
<!-- 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. -->

# SwinV2-Base-Document-Classifier

This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window16-256](https://huggingface.co/microsoft/swinv2-base-patch4-window16-256) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.3854
- Accuracy: 0.8487
- F1: 0.7828
- Precision: 0.8618
- Recall: 0.7583

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 10000

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Accuracy | F1     | Precision | Recall |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|:---------:|:------:|
| 0.8305        | 0.002 | 20    | 0.8968          | 0.6491   | 0.6179 | 0.6249    | 0.6587 |
| 0.2772        | 0.004 | 40    | 0.8381          | 0.7136   | 0.6797 | 0.6799    | 0.6995 |
| 0.207         | 0.006 | 60    | 1.0716          | 0.6132   | 0.6170 | 0.6540    | 0.6573 |
| 0.1773        | 0.008 | 80    | 0.9111          | 0.7106   | 0.6759 | 0.6733    | 0.7010 |
| 0.1392        | 0.01  | 100   | 1.0190          | 0.7925   | 0.6899 | 0.7848    | 0.6776 |
| 0.1146        | 0.012 | 120   | 0.9824          | 0.7741   | 0.7229 | 0.7279    | 0.7266 |
| 0.1069        | 0.014 | 140   | 1.0200          | 0.8288   | 0.7446 | 0.8286    | 0.7277 |
| 0.0842        | 0.016 | 160   | 1.0000          | 0.8147   | 0.7473 | 0.7638    | 0.7522 |
| 0.1098        | 0.018 | 180   | 0.9541          | 0.8370   | 0.7656 | 0.8038    | 0.7564 |
| 0.1523        | 0.02  | 200   | 0.8870          | 0.7819   | 0.7366 | 0.7262    | 0.7562 |
| 0.1103        | 0.022 | 220   | 0.8863          | 0.8399   | 0.7712 | 0.8081    | 0.7606 |
| 0.0915        | 0.024 | 240   | 1.2072          | 0.8252   | 0.7164 | 0.8341    | 0.7108 |
| 0.0841        | 0.026 | 260   | 0.9257          | 0.8452   | 0.7832 | 0.8105    | 0.7741 |
| 0.024         | 0.028 | 280   | 1.2352          | 0.8378   | 0.7605 | 0.8286    | 0.7449 |
| 0.0678        | 0.03  | 300   | 1.2253          | 0.8378   | 0.7585 | 0.8393    | 0.7410 |
| 0.0998        | 0.032 | 320   | 1.0253          | 0.8346   | 0.7787 | 0.7892    | 0.7749 |
| 0.1259        | 0.034 | 340   | 1.2880          | 0.7690   | 0.7062 | 0.7388    | 0.7089 |
| 0.0483        | 0.036 | 360   | 1.2374          | 0.8474   | 0.7723 | 0.8431    | 0.7582 |
| 0.0668        | 0.038 | 380   | 1.0140          | 0.8438   | 0.7852 | 0.8051    | 0.7778 |
| 0.0543        | 0.04  | 400   | 0.9806          | 0.8401   | 0.7797 | 0.7987    | 0.7750 |
| 0.0938        | 0.042 | 420   | 1.1257          | 0.8423   | 0.7644 | 0.8329    | 0.7520 |
| 0.0598        | 0.044 | 440   | 1.1707          | 0.8348   | 0.7644 | 0.8295    | 0.7456 |
| 0.0456        | 0.046 | 460   | 1.1519          | 0.8458   | 0.7680 | 0.8408    | 0.7591 |
| 0.1077        | 0.048 | 480   | 1.3103          | 0.8227   | 0.7342 | 0.8451    | 0.7143 |
| 0.0874        | 0.05  | 500   | 0.9506          | 0.8476   | 0.7887 | 0.8194    | 0.7792 |
| 0.0714        | 0.052 | 520   | 1.1042          | 0.8427   | 0.7632 | 0.8534    | 0.7454 |
| 0.0547        | 0.054 | 540   | 1.1577          | 0.8401   | 0.7544 | 0.8310    | 0.7520 |
| 0.0668        | 0.056 | 560   | 1.2812          | 0.8405   | 0.7680 | 0.8339    | 0.7514 |
| 0.0632        | 0.058 | 580   | 1.2579          | 0.8476   | 0.7801 | 0.8342    | 0.7653 |
| 0.0423        | 0.06  | 600   | 1.2063          | 0.8415   | 0.7784 | 0.8120    | 0.7718 |
| 0.0722        | 0.062 | 620   | 1.1261          | 0.8495   | 0.7854 | 0.8283    | 0.7763 |
| 0.0487        | 0.064 | 640   | 1.3532          | 0.8313   | 0.7604 | 0.8281    | 0.7403 |
| 0.0316        | 0.066 | 660   | 1.1830          | 0.8460   | 0.7846 | 0.8159    | 0.7826 |
| 0.0414        | 0.068 | 680   | 1.2328          | 0.8429   | 0.7722 | 0.8252    | 0.7595 |
| 0.0432        | 0.07  | 700   | 1.2713          | 0.8482   | 0.7813 | 0.8360    | 0.7708 |
| 0.0624        | 0.072 | 720   | 1.1437          | 0.8525   | 0.7910 | 0.8300    | 0.7853 |
| 0.0506        | 0.074 | 740   | 1.2602          | 0.8380   | 0.7658 | 0.8282    | 0.7557 |
| 0.042         | 0.076 | 760   | 1.4864          | 0.8270   | 0.7396 | 0.8332    | 0.7227 |
| 0.0495        | 0.078 | 780   | 1.6550          | 0.8186   | 0.7198 | 0.8443    | 0.7041 |
| 0.09          | 0.08  | 800   | 1.2392          | 0.8380   | 0.7692 | 0.8158    | 0.7600 |
| 0.0743        | 0.082 | 820   | 1.2096          | 0.8309   | 0.7665 | 0.8194    | 0.7476 |
| 0.0608        | 0.084 | 840   | 1.2309          | 0.8337   | 0.7644 | 0.8301    | 0.7438 |
| 0.0223        | 0.086 | 860   | 1.3063          | 0.8519   | 0.7788 | 0.8508    | 0.7638 |
| 0.0348        | 0.088 | 880   | 1.2334          | 0.8468   | 0.7822 | 0.8391    | 0.7634 |
| 0.0572        | 0.09  | 900   | 1.5572          | 0.8305   | 0.7433 | 0.8417    | 0.7270 |
| 0.041         | 0.092 | 920   | 1.2460          | 0.8536   | 0.7902 | 0.8425    | 0.7746 |
| 0.0433        | 0.094 | 940   | 1.3094          | 0.8470   | 0.7731 | 0.8348    | 0.7617 |
| 0.0529        | 0.096 | 960   | 1.6061          | 0.8235   | 0.7430 | 0.8490    | 0.7185 |
| 0.043         | 0.098 | 980   | 1.3444          | 0.8452   | 0.7634 | 0.8513    | 0.7500 |
| 0.0411        | 0.1   | 1000  | 1.4491          | 0.8423   | 0.7499 | 0.8464    | 0.7418 |
| 0.0433        | 0.102 | 1020  | 1.2582          | 0.8552   | 0.7828 | 0.8450    | 0.7707 |
| 0.0444        | 0.104 | 1040  | 1.3154          | 0.8583   | 0.7817 | 0.8596    | 0.7689 |
| 0.0617        | 0.106 | 1060  | 1.4278          | 0.8415   | 0.7651 | 0.8584    | 0.7439 |
| 0.091         | 0.108 | 1080  | 1.1503          | 0.8538   | 0.7882 | 0.8468    | 0.7711 |
| 0.0435        | 0.11  | 1100  | 1.3136          | 0.8344   | 0.7634 | 0.8451    | 0.7402 |
| 0.042         | 0.112 | 1120  | 1.1063          | 0.8580   | 0.7933 | 0.8471    | 0.7784 |
| 0.0283        | 0.114 | 1140  | 1.1147          | 0.8642   | 0.8042 | 0.8521    | 0.7892 |
| 0.0826        | 0.116 | 1160  | 1.0588          | 0.8529   | 0.7999 | 0.8225    | 0.7895 |
| 0.0599        | 0.118 | 1180  | 1.4373          | 0.8260   | 0.7519 | 0.8423    | 0.7275 |
| 0.085         | 0.12  | 1200  | 1.0753          | 0.8529   | 0.7837 | 0.8418    | 0.7740 |
| 0.015         | 0.122 | 1220  | 1.1104          | 0.8595   | 0.8030 | 0.8424    | 0.7878 |
| 0.0258        | 0.124 | 1240  | 1.2051          | 0.8578   | 0.7949 | 0.8533    | 0.7769 |
| 0.1003        | 0.126 | 1260  | 1.1081          | 0.8507   | 0.7856 | 0.8489    | 0.7658 |
| 0.0222        | 0.128 | 1280  | 1.2320          | 0.8468   | 0.7814 | 0.8472    | 0.7604 |
| 0.0212        | 0.13  | 1300  | 1.2915          | 0.8427   | 0.7671 | 0.8478    | 0.7504 |
| 0.0354        | 0.132 | 1320  | 1.5551          | 0.8276   | 0.7401 | 0.8566    | 0.7192 |
| 0.0781        | 0.134 | 1340  | 1.1056          | 0.8531   | 0.7902 | 0.8474    | 0.7722 |
| 0.062         | 0.136 | 1360  | 1.3846          | 0.8301   | 0.7402 | 0.8517    | 0.7223 |
| 0.0491        | 0.138 | 1380  | 1.2179          | 0.8591   | 0.7902 | 0.8582    | 0.7757 |
| 0.0519        | 0.14  | 1400  | 1.1529          | 0.8419   | 0.7783 | 0.8486    | 0.7559 |
| 0.0989        | 0.142 | 1420  | 1.0709          | 0.8523   | 0.7786 | 0.8574    | 0.7637 |
| 0.0772        | 0.144 | 1440  | 1.1710          | 0.8346   | 0.7499 | 0.8470    | 0.7320 |
| 0.0445        | 0.146 | 1460  | 1.0408          | 0.8583   | 0.7921 | 0.8551    | 0.7757 |
| 0.0093        | 0.148 | 1480  | 1.1644          | 0.8462   | 0.7757 | 0.8520    | 0.7560 |
| 0.0375        | 0.15  | 1500  | 1.2751          | 0.8446   | 0.7601 | 0.8569    | 0.7455 |
| 0.046         | 0.152 | 1520  | 1.1101          | 0.8556   | 0.7845 | 0.8599    | 0.7673 |
| 0.0255        | 0.154 | 1540  | 1.2097          | 0.8409   | 0.7688 | 0.8563    | 0.7462 |
| 0.023         | 0.156 | 1560  | 1.4518          | 0.8078   | 0.7313 | 0.8277    | 0.7036 |
| 0.0148        | 0.158 | 1580  | 1.3187          | 0.8464   | 0.7749 | 0.8616    | 0.7519 |
| 0.0605        | 0.16  | 1600  | 1.3435          | 0.8427   | 0.7631 | 0.8645    | 0.7430 |
| 0.0168        | 0.162 | 1620  | 1.3367          | 0.8491   | 0.7823 | 0.8497    | 0.7627 |
| 0.0442        | 0.164 | 1640  | 1.3156          | 0.8529   | 0.7831 | 0.8607    | 0.7640 |
| 0.035         | 0.166 | 1660  | 1.1943          | 0.8529   | 0.7931 | 0.8435    | 0.7740 |
| 0.0595        | 0.168 | 1680  | 1.1160          | 0.8533   | 0.7925 | 0.8381    | 0.7801 |
| 0.0233        | 0.17  | 1700  | 1.2185          | 0.8435   | 0.7864 | 0.8297    | 0.7675 |
| 0.0243        | 0.172 | 1720  | 1.4743          | 0.8299   | 0.7507 | 0.8521    | 0.7279 |
| 0.0207        | 0.174 | 1740  | 1.5421          | 0.8327   | 0.7484 | 0.8562    | 0.7282 |
| 0.0054        | 0.176 | 1760  | 1.5514          | 0.8440   | 0.7534 | 0.8527    | 0.7433 |
| 0.0283        | 0.178 | 1780  | 2.0433          | 0.7839   | 0.6810 | 0.8394    | 0.6582 |
| 0.0289        | 0.18  | 1800  | 1.9418          | 0.7992   | 0.6993 | 0.8478    | 0.6774 |
| 0.0163        | 0.182 | 1820  | 1.5420          | 0.8429   | 0.7578 | 0.8542    | 0.7436 |
| 0.0421        | 0.184 | 1840  | 1.2911          | 0.8550   | 0.7887 | 0.8476    | 0.7731 |
| 0.0493        | 0.186 | 1860  | 1.4809          | 0.8309   | 0.7586 | 0.8370    | 0.7354 |
| 0.0465        | 0.188 | 1880  | 1.3390          | 0.8464   | 0.7805 | 0.8428    | 0.7607 |
| 0.0283        | 0.19  | 1900  | 1.5690          | 0.8260   | 0.7472 | 0.8485    | 0.7229 |
| 0.0365        | 0.192 | 1920  | 1.3759          | 0.8499   | 0.7739 | 0.8554    | 0.7573 |
| 0.0412        | 0.194 | 1940  | 1.3300          | 0.8517   | 0.7834 | 0.8556    | 0.7632 |
| 0.079         | 0.196 | 1960  | 1.1782          | 0.8556   | 0.7982 | 0.8404    | 0.7817 |
| 0.0559        | 0.198 | 1980  | 1.2982          | 0.8450   | 0.7787 | 0.8583    | 0.7546 |
| 0.0106        | 0.2   | 2000  | 1.2293          | 0.8548   | 0.7950 | 0.8453    | 0.7761 |
| 0.0285        | 0.202 | 2020  | 1.3538          | 0.8536   | 0.7830 | 0.8571    | 0.7650 |
| 0.015         | 0.204 | 2040  | 1.3771          | 0.8450   | 0.7801 | 0.8410    | 0.7600 |
| 0.0374        | 0.206 | 2060  | 1.3766          | 0.8413   | 0.7737 | 0.8401    | 0.7529 |
| 0.0518        | 0.208 | 2080  | 1.3408          | 0.8311   | 0.7655 | 0.8419    | 0.7403 |
| 0.0323        | 0.21  | 2100  | 1.4204          | 0.8399   | 0.7713 | 0.8537    | 0.7465 |
| 0.0309        | 0.212 | 2120  | 1.3761          | 0.8344   | 0.7664 | 0.8409    | 0.7424 |
| 0.0453        | 0.214 | 2140  | 1.3741          | 0.8380   | 0.7628 | 0.8430    | 0.7429 |
| 0.0326        | 0.216 | 2160  | 1.5718          | 0.7958   | 0.7227 | 0.8051    | 0.6957 |
| 0.0843        | 0.218 | 2180  | 1.1338          | 0.8531   | 0.7869 | 0.8421    | 0.7720 |
| 0.0279        | 0.22  | 2200  | 1.5665          | 0.7982   | 0.7249 | 0.8327    | 0.6934 |
| 0.0467        | 0.222 | 2220  | 1.2442          | 0.8472   | 0.7781 | 0.8465    | 0.7578 |
| 0.0691        | 0.224 | 2240  | 1.2314          | 0.8362   | 0.7681 | 0.8331    | 0.7464 |
| 0.0471        | 0.226 | 2260  | 1.2135          | 0.8468   | 0.7784 | 0.8440    | 0.7591 |
| 0.0716        | 0.228 | 2280  | 1.2434          | 0.8348   | 0.7652 | 0.8413    | 0.7424 |
| 0.0274        | 0.23  | 2300  | 1.2170          | 0.8540   | 0.7873 | 0.8481    | 0.7693 |
| 0.0358        | 0.232 | 2320  | 1.2247          | 0.8495   | 0.7794 | 0.8518    | 0.7588 |
| 0.0127        | 0.234 | 2340  | 1.3406          | 0.8423   | 0.7771 | 0.8482    | 0.7533 |
| 0.0596        | 0.236 | 2360  | 1.2308          | 0.8595   | 0.7904 | 0.8556    | 0.7775 |
| 0.0082        | 0.238 | 2380  | 1.3719          | 0.8450   | 0.7726 | 0.8561    | 0.7540 |
| 0.0194        | 0.24  | 2400  | 1.4780          | 0.8297   | 0.7618 | 0.8455    | 0.7357 |
| 0.0341        | 0.242 | 2420  | 1.4085          | 0.8386   | 0.7714 | 0.8508    | 0.7467 |
| 0.05          | 0.244 | 2440  | 1.7963          | 0.7845   | 0.6948 | 0.8236    | 0.6685 |
| 0.0274        | 0.246 | 2460  | 1.6832          | 0.8084   | 0.7257 | 0.8316    | 0.7001 |
| 0.0203        | 0.248 | 2480  | 1.6954          | 0.8184   | 0.7367 | 0.8438    | 0.7122 |
| 0.0328        | 0.25  | 2500  | 1.5345          | 0.8337   | 0.7524 | 0.8511    | 0.7314 |
| 0.0434        | 0.252 | 2520  | 1.5739          | 0.8045   | 0.7503 | 0.8236    | 0.7185 |
| 0.0505        | 0.254 | 2540  | 1.6393          | 0.8078   | 0.7450 | 0.8320    | 0.7139 |
| 0.0029        | 0.256 | 2560  | 1.4990          | 0.8317   | 0.7679 | 0.8484    | 0.7410 |
| 0.0437        | 0.258 | 2580  | 1.8746          | 0.7998   | 0.7167 | 0.8463    | 0.6877 |
| 0.0573        | 0.26  | 2600  | 2.2431          | 0.7610   | 0.6543 | 0.8298    | 0.6302 |
| 0.0313        | 0.262 | 2620  | 1.7306          | 0.8039   | 0.7137 | 0.8381    | 0.6910 |
| 0.0186        | 0.264 | 2640  | 1.7413          | 0.8062   | 0.7239 | 0.8425    | 0.6985 |
| 0.0426        | 0.266 | 2660  | 1.3704          | 0.8497   | 0.7810 | 0.8566    | 0.7600 |
| 0.0288        | 0.268 | 2680  | 1.2915          | 0.8531   | 0.7850 | 0.8523    | 0.7679 |
| 0.0402        | 0.27  | 2700  | 1.4792          | 0.8407   | 0.7610 | 0.8618    | 0.7405 |
| 0.0184        | 0.272 | 2720  | 1.6357          | 0.8331   | 0.7526 | 0.8616    | 0.7290 |
| 0.0162        | 0.274 | 2740  | 1.4176          | 0.8548   | 0.7797 | 0.8571    | 0.7663 |
| 0.0153        | 0.276 | 2760  | 1.3665          | 0.8556   | 0.7879 | 0.8540    | 0.7702 |
| 0.0189        | 0.278 | 2780  | 1.3686          | 0.8529   | 0.7857 | 0.8597    | 0.7650 |
| 0.0223        | 0.28  | 2800  | 1.3679          | 0.8566   | 0.7877 | 0.8650    | 0.7683 |
| 0.0193        | 0.282 | 2820  | 1.4252          | 0.8517   | 0.7814 | 0.8621    | 0.7632 |
| 0.0201        | 0.284 | 2840  | 1.5652          | 0.8266   | 0.7554 | 0.8548    | 0.7317 |
| 0.0102        | 0.286 | 2860  | 1.4620          | 0.8423   | 0.7787 | 0.8612    | 0.7562 |
| 0.0294        | 0.288 | 2880  | 1.6310          | 0.8143   | 0.7560 | 0.8416    | 0.7238 |
| 0.0106        | 0.29  | 2900  | 1.5361          | 0.8511   | 0.7813 | 0.8697    | 0.7623 |
| 0.0107        | 0.292 | 2920  | 1.6966          | 0.8211   | 0.7633 | 0.8530    | 0.7328 |
| 0.0063        | 0.294 | 2940  | 1.4493          | 0.8556   | 0.7930 | 0.8637    | 0.7727 |
| 0.0389        | 0.296 | 2960  | 1.3437          | 0.8617   | 0.7988 | 0.8552    | 0.7849 |
| 0.0274        | 0.298 | 2980  | 1.5037          | 0.8382   | 0.7787 | 0.8541    | 0.7543 |
| 0.0392        | 0.3   | 3000  | 1.3455          | 0.8482   | 0.7906 | 0.8556    | 0.7687 |
| 0.0367        | 0.302 | 3020  | 1.4267          | 0.8378   | 0.7752 | 0.8568    | 0.7504 |
| 0.0228        | 0.304 | 3040  | 1.3723          | 0.8587   | 0.7934 | 0.8671    | 0.7739 |
| 0.0259        | 0.306 | 3060  | 1.4159          | 0.8423   | 0.7802 | 0.8599    | 0.7568 |
| 0.0074        | 0.308 | 3080  | 1.6634          | 0.8217   | 0.7550 | 0.8538    | 0.7295 |
| 0.0386        | 0.31  | 3100  | 1.4854          | 0.8399   | 0.7712 | 0.8604    | 0.7476 |
| 0.017         | 0.312 | 3120  | 1.5554          | 0.8276   | 0.7633 | 0.8519    | 0.7362 |
| 0.0144        | 0.314 | 3140  | 1.4663          | 0.8354   | 0.7713 | 0.8500    | 0.7466 |
| 0.0142        | 0.316 | 3160  | 1.6349          | 0.8209   | 0.7528 | 0.8541    | 0.7230 |
| 0.0236        | 0.318 | 3180  | 1.6757          | 0.8180   | 0.7447 | 0.8566    | 0.7162 |
| 0.0712        | 0.32  | 3200  | 1.3367          | 0.8456   | 0.7829 | 0.8500    | 0.7603 |
| 0.0372        | 0.322 | 3220  | 1.3016          | 0.8619   | 0.7992 | 0.8657    | 0.7797 |
| 0.0301        | 0.324 | 3240  | 1.5439          | 0.8403   | 0.7657 | 0.8642    | 0.7417 |
| 0.0043        | 0.326 | 3260  | 1.3523          | 0.8495   | 0.7870 | 0.8371    | 0.7715 |
| 0.0112        | 0.328 | 3280  | 1.6203          | 0.8180   | 0.7489 | 0.8458    | 0.7202 |
| 0.0389        | 0.33  | 3300  | 1.6012          | 0.8276   | 0.7515 | 0.8558    | 0.7253 |
| 0.032         | 0.332 | 3320  | 1.4622          | 0.8511   | 0.7749 | 0.8709    | 0.7551 |
| 0.0484        | 0.334 | 3340  | 1.3753          | 0.8521   | 0.7822 | 0.8517    | 0.7646 |
| 0.0485        | 0.336 | 3360  | 1.3727          | 0.8507   | 0.7821 | 0.8510    | 0.7622 |
| 0.0412        | 0.338 | 3380  | 1.4621          | 0.8417   | 0.7700 | 0.8513    | 0.7480 |
| 0.062         | 0.34  | 3400  | 1.3283          | 0.8472   | 0.7808 | 0.8462    | 0.7593 |
| 0.0155        | 0.342 | 3420  | 1.4947          | 0.8284   | 0.7573 | 0.8388    | 0.7321 |
| 0.0604        | 0.344 | 3440  | 1.2953          | 0.8495   | 0.7857 | 0.8497    | 0.7640 |
| 0.0139        | 0.346 | 3460  | 1.3644          | 0.8562   | 0.7855 | 0.8667    | 0.7669 |
| 0.0115        | 0.348 | 3480  | 1.3503          | 0.8497   | 0.7849 | 0.8578    | 0.7627 |
| 0.0262        | 0.35  | 3500  | 1.4776          | 0.8388   | 0.7647 | 0.8649    | 0.7400 |
| 0.0197        | 0.352 | 3520  | 1.3169          | 0.8566   | 0.7911 | 0.8594    | 0.7704 |
| 0.0753        | 0.354 | 3540  | 1.4336          | 0.8466   | 0.7742 | 0.8650    | 0.7514 |
| 0.0541        | 0.356 | 3560  | 1.3846          | 0.8360   | 0.7752 | 0.8395    | 0.7506 |
| 0.0154        | 0.358 | 3580  | 1.1941          | 0.8601   | 0.8115 | 0.8347    | 0.7996 |
| 0.0015        | 0.36  | 3600  | 1.3277          | 0.8580   | 0.7972 | 0.8637    | 0.7755 |
| 0.0284        | 0.362 | 3620  | 1.4280          | 0.8523   | 0.7832 | 0.8693    | 0.7606 |
| 0.0237        | 0.364 | 3640  | 1.5248          | 0.8337   | 0.7633 | 0.8565    | 0.7369 |
| 0.0243        | 0.366 | 3660  | 1.5584          | 0.8386   | 0.7636 | 0.8640    | 0.7390 |
| 0.0628        | 0.368 | 3680  | 1.3950          | 0.8542   | 0.7860 | 0.8656    | 0.7646 |
| 0.0462        | 0.37  | 3700  | 1.4476          | 0.8419   | 0.7730 | 0.8574    | 0.7478 |
| 0.0128        | 0.372 | 3720  | 1.5086          | 0.8409   | 0.7705 | 0.8594    | 0.7455 |
| 0.013         | 0.374 | 3740  | 1.3820          | 0.8544   | 0.7885 | 0.8641    | 0.7663 |
| 0.0022        | 0.376 | 3760  | 1.3281          | 0.8601   | 0.7924 | 0.8650    | 0.7743 |
| 0.0359        | 0.378 | 3780  | 1.3168          | 0.8585   | 0.7955 | 0.8597    | 0.7758 |
| 0.004         | 0.38  | 3800  | 1.3508          | 0.8538   | 0.7900 | 0.8580    | 0.7686 |
| 0.0227        | 0.382 | 3820  | 1.3766          | 0.8542   | 0.7886 | 0.8630    | 0.7670 |
| 0.0409        | 0.384 | 3840  | 1.3383          | 0.8497   | 0.7855 | 0.8630    | 0.7620 |
| 0.0314        | 0.386 | 3860  | 1.3714          | 0.8493   | 0.7808 | 0.8648    | 0.7582 |
| 0.022         | 0.388 | 3880  | 1.3467          | 0.8531   | 0.7855 | 0.8590    | 0.7654 |
| 0.0039        | 0.39  | 3900  | 1.4044          | 0.8548   | 0.7884 | 0.8634    | 0.7676 |
| 0.0342        | 0.392 | 3920  | 1.3077          | 0.8572   | 0.7952 | 0.8527    | 0.7764 |
| 0.0258        | 0.394 | 3940  | 1.2968          | 0.8658   | 0.8013 | 0.8601    | 0.7873 |
| 0.0332        | 0.396 | 3960  | 1.3438          | 0.8540   | 0.7817 | 0.8615    | 0.7642 |
| 0.0153        | 0.398 | 3980  | 1.6289          | 0.8246   | 0.7433 | 0.8564    | 0.7179 |
| 0.0116        | 0.4   | 4000  | 1.4183          | 0.8454   | 0.7786 | 0.8485    | 0.7572 |
| 0.0349        | 0.402 | 4020  | 1.4774          | 0.8487   | 0.7767 | 0.8617    | 0.7561 |
| 0.02          | 0.404 | 4040  | 1.4637          | 0.8511   | 0.7788 | 0.8648    | 0.7587 |
| 0.0072        | 0.406 | 4060  | 1.5426          | 0.8352   | 0.7633 | 0.8539    | 0.7386 |
| 0.0229        | 0.408 | 4080  | 1.4962          | 0.8501   | 0.7801 | 0.8667    | 0.7580 |
| 0.0412        | 0.41  | 4100  | 1.2846          | 0.8632   | 0.8023 | 0.8580    | 0.7859 |
| 0.0227        | 0.412 | 4120  | 1.2946          | 0.8629   | 0.7982 | 0.8639    | 0.7815 |
| 0.0278        | 0.414 | 4140  | 1.3961          | 0.8493   | 0.7809 | 0.8610    | 0.7586 |
| 0.0171        | 0.416 | 4160  | 1.4801          | 0.8417   | 0.7674 | 0.8629    | 0.7441 |
| 0.0136        | 0.418 | 4180  | 1.4238          | 0.8507   | 0.7736 | 0.8680    | 0.7552 |
| 0.0213        | 0.42  | 4200  | 1.3588          | 0.8558   | 0.7873 | 0.8645    | 0.7667 |
| 0.029         | 0.422 | 4220  | 1.4318          | 0.8501   | 0.7789 | 0.8642    | 0.7571 |
| 0.0226        | 0.424 | 4240  | 1.3959          | 0.8542   | 0.7857 | 0.8660    | 0.7639 |
| 0.0049        | 0.426 | 4260  | 1.3321          | 0.8601   | 0.7949 | 0.8616    | 0.7757 |
| 0.0476        | 0.428 | 4280  | 1.3586          | 0.8568   | 0.7859 | 0.8644    | 0.7672 |
| 0.0462        | 0.43  | 4300  | 1.5131          | 0.8417   | 0.7649 | 0.8663    | 0.7416 |
| 0.0512        | 0.432 | 4320  | 1.2899          | 0.8505   | 0.7867 | 0.8500    | 0.7650 |
| 0.0285        | 0.434 | 4340  | 1.2635          | 0.8542   | 0.7881 | 0.8571    | 0.7685 |
| 0.0415        | 0.436 | 4360  | 1.2625          | 0.8511   | 0.7886 | 0.8552    | 0.7659 |
| 0.0482        | 0.438 | 4380  | 1.2407          | 0.8527   | 0.7846 | 0.8594    | 0.7646 |
| 0.0363        | 0.44  | 4400  | 1.3564          | 0.8384   | 0.7648 | 0.8620    | 0.7403 |
| 0.0276        | 0.442 | 4420  | 1.1727          | 0.8576   | 0.7985 | 0.8458    | 0.7820 |
| 0.0039        | 0.444 | 4440  | 1.2807          | 0.8619   | 0.7984 | 0.8675    | 0.7790 |
| 0.0262        | 0.446 | 4460  | 1.3800          | 0.8523   | 0.7815 | 0.8681    | 0.7607 |
| 0.039         | 0.448 | 4480  | 1.4388          | 0.8421   | 0.7736 | 0.8638    | 0.7475 |
| 0.0223        | 0.45  | 4500  | 1.1979          | 0.8660   | 0.8041 | 0.8597    | 0.7897 |
| 0.0073        | 0.452 | 4520  | 1.2264          | 0.8576   | 0.7999 | 0.8458    | 0.7820 |
| 0.0269        | 0.454 | 4540  | 1.2685          | 0.8603   | 0.8002 | 0.8567    | 0.7808 |
| 0.0131        | 0.456 | 4560  | 1.3904          | 0.8505   | 0.7824 | 0.8669    | 0.7587 |
| 0.01          | 0.458 | 4580  | 1.4277          | 0.8499   | 0.7804 | 0.8669    | 0.7572 |
| 0.0236        | 0.46  | 4600  | 1.3922          | 0.8476   | 0.7863 | 0.8531    | 0.7627 |
| 0.0216        | 0.462 | 4620  | 1.3886          | 0.8499   | 0.7872 | 0.8588    | 0.7631 |
| 0.0138        | 0.464 | 4640  | 1.4872          | 0.8462   | 0.7754 | 0.8697    | 0.7510 |
| 0.0522        | 0.466 | 4660  | 1.4304          | 0.8446   | 0.7710 | 0.8642    | 0.7486 |
| 0.0071        | 0.468 | 4680  | 1.3784          | 0.8517   | 0.7807 | 0.8637    | 0.7601 |
| 0.0426        | 0.47  | 4700  | 1.3193          | 0.8544   | 0.7903 | 0.8554    | 0.7698 |
| 0.0436        | 0.472 | 4720  | 1.2188          | 0.8609   | 0.8004 | 0.8553    | 0.7821 |
| 0.013         | 0.474 | 4740  | 1.4031          | 0.8474   | 0.7763 | 0.8669    | 0.7532 |
| 0.0443        | 0.476 | 4760  | 1.5753          | 0.8192   | 0.7395 | 0.8551    | 0.7140 |
| 0.0444        | 0.478 | 4780  | 1.3850          | 0.8429   | 0.7643 | 0.8643    | 0.7438 |
| 0.0002        | 0.48  | 4800  | 1.4815          | 0.8358   | 0.7535 | 0.8639    | 0.7319 |
| 0.0089        | 0.482 | 4820  | 1.4944          | 0.8250   | 0.7524 | 0.8528    | 0.7242 |
| 0.0239        | 0.484 | 4840  | 1.3902          | 0.8370   | 0.7726 | 0.8432    | 0.7478 |
| 0.0333        | 0.486 | 4860  | 1.4922          | 0.8211   | 0.7561 | 0.8364    | 0.7272 |
| 0.0271        | 0.488 | 4880  | 1.5084          | 0.8276   | 0.7577 | 0.8503    | 0.7295 |
| 0.0337        | 0.49  | 4900  | 1.3764          | 0.8440   | 0.7774 | 0.8570    | 0.7526 |
| 0.0602        | 0.492 | 4920  | 1.3659          | 0.8393   | 0.7638 | 0.8585    | 0.7410 |
| 0.0212        | 0.494 | 4940  | 1.2901          | 0.8501   | 0.7837 | 0.8587    | 0.7624 |
| 0.014         | 0.496 | 4960  | 1.3822          | 0.8354   | 0.7668 | 0.8564    | 0.7402 |
| 0.0012        | 0.498 | 4980  | 1.4594          | 0.8305   | 0.7592 | 0.8557    | 0.7319 |
| 0.0051        | 0.5   | 5000  | 1.5347          | 0.8248   | 0.7521 | 0.8560    | 0.7230 |
| 0.0223        | 0.502 | 5020  | 1.4165          | 0.8370   | 0.7671 | 0.8594    | 0.7404 |
| 0.0053        | 0.504 | 5040  | 1.3180          | 0.8525   | 0.7900 | 0.8651    | 0.7651 |
| 0.0293        | 0.506 | 5060  | 1.2316          | 0.8595   | 0.7992 | 0.8675    | 0.7778 |
| 0.0391        | 0.508 | 5080  | 1.3382          | 0.8415   | 0.7784 | 0.8600    | 0.7524 |
| 0.0134        | 0.51  | 5100  | 1.3917          | 0.8474   | 0.7773 | 0.8643    | 0.7549 |
| 0.0187        | 0.512 | 5120  | 1.3604          | 0.8435   | 0.7802 | 0.8625    | 0.7568 |
| 0.027         | 0.514 | 5140  | 1.5380          | 0.8217   | 0.7518 | 0.8541    | 0.7250 |
| 0.0367        | 0.516 | 5160  | 1.4179          | 0.8241   | 0.7553 | 0.8585    | 0.7283 |
| 0.0163        | 0.518 | 5180  | 1.3710          | 0.8331   | 0.7660 | 0.8605    | 0.7386 |
| 0.0241        | 0.52  | 5200  | 1.2647          | 0.8450   | 0.7845 | 0.8507    | 0.7595 |
| 0.0122        | 0.522 | 5220  | 1.3431          | 0.8493   | 0.7843 | 0.8646    | 0.7594 |
| 0.0405        | 0.524 | 5240  | 1.4083          | 0.8405   | 0.7718 | 0.8631    | 0.7454 |
| 0.0315        | 0.526 | 5260  | 1.2555          | 0.8617   | 0.7963 | 0.8706    | 0.7773 |
| 0.0158        | 0.528 | 5280  | 1.4175          | 0.8274   | 0.7667 | 0.8562    | 0.7390 |
| 0.0242        | 0.53  | 5300  | 1.2810          | 0.8476   | 0.7901 | 0.8563    | 0.7665 |
| 0.0161        | 0.532 | 5320  | 1.3278          | 0.8544   | 0.7883 | 0.8677    | 0.7666 |
| 0.0353        | 0.534 | 5340  | 1.2567          | 0.8658   | 0.8044 | 0.8681    | 0.7858 |
| 0.0062        | 0.536 | 5360  | 1.3290          | 0.8589   | 0.7932 | 0.8681    | 0.7724 |
| 0.0184        | 0.538 | 5380  | 1.2692          | 0.8560   | 0.7939 | 0.8565    | 0.7744 |
| 0.059         | 0.54  | 5400  | 1.2367          | 0.8605   | 0.8013 | 0.8580    | 0.7814 |
| 0.0206        | 0.542 | 5420  | 1.3156          | 0.8552   | 0.7912 | 0.8618    | 0.7703 |
| 0.0175        | 0.544 | 5440  | 1.5553          | 0.8199   | 0.7552 | 0.8570    | 0.7240 |
| 0.0415        | 0.546 | 5460  | 1.3599          | 0.8546   | 0.7854 | 0.8685    | 0.7650 |
| 0.0432        | 0.548 | 5480  | 1.5341          | 0.8201   | 0.7529 | 0.8536    | 0.7219 |
| 0.0545        | 0.55  | 5500  | 1.5413          | 0.8090   | 0.7443 | 0.8475    | 0.7110 |
| 0.0234        | 0.552 | 5520  | 1.6712          | 0.8009   | 0.7334 | 0.8505    | 0.6984 |
| 0.0156        | 0.554 | 5540  | 1.6123          | 0.8213   | 0.7497 | 0.8586    | 0.7196 |
| 0.0172        | 0.556 | 5560  | 1.6196          | 0.8201   | 0.7493 | 0.8646    | 0.7179 |
| 0.029         | 0.558 | 5580  | 1.5016          | 0.8301   | 0.7614 | 0.8682    | 0.7327 |
| 0.0216        | 0.56  | 5600  | 1.4448          | 0.8466   | 0.7809 | 0.8622    | 0.7560 |
| 0.0641        | 0.562 | 5620  | 1.5083          | 0.8358   | 0.7627 | 0.8672    | 0.7364 |
| 0.0244        | 0.564 | 5640  | 1.4582          | 0.8393   | 0.7712 | 0.8654    | 0.7443 |
| 0.0304        | 0.566 | 5660  | 1.4796          | 0.8372   | 0.7669 | 0.8686    | 0.7401 |
| 0.0299        | 0.568 | 5680  | 1.4776          | 0.8442   | 0.7725 | 0.8713    | 0.7481 |
| 0.0108        | 0.57  | 5700  | 1.5837          | 0.8311   | 0.7575 | 0.8679    | 0.7291 |
| 0.0568        | 0.572 | 5720  | 1.2901          | 0.8527   | 0.7926 | 0.8573    | 0.7697 |
| 0.0012        | 0.574 | 5740  | 1.3570          | 0.8509   | 0.7904 | 0.8624    | 0.7658 |
| 0.0161        | 0.576 | 5760  | 1.4200          | 0.8407   | 0.7803 | 0.8596    | 0.7541 |
| 0.045         | 0.578 | 5780  | 1.4508          | 0.8440   | 0.7796 | 0.8656    | 0.7532 |
| 0.04          | 0.58  | 5800  | 1.4328          | 0.8382   | 0.7785 | 0.8620    | 0.7500 |
| 0.054         | 0.582 | 5820  | 1.2936          | 0.8478   | 0.7885 | 0.8600    | 0.7628 |
| 0.0366        | 0.584 | 5840  | 1.3365          | 0.8431   | 0.7793 | 0.8626    | 0.7525 |
| 0.0325        | 0.586 | 5860  | 1.2088          | 0.8542   | 0.7973 | 0.8567    | 0.7739 |
| 0.0155        | 0.588 | 5880  | 1.2584          | 0.8554   | 0.7917 | 0.8624    | 0.7695 |
| 0.0027        | 0.59  | 5900  | 1.2414          | 0.8546   | 0.7967 | 0.8527    | 0.7747 |
| 0.0203        | 0.592 | 5920  | 1.4011          | 0.8403   | 0.7738 | 0.8618    | 0.7468 |
| 0.0047        | 0.594 | 5940  | 1.3959          | 0.8409   | 0.7760 | 0.8623    | 0.7486 |
| 0.0156        | 0.596 | 5960  | 1.5100          | 0.8284   | 0.7621 | 0.8619    | 0.7316 |
| 0.0315        | 0.598 | 5980  | 1.5174          | 0.8254   | 0.7555 | 0.8604    | 0.7283 |
| 0.0421        | 0.6   | 6000  | 1.3203          | 0.8585   | 0.7901 | 0.8684    | 0.7714 |
| 0.0009        | 0.602 | 6020  | 1.3933          | 0.8533   | 0.7813 | 0.8694    | 0.7616 |
| 0.0159        | 0.604 | 6040  | 1.3371          | 0.8617   | 0.7926 | 0.8695    | 0.7761 |
| 0.0126        | 0.606 | 6060  | 1.3021          | 0.8593   | 0.7941 | 0.8599    | 0.7762 |
| 0.0456        | 0.608 | 6080  | 1.4119          | 0.8468   | 0.7778 | 0.8623    | 0.7544 |
| 0.0231        | 0.61  | 6100  | 1.4231          | 0.8464   | 0.7747 | 0.8642    | 0.7528 |
| 0.0257        | 0.612 | 6120  | 1.5582          | 0.8295   | 0.7535 | 0.8673    | 0.7269 |
| 0.024         | 0.614 | 6140  | 1.4474          | 0.8399   | 0.7677 | 0.8629    | 0.7426 |
| 0.0271        | 0.616 | 6160  | 1.3643          | 0.8527   | 0.7831 | 0.8686    | 0.7618 |
| 0.004         | 0.618 | 6180  | 1.4824          | 0.8319   | 0.7618 | 0.8647    | 0.7349 |
| 0.0157        | 0.62  | 6200  | 1.6797          | 0.8045   | 0.7176 | 0.8557    | 0.6934 |
| 0.0084        | 0.622 | 6220  | 1.4220          | 0.8305   | 0.7666 | 0.8526    | 0.7400 |
| 0.0273        | 0.624 | 6240  | 1.3800          | 0.8274   | 0.7721 | 0.8473    | 0.7436 |
| 0.0363        | 0.626 | 6260  | 1.3942          | 0.8254   | 0.7647 | 0.8512    | 0.7365 |
| 0.0471        | 0.628 | 6280  | 1.2489          | 0.8480   | 0.7869 | 0.8557    | 0.7650 |
| 0.0134        | 0.63  | 6300  | 1.2962          | 0.8489   | 0.7854 | 0.8544    | 0.7623 |
| 0.0019        | 0.632 | 6320  | 1.3361          | 0.8480   | 0.7848 | 0.8596    | 0.7603 |
| 0.0145        | 0.634 | 6340  | 1.2290          | 0.8607   | 0.8010 | 0.8548    | 0.7819 |
| 0.0328        | 0.636 | 6360  | 1.3161          | 0.8466   | 0.7822 | 0.8577    | 0.7587 |
| 0.013         | 0.638 | 6380  | 1.4434          | 0.8278   | 0.7626 | 0.8548    | 0.7338 |
| 0.0157        | 0.64  | 6400  | 1.5072          | 0.8305   | 0.7608 | 0.8614    | 0.7326 |
| 0.0162        | 0.642 | 6420  | 1.4384          | 0.8372   | 0.7676 | 0.8619    | 0.7421 |
| 0.0031        | 0.644 | 6440  | 1.4686          | 0.8354   | 0.7641 | 0.8624    | 0.7384 |
| 0.0168        | 0.646 | 6460  | 1.6082          | 0.8233   | 0.7480 | 0.8610    | 0.7198 |
| 0.0096        | 0.648 | 6480  | 1.5840          | 0.8256   | 0.7523 | 0.8606    | 0.7238 |
| 0.0254        | 0.65  | 6500  | 1.4263          | 0.8403   | 0.7747 | 0.8617    | 0.7482 |
| 0.0284        | 0.652 | 6520  | 1.3740          | 0.8468   | 0.7820 | 0.8659    | 0.7573 |
| 0.0127        | 0.654 | 6540  | 1.3811          | 0.8368   | 0.7746 | 0.8558    | 0.7473 |
| 0.0313        | 0.656 | 6560  | 1.3887          | 0.8346   | 0.7719 | 0.8502    | 0.7447 |
| 0.0308        | 0.658 | 6580  | 1.3531          | 0.8376   | 0.7771 | 0.8455    | 0.7510 |
| 0.0121        | 0.66  | 6600  | 1.3415          | 0.8409   | 0.7791 | 0.8491    | 0.7540 |
| 0.0337        | 0.662 | 6620  | 1.3951          | 0.8319   | 0.7632 | 0.8505    | 0.7375 |
| 0.0153        | 0.664 | 6640  | 1.4965          | 0.8219   | 0.7512 | 0.8556    | 0.7234 |
| 0.0169        | 0.666 | 6660  | 1.3800          | 0.8409   | 0.7719 | 0.8565    | 0.7478 |
| 0.0231        | 0.668 | 6680  | 1.6212          | 0.8170   | 0.7375 | 0.8563    | 0.7097 |
| 0.0229        | 0.67  | 6700  | 1.4507          | 0.8268   | 0.7616 | 0.8461    | 0.7330 |
| 0.0083        | 0.672 | 6720  | 1.4151          | 0.8325   | 0.7666 | 0.8452    | 0.7400 |
| 0.0122        | 0.674 | 6740  | 1.3248          | 0.8509   | 0.7871 | 0.8619    | 0.7637 |
| 0.0028        | 0.676 | 6760  | 1.4581          | 0.8372   | 0.7668 | 0.8620    | 0.7406 |
| 0.0196        | 0.678 | 6780  | 1.3441          | 0.8542   | 0.7842 | 0.8699    | 0.7633 |
| 0.0564        | 0.68  | 6800  | 1.2805          | 0.8517   | 0.7818 | 0.8627    | 0.7629 |
| 0.0426        | 0.682 | 6820  | 1.2163          | 0.8542   | 0.7889 | 0.8582    | 0.7699 |
| 0.012         | 0.684 | 6840  | 1.2336          | 0.8407   | 0.7798 | 0.8520    | 0.7572 |
| 0.0053        | 0.686 | 6860  | 1.3346          | 0.8282   | 0.7663 | 0.8526    | 0.7394 |
| 0.018         | 0.688 | 6880  | 1.2456          | 0.8368   | 0.7803 | 0.8446    | 0.7564 |
| 0.0284        | 0.69  | 6900  | 1.3215          | 0.8295   | 0.7674 | 0.8489    | 0.7398 |
| 0.0206        | 0.692 | 6920  | 1.2697          | 0.8366   | 0.7774 | 0.8452    | 0.7518 |
| 0.0185        | 0.694 | 6940  | 1.2302          | 0.8507   | 0.7889 | 0.8528    | 0.7671 |
| 0.0074        | 0.696 | 6960  | 1.2804          | 0.8466   | 0.7836 | 0.8548    | 0.7601 |
| 0.0211        | 0.698 | 6980  | 1.3472          | 0.8425   | 0.7749 | 0.8618    | 0.7509 |
| 0.0093        | 0.7   | 7000  | 1.3526          | 0.8478   | 0.7780 | 0.8635    | 0.7564 |
| 0.0229        | 0.702 | 7020  | 1.3637          | 0.8505   | 0.7800 | 0.8662    | 0.7586 |
| 0.047         | 0.704 | 7040  | 1.4245          | 0.8384   | 0.7701 | 0.8589    | 0.7444 |
| 0.02          | 0.706 | 7060  | 1.4446          | 0.8393   | 0.7677 | 0.8610    | 0.7433 |
| 0.0322        | 0.708 | 7080  | 1.3445          | 0.8454   | 0.7807 | 0.8566    | 0.7568 |
| 0.0166        | 0.71  | 7100  | 1.3218          | 0.8452   | 0.7810 | 0.8545    | 0.7573 |
| 0.0154        | 0.712 | 7120  | 1.3052          | 0.8468   | 0.7852 | 0.8529    | 0.7615 |
| 0.0209        | 0.714 | 7140  | 1.3200          | 0.8419   | 0.7788 | 0.8499    | 0.7541 |
| 0.0123        | 0.716 | 7160  | 1.3558          | 0.8393   | 0.7735 | 0.8509    | 0.7481 |
| 0.011         | 0.718 | 7180  | 1.3138          | 0.8470   | 0.7804 | 0.8543    | 0.7577 |
| 0.0333        | 0.72  | 7200  | 1.3000          | 0.8495   | 0.7839 | 0.8552    | 0.7616 |
| 0.0489        | 0.722 | 7220  | 1.2575          | 0.8484   | 0.7825 | 0.8537    | 0.7601 |
| 0.0394        | 0.724 | 7240  | 1.3221          | 0.8456   | 0.7768 | 0.8543    | 0.7540 |
| 0.0076        | 0.726 | 7260  | 1.4044          | 0.8399   | 0.7682 | 0.8604    | 0.7433 |
| 0.0209        | 0.728 | 7280  | 1.3183          | 0.8472   | 0.7808 | 0.8570    | 0.7574 |
| 0.0068        | 0.73  | 7300  | 1.2884          | 0.8505   | 0.7843 | 0.8573    | 0.7619 |
| 0.035         | 0.732 | 7320  | 1.3119          | 0.8501   | 0.7820 | 0.8564    | 0.7602 |
| 0.0146        | 0.734 | 7340  | 1.3595          | 0.8482   | 0.7770 | 0.8614    | 0.7546 |
| 0.0175        | 0.736 | 7360  | 1.3735          | 0.8429   | 0.7740 | 0.8563    | 0.7496 |
| 0.0197        | 0.738 | 7380  | 1.2753          | 0.8554   | 0.7917 | 0.8559    | 0.7709 |
| 0.0145        | 0.74  | 7400  | 1.3514          | 0.8470   | 0.7807 | 0.8574    | 0.7569 |
| 0.0471        | 0.742 | 7420  | 1.3011          | 0.8507   | 0.7850 | 0.8622    | 0.7613 |
| 0.0384        | 0.744 | 7440  | 1.2594          | 0.8515   | 0.7891 | 0.8590    | 0.7654 |
| 0.004         | 0.746 | 7460  | 1.2978          | 0.8466   | 0.7797 | 0.8559    | 0.7565 |
| 0.0357        | 0.748 | 7480  | 1.2685          | 0.8507   | 0.7826 | 0.8573    | 0.7615 |
| 0.0072        | 0.75  | 7500  | 1.3033          | 0.8468   | 0.7770 | 0.8569    | 0.7548 |
| 0.0148        | 0.752 | 7520  | 1.2454          | 0.8558   | 0.7917 | 0.8603    | 0.7704 |
| 0.0187        | 0.754 | 7540  | 1.2755          | 0.8574   | 0.7884 | 0.8615    | 0.7697 |
| 0.0362        | 0.756 | 7560  | 1.3040          | 0.8538   | 0.7855 | 0.8632    | 0.7647 |
| 0.0168        | 0.758 | 7580  | 1.2815          | 0.8550   | 0.7888 | 0.8611    | 0.7679 |
| 0.0319        | 0.76  | 7600  | 1.2986          | 0.8527   | 0.7856 | 0.8587    | 0.7647 |
| 0.0118        | 0.762 | 7620  | 1.3524          | 0.8478   | 0.7798 | 0.8593    | 0.7567 |
| 0.0171        | 0.764 | 7640  | 1.3086          | 0.8531   | 0.7870 | 0.8583    | 0.7655 |
| 0.0192        | 0.766 | 7660  | 1.3387          | 0.8515   | 0.7818 | 0.8610    | 0.7607 |
| 0.0146        | 0.768 | 7680  | 1.4237          | 0.8442   | 0.7715 | 0.8606    | 0.7486 |
| 0.0257        | 0.77  | 7700  | 1.4340          | 0.8413   | 0.7698 | 0.8586    | 0.7454 |
| 0.0427        | 0.772 | 7720  | 1.4500          | 0.8393   | 0.7673 | 0.8578    | 0.7424 |
| 0.0001        | 0.774 | 7740  | 1.4393          | 0.8421   | 0.7709 | 0.8590    | 0.7463 |
| 0.0056        | 0.776 | 7760  | 1.4137          | 0.8444   | 0.7749 | 0.8586    | 0.7508 |
| 0.0054        | 0.778 | 7780  | 1.4455          | 0.8415   | 0.7703 | 0.8583    | 0.7459 |
| 0.0224        | 0.78  | 7800  | 1.3827          | 0.8470   | 0.7786 | 0.8570    | 0.7555 |
| 0.0002        | 0.782 | 7820  | 1.3901          | 0.8454   | 0.7762 | 0.8566    | 0.7533 |
| 0.01          | 0.784 | 7840  | 1.3898          | 0.8454   | 0.7779 | 0.8594    | 0.7541 |
| 0.0115        | 0.786 | 7860  | 1.3709          | 0.8521   | 0.7823 | 0.8623    | 0.7611 |
| 0.0207        | 0.788 | 7880  | 1.3256          | 0.8542   | 0.7868 | 0.8588    | 0.7665 |
| 0.0254        | 0.79  | 7900  | 1.2879          | 0.8572   | 0.7928 | 0.8582    | 0.7731 |
| 0.0284        | 0.792 | 7920  | 1.2851          | 0.8570   | 0.7933 | 0.8601    | 0.7721 |
| 0.0056        | 0.794 | 7940  | 1.3286          | 0.8533   | 0.7891 | 0.8613    | 0.7659 |
| 0.004         | 0.796 | 7960  | 1.3264          | 0.8560   | 0.7923 | 0.8604    | 0.7703 |
| 0.0304        | 0.798 | 7980  | 1.3460          | 0.8546   | 0.7896 | 0.8629    | 0.7667 |
| 0.0074        | 0.8   | 8000  | 1.3500          | 0.8546   | 0.7896 | 0.8616    | 0.7671 |
| 0.0123        | 0.802 | 8020  | 1.3229          | 0.8578   | 0.7943 | 0.8636    | 0.7725 |
| 0.034         | 0.804 | 8040  | 1.3199          | 0.8593   | 0.7953 | 0.8648    | 0.7742 |
| 0.0103        | 0.806 | 8060  | 1.3439          | 0.8548   | 0.7913 | 0.8603    | 0.7686 |
| 0.0001        | 0.808 | 8080  | 1.3214          | 0.8593   | 0.7964 | 0.8640    | 0.7748 |
| 0.0019        | 0.81  | 8100  | 1.3628          | 0.8544   | 0.7908 | 0.8608    | 0.7677 |
| 0.0018        | 0.812 | 8120  | 1.3703          | 0.8538   | 0.7911 | 0.8596    | 0.7677 |
| 0.0006        | 0.814 | 8140  | 1.3588          | 0.8564   | 0.7942 | 0.8617    | 0.7713 |
| 0.0004        | 0.816 | 8160  | 1.3652          | 0.8540   | 0.7942 | 0.8579    | 0.7706 |
| 0.0421        | 0.818 | 8180  | 1.4159          | 0.8468   | 0.7828 | 0.8570    | 0.7580 |
| 0.0379        | 0.82  | 8200  | 1.3623          | 0.8507   | 0.7916 | 0.8562    | 0.7669 |
| 0.0016        | 0.822 | 8220  | 1.3659          | 0.8531   | 0.7914 | 0.8604    | 0.7676 |
| 0.0186        | 0.824 | 8240  | 1.3941          | 0.8456   | 0.7832 | 0.8560    | 0.7576 |
| 0.0295        | 0.826 | 8260  | 1.3841          | 0.8466   | 0.7845 | 0.8555    | 0.7594 |
| 0.0264        | 0.828 | 8280  | 1.3704          | 0.8484   | 0.7867 | 0.8574    | 0.7619 |
| 0.0171        | 0.83  | 8300  | 1.3531          | 0.8503   | 0.7912 | 0.8570    | 0.7663 |
| 0.017         | 0.832 | 8320  | 1.4407          | 0.8429   | 0.7773 | 0.8579    | 0.7516 |
| 0.0316        | 0.834 | 8340  | 1.4321          | 0.8393   | 0.7737 | 0.8530    | 0.7473 |
| 0.023         | 0.836 | 8360  | 1.4401          | 0.8401   | 0.7722 | 0.8585    | 0.7461 |
| 0.0063        | 0.838 | 8380  | 1.4163          | 0.8423   | 0.7758 | 0.8588    | 0.7500 |
| 0.0024        | 0.84  | 8400  | 1.4562          | 0.8399   | 0.7722 | 0.8580    | 0.7459 |
| 0.0037        | 0.842 | 8420  | 1.4190          | 0.8446   | 0.7775 | 0.8587    | 0.7526 |
| 0.0262        | 0.844 | 8440  | 1.4119          | 0.8450   | 0.7791 | 0.8607    | 0.7534 |
| 0.006         | 0.846 | 8460  | 1.3936          | 0.8476   | 0.7816 | 0.8611    | 0.7570 |
| 0.0354        | 0.848 | 8480  | 1.3733          | 0.8474   | 0.7832 | 0.8580    | 0.7586 |
| 0.0137        | 0.85  | 8500  | 1.3665          | 0.8480   | 0.7851 | 0.8587    | 0.7601 |
| 0.0243        | 0.852 | 8520  | 1.3896          | 0.8450   | 0.7785 | 0.8599    | 0.7533 |
| 0.0235        | 0.854 | 8540  | 1.3908          | 0.8460   | 0.7787 | 0.8609    | 0.7540 |
| 0.0114        | 0.856 | 8560  | 1.3842          | 0.8448   | 0.7777 | 0.8595    | 0.7527 |
| 0.0126        | 0.858 | 8580  | 1.3689          | 0.8446   | 0.7798 | 0.8563    | 0.7547 |
| 0.0186        | 0.86  | 8600  | 1.2981          | 0.8513   | 0.7887 | 0.8545    | 0.7660 |
| 0.0158        | 0.862 | 8620  | 1.2734          | 0.8525   | 0.7930 | 0.8530    | 0.7704 |
| 0.0028        | 0.864 | 8640  | 1.2963          | 0.8531   | 0.7914 | 0.8560    | 0.7687 |
| 0.0005        | 0.866 | 8660  | 1.3336          | 0.8503   | 0.7853 | 0.8560    | 0.7624 |
| 0.0183        | 0.868 | 8680  | 1.3398          | 0.8509   | 0.7840 | 0.8597    | 0.7613 |
| 0.0095        | 0.87  | 8700  | 1.3530          | 0.8503   | 0.7835 | 0.8611    | 0.7603 |
| 0.0047        | 0.872 | 8720  | 1.3765          | 0.8480   | 0.7810 | 0.8608    | 0.7570 |
| 0.0233        | 0.874 | 8740  | 1.4427          | 0.8433   | 0.7738 | 0.8614    | 0.7487 |
| 0.0026        | 0.876 | 8760  | 1.4369          | 0.8435   | 0.7747 | 0.8612    | 0.7497 |
| 0.0177        | 0.878 | 8780  | 1.4600          | 0.8403   | 0.7727 | 0.8590    | 0.7463 |
| 0.0046        | 0.88  | 8800  | 1.4419          | 0.8421   | 0.7749 | 0.8593    | 0.7490 |
| 0.0111        | 0.882 | 8820  | 1.4529          | 0.8429   | 0.7744 | 0.8616    | 0.7487 |
| 0.0158        | 0.884 | 8840  | 1.4249          | 0.8452   | 0.7766 | 0.8602    | 0.7520 |
| 0.0356        | 0.886 | 8860  | 1.3788          | 0.8484   | 0.7821 | 0.8603    | 0.7579 |
| 0.0356        | 0.888 | 8880  | 1.3773          | 0.8493   | 0.7840 | 0.8627    | 0.7593 |
| 0.058         | 0.89  | 8900  | 1.3693          | 0.8472   | 0.7829 | 0.8592    | 0.7578 |
| 0.0227        | 0.892 | 8920  | 1.3804          | 0.8440   | 0.7773 | 0.8561    | 0.7524 |
| 0.0372        | 0.894 | 8940  | 1.3698          | 0.8474   | 0.7805 | 0.8592    | 0.7564 |
| 0.0377        | 0.896 | 8960  | 1.3557          | 0.8487   | 0.7825 | 0.8586    | 0.7589 |
| 0.0297        | 0.898 | 8980  | 1.3414          | 0.8505   | 0.7864 | 0.8599    | 0.7625 |
| 0.01          | 0.9   | 9000  | 1.3348          | 0.8525   | 0.7883 | 0.8606    | 0.7652 |
| 0.0309        | 0.902 | 9020  | 1.3000          | 0.8542   | 0.7909 | 0.8609    | 0.7683 |
| 0.0346        | 0.904 | 9040  | 1.2752          | 0.8576   | 0.7956 | 0.8636    | 0.7735 |
| 0.0143        | 0.906 | 9060  | 1.2954          | 0.8568   | 0.7938 | 0.8635    | 0.7717 |
| 0.0187        | 0.908 | 9080  | 1.3109          | 0.8542   | 0.7908 | 0.8621    | 0.7680 |
| 0.0002        | 0.91  | 9100  | 1.3237          | 0.8542   | 0.7908 | 0.8629    | 0.7677 |
| 0.0099        | 0.912 | 9120  | 1.3458          | 0.8515   | 0.7875 | 0.8602    | 0.7640 |
| 0.0128        | 0.914 | 9140  | 1.3486          | 0.8513   | 0.7866 | 0.8609    | 0.7631 |
| 0.0574        | 0.916 | 9160  | 1.3279          | 0.8527   | 0.7893 | 0.8601    | 0.7658 |
| 0.0121        | 0.918 | 9180  | 1.3496          | 0.8495   | 0.7853 | 0.8585    | 0.7611 |
| 0.0179        | 0.92  | 9200  | 1.3531          | 0.8503   | 0.7860 | 0.8595    | 0.7619 |
| 0.0095        | 0.922 | 9220  | 1.3512          | 0.8517   | 0.7872 | 0.8612    | 0.7635 |
| 0.0181        | 0.924 | 9240  | 1.3376          | 0.8519   | 0.7881 | 0.8581    | 0.7649 |
| 0.014         | 0.926 | 9260  | 1.3395          | 0.8531   | 0.7891 | 0.8623    | 0.7657 |
| 0.0238        | 0.928 | 9280  | 1.3482          | 0.8513   | 0.7875 | 0.8584    | 0.7640 |
| 0.0002        | 0.93  | 9300  | 1.3507          | 0.8511   | 0.7870 | 0.8591    | 0.7634 |
| 0.0058        | 0.932 | 9320  | 1.3615          | 0.8503   | 0.7861 | 0.8616    | 0.7619 |
| 0.0122        | 0.934 | 9340  | 1.3691          | 0.8495   | 0.7857 | 0.8623    | 0.7609 |
| 0.0047        | 0.936 | 9360  | 1.3662          | 0.8480   | 0.7841 | 0.8574    | 0.7597 |
| 0.0128        | 0.938 | 9380  | 1.3775          | 0.8464   | 0.7816 | 0.8576    | 0.7567 |
| 0.0156        | 0.94  | 9400  | 1.3955          | 0.8464   | 0.7809 | 0.8595    | 0.7559 |
| 0.022         | 0.942 | 9420  | 1.4096          | 0.8458   | 0.7792 | 0.8611    | 0.7540 |
| 0.0035        | 0.944 | 9440  | 1.4199          | 0.8454   | 0.7784 | 0.8614    | 0.7532 |
| 0.0008        | 0.946 | 9460  | 1.4331          | 0.8446   | 0.7762 | 0.8608    | 0.7513 |
| 0.005         | 0.948 | 9480  | 1.4374          | 0.8431   | 0.7742 | 0.8598    | 0.7491 |
| 0.0576        | 0.95  | 9500  | 1.4237          | 0.8454   | 0.7784 | 0.8613    | 0.7532 |
| 0.0374        | 0.952 | 9520  | 1.4038          | 0.8466   | 0.7798 | 0.8606    | 0.7550 |
| 0.0001        | 0.954 | 9540  | 1.3973          | 0.8472   | 0.7808 | 0.8604    | 0.7561 |
| 0.0036        | 0.956 | 9560  | 1.3831          | 0.8491   | 0.7841 | 0.8606    | 0.7596 |
| 0.0073        | 0.958 | 9580  | 1.3784          | 0.8491   | 0.7841 | 0.8595    | 0.7598 |
| 0.0415        | 0.96  | 9600  | 1.3735          | 0.8501   | 0.7851 | 0.8618    | 0.7609 |
| 0.0016        | 0.962 | 9620  | 1.3675          | 0.8511   | 0.7859 | 0.8630    | 0.7621 |
| 0.0166        | 0.964 | 9640  | 1.3566          | 0.8523   | 0.7874 | 0.8628    | 0.7641 |
| 0.0103        | 0.966 | 9660  | 1.3614          | 0.8515   | 0.7863 | 0.8627    | 0.7628 |
| 0.0067        | 0.968 | 9680  | 1.3839          | 0.8507   | 0.7846 | 0.8638    | 0.7605 |
| 0.0017        | 0.97  | 9700  | 1.3957          | 0.8491   | 0.7826 | 0.8629    | 0.7582 |
| 0.0346        | 0.972 | 9720  | 1.3773          | 0.8507   | 0.7846 | 0.8636    | 0.7607 |
| 0.0033        | 0.974 | 9740  | 1.3816          | 0.8503   | 0.7842 | 0.8637    | 0.7600 |
| 0.0265        | 0.976 | 9760  | 1.3870          | 0.8493   | 0.7827 | 0.8630    | 0.7584 |
| 0.0355        | 0.978 | 9780  | 1.3858          | 0.8489   | 0.7824 | 0.8619    | 0.7582 |
| 0.0001        | 0.98  | 9800  | 1.3875          | 0.8491   | 0.7826 | 0.8624    | 0.7585 |
| 0.0356        | 0.982 | 9820  | 1.3823          | 0.8495   | 0.7839 | 0.8620    | 0.7596 |
| 0.0039        | 0.984 | 9840  | 1.3777          | 0.8503   | 0.7855 | 0.8626    | 0.7612 |
| 0.0074        | 0.986 | 9860  | 1.3826          | 0.8497   | 0.7843 | 0.8626    | 0.7598 |
| 0.0094        | 0.988 | 9880  | 1.3823          | 0.8493   | 0.7834 | 0.8621    | 0.7591 |
| 0.0014        | 0.99  | 9900  | 1.3820          | 0.8499   | 0.7845 | 0.8627    | 0.7601 |
| 0.0488        | 0.992 | 9920  | 1.3875          | 0.8487   | 0.7832 | 0.8623    | 0.7584 |
| 0.0144        | 0.994 | 9940  | 1.3880          | 0.8487   | 0.7830 | 0.8621    | 0.7583 |
| 0.0378        | 0.996 | 9960  | 1.3852          | 0.8489   | 0.7831 | 0.8619    | 0.7586 |
| 0.0234        | 0.998 | 9980  | 1.3850          | 0.8491   | 0.7835 | 0.8621    | 0.7590 |
| 0.0124        | 1.0   | 10000 | 1.3854          | 0.8487   | 0.7828 | 0.8618    | 0.7583 |


### Framework versions

- Transformers 4.43.3
- Pytorch 2.4.0
- Datasets 2.20.0
- Tokenizers 0.19.1

barcode invoice object receipt non-object