---
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr-9
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# detr-9

This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9548

## 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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step   | Validation Loss |
|:-------------:|:------:|:------:|:---------------:|
| No log        | 0.68   | 100    | 3.2412          |
| 3.9658        | 1.36   | 200    | 3.0423          |
| 3.063         | 2.04   | 300    | 2.8348          |
| 3.063         | 2.72   | 400    | 2.8693          |
| 2.8954        | 3.4    | 500    | 2.6293          |
| 2.7743        | 4.08   | 600    | 2.6178          |
| 2.7743        | 4.76   | 700    | 2.5513          |
| 2.6323        | 5.44   | 800    | 2.5795          |
| 2.6396        | 6.12   | 900    | 2.3751          |
| 2.6396        | 6.8    | 1000   | 2.3357          |
| 2.4932        | 7.48   | 1100   | 2.3184          |
| 2.4299        | 8.16   | 1200   | 2.2754          |
| 2.4299        | 8.84   | 1300   | 2.2419          |
| 2.3508        | 9.52   | 1400   | 2.1568          |
| 2.2593        | 10.2   | 1500   | 2.1253          |
| 2.2593        | 10.88  | 1600   | 2.1364          |
| 2.2376        | 11.56  | 1700   | 2.1320          |
| 2.1749        | 12.24  | 1800   | 2.0464          |
| 2.1749        | 12.93  | 1900   | 2.0201          |
| 2.0878        | 13.61  | 2000   | 2.1603          |
| 2.0701        | 14.29  | 2100   | 1.9910          |
| 2.0701        | 14.97  | 2200   | 1.9665          |
| 2.007         | 15.65  | 2300   | 1.8944          |
| 1.9432        | 16.33  | 2400   | 1.8717          |
| 1.9552        | 17.01  | 2500   | 1.9168          |
| 1.9552        | 17.69  | 2600   | 1.8580          |
| 1.905         | 18.37  | 2700   | 1.8306          |
| 1.8821        | 19.05  | 2800   | 1.8386          |
| 1.8821        | 19.73  | 2900   | 1.8215          |
| 1.8569        | 20.41  | 3000   | 1.7825          |
| 1.8083        | 21.09  | 3100   | 1.7335          |
| 1.8083        | 21.77  | 3200   | 1.7117          |
| 1.7617        | 22.45  | 3300   | 1.7170          |
| 1.7304        | 23.13  | 3400   | 1.7235          |
| 1.7304        | 23.81  | 3500   | 1.6907          |
| 1.7165        | 24.49  | 3600   | 1.6281          |
| 1.6793        | 25.17  | 3700   | 1.5950          |
| 1.6793        | 25.85  | 3800   | 1.5856          |
| 1.656         | 26.53  | 3900   | 1.6097          |
| 1.6229        | 27.21  | 4000   | 1.5895          |
| 1.6229        | 27.89  | 4100   | 1.6217          |
| 1.6292        | 28.57  | 4200   | 1.5542          |
| 1.5697        | 29.25  | 4300   | 1.6426          |
| 1.5697        | 29.93  | 4400   | 1.6292          |
| 1.6189        | 30.61  | 4500   | 1.5757          |
| 1.573         | 31.29  | 4600   | 1.5476          |
| 1.573         | 31.97  | 4700   | 1.5437          |
| 1.5273        | 32.65  | 4800   | 1.5518          |
| 1.5054        | 33.33  | 4900   | 1.4695          |
| 1.4757        | 34.01  | 5000   | 1.5011          |
| 1.4757        | 34.69  | 5100   | 1.4744          |
| 1.4538        | 35.37  | 5200   | 1.4481          |
| 1.4319        | 36.05  | 5300   | 1.4195          |
| 1.4319        | 36.73  | 5400   | 1.5335          |
| 1.3979        | 37.41  | 5500   | 1.3619          |
| 1.3775        | 38.1   | 5600   | 1.4305          |
| 1.3775        | 38.78  | 5700   | 1.3961          |
| 1.3914        | 39.46  | 5800   | 1.3965          |
| 1.3373        | 40.14  | 5900   | 1.3740          |
| 1.3373        | 40.82  | 6000   | 1.4195          |
| 1.3315        | 41.5   | 6100   | 1.4008          |
| 1.3288        | 42.18  | 6200   | 1.3568          |
| 1.3288        | 42.86  | 6300   | 1.3631          |
| 1.2927        | 43.54  | 6400   | 1.3045          |
| 1.2694        | 44.22  | 6500   | 1.3606          |
| 1.2694        | 44.9   | 6600   | 1.3045          |
| 1.2487        | 45.58  | 6700   | 1.3688          |
| 1.2544        | 46.26  | 6800   | 1.2831          |
| 1.2544        | 46.94  | 6900   | 1.2673          |
| 1.2359        | 47.62  | 7000   | 1.2622          |
| 1.2207        | 48.3   | 7100   | 1.2208          |
| 1.2207        | 48.98  | 7200   | 1.2399          |
| 1.2011        | 49.66  | 7300   | 1.2899          |
| 1.1915        | 50.34  | 7400   | 1.2599          |
| 1.1742        | 51.02  | 7500   | 1.1938          |
| 1.1742        | 51.7   | 7600   | 1.2566          |
| 1.1587        | 52.38  | 7700   | 1.1858          |
| 1.1431        | 53.06  | 7800   | 1.2510          |
| 1.1431        | 53.74  | 7900   | 1.1766          |
| 1.1473        | 54.42  | 8000   | 1.1920          |
| 1.1406        | 55.1   | 8100   | 1.3181          |
| 1.1406        | 55.78  | 8200   | 1.2287          |
| 1.1288        | 56.46  | 8300   | 1.1828          |
| 1.1058        | 57.14  | 8400   | 1.3380          |
| 1.1058        | 57.82  | 8500   | 1.3039          |
| 1.1011        | 58.5   | 8600   | 1.1949          |
| 1.0685        | 59.18  | 8700   | 1.1771          |
| 1.0685        | 59.86  | 8800   | 1.1391          |
| 1.077         | 60.54  | 8900   | 1.1271          |
| 1.0787        | 61.22  | 9000   | 1.1005          |
| 1.0787        | 61.9   | 9100   | 1.1096          |
| 1.0493        | 62.59  | 9200   | 1.1689          |
| 1.0428        | 63.27  | 9300   | 1.1353          |
| 1.0428        | 63.95  | 9400   | 1.1348          |
| 1.1068        | 64.63  | 9500   | 1.1882          |
| 1.0131        | 65.31  | 9600   | 1.2055          |
| 1.0131        | 65.99  | 9700   | 1.0887          |
| 1.0127        | 66.67  | 9800   | 1.1398          |
| 1.0163        | 67.35  | 9900   | 1.0899          |
| 1.0039        | 68.03  | 10000  | 1.0990          |
| 1.0039        | 68.71  | 10100  | 1.1135          |
| 1.0104        | 69.39  | 10200  | 1.1319          |
| 1.0014        | 70.07  | 10300  | 1.1386          |
| 1.0014        | 70.75  | 10400  | 1.1442          |
| 0.9976        | 71.43  | 10500  | 1.2050          |
| 0.9616        | 72.11  | 10600  | 1.0659          |
| 0.9616        | 72.79  | 10700  | 1.1428          |
| 0.9801        | 73.47  | 10800  | 1.1244          |
| 0.9548        | 74.15  | 10900  | 1.1127          |
| 0.9548        | 74.83  | 11000  | 1.1491          |
| 0.9669        | 75.51  | 11100  | 1.0919          |
| 0.9556        | 76.19  | 11200  | 1.1382          |
| 0.9556        | 76.87  | 11300  | 1.1156          |
| 0.919         | 77.55  | 11400  | 1.0326          |
| 0.9121        | 78.23  | 11500  | 1.1168          |
| 0.9121        | 78.91  | 11600  | 1.1301          |
| 0.9038        | 79.59  | 11700  | 1.1149          |
| 0.8933        | 80.27  | 11800  | 1.0959          |
| 0.8933        | 80.95  | 11900  | 1.1232          |
| 0.8999        | 81.63  | 12000  | 1.0805          |
| 0.8931        | 82.31  | 12100  | 1.1335          |
| 0.8931        | 82.99  | 12200  | 1.1315          |
| 0.8815        | 83.67  | 12300  | 1.0665          |
| 0.8694        | 84.35  | 12400  | 1.0750          |
| 0.8793        | 85.03  | 12500  | 1.0751          |
| 0.8793        | 85.71  | 12600  | 1.0839          |
| 0.9073        | 86.39  | 12700  | 1.1007          |
| 0.8811        | 87.07  | 12800  | 1.0817          |
| 0.8811        | 87.76  | 12900  | 1.0797          |
| 0.8407        | 88.44  | 13000  | 1.1029          |
| 0.8772        | 89.12  | 13100  | 1.0542          |
| 0.8772        | 89.8   | 13200  | 1.0271          |
| 0.8447        | 90.48  | 13300  | 1.0275          |
| 0.8392        | 91.16  | 13400  | 0.9989          |
| 0.8392        | 91.84  | 13500  | 1.0119          |
| 0.8329        | 92.52  | 13600  | 1.0015          |
| 0.8392        | 93.2   | 13700  | 1.0249          |
| 0.8392        | 93.88  | 13800  | 1.0294          |
| 0.8175        | 94.56  | 13900  | 1.0980          |
| 0.8401        | 95.24  | 14000  | 1.0724          |
| 0.8401        | 95.92  | 14100  | 1.0085          |
| 0.8262        | 96.6   | 14200  | 1.0564          |
| 0.8007        | 97.28  | 14300  | 1.0666          |
| 0.8007        | 97.96  | 14400  | 1.0119          |
| 0.8013        | 98.64  | 14500  | 1.1449          |
| 0.7966        | 99.32  | 14600  | 1.0698          |
| 0.7966        | 100.0  | 14700  | 1.0514          |
| 0.7963        | 100.68 | 14800  | 0.9480          |
| 0.7939        | 101.36 | 14900  | 0.9131          |
| 0.7782        | 102.04 | 15000  | 0.9641          |
| 0.7782        | 102.72 | 15100  | 0.9714          |
| 0.7767        | 103.4  | 15200  | 1.0656          |
| 0.7762        | 104.08 | 15300  | 1.0194          |
| 0.7762        | 104.76 | 15400  | 1.0062          |
| 0.7929        | 105.44 | 15500  | 1.0862          |
| 0.7757        | 106.12 | 15600  | 1.0567          |
| 0.7757        | 106.8  | 15700  | 0.9659          |
| 0.7799        | 107.48 | 15800  | 0.9637          |
| 0.7736        | 108.16 | 15900  | 0.9711          |
| 0.7736        | 108.84 | 16000  | 1.0166          |
| 0.7483        | 109.52 | 16100  | 1.0213          |
| 0.7381        | 110.2  | 16200  | 0.9550          |
| 0.7381        | 110.88 | 16300  | 0.9763          |
| 0.7287        | 111.56 | 16400  | 0.9390          |
| 0.7327        | 112.24 | 16500  | 1.0193          |
| 0.7327        | 112.93 | 16600  | 0.9088          |
| 0.7377        | 113.61 | 16700  | 0.9728          |
| 0.7109        | 114.29 | 16800  | 1.0400          |
| 0.7109        | 114.97 | 16900  | 1.0058          |
| 0.717         | 115.65 | 17000  | 0.9745          |
| 0.7187        | 116.33 | 17100  | 1.0387          |
| 0.7097        | 117.01 | 17200  | 0.9599          |
| 0.7097        | 117.69 | 17300  | 1.0639          |
| 0.7072        | 118.37 | 17400  | 1.0272          |
| 0.7124        | 119.05 | 17500  | 0.9891          |
| 0.7124        | 119.73 | 17600  | 0.9851          |
| 0.6856        | 120.41 | 17700  | 0.9980          |
| 0.6781        | 121.09 | 17800  | 1.0234          |
| 0.6781        | 121.77 | 17900  | 1.0307          |
| 0.6827        | 122.45 | 18000  | 0.9978          |
| 0.6793        | 123.13 | 18100  | 0.9692          |
| 0.6793        | 123.81 | 18200  | 0.9417          |
| 0.6867        | 124.49 | 18300  | 0.9869          |
| 0.6744        | 125.17 | 18400  | 0.9923          |
| 0.6744        | 125.85 | 18500  | 0.9756          |
| 0.6593        | 126.53 | 18600  | 0.9938          |
| 0.6488        | 127.21 | 18700  | 0.9382          |
| 0.6488        | 127.89 | 18800  | 0.9534          |
| 0.644         | 128.57 | 18900  | 0.9072          |
| 0.6725        | 129.25 | 19000  | 1.0747          |
| 0.6725        | 129.93 | 19100  | 0.9569          |
| 0.656         | 130.61 | 19200  | 0.9673          |
| 0.6653        | 131.29 | 19300  | 0.9582          |
| 0.6653        | 131.97 | 19400  | 0.9470          |
| 0.6719        | 132.65 | 19500  | 0.9331          |
| 0.6665        | 133.33 | 19600  | 0.9860          |
| 0.6533        | 134.01 | 19700  | 1.0467          |
| 0.6533        | 134.69 | 19800  | 1.0140          |
| 0.6489        | 135.37 | 19900  | 0.9366          |
| 0.6546        | 136.05 | 20000  | 0.9923          |
| 0.6546        | 136.73 | 20100  | 1.1226          |
| 0.6501        | 137.41 | 20200  | 0.9184          |
| 0.6487        | 138.1  | 20300  | 1.0354          |
| 0.6487        | 138.78 | 20400  | 1.0149          |
| 0.6462        | 139.46 | 20500  | 0.9540          |
| 0.6413        | 140.14 | 20600  | 1.0019          |
| 0.6413        | 140.82 | 20700  | 0.9481          |
| 0.6563        | 141.5  | 20800  | 0.9663          |
| 0.6485        | 142.18 | 20900  | 0.9496          |
| 0.6485        | 142.86 | 21000  | 0.9743          |
| 0.6489        | 143.54 | 21100  | 1.0144          |
| 0.6493        | 144.22 | 21200  | 0.9667          |
| 0.6493        | 144.9  | 21300  | 0.9665          |
| 0.6385        | 145.58 | 21400  | 1.0027          |
| 0.6337        | 146.26 | 21500  | 0.9546          |
| 0.6337        | 146.94 | 21600  | 1.0924          |
| 0.6199        | 147.62 | 21700  | 0.9781          |
| 0.6389        | 148.3  | 21800  | 1.0117          |
| 0.6389        | 148.98 | 21900  | 0.9892          |
| 0.638         | 149.66 | 22000  | 0.9263          |
| 0.615         | 150.34 | 22100  | 0.9498          |
| 0.6052        | 151.02 | 22200  | 0.9727          |
| 0.6052        | 151.7  | 22300  | 0.9810          |
| 0.6144        | 152.38 | 22400  | 0.9167          |
| 0.6024        | 153.06 | 22500  | 0.9862          |
| 0.6024        | 153.74 | 22600  | 1.0106          |
| 0.6015        | 154.42 | 22700  | 1.0130          |
| 0.5847        | 155.1  | 22800  | 1.0303          |
| 0.5847        | 155.78 | 22900  | 0.9814          |
| 0.6149        | 156.46 | 23000  | 0.8867          |
| 0.5985        | 157.14 | 23100  | 0.9578          |
| 0.5985        | 157.82 | 23200  | 1.0177          |
| 0.6023        | 158.5  | 23300  | 0.9790          |
| 0.5924        | 159.18 | 23400  | 0.9915          |
| 0.5924        | 159.86 | 23500  | 0.9732          |
| 0.5974        | 160.54 | 23600  | 0.9765          |
| 0.6002        | 161.22 | 23700  | 0.9913          |
| 0.6002        | 161.9  | 23800  | 1.0328          |
| 0.5858        | 162.59 | 23900  | 0.9185          |
| 0.5894        | 163.27 | 24000  | 0.9617          |
| 0.5894        | 163.95 | 24100  | 0.9610          |
| 0.5677        | 164.63 | 24200  | 0.9228          |
| 0.5782        | 165.31 | 24300  | 0.9632          |
| 0.5782        | 165.99 | 24400  | 0.9346          |
| 0.5772        | 166.67 | 24500  | 1.0165          |
| 0.5823        | 167.35 | 24600  | 1.0094          |
| 0.5719        | 168.03 | 24700  | 0.9632          |
| 0.5719        | 168.71 | 24800  | 0.9426          |
| 0.5629        | 169.39 | 24900  | 0.9430          |
| 0.5665        | 170.07 | 25000  | 0.9907          |
| 0.5665        | 170.75 | 25100  | 0.9612          |
| 0.5634        | 171.43 | 25200  | 1.0117          |
| 0.5662        | 172.11 | 25300  | 1.0252          |
| 0.5662        | 172.79 | 25400  | 0.9665          |
| 0.5645        | 173.47 | 25500  | 0.9646          |
| 0.5567        | 174.15 | 25600  | 0.9745          |
| 0.5567        | 174.83 | 25700  | 0.9662          |
| 0.5676        | 175.51 | 25800  | 0.9624          |
| 0.5614        | 176.19 | 25900  | 0.9740          |
| 0.5614        | 176.87 | 26000  | 0.9564          |
| 0.5498        | 177.55 | 26100  | 0.9050          |
| 0.5664        | 178.23 | 26200  | 0.9700          |
| 0.5664        | 178.91 | 26300  | 1.0037          |
| 0.5471        | 179.59 | 26400  | 0.9914          |
| 0.5366        | 180.27 | 26500  | 1.0204          |
| 0.5366        | 180.95 | 26600  | 0.9942          |
| 0.5436        | 181.63 | 26700  | 0.9809          |
| 0.5703        | 182.31 | 26800  | 1.0165          |
| 0.5703        | 182.99 | 26900  | 0.9786          |
| 0.549         | 183.67 | 27000  | 1.0115          |
| 0.5397        | 184.35 | 27100  | 1.0087          |
| 0.5344        | 185.03 | 27200  | 0.9985          |
| 0.5344        | 185.71 | 27300  | 0.9601          |
| 0.5346        | 186.39 | 27400  | 0.9388          |
| 0.5548        | 187.07 | 27500  | 0.9791          |
| 0.5548        | 187.76 | 27600  | 0.9298          |
| 0.5437        | 188.44 | 27700  | 1.0127          |
| 0.5551        | 189.12 | 27800  | 0.9693          |
| 0.5551        | 189.8  | 27900  | 0.9636          |
| 0.5438        | 190.48 | 28000  | 0.9502          |
| 0.5263        | 191.16 | 28100  | 0.9204          |
| 0.5263        | 191.84 | 28200  | 0.9547          |
| 0.5232        | 192.52 | 28300  | 0.9199          |
| 0.525         | 193.2  | 28400  | 1.0316          |
| 0.525         | 193.88 | 28500  | 0.9328          |
| 0.5372        | 194.56 | 28600  | 0.9614          |
| 0.5478        | 195.24 | 28700  | 0.9657          |
| 0.5478        | 195.92 | 28800  | 0.9648          |
| 0.5401        | 196.6  | 28900  | 0.9427          |
| 0.5338        | 197.28 | 29000  | 0.9627          |
| 0.5338        | 197.96 | 29100  | 0.9876          |
| 0.5131        | 198.64 | 29200  | 0.9777          |
| 0.522         | 199.32 | 29300  | 1.0747          |
| 0.522         | 200.0  | 29400  | 1.0181          |
| 0.5275        | 200.68 | 29500  | 0.9527          |
| 0.5342        | 201.36 | 29600  | 1.0019          |
| 0.5297        | 202.04 | 29700  | 0.9576          |
| 0.5297        | 202.72 | 29800  | 0.9968          |
| 0.5367        | 203.4  | 29900  | 0.9542          |
| 0.5148        | 204.08 | 30000  | 0.9250          |
| 0.5148        | 204.76 | 30100  | 1.0072          |
| 0.5176        | 205.44 | 30200  | 0.9485          |
| 0.5125        | 206.12 | 30300  | 0.9220          |
| 0.5125        | 206.8  | 30400  | 0.9326          |
| 0.5075        | 207.48 | 30500  | 0.9153          |
| 0.5084        | 208.16 | 30600  | 0.9837          |
| 0.5084        | 208.84 | 30700  | 0.9482          |
| 0.503         | 209.52 | 30800  | 0.9677          |
| 0.5001        | 210.2  | 30900  | 0.9626          |
| 0.5001        | 210.88 | 31000  | 0.9106          |
| 0.5115        | 211.56 | 31100  | 1.0392          |
| 0.5012        | 212.24 | 31200  | 0.9873          |
| 0.5012        | 212.93 | 31300  | 0.9727          |
| 0.5122        | 213.61 | 31400  | 1.0177          |
| 0.4997        | 214.29 | 31500  | 0.9833          |
| 0.4997        | 214.97 | 31600  | 0.9190          |
| 0.5147        | 215.65 | 31700  | 0.9619          |
| 0.5122        | 216.33 | 31800  | 0.8989          |
| 0.4964        | 217.01 | 31900  | 0.8954          |
| 0.4964        | 217.69 | 32000  | 0.9823          |
| 0.4953        | 218.37 | 32100  | 1.0035          |
| 0.4951        | 219.05 | 32200  | 0.9277          |
| 0.4951        | 219.73 | 32300  | 0.9064          |
| 0.5088        | 220.41 | 32400  | 0.9687          |
| 0.5003        | 221.09 | 32500  | 1.0024          |
| 0.5003        | 221.77 | 32600  | 0.9359          |
| 0.5013        | 222.45 | 32700  | 0.8833          |
| 0.5002        | 223.13 | 32800  | 0.8583          |
| 0.5002        | 223.81 | 32900  | 0.8660          |
| 0.4936        | 224.49 | 33000  | 0.8381          |
| 0.4919        | 225.17 | 33100  | 0.8624          |
| 0.4919        | 225.85 | 33200  | 0.8423          |
| 0.5002        | 226.53 | 33300  | 0.8991          |
| 0.4781        | 227.21 | 33400  | 0.9186          |
| 0.4781        | 227.89 | 33500  | 0.8910          |
| 0.4823        | 228.57 | 33600  | 0.9290          |
| 0.4899        | 229.25 | 33700  | 0.9599          |
| 0.4899        | 229.93 | 33800  | 0.8219          |
| 0.4986        | 230.61 | 33900  | 0.8769          |
| 0.4837        | 231.29 | 34000  | 0.9619          |
| 0.4837        | 231.97 | 34100  | 0.9140          |
| 0.4838        | 232.65 | 34200  | 0.9978          |
| 0.491         | 233.33 | 34300  | 0.9176          |
| 0.4786        | 234.01 | 34400  | 0.9227          |
| 0.4786        | 234.69 | 34500  | 0.9498          |
| 0.4754        | 235.37 | 34600  | 0.9387          |
| 0.476         | 236.05 | 34700  | 0.9002          |
| 0.476         | 236.73 | 34800  | 0.9502          |
| 0.4869        | 237.41 | 34900  | 0.9350          |
| 0.4638        | 238.1  | 35000  | 0.9066          |
| 0.4638        | 238.78 | 35100  | 0.8994          |
| 0.4748        | 239.46 | 35200  | 0.9009          |
| 0.4617        | 240.14 | 35300  | 0.9449          |
| 0.4617        | 240.82 | 35400  | 0.9188          |
| 0.47          | 241.5  | 35500  | 0.9288          |
| 0.4572        | 242.18 | 35600  | 0.9002          |
| 0.4572        | 242.86 | 35700  | 0.9040          |
| 0.4687        | 243.54 | 35800  | 0.9652          |
| 0.4808        | 244.22 | 35900  | 0.9639          |
| 0.4808        | 244.9  | 36000  | 0.8987          |
| 0.4647        | 245.58 | 36100  | 0.8977          |
| 0.4728        | 246.26 | 36200  | 0.9150          |
| 0.4728        | 246.94 | 36300  | 0.8753          |
| 0.464         | 247.62 | 36400  | 0.9486          |
| 0.4628        | 248.3  | 36500  | 0.8833          |
| 0.4628        | 248.98 | 36600  | 0.9540          |
| 0.4692        | 249.66 | 36700  | 0.8930          |
| 0.4732        | 250.34 | 36800  | 0.9098          |
| 0.4552        | 251.02 | 36900  | 0.9363          |
| 0.4552        | 251.7  | 37000  | 0.9720          |
| 0.458         | 252.38 | 37100  | 0.8646          |
| 0.4576        | 253.06 | 37200  | 0.9070          |
| 0.4576        | 253.74 | 37300  | 0.9384          |
| 0.4575        | 254.42 | 37400  | 0.8082          |
| 0.4673        | 255.1  | 37500  | 0.9216          |
| 0.4673        | 255.78 | 37600  | 0.8547          |
| 0.4685        | 256.46 | 37700  | 0.9245          |
| 0.4593        | 257.14 | 37800  | 0.9047          |
| 0.4593        | 257.82 | 37900  | 0.8846          |
| 0.4549        | 258.5  | 38000  | 0.9293          |
| 0.4573        | 259.18 | 38100  | 0.8907          |
| 0.4573        | 259.86 | 38200  | 0.9024          |
| 0.463         | 260.54 | 38300  | 0.9144          |
| 0.4549        | 261.22 | 38400  | 0.9190          |
| 0.4549        | 261.9  | 38500  | 0.8713          |
| 0.4459        | 262.59 | 38600  | 0.8938          |
| 0.4625        | 263.27 | 38700  | 0.8699          |
| 0.4625        | 263.95 | 38800  | 0.8854          |
| 0.4379        | 264.63 | 38900  | 0.8578          |
| 0.4458        | 265.31 | 39000  | 0.9256          |
| 0.4458        | 265.99 | 39100  | 0.9711          |
| 0.4438        | 266.67 | 39200  | 0.9254          |
| 0.4515        | 267.35 | 39300  | 0.9599          |
| 0.4565        | 268.03 | 39400  | 0.9208          |
| 0.4565        | 268.71 | 39500  | 0.9153          |
| 0.4586        | 269.39 | 39600  | 0.8639          |
| 0.4368        | 270.07 | 39700  | 0.8932          |
| 0.4368        | 270.75 | 39800  | 0.9732          |
| 0.4458        | 271.43 | 39900  | 1.0161          |
| 0.4452        | 272.11 | 40000  | 0.9847          |
| 0.4452        | 272.79 | 40100  | 0.9129          |
| 0.4499        | 273.47 | 40200  | 0.9575          |
| 0.4308        | 274.15 | 40300  | 0.9167          |
| 0.4308        | 274.83 | 40400  | 0.9678          |
| 0.4399        | 275.51 | 40500  | 0.9841          |
| 0.4355        | 276.19 | 40600  | 0.9262          |
| 0.4355        | 276.87 | 40700  | 0.9440          |
| 0.4312        | 277.55 | 40800  | 0.9780          |
| 0.4259        | 278.23 | 40900  | 0.9153          |
| 0.4259        | 278.91 | 41000  | 0.9735          |
| 0.4354        | 279.59 | 41100  | 0.9483          |
| 0.4318        | 280.27 | 41200  | 0.9608          |
| 0.4318        | 280.95 | 41300  | 0.9413          |
| 0.438         | 281.63 | 41400  | 0.9569          |
| 0.4388        | 282.31 | 41500  | 0.9049          |
| 0.4388        | 282.99 | 41600  | 0.8986          |
| 0.4438        | 283.67 | 41700  | 0.9700          |
| 0.4368        | 284.35 | 41800  | 0.9049          |
| 0.4371        | 285.03 | 41900  | 0.8275          |
| 0.4371        | 285.71 | 42000  | 1.0013          |
| 0.4497        | 286.39 | 42100  | 0.9242          |
| 0.4601        | 287.07 | 42200  | 0.9197          |
| 0.4601        | 287.76 | 42300  | 0.8905          |
| 0.4428        | 288.44 | 42400  | 0.8584          |
| 0.4369        | 289.12 | 42500  | 0.8881          |
| 0.4369        | 289.8  | 42600  | 0.9121          |
| 0.4325        | 290.48 | 42700  | 0.8598          |
| 0.4266        | 291.16 | 42800  | 0.9031          |
| 0.4266        | 291.84 | 42900  | 0.8444          |
| 0.4218        | 292.52 | 43000  | 0.8966          |
| 0.4252        | 293.2  | 43100  | 0.9224          |
| 0.4252        | 293.88 | 43200  | 1.0000          |
| 0.4231        | 294.56 | 43300  | 0.9438          |
| 0.4204        | 295.24 | 43400  | 0.8706          |
| 0.4204        | 295.92 | 43500  | 0.8563          |
| 0.4207        | 296.6  | 43600  | 0.9680          |
| 0.4247        | 297.28 | 43700  | 0.8682          |
| 0.4247        | 297.96 | 43800  | 0.9071          |
| 0.4247        | 298.64 | 43900  | 0.8642          |
| 0.4183        | 299.32 | 44000  | 0.8874          |
| 0.4183        | 300.0  | 44100  | 0.9027          |
| 0.4352        | 300.68 | 44200  | 0.8447          |
| 0.4241        | 301.36 | 44300  | 0.9028          |
| 0.4266        | 302.04 | 44400  | 0.9055          |
| 0.4266        | 302.72 | 44500  | 0.9251          |
| 0.4183        | 303.4  | 44600  | 0.9440          |
| 0.4148        | 304.08 | 44700  | 0.9566          |
| 0.4148        | 304.76 | 44800  | 0.8994          |
| 0.4217        | 305.44 | 44900  | 1.0046          |
| 0.4165        | 306.12 | 45000  | 0.8346          |
| 0.4165        | 306.8  | 45100  | 0.8727          |
| 0.4129        | 307.48 | 45200  | 0.9284          |
| 0.408         | 308.16 | 45300  | 0.9695          |
| 0.408         | 308.84 | 45400  | 0.9798          |
| 0.3986        | 309.52 | 45500  | 0.9456          |
| 0.4219        | 310.2  | 45600  | 0.9017          |
| 0.4219        | 310.88 | 45700  | 0.9370          |
| 0.422         | 311.56 | 45800  | 0.8430          |
| 0.415         | 312.24 | 45900  | 0.9242          |
| 0.415         | 312.93 | 46000  | 0.9381          |
| 0.4173        | 313.61 | 46100  | 0.8775          |
| 0.4204        | 314.29 | 46200  | 0.9259          |
| 0.4204        | 314.97 | 46300  | 0.9272          |
| 0.4073        | 315.65 | 46400  | 0.8997          |
| 0.4137        | 316.33 | 46500  | 0.9177          |
| 0.4043        | 317.01 | 46600  | 0.9592          |
| 0.4043        | 317.69 | 46700  | 0.9665          |
| 0.4224        | 318.37 | 46800  | 0.8610          |
| 0.415         | 319.05 | 46900  | 0.8602          |
| 0.415         | 319.73 | 47000  | 0.9231          |
| 0.4103        | 320.41 | 47100  | 0.9351          |
| 0.4162        | 321.09 | 47200  | 0.9975          |
| 0.4162        | 321.77 | 47300  | 0.9037          |
| 0.4083        | 322.45 | 47400  | 0.8951          |
| 0.4173        | 323.13 | 47500  | 0.9530          |
| 0.4173        | 323.81 | 47600  | 0.8620          |
| 0.4124        | 324.49 | 47700  | 0.9234          |
| 0.413         | 325.17 | 47800  | 0.9347          |
| 0.413         | 325.85 | 47900  | 0.9841          |
| 0.4117        | 326.53 | 48000  | 0.9996          |
| 0.4127        | 327.21 | 48100  | 0.9128          |
| 0.4127        | 327.89 | 48200  | 0.8949          |
| 0.3967        | 328.57 | 48300  | 0.9390          |
| 0.4068        | 329.25 | 48400  | 0.9034          |
| 0.4068        | 329.93 | 48500  | 0.9314          |
| 0.4086        | 330.61 | 48600  | 0.9609          |
| 0.4143        | 331.29 | 48700  | 0.9333          |
| 0.4143        | 331.97 | 48800  | 0.9294          |
| 0.4144        | 332.65 | 48900  | 0.8984          |
| 0.4077        | 333.33 | 49000  | 1.0073          |
| 0.3953        | 334.01 | 49100  | 0.9610          |
| 0.3953        | 334.69 | 49200  | 0.9907          |
| 0.3961        | 335.37 | 49300  | 0.9689          |
| 0.4122        | 336.05 | 49400  | 0.9386          |
| 0.4122        | 336.73 | 49500  | 0.9186          |
| 0.3946        | 337.41 | 49600  | 0.9927          |
| 0.4021        | 338.1  | 49700  | 1.0131          |
| 0.4021        | 338.78 | 49800  | 1.0783          |
| 0.4039        | 339.46 | 49900  | 0.9340          |
| 0.3989        | 340.14 | 50000  | 0.9544          |
| 0.3989        | 340.82 | 50100  | 0.9124          |
| 0.4054        | 341.5  | 50200  | 0.9842          |
| 0.4059        | 342.18 | 50300  | 0.9947          |
| 0.4059        | 342.86 | 50400  | 0.9687          |
| 0.403         | 343.54 | 50500  | 0.9740          |
| 0.3969        | 344.22 | 50600  | 0.9313          |
| 0.3969        | 344.9  | 50700  | 0.9186          |
| 0.4034        | 345.58 | 50800  | 0.9666          |
| 0.4101        | 346.26 | 50900  | 0.8962          |
| 0.4101        | 346.94 | 51000  | 0.9590          |
| 0.4141        | 347.62 | 51100  | 0.9583          |
| 0.4029        | 348.3  | 51200  | 0.9203          |
| 0.4029        | 348.98 | 51300  | 0.9875          |
| 0.4141        | 349.66 | 51400  | 0.9645          |
| 0.3974        | 350.34 | 51500  | 0.9310          |
| 0.3881        | 351.02 | 51600  | 0.9739          |
| 0.3881        | 351.7  | 51700  | 0.9420          |
| 0.384         | 352.38 | 51800  | 0.9549          |
| 0.3902        | 353.06 | 51900  | 0.9647          |
| 0.3902        | 353.74 | 52000  | 0.9604          |
| 0.3846        | 354.42 | 52100  | 0.9756          |
| 0.3906        | 355.1  | 52200  | 0.9419          |
| 0.3906        | 355.78 | 52300  | 0.9461          |
| 0.3712        | 356.46 | 52400  | 0.9420          |
| 0.3769        | 357.14 | 52500  | 0.9315          |
| 0.3769        | 357.82 | 52600  | 0.9119          |
| 0.3896        | 358.5  | 52700  | 0.9798          |
| 0.3787        | 359.18 | 52800  | 0.9941          |
| 0.3787        | 359.86 | 52900  | 0.9364          |
| 0.3903        | 360.54 | 53000  | 0.9152          |
| 0.3823        | 361.22 | 53100  | 0.9817          |
| 0.3823        | 361.9  | 53200  | 0.9087          |
| 0.378         | 362.59 | 53300  | 0.9299          |
| 0.3882        | 363.27 | 53400  | 0.9989          |
| 0.3882        | 363.95 | 53500  | 0.9168          |
| 0.3787        | 364.63 | 53600  | 0.9464          |
| 0.3835        | 365.31 | 53700  | 0.9010          |
| 0.3835        | 365.99 | 53800  | 0.8880          |
| 0.3751        | 366.67 | 53900  | 0.9004          |
| 0.3745        | 367.35 | 54000  | 0.9491          |
| 0.3776        | 368.03 | 54100  | 1.0176          |
| 0.3776        | 368.71 | 54200  | 0.9734          |
| 0.3744        | 369.39 | 54300  | 0.9464          |
| 0.3659        | 370.07 | 54400  | 0.9967          |
| 0.3659        | 370.75 | 54500  | 0.9905          |
| 0.3671        | 371.43 | 54600  | 0.9456          |
| 0.3747        | 372.11 | 54700  | 0.9371          |
| 0.3747        | 372.79 | 54800  | 0.8921          |
| 0.3728        | 373.47 | 54900  | 0.8826          |
| 0.3776        | 374.15 | 55000  | 0.9630          |
| 0.3776        | 374.83 | 55100  | 0.9353          |
| 0.3694        | 375.51 | 55200  | 0.9479          |
| 0.3768        | 376.19 | 55300  | 0.9303          |
| 0.3768        | 376.87 | 55400  | 0.9540          |
| 0.3747        | 377.55 | 55500  | 0.9383          |
| 0.3737        | 378.23 | 55600  | 0.9170          |
| 0.3737        | 378.91 | 55700  | 0.8026          |
| 0.3757        | 379.59 | 55800  | 0.8989          |
| 0.3678        | 380.27 | 55900  | 0.9248          |
| 0.3678        | 380.95 | 56000  | 0.8190          |
| 0.3738        | 381.63 | 56100  | 0.9005          |
| 0.376         | 382.31 | 56200  | 0.8561          |
| 0.376         | 382.99 | 56300  | 0.9408          |
| 0.3714        | 383.67 | 56400  | 0.9226          |
| 0.364         | 384.35 | 56500  | 0.9577          |
| 0.3465        | 385.03 | 56600  | 0.9440          |
| 0.3465        | 385.71 | 56700  | 0.9178          |
| 0.374         | 386.39 | 56800  | 0.9044          |
| 0.3727        | 387.07 | 56900  | 0.8633          |
| 0.3727        | 387.76 | 57000  | 0.9078          |
| 0.3735        | 388.44 | 57100  | 0.9021          |
| 0.3655        | 389.12 | 57200  | 0.9499          |
| 0.3655        | 389.8  | 57300  | 0.9290          |
| 0.3615        | 390.48 | 57400  | 0.8906          |
| 0.3588        | 391.16 | 57500  | 0.8692          |
| 0.3588        | 391.84 | 57600  | 0.8857          |
| 0.3639        | 392.52 | 57700  | 0.9569          |
| 0.3557        | 393.2  | 57800  | 0.9146          |
| 0.3557        | 393.88 | 57900  | 0.9878          |
| 0.3532        | 394.56 | 58000  | 0.8703          |
| 0.3745        | 395.24 | 58100  | 0.8679          |
| 0.3745        | 395.92 | 58200  | 0.8823          |
| 0.3566        | 396.6  | 58300  | 0.9611          |
| 0.3642        | 397.28 | 58400  | 0.9327          |
| 0.3642        | 397.96 | 58500  | 0.8587          |
| 0.3623        | 398.64 | 58600  | 0.8746          |
| 0.3629        | 399.32 | 58700  | 0.9093          |
| 0.3629        | 400.0  | 58800  | 0.8858          |
| 0.354         | 400.68 | 58900  | 0.8902          |
| 0.3487        | 401.36 | 59000  | 0.8693          |
| 0.3467        | 402.04 | 59100  | 1.0825          |
| 0.3467        | 402.72 | 59200  | 0.9697          |
| 0.3517        | 403.4  | 59300  | 0.9169          |
| 0.3696        | 404.08 | 59400  | 0.9237          |
| 0.3696        | 404.76 | 59500  | 0.9033          |
| 0.3629        | 405.44 | 59600  | 0.9062          |
| 0.3559        | 406.12 | 59700  | 0.9159          |
| 0.3559        | 406.8  | 59800  | 0.8730          |
| 0.3603        | 407.48 | 59900  | 0.8732          |
| 0.3676        | 408.16 | 60000  | 0.8897          |
| 0.3676        | 408.84 | 60100  | 0.7334          |
| 0.3584        | 409.52 | 60200  | 0.8494          |
| 0.3449        | 410.2  | 60300  | 0.8944          |
| 0.3449        | 410.88 | 60400  | 0.8014          |
| 0.3513        | 411.56 | 60500  | 0.8673          |
| 0.3497        | 412.24 | 60600  | 0.9071          |
| 0.3497        | 412.93 | 60700  | 0.8574          |
| 0.3582        | 413.61 | 60800  | 0.9135          |
| 0.3555        | 414.29 | 60900  | 0.8723          |
| 0.3555        | 414.97 | 61000  | 0.8772          |
| 0.3453        | 415.65 | 61100  | 0.9041          |
| 0.3451        | 416.33 | 61200  | 0.8647          |
| 0.3499        | 417.01 | 61300  | 0.9790          |
| 0.3499        | 417.69 | 61400  | 0.9859          |
| 0.3502        | 418.37 | 61500  | 0.8996          |
| 0.3534        | 419.05 | 61600  | 0.9446          |
| 0.3534        | 419.73 | 61700  | 0.8965          |
| 0.3388        | 420.41 | 61800  | 0.9314          |
| 0.3441        | 421.09 | 61900  | 0.8792          |
| 0.3441        | 421.77 | 62000  | 0.9422          |
| 0.3443        | 422.45 | 62100  | 0.9591          |
| 0.3681        | 423.13 | 62200  | 0.9265          |
| 0.3681        | 423.81 | 62300  | 0.8872          |
| 0.3557        | 424.49 | 62400  | 0.8528          |
| 0.3553        | 425.17 | 62500  | 0.9701          |
| 0.3553        | 425.85 | 62600  | 0.9512          |
| 0.3523        | 426.53 | 62700  | 0.9026          |
| 0.3467        | 427.21 | 62800  | 0.9087          |
| 0.3467        | 427.89 | 62900  | 1.0169          |
| 0.3521        | 428.57 | 63000  | 0.9314          |
| 0.3411        | 429.25 | 63100  | 0.9291          |
| 0.3411        | 429.93 | 63200  | 0.9567          |
| 0.3469        | 430.61 | 63300  | 0.9458          |
| 0.3449        | 431.29 | 63400  | 0.9337          |
| 0.3449        | 431.97 | 63500  | 0.9503          |
| 0.3369        | 432.65 | 63600  | 0.8987          |
| 0.3384        | 433.33 | 63700  | 0.8578          |
| 0.3265        | 434.01 | 63800  | 0.9543          |
| 0.3265        | 434.69 | 63900  | 0.9231          |
| 0.3356        | 435.37 | 64000  | 0.9121          |
| 0.3388        | 436.05 | 64100  | 0.9279          |
| 0.3388        | 436.73 | 64200  | 0.8939          |
| 0.3351        | 437.41 | 64300  | 0.8934          |
| 0.3386        | 438.1  | 64400  | 0.9469          |
| 0.3386        | 438.78 | 64500  | 0.9149          |
| 0.3439        | 439.46 | 64600  | 0.8963          |
| 0.3381        | 440.14 | 64700  | 0.8653          |
| 0.3381        | 440.82 | 64800  | 0.8633          |
| 0.3339        | 441.5  | 64900  | 0.8783          |
| 0.3242        | 442.18 | 65000  | 0.9143          |
| 0.3242        | 442.86 | 65100  | 0.9553          |
| 0.3271        | 443.54 | 65200  | 0.8563          |
| 0.3281        | 444.22 | 65300  | 0.9003          |
| 0.3281        | 444.9  | 65400  | 0.8555          |
| 0.3367        | 445.58 | 65500  | 0.9146          |
| 0.3228        | 446.26 | 65600  | 0.9052          |
| 0.3228        | 446.94 | 65700  | 0.9237          |
| 0.3328        | 447.62 | 65800  | 0.9128          |
| 0.324         | 448.3  | 65900  | 0.9159          |
| 0.324         | 448.98 | 66000  | 0.8867          |
| 0.3305        | 449.66 | 66100  | 0.9694          |
| 0.3329        | 450.34 | 66200  | 0.9833          |
| 0.3348        | 451.02 | 66300  | 0.9344          |
| 0.3348        | 451.7  | 66400  | 0.9303          |
| 0.321         | 452.38 | 66500  | 0.9275          |
| 0.3335        | 453.06 | 66600  | 0.9419          |
| 0.3335        | 453.74 | 66700  | 0.9502          |
| 0.3189        | 454.42 | 66800  | 0.9341          |
| 0.3386        | 455.1  | 66900  | 0.9404          |
| 0.3386        | 455.78 | 67000  | 0.9660          |
| 0.3273        | 456.46 | 67100  | 0.9323          |
| 0.339         | 457.14 | 67200  | 0.9266          |
| 0.339         | 457.82 | 67300  | 0.9289          |
| 0.3326        | 458.5  | 67400  | 0.9248          |
| 0.3207        | 459.18 | 67500  | 0.9374          |
| 0.3207        | 459.86 | 67600  | 0.8996          |
| 0.3339        | 460.54 | 67700  | 0.9271          |
| 0.3198        | 461.22 | 67800  | 0.9627          |
| 0.3198        | 461.9  | 67900  | 0.9429          |
| 0.3208        | 462.59 | 68000  | 0.9561          |
| 0.3147        | 463.27 | 68100  | 0.8795          |
| 0.3147        | 463.95 | 68200  | 0.8876          |
| 0.3222        | 464.63 | 68300  | 0.9007          |
| 0.3241        | 465.31 | 68400  | 0.9475          |
| 0.3241        | 465.99 | 68500  | 0.9403          |
| 0.3312        | 466.67 | 68600  | 0.9368          |
| 0.3302        | 467.35 | 68700  | 0.8937          |
| 0.3201        | 468.03 | 68800  | 0.9319          |
| 0.3201        | 468.71 | 68900  | 0.9094          |
| 0.3217        | 469.39 | 69000  | 0.9517          |
| 0.3193        | 470.07 | 69100  | 0.8895          |
| 0.3193        | 470.75 | 69200  | 0.9202          |
| 0.3352        | 471.43 | 69300  | 0.9320          |
| 0.3249        | 472.11 | 69400  | 0.9640          |
| 0.3249        | 472.79 | 69500  | 0.9452          |
| 0.3097        | 473.47 | 69600  | 0.9311          |
| 0.327         | 474.15 | 69700  | 0.9392          |
| 0.327         | 474.83 | 69800  | 0.9525          |
| 0.3271        | 475.51 | 69900  | 0.9064          |
| 0.3165        | 476.19 | 70000  | 0.9455          |
| 0.3165        | 476.87 | 70100  | 0.9435          |
| 0.3103        | 477.55 | 70200  | 0.8891          |
| 0.3189        | 478.23 | 70300  | 0.9199          |
| 0.3189        | 478.91 | 70400  | 0.9362          |
| 0.3264        | 479.59 | 70500  | 0.9289          |
| 0.313         | 480.27 | 70600  | 0.9246          |
| 0.313         | 480.95 | 70700  | 0.9549          |
| 0.3289        | 481.63 | 70800  | 0.9513          |
| 0.3189        | 482.31 | 70900  | 0.9798          |
| 0.3189        | 482.99 | 71000  | 0.9027          |
| 0.3177        | 483.67 | 71100  | 0.8823          |
| 0.3219        | 484.35 | 71200  | 0.9269          |
| 0.3175        | 485.03 | 71300  | 0.8984          |
| 0.3175        | 485.71 | 71400  | 0.8696          |
| 0.3167        | 486.39 | 71500  | 0.8722          |
| 0.318         | 487.07 | 71600  | 0.8909          |
| 0.318         | 487.76 | 71700  | 0.8783          |
| 0.3128        | 488.44 | 71800  | 0.8144          |
| 0.315         | 489.12 | 71900  | 0.8250          |
| 0.315         | 489.8  | 72000  | 0.8791          |
| 0.3085        | 490.48 | 72100  | 0.9192          |
| 0.3081        | 491.16 | 72200  | 0.8403          |
| 0.3081        | 491.84 | 72300  | 0.9223          |
| 0.31          | 492.52 | 72400  | 0.8974          |
| 0.3054        | 493.2  | 72500  | 0.9169          |
| 0.3054        | 493.88 | 72600  | 0.8845          |
| 0.3134        | 494.56 | 72700  | 0.9554          |
| 0.3083        | 495.24 | 72800  | 0.9337          |
| 0.3083        | 495.92 | 72900  | 0.9209          |
| 0.3028        | 496.6  | 73000  | 0.9142          |
| 0.3016        | 497.28 | 73100  | 0.9345          |
| 0.3016        | 497.96 | 73200  | 0.9100          |
| 0.3075        | 498.64 | 73300  | 0.8989          |
| 0.3105        | 499.32 | 73400  | 0.8598          |
| 0.3105        | 500.0  | 73500  | 0.9177          |
| 0.3059        | 500.68 | 73600  | 0.9242          |
| 0.3018        | 501.36 | 73700  | 0.9403          |
| 0.3159        | 502.04 | 73800  | 0.9011          |
| 0.3159        | 502.72 | 73900  | 0.9442          |
| 0.2996        | 503.4  | 74000  | 0.9575          |
| 0.3016        | 504.08 | 74100  | 0.9119          |
| 0.3016        | 504.76 | 74200  | 0.9072          |
| 0.3072        | 505.44 | 74300  | 0.9389          |
| 0.3042        | 506.12 | 74400  | 0.9038          |
| 0.3042        | 506.8  | 74500  | 0.8814          |
| 0.3142        | 507.48 | 74600  | 0.9452          |
| 0.3099        | 508.16 | 74700  | 0.9395          |
| 0.3099        | 508.84 | 74800  | 0.9604          |
| 0.3081        | 509.52 | 74900  | 0.9176          |
| 0.3175        | 510.2  | 75000  | 0.8799          |
| 0.3175        | 510.88 | 75100  | 0.8732          |
| 0.3052        | 511.56 | 75200  | 0.8323          |
| 0.2961        | 512.24 | 75300  | 0.8956          |
| 0.2961        | 512.93 | 75400  | 0.8629          |
| 0.3012        | 513.61 | 75500  | 0.8523          |
| 0.2999        | 514.29 | 75600  | 0.8276          |
| 0.2999        | 514.97 | 75700  | 0.9008          |
| 0.298         | 515.65 | 75800  | 0.8051          |
| 0.2968        | 516.33 | 75900  | 0.8240          |
| 0.2907        | 517.01 | 76000  | 0.9271          |
| 0.2907        | 517.69 | 76100  | 0.8934          |
| 0.2859        | 518.37 | 76200  | 0.9044          |
| 0.306         | 519.05 | 76300  | 0.8994          |
| 0.306         | 519.73 | 76400  | 0.8539          |
| 0.2947        | 520.41 | 76500  | 0.9063          |
| 0.2977        | 521.09 | 76600  | 0.9074          |
| 0.2977        | 521.77 | 76700  | 0.9297          |
| 0.2991        | 522.45 | 76800  | 0.9109          |
| 0.3013        | 523.13 | 76900  | 0.9491          |
| 0.3013        | 523.81 | 77000  | 0.8518          |
| 0.3           | 524.49 | 77100  | 0.9199          |
| 0.3009        | 525.17 | 77200  | 0.9277          |
| 0.3009        | 525.85 | 77300  | 0.9617          |
| 0.3054        | 526.53 | 77400  | 0.9254          |
| 0.2994        | 527.21 | 77500  | 0.8886          |
| 0.2994        | 527.89 | 77600  | 0.8579          |
| 0.2957        | 528.57 | 77700  | 0.9694          |
| 0.3082        | 529.25 | 77800  | 0.9411          |
| 0.3082        | 529.93 | 77900  | 0.8823          |
| 0.2928        | 530.61 | 78000  | 0.8684          |
| 0.2936        | 531.29 | 78100  | 0.9942          |
| 0.2936        | 531.97 | 78200  | 0.8861          |
| 0.2964        | 532.65 | 78300  | 0.8939          |
| 0.2914        | 533.33 | 78400  | 0.9633          |
| 0.2928        | 534.01 | 78500  | 0.8713          |
| 0.2928        | 534.69 | 78600  | 0.8938          |
| 0.2909        | 535.37 | 78700  | 0.8905          |
| 0.2966        | 536.05 | 78800  | 0.9006          |
| 0.2966        | 536.73 | 78900  | 0.9431          |
| 0.2886        | 537.41 | 79000  | 0.9343          |
| 0.2922        | 538.1  | 79100  | 0.9032          |
| 0.2922        | 538.78 | 79200  | 0.9507          |
| 0.2817        | 539.46 | 79300  | 0.9199          |
| 0.2917        | 540.14 | 79400  | 0.9156          |
| 0.2917        | 540.82 | 79500  | 0.9175          |
| 0.29          | 541.5  | 79600  | 0.9104          |
| 0.291         | 542.18 | 79700  | 0.9223          |
| 0.291         | 542.86 | 79800  | 0.9622          |
| 0.3055        | 543.54 | 79900  | 0.8998          |
| 0.2842        | 544.22 | 80000  | 0.9216          |
| 0.2842        | 544.9  | 80100  | 0.9475          |
| 0.2952        | 545.58 | 80200  | 0.9345          |
| 0.278         | 546.26 | 80300  | 0.9923          |
| 0.278         | 546.94 | 80400  | 0.9217          |
| 0.2882        | 547.62 | 80500  | 0.9385          |
| 0.286         | 548.3  | 80600  | 0.9422          |
| 0.286         | 548.98 | 80700  | 0.9100          |
| 0.2828        | 549.66 | 80800  | 0.9751          |
| 0.2903        | 550.34 | 80900  | 0.9360          |
| 0.2803        | 551.02 | 81000  | 0.9827          |
| 0.2803        | 551.7  | 81100  | 0.9771          |
| 0.282         | 552.38 | 81200  | 1.0085          |
| 0.2901        | 553.06 | 81300  | 0.9342          |
| 0.2901        | 553.74 | 81400  | 1.0034          |
| 0.2822        | 554.42 | 81500  | 0.9586          |
| 0.281         | 555.1  | 81600  | 0.9590          |
| 0.281         | 555.78 | 81700  | 0.9488          |
| 0.2824        | 556.46 | 81800  | 0.9709          |
| 0.287         | 557.14 | 81900  | 0.9507          |
| 0.287         | 557.82 | 82000  | 0.9429          |
| 0.2873        | 558.5  | 82100  | 0.9334          |
| 0.2806        | 559.18 | 82200  | 0.9271          |
| 0.2806        | 559.86 | 82300  | 0.9470          |
| 0.2892        | 560.54 | 82400  | 0.9602          |
| 0.2772        | 561.22 | 82500  | 0.9843          |
| 0.2772        | 561.9  | 82600  | 0.9335          |
| 0.2881        | 562.59 | 82700  | 0.9451          |
| 0.2816        | 563.27 | 82800  | 0.9621          |
| 0.2816        | 563.95 | 82900  | 0.9989          |
| 0.2813        | 564.63 | 83000  | 0.9163          |
| 0.2804        | 565.31 | 83100  | 0.9638          |
| 0.2804        | 565.99 | 83200  | 0.9520          |
| 0.2748        | 566.67 | 83300  | 0.9263          |
| 0.2795        | 567.35 | 83400  | 0.9293          |
| 0.2804        | 568.03 | 83500  | 0.9620          |
| 0.2804        | 568.71 | 83600  | 0.9169          |
| 0.2741        | 569.39 | 83700  | 0.9286          |
| 0.2718        | 570.07 | 83800  | 0.9334          |
| 0.2718        | 570.75 | 83900  | 0.9654          |
| 0.2782        | 571.43 | 84000  | 0.9761          |
| 0.2843        | 572.11 | 84100  | 0.9883          |
| 0.2843        | 572.79 | 84200  | 0.9993          |
| 0.2805        | 573.47 | 84300  | 0.9312          |
| 0.2793        | 574.15 | 84400  | 0.9932          |
| 0.2793        | 574.83 | 84500  | 0.9828          |
| 0.2722        | 575.51 | 84600  | 0.9558          |
| 0.273         | 576.19 | 84700  | 0.9739          |
| 0.273         | 576.87 | 84800  | 0.9193          |
| 0.2706        | 577.55 | 84900  | 0.9511          |
| 0.2745        | 578.23 | 85000  | 0.9054          |
| 0.2745        | 578.91 | 85100  | 0.9574          |
| 0.2715        | 579.59 | 85200  | 0.9881          |
| 0.2715        | 580.27 | 85300  | 0.9603          |
| 0.2715        | 580.95 | 85400  | 1.0218          |
| 0.2789        | 581.63 | 85500  | 0.9076          |
| 0.274         | 582.31 | 85600  | 0.9393          |
| 0.274         | 582.99 | 85700  | 0.8968          |
| 0.2762        | 583.67 | 85800  | 0.9474          |
| 0.2767        | 584.35 | 85900  | 0.9883          |
| 0.2688        | 585.03 | 86000  | 0.9717          |
| 0.2688        | 585.71 | 86100  | 1.0013          |
| 0.2706        | 586.39 | 86200  | 0.9569          |
| 0.2739        | 587.07 | 86300  | 0.9369          |
| 0.2739        | 587.76 | 86400  | 0.8882          |
| 0.2716        | 588.44 | 86500  | 0.9189          |
| 0.2693        | 589.12 | 86600  | 0.9402          |
| 0.2693        | 589.8  | 86700  | 0.9262          |
| 0.2667        | 590.48 | 86800  | 0.9782          |
| 0.268         | 591.16 | 86900  | 0.9457          |
| 0.268         | 591.84 | 87000  | 0.9509          |
| 0.2726        | 592.52 | 87100  | 0.9320          |
| 0.275         | 593.2  | 87200  | 0.9357          |
| 0.275         | 593.88 | 87300  | 0.9786          |
| 0.2673        | 594.56 | 87400  | 0.9770          |
| 0.2684        | 595.24 | 87500  | 0.9389          |
| 0.2684        | 595.92 | 87600  | 0.9558          |
| 0.2664        | 596.6  | 87700  | 0.9698          |
| 0.2691        | 597.28 | 87800  | 1.0059          |
| 0.2691        | 597.96 | 87900  | 0.9660          |
| 0.2753        | 598.64 | 88000  | 0.9761          |
| 0.2547        | 599.32 | 88100  | 0.9627          |
| 0.2547        | 600.0  | 88200  | 0.9621          |
| 0.2691        | 600.68 | 88300  | 0.9752          |
| 0.266         | 601.36 | 88400  | 0.9677          |
| 0.2675        | 602.04 | 88500  | 0.9663          |
| 0.2675        | 602.72 | 88600  | 0.9749          |
| 0.2747        | 603.4  | 88700  | 0.9452          |
| 0.2674        | 604.08 | 88800  | 0.9587          |
| 0.2674        | 604.76 | 88900  | 0.9693          |
| 0.2801        | 605.44 | 89000  | 0.9513          |
| 0.2722        | 606.12 | 89100  | 0.9783          |
| 0.2722        | 606.8  | 89200  | 0.9452          |
| 0.2731        | 607.48 | 89300  | 0.9678          |
| 0.2723        | 608.16 | 89400  | 0.9786          |
| 0.2723        | 608.84 | 89500  | 0.9852          |
| 0.2651        | 609.52 | 89600  | 0.9570          |
| 0.2811        | 610.2  | 89700  | 0.9567          |
| 0.2811        | 610.88 | 89800  | 0.9049          |
| 0.2688        | 611.56 | 89900  | 0.9634          |
| 0.2624        | 612.24 | 90000  | 0.8975          |
| 0.2624        | 612.93 | 90100  | 0.9899          |
| 0.2616        | 613.61 | 90200  | 0.9626          |
| 0.2603        | 614.29 | 90300  | 0.9310          |
| 0.2603        | 614.97 | 90400  | 0.9788          |
| 0.2721        | 615.65 | 90500  | 0.9413          |
| 0.2622        | 616.33 | 90600  | 0.9807          |
| 0.2683        | 617.01 | 90700  | 0.9218          |
| 0.2683        | 617.69 | 90800  | 0.9893          |
| 0.2573        | 618.37 | 90900  | 0.9086          |
| 0.2654        | 619.05 | 91000  | 0.9373          |
| 0.2654        | 619.73 | 91100  | 0.9583          |
| 0.2647        | 620.41 | 91200  | 0.9232          |
| 0.2616        | 621.09 | 91300  | 0.9738          |
| 0.2616        | 621.77 | 91400  | 0.9405          |
| 0.258         | 622.45 | 91500  | 0.9601          |
| 0.2632        | 623.13 | 91600  | 0.9567          |
| 0.2632        | 623.81 | 91700  | 0.9362          |
| 0.2636        | 624.49 | 91800  | 0.9496          |
| 0.2636        | 625.17 | 91900  | 1.0030          |
| 0.2636        | 625.85 | 92000  | 0.9785          |
| 0.2454        | 626.53 | 92100  | 0.9485          |
| 0.2533        | 627.21 | 92200  | 0.9630          |
| 0.2533        | 627.89 | 92300  | 0.9709          |
| 0.2596        | 628.57 | 92400  | 0.9479          |
| 0.256         | 629.25 | 92500  | 0.9214          |
| 0.256         | 629.93 | 92600  | 0.9570          |
| 0.255         | 630.61 | 92700  | 0.9472          |
| 0.2613        | 631.29 | 92800  | 0.9457          |
| 0.2613        | 631.97 | 92900  | 0.9615          |
| 0.2703        | 632.65 | 93000  | 0.9583          |
| 0.2582        | 633.33 | 93100  | 0.9601          |
| 0.2634        | 634.01 | 93200  | 0.9444          |
| 0.2634        | 634.69 | 93300  | 0.9499          |
| 0.259         | 635.37 | 93400  | 0.9512          |
| 0.2617        | 636.05 | 93500  | 0.9543          |
| 0.2617        | 636.73 | 93600  | 0.9303          |
| 0.2611        | 637.41 | 93700  | 0.9388          |
| 0.2513        | 638.1  | 93800  | 0.9443          |
| 0.2513        | 638.78 | 93900  | 0.9276          |
| 0.2571        | 639.46 | 94000  | 0.9073          |
| 0.2636        | 640.14 | 94100  | 0.9122          |
| 0.2636        | 640.82 | 94200  | 0.9132          |
| 0.2673        | 641.5  | 94300  | 0.9055          |
| 0.2594        | 642.18 | 94400  | 0.9299          |
| 0.2594        | 642.86 | 94500  | 0.9161          |
| 0.2552        | 643.54 | 94600  | 0.9347          |
| 0.254         | 644.22 | 94700  | 0.9239          |
| 0.254         | 644.9  | 94800  | 0.9454          |
| 0.2522        | 645.58 | 94900  | 0.9481          |
| 0.2556        | 646.26 | 95000  | 0.9153          |
| 0.2556        | 646.94 | 95100  | 0.9141          |
| 0.2583        | 647.62 | 95200  | 0.9280          |
| 0.2645        | 648.3  | 95300  | 0.9218          |
| 0.2645        | 648.98 | 95400  | 0.9603          |
| 0.2512        | 649.66 | 95500  | 0.9017          |
| 0.2602        | 650.34 | 95600  | 0.9101          |
| 0.255         | 651.02 | 95700  | 0.9184          |
| 0.255         | 651.7  | 95800  | 0.9234          |
| 0.2547        | 652.38 | 95900  | 0.9194          |
| 0.2546        | 653.06 | 96000  | 0.9825          |
| 0.2546        | 653.74 | 96100  | 0.9515          |
| 0.2526        | 654.42 | 96200  | 0.9067          |
| 0.261         | 655.1  | 96300  | 0.9282          |
| 0.261         | 655.78 | 96400  | 0.9561          |
| 0.2545        | 656.46 | 96500  | 0.9466          |
| 0.2509        | 657.14 | 96600  | 0.9294          |
| 0.2509        | 657.82 | 96700  | 0.9114          |
| 0.2503        | 658.5  | 96800  | 1.0040          |
| 0.2482        | 659.18 | 96900  | 0.9106          |
| 0.2482        | 659.86 | 97000  | 0.9159          |
| 0.2523        | 660.54 | 97100  | 0.9490          |
| 0.2528        | 661.22 | 97200  | 0.9538          |
| 0.2528        | 661.9  | 97300  | 0.9570          |
| 0.2455        | 662.59 | 97400  | 0.8882          |
| 0.2502        | 663.27 | 97500  | 0.9164          |
| 0.2502        | 663.95 | 97600  | 0.9269          |
| 0.2465        | 664.63 | 97700  | 0.9628          |
| 0.2524        | 665.31 | 97800  | 0.8976          |
| 0.2524        | 665.99 | 97900  | 0.9017          |
| 0.2479        | 666.67 | 98000  | 0.9197          |
| 0.249         | 667.35 | 98100  | 0.9282          |
| 0.2533        | 668.03 | 98200  | 0.9342          |
| 0.2533        | 668.71 | 98300  | 0.9494          |
| 0.2501        | 669.39 | 98400  | 0.9430          |
| 0.2444        | 670.07 | 98500  | 0.9252          |
| 0.2444        | 670.75 | 98600  | 0.9799          |
| 0.243         | 671.43 | 98700  | 0.9195          |
| 0.249         | 672.11 | 98800  | 0.9142          |
| 0.249         | 672.79 | 98900  | 0.9553          |
| 0.2528        | 673.47 | 99000  | 0.9196          |
| 0.244         | 674.15 | 99100  | 0.9640          |
| 0.244         | 674.83 | 99200  | 0.9809          |
| 0.2462        | 675.51 | 99300  | 0.9868          |
| 0.247         | 676.19 | 99400  | 0.9640          |
| 0.247         | 676.87 | 99500  | 0.9228          |
| 0.2615        | 677.55 | 99600  | 0.9172          |
| 0.2487        | 678.23 | 99700  | 0.9166          |
| 0.2487        | 678.91 | 99800  | 0.8928          |
| 0.242         | 679.59 | 99900  | 0.8830          |
| 0.2448        | 680.27 | 100000 | 0.9209          |
| 0.2448        | 680.95 | 100100 | 0.9139          |
| 0.2488        | 681.63 | 100200 | 0.8970          |
| 0.2504        | 682.31 | 100300 | 0.9254          |
| 0.2504        | 682.99 | 100400 | 0.9437          |
| 0.2381        | 683.67 | 100500 | 0.9419          |
| 0.245         | 684.35 | 100600 | 0.9379          |
| 0.2452        | 685.03 | 100700 | 0.9465          |
| 0.2452        | 685.71 | 100800 | 0.9626          |
| 0.2482        | 686.39 | 100900 | 0.9472          |
| 0.2456        | 687.07 | 101000 | 0.9434          |
| 0.2456        | 687.76 | 101100 | 0.9426          |
| 0.2388        | 688.44 | 101200 | 0.9440          |
| 0.2496        | 689.12 | 101300 | 0.9311          |
| 0.2496        | 689.8  | 101400 | 0.9338          |
| 0.2399        | 690.48 | 101500 | 0.9290          |
| 0.2427        | 691.16 | 101600 | 0.9347          |
| 0.2427        | 691.84 | 101700 | 0.9197          |
| 0.2709        | 692.52 | 101800 | 0.9046          |
| 0.2474        | 693.2  | 101900 | 0.9455          |
| 0.2474        | 693.88 | 102000 | 0.9212          |
| 0.2411        | 694.56 | 102100 | 0.9508          |
| 0.242         | 695.24 | 102200 | 0.9558          |
| 0.242         | 695.92 | 102300 | 0.9846          |
| 0.2443        | 696.6  | 102400 | 0.9656          |
| 0.2356        | 697.28 | 102500 | 0.9428          |
| 0.2356        | 697.96 | 102600 | 0.9238          |
| 0.2422        | 698.64 | 102700 | 0.9156          |
| 0.2341        | 699.32 | 102800 | 0.9324          |
| 0.2341        | 700.0  | 102900 | 0.9372          |
| 0.2382        | 700.68 | 103000 | 0.9374          |
| 0.2407        | 701.36 | 103100 | 0.9342          |
| 0.2427        | 702.04 | 103200 | 0.9400          |
| 0.2427        | 702.72 | 103300 | 0.9451          |
| 0.2373        | 703.4  | 103400 | 0.9355          |
| 0.2439        | 704.08 | 103500 | 0.9281          |
| 0.2439        | 704.76 | 103600 | 0.9282          |
| 0.247         | 705.44 | 103700 | 0.9186          |
| 0.2391        | 706.12 | 103800 | 0.8933          |
| 0.2391        | 706.8  | 103900 | 0.9392          |
| 0.2467        | 707.48 | 104000 | 0.9764          |
| 0.238         | 708.16 | 104100 | 0.9495          |
| 0.238         | 708.84 | 104200 | 0.9409          |
| 0.2436        | 709.52 | 104300 | 0.9296          |
| 0.2396        | 710.2  | 104400 | 0.9472          |
| 0.2396        | 710.88 | 104500 | 0.9574          |
| 0.2476        | 711.56 | 104600 | 0.9231          |
| 0.2397        | 712.24 | 104700 | 0.8930          |
| 0.2397        | 712.93 | 104800 | 0.9173          |
| 0.2448        | 713.61 | 104900 | 0.9187          |
| 0.2448        | 714.29 | 105000 | 0.9194          |
| 0.2448        | 714.97 | 105100 | 0.9242          |
| 0.2365        | 715.65 | 105200 | 0.9254          |
| 0.2374        | 716.33 | 105300 | 0.8915          |
| 0.2417        | 717.01 | 105400 | 0.9117          |
| 0.2417        | 717.69 | 105500 | 0.9284          |
| 0.2355        | 718.37 | 105600 | 0.9527          |
| 0.2344        | 719.05 | 105700 | 0.9486          |
| 0.2344        | 719.73 | 105800 | 0.9683          |
| 0.2387        | 720.41 | 105900 | 0.9552          |
| 0.2395        | 721.09 | 106000 | 0.9223          |
| 0.2395        | 721.77 | 106100 | 0.9092          |
| 0.2433        | 722.45 | 106200 | 0.9380          |
| 0.2353        | 723.13 | 106300 | 0.9535          |
| 0.2353        | 723.81 | 106400 | 0.9584          |
| 0.2375        | 724.49 | 106500 | 0.9346          |
| 0.2325        | 725.17 | 106600 | 0.9275          |
| 0.2325        | 725.85 | 106700 | 0.9382          |
| 0.2335        | 726.53 | 106800 | 0.9199          |
| 0.234         | 727.21 | 106900 | 0.9580          |
| 0.234         | 727.89 | 107000 | 0.9703          |
| 0.2324        | 728.57 | 107100 | 0.9901          |
| 0.2303        | 729.25 | 107200 | 0.9820          |
| 0.2303        | 729.93 | 107300 | 0.9646          |
| 0.2291        | 730.61 | 107400 | 0.9548          |
| 0.2415        | 731.29 | 107500 | 0.9346          |
| 0.2415        | 731.97 | 107600 | 0.9242          |
| 0.2385        | 732.65 | 107700 | 0.9535          |
| 0.2324        | 733.33 | 107800 | 0.9393          |
| 0.233         | 734.01 | 107900 | 0.9851          |
| 0.233         | 734.69 | 108000 | 0.9890          |
| 0.2324        | 735.37 | 108100 | 0.9940          |
| 0.2332        | 736.05 | 108200 | 0.9818          |
| 0.2332        | 736.73 | 108300 | 0.9922          |
| 0.2317        | 737.41 | 108400 | 0.9977          |
| 0.2343        | 738.1  | 108500 | 0.9593          |
| 0.2343        | 738.78 | 108600 | 0.9995          |
| 0.2288        | 739.46 | 108700 | 1.0020          |
| 0.2291        | 740.14 | 108800 | 0.9864          |
| 0.2291        | 740.82 | 108900 | 0.9740          |
| 0.2308        | 741.5  | 109000 | 0.9993          |
| 0.2347        | 742.18 | 109100 | 1.0078          |
| 0.2347        | 742.86 | 109200 | 0.9762          |
| 0.2309        | 743.54 | 109300 | 0.9776          |
| 0.2264        | 744.22 | 109400 | 0.9629          |
| 0.2264        | 744.9  | 109500 | 0.9830          |
| 0.2312        | 745.58 | 109600 | 0.9737          |
| 0.2253        | 746.26 | 109700 | 1.0124          |
| 0.2253        | 746.94 | 109800 | 1.0121          |
| 0.2275        | 747.62 | 109900 | 0.9924          |
| 0.2331        | 748.3  | 110000 | 0.9456          |
| 0.2331        | 748.98 | 110100 | 0.9486          |
| 0.2275        | 749.66 | 110200 | 0.9388          |
| 0.2303        | 750.34 | 110300 | 0.9762          |
| 0.2322        | 751.02 | 110400 | 0.9643          |
| 0.2322        | 751.7  | 110500 | 0.9878          |
| 0.232         | 752.38 | 110600 | 0.9780          |
| 0.2348        | 753.06 | 110700 | 0.9774          |
| 0.2348        | 753.74 | 110800 | 1.0018          |
| 0.2312        | 754.42 | 110900 | 0.9684          |
| 0.2304        | 755.1  | 111000 | 0.9828          |
| 0.2304        | 755.78 | 111100 | 0.9591          |
| 0.2412        | 756.46 | 111200 | 0.9862          |
| 0.2313        | 757.14 | 111300 | 0.9796          |
| 0.2313        | 757.82 | 111400 | 0.9653          |
| 0.2309        | 758.5  | 111500 | 0.9666          |
| 0.2293        | 759.18 | 111600 | 1.0382          |
| 0.2293        | 759.86 | 111700 | 1.0208          |
| 0.235         | 760.54 | 111800 | 1.0372          |
| 0.2337        | 761.22 | 111900 | 1.0057          |
| 0.2337        | 761.9  | 112000 | 1.0245          |
| 0.2309        | 762.59 | 112100 | 0.9766          |
| 0.2275        | 763.27 | 112200 | 0.9449          |
| 0.2275        | 763.95 | 112300 | 0.9659          |
| 0.2263        | 764.63 | 112400 | 0.9614          |
| 0.2325        | 765.31 | 112500 | 0.9605          |
| 0.2325        | 765.99 | 112600 | 0.9494          |
| 0.2292        | 766.67 | 112700 | 0.9632          |
| 0.2246        | 767.35 | 112800 | 0.9762          |
| 0.2268        | 768.03 | 112900 | 0.9754          |
| 0.2268        | 768.71 | 113000 | 0.9704          |
| 0.2274        | 769.39 | 113100 | 0.9722          |
| 0.2234        | 770.07 | 113200 | 0.9678          |
| 0.2234        | 770.75 | 113300 | 0.9736          |
| 0.2238        | 771.43 | 113400 | 1.0298          |
| 0.2242        | 772.11 | 113500 | 0.9642          |
| 0.2242        | 772.79 | 113600 | 0.9844          |
| 0.2257        | 773.47 | 113700 | 0.9649          |
| 0.225         | 774.15 | 113800 | 0.9992          |
| 0.225         | 774.83 | 113900 | 0.9868          |
| 0.2262        | 775.51 | 114000 | 1.0092          |
| 0.2266        | 776.19 | 114100 | 0.9961          |
| 0.2266        | 776.87 | 114200 | 0.9714          |
| 0.2314        | 777.55 | 114300 | 0.9864          |
| 0.217         | 778.23 | 114400 | 0.9824          |
| 0.217         | 778.91 | 114500 | 0.9910          |
| 0.2248        | 779.59 | 114600 | 0.9945          |
| 0.223         | 780.27 | 114700 | 0.9858          |
| 0.223         | 780.95 | 114800 | 0.9657          |
| 0.2312        | 781.63 | 114900 | 1.0191          |
| 0.2223        | 782.31 | 115000 | 1.0089          |
| 0.2223        | 782.99 | 115100 | 1.0103          |
| 0.2222        | 783.67 | 115200 | 1.0265          |
| 0.2231        | 784.35 | 115300 | 1.0014          |
| 0.2276        | 785.03 | 115400 | 0.9888          |
| 0.2276        | 785.71 | 115500 | 0.9721          |
| 0.222         | 786.39 | 115600 | 0.9885          |
| 0.2142        | 787.07 | 115700 | 0.9856          |
| 0.2142        | 787.76 | 115800 | 0.9973          |
| 0.2208        | 788.44 | 115900 | 0.9472          |
| 0.223         | 789.12 | 116000 | 0.9729          |
| 0.223         | 789.8  | 116100 | 0.9979          |
| 0.2207        | 790.48 | 116200 | 0.9717          |
| 0.2329        | 791.16 | 116300 | 0.9832          |
| 0.2329        | 791.84 | 116400 | 0.9535          |
| 0.2174        | 792.52 | 116500 | 0.9792          |
| 0.219         | 793.2  | 116600 | 0.9819          |
| 0.219         | 793.88 | 116700 | 1.0191          |
| 0.2262        | 794.56 | 116800 | 1.0070          |
| 0.2202        | 795.24 | 116900 | 0.9743          |
| 0.2202        | 795.92 | 117000 | 0.9888          |
| 0.2205        | 796.6  | 117100 | 0.9719          |
| 0.2217        | 797.28 | 117200 | 0.9671          |
| 0.2217        | 797.96 | 117300 | 0.9480          |
| 0.226         | 798.64 | 117400 | 0.9839          |
| 0.2181        | 799.32 | 117500 | 0.9551          |
| 0.2181        | 800.0  | 117600 | 0.9727          |
| 0.2178        | 800.68 | 117700 | 0.9849          |
| 0.2226        | 801.36 | 117800 | 0.9799          |
| 0.2151        | 802.04 | 117900 | 0.9489          |
| 0.2151        | 802.72 | 118000 | 0.9519          |
| 0.2284        | 803.4  | 118100 | 0.9786          |
| 0.2168        | 804.08 | 118200 | 0.9589          |
| 0.2168        | 804.76 | 118300 | 0.9683          |
| 0.2161        | 805.44 | 118400 | 0.9861          |
| 0.2113        | 806.12 | 118500 | 0.9648          |
| 0.2113        | 806.8  | 118600 | 0.9970          |
| 0.2201        | 807.48 | 118700 | 0.9777          |
| 0.2105        | 808.16 | 118800 | 0.9693          |
| 0.2105        | 808.84 | 118900 | 0.9831          |
| 0.2139        | 809.52 | 119000 | 0.9316          |
| 0.2263        | 810.2  | 119100 | 0.9245          |
| 0.2263        | 810.88 | 119200 | 0.9254          |
| 0.2275        | 811.56 | 119300 | 0.9750          |
| 0.2133        | 812.24 | 119400 | 0.9973          |
| 0.2133        | 812.93 | 119500 | 0.9579          |
| 0.2132        | 813.61 | 119600 | 0.9847          |
| 0.2167        | 814.29 | 119700 | 0.9638          |
| 0.2167        | 814.97 | 119800 | 0.9713          |
| 0.2161        | 815.65 | 119900 | 0.9488          |
| 0.2224        | 816.33 | 120000 | 1.0207          |
| 0.215         | 817.01 | 120100 | 0.9745          |
| 0.215         | 817.69 | 120200 | 0.9800          |
| 0.2142        | 818.37 | 120300 | 0.9843          |
| 0.2146        | 819.05 | 120400 | 0.9693          |
| 0.2146        | 819.73 | 120500 | 0.9966          |
| 0.2169        | 820.41 | 120600 | 0.9695          |
| 0.2137        | 821.09 | 120700 | 0.9613          |
| 0.2137        | 821.77 | 120800 | 0.9962          |
| 0.2141        | 822.45 | 120900 | 0.9930          |
| 0.2185        | 823.13 | 121000 | 0.9766          |
| 0.2185        | 823.81 | 121100 | 0.9663          |
| 0.2104        | 824.49 | 121200 | 0.9545          |
| 0.2167        | 825.17 | 121300 | 0.9401          |
| 0.2167        | 825.85 | 121400 | 0.9651          |
| 0.2123        | 826.53 | 121500 | 0.9568          |
| 0.2174        | 827.21 | 121600 | 0.9756          |
| 0.2174        | 827.89 | 121700 | 0.9679          |
| 0.2195        | 828.57 | 121800 | 0.9835          |
| 0.2204        | 829.25 | 121900 | 0.9675          |
| 0.2204        | 829.93 | 122000 | 0.9839          |
| 0.2139        | 830.61 | 122100 | 0.9765          |
| 0.2218        | 831.29 | 122200 | 0.9590          |
| 0.2218        | 831.97 | 122300 | 0.9659          |
| 0.2178        | 832.65 | 122400 | 0.9701          |
| 0.2113        | 833.33 | 122500 | 0.9306          |
| 0.2159        | 834.01 | 122600 | 0.9616          |
| 0.2159        | 834.69 | 122700 | 0.9466          |
| 0.2158        | 835.37 | 122800 | 0.9510          |
| 0.2145        | 836.05 | 122900 | 0.9692          |
| 0.2145        | 836.73 | 123000 | 0.9628          |
| 0.2117        | 837.41 | 123100 | 0.9403          |
| 0.2118        | 838.1  | 123200 | 0.9518          |
| 0.2118        | 838.78 | 123300 | 0.9710          |
| 0.2114        | 839.46 | 123400 | 0.9493          |
| 0.2141        | 840.14 | 123500 | 0.9499          |
| 0.2141        | 840.82 | 123600 | 0.9426          |
| 0.2091        | 841.5  | 123700 | 0.9513          |
| 0.2104        | 842.18 | 123800 | 0.9460          |
| 0.2104        | 842.86 | 123900 | 0.9268          |
| 0.2076        | 843.54 | 124000 | 0.9714          |
| 0.2069        | 844.22 | 124100 | 0.9622          |
| 0.2069        | 844.9  | 124200 | 0.9883          |
| 0.2093        | 845.58 | 124300 | 0.9668          |
| 0.2098        | 846.26 | 124400 | 0.9509          |
| 0.2098        | 846.94 | 124500 | 0.9675          |
| 0.2106        | 847.62 | 124600 | 0.9406          |
| 0.2176        | 848.3  | 124700 | 0.9220          |
| 0.2176        | 848.98 | 124800 | 0.9003          |
| 0.2068        | 849.66 | 124900 | 0.9253          |
| 0.2101        | 850.34 | 125000 | 0.8712          |
| 0.2164        | 851.02 | 125100 | 0.9273          |
| 0.2164        | 851.7  | 125200 | 0.9093          |
| 0.214         | 852.38 | 125300 | 0.9479          |
| 0.2191        | 853.06 | 125400 | 0.9132          |
| 0.2191        | 853.74 | 125500 | 0.9244          |
| 0.2205        | 854.42 | 125600 | 0.9187          |
| 0.2082        | 855.1  | 125700 | 0.9112          |
| 0.2082        | 855.78 | 125800 | 0.9785          |
| 0.206         | 856.46 | 125900 | 1.0037          |
| 0.203         | 857.14 | 126000 | 1.0003          |
| 0.203         | 857.82 | 126100 | 0.9682          |
| 0.2121        | 858.5  | 126200 | 0.9759          |
| 0.2079        | 859.18 | 126300 | 0.9583          |
| 0.2079        | 859.86 | 126400 | 0.9627          |
| 0.2064        | 860.54 | 126500 | 0.9796          |
| 0.2132        | 861.22 | 126600 | 0.9863          |
| 0.2132        | 861.9  | 126700 | 0.9890          |
| 0.2132        | 862.59 | 126800 | 1.0000          |
| 0.2108        | 863.27 | 126900 | 0.9936          |
| 0.2108        | 863.95 | 127000 | 0.9510          |
| 0.2075        | 864.63 | 127100 | 0.9674          |
| 0.2081        | 865.31 | 127200 | 0.9562          |
| 0.2081        | 865.99 | 127300 | 0.9576          |
| 0.2165        | 866.67 | 127400 | 0.9516          |
| 0.2103        | 867.35 | 127500 | 0.9649          |
| 0.2078        | 868.03 | 127600 | 0.9543          |
| 0.2078        | 868.71 | 127700 | 0.9340          |
| 0.2001        | 869.39 | 127800 | 0.9447          |
| 0.2086        | 870.07 | 127900 | 0.9299          |
| 0.2086        | 870.75 | 128000 | 0.9294          |
| 0.2034        | 871.43 | 128100 | 0.9396          |
| 0.205         | 872.11 | 128200 | 0.9387          |
| 0.205         | 872.79 | 128300 | 0.9331          |
| 0.2083        | 873.47 | 128400 | 0.9292          |
| 0.2118        | 874.15 | 128500 | 0.9468          |
| 0.2118        | 874.83 | 128600 | 0.9398          |
| 0.2061        | 875.51 | 128700 | 0.9466          |
| 0.2117        | 876.19 | 128800 | 0.9093          |
| 0.2117        | 876.87 | 128900 | 0.9129          |
| 0.207         | 877.55 | 129000 | 0.9233          |
| 0.2038        | 878.23 | 129100 | 0.9220          |
| 0.2038        | 878.91 | 129200 | 0.9356          |
| 0.207         | 879.59 | 129300 | 0.9280          |
| 0.2088        | 880.27 | 129400 | 0.9434          |
| 0.2088        | 880.95 | 129500 | 0.9478          |
| 0.2077        | 881.63 | 129600 | 0.9528          |
| 0.2027        | 882.31 | 129700 | 0.9433          |
| 0.2027        | 882.99 | 129800 | 0.9510          |
| 0.2054        | 883.67 | 129900 | 0.9538          |
| 0.2049        | 884.35 | 130000 | 0.9634          |
| 0.2022        | 885.03 | 130100 | 0.9260          |
| 0.2022        | 885.71 | 130200 | 0.9655          |
| 0.206         | 886.39 | 130300 | 0.9469          |
| 0.2027        | 887.07 | 130400 | 0.9635          |
| 0.2027        | 887.76 | 130500 | 0.9606          |
| 0.2003        | 888.44 | 130600 | 0.9452          |
| 0.2049        | 889.12 | 130700 | 0.9407          |
| 0.2049        | 889.8  | 130800 | 0.9174          |
| 0.2086        | 890.48 | 130900 | 0.9513          |
| 0.2018        | 891.16 | 131000 | 0.9203          |
| 0.2018        | 891.84 | 131100 | 0.9370          |
| 0.2109        | 892.52 | 131200 | 0.9344          |
| 0.2041        | 893.2  | 131300 | 0.9300          |
| 0.2041        | 893.88 | 131400 | 0.9149          |
| 0.2009        | 894.56 | 131500 | 0.9109          |
| 0.2037        | 895.24 | 131600 | 0.9259          |
| 0.2037        | 895.92 | 131700 | 0.9581          |
| 0.2082        | 896.6  | 131800 | 0.9198          |
| 0.2067        | 897.28 | 131900 | 0.9171          |
| 0.2067        | 897.96 | 132000 | 0.8966          |
| 0.2119        | 898.64 | 132100 | 0.9311          |
| 0.2023        | 899.32 | 132200 | 0.9210          |
| 0.2023        | 900.0  | 132300 | 0.9106          |
| 0.2087        | 900.68 | 132400 | 0.9157          |
| 0.2152        | 901.36 | 132500 | 0.9347          |
| 0.2087        | 902.04 | 132600 | 0.9516          |
| 0.2087        | 902.72 | 132700 | 0.9711          |
| 0.2057        | 903.4  | 132800 | 0.9298          |
| 0.2071        | 904.08 | 132900 | 0.9421          |
| 0.2071        | 904.76 | 133000 | 0.9209          |
| 0.2097        | 905.44 | 133100 | 0.9325          |
| 0.2081        | 906.12 | 133200 | 0.9231          |
| 0.2081        | 906.8  | 133300 | 0.9227          |
| 0.2012        | 907.48 | 133400 | 0.9220          |
| 0.1995        | 908.16 | 133500 | 0.9500          |
| 0.1995        | 908.84 | 133600 | 0.9587          |
| 0.2058        | 909.52 | 133700 | 0.9579          |
| 0.2011        | 910.2  | 133800 | 0.9512          |
| 0.2011        | 910.88 | 133900 | 0.9445          |
| 0.2083        | 911.56 | 134000 | 0.9482          |
| 0.2022        | 912.24 | 134100 | 0.9282          |
| 0.2022        | 912.93 | 134200 | 0.9387          |
| 0.2003        | 913.61 | 134300 | 0.9509          |
| 0.212         | 914.29 | 134400 | 0.9609          |
| 0.212         | 914.97 | 134500 | 0.9430          |
| 0.2045        | 915.65 | 134600 | 0.9330          |
| 0.2045        | 916.33 | 134700 | 0.9764          |
| 0.2049        | 917.01 | 134800 | 0.9311          |
| 0.2049        | 917.69 | 134900 | 0.9344          |
| 0.2028        | 918.37 | 135000 | 0.9538          |
| 0.1993        | 919.05 | 135100 | 0.9359          |
| 0.1993        | 919.73 | 135200 | 0.9695          |
| 0.2068        | 920.41 | 135300 | 0.9354          |
| 0.2036        | 921.09 | 135400 | 0.9817          |
| 0.2036        | 921.77 | 135500 | 0.9404          |
| 0.2054        | 922.45 | 135600 | 0.9537          |
| 0.2017        | 923.13 | 135700 | 0.9613          |
| 0.2017        | 923.81 | 135800 | 0.9340          |
| 0.1973        | 924.49 | 135900 | 0.9313          |
| 0.216         | 925.17 | 136000 | 0.9541          |
| 0.216         | 925.85 | 136100 | 0.9556          |
| 0.2032        | 926.53 | 136200 | 0.9236          |
| 0.1984        | 927.21 | 136300 | 0.9243          |
| 0.1984        | 927.89 | 136400 | 0.9497          |
| 0.195         | 928.57 | 136500 | 0.9485          |
| 0.196         | 929.25 | 136600 | 0.9370          |
| 0.196         | 929.93 | 136700 | 0.9294          |
| 0.1991        | 930.61 | 136800 | 0.9510          |
| 0.2008        | 931.29 | 136900 | 0.9445          |
| 0.2008        | 931.97 | 137000 | 0.9428          |
| 0.1997        | 932.65 | 137100 | 0.9718          |
| 0.1998        | 933.33 | 137200 | 0.9620          |
| 0.1962        | 934.01 | 137300 | 0.9388          |
| 0.1962        | 934.69 | 137400 | 0.9578          |
| 0.1932        | 935.37 | 137500 | 0.9383          |
| 0.1989        | 936.05 | 137600 | 0.9285          |
| 0.1989        | 936.73 | 137700 | 0.9671          |
| 0.1965        | 937.41 | 137800 | 0.9572          |
| 0.1988        | 938.1  | 137900 | 0.9487          |
| 0.1988        | 938.78 | 138000 | 0.9369          |
| 0.2006        | 939.46 | 138100 | 0.9343          |
| 0.1995        | 940.14 | 138200 | 0.9488          |
| 0.1995        | 940.82 | 138300 | 0.9242          |
| 0.2047        | 941.5  | 138400 | 0.9214          |
| 0.2118        | 942.18 | 138500 | 0.9054          |
| 0.2118        | 942.86 | 138600 | 0.9391          |
| 0.1934        | 943.54 | 138700 | 0.9256          |
| 0.2012        | 944.22 | 138800 | 0.9372          |
| 0.2012        | 944.9  | 138900 | 0.9355          |
| 0.1984        | 945.58 | 139000 | 0.9284          |
| 0.1953        | 946.26 | 139100 | 0.9206          |
| 0.1953        | 946.94 | 139200 | 0.9281          |
| 0.1974        | 947.62 | 139300 | 0.9300          |
| 0.1919        | 948.3  | 139400 | 0.9566          |
| 0.1919        | 948.98 | 139500 | 0.9674          |
| 0.1951        | 949.66 | 139600 | 0.9739          |
| 0.1986        | 950.34 | 139700 | 0.9548          |
| 0.2041        | 951.02 | 139800 | 0.9510          |
| 0.2041        | 951.7  | 139900 | 0.9621          |
| 0.198         | 952.38 | 140000 | 0.9119          |
| 0.1954        | 953.06 | 140100 | 0.9355          |
| 0.1954        | 953.74 | 140200 | 0.9858          |
| 0.1986        | 954.42 | 140300 | 0.9534          |
| 0.2021        | 955.1  | 140400 | 0.9391          |
| 0.2021        | 955.78 | 140500 | 0.9440          |
| 0.2           | 956.46 | 140600 | 0.9461          |
| 0.1928        | 957.14 | 140700 | 0.9493          |
| 0.1928        | 957.82 | 140800 | 0.9452          |
| 0.1953        | 958.5  | 140900 | 0.9946          |
| 0.1982        | 959.18 | 141000 | 0.9450          |
| 0.1982        | 959.86 | 141100 | 0.9513          |
| 0.2022        | 960.54 | 141200 | 0.9530          |
| 0.1939        | 961.22 | 141300 | 0.9312          |
| 0.1939        | 961.9  | 141400 | 0.9523          |
| 0.2007        | 962.59 | 141500 | 0.9353          |
| 0.1884        | 963.27 | 141600 | 0.9613          |
| 0.1884        | 963.95 | 141700 | 0.9531          |
| 0.1993        | 964.63 | 141800 | 0.9392          |
| 0.1971        | 965.31 | 141900 | 0.9484          |
| 0.1971        | 965.99 | 142000 | 0.9328          |
| 0.1961        | 966.67 | 142100 | 0.9410          |
| 0.1977        | 967.35 | 142200 | 0.9437          |
| 0.1998        | 968.03 | 142300 | 0.9449          |
| 0.1998        | 968.71 | 142400 | 0.9371          |
| 0.1982        | 969.39 | 142500 | 0.9450          |
| 0.1996        | 970.07 | 142600 | 0.9448          |
| 0.1996        | 970.75 | 142700 | 0.9493          |
| 0.1964        | 971.43 | 142800 | 0.9377          |
| 0.1938        | 972.11 | 142900 | 0.9306          |
| 0.1938        | 972.79 | 143000 | 0.9513          |
| 0.1897        | 973.47 | 143100 | 0.9496          |
| 0.2045        | 974.15 | 143200 | 0.9461          |
| 0.2045        | 974.83 | 143300 | 0.9329          |
| 0.1946        | 975.51 | 143400 | 0.9688          |
| 0.197         | 976.19 | 143500 | 0.9371          |
| 0.197         | 976.87 | 143600 | 0.9512          |
| 0.2004        | 977.55 | 143700 | 0.9373          |
| 0.2002        | 978.23 | 143800 | 0.9569          |
| 0.2002        | 978.91 | 143900 | 0.9513          |
| 0.1916        | 979.59 | 144000 | 0.9457          |
| 0.1959        | 980.27 | 144100 | 0.9251          |
| 0.1959        | 980.95 | 144200 | 0.9330          |
| 0.1934        | 981.63 | 144300 | 0.9382          |
| 0.1954        | 982.31 | 144400 | 0.9553          |
| 0.1954        | 982.99 | 144500 | 0.9498          |
| 0.1919        | 983.67 | 144600 | 0.9558          |
| 0.1883        | 984.35 | 144700 | 0.9484          |
| 0.1928        | 985.03 | 144800 | 0.9310          |
| 0.1928        | 985.71 | 144900 | 0.9282          |
| 0.1872        | 986.39 | 145000 | 0.9351          |
| 0.1868        | 987.07 | 145100 | 0.9457          |
| 0.1868        | 987.76 | 145200 | 0.9444          |
| 0.1906        | 988.44 | 145300 | 0.9478          |
| 0.1957        | 989.12 | 145400 | 0.9691          |
| 0.1957        | 989.8  | 145500 | 0.9437          |
| 0.1959        | 990.48 | 145600 | 0.9576          |
| 0.1912        | 991.16 | 145700 | 0.9539          |
| 0.1912        | 991.84 | 145800 | 0.9463          |
| 0.1977        | 992.52 | 145900 | 0.9703          |
| 0.1955        | 993.2  | 146000 | 0.9462          |
| 0.1955        | 993.88 | 146100 | 0.9621          |
| 0.1923        | 994.56 | 146200 | 0.9568          |
| 0.1959        | 995.24 | 146300 | 0.9650          |
| 0.1959        | 995.92 | 146400 | 0.9668          |
| 0.1921        | 996.6  | 146500 | 0.9588          |
| 0.1968        | 997.28 | 146600 | 0.9510          |
| 0.1968        | 997.96 | 146700 | 0.9430          |
| 0.1927        | 998.64 | 146800 | 0.9672          |
| 0.1995        | 999.32 | 146900 | 0.9508          |
| 0.1995        | 1000.0 | 147000 | 0.9548          |


### Framework versions

- Transformers 4.33.1
- Pytorch 2.2.0.dev20230910+cu121
- Datasets 2.13.1
- Tokenizers 0.13.3