0126        | 765.0  | 15300 | 3.9076          | 0.4437   |
| 0.0126        | 766.0  | 15320 | 4.3646          | 0.375    |
| 0.0126        | 767.0  | 15340 | 4.0905          | 0.4437   |
| 0.0126        | 768.0  | 15360 | 3.7088          | 0.475    |
| 0.0126        | 769.0  | 15380 | 3.7847          | 0.4562   |
| 0.0126        | 770.0  | 15400 | 3.8751          | 0.4125   |
| 0.0126        | 771.0  | 15420 | 4.0079          | 0.45     |
| 0.0126        | 772.0  | 15440 | 3.8464          | 0.4562   |
| 0.0126        | 773.0  | 15460 | 4.2182          | 0.3812   |
| 0.0126        | 774.0  | 15480 | 4.2907          | 0.3937   |
| 0.0147        | 775.0  | 15500 | 3.8404          | 0.475    |
| 0.0147        | 776.0  | 15520 | 3.8163          | 0.4375   |
| 0.0147        | 777.0  | 15540 | 3.7363          | 0.4688   |
| 0.0147        | 778.0  | 15560 | 3.6879          | 0.4562   |
| 0.0147        | 779.0  | 15580 | 3.9072          | 0.4625   |
| 0.0147        | 780.0  | 15600 | 3.8215          | 0.425    |
| 0.0147        | 781.0  | 15620 | 4.1141          | 0.425    |
| 0.0147        | 782.0  | 15640 | 3.8792          | 0.4437   |
| 0.0147        | 783.0  | 15660 | 4.1629          | 0.4      |
| 0.0147        | 784.0  | 15680 | 4.3110          | 0.375    |
| 0.0147        | 785.0  | 15700 | 4.1915          | 0.4125   |
| 0.0147        | 786.0  | 15720 | 3.7976          | 0.4375   |
| 0.0147        | 787.0  | 15740 | 3.7847          | 0.4      |
| 0.0147        | 788.0  | 15760 | 4.0722          | 0.4375   |
| 0.0147        | 789.0  | 15780 | 4.0190          | 0.4437   |
| 0.0147        | 790.0  | 15800 | 3.6758          | 0.4188   |
| 0.0147        | 791.0  | 15820 | 4.1359          | 0.4062   |
| 0.0147        | 792.0  | 15840 | 4.1535          | 0.425    |
| 0.0147        | 793.0  | 15860 | 4.1292          | 0.3875   |
| 0.0147        | 794.0  | 15880 | 3.8726          | 0.45     |
| 0.0147        | 795.0  | 15900 | 4.3862          | 0.3875   |
| 0.0147        | 796.0  | 15920 | 4.4478          | 0.3937   |
| 0.0147        | 797.0  | 15940 | 3.9099          | 0.45     |
| 0.0147        | 798.0  | 15960 | 4.2666          | 0.425    |
| 0.0147        | 799.0  | 15980 | 4.1735          | 0.4188   |
| 0.0124        | 800.0  | 16000 | 3.6580          | 0.4688   |
| 0.0124        | 801.0  | 16020 | 3.6808          | 0.45     |
| 0.0124        | 802.0  | 16040 | 3.8442          | 0.4      |
| 0.0124        | 803.0  | 16060 | 3.9195          | 0.4      |
| 0.0124        | 804.0  | 16080 | 4.1342          | 0.4188   |
| 0.0124        | 805.0  | 16100 | 4.2658          | 0.3625   |
| 0.0124        | 806.0  | 16120 | 4.4859          | 0.3812   |
| 0.0124        | 807.0  | 16140 | 3.8662          | 0.4562   |
| 0.0124        | 808.0  | 16160 | 4.1394          | 0.3875   |
| 0.0124        | 809.0  | 16180 | 3.6871          | 0.475    |
| 0.0124        | 810.0  | 16200 | 3.8563          | 0.4188   |
| 0.0124        | 811.0  | 16220 | 3.8344          | 0.4375   |
| 0.0124        | 812.0  | 16240 | 3.9860          | 0.4062   |
| 0.0124        | 813.0  | 16260 | 4.0481          | 0.4188   |
| 0.0124        | 814.0  | 16280 | 4.0547          | 0.4313   |
| 0.0124        | 815.0  | 16300 | 4.4132          | 0.375    |
| 0.0124        | 816.0  | 16320 | 4.0247          | 0.4125   |
| 0.0124        | 817.0  | 16340 | 4.2160          | 0.425    |
| 0.0124        | 818.0  | 16360 | 4.2975          | 0.4125   |
| 0.0124        | 819.0  | 16380 | 4.2279          | 0.425    |
| 0.0124        | 820.0  | 16400 | 4.0937          | 0.425    |
| 0.0124        | 821.0  | 16420 | 4.1313          | 0.4562   |
| 0.0124        | 822.0  | 16440 | 3.8587          | 0.4562   |
| 0.0124        | 823.0  | 16460 | 3.7319          | 0.4313   |
| 0.0124        | 824.0  | 16480 | 4.0023          | 0.4125   |
| 0.0097        | 825.0  | 16500 | 4.1675          | 0.4313   |
| 0.0097        | 826.0  | 16520 | 4.0727          | 0.3812   |
| 0.0097        | 827.0  | 16540 | 3.9477          | 0.3875   |
| 0.0097        | 828.0  | 16560 | 4.1459          | 0.4      |
| 0.0097        | 829.0  | 16580 | 4.0702          | 0.3875   |
| 0.0097        | 830.0  | 16600 | 3.6476          | 0.4625   |
| 0.0097        | 831.0  | 16620 | 4.3472          | 0.3812   |
| 0.0097        | 832.0  | 16640 | 4.5719          | 0.3937   |
| 0.0097        | 833.0  | 16660 | 4.4889          | 0.375    |
| 0.0097        | 834.0  | 16680 | 4.2314          | 0.3875   |
| 0.0097        | 835.0  | 16700 | 3.9354          | 0.4313   |
| 0.0097        | 836.0  | 16720 | 4.2407          | 0.4437   |
| 0.0097        | 837.0  | 16740 | 4.0115          | 0.4062   |
| 0.0097        | 838.0  | 16760 | 3.9839          | 0.4375   |
| 0.0097        | 839.0  | 16780 | 3.7396          | 0.4188   |
| 0.0097        | 840.0  | 16800 | 4.1337          | 0.4125   |
| 0.0097        | 841.0  | 16820 | 4.2802          | 0.375    |
| 0.0097        | 842.0  | 16840 | 4.0221          | 0.3937   |
| 0.0097        | 843.0  | 16860 | 3.7997          | 0.4      |
| 0.0097        | 844.0  | 16880 | 3.8814          | 0.425    |
| 0.0097        | 845.0  | 16900 | 3.7759          | 0.4      |
| 0.0097        | 846.0  | 16920 | 4.2829          | 0.3625   |
| 0.0097        | 847.0  | 16940 | 3.9391          | 0.425    |
| 0.0097        | 848.0  | 16960 | 4.0818          | 0.4188   |
| 0.0097        | 849.0  | 16980 | 3.6084          | 0.4688   |
| 0.0159        | 850.0  | 17000 | 3.4357          | 0.4625   |
| 0.0159        | 851.0  | 17020 | 4.0317          | 0.4188   |
| 0.0159        | 852.0  | 17040 | 3.8984          | 0.4188   |
| 0.0159        | 853.0  | 17060 | 4.0461          | 0.425    |
| 0.0159        | 854.0  | 17080 | 4.1738          | 0.4125   |
| 0.0159        | 855.0  | 17100 | 4.0499          | 0.4313   |
| 0.0159        | 856.0  | 17120 | 4.1160          | 0.4313   |
| 0.0159        | 857.0  | 17140 | 3.6728          | 0.5125   |
| 0.0159        | 858.0  | 17160 | 3.7460          | 0.4688   |
| 0.0159        | 859.0  | 17180 | 3.5497          | 0.4938   |
| 0.0159        | 860.0  | 17200 | 3.9526          | 0.4562   |
| 0.0159        | 861.0  | 17220 | 3.8635          | 0.4437   |
| 0.0159        | 862.0  | 17240 | 3.7780          | 0.45     |
| 0.0159        | 863.0  | 17260 | 3.2866          | 0.5062   |
| 0.0159        | 864.0  | 17280 | 3.2259          | 0.4938   |
| 0.0159        | 865.0  | 17300 | 3.7030          | 0.45     |
| 0.0159        | 866.0  | 17320 | 3.5736          | 0.4625   |
| 0.0159        | 867.0  | 17340 | 3.8518          | 0.4188   |
| 0.0159        | 868.0  | 17360 | 3.6235          | 0.4688   |
| 0.0159        | 869.0  | 17380 | 3.8855          | 0.45     |
| 0.0159        | 870.0  | 17400 | 4.1499          | 0.375    |
| 0.0159        | 871.0  | 17420 | 3.9023          | 0.425    |
| 0.0159        | 872.0  | 17440 | 3.6929          | 0.4688   |
| 0.0159        | 873.0  | 17460 | 3.7751          | 0.425    |
| 0.0159        | 874.0  | 17480 | 3.9004          | 0.4      |
| 0.0133        | 875.0  | 17500 | 3.7637          | 0.425    |
| 0.0133        | 876.0  | 17520 | 3.8060          | 0.4313   |
| 0.0133        | 877.0  | 17540 | 3.8824          | 0.4375   |
| 0.0133        | 878.0  | 17560 | 3.8401          | 0.4625   |
| 0.0133        | 879.0  | 17580 | 4.0433          | 0.4313   |
| 0.0133        | 880.0  | 17600 | 3.7495          | 0.4625   |
| 0.0133        | 881.0  | 17620 | 3.8193          | 0.4562   |
| 0.0133        | 882.0  | 17640 | 3.6572          | 0.5125   |
| 0.0133        | 883.0  | 17660 | 3.7955          | 0.45     |
| 0.0133        | 884.0  | 17680 | 3.7433          | 0.4125   |
| 0.0133        | 885.0  | 17700 | 3.8962          | 0.425    |
| 0.0133        | 886.0  | 17720 | 4.3354          | 0.4188   |
| 0.0133        | 887.0  | 17740 | 3.6779          | 0.4562   |
| 0.0133        | 888.0  | 17760 | 4.0254          | 0.4313   |
| 0.0133        | 889.0  | 17780 | 4.2234          | 0.3688   |
| 0.0133        | 890.0  | 17800 | 4.4889          | 0.4062   |
| 0.0133        | 891.0  | 17820 | 4.1960          | 0.4188   |
| 0.0133        | 892.0  | 17840 | 3.9006          | 0.475    |
| 0.0133        | 893.0  | 17860 | 3.9992          | 0.4688   |
| 0.0133        | 894.0  | 17880 | 3.5949          | 0.475    |
| 0.0133        | 895.0  | 17900 | 3.8294          | 0.4375   |
| 0.0133        | 896.0  | 17920 | 3.6749          | 0.4625   |
| 0.0133        | 897.0  | 17940 | 4.1688          | 0.4313   |
| 0.0133        | 898.0  | 17960 | 3.9342          | 0.4313   |
| 0.0133        | 899.0  | 17980 | 4.3299          | 0.3688   |
| 0.0096        | 900.0  | 18000 | 4.1470          | 0.3812   |
| 0.0096        | 901.0  | 18020 | 3.9125          | 0.425    |
| 0.0096        | 902.0  | 18040 | 4.1196          | 0.4      |
| 0.0096        | 903.0  | 18060 | 4.3609          | 0.3875   |
| 0.0096        | 904.0  | 18080 | 4.2562          | 0.3937   |
| 0.0096        | 905.0  | 18100 | 3.9069          | 0.425    |
| 0.0096        | 906.0  | 18120 | 4.2790          | 0.425    |
| 0.0096        | 907.0  | 18140 | 4.2102          | 0.4188   |
| 0.0096        | 908.0  | 18160 | 3.8366          | 0.4688   |
| 0.0096        | 909.0  | 18180 | 4.2579          | 0.4437   |
| 0.0096        | 910.0  | 18200 | 4.1985          | 0.3812   |
| 0.0096        | 911.0  | 18220 | 4.2453          | 0.4062   |
| 0.0096        | 912.0  | 18240 | 4.2601          | 0.4125   |
| 0.0096        | 913.0  | 18260 | 4.5614          | 0.3937   |
| 0.0096        | 914.0  | 18280 | 4.2593          | 0.4562   |
| 0.0096        | 915.0  | 18300 | 4.1767          | 0.4375   |
| 0.0096        | 916.0  | 18320 | 4.1912          | 0.45     |
| 0.0096        | 917.0  | 18340 | 4.3509          | 0.4062   |
| 0.0096        | 918.0  | 18360 | 4.4695          | 0.3937   |
| 0.0096        | 919.0  | 18380 | 4.1653          | 0.4188   |
| 0.0096        | 920.0  | 18400 | 4.5288          | 0.3812   |
| 0.0096        | 921.0  | 18420 | 4.4396          | 0.4062   |
| 0.0096        | 922.0  | 18440 | 4.4028          | 0.4062   |
| 0.0096        | 923.0  | 18460 | 4.3364          | 0.4125   |
| 0.0096        | 924.0  | 18480 | 4.3040          | 0.4313   |
| 0.007         | 925.0  | 18500 | 3.9704          | 0.4313   |
| 0.007         | 926.0  | 18520 | 4.0509          | 0.4125   |
| 0.007         | 927.0  | 18540 | 3.8896          | 0.4625   |
| 0.007         | 928.0  | 18560 | 4.1416          | 0.4      |
| 0.007         | 929.0  | 18580 | 3.9144          | 0.4375   |
| 0.007         | 930.0  | 18600 | 4.4311          | 0.4125   |
| 0.007         | 931.0  | 18620 | 4.4410          | 0.4      |
| 0.007         | 932.0  | 18640 | 4.1186          | 0.4313   |
| 0.007         | 933.0  | 18660 | 4.0320          | 0.4562   |
| 0.007         | 934.0  | 18680 | 4.6391          | 0.375    |
| 0.007         | 935.0  | 18700 | 4.3536          | 0.4125   |
| 0.007         | 936.0  | 18720 | 3.7368          | 0.4313   |
| 0.007         | 937.0  | 18740 | 3.9023          | 0.4188   |
| 0.007         | 938.0  | 18760 | 3.9323          | 0.4437   |
| 0.007         | 939.0  | 18780 | 4.4307          | 0.3812   |
| 0.007         | 940.0  | 18800 | 4.2674          | 0.4125   |
| 0.007         | 941.0  | 18820 | 4.2538          | 0.4313   |
| 0.007         | 942.0  | 18840 | 4.2950          | 0.4375   |
| 0.007         | 943.0  | 18860 | 4.0772          | 0.4437   |
| 0.007         | 944.0  | 18880 | 4.1212          | 0.4375   |
| 0.007         | 945.0  | 18900 | 4.1026          | 0.4375   |
| 0.007         | 946.0  | 18920 | 4.1064          | 0.4437   |
| 0.007         | 947.0  | 18940 | 4.0008          | 0.4125   |
| 0.007         | 948.0  | 18960 | 4.2130          | 0.4062   |
| 0.007         | 949.0  | 18980 | 4.2008          | 0.4375   |
| 0.0089        | 950.0  | 19000 | 4.2518          | 0.4188   |
| 0.0089        | 951.0  | 19020 | 4.1804          | 0.4      |
| 0.0089        | 952.0  | 19040 | 4.2835          | 0.4062   |
| 0.0089        | 953.0  | 19060 | 4.4565          | 0.375    |
| 0.0089        | 954.0  | 19080 | 4.3826          | 0.4188   |
| 0.0089        | 955.0  | 19100 | 4.0761          | 0.425    |
| 0.0089        | 956.0  | 19120 | 4.6284          | 0.3812   |
| 0.0089        | 957.0  | 19140 | 4.4678          | 0.3875   |
| 0.0089        | 958.0  | 19160 | 4.3283          | 0.4437   |
| 0.0089        | 959.0  | 19180 | 4.3405          | 0.3438   |
| 0.0089        | 960.0  | 19200 | 4.3407          | 0.3875   |
| 0.0089        | 961.0  | 19220 | 4.3714          | 0.4      |
| 0.0089        | 962.0  | 19240 | 4.0244          | 0.425    |
| 0.0089        | 963.0  | 19260 | 3.9126          | 0.425    |
| 0.0089        | 964.0  | 19280 | 3.9837          | 0.425    |
| 0.0089        | 965.0  | 19300 | 4.1561          | 0.4375   |
| 0.0089        | 966.0  | 19320 | 3.9570          | 0.4375   |
| 0.0089        | 967.0  | 19340 | 4.3949          | 0.425    |
| 0.0089        | 968.0  | 19360 | 4.2136          | 0.4375   |
| 0.0089        | 969.0  | 19380 | 3.9319          | 0.475    |
| 0.0089        | 970.0  | 19400 | 4.0263          | 0.45     |
| 0.0089        | 971.0  | 19420 | 3.9617          | 0.425    |
| 0.0089        | 972.0  | 19440 | 4.5309          | 0.4125   |
| 0.0089        | 973.0  | 19460 | 4.3780          | 0.4313   |
| 0.0089        | 974.0  | 19480 | 4.3216          | 0.4313   |
| 0.0069        | 975.0  | 19500 | 4.0724          | 0.4688   |
| 0.0069        | 976.0  | 19520 | 4.2449          | 0.425    |
| 0.0069        | 977.0  | 19540 | 4.3416          | 0.4062   |
| 0.0069        | 978.0  | 19560 | 4.1707          | 0.4375   |
| 0.0069        | 979.0  | 19580 | 3.8705          | 0.4313   |
| 0.0069        | 980.0  | 19600 | 3.9364          | 0.425    |
| 0.0069        | 981.0  | 19620 | 3.9260          | 0.4813   |
| 0.0069        | 982.0  | 19640 | 4.1301          | 0.4625   |
| 0.0069        | 983.0  | 19660 | 3.7258          | 0.4813   |
| 0.0069        | 984.0  | 19680 | 3.8238          | 0.4562   |
| 0.0069        | 985.0  | 19700 | 4.1765          | 0.45     |
| 0.0069        | 986.0  | 19720 | 3.6312          | 0.475    |
| 0.0069        | 987.0  | 19740 | 3.8225          | 0.475    |
| 0.0069        | 988.0  | 19760 | 3.4700          | 0.4562   |
| 0.0069        | 989.0  | 19780 | 3.5135          | 0.4688   |
| 0.0069        | 990.0  | 19800 | 3.9528          | 0.45     |
| 0.0069        | 991.0  | 19820 | 4.0897          | 0.4125   |
| 0.0069        | 992.0  | 19840 | 3.9272          | 0.4062   |
| 0.0069        | 993.0  | 19860 | 4.2009          | 0.3937   |
| 0.0069        | 994.0  | 19880 | 4.3253          | 0.3812   |
| 0.0069        | 995.0  | 19900 | 3.9540          | 0.475    |
| 0.0069        | 996.0  | 19920 | 4.1275          | 0.45     |
| 0.0069        | 997.0  | 19940 | 4.1116          | 0.4562   |
| 0.0069        | 998.0  | 19960 | 4.0904          | 0.4625   |
| 0.0069        | 999.0  | 19980 | 3.5361          | 0.4688   |
| 0.0093        | 1000.0 | 20000 | 3.7295          | 0.4688   |
| 0.0093        | 1001.0 | 20020 | 3.8518          | 0.4562   |
| 0.0093        | 1002.0 | 20040 | 3.8318          | 0.4813   |
| 0.0093        | 1003.0 | 20060 | 4.1725          | 0.4313   |
| 0.0093        | 1004.0 | 20080 | 4.2920          | 0.425    |
| 0.0093        | 1005.0 | 20100 | 3.9813          | 0.45     |
| 0.0093        | 1006.0 | 20120 | 3.8953          | 0.425    |
| 0.0093        | 1007.0 | 20140 | 3.9106          | 0.4437   |
| 0.0093        | 1008.0 | 20160 | 4.3340          | 0.3937   |
| 0.0093        | 1009.0 | 20180 | 4.0832          | 0.4188   |
| 0.0093        | 1010.0 | 20200 | 4.4148          | 0.3688   |
| 0.0093        | 1011.0 | 20220 | 3.8534          | 0.425    |
| 0.0093        | 1012.0 | 20240 | 4.2350          | 0.3812   |
| 0.0093        | 1013.0 | 20260 | 3.9808          | 0.4313   |
| 0.0093        | 1014.0 | 20280 | 4.1771          | 0.45     |
| 0.0093        | 1015.0 | 20300 | 4.4384          | 0.4      |
| 0.0093        | 1016.0 | 20320 | 3.9165          | 0.45     |
| 0.0093        | 1017.0 | 20340 | 3.7879          | 0.4375   |
| 0.0093        | 1018.0 | 20360 | 3.6244          | 0.45     |
| 0.0093        | 1019.0 | 20380 | 4.1512          | 0.4062   |
| 0.0093        | 1020.0 | 20400 | 4.1076          | 0.3875   |
| 0.0093        | 1021.0 | 20420 | 4.1165          | 0.3812   |
| 0.0093        | 1022.0 | 20440 | 4.2412          | 0.425    |
| 0.0093        | 1023.0 | 20460 | 3.9686          | 0.4437   |
| 0.0093        | 1024.0 | 20480 | 4.3554          | 0.3875   |
| 0.0092        | 1025.0 | 20500 | 4.2575          | 0.4188   |
| 0.0092        | 1026.0 | 20520 | 4.1932          | 0.425    |
| 0.0092        | 1027.0 | 20540 | 4.1311          | 0.3937   |
| 0.0092        | 1028.0 | 20560 | 4.7359          | 0.3438   |
| 0.0092        | 1029.0 | 20580 | 4.2484          | 0.4125   |
| 0.0092        | 1030.0 | 20600 | 4.0977          | 0.3812   |
| 0.0092        | 1031.0 | 20620 | 4.1880          | 0.425    |
| 0.0092        | 1032.0 | 20640 | 4.2262          | 0.4      |
| 0.0092        | 1033.0 | 20660 | 4.1906          | 0.4062   |
| 0.0092        | 1034.0 | 20680 | 4.1449          | 0.4125   |
| 0.0092        | 1035.0 | 20700 | 4.1624          | 0.4125   |
| 0.0092        | 1036.0 | 20720 | 4.4704          | 0.4      |
| 0.0092        | 1037.0 | 20740 | 4.4189          | 0.4      |
| 0.0092        | 1038.0 | 20760 | 4.3549          | 0.4      |
| 0.0092        | 1039.0 | 20780 | 4.4514          | 0.3812   |
| 0.0092        | 1040.0 | 20800 | 4.2032          | 0.4      |
| 0.0092        | 1041.0 | 20820 | 4.1037          | 0.4125   |
| 0.0092        | 1042.0 | 20840 | 3.7575          | 0.45     |
| 0.0092        | 1043.0 | 20860 | 3.8814          | 0.4062   |
| 0.0092        | 1044.0 | 20880 | 3.4651          | 0.4813   |
| 0.0092        | 1045.0 | 20900 | 3.5203          | 0.4938   |
| 0.0092        | 1046.0 | 20920 | 3.4941          | 0.4562   |
| 0.0092        | 1047.0 | 20940 | 3.5082          | 0.4875   |
| 0.0092        | 1048.0 | 20960 | 3.9186          | 0.4188   |
| 0.0092        | 1049.0 | 20980 | 3.5385          | 0.4437   |
| 0.0101        | 1050.0 | 21000 | 4.3156          | 0.4375   |
| 0.0101        | 1051.0 | 21020 | 3.9057          | 0.4562   |
| 0.0101        | 1052.0 | 21040 | 4.0884          | 0.45     |
| 0.0101        | 1053.0 | 21060 | 4.0990          | 0.4125   |
| 0.0101        | 1054.0 | 21080 | 4.3254          | 0.3937   |
| 0.0101        | 1055.0 | 21100 | 3.7703          | 0.4313   |
| 0.0101        | 1056.0 | 21120 | 4.2937          | 0.4062   |
| 0.0101        | 1057.0 | 21140 | 4.3031          | 0.4      |
| 0.0101        | 1058.0 | 21160 | 4.1415          | 0.4062   |
| 0.0101        | 1059.0 | 21180 | 4.2197          | 0.4      |
| 0.0101        | 1060.0 | 21200 | 4.1259          | 0.3875   |
| 0.0101        | 1061.0 | 21220 | 4.0518          | 0.4437   |
| 0.0101        | 1062.0 | 21240 | 4.2196          | 0.4125   |
| 0.0101        | 1063.0 | 21260 | 4.4275          | 0.375    |
| 0.0101        | 1064.0 | 21280 | 3.9623          | 0.4      |
| 0.0101        | 1065.0 | 21300 | 3.7426          | 0.4562   |
| 0.0101        | 1066.0 | 21320 | 3.8537          | 0.4437   |
| 0.0101        | 1067.0 | 21340 | 4.2667          | 0.4125   |
| 0.0101        | 1068.0 | 21360 | 3.9805          | 0.45     |
| 0.0101        | 1069.0 | 21380 | 4.4144          | 0.4      |
| 0.0101        | 1070.0 | 21400 | 4.1757          | 0.4313   |
| 0.0101        | 1071.0 | 21420 | 4.5740          | 0.3937   |
| 0.0101        | 1072.0 | 21440 | 4.2657          | 0.4375   |
| 0.0101        | 1073.0 | 21460 | 4.3593          | 0.4      |
| 0.0101        | 1074.0 | 21480 | 4.3635          | 0.4062   |
| 0.0076        | 1075.0 | 21500 | 4.1651          | 0.4375   |
| 0.0076        | 1076.0 | 21520 | 4.0565          | 0.4562   |
| 0.0076        | 1077.0 | 21540 | 4.1046          | 0.4562   |
| 0.0076        | 1078.0 | 21560 | 4.0499          | 0.4562   |
| 0.0076        | 1079.0 | 21580 | 4.2170          | 0.4188   |
| 0.0076        | 1080.0 | 21600 | 4.3191          | 0.4125   |
| 0.0076        | 1081.0 | 21620 | 4.0811          | 0.45     |
| 0.0076        | 1082.0 | 21640 | 3.8024          | 0.475    |
| 0.0076        | 1083.0 | 21660 | 4.1933          | 0.3937   |
| 0.0076        | 1084.0 | 21680 | 4.0717          | 0.4313   |
| 0.0076        | 1085.0 | 21700 | 4.1831          | 0.425    |
| 0.0076        | 1086.0 | 21720 | 4.3884          | 0.4062   |
| 0.0076        | 1087.0 | 21740 | 4.4249          | 0.3937   |
| 0.0076        | 1088.0 | 21760 | 4.1025          | 0.425    |
| 0.0076        | 1089.0 | 21780 | 4.6267          | 0.3812   |
| 0.0076        | 1090.0 | 21800 | 4.4054          | 0.3937   |
| 0.0076        | 1091.0 | 21820 | 4.4973          | 0.3688   |
| 0.0076        | 1092.0 | 21840 | 4.4674          | 0.4125   |
| 0.0076        | 1093.0 | 21860 | 4.2558          | 0.4      |
| 0.0076        | 1094.0 | 21880 | 4.3571          | 0.4125   |
| 0.0076        | 1095.0 | 21900 | 4.3582          | 0.3937   |
| 0.0076        | 1096.0 | 21920 | 4.5176          | 0.4      |
| 0.0076        | 1097.0 | 21940 | 4.6842          | 0.3875   |
| 0.0076        | 1098.0 | 21960 | 4.2763          | 0.4562   |
| 0.0076        | 1099.0 | 21980 | 4.6308          | 0.4062   |
| 0.0055        | 1100.0 | 22000 | 4.9405          | 0.3375   |
| 0.0055        | 1101.0 | 22020 | 4.5447          | 0.4062   |
| 0.0055        | 1102.0 | 22040 | 4.5423          | 0.4437   |
| 0.0055        | 1103.0 | 22060 | 4.6645          | 0.3937   |
| 0.0055        | 1104.0 | 22080 | 4.0491          | 0.4437   |
| 0.0055        | 1105.0 | 22100 | 4.5161          | 0.3812   |
| 0.0055        | 1106.0 | 22120 | 4.2812          | 0.4313   |
| 0.0055        | 1107.0 | 22140 | 4.3646          | 0.3937   |
| 0.0055        | 1108.0 | 22160 | 4.3451          | 0.4125   |
| 0.0055        | 1109.0 | 22180 | 4.1843          | 0.3875   |
| 0.0055        | 1110.0 | 22200 | 3.9763          | 0.475    |
| 0.0055        | 1111.0 | 22220 | 4.1009          | 0.4688   |
| 0.0055        | 1112.0 | 22240 | 3.9855          | 0.4813   |
| 0.0055        | 1113.0 | 22260 | 4.0423          | 0.4313   |
| 0.0055        | 1114.0 | 22280 | 4.1513          | 0.4437   |
| 0.0055        | 1115.0 | 22300 | 4.1117          | 0.4437   |
| 0.0055        | 1116.0 | 22320 | 4.5638          | 0.4188   |
| 0.0055        | 1117.0 | 22340 | 4.2658          | 0.4188   |
| 0.0055        | 1118.0 | 22360 | 3.8571          | 0.4437   |
| 0.0055        | 1119.0 | 22380 | 4.0273          | 0.475    |
| 0.0055        | 1120.0 | 22400 | 4.7766          | 0.3875   |
| 0.0055        | 1121.0 | 22420 | 4.3341          | 0.375    |
| 0.0055        | 1122.0 | 22440 | 4.3217          | 0.425    |
| 0.0055        | 1123.0 | 22460 | 4.3138          | 0.45     |
| 0.0055        | 1124.0 | 22480 | 4.4154          | 0.4188   |
| 0.0076        | 1125.0 | 22500 | 4.2878          | 0.4062   |
| 0.0076        | 1126.0 | 22520 | 4.1412          | 0.4625   |
| 0.0076        | 1127.0 | 22540 | 4.5221          | 0.4125   |
| 0.0076        | 1128.0 | 22560 | 4.3238          | 0.4188   |
| 0.0076        | 1129.0 | 22580 | 4.0630          | 0.4625   |
| 0.0076        | 1130.0 | 22600 | 3.9811          | 0.45     |
| 0.0076        | 1131.0 | 22620 | 4.0864          | 0.4375   |
| 0.0076        | 1132.0 | 22640 | 4.0847          | 0.4688   |
| 0.0076        | 1133.0 | 22660 | 4.2124          | 0.425    |
| 0.0076        | 1134.0 | 22680 | 4.3021          | 0.4125   |
| 0.0076        | 1135.0 | 22700 | 4.2996          | 0.425    |
| 0.0076        | 1136.0 | 22720 | 4.4018          | 0.3937   |
| 0.0076        | 1137.0 | 22740 | 4.4880          | 0.3937   |
| 0.0076        | 1138.0 | 22760 | 4.3684          | 0.4188   |
| 0.0076        | 1139.0 | 22780 | 4.2929          | 0.4062   |
| 0.0076        | 1140.0 | 22800 | 4.0317          | 0.4313   |
| 0.0076        | 1141.0 | 22820 | 4.3586          | 0.4375   |
| 0.0076        | 1142.0 | 22840 | 4.4541          | 0.4062   |
| 0.0076        | 1143.0 | 22860 | 4.0739          | 0.4437   |
| 0.0076        | 1144.0 | 22880 | 4.0633          | 0.4375   |
| 0.0076        | 1145.0 | 22900 | 4.1524          | 0.425    |
| 0.0076        | 1146.0 | 22920 | 4.3933          | 0.4188   |
| 0.0076        | 1147.0 | 22940 | 4.3073          | 0.4375   |
| 0.0076        | 1148.0 | 22960 | 4.2106          | 0.45     |
| 0.0076        | 1149.0 | 22980 | 4.4410          | 0.4437   |
| 0.0088        | 1150.0 | 23000 | 4.0442          | 0.4875   |
| 0.0088        | 1151.0 | 23020 | 3.8707          | 0.4562   |
| 0.0088        | 1152.0 | 23040 | 4.3722          | 0.4188   |
| 0.0088        | 1153.0 | 23060 | 4.2159          | 0.4125   |
| 0.0088        | 1154.0 | 23080 | 4.3318          | 0.4375   |
| 0.0088        | 1155.0 | 23100 | 4.1305          | 0.4375   |
| 0.0088        | 1156.0 | 23120 | 4.3237          | 0.4125   |
| 0.0088        | 1157.0 | 23140 | 3.8115          | 0.4125   |
| 0.0088        | 1158.0 | 23160 | 3.9922          | 0.45     |
| 0.0088        | 1159.0 | 23180 | 4.0569          | 0.45     |
| 0.0088        | 1160.0 | 23200 | 4.0418          | 0.45     |
| 0.0088        | 1161.0 | 23220 | 4.3258          | 0.4188   |
| 0.0088        | 1162.0 | 23240 | 3.9946          | 0.4562   |
| 0.0088        | 1163.0 | 23260 | 4.1509          | 0.3937   |
| 0.0088        | 1164.0 | 23280 | 3.7839          | 0.4813   |
| 0.0088        | 1165.0 | 23300 | 4.1098          | 0.4437   |
| 0.0088        | 1166.0 | 23320 | 4.4308          | 0.4062   |
| 0.0088        | 1167.0 | 23340 | 4.0891          | 0.4313   |
| 0.0088        | 1168.0 | 23360 | 4.0561          | 0.4375   |
| 0.0088        | 1169.0 | 23380 | 3.6372          | 0.4562   |
| 0.0088        | 1170.0 | 23400 | 3.5895          | 0.4938   |
| 0.0088        | 1171.0 | 23420 | 3.6881          | 0.45     |
| 0.0088        | 1172.0 | 23440 | 3.6906          | 0.5125   |
| 0.0088        | 1173.0 | 23460 | 3.6289          | 0.4875   |
| 0.0088        | 1174.0 | 23480 | 3.6124          | 0.4813   |
| 0.0062        | 1175.0 | 23500 | 3.7771          | 0.4688   |
| 0.0062        | 1176.0 | 23520 | 4.0588          | 0.4313   |
| 0.0062        | 1177.0 | 23540 | 4.1712          | 0.4125   |
| 0.0062        | 1178.0 | 23560 | 4.3913          | 0.4062   |
| 0.0062        | 1179.0 | 23580 | 4.1079          | 0.4437   |
| 0.0062        | 1180.0 | 23600 | 4.0432          | 0.45     |
| 0.0062        | 1181.0 | 23620 | 3.9462          | 0.4375   |
| 0.0062        | 1182.0 | 23640 | 3.9730          | 0.4375   |
| 0.0062        | 1183.0 | 23660 | 3.6960          | 0.4625   |
| 0.0062        | 1184.0 | 23680 | 4.1584          | 0.4625   |
| 0.0062        | 1185.0 | 23700 | 3.8361          | 0.4813   |
| 0.0062        | 1186.0 | 23720 | 4.1512          | 0.4125   |
| 0.0062        | 1187.0 | 23740 | 4.5828          | 0.3875   |
| 0.0062        | 1188.0 | 23760 | 4.6020          | 0.4      |
| 0.0062        | 1189.0 | 23780 | 4.2072          | 0.4375   |
| 0.0062        | 1190.0 | 23800 | 4.2698          | 0.425    |
| 0.0062        | 1191.0 | 23820 | 4.2893          | 0.425    |
| 0.0062        | 1192.0 | 23840 | 4.2118          | 0.4062   |
| 0.0062        | 1193.0 | 23860 | 4.0042          | 0.475    |
| 0.0062        | 1194.0 | 23880 | 3.7711          | 0.475    |
| 0.0062        | 1195.0 | 23900 | 4.3882          | 0.4188   |
| 0.0062        | 1196.0 | 23920 | 4.0885          | 0.45     |
| 0.0062        | 1197.0 | 23940 | 3.8492          | 0.4688   |
| 0.0062        | 1198.0 | 23960 | 4.0145          | 0.45     |
| 0.0062        | 1199.0 | 23980 | 3.9537          | 0.4313   |
| 0.0089        | 1200.0 | 24000 | 3.9551          | 0.45     |
| 0.0089        | 1201.0 | 24020 | 4.1794          | 0.4375   |
| 0.0089        | 1202.0 | 24040 | 4.4502          | 0.425    |
| 0.0089        | 1203.0 | 24060 | 4.0842          | 0.4375   |
| 0.0089        | 1204.0 | 24080 | 4.1405          | 0.4562   |
| 0.0089        | 1205.0 | 24100 | 3.9174          | 0.45     |
| 0.0089        | 1206.0 | 24120 | 4.3030          | 0.4437   |
| 0.0089        | 1207.0 | 24140 | 4.1987          | 0.4437   |
| 0.0089        | 1208.0 | 24160 | 4.5696          | 0.4125   |
| 0.0089        | 1209.0 | 24180 | 4.5786          | 0.4125   |
| 0.0089        | 1210.0 | 24200 | 4.5624          | 0.4313   |
| 0.0089        | 1211.0 | 24220 | 4.2563          | 0.4188   |
| 0.0089        | 1212.0 | 24240 | 4.7206          | 0.3875   |
| 0.0089        | 1213.0 | 24260 | 4.3761          | 0.4375   |
| 0.0089        | 1214.0 | 24280 | 4.2873          | 0.4188   |
| 0.0089        | 1215.0 | 24300 | 4.2771          | 0.4      |
| 0.0089        | 1216.0 | 24320 | 4.2855          | 0.425    |
| 0.0089        | 1217.0 | 24340 | 4.4184          | 0.4313   |
| 0.0089        | 1218.0 | 24360 | 4.6057          | 0.4      |
| 0.0089        | 1219.0 | 24380 | 4.1910          | 0.4437   |
| 0.0089        | 1220.0 | 24400 | 4.3782          | 0.3937   |
| 0.0089        | 1221.0 | 24420 | 4.1863          | 0.4562   |
| 0.0089        | 1222.0 | 24440 | 4.3919          | 0.4313   |
| 0.0089        | 1223.0 | 24460 | 4.3712          | 0.4625   |
| 0.0089        | 1224.0 | 24480 | 4.2499          | 0.475    |
| 0.0047        | 1225.0 | 24500 | 4.1044          | 0.45     |
| 0.0047        | 1226.0 | 24520 | 4.4051          | 0.4375   |
| 0.0047        | 1227.0 | 24540 | 4.5822          | 0.4      |
| 0.0047        | 1228.0 | 24560 | 4.3628          | 0.4188   |
| 0.0047        | 1229.0 | 24580 | 4.5895          | 0.3688   |
| 0.0047        | 1230.0 | 24600 | 4.2950          | 0.45     |
| 0.0047        | 1231.0 | 24620 | 4.4845          | 0.3812   |
| 0.0047        | 1232.0 | 24640 | 4.4238          | 0.425    |
| 0.0047        | 1233.0 | 24660 | 4.7372          | 0.4      |
| 0.0047        | 1234.0 | 24680 | 4.3613          | 0.4062   |
| 0.0047        | 1235.0 | 24700 | 4.8584          | 0.3875   |
| 0.0047        | 1236.0 | 24720 | 4.3901          | 0.4375   |
| 0.0047        | 1237.0 | 24740 | 4.8735          | 0.3875   |
| 0.0047        | 1238.0 | 24760 | 4.4863          | 0.4313   |
| 0.0047        | 1239.0 | 24780 | 4.2589          | 0.4375   |
| 0.0047        | 1240.0 | 24800 | 4.2187          | 0.4313   |
| 0.0047        | 1241.0 | 24820 | 4.1488          | 0.4313   |
| 0.0047        | 1242.0 | 24840 | 4.3058          | 0.4062   |
| 0.0047        | 1243.0 | 24860 | 4.3754          | 0.4188   |
| 0.0047        | 1244.0 | 24880 | 4.6395          | 0.4062   |
| 0.0047        | 1245.0 | 24900 | 4.7259          | 0.4188   |
| 0.0047        | 1246.0 | 24920 | 4.2943          | 0.4062   |
| 0.0047        | 1247.0 | 24940 | 4.4989          | 0.3937   |
| 0.0047        | 1248.0 | 24960 | 4.6887          | 0.3625   |
| 0.0047        | 1249.0 | 24980 | 4.6629          | 0.375    |
| 0.0052        | 1250.0 | 25000 | 4.8368          | 0.3688   |
| 0.0052        | 1251.0 | 25020 | 4.5715          | 0.4      |
| 0.0052        | 1252.0 | 25040 | 4.3111          | 0.425    |
| 0.0052        | 1253.0 | 25060 | 4.2958          | 0.4125   |
| 0.0052        | 1254.0 | 25080 | 4.3193          | 0.4313   |
| 0.0052        | 1255.0 | 25100 | 4.3978          | 0.4375   |
| 0.0052        | 1256.0 | 25120 | 4.5791          | 0.3812   |
| 0.0052        | 1257.0 | 25140 | 4.5954          | 0.3937   |
| 0.0052        | 1258.0 | 25160 | 4.8419          | 0.3812   |
| 0.0052        | 1259.0 | 25180 | 4.5316          | 0.425    |
| 0.0052        | 1260.0 | 25200 | 4.3965          | 0.4313   |
| 0.0052        | 1261.0 | 25220 | 4.1113          | 0.4437   |
| 0.0052        | 1262.0 | 25240 | 4.5727          | 0.4      |
| 0.0052        | 1263.0 | 25260 | 4.6365          | 0.4188   |
| 0.0052        | 1264.0 | 25280 | 4.3543          | 0.45     |
| 0.0052        | 1265.0 | 25300 | 4.4766          | 0.4      |
| 0.0052        | 1266.0 | 25320 | 4.9181          | 0.3625   |
| 0.0052        | 1267.0 | 25340 | 4.4029          | 0.425    |
| 0.0052        | 1268.0 | 25360 | 4.4082          | 0.4188   |
| 0.0052        | 1269.0 | 25380 | 4.7754          | 0.3688   |
| 0.0052        | 1270.0 | 25400 | 4.3370          | 0.425    |
| 0.0052        | 1271.0 | 25420 | 4.2514          | 0.4625   |
| 0.0052        | 1272.0 | 25440 | 4.3775          | 0.3875   |
| 0.0052        | 1273.0 | 25460 | 4.1655          | 0.4375   |
| 0.0052        | 1274.0 | 25480 | 4.1676          | 0.4437   |
| 0.0051        | 1275.0 | 25500 | 3.9800          | 0.4875   |
| 0.0051        | 1276.0 | 25520 | 3.9902          | 0.4562   |
| 0.0051        | 1277.0 | 25540 | 4.5302          | 0.425    |
| 0.0051        | 1278.0 | 25560 | 4.0249          | 0.4      |
| 0.0051        | 1279.0 | 25580 | 4.2331          | 0.4562   |
| 0.0051        | 1280.0 | 25600 | 4.3440          | 0.4375   |
| 0.0051        | 1281.0 | 25620 | 4.1223          | 0.45     |
| 0.0051        | 1282.0 | 25640 | 3.7927          | 0.5      |
| 0.0051        | 1283.0 | 25660 | 4.0726          | 0.45     |
| 0.0051        | 1284.0 | 25680 | 4.0662          | 0.4437   |
| 0.0051        | 1285.0 | 25700 | 4.3365          | 0.3937   |
| 0.0051        | 1286.0 | 25720 | 4.4013          | 0.3812   |
| 0.0051        | 1287.0 | 25740 | 4.0389          | 0.45     |
| 0.0051        | 1288.0 | 25760 | 4.4482          | 0.4062   |
| 0.0051        | 1289.0 | 25780 | 4.3543          | 0.4125   |
| 0.0051        | 1290.0 | 25800 | 4.3365          | 0.4125   |
| 0.0051        | 1291.0 | 25820 | 4.4718          | 0.3812   |
| 0.0051        | 1292.0 | 25840 | 4.6845          | 0.3812   |
| 0.0051        | 1293.0 | 25860 | 4.1511          | 0.4437   |
| 0.0051        | 1294.0 | 25880 | 4.1707          | 0.4313   |
| 0.0051        | 1295.0 | 25900 | 4.4272          | 0.3937   |
| 0.0051        | 1296.0 | 25920 | 4.3149          | 0.4188   |
| 0.0051        | 1297.0 | 25940 | 4.3936          | 0.4125   |
| 0.0051        | 1298.0 | 25960 | 4.3188          | 0.4313   |
| 0.0051        | 1299.0 | 25980 | 4.4213          | 0.4375   |
| 0.0043        | 1300.0 | 26000 | 4.2909          | 0.4188   |
| 0.0043        | 1301.0 | 26020 | 4.3463          | 0.425    |
| 0.0043        | 1302.0 | 26040 | 4.4664          | 0.425    |
| 0.0043        | 1303.0 | 26060 | 4.7635          | 0.4188   |
| 0.0043        | 1304.0 | 26080 | 4.9100          | 0.375    |
| 0.0043        | 1305.0 | 26100 | 4.1635          | 0.4437   |
| 0.0043        | 1306.0 | 26120 | 4.1919          | 0.4125   |
| 0.0043        | 1307.0 | 26140 | 4.0097          | 0.4562   |
| 0.0043        | 1308.0 | 26160 | 3.9561          | 0.5      |
| 0.0043        | 1309.0 | 26180 | 4.3011          | 0.4625   |
| 0.0043        | 1310.0 | 26200 | 4.1822          | 0.4562   |
| 0.0043        | 1311.0 | 26220 | 4.0468          | 0.4625   |
| 0.0043        | 1312.0 | 26240 | 4.3032          | 0.4437   |
| 0.0043        | 1313.0 | 26260 | 4.3333          | 0.4688   |
| 0.0043        | 1314.0 | 26280 | 4.1659          | 0.4688   |
| 0.0043        | 1315.0 | 26300 | 4.1565          | 0.4562   |
| 0.0043        | 1316.0 | 26320 | 4.2320          | 0.425    |
| 0.0043        | 1317.0 | 26340 | 4.1713          | 0.4562   |
| 0.0043        | 1318.0 | 26360 | 4.2502          | 0.4313   |
| 0.0043        | 1319.0 | 26380 | 4.1567          | 0.4625   |
| 0.0043        | 1320.0 | 26400 | 4.2468          | 0.4437   |
| 0.0043        | 1321.0 | 26420 | 4.0587          | 0.425    |
| 0.0043        | 1322.0 | 26440 | 4.4233          | 0.4313   |
| 0.0043        | 1323.0 | 26460 | 3.9796          | 0.475    |
| 0.0043        | 1324.0 | 26480 | 4.1845          | 0.4375   |
| 0.005         | 1325.0 | 26500 | 4.0909          | 0.4688   |
| 0.005         | 1326.0 | 26520 | 4.5052          | 0.425    |
| 0.005         | 1327.0 | 26540 | 3.9338          | 0.4813   |
| 0.005         | 1328.0 | 26560 | 4.3558          | 0.4437   |
| 0.005         | 1329.0 | 26580 | 4.1215          | 0.4688   |
| 0.005         | 1330.0 | 26600 | 4.3538          | 0.425    |
| 0.005         | 1331.0 | 26620 | 4.1223          | 0.4875   |
| 0.005         | 1332.0 | 26640 | 4.4005          | 0.4625   |
| 0.005         | 1333.0 | 26660 | 4.1342          | 0.4188   |
| 0.005         | 1334.0 | 26680 | 3.9039          | 0.4938   |
| 0.005         | 1335.0 | 26700 | 4.2563          | 0.4562   |
| 0.005         | 1336.0 | 26720 | 4.6227          | 0.425    |
| 0.005         | 1337.0 | 26740 | 4.9805          | 0.3875   |
| 0.005         | 1338.0 | 26760 | 4.3514          | 0.425    |
| 0.005         | 1339.0 | 26780 | 4.3909          | 0.4313   |
| 0.005         | 1340.0 | 26800 | 4.3980          | 0.4313   |
| 0.005         | 1341.0 | 26820 | 4.2285          | 0.4625   |
| 0.005         | 1342.0 | 26840 | 4.2962          | 0.4437   |
| 0.005         | 1343.0 | 26860 | 4.3997          | 0.4313   |
| 0.005         | 1344.0 | 26880 | 4.2589          | 0.45     |
| 0.005         | 1345.0 | 26900 | 4.3270          | 0.4313   |
| 0.005         | 1346.0 | 26920 | 4.3147          | 0.4313   |
| 0.005         | 1347.0 | 26940 | 4.6454          | 0.3812   |
| 0.005         | 1348.0 | 26960 | 4.2975          | 0.475    |
| 0.005         | 1349.0 | 26980 | 4.3403          | 0.4062   |
| 0.006         | 1350.0 | 27000 | 4.3137          | 0.425    |
| 0.006         | 1351.0 | 27020 | 4.1860          | 0.45     |
| 0.006         | 1352.0 | 27040 | 4.1153          | 0.4688   |
| 0.006         | 1353.0 | 27060 | 4.2514          | 0.425    |
| 0.006         | 1354.0 | 27080 | 4.0539          | 0.4313   |
| 0.006         | 1355.0 | 27100 | 4.4261          | 0.4437   |
| 0.006         | 1356.0 | 27120 | 4.3285          | 0.4437   |
| 0.006         | 1357.0 | 27140 | 4.4653          | 0.4188   |
| 0.006         | 1358.0 | 27160 | 4.1402          | 0.4437   |
| 0.006         | 1359.0 | 27180 | 4.5554          | 0.425    |
| 0.006         | 1360.0 | 27200 | 4.4887          | 0.4188   |
| 0.006         | 1361.0 | 27220 | 4.4549          | 0.4062   |
| 0.006         | 1362.0 | 27240 | 4.2000          | 0.425    |
| 0.006         | 1363.0 | 27260 | 4.3322          | 0.425    |
| 0.006         | 1364.0 | 27280 | 4.4221          | 0.3937   |
| 0.006         | 1365.0 | 27300 | 4.5826          | 0.3812   |
| 0.006         | 1366.0 | 27320 | 4.6468          | 0.4188   |
| 0.006         | 1367.0 | 27340 | 4.2889          | 0.4125   |
| 0.006         | 1368.0 | 27360 | 4.6748          | 0.3812   |
| 0.006         | 1369.0 | 27380 | 4.3525          | 0.4313   |
| 0.006         | 1370.0 | 27400 | 4.2749          | 0.425    |
| 0.006         | 1371.0 | 27420 | 4.2404          | 0.475    |
| 0.006         | 1372.0 | 27440 | 4.5490          | 0.425    |
| 0.006         | 1373.0 | 27460 | 4.3331          | 0.4313   |
| 0.006         | 1374.0 | 27480 | 4.3431          | 0.425    |
| 0.0036        | 1375.0 | 27500 | 4.2889          | 0.4313   |
| 0.0036        | 1376.0 | 27520 | 4.4246          | 0.4188   |
| 0.0036        | 1377.0 | 27540 | 4.5457          | 0.3937   |
| 0.0036        | 1378.0 | 27560 | 4.3169          | 0.425    |
| 0.0036        | 1379.0 | 27580 | 4.2755          | 0.4313   |
| 0.0036        | 1380.0 | 27600 | 3.8897          | 0.4688   |
| 0.0036        | 1381.0 | 27620 | 4.2587          | 0.4062   |
| 0.0036        | 1382.0 | 27640 | 4.3104          | 0.45     |
| 0.0036        | 1383.0 | 27660 | 4.3967          | 0.4375   |
| 0.0036        | 1384.0 | 27680 | 4.2991          | 0.4188   |
| 0.0036        | 1385.0 | 27700 | 4.3327          | 0.425    |
| 0.0036        | 1386.0 | 27720 | 4.2342          | 0.45     |
| 0.0036        | 1387.0 | 27740 | 4.3466          | 0.4125   |
| 0.0036        | 1388.0 | 27760 | 4.4583          | 0.4188   |
| 0.0036        | 1389.0 | 27780 | 4.3765          | 0.45     |
| 0.0036        | 1390.0 | 27800 | 4.0459          | 0.4375   |
| 0.0036        | 1391.0 | 27820 | 4.3795          | 0.425    |
| 0.0036        | 1392.0 | 27840 | 4.6125          | 0.45     |
| 0.0036        | 1393.0 | 27860 | 4.4663          | 0.4      |
| 0.0036        | 1394.0 | 27880 | 4.1308          | 0.4562   |
| 0.0036        | 1395.0 | 27900 | 4.4633          | 0.4313   |
| 0.0036        | 1396.0 | 27920 | 4.4961          | 0.4      |
| 0.0036        | 1397.0 | 27940 | 4.3077          | 0.4437   |
| 0.0036        | 1398.0 | 27960 | 4.0803          | 0.4562   |
| 0.0036        | 1399.0 | 27980 | 4.4903          | 0.4375   |
| 0.0034        | 1400.0 | 28000 | 4.3928          | 0.4437   |
| 0.0034        | 1401.0 | 28020 | 4.5967          | 0.3812   |
| 0.0034        | 1402.0 | 28040 | 4.0998          | 0.4375   |
| 0.0034        | 1403.0 | 28060 | 4.6208          | 0.4      |
| 0.0034        | 1404.0 | 28080 | 4.3212          | 0.425    |
| 0.0034        | 1405.0 | 28100 | 4.1624          | 0.4688   |
| 0.0034        | 1406.0 | 28120 | 4.2164          | 0.4625   |
| 0.0034        | 1407.0 | 28140 | 4.1787          | 0.45     |
| 0.0034        | 1408.0 | 28160 | 3.9653          | 0.4625   |
| 0.0034        | 1409.0 | 28180 | 4.3086          | 0.45     |
| 0.0034        | 1410.0 | 28200 | 4.6358          | 0.4062   |
| 0.0034        | 1411.0 | 28220 | 4.0858          | 0.4625   |
| 0.0034        | 1412.0 | 28240 | 4.1072          | 0.4437   |
| 0.0034        | 1413.0 | 28260 | 4.3181          | 0.425    |
| 0.0034        | 1414.0 | 28280 | 3.9804          | 0.4625   |
| 0.0034        | 1415.0 | 28300 | 3.9853          | 0.4875   |
| 0.0034        | 1416.0 | 28320 | 4.0623          | 0.4813   |
| 0.0034        | 1417.0 | 28340 | 3.8128          | 0.4875   |
| 0.0034        | 1418.0 | 28360 | 4.6040          | 0.4      |
| 0.0034        | 1419.0 | 28380 | 3.8567          | 0.4938   |
| 0.0034        | 1420.0 | 28400 | 3.7708          | 0.5125   |
| 0.0034        | 1421.0 | 28420 | 3.4741          | 0.5125   |
| 0.0034        | 1422.0 | 28440 | 4.2814          | 0.4437   |
| 0.0034        | 1423.0 | 28460 | 3.9871          | 0.4625   |
| 0.0034        | 1424.0 | 28480 | 4.0107          | 0.475    |
| 0.0047        | 1425.0 | 28500 | 4.2820          | 0.4562   |
| 0.0047        | 1426.0 | 28520 | 3.8534          | 0.475    |
| 0.0047        | 1427.0 | 28540 | 4.2745          | 0.4562   |
| 0.0047        | 1428.0 | 28560 | 4.1502          | 0.5      |
| 0.0047        | 1429.0 | 28580 | 3.7872          | 0.5062   |
| 0.0047        | 1430.0 | 28600 | 4.3555          | 0.4313   |
| 0.0047        | 1431.0 | 28620 | 4.1901          | 0.475    |
| 0.0047        | 1432.0 | 28640 | 4.2431          | 0.4688   |
| 0.0047        | 1433.0 | 28660 | 4.4078          | 0.4313   |
| 0.0047        | 1434.0 | 28680 | 4.1095          | 0.4625   |
| 0.0047        | 1435.0 | 28700 | 4.6224          | 0.4062   |
| 0.0047        | 1436.0 | 28720 | 4.3126          | 0.4625   |
| 0.0047        | 1437.0 | 28740 | 4.0261          | 0.5125   |
| 0.0047        | 1438.0 | 28760 | 4.2725          | 0.45     |
| 0.0047        | 1439.0 | 28780 | 4.1122          | 0.4688   |
| 0.0047        | 1440.0 | 28800 | 3.9937          | 0.4813   |
| 0.0047        | 1441.0 | 28820 | 3.6109          | 0.5188   |
| 0.0047        | 1442.0 | 28840 | 3.9638          | 0.4813   |
| 0.0047        | 1443.0 | 28860 | 4.0850          | 0.4813   |
| 0.0047        | 1444.0 | 28880 | 4.0250          | 0.4562   |
| 0.0047        | 1445.0 | 28900 | 4.0536          | 0.4625   |
| 0.0047        | 1446.0 | 28920 | 4.4374          | 0.4375   |
| 0.0047        | 1447.0 | 28940 | 3.8108          | 0.4688   |
| 0.0047        | 1448.0 | 28960 | 4.2085          | 0.4313   |
| 0.0047        | 1449.0 | 28980 | 4.1121          | 0.4562   |
| 0.0032        | 1450.0 | 29000 | 4.1619          | 0.4625   |
| 0.0032        | 1451.0 | 29020 | 4.7062          | 0.3937   |
| 0.0032        | 1452.0 | 29040 | 4.1234          | 0.45     |
| 0.0032        | 1453.0 | 29060 | 3.9383          | 0.4625   |
| 0.0032        | 1454.0 | 29080 | 4.2745          | 0.4625   |
| 0.0032        | 1455.0 | 29100 | 4.7556          | 0.3937   |
| 0.0032        | 1456.0 | 29120 | 4.2548          | 0.45     |
| 0.0032        | 1457.0 | 29140 | 4.4536          | 0.4      |
| 0.0032        | 1458.0 | 29160 | 4.0930          | 0.4562   |
| 0.0032        | 1459.0 | 29180 | 4.2629          | 0.4437   |
| 0.0032        | 1460.0 | 29200 | 3.9561          | 0.4688   |
| 0.0032        | 1461.0 | 29220 | 4.2350          | 0.4625   |
| 0.0032        | 1462.0 | 29240 | 3.8592          | 0.4562   |
| 0.0032        | 1463.0 | 29260 | 4.4517          | 0.425    |
| 0.0032        | 1464.0 | 29280 | 4.0939          | 0.4562   |
| 0.0032        | 1465.0 | 29300 | 4.5052          | 0.4062   |
| 0.0032        | 1466.0 | 29320 | 4.1403          | 0.4562   |
| 0.0032        | 1467.0 | 29340 | 4.2759          | 0.4375   |
| 0.0032        | 1468.0 | 29360 | 4.4223          | 0.4188   |
| 0.0032        | 1469.0 | 29380 | 4.1617          | 0.4437   |
| 0.0032        | 1470.0 | 29400 | 4.1704          | 0.45     |
| 0.0032        | 1471.0 | 29420 | 4.1953          | 0.4437   |
| 0.0032        | 1472.0 | 29440 | 4.5969          | 0.4125   |
| 0.0032        | 1473.0 | 29460 | 4.0838          | 0.4125   |
| 0.0032        | 1474.0 | 29480 | 4.1037          | 0.475    |
| 0.0026        | 1475.0 | 29500 | 4.4736          | 0.425    |
| 0.0026        | 1476.0 | 29520 | 4.1739          | 0.4375   |
| 0.0026        | 1477.0 | 29540 | 4.4631          | 0.4313   |
| 0.0026        | 1478.0 | 29560 | 4.0640          | 0.4688   |
| 0.0026        | 1479.0 | 29580 | 4.3784          | 0.4188   |
| 0.0026        | 1480.0 | 29600 | 3.9759          | 0.4938   |
| 0.0026        | 1481.0 | 29620 | 4.1922          | 0.4437   |
| 0.0026        | 1482.0 | 29640 | 4.4038          | 0.4313   |
| 0.0026        | 1483.0 | 29660 | 4.5526          | 0.4062   |
| 0.0026        | 1484.0 | 29680 | 4.3722          | 0.4375   |
| 0.0026        | 1485.0 | 29700 | 3.7894          | 0.5      |
| 0.0026        | 1486.0 | 29720 | 4.3543          | 0.45     |
| 0.0026        | 1487.0 | 29740 | 4.2883          | 0.4375   |
| 0.0026        | 1488.0 | 29760 | 4.0720          | 0.4313   |
| 0.0026        | 1489.0 | 29780 | 4.3037          | 0.4625   |
| 0.0026        | 1490.0 | 29800 | 4.1847          | 0.45     |
| 0.0026        | 1491.0 | 29820 | 4.4365          | 0.4188   |
| 0.0026        | 1492.0 | 29840 | 4.0914          | 0.475    |
| 0.0026        | 1493.0 | 29860 | 3.6907          | 0.5188   |
| 0.0026        | 1494.0 | 29880 | 4.5732          | 0.3875   |
| 0.0026        | 1495.0 | 29900 | 4.4849          | 0.425    |
| 0.0026        | 1496.0 | 29920 | 4.2805          | 0.4437   |
| 0.0026        | 1497.0 | 29940 | 4.6044          | 0.4188   |
| 0.0026        | 1498.0 | 29960 | 4.5029          | 0.4313   |
| 0.0026        | 1499.0 | 29980 | 4.3098          | 0.45     |
| 0.0025        | 1500.0 | 30000 | 4.4252          | 0.4313   |
| 0.0025        | 1501.0 | 30020 | 4.3304          | 0.4688   |
| 0.0025        | 1502.0 | 30040 | 3.8677          | 0.475    |
| 0.0025        | 1503.0 | 30060 | 4.5101          | 0.45     |
| 0.0025        | 1504.0 | 30080 | 4.2917          | 0.475    |
| 0.0025        | 1505.0 | 30100 | 4.0925          | 0.5      |
| 0.0025        | 1506.0 | 30120 | 4.2633          | 0.4625   |
| 0.0025        | 1507.0 | 30140 | 4.5923          | 0.3937   |
| 0.0025        | 1508.0 | 30160 | 4.1790          | 0.4813   |
| 0.0025        | 1509.0 | 30180 | 4.3062          | 0.4437   |
| 0.0025        | 1510.0 | 30200 | 4.3895          | 0.4625   |
| 0.0025        | 1511.0 | 30220 | 4.4050          | 0.4375   |
| 0.0025        | 1512.0 | 30240 | 4.4463          | 0.4437   |
| 0.0025        | 1513.0 | 30260 | 4.2655          | 0.4562   |
| 0.0025        | 1514.0 | 30280 | 4.5113          | 0.4188   |
| 0.0025        | 1515.0 | 30300 | 4.4733          | 0.4313   |
| 0.0025        | 1516.0 | 30320 | 3.8330          | 0.4813   |
| 0.0025        | 1517.0 | 30340 | 4.7263          | 0.4313   |
| 0.0025        | 1518.0 | 30360 | 4.4315          | 0.4938   |
| 0.0025        | 1519.0 | 30380 | 4.2176          | 0.4562   |
| 0.0025        | 1520.0 | 30400 | 4.6525          | 0.4375   |
| 0.0025        | 1521.0 | 30420 | 4.2727          | 0.475    |
| 0.0025        | 1522.0 | 30440 | 4.4324          | 0.4313   |
| 0.0025        | 1523.0 | 30460 | 4.0951          | 0.4813   |
| 0.0025        | 1524.0 | 30480 | 4.3070          | 0.45     |
| 0.0019        | 1525.0 | 30500 | 4.5643          | 0.4313   |
| 0.0019        | 1526.0 | 30520 | 4.5648          | 0.4437   |
| 0.0019        | 1527.0 | 30540 | 4.4071          | 0.4875   |
| 0.0019        | 1528.0 | 30560 | 4.3227          | 0.45     |
| 0.0019        | 1529.0 | 30580 | 4.3231          | 0.4313   |
| 0.0019        | 1530.0 | 30600 | 4.3692          | 0.4562   |
| 0.0019        | 1531.0 | 30620 | 4.2906          | 0.45     |
| 0.0019        | 1532.0 | 30640 | 4.5257          | 0.4562   |
| 0.0019        | 1533.0 | 30660 | 4.0816          | 0.5062   |
| 0.0019        | 1534.0 | 30680 | 4.2669          | 0.475    |
| 0.0019        | 1535.0 | 30700 | 4.3389          | 0.45     |
| 0.0019        | 1536.0 | 30720 | 4.5157          | 0.4437   |
| 0.0019        | 1537.0 | 30740 | 4.5335          | 0.4125   |
| 0.0019        | 1538.0 | 30760 | 4.6383          | 0.4313   |
| 0.0019        | 1539.0 | 30780 | 4.4200          | 0.4625   |
| 0.0019        | 1540.0 | 30800 | 4.7220          | 0.4188   |
| 0.0019        | 1541.0 | 30820 | 4.5910          | 0.4437   |
| 0.0019        | 1542.0 | 30840 | 4.3930          | 0.4625   |
| 0.0019        | 1543.0 | 30860 | 4.9735          | 0.4437   |
| 0.0019        | 1544.0 | 30880 | 4.3468          | 0.4625   |
| 0.0019        | 1545.0 | 30900 | 4.5650          | 0.4375   |
| 0.0019        | 1546.0 | 30920 | 4.1838          | 0.4875   |
| 0.0019        | 1547.0 | 30940 | 4.0840          | 0.5      |
| 0.0019        | 1548.0 | 30960 | 4.3277          | 0.45     |
| 0.0019        | 1549.0 | 30980 | 4.3307          | 0.4625   |
| 0.0016        | 1550.0 | 31000 | 4.3614          | 0.4562   |
| 0.0016        | 1551.0 | 31020 | 4.6165          | 0.4688   |
| 0.0016        | 1552.0 | 31040 | 4.2869          | 0.4688   |
| 0.0016        | 1553.0 | 31060 | 4.2702          | 0.4625   |
| 0.0016        | 1554.0 | 31080 | 4.4601          | 0.4313   |
| 0.0016        | 1555.0 | 31100 | 4.5710          | 0.4313   |
| 0.0016        | 1556.0 | 31120 | 4.3046          | 0.4938   |
| 0.0016        | 1557.0 | 31140 | 4.1652          | 0.475    |
| 0.0016        | 1558.0 | 31160 | 4.6377          | 0.4437   |
| 0.0016        | 1559.0 | 31180 | 4.3610          | 0.4437   |
| 0.0016        | 1560.0 | 31200 | 4.6170          | 0.4437   |
| 0.0016        | 1561.0 | 31220 | 4.2707          | 0.4562   |
| 0.0016        | 1562.0 | 31240 | 4.2761          | 0.4562   |
| 0.0016        | 1563.0 | 31260 | 4.3194          | 0.475    |
| 0.0016        | 1564.0 | 31280 | 4.6388          | 0.4375   |
| 0.0016        | 1565.0 | 31300 | 4.5400          | 0.4437   |
| 0.0016        | 1566.0 | 31320 | 4.4643          | 0.4313   |
| 0.0016        | 1567.0 | 31340 | 4.6021          | 0.4375   |
| 0.0016        | 1568.0 | 31360 | 4.0558          | 0.5062   |
| 0.0016        | 1569.0 | 31380 | 4.6864          | 0.4375   |
| 0.0016        | 1570.0 | 31400 | 4.2718          | 0.4875   |
| 0.0016        | 1571.0 | 31420 | 4.0325          | 0.4813   |
| 0.0016        | 1572.0 | 31440 | 4.6681          | 0.425    |
| 0.0016        | 1573.0 | 31460 | 4.4754          | 0.4375   |
| 0.0016        | 1574.0 | 31480 | 4.2154          | 0.4875   |
| 0.0013        | 1575.0 | 31500 | 4.4831          | 0.4813   |
| 0.0013        | 1576.0 | 31520 | 4.4490          | 0.4188   |
| 0.0013        | 1577.0 | 31540 | 4.0212          | 0.475    |
| 0.0013        | 1578.0 | 31560 | 4.7327          | 0.4188   |
| 0.0013        | 1579.0 | 31580 | 4.3368          | 0.4938   |
| 0.0013        | 1580.0 | 31600 | 4.2732          | 0.4688   |
| 0.0013        | 1581.0 | 31620 | 4.2364          | 0.4688   |
| 0.0013        | 1582.0 | 31640 | 4.6014          | 0.4562   |
| 0.0013        | 1583.0 | 31660 | 4.1667          | 0.4688   |
| 0.0013        | 1584.0 | 31680 | 4.4035          | 0.4125   |
| 0.0013        | 1585.0 | 31700 | 4.5489          | 0.425    |
| 0.0013        | 1586.0 | 31720 | 4.6498          | 0.4437   |
| 0.0013        | 1587.0 | 31740 | 4.8348          | 0.4125   |
| 0.0013        | 1588.0 | 31760 | 4.8007          | 0.4188   |
| 0.0013        | 1589.0 | 31780 | 4.6276          | 0.4313   |
| 0.0013        | 1590.0 | 31800 | 4.4480          | 0.4562   |
| 0.0013        | 1591.0 | 31820 | 4.3330          | 0.4938   |
| 0.0013        | 1592.0 | 31840 | 4.5177          | 0.45     |
| 0.0013        | 1593.0 | 31860 | 4.5623          | 0.4313   |
| 0.0013        | 1594.0 | 31880 | 4.5241          | 0.4313   |
| 0.0013        | 1595.0 | 31900 | 4.2408          | 0.4813   |
| 0.0013        | 1596.0 | 31920 | 4.5973          | 0.4562   |
| 0.0013        | 1597.0 | 31940 | 4.3464          | 0.4562   |
| 0.0013        | 1598.0 | 31960 | 4.2892          | 0.4813   |
| 0.0013        | 1599.0 | 31980 | 4.7553          | 0.45     |
| 0.0015        | 1600.0 | 32000 | 4.3816          | 0.4625   |
| 0.0015        | 1601.0 | 32020 | 4.0371          | 0.4562   |
| 0.0015        | 1602.0 | 32040 | 4.4789          | 0.4562   |
| 0.0015        | 1603.0 | 32060 | 4.3964          | 0.4562   |
| 0.0015        | 1604.0 | 32080 | 4.3599          | 0.4875   |
| 0.0015        | 1605.0 | 32100 | 4.4273          | 0.4437   |
| 0.0015        | 1606.0 | 32120 | 4.4574          | 0.4188   |
| 0.0015        | 1607.0 | 32140 | 4.6224          | 0.4188   |
| 0.0015        | 1608.0 | 32160 | 4.6909          | 0.4125   |
| 0.0015        | 1609.0 | 32180 | 4.2839          | 0.4875   |
| 0.0015        | 1610.0 | 32200 | 3.9676          | 0.475    |
| 0.0015        | 1611.0 | 32220 | 4.4378          | 0.4188   |
| 0.0015        | 1612.0 | 32240 | 4.5865          | 0.4125   |
| 0.0015        | 1613.0 | 32260 | 4.4135          | 0.4562   |
| 0.0015        | 1614.0 | 32280 | 4.5082          | 0.4      |
| 0.0015        | 1615.0 | 32300 | 4.6285          | 0.4688   |
| 0.0015        | 1616.0 | 32320 | 4.4791          | 0.4313   |
| 0.0015        | 1617.0 | 32340 | 4.3933          | 0.4437   |
| 0.0015        | 1618.0 | 32360 | 4.1143          | 0.4813   |
| 0.0015        | 1619.0 | 32380 | 4.6263          | 0.4625   |
| 0.0015        | 1620.0 | 32400 | 4.5090          | 0.45     |
| 0.0015        | 1621.0 | 32420 | 4.4287          | 0.4125   |
| 0.0015        | 1622.0 | 32440 | 4.2223          | 0.475    |
| 0.0015        | 1623.0 | 32460 | 4.2725          | 0.4562   |
| 0.0015        | 1624.0 | 32480 | 4.6868          | 0.4437   |
| 0.0022        | 1625.0 | 32500 | 4.6212          | 0.4437   |
| 0.0022        | 1626.0 | 32520 | 4.4467          | 0.4625   |
| 0.0022        | 1627.0 | 32540 | 4.3089          | 0.4375   |
| 0.0022        | 1628.0 | 32560 | 4.2400          | 0.45     |
| 0.0022        | 1629.0 | 32580 | 4.3407          | 0.4562   |
| 0.0022        | 1630.0 | 32600 | 4.5160          | 0.4562   |
| 0.0022        | 1631.0 | 32620 | 4.5982          | 0.45     |
| 0.0022        | 1632.0 | 32640 | 4.4638          | 0.4562   |
| 0.0022        | 1633.0 | 32660 | 4.6747          | 0.4437   |
| 0.0022        | 1634.0 | 32680 | 4.2824          | 0.4938   |
| 0.0022        | 1635.0 | 32700 | 4.2233          | 0.4813   |
| 0.0022        | 1636.0 | 32720 | 4.4440          | 0.4437   |
| 0.0022        | 1637.0 | 32740 | 4.2740          | 0.475    |
| 0.0022        | 1638.0 | 32760 | 4.3305          | 0.475    |
| 0.0022        | 1639.0 | 32780 | 4.5131          | 0.4625   |
| 0.0022        | 1640.0 | 32800 | 4.5028          | 0.4437   |
| 0.0022        | 1641.0 | 32820 | 4.6719          | 0.425    |
| 0.0022        | 1642.0 | 32840 | 4.4644          | 0.45     |
| 0.0022        | 1643.0 | 32860 | 4.7180          | 0.4375   |
| 0.0022        | 1644.0 | 32880 | 4.3079          | 0.4813   |
| 0.0022        | 1645.0 | 32900 | 4.8204          | 0.4125   |
| 0.0022        | 1646.0 | 32920 | 4.4273          | 0.45     |
| 0.0022        | 1647.0 | 32940 | 4.2365          | 0.4562   |
| 0.0022        | 1648.0 | 32960 | 4.6742          | 0.4125   |
| 0.0022        | 1649.0 | 32980 | 4.5800          | 0.4      |
| 0.0014        | 1650.0 | 33000 | 4.7730          | 0.425    |
| 0.0014        | 1651.0 | 33020 | 4.6168          | 0.3937   |
| 0.0014        | 1652.0 | 33040 | 4.1284          | 0.4938   |
| 0.0014        | 1653.0 | 33060 | 4.6796          | 0.45     |
| 0.0014        | 1654.0 | 33080 | 4.4669          | 0.45     |
| 0.0014        | 1655.0 | 33100 | 4.6533          | 0.4437   |
| 0.0014        | 1656.0 | 33120 | 4.7979          | 0.4562   |
| 0.0014        | 1657.0 | 33140 | 4.5899          | 0.4188   |
| 0.0014        | 1658.0 | 33160 | 4.6176          | 0.425    |
| 0.0014        | 1659.0 | 33180 | 4.4801          | 0.4375   |
| 0.0014        | 1660.0 | 33200 | 4.1640          | 0.4938   |
| 0.0014        | 1661.0 | 33220 | 4.4814          | 0.4437   |
| 0.0014        | 1662.0 | 33240 | 4.9197          | 0.4      |
| 0.0014        | 1663.0 | 33260 | 4.9488          | 0.4188   |
| 0.0014        | 1664.0 | 33280 | 4.7382          | 0.4125   |
| 0.0014        | 1665.0 | 33300 | 4.4478          | 0.4437   |
| 0.0014        | 1666.0 | 33320 | 4.9659          | 0.3812   |
| 0.0014        | 1667.0 | 33340 | 4.4009          | 0.4313   |
| 0.0014        | 1668.0 | 33360 | 4.9179          | 0.3875   |
| 0.0014        | 1669.0 | 33380 | 4.5327          | 0.425    |
| 0.0014        | 1670.0 | 33400 | 4.4089          | 0.4562   |
| 0.0014        | 1671.0 | 33420 | 4.6526          | 0.45     |
| 0.0014        | 1672.0 | 33440 | 4.6015          | 0.4313   |
| 0.0014        | 1673.0 | 33460 | 4.7429          | 0.4062   |
| 0.0014        | 1674.0 | 33480 | 4.5765          | 0.4125   |
| 0.0027        | 1675.0 | 33500 | 4.0842          | 0.5      |
| 0.0027        | 1676.0 | 33520 | 4.4751          | 0.425    |
| 0.0027        | 1677.0 | 33540 | 4.5877          | 0.4188   |
| 0.0027        | 1678.0 | 33560 | 4.2513          | 0.4938   |
| 0.0027        | 1679.0 | 33580 | 4.5077          | 0.4625   |
| 0.0027        | 1680.0 | 33600 | 4.6122          | 0.4437   |
| 0.0027        | 1681.0 | 33620 | 4.9284          | 0.3812   |
| 0.0027        | 1682.0 | 33640 | 4.6758          | 0.425    |
| 0.0027        | 1683.0 | 33660 | 4.8483          | 0.425    |
| 0.0027        | 1684.0 | 33680 | 4.6702          | 0.4125   |
| 0.0027        | 1685.0 | 33700 | 4.3942          | 0.45     |
| 0.0027        | 1686.0 | 33720 | 4.4706          | 0.45     |
| 0.0027        | 1687.0 | 33740 | 4.9632          | 0.4062   |
| 0.0027        | 1688.0 | 33760 | 4.8766          | 0.3937   |
| 0.0027        | 1689.0 | 33780 | 4.5525          | 0.4375   |
| 0.0027        | 1690.0 | 33800 | 4.0650          | 0.4813   |
| 0.0027        | 1691.0 | 33820 | 4.6886          | 0.4437   |
| 0.0027        | 1692.0 | 33840 | 4.8246          | 0.3812   |
| 0.0027        | 1693.0 | 33860 | 4.3335          | 0.475    |
| 0.0027        | 1694.0 | 33880 | 4.5089          | 0.4625   |
| 0.0027        | 1695.0 | 33900 | 4.3285          | 0.5      |
| 0.0027        | 1696.0 | 33920 | 4.3155          | 0.4562   |
| 0.0027        | 1697.0 | 33940 | 4.5403          | 0.45     |
| 0.0027        | 1698.0 | 33960 | 4.3399          | 0.475    |
| 0.0027        | 1699.0 | 33980 | 4.6765          | 0.45     |
| 0.002         | 1700.0 | 34000 | 4.5127          | 0.4125   |
| 0.002         | 1701.0 | 34020 | 4.6507          | 0.4062   |
| 0.002         | 1702.0 | 34040 | 4.5099          | 0.4313   |
| 0.002         | 1703.0 | 34060 | 4.3625          | 0.45     |
| 0.002         | 1704.0 | 34080 | 4.4734          | 0.4313   |
| 0.002         | 1705.0 | 34100 | 4.7544          | 0.4125   |
| 0.002         | 1706.0 | 34120 | 4.6264          | 0.4562   |
| 0.002         | 1707.0 | 34140 | 4.6009          | 0.4437   |
| 0.002         | 1708.0 | 34160 | 4.6268          | 0.4062   |
| 0.002         | 1709.0 | 34180 | 4.7449          | 0.4188   |
| 0.002         | 1710.0 | 34200 | 4.3802          | 0.4437   |
| 0.002         | 1711.0 | 34220 | 4.4215          | 0.4437   |
| 0.002         | 1712.0 | 34240 | 4.5731          | 0.45     |
| 0.002         | 1713.0 | 34260 | 4.9782          | 0.4062   |
| 0.002         | 1714.0 | 34280 | 4.6929          | 0.4125   |
| 0.002         | 1715.0 | 34300 | 4.3126          | 0.4688   |
| 0.002         | 1716.0 | 34320 | 4.7460          | 0.4313   |
| 0.002         | 1717.0 | 34340 | 4.6794          | 0.4437   |
| 0.002         | 1718.0 | 34360 | 4.3370          | 0.4688   |
| 0.002         | 1719.0 | 34380 | 4.7685          | 0.4062   |
| 0.002         | 1720.0 | 34400 | 4.4110          | 0.4625   |
| 0.002         | 1721.0 | 34420 | 4.5291          | 0.4375   |
| 0.002         | 1722.0 | 34440 | 4.3143          | 0.425    |
| 0.002         | 1723.0 | 34460 | 4.3935          | 0.45     |
| 0.002         | 1724.0 | 34480 | 4.6783          | 0.4437   |
| 0.0015        | 1725.0 | 34500 | 4.1125          | 0.4688   |
| 0.0015        | 1726.0 | 34520 | 4.4470          | 0.4562   |
| 0.0015        | 1727.0 | 34540 | 4.5772          | 0.425    |
| 0.0015        | 1728.0 | 34560 | 4.2445          | 0.475    |
| 0.0015        | 1729.0 | 34580 | 4.2929          | 0.4688   |
| 0.0015        | 1730.0 | 34600 | 4.7872          | 0.4062   |
| 0.0015        | 1731.0 | 34620 | 4.5864          | 0.4437   |
| 0.0015        | 1732.0 | 34640 | 4.3213          | 0.4562   |
| 0.0015        | 1733.0 | 34660 | 4.5169          | 0.4437   |
| 0.0015        | 1734.0 | 34680 | 4.3125          | 0.4625   |
| 0.0015        | 1735.0 | 34700 | 4.3828          | 0.4625   |
| 0.0015        | 1736.0 | 34720 | 4.4733          | 0.425    |
| 0.0015        | 1737.0 | 34740 | 4.0950          | 0.4813   |
| 0.0015        | 1738.0 | 34760 | 4.4559          | 0.45     |
| 0.0015        | 1739.0 | 34780 | 4.6733          | 0.4      |
| 0.0015        | 1740.0 | 34800 | 4.2444          | 0.425    |
| 0.0015        | 1741.0 | 34820 | 4.6119          | 0.4625   |
| 0.0015        | 1742.0 | 34840 | 4.1588          | 0.4625   |
| 0.0015        | 1743.0 | 34860 | 4.5513          | 0.425    |
| 0.0015        | 1744.0 | 34880 | 4.6133          | 0.425    |
| 0.0015        | 1745.0 | 34900 | 4.4339          | 0.4688   |
| 0.0015        | 1746.0 | 34920 | 4.4911          | 0.4625   |
| 0.0015        | 1747.0 | 34940 | 4.5370          | 0.425    |
| 0.0015        | 1748.0 | 34960 | 4.7383          | 0.45     |
| 0.0015        | 1749.0 | 34980 | 4.6910          | 0.4188   |
| 0.0012        | 1750.0 | 35000 | 4.6374          | 0.45     |
| 0.0012        | 1751.0 | 35020 | 4.1947          | 0.4688   |
| 0.0012        | 1752.0 | 35040 | 4.6004          | 0.4562   |
| 0.0012        | 1753.0 | 35060 | 4.3796          | 0.4688   |
| 0.0012        | 1754.0 | 35080 | 4.5310          | 0.4375   |
| 0.0012        | 1755.0 | 35100 | 4.1911          | 0.4188   |
| 0.0012        | 1756.0 | 35120 | 4.6794          | 0.4375   |
| 0.0012        | 1757.0 | 35140 | 4.4804          | 0.45     |
| 0.0012        | 1758.0 | 35160 | 4.7100          | 0.4125   |
| 0.0012        | 1759.0 | 35180 | 4.6138          | 0.4188   |
| 0.0012        | 1760.0 | 35200 | 4.3054          | 0.4688   |
| 0.0012        | 1761.0 | 35220 | 4.5865          | 0.4      |
| 0.0012        | 1762.0 | 35240 | 4.4759          | 0.4625   |
| 0.0012        | 1763.0 | 35260 | 4.5921          | 0.4437   |
| 0.0012        | 1764.0 | 35280 | 4.2419          | 0.4562   |
| 0.0012        | 1765.0 | 35300 | 4.7745          | 0.4062   |
| 0.0012        | 1766.0 | 35320 | 4.4570          | 0.45     |
| 0.0012        | 1767.0 | 35340 | 4.5788          | 0.4      |
| 0.0012        | 1768.0 | 35360 | 4.4847          | 0.4688   |
| 0.0012        | 1769.0 | 35380 | 4.3006          | 0.4562   |
| 0.0012        | 1770.0 | 35400 | 4.7197          | 0.4188   |
| 0.0012        | 1771.0 | 35420 | 4.5979          | 0.4375   |
| 0.0012        | 1772.0 | 35440 | 4.5722          | 0.4437   |
| 0.0012        | 1773.0 | 35460 | 4.2994          | 0.4562   |
| 0.0012        | 1774.0 | 35480 | 4.8098          | 0.3937   |
| 0.0017        | 1775.0 | 35500 | 4.5114          | 0.45     |
| 0.0017        | 1776.0 | 35520 | 4.5021          | 0.4562   |
| 0.0017        | 1777.0 | 35540 | 4.1614          | 0.4938   |
| 0.0017        | 1778.0 | 35560 | 4.7056          | 0.4437   |
| 0.0017        | 1779.0 | 35580 | 4.8137          | 0.4125   |
| 0.0017        | 1780.0 | 35600 | 4.5691          | 0.4313   |
| 0.0017        | 1781.0 | 35620 | 4.6427          | 0.4375   |
| 0.0017        | 1782.0 | 35640 | 4.8854          | 0.4      |
| 0.0017        | 1783.0 | 35660 | 4.5171          | 0.4      |
| 0.0017        | 1784.0 | 35680 | 4.6535          | 0.45     |
| 0.0017        | 1785.0 | 35700 | 4.5889          | 0.45     |
| 0.0017        | 1786.0 | 35720 | 4.5938          | 0.4125   |
| 0.0017        | 1787.0 | 35740 | 4.4902          | 0.4562   |
| 0.0017        | 1788.0 | 35760 | 4.7832          | 0.4437   |
| 0.0017        | 1789.0 | 35780 | 4.3620          | 0.4688   |
| 0.0017        | 1790.0 | 35800 | 4.4779          | 0.4562   |
| 0.0017        | 1791.0 | 35820 | 4.7021          | 0.4313   |
| 0.0017        | 1792.0 | 35840 | 4.5891          | 0.4188   |
| 0.0017        | 1793.0 | 35860 | 4.6035          | 0.4437   |
| 0.0017        | 1794.0 | 35880 | 4.9130          | 0.3937   |
| 0.0017        | 1795.0 | 35900 | 4.7592          | 0.425    |
| 0.0017        | 1796.0 | 35920 | 4.5612          | 0.4313   |
| 0.0017        | 1797.0 | 35940 | 4.5902          | 0.4313   |
| 0.0017        | 1798.0 | 35960 | 4.7170          | 0.3875   |
| 0.0017        | 1799.0 | 35980 | 4.9191          | 0.3937   |
| 0.0013        | 1800.0 | 36000 | 4.2995          | 0.4562   |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.3.0
- Datasets 2.15.0
- Tokenizers 0.15.1

anger contempt disgust fear happy neutral sad surprise