transformers safetensors roberta generated_from_trainer base_model:roberta-base license:mit endpoints_compatible region:us
---
license: mit
base_model: roberta-base
tags:
- generated_from_trainer
model-index:
- name: Sentiment-roberta-base-inter-sorted-model_annots-cross-ent
  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. -->

# Sentiment-roberta-base-inter-sorted-model_annots-cross-ent

This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 57.0118

## 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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 109.8812      | 0.0   | 1    | 124.1948        |
| 111.7801      | 0.01  | 2    | 124.1932        |
| 113.6328      | 0.01  | 3    | 124.1902        |
| 112.1909      | 0.01  | 4    | 124.1854        |
| 142.56        | 0.01  | 5    | 124.1788        |
| 134.6456      | 0.02  | 6    | 124.1705        |
| 113.6647      | 0.02  | 7    | 124.1608        |
| 124.0705      | 0.02  | 8    | 124.1492        |
| 133.8545      | 0.03  | 9    | 124.1358        |
| 123.2658      | 0.03  | 10   | 124.1205        |
| 127.8753      | 0.03  | 11   | 124.1031        |
| 125.8776      | 0.03  | 12   | 124.0838        |
| 116.5539      | 0.04  | 13   | 124.0627        |
| 125.7132      | 0.04  | 14   | 124.0398        |
| 122.1749      | 0.04  | 15   | 124.0154        |
| 113.5554      | 0.05  | 16   | 123.9902        |
| 141.9999      | 0.05  | 17   | 123.9629        |
| 125.7544      | 0.05  | 18   | 123.9338        |
| 133.1971      | 0.05  | 19   | 123.9024        |
| 128.7684      | 0.06  | 20   | 123.8695        |
| 130.3949      | 0.06  | 21   | 123.8343        |
| 125.2538      | 0.06  | 22   | 123.7979        |
| 115.7043      | 0.07  | 23   | 123.7610        |
| 129.2128      | 0.07  | 24   | 123.7236        |
| 135.1304      | 0.07  | 25   | 123.6847        |
| 127.3087      | 0.07  | 26   | 123.6435        |
| 115.6722      | 0.08  | 27   | 123.6014        |
| 130.0172      | 0.08  | 28   | 123.5574        |
| 117.7022      | 0.08  | 29   | 123.5115        |
| 114.4745      | 0.09  | 30   | 123.4642        |
| 137.9097      | 0.09  | 31   | 123.4142        |
| 137.0809      | 0.09  | 32   | 123.3631        |
| 117.0788      | 0.09  | 33   | 123.3107        |
| 117.0984      | 0.1   | 34   | 123.2572        |
| 131.7149      | 0.1   | 35   | 123.2009        |
| 115.8973      | 0.1   | 36   | 123.1426        |
| 120.5895      | 0.11  | 37   | 123.0809        |
| 121.2989      | 0.11  | 38   | 123.0233        |
| 116.0854      | 0.11  | 39   | 122.9650        |
| 121.2873      | 0.11  | 40   | 122.8983        |
| 120.3503      | 0.12  | 41   | 122.7891        |
| 117.0807      | 0.12  | 42   | 122.7147        |
| 131.0786      | 0.12  | 43   | 122.6360        |
| 141.1669      | 0.12  | 44   | 122.5553        |
| 121.7176      | 0.13  | 45   | 122.5103        |
| 135.049       | 0.13  | 46   | 122.4835        |
| 124.0525      | 0.13  | 47   | 122.4418        |
| 118.8283      | 0.14  | 48   | 122.4025        |
| 134.6972      | 0.14  | 49   | 122.3355        |
| 122.8732      | 0.14  | 50   | 122.2189        |
| 117.1111      | 0.14  | 51   | 122.1387        |
| 135.1908      | 0.15  | 52   | 122.0353        |
| 111.9762      | 0.15  | 53   | 121.6914        |
| 111.2424      | 0.15  | 54   | 121.1564        |
| 120.8462      | 0.16  | 55   | 120.1434        |
| 124.6928      | 0.16  | 56   | 118.5888        |
| 122.7052      | 0.16  | 57   | 115.3733        |
| 109.6784      | 0.16  | 58   | 110.8530        |
| 90.6884       | 0.17  | 59   | 102.9176        |
| 95.5761       | 0.17  | 60   | 93.5310         |
| 87.7612       | 0.17  | 61   | 86.6142         |
| 85.5104       | 0.18  | 62   | 79.9910         |
| 82.8745       | 0.18  | 63   | 74.5632         |
| 70.9006       | 0.18  | 64   | 69.9273         |
| 70.451        | 0.18  | 65   | 67.4588         |
| 64.3278       | 0.19  | 66   | 65.7949         |
| 65.356        | 0.19  | 67   | 65.1181         |
| 77.1931       | 0.19  | 68   | 64.7650         |
| 64.1182       | 0.2   | 69   | 64.4203         |
| 72.3954       | 0.2   | 70   | 64.1186         |
| 56.3829       | 0.2   | 71   | 63.7684         |
| 63.15         | 0.2   | 72   | 63.3761         |
| 79.047        | 0.21  | 73   | 62.9681         |
| 61.3507       | 0.21  | 74   | 62.5119         |
| 63.9114       | 0.21  | 75   | 62.0300         |
| 61.1679       | 0.22  | 76   | 61.5176         |
| 54.9191       | 0.22  | 77   | 61.0023         |
| 60.2574       | 0.22  | 78   | 60.4882         |
| 57.766        | 0.22  | 79   | 60.3374         |
| 65.3683       | 0.23  | 80   | 60.5143         |
| 75.7975       | 0.23  | 81   | 60.9526         |
| 67.8662       | 0.23  | 82   | 61.1504         |
| 53.2692       | 0.24  | 83   | 61.1625         |
| 90.7526       | 0.24  | 84   | 60.9020         |
| 68.797        | 0.24  | 85   | 60.1599         |
| 54.9551       | 0.24  | 86   | 59.6253         |
| 45.8592       | 0.25  | 87   | 59.0937         |
| 63.9277       | 0.25  | 88   | 58.5852         |
| 49.7833       | 0.25  | 89   | 58.2000         |
| 76.0924       | 0.26  | 90   | 57.8504         |
| 59.6978       | 0.26  | 91   | 57.7848         |
| 58.7434       | 0.26  | 92   | 58.0299         |
| 71.116        | 0.26  | 93   | 58.1386         |
| 55.563        | 0.27  | 94   | 58.3841         |
| 45.4999       | 0.27  | 95   | 58.5804         |
| 57.2642       | 0.27  | 96   | 58.6228         |
| 71.7907       | 0.28  | 97   | 58.5630         |
| 58.7139       | 0.28  | 98   | 58.5607         |
| 55.9097       | 0.28  | 99   | 58.4837         |
| 53.1391       | 0.28  | 100  | 58.4488         |
| 51.0682       | 0.29  | 101  | 58.5136         |
| 60.7945       | 0.29  | 102  | 58.6088         |
| 51.0449       | 0.29  | 103  | 58.8513         |
| 68.9816       | 0.3   | 104  | 59.2178         |
| 76.7175       | 0.3   | 105  | 59.2311         |
| 51.3518       | 0.3   | 106  | 59.4592         |
| 52.5932       | 0.3   | 107  | 60.0380         |
| 71.7208       | 0.31  | 108  | 60.5794         |
| 67.4686       | 0.31  | 109  | 60.7528         |
| 64.8375       | 0.31  | 110  | 61.0440         |
| 51.1418       | 0.32  | 111  | 61.0755         |
| 47.5922       | 0.32  | 112  | 61.0005         |
| 73.3061       | 0.32  | 113  | 60.9565         |
| 42.7896       | 0.32  | 114  | 60.8474         |
| 60.0017       | 0.33  | 115  | 60.4185         |
| 75.8304       | 0.33  | 116  | 60.0076         |
| 61.4443       | 0.33  | 117  | 59.0459         |
| 51.6938       | 0.34  | 118  | 58.2128         |
| 53.7622       | 0.34  | 119  | 58.1813         |
| 64.6523       | 0.34  | 120  | 58.1714         |
| 58.2454       | 0.34  | 121  | 58.1823         |
| 43.657        | 0.35  | 122  | 58.2039         |
| 46.4209       | 0.35  | 123  | 58.2222         |
| 57.2513       | 0.35  | 124  | 58.2041         |
| 44.4196       | 0.36  | 125  | 58.2276         |
| 56.1792       | 0.36  | 126  | 58.2178         |
| 55.8736       | 0.36  | 127  | 57.9349         |
| 50.091        | 0.36  | 128  | 57.6932         |
| 47.923        | 0.37  | 129  | 57.5246         |
| 49.2499       | 0.37  | 130  | 57.1921         |
| 59.9832       | 0.37  | 131  | 56.9272         |
| 55.9766       | 0.38  | 132  | 56.5856         |
| 83.4748       | 0.38  | 133  | 56.3358         |
| 66.8553       | 0.38  | 134  | 56.1146         |
| 63.737        | 0.38  | 135  | 56.0049         |
| 63.7475       | 0.39  | 136  | 55.9159         |
| 57.6668       | 0.39  | 137  | 55.8748         |
| 45.3981       | 0.39  | 138  | 56.4533         |
| 58.1742       | 0.39  | 139  | 57.0615         |
| 40.1722       | 0.4   | 140  | 57.9317         |
| 58.3295       | 0.4   | 141  | 58.0778         |
| 57.6365       | 0.4   | 142  | 58.0011         |
| 59.9126       | 0.41  | 143  | 58.0483         |
| 82.8796       | 0.41  | 144  | 58.0399         |
| 53.0089       | 0.41  | 145  | 58.0529         |
| 51.3806       | 0.41  | 146  | 58.2211         |
| 57.0481       | 0.42  | 147  | 58.4493         |
| 47.9849       | 0.42  | 148  | 58.5453         |
| 62.3257       | 0.42  | 149  | 58.5084         |
| 46.3796       | 0.43  | 150  | 58.4679         |
| 49.6011       | 0.43  | 151  | 58.4947         |
| 63.9766       | 0.43  | 152  | 58.5007         |
| 70.8226       | 0.43  | 153  | 58.4853         |
| 58.5695       | 0.44  | 154  | 58.4542         |
| 57.5268       | 0.44  | 155  | 58.3908         |
| 56.8707       | 0.44  | 156  | 58.3137         |
| 50.3619       | 0.45  | 157  | 58.2489         |
| 68.9024       | 0.45  | 158  | 58.1685         |
| 48.9193       | 0.45  | 159  | 58.1094         |
| 55.4822       | 0.45  | 160  | 58.0774         |
| 74.9511       | 0.46  | 161  | 57.8032         |
| 55.5858       | 0.46  | 162  | 56.5333         |
| 49.3924       | 0.46  | 163  | 56.0410         |
| 50.4344       | 0.47  | 164  | 56.0273         |
| 51.8884       | 0.47  | 165  | 56.0367         |
| 43.8586       | 0.47  | 166  | 56.0877         |
| 48.5267       | 0.47  | 167  | 56.0928         |
| 65.3873       | 0.48  | 168  | 56.1105         |
| 67.7656       | 0.48  | 169  | 56.0801         |
| 80.355        | 0.48  | 170  | 56.0849         |
| 61.9919       | 0.49  | 171  | 56.0691         |
| 68.9964       | 0.49  | 172  | 56.2188         |
| 43.5897       | 0.49  | 173  | 56.7283         |
| 38.9912       | 0.49  | 174  | 57.7874         |
| 60.1425       | 0.5   | 175  | 58.4013         |
| 59.7872       | 0.5   | 176  | 58.5824         |
| 66.9665       | 0.5   | 177  | 58.5052         |
| 49.732        | 0.51  | 178  | 58.3369         |
| 57.7521       | 0.51  | 179  | 58.1920         |
| 75.3166       | 0.51  | 180  | 58.0977         |
| 55.718        | 0.51  | 181  | 58.0782         |
| 72.2144       | 0.52  | 182  | 58.0509         |
| 61.2599       | 0.52  | 183  | 58.0761         |
| 68.2244       | 0.52  | 184  | 58.0867         |
| 65.0868       | 0.53  | 185  | 58.0962         |
| 56.5216       | 0.53  | 186  | 58.1057         |
| 60.8701       | 0.53  | 187  | 58.0975         |
| 82.5822       | 0.53  | 188  | 58.0766         |
| 52.7665       | 0.54  | 189  | 58.0656         |
| 62.9182       | 0.54  | 190  | 58.0537         |
| 51.345        | 0.54  | 191  | 58.0655         |
| 65.3214       | 0.55  | 192  | 58.0662         |
| 57.5311       | 0.55  | 193  | 58.0621         |
| 50.6254       | 0.55  | 194  | 57.9859         |
| 41.9449       | 0.55  | 195  | 57.8934         |
| 68.3065       | 0.56  | 196  | 57.7664         |
| 67.0454       | 0.56  | 197  | 57.6366         |
| 55.3913       | 0.56  | 198  | 57.6108         |
| 53.6858       | 0.57  | 199  | 57.5798         |
| 51.5468       | 0.57  | 200  | 57.6070         |
| 67.3287       | 0.57  | 201  | 57.6161         |
| 73.9998       | 0.57  | 202  | 57.5900         |
| 40.6576       | 0.58  | 203  | 57.6963         |
| 55.083        | 0.58  | 204  | 57.7161         |
| 75.6154       | 0.58  | 205  | 57.7368         |
| 69.7111       | 0.59  | 206  | 57.7793         |
| 53.7767       | 0.59  | 207  | 57.7842         |
| 61.5442       | 0.59  | 208  | 57.8216         |
| 53.5617       | 0.59  | 209  | 57.8480         |
| 54.7543       | 0.6   | 210  | 57.8513         |
| 63.2211       | 0.6   | 211  | 57.8572         |
| 37.2139       | 0.6   | 212  | 58.0734         |
| 49.2615       | 0.61  | 213  | 58.3970         |
| 71.018        | 0.61  | 214  | 59.0307         |
| 43.1543       | 0.61  | 215  | 59.6497         |
| 54.7178       | 0.61  | 216  | 59.7068         |
| 67.6443       | 0.62  | 217  | 59.6951         |
| 58.8557       | 0.62  | 218  | 59.6323         |
| 72.9359       | 0.62  | 219  | 59.3199         |
| 68.6792       | 0.62  | 220  | 58.7191         |
| 59.9576       | 0.63  | 221  | 58.1231         |
| 52.5431       | 0.63  | 222  | 57.9779         |
| 70.6781       | 0.63  | 223  | 57.8500         |
| 45.1196       | 0.64  | 224  | 57.7837         |
| 64.2707       | 0.64  | 225  | 57.7438         |
| 60.0946       | 0.64  | 226  | 57.7476         |
| 39.2545       | 0.64  | 227  | 57.7535         |
| 46.7515       | 0.65  | 228  | 57.7600         |
| 54.7068       | 0.65  | 229  | 57.7710         |
| 75.9696       | 0.65  | 230  | 57.7697         |
| 56.8496       | 0.66  | 231  | 57.7671         |
| 46.8567       | 0.66  | 232  | 57.7725         |
| 46.9858       | 0.66  | 233  | 57.7958         |
| 66.9303       | 0.66  | 234  | 57.8156         |
| 72.9561       | 0.67  | 235  | 57.8223         |
| 62.2598       | 0.67  | 236  | 57.8038         |
| 64.351        | 0.67  | 237  | 57.7416         |
| 67.8039       | 0.68  | 238  | 57.6503         |
| 40.8792       | 0.68  | 239  | 57.6147         |
| 54.9426       | 0.68  | 240  | 57.4667         |
| 65.8694       | 0.68  | 241  | 57.4793         |
| 80.1262       | 0.69  | 242  | 56.9836         |
| 44.7728       | 0.69  | 243  | 56.9628         |
| 46.6283       | 0.69  | 244  | 56.9970         |
| 51.3262       | 0.7   | 245  | 57.3320         |
| 53.716        | 0.7   | 246  | 57.3793         |
| 57.3102       | 0.7   | 247  | 57.5873         |
| 53.2326       | 0.7   | 248  | 57.7637         |
| 51.437        | 0.71  | 249  | 57.8873         |
| 54.2927       | 0.71  | 250  | 57.9514         |
| 70.7876       | 0.71  | 251  | 57.9873         |
| 76.9425       | 0.72  | 252  | 58.0399         |
| 58.6847       | 0.72  | 253  | 58.0721         |
| 53.8742       | 0.72  | 254  | 58.2113         |
| 48.2878       | 0.72  | 255  | 58.2450         |
| 59.4478       | 0.73  | 256  | 58.1288         |
| 60.316        | 0.73  | 257  | 58.1493         |
| 51.292        | 0.73  | 258  | 58.2326         |
| 69.6954       | 0.74  | 259  | 58.2575         |
| 39.4027       | 0.74  | 260  | 58.1636         |
| 61.8814       | 0.74  | 261  | 58.1963         |
| 49.1852       | 0.74  | 262  | 58.2129         |
| 61.5227       | 0.75  | 263  | 58.5986         |
| 58.6784       | 0.75  | 264  | 58.6499         |
| 57.7029       | 0.75  | 265  | 58.5454         |
| 62.6873       | 0.76  | 266  | 58.2647         |
| 76.3081       | 0.76  | 267  | 57.9444         |
| 64.5022       | 0.76  | 268  | 57.7758         |
| 45.167        | 0.76  | 269  | 57.6640         |
| 53.4386       | 0.77  | 270  | 57.6292         |
| 57.4744       | 0.77  | 271  | 57.6391         |
| 61.8939       | 0.77  | 272  | 57.6460         |
| 58.1508       | 0.78  | 273  | 57.6363         |
| 48.8955       | 0.78  | 274  | 57.6524         |
| 59.311        | 0.78  | 275  | 57.6556         |
| 49.3498       | 0.78  | 276  | 57.6212         |
| 61.2989       | 0.79  | 277  | 57.6427         |
| 46.1873       | 0.79  | 278  | 57.6986         |
| 52.9607       | 0.79  | 279  | 57.7770         |
| 46.5172       | 0.8   | 280  | 57.8767         |
| 50.8222       | 0.8   | 281  | 57.9099         |
| 66.6219       | 0.8   | 282  | 57.6562         |
| 70.51         | 0.8   | 283  | 57.5121         |
| 48.635        | 0.81  | 284  | 57.0437         |
| 63.7541       | 0.81  | 285  | 56.9020         |
| 56.4622       | 0.81  | 286  | 57.5160         |
| 46.7234       | 0.82  | 287  | 58.3499         |
| 58.4493       | 0.82  | 288  | 59.2064         |
| 43.6546       | 0.82  | 289  | 59.7476         |
| 45.1182       | 0.82  | 290  | 59.8507         |
| 51.1915       | 0.83  | 291  | 59.8315         |
| 65.2433       | 0.83  | 292  | 59.8408         |
| 69.5164       | 0.83  | 293  | 59.2126         |
| 82.3354       | 0.84  | 294  | 58.6774         |
| 57.3176       | 0.84  | 295  | 58.5090         |
| 47.9605       | 0.84  | 296  | 58.6896         |
| 75.5024       | 0.84  | 297  | 58.6275         |
| 47.261        | 0.85  | 298  | 58.8802         |
| 58.0181       | 0.85  | 299  | 59.2484         |
| 60.4752       | 0.85  | 300  | 59.3012         |
| 49.431        | 0.86  | 301  | 59.1629         |
| 61.0781       | 0.86  | 302  | 59.2698         |
| 44.5306       | 0.86  | 303  | 59.2574         |
| 48.419        | 0.86  | 304  | 59.5736         |
| 54.2585       | 0.87  | 305  | 59.9273         |
| 65.8278       | 0.87  | 306  | 59.9975         |
| 62.3162       | 0.87  | 307  | 60.0341         |
| 46.2425       | 0.88  | 308  | 60.1581         |
| 62.6504       | 0.88  | 309  | 60.0207         |
| 76.4889       | 0.88  | 310  | 59.7453         |
| 59.3194       | 0.88  | 311  | 59.6546         |
| 48.1928       | 0.89  | 312  | 59.4336         |
| 65.5964       | 0.89  | 313  | 58.9793         |
| 54.5351       | 0.89  | 314  | 58.2504         |
| 72.2025       | 0.89  | 315  | 57.8571         |
| 42.7411       | 0.9   | 316  | 57.7358         |
| 52.1268       | 0.9   | 317  | 57.6581         |
| 44.9087       | 0.9   | 318  | 57.6785         |
| 43.0565       | 0.91  | 319  | 57.7014         |
| 63.4467       | 0.91  | 320  | 57.7244         |
| 54.6387       | 0.91  | 321  | 57.7422         |
| 58.2056       | 0.91  | 322  | 57.7609         |
| 72.5403       | 0.92  | 323  | 57.7866         |
| 47.2746       | 0.92  | 324  | 57.8206         |
| 50.2204       | 0.92  | 325  | 57.8540         |
| 53.6198       | 0.93  | 326  | 57.8917         |
| 60.5675       | 0.93  | 327  | 57.9020         |
| 57.9417       | 0.93  | 328  | 57.8904         |
| 50.9838       | 0.93  | 329  | 57.9001         |
| 57.9835       | 0.94  | 330  | 57.9104         |
| 58.1708       | 0.94  | 331  | 57.9042         |
| 54.5585       | 0.94  | 332  | 57.9022         |
| 61.8543       | 0.95  | 333  | 57.9129         |
| 62.9455       | 0.95  | 334  | 57.9208         |
| 57.6192       | 0.95  | 335  | 57.9373         |
| 49.2662       | 0.95  | 336  | 57.9587         |
| 79.322        | 0.96  | 337  | 57.9775         |
| 56.6947       | 0.96  | 338  | 57.9752         |
| 50.6101       | 0.96  | 339  | 57.9731         |
| 55.8707       | 0.97  | 340  | 57.9940         |
| 72.8012       | 0.97  | 341  | 58.0234         |
| 45.1284       | 0.97  | 342  | 58.0476         |
| 68.4966       | 0.97  | 343  | 58.0783         |
| 66.7123       | 0.98  | 344  | 58.0888         |
| 61.4146       | 0.98  | 345  | 58.0651         |
| 60.7125       | 0.98  | 346  | 58.0221         |
| 66.4636       | 0.99  | 347  | 57.9627         |
| 63.5207       | 0.99  | 348  | 57.9067         |
| 48.8306       | 0.99  | 349  | 57.8543         |
| 71.329        | 0.99  | 350  | 57.8268         |
| 69.1102       | 1.0   | 351  | 57.7998         |
| 39.1668       | 1.0   | 352  | 57.7684         |
| 53.183        | 1.0   | 353  | 57.7692         |
| 41.0156       | 1.01  | 354  | 57.8271         |
| 43.9845       | 1.01  | 355  | 57.8343         |
| 68.1492       | 1.01  | 356  | 57.8429         |
| 65.4917       | 1.01  | 357  | 57.8581         |
| 70.7375       | 1.02  | 358  | 57.8763         |
| 42.8174       | 1.02  | 359  | 57.9494         |
| 49.5859       | 1.02  | 360  | 58.0598         |
| 50.0371       | 1.03  | 361  | 58.0782         |
| 61.2661       | 1.03  | 362  | 57.9693         |
| 42.7257       | 1.03  | 363  | 57.9189         |
| 85.743        | 1.03  | 364  | 57.8596         |
| 62.0874       | 1.04  | 365  | 57.8454         |
| 70.3059       | 1.04  | 366  | 57.7692         |
| 58.0201       | 1.04  | 367  | 57.7581         |
| 67.2366       | 1.05  | 368  | 57.7297         |
| 44.0672       | 1.05  | 369  | 57.7147         |
| 70.9475       | 1.05  | 370  | 57.7086         |
| 60.0763       | 1.05  | 371  | 57.7200         |
| 50.8829       | 1.06  | 372  | 57.7400         |
| 76.2342       | 1.06  | 373  | 57.7466         |
| 60.5947       | 1.06  | 374  | 57.7337         |
| 58.3241       | 1.07  | 375  | 57.7073         |
| 48.9141       | 1.07  | 376  | 57.6714         |
| 60.819        | 1.07  | 377  | 57.6288         |
| 59.6792       | 1.07  | 378  | 57.5948         |
| 55.8646       | 1.08  | 379  | 57.5368         |
| 60.4358       | 1.08  | 380  | 57.5135         |
| 50.4472       | 1.08  | 381  | 57.4583         |
| 54.9696       | 1.09  | 382  | 57.3184         |
| 51.4527       | 1.09  | 383  | 57.0634         |
| 43.7501       | 1.09  | 384  | 56.8929         |
| 44.2861       | 1.09  | 385  | 56.6167         |
| 57.1408       | 1.1   | 386  | 56.4232         |
| 56.75         | 1.1   | 387  | 56.4062         |
| 72.1571       | 1.1   | 388  | 56.4238         |
| 46.9745       | 1.11  | 389  | 56.8538         |
| 57.9249       | 1.11  | 390  | 57.2849         |
| 56.3443       | 1.11  | 391  | 57.4712         |
| 73.5685       | 1.11  | 392  | 57.5155         |
| 57.4371       | 1.12  | 393  | 57.5738         |
| 39.5519       | 1.12  | 394  | 57.6237         |
| 47.5697       | 1.12  | 395  | 57.9014         |
| 48.3525       | 1.12  | 396  | 57.9377         |
| 59.8698       | 1.13  | 397  | 58.0371         |
| 51.0446       | 1.13  | 398  | 58.2531         |
| 58.0909       | 1.13  | 399  | 58.5741         |
| 54.595        | 1.14  | 400  | 58.7913         |
| 56.2811       | 1.14  | 401  | 59.2875         |
| 65.2182       | 1.14  | 402  | 59.5779         |
| 61.076        | 1.14  | 403  | 59.6434         |
| 59.9304       | 1.15  | 404  | 59.6670         |
| 55.2525       | 1.15  | 405  | 59.5445         |
| 59.0239       | 1.15  | 406  | 59.3590         |
| 61.0819       | 1.16  | 407  | 58.9652         |
| 56.9937       | 1.16  | 408  | 58.6525         |
| 59.0764       | 1.16  | 409  | 58.6903         |
| 52.2087       | 1.16  | 410  | 59.0796         |
| 53.2291       | 1.17  | 411  | 59.0535         |
| 58.9338       | 1.17  | 412  | 59.0659         |
| 45.0819       | 1.17  | 413  | 58.8886         |
| 53.7386       | 1.18  | 414  | 58.8895         |
| 47.5108       | 1.18  | 415  | 58.7938         |
| 67.1191       | 1.18  | 416  | 58.2550         |
| 59.6386       | 1.18  | 417  | 58.0959         |
| 61.9303       | 1.19  | 418  | 58.0342         |
| 43.5741       | 1.19  | 419  | 58.0000         |
| 68.7367       | 1.19  | 420  | 57.6972         |
| 50.6463       | 1.2   | 421  | 57.5963         |
| 56.9176       | 1.2   | 422  | 57.5316         |
| 65.2544       | 1.2   | 423  | 57.4975         |
| 54.7116       | 1.2   | 424  | 57.4920         |
| 50.1704       | 1.21  | 425  | 57.4910         |
| 60.2231       | 1.21  | 426  | 57.4898         |
| 52.906        | 1.21  | 427  | 57.4771         |
| 63.8298       | 1.22  | 428  | 57.4682         |
| 52.5035       | 1.22  | 429  | 57.4161         |
| 41.8909       | 1.22  | 430  | 57.4239         |
| 66.8628       | 1.22  | 431  | 57.4253         |
| 63.4353       | 1.23  | 432  | 57.4695         |
| 47.9369       | 1.23  | 433  | 57.4822         |
| 55.4172       | 1.23  | 434  | 57.4770         |
| 55.3508       | 1.24  | 435  | 57.4717         |
| 64.3727       | 1.24  | 436  | 57.4768         |
| 57.8186       | 1.24  | 437  | 57.2916         |
| 66.4452       | 1.24  | 438  | 57.1199         |
| 55.1717       | 1.25  | 439  | 57.1992         |
| 59.465        | 1.25  | 440  | 57.3443         |
| 38.7262       | 1.25  | 441  | 57.4312         |
| 56.9906       | 1.26  | 442  | 57.6052         |
| 50.4865       | 1.26  | 443  | 57.7683         |
| 60.1393       | 1.26  | 444  | 57.8764         |
| 71.3394       | 1.26  | 445  | 58.2010         |
| 55.9552       | 1.27  | 446  | 58.3547         |
| 59.9724       | 1.27  | 447  | 58.4636         |
| 43.1279       | 1.27  | 448  | 58.6205         |
| 52.0248       | 1.28  | 449  | 58.6619         |
| 56.5654       | 1.28  | 450  | 58.6671         |
| 47.809        | 1.28  | 451  | 58.7697         |
| 52.3312       | 1.28  | 452  | 58.7062         |
| 47.3405       | 1.29  | 453  | 58.6573         |
| 46.2175       | 1.29  | 454  | 58.6834         |
| 60.1333       | 1.29  | 455  | 58.5738         |
| 70.5504       | 1.3   | 456  | 58.4258         |
| 50.1955       | 1.3   | 457  | 58.2229         |
| 41.4637       | 1.3   | 458  | 58.0872         |
| 43.0343       | 1.3   | 459  | 57.9234         |
| 45.7886       | 1.31  | 460  | 57.8514         |
| 65.5789       | 1.31  | 461  | 57.8904         |
| 67.002        | 1.31  | 462  | 57.9325         |
| 59.9339       | 1.32  | 463  | 57.9547         |
| 56.2423       | 1.32  | 464  | 57.9936         |
| 53.518        | 1.32  | 465  | 58.0222         |
| 78.4003       | 1.32  | 466  | 58.0239         |
| 73.7196       | 1.33  | 467  | 57.9999         |
| 65.0509       | 1.33  | 468  | 57.9654         |
| 61.0332       | 1.33  | 469  | 57.9126         |
| 70.7112       | 1.34  | 470  | 57.8564         |
| 71.315        | 1.34  | 471  | 57.8095         |
| 52.4937       | 1.34  | 472  | 57.7868         |
| 74.0531       | 1.34  | 473  | 57.7587         |
| 53.9531       | 1.35  | 474  | 57.7351         |
| 61.7107       | 1.35  | 475  | 57.7153         |
| 48.0955       | 1.35  | 476  | 57.7048         |
| 41.1102       | 1.36  | 477  | 57.6445         |
| 69.3213       | 1.36  | 478  | 57.6074         |
| 37.9856       | 1.36  | 479  | 57.6338         |
| 70.9873       | 1.36  | 480  | 57.6447         |
| 49.116        | 1.37  | 481  | 57.7569         |
| 38.6865       | 1.37  | 482  | 57.8267         |
| 57.2642       | 1.37  | 483  | 57.8727         |
| 51.4213       | 1.38  | 484  | 57.8686         |
| 76.4242       | 1.38  | 485  | 57.9168         |
| 48.8606       | 1.38  | 486  | 57.9022         |
| 87.8955       | 1.38  | 487  | 57.8821         |
| 57.1187       | 1.39  | 488  | 57.8787         |
| 44.9531       | 1.39  | 489  | 57.8682         |
| 52.8609       | 1.39  | 490  | 57.8706         |
| 46.3381       | 1.39  | 491  | 57.7945         |
| 57.1621       | 1.4   | 492  | 57.7319         |
| 57.173        | 1.4   | 493  | 57.6685         |
| 79.8556       | 1.4   | 494  | 57.6366         |
| 87.3501       | 1.41  | 495  | 57.6202         |
| 55.7792       | 1.41  | 496  | 57.6388         |
| 55.7596       | 1.41  | 497  | 57.7182         |
| 61.7194       | 1.41  | 498  | 57.7419         |
| 56.8622       | 1.42  | 499  | 57.7632         |
| 72.6856       | 1.42  | 500  | 57.9245         |
| 57.2137       | 1.42  | 501  | 58.0275         |
| 71.6401       | 1.43  | 502  | 58.1336         |
| 76.2769       | 1.43  | 503  | 58.3043         |
| 71.1803       | 1.43  | 504  | 58.4102         |
| 47.408        | 1.43  | 505  | 58.4633         |
| 55.9861       | 1.44  | 506  | 58.2971         |
| 55.0078       | 1.44  | 507  | 58.2681         |
| 44.8413       | 1.44  | 508  | 58.0907         |
| 64.6702       | 1.45  | 509  | 58.0927         |
| 43.9578       | 1.45  | 510  | 58.0358         |
| 39.1892       | 1.45  | 511  | 58.0204         |
| 48.0781       | 1.45  | 512  | 58.1242         |
| 46.6106       | 1.46  | 513  | 58.3792         |
| 51.4091       | 1.46  | 514  | 58.6123         |
| 75.6333       | 1.46  | 515  | 58.7191         |
| 58.6148       | 1.47  | 516  | 58.8458         |
| 72.7147       | 1.47  | 517  | 59.0618         |
| 74.8209       | 1.47  | 518  | 59.2482         |
| 51.4045       | 1.47  | 519  | 59.5111         |
| 57.9231       | 1.48  | 520  | 59.7839         |
| 37.6093       | 1.48  | 521  | 60.1052         |
| 59.8452       | 1.48  | 522  | 60.3980         |
| 52.0131       | 1.49  | 523  | 60.5099         |
| 64.1696       | 1.49  | 524  | 60.5579         |
| 62.2819       | 1.49  | 525  | 60.5612         |
| 48.5336       | 1.49  | 526  | 60.4850         |
| 52.0437       | 1.5   | 527  | 60.4830         |
| 47.4903       | 1.5   | 528  | 60.5558         |
| 65.7248       | 1.5   | 529  | 60.5777         |
| 53.8241       | 1.51  | 530  | 60.5574         |
| 66.4331       | 1.51  | 531  | 60.5166         |
| 75.5062       | 1.51  | 532  | 60.4547         |
| 54.1118       | 1.51  | 533  | 60.4153         |
| 62.1952       | 1.52  | 534  | 60.3171         |
| 56.3366       | 1.52  | 535  | 60.2229         |
| 48.9528       | 1.52  | 536  | 60.0280         |
| 57.8952       | 1.53  | 537  | 59.7094         |
| 63.3898       | 1.53  | 538  | 59.5074         |
| 79.9656       | 1.53  | 539  | 59.1916         |
| 39.7761       | 1.53  | 540  | 59.1498         |
| 50.9846       | 1.54  | 541  | 59.0761         |
| 68.995        | 1.54  | 542  | 58.9840         |
| 70.6014       | 1.54  | 543  | 58.8541         |
| 63.0818       | 1.55  | 544  | 58.6255         |
| 55.5403       | 1.55  | 545  | 58.4667         |
| 64.3346       | 1.55  | 546  | 58.3672         |
| 68.6119       | 1.55  | 547  | 58.2604         |
| 63.952        | 1.56  | 548  | 58.1676         |
| 53.1103       | 1.56  | 549  | 58.3384         |
| 47.1333       | 1.56  | 550  | 58.3731         |
| 49.4478       | 1.57  | 551  | 58.6229         |
| 49.7316       | 1.57  | 552  | 58.7150         |
| 50.8          | 1.57  | 553  | 58.8656         |
| 58.8477       | 1.57  | 554  | 58.8662         |
| 47.265        | 1.58  | 555  | 58.8616         |
| 63.1879       | 1.58  | 556  | 58.8425         |
| 61.6331       | 1.58  | 557  | 58.7900         |
| 67.7939       | 1.59  | 558  | 58.4582         |
| 46.6245       | 1.59  | 559  | 58.3341         |
| 50.6282       | 1.59  | 560  | 58.2760         |
| 58.2549       | 1.59  | 561  | 58.1610         |
| 38.1798       | 1.6   | 562  | 58.1394         |
| 56.1574       | 1.6   | 563  | 57.8908         |
| 71.6104       | 1.6   | 564  | 57.7916         |
| 75.3475       | 1.61  | 565  | 57.5652         |
| 66.1612       | 1.61  | 566  | 57.4662         |
| 59.3446       | 1.61  | 567  | 57.3437         |
| 67.74         | 1.61  | 568  | 57.2483         |
| 60.105        | 1.62  | 569  | 57.1238         |
| 59.4155       | 1.62  | 570  | 57.0914         |
| 74.065        | 1.62  | 571  | 57.0264         |
| 53.8455       | 1.62  | 572  | 56.9953         |
| 59.868        | 1.63  | 573  | 56.9659         |
| 47.1964       | 1.63  | 574  | 56.9350         |
| 59.6605       | 1.63  | 575  | 56.9355         |
| 41.6116       | 1.64  | 576  | 56.9251         |
| 66.6534       | 1.64  | 577  | 56.9115         |
| 79.9757       | 1.64  | 578  | 56.9299         |
| 66.0161       | 1.64  | 579  | 56.8903         |
| 69.3015       | 1.65  | 580  | 56.8983         |
| 67.14         | 1.65  | 581  | 56.8851         |
| 74.079        | 1.65  | 582  | 56.8776         |
| 49.5431       | 1.66  | 583  | 56.8003         |
| 66.2428       | 1.66  | 584  | 56.7119         |
| 55.4847       | 1.66  | 585  | 56.6263         |
| 75.1028       | 1.66  | 586  | 56.5792         |
| 50.549        | 1.67  | 587  | 56.6862         |
| 63.4799       | 1.67  | 588  | 56.5573         |
| 42.6126       | 1.67  | 589  | 56.4944         |
| 46.5083       | 1.68  | 590  | 56.5022         |
| 80.295        | 1.68  | 591  | 56.5516         |
| 56.6384       | 1.68  | 592  | 56.5518         |
| 57.8187       | 1.68  | 593  | 56.5704         |
| 55.4807       | 1.69  | 594  | 56.5796         |
| 61.5738       | 1.69  | 595  | 56.4514         |
| 61.6144       | 1.69  | 596  | 56.3850         |
| 45.721        | 1.7   | 597  | 56.2553         |
| 60.8472       | 1.7   | 598  | 56.1373         |
| 66.1438       | 1.7   | 599  | 56.0830         |
| 47.6326       | 1.7   | 600  | 55.9260         |
| 47.8028       | 1.71  | 601  | 55.8092         |
| 67.4659       | 1.71  | 602  | 55.7015         |
| 57.633        | 1.71  | 603  | 55.7720         |
| 77.5456       | 1.72  | 604  | 55.7815         |
| 57.8386       | 1.72  | 605  | 55.7631         |
| 70.7208       | 1.72  | 606  | 55.8030         |
| 64.0028       | 1.72  | 607  | 55.7998         |
| 55.6691       | 1.73  | 608  | 55.6894         |
| 52.7593       | 1.73  | 609  | 55.7138         |
| 45.1451       | 1.73  | 610  | 55.8564         |
| 53.2739       | 1.74  | 611  | 55.9372         |
| 51.4487       | 1.74  | 612  | 56.2363         |
| 54.6675       | 1.74  | 613  | 56.4569         |
| 43.0941       | 1.74  | 614  | 56.8202         |
| 62.6793       | 1.75  | 615  | 56.9624         |
| 85.675        | 1.75  | 616  | 57.1963         |
| 69.9296       | 1.75  | 617  | 57.3046         |
| 49.1406       | 1.76  | 618  | 57.4013         |
| 65.1092       | 1.76  | 619  | 57.4437         |
| 66.3262       | 1.76  | 620  | 57.5291         |
| 49.3778       | 1.76  | 621  | 57.6726         |
| 60.2682       | 1.77  | 622  | 57.7761         |
| 59.179        | 1.77  | 623  | 57.7917         |
| 54.2708       | 1.77  | 624  | 57.8229         |
| 61.18         | 1.78  | 625  | 57.7029         |
| 69.1331       | 1.78  | 626  | 57.6490         |
| 45.3432       | 1.78  | 627  | 57.5932         |
| 59.6124       | 1.78  | 628  | 57.5516         |
| 66.8847       | 1.79  | 629  | 57.5168         |
| 47.2513       | 1.79  | 630  | 57.4199         |
| 49.0175       | 1.79  | 631  | 57.3852         |
| 49.0308       | 1.8   | 632  | 57.3499         |
| 49.6335       | 1.8   | 633  | 57.3167         |
| 57.5899       | 1.8   | 634  | 57.2667         |
| 47.1397       | 1.8   | 635  | 57.2306         |
| 54.9307       | 1.81  | 636  | 57.2042         |
| 52.5896       | 1.81  | 637  | 57.1387         |
| 60.8685       | 1.81  | 638  | 57.1155         |
| 66.4095       | 1.82  | 639  | 57.0968         |
| 45.778        | 1.82  | 640  | 57.0939         |
| 41.3298       | 1.82  | 641  | 57.1147         |
| 52.8009       | 1.82  | 642  | 57.1313         |
| 62.9405       | 1.83  | 643  | 57.1429         |
| 52.5222       | 1.83  | 644  | 57.1560         |
| 78.0238       | 1.83  | 645  | 57.1659         |
| 40.7732       | 1.84  | 646  | 57.1776         |
| 82.5824       | 1.84  | 647  | 57.1977         |
| 52.4834       | 1.84  | 648  | 57.1859         |
| 68.9806       | 1.84  | 649  | 57.1851         |
| 66.0305       | 1.85  | 650  | 57.1554         |
| 53.3374       | 1.85  | 651  | 57.1430         |
| 44.4359       | 1.85  | 652  | 57.1383         |
| 63.2827       | 1.86  | 653  | 57.2593         |
| 54.2399       | 1.86  | 654  | 57.3582         |
| 44.8743       | 1.86  | 655  | 57.4274         |
| 59.1901       | 1.86  | 656  | 57.6293         |
| 53.2673       | 1.87  | 657  | 57.6719         |
| 71.6503       | 1.87  | 658  | 57.6841         |
| 74.0879       | 1.87  | 659  | 57.6629         |
| 43.0341       | 1.88  | 660  | 57.6444         |
| 65.8271       | 1.88  | 661  | 57.6797         |
| 56.4851       | 1.88  | 662  | 57.8603         |
| 56.088        | 1.88  | 663  | 57.9316         |
| 52.1095       | 1.89  | 664  | 58.1804         |
| 71.5246       | 1.89  | 665  | 58.2640         |
| 66.5243       | 1.89  | 666  | 58.3012         |
| 55.2092       | 1.89  | 667  | 58.3120         |
| 50.8088       | 1.9   | 668  | 58.3911         |
| 48.4744       | 1.9   | 669  | 58.4149         |
| 53.2776       | 1.9   | 670  | 58.3835         |
| 75.2473       | 1.91  | 671  | 58.3200         |
| 83.4001       | 1.91  | 672  | 58.2801         |
| 68.4442       | 1.91  | 673  | 58.2515         |
| 74.4651       | 1.91  | 674  | 58.1305         |
| 73.3405       | 1.92  | 675  | 58.0477         |
| 45.3908       | 1.92  | 676  | 58.0830         |
| 66.8254       | 1.92  | 677  | 58.1645         |
| 65.1113       | 1.93  | 678  | 58.2505         |
| 51.7904       | 1.93  | 679  | 58.1987         |
| 50.8558       | 1.93  | 680  | 58.1080         |
| 63.6016       | 1.93  | 681  | 57.9673         |
| 57.0594       | 1.94  | 682  | 57.9705         |
| 56.2762       | 1.94  | 683  | 57.8938         |
| 41.1728       | 1.94  | 684  | 57.7623         |
| 47.1875       | 1.95  | 685  | 57.5763         |
| 58.2217       | 1.95  | 686  | 57.5574         |
| 53.285        | 1.95  | 687  | 57.5349         |
| 61.6352       | 1.95  | 688  | 57.4180         |
| 51.0062       | 1.96  | 689  | 57.0991         |
| 54.1416       | 1.96  | 690  | 57.0016         |
| 45.5972       | 1.96  | 691  | 56.8721         |
| 44.1814       | 1.97  | 692  | 56.8872         |
| 58.679        | 1.97  | 693  | 56.8224         |
| 65.5485       | 1.97  | 694  | 56.7847         |
| 49.5455       | 1.97  | 695  | 56.6782         |
| 49.7947       | 1.98  | 696  | 56.6072         |
| 51.7403       | 1.98  | 697  | 56.6233         |
| 51.2271       | 1.98  | 698  | 56.5916         |
| 57.4078       | 1.99  | 699  | 56.6611         |
| 62.4435       | 1.99  | 700  | 56.7004         |
| 62.2152       | 1.99  | 701  | 56.8036         |
| 50.9019       | 1.99  | 702  | 56.8683         |
| 43.815        | 2.0   | 703  | 57.0291         |
| 46.4743       | 2.0   | 704  | 57.1063         |
| 57.4341       | 2.0   | 705  | 57.1426         |
| 50.383        | 2.01  | 706  | 57.2252         |
| 53.7583       | 2.01  | 707  | 57.2327         |
| 56.8917       | 2.01  | 708  | 57.3644         |
| 57.0696       | 2.01  | 709  | 57.3952         |
| 61.9782       | 2.02  | 710  | 57.5398         |
| 49.9318       | 2.02  | 711  | 57.6777         |
| 63.5169       | 2.02  | 712  | 57.6857         |
| 50.446        | 2.03  | 713  | 57.8709         |
| 64.3852       | 2.03  | 714  | 58.2179         |
| 65.223        | 2.03  | 715  | 58.3077         |
| 66.4851       | 2.03  | 716  | 58.5911         |
| 59.0646       | 2.04  | 717  | 58.7300         |
| 48.3674       | 2.04  | 718  | 58.8141         |
| 46.1194       | 2.04  | 719  | 58.8636         |
| 74.9781       | 2.05  | 720  | 58.8931         |
| 42.1608       | 2.05  | 721  | 58.8505         |
| 49.1068       | 2.05  | 722  | 58.8297         |
| 79.1248       | 2.05  | 723  | 58.7446         |
| 56.1798       | 2.06  | 724  | 58.6990         |
| 55.3204       | 2.06  | 725  | 58.6592         |
| 63.5242       | 2.06  | 726  | 58.5268         |
| 58.1661       | 2.07  | 727  | 58.4687         |
| 61.3167       | 2.07  | 728  | 58.3015         |
| 42.0267       | 2.07  | 729  | 58.2614         |
| 51.19         | 2.07  | 730  | 58.0704         |
| 46.5338       | 2.08  | 731  | 58.0063         |
| 45.8753       | 2.08  | 732  | 58.0556         |
| 39.0886       | 2.08  | 733  | 58.0242         |
| 61.5042       | 2.09  | 734  | 58.0394         |
| 48.294        | 2.09  | 735  | 58.1434         |
| 59.3772       | 2.09  | 736  | 58.3784         |
| 39.8353       | 2.09  | 737  | 58.6343         |
| 82.7239       | 2.1   | 738  | 58.7224         |
| 63.5982       | 2.1   | 739  | 58.8147         |
| 60.0617       | 2.1   | 740  | 58.8635         |
| 42.5438       | 2.11  | 741  | 59.0238         |
| 62.6647       | 2.11  | 742  | 59.0523         |
| 60.4198       | 2.11  | 743  | 59.1048         |
| 63.4778       | 2.11  | 744  | 59.2725         |
| 43.9501       | 2.12  | 745  | 59.4015         |
| 61.77         | 2.12  | 746  | 59.4336         |
| 58.8522       | 2.12  | 747  | 59.4196         |
| 57.8846       | 2.12  | 748  | 59.2956         |
| 53.9133       | 2.13  | 749  | 59.1410         |
| 62.3806       | 2.13  | 750  | 59.0333         |
| 50.2672       | 2.13  | 751  | 58.8155         |
| 74.0071       | 2.14  | 752  | 58.6531         |
| 56.0038       | 2.14  | 753  | 58.5498         |
| 64.1224       | 2.14  | 754  | 58.5313         |
| 53.7952       | 2.14  | 755  | 58.4352         |
| 53.6509       | 2.15  | 756  | 58.2711         |
| 58.1806       | 2.15  | 757  | 57.9526         |
| 57.7006       | 2.15  | 758  | 57.7635         |
| 58.6735       | 2.16  | 759  | 57.5608         |
| 59.3812       | 2.16  | 760  | 57.2615         |
| 48.6502       | 2.16  | 761  | 57.0277         |
| 48.8023       | 2.16  | 762  | 56.9021         |
| 58.9499       | 2.17  | 763  | 56.8232         |
| 54.9502       | 2.17  | 764  | 56.8279         |
| 45.5991       | 2.17  | 765  | 56.7522         |
| 46.9956       | 2.18  | 766  | 56.7149         |
| 47.7518       | 2.18  | 767  | 56.7231         |
| 60.8809       | 2.18  | 768  | 56.7314         |
| 47.6533       | 2.18  | 769  | 56.7785         |
| 78.9881       | 2.19  | 770  | 56.8077         |
| 68.3903       | 2.19  | 771  | 56.7930         |
| 49.8182       | 2.19  | 772  | 56.7833         |
| 51.8402       | 2.2   | 773  | 56.7822         |
| 49.1676       | 2.2   | 774  | 56.7748         |
| 64.2094       | 2.2   | 775  | 56.7288         |
| 50.0448       | 2.2   | 776  | 56.7548         |
| 62.1518       | 2.21  | 777  | 56.7523         |
| 46.0582       | 2.21  | 778  | 56.7472         |
| 59.3394       | 2.21  | 779  | 56.8124         |
| 59.4482       | 2.22  | 780  | 56.8146         |
| 55.0863       | 2.22  | 781  | 56.7955         |
| 49.162        | 2.22  | 782  | 56.7924         |
| 66.5919       | 2.22  | 783  | 56.7814         |
| 52.446        | 2.23  | 784  | 56.7546         |
| 43.0331       | 2.23  | 785  | 56.7441         |
| 46.2936       | 2.23  | 786  | 56.7344         |
| 46.6127       | 2.24  | 787  | 56.7569         |
| 52.8238       | 2.24  | 788  | 56.7946         |
| 49.781        | 2.24  | 789  | 56.9235         |
| 44.4144       | 2.24  | 790  | 56.9290         |
| 71.2153       | 2.25  | 791  | 56.9706         |
| 56.263        | 2.25  | 792  | 57.0144         |
| 76.6668       | 2.25  | 793  | 56.9610         |
| 51.1373       | 2.26  | 794  | 57.0881         |
| 77.8211       | 2.26  | 795  | 57.2705         |
| 53.4016       | 2.26  | 796  | 57.4494         |
| 51.2617       | 2.26  | 797  | 57.6105         |
| 62.104        | 2.27  | 798  | 57.4978         |
| 44.2738       | 2.27  | 799  | 57.5438         |
| 46.8233       | 2.27  | 800  | 57.6302         |
| 53.6793       | 2.28  | 801  | 57.7265         |
| 49.8788       | 2.28  | 802  | 57.7938         |
| 59.9788       | 2.28  | 803  | 57.7381         |
| 47.1853       | 2.28  | 804  | 57.7747         |
| 60.012        | 2.29  | 805  | 57.7156         |
| 64.9822       | 2.29  | 806  | 57.6373         |
| 62.7889       | 2.29  | 807  | 57.4888         |
| 56.4827       | 2.3   | 808  | 57.4361         |
| 55.841        | 2.3   | 809  | 57.2937         |
| 54.6792       | 2.3   | 810  | 57.2050         |
| 56.7385       | 2.3   | 811  | 57.1802         |
| 36.8699       | 2.31  | 812  | 57.3435         |
| 67.9171       | 2.31  | 813  | 57.3723         |
| 38.8817       | 2.31  | 814  | 57.4622         |
| 84.3544       | 2.32  | 815  | 57.4964         |
| 65.8218       | 2.32  | 816  | 57.5297         |
| 67.3955       | 2.32  | 817  | 57.5810         |
| 50.7283       | 2.32  | 818  | 57.5963         |
| 53.1698       | 2.33  | 819  | 57.5147         |
| 54.6716       | 2.33  | 820  | 57.3067         |
| 53.973        | 2.33  | 821  | 57.2205         |
| 69.4898       | 2.34  | 822  | 57.0099         |
| 50.0246       | 2.34  | 823  | 56.8952         |
| 48.4049       | 2.34  | 824  | 56.7493         |
| 78.4631       | 2.34  | 825  | 56.5722         |
| 40.6713       | 2.35  | 826  | 56.3733         |
| 57.9858       | 2.35  | 827  | 56.1948         |
| 48.3346       | 2.35  | 828  | 56.1435         |
| 69.9752       | 2.36  | 829  | 56.1193         |
| 56.1518       | 2.36  | 830  | 56.1622         |
| 55.9066       | 2.36  | 831  | 56.2670         |
| 51.663        | 2.36  | 832  | 56.3037         |
| 60.6149       | 2.37  | 833  | 56.2825         |
| 53.6307       | 2.37  | 834  | 56.2656         |
| 54.0738       | 2.37  | 835  | 56.2643         |
| 52.3679       | 2.38  | 836  | 56.3731         |
| 39.4356       | 2.38  | 837  | 56.3887         |
| 65.0418       | 2.38  | 838  | 56.4435         |
| 56.4309       | 2.38  | 839  | 56.5374         |
| 62.9955       | 2.39  | 840  | 56.5811         |
| 51.3917       | 2.39  | 841  | 56.7659         |
| 66.3824       | 2.39  | 842  | 56.8415         |
| 52.7762       | 2.39  | 843  | 56.8652         |
| 50.4504       | 2.4   | 844  | 56.8504         |
| 53.4466       | 2.4   | 845  | 56.9884         |
| 54.0043       | 2.4   | 846  | 57.0587         |
| 62.8744       | 2.41  | 847  | 57.1133         |
| 52.8529       | 2.41  | 848  | 57.1685         |
| 50.7041       | 2.41  | 849  | 57.1818         |
| 53.3177       | 2.41  | 850  | 57.2260         |
| 53.3143       | 2.42  | 851  | 57.2984         |
| 59.3613       | 2.42  | 852  | 57.3017         |
| 50.7875       | 2.42  | 853  | 57.4229         |
| 56.6408       | 2.43  | 854  | 57.5166         |
| 68.2191       | 2.43  | 855  | 57.5169         |
| 87.9598       | 2.43  | 856  | 57.4972         |
| 45.0886       | 2.43  | 857  | 57.4823         |
| 53.5673       | 2.44  | 858  | 57.5390         |
| 80.7674       | 2.44  | 859  | 57.6269         |
| 61.1519       | 2.44  | 860  | 57.7201         |
| 43.7095       | 2.45  | 861  | 57.7339         |
| 56.3883       | 2.45  | 862  | 57.7423         |
| 50.7851       | 2.45  | 863  | 57.9145         |
| 60.0448       | 2.45  | 864  | 57.9932         |
| 52.4813       | 2.46  | 865  | 58.0253         |
| 78.7185       | 2.46  | 866  | 57.9849         |
| 50.131        | 2.46  | 867  | 58.0554         |
| 65.9474       | 2.47  | 868  | 58.2104         |
| 77.2016       | 2.47  | 869  | 58.2281         |
| 56.3801       | 2.47  | 870  | 58.3490         |
| 37.2139       | 2.47  | 871  | 58.3883         |
| 57.3237       | 2.48  | 872  | 58.4032         |
| 64.2337       | 2.48  | 873  | 58.3811         |
| 58.3005       | 2.48  | 874  | 58.3737         |
| 49.5356       | 2.49  | 875  | 58.4047         |
| 61.8316       | 2.49  | 876  | 58.4430         |
| 62.0046       | 2.49  | 877  | 58.5074         |
| 53.9929       | 2.49  | 878  | 58.3865         |
| 67.122        | 2.5   | 879  | 58.2278         |
| 76.5378       | 2.5   | 880  | 58.1540         |
| 58.3209       | 2.5   | 881  | 58.1103         |
| 41.5014       | 2.51  | 882  | 57.9684         |
| 59.8321       | 2.51  | 883  | 57.7990         |
| 53.7771       | 2.51  | 884  | 57.6825         |
| 50.3313       | 2.51  | 885  | 57.6212         |
| 50.6975       | 2.52  | 886  | 57.5920         |
| 64.4328       | 2.52  | 887  | 57.4848         |
| 59.0452       | 2.52  | 888  | 57.4428         |
| 67.6343       | 2.53  | 889  | 57.2676         |
| 51.3146       | 2.53  | 890  | 57.2371         |
| 53.8295       | 2.53  | 891  | 57.1886         |
| 55.3479       | 2.53  | 892  | 56.9902         |
| 57.9939       | 2.54  | 893  | 56.9093         |
| 37.5404       | 2.54  | 894  | 56.8883         |
| 71.0001       | 2.54  | 895  | 56.8934         |
| 68.9731       | 2.55  | 896  | 56.7617         |
| 51.8036       | 2.55  | 897  | 56.7271         |
| 43.324        | 2.55  | 898  | 56.5573         |
| 45.4252       | 2.55  | 899  | 56.5938         |
| 52.3218       | 2.56  | 900  | 56.4192         |
| 40.831        | 2.56  | 901  | 56.6222         |
| 71.0662       | 2.56  | 902  | 56.6257         |
| 49.4309       | 2.57  | 903  | 56.6452         |
| 52.3845       | 2.57  | 904  | 56.6493         |
| 43.4646       | 2.57  | 905  | 56.7155         |
| 61.7033       | 2.57  | 906  | 56.6915         |
| 45.3815       | 2.58  | 907  | 56.7045         |
| 64.673        | 2.58  | 908  | 56.7422         |
| 45.9563       | 2.58  | 909  | 56.6379         |
| 48.9105       | 2.59  | 910  | 56.6410         |
| 49.0119       | 2.59  | 911  | 56.6741         |
| 38.8362       | 2.59  | 912  | 56.7598         |
| 48.336        | 2.59  | 913  | 56.7172         |
| 60.5368       | 2.6   | 914  | 56.7997         |
| 55.7241       | 2.6   | 915  | 56.8488         |
| 54.6042       | 2.6   | 916  | 56.8679         |
| 50.6106       | 2.61  | 917  | 56.8720         |
| 57.8928       | 2.61  | 918  | 56.9874         |
| 48.8138       | 2.61  | 919  | 57.0467         |
| 72.943        | 2.61  | 920  | 57.1422         |
| 71.4468       | 2.62  | 921  | 57.1334         |
| 52.6227       | 2.62  | 922  | 57.1604         |
| 48.3186       | 2.62  | 923  | 57.1478         |
| 62.8808       | 2.62  | 924  | 57.1482         |
| 61.9936       | 2.63  | 925  | 57.1586         |
| 60.1038       | 2.63  | 926  | 57.1324         |
| 74.43         | 2.63  | 927  | 57.1137         |
| 53.755        | 2.64  | 928  | 57.1583         |
| 45.4433       | 2.64  | 929  | 57.1909         |
| 56.9745       | 2.64  | 930  | 57.2784         |
| 68.3564       | 2.64  | 931  | 57.2908         |
| 47.8041       | 2.65  | 932  | 57.3042         |
| 56.8896       | 2.65  | 933  | 57.3111         |
| 48.8849       | 2.65  | 934  | 57.2556         |
| 54.467        | 2.66  | 935  | 57.2508         |
| 54.685        | 2.66  | 936  | 57.2779         |
| 53.584        | 2.66  | 937  | 57.3425         |
| 53.918        | 2.66  | 938  | 57.3733         |
| 71.3466       | 2.67  | 939  | 57.3987         |
| 57.7817       | 2.67  | 940  | 57.4654         |
| 54.0719       | 2.67  | 941  | 57.5813         |
| 49.5816       | 2.68  | 942  | 57.7040         |
| 48.896        | 2.68  | 943  | 57.7734         |
| 73.9724       | 2.68  | 944  | 57.8162         |
| 55.6565       | 2.68  | 945  | 57.8714         |
| 67.0903       | 2.69  | 946  | 57.8971         |
| 62.1673       | 2.69  | 947  | 57.9584         |
| 57.9501       | 2.69  | 948  | 57.9172         |
| 67.0466       | 2.7   | 949  | 57.8153         |
| 43.6622       | 2.7   | 950  | 57.7365         |
| 66.8231       | 2.7   | 951  | 57.7951         |
| 52.5351       | 2.7   | 952  | 57.8163         |
| 77.0387       | 2.71  | 953  | 57.8070         |
| 57.1442       | 2.71  | 954  | 57.7598         |
| 60.6137       | 2.71  | 955  | 57.7555         |
| 66.0504       | 2.72  | 956  | 57.8946         |
| 60.8817       | 2.72  | 957  | 57.9538         |
| 49.2448       | 2.72  | 958  | 58.0313         |
| 65.7275       | 2.72  | 959  | 58.1137         |
| 46.7855       | 2.73  | 960  | 58.0930         |
| 59.3395       | 2.73  | 961  | 58.1251         |
| 62.3624       | 2.73  | 962  | 58.0835         |
| 37.6399       | 2.74  | 963  | 58.1234         |
| 60.2317       | 2.74  | 964  | 58.1094         |
| 65.737        | 2.74  | 965  | 58.1321         |
| 52.7642       | 2.74  | 966  | 58.1848         |
| 50.8099       | 2.75  | 967  | 58.2281         |
| 77.8484       | 2.75  | 968  | 58.3008         |
| 61.1426       | 2.75  | 969  | 58.2694         |
| 52.7284       | 2.76  | 970  | 58.1438         |
| 60.4204       | 2.76  | 971  | 58.0352         |
| 58.7029       | 2.76  | 972  | 58.0947         |
| 56.5914       | 2.76  | 973  | 58.1564         |
| 64.202        | 2.77  | 974  | 58.1666         |
| 63.3881       | 2.77  | 975  | 58.1547         |
| 49.9842       | 2.77  | 976  | 58.0812         |
| 75.6632       | 2.78  | 977  | 58.0378         |
| 43.2476       | 2.78  | 978  | 57.9646         |
| 56.3932       | 2.78  | 979  | 57.9436         |
| 56.0061       | 2.78  | 980  | 57.9318         |
| 54.089        | 2.79  | 981  | 57.9112         |
| 56.3917       | 2.79  | 982  | 57.8632         |
| 60.0323       | 2.79  | 983  | 57.8074         |
| 50.9163       | 2.8   | 984  | 57.7385         |
| 52.4036       | 2.8   | 985  | 57.5918         |
| 43.4105       | 2.8   | 986  | 57.6010         |
| 53.7395       | 2.8   | 987  | 57.6198         |
| 63.9797       | 2.81  | 988  | 57.6217         |
| 49.6248       | 2.81  | 989  | 57.5587         |
| 41.0609       | 2.81  | 990  | 57.6257         |
| 69.4521       | 2.82  | 991  | 57.5130         |
| 54.4044       | 2.82  | 992  | 57.4222         |
| 47.2683       | 2.82  | 993  | 57.3736         |
| 52.2207       | 2.82  | 994  | 57.3600         |
| 48.8325       | 2.83  | 995  | 57.3608         |
| 46.7727       | 2.83  | 996  | 57.3576         |
| 58.6892       | 2.83  | 997  | 57.3835         |
| 65.1798       | 2.84  | 998  | 57.4003         |
| 68.0858       | 2.84  | 999  | 57.4650         |
| 68.918        | 2.84  | 1000 | 57.4596         |
| 66.8545       | 2.84  | 1001 | 57.5600         |
| 62.881        | 2.85  | 1002 | 57.5659         |
| 66.5004       | 2.85  | 1003 | 57.5754         |
| 55.4945       | 2.85  | 1004 | 57.5550         |
| 51.0943       | 2.86  | 1005 | 57.5850         |
| 46.9227       | 2.86  | 1006 | 57.5942         |
| 56.6902       | 2.86  | 1007 | 57.6950         |
| 53.8726       | 2.86  | 1008 | 57.6653         |
| 49.0829       | 2.87  | 1009 | 57.7030         |
| 58.3146       | 2.87  | 1010 | 57.7261         |
| 51.9576       | 2.87  | 1011 | 57.7968         |
| 57.4464       | 2.88  | 1012 | 57.7434         |
| 74.4148       | 2.88  | 1013 | 57.8242         |
| 53.614        | 2.88  | 1014 | 57.8004         |
| 63.407        | 2.88  | 1015 | 57.7800         |
| 46.5161       | 2.89  | 1016 | 57.7605         |
| 52.5069       | 2.89  | 1017 | 57.7648         |
| 71.77         | 2.89  | 1018 | 57.7574         |
| 51.0989       | 2.89  | 1019 | 57.5993         |
| 67.3567       | 2.9   | 1020 | 57.3667         |
| 70.826        | 2.9   | 1021 | 57.2581         |
| 53.0506       | 2.9   | 1022 | 57.1081         |
| 53.2084       | 2.91  | 1023 | 56.8375         |
| 67.1936       | 2.91  | 1024 | 56.6831         |
| 64.0002       | 2.91  | 1025 | 56.6197         |
| 51.4146       | 2.91  | 1026 | 56.5535         |
| 50.0892       | 2.92  | 1027 | 56.5242         |
| 60.4025       | 2.92  | 1028 | 56.5445         |
| 52.8591       | 2.92  | 1029 | 56.3083         |
| 47.675        | 2.93  | 1030 | 56.2926         |
| 52.7981       | 2.93  | 1031 | 56.3165         |
| 52.1065       | 2.93  | 1032 | 56.3344         |
| 63.5342       | 2.93  | 1033 | 56.3938         |
| 62.155        | 2.94  | 1034 | 56.3963         |
| 74.6463       | 2.94  | 1035 | 56.3263         |
| 56.012        | 2.94  | 1036 | 56.3111         |
| 59.7354       | 2.95  | 1037 | 56.3019         |
| 66.9786       | 2.95  | 1038 | 56.2783         |
| 52.3409       | 2.95  | 1039 | 56.1890         |
| 50.6189       | 2.95  | 1040 | 56.2003         |
| 59.4646       | 2.96  | 1041 | 56.2944         |
| 53.0394       | 2.96  | 1042 | 56.2684         |
| 68.5371       | 2.96  | 1043 | 56.3277         |
| 91.7476       | 2.97  | 1044 | 56.4384         |
| 49.0743       | 2.97  | 1045 | 56.5332         |
| 45.156        | 2.97  | 1046 | 56.6893         |
| 67.4588       | 2.97  | 1047 | 56.7397         |
| 47.6775       | 2.98  | 1048 | 56.8187         |
| 48.9661       | 2.98  | 1049 | 56.9043         |
| 80.5162       | 2.98  | 1050 | 56.9845         |
| 52.1307       | 2.99  | 1051 | 57.0025         |
| 43.8604       | 2.99  | 1052 | 56.9868         |
| 54.6309       | 2.99  | 1053 | 57.0338         |
| 53.6879       | 2.99  | 1054 | 57.0259         |
| 47.4114       | 3.0   | 1055 | 57.0644         |
| 62.0567       | 3.0   | 1056 | 57.0118         |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
