158hbpqk_20250626_055613
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3430
- Model Preparation Time: 0.0119
- Move Accuracy: 0.0688
- Token Accuracy: 0.4887
- Accuracy: 0.0688
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: 0.003
- train_batch_size: 128
- eval_batch_size: 256
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_ratio: 0.01
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Move Accuracy | Token Accuracy | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 6.4123 | 0.0119 | 0.0 | 0.1049 | 0.0 |
| 1.7185 | 0.0098 | 100 | 1.7580 | 0.0119 | 0.0113 | 0.3120 | 0.0113 |
| 1.7323 | 0.0196 | 200 | 1.6794 | 0.0119 | 0.0160 | 0.3471 | 0.0160 |
| 1.5751 | 0.0295 | 300 | 1.6030 | 0.0119 | 0.0209 | 0.3743 | 0.0209 |
| 1.547 | 0.0393 | 400 | 1.5509 | 0.0119 | 0.0321 | 0.3974 | 0.0321 |
| 1.5461 | 0.0491 | 500 | 1.5309 | 0.0119 | 0.0329 | 0.4074 | 0.0329 |
| 1.4616 | 0.0589 | 600 | 1.4988 | 0.0119 | 0.0338 | 0.4177 | 0.0338 |
| 1.4362 | 0.0687 | 700 | 1.4785 | 0.0119 | 0.0410 | 0.4297 | 0.0410 |
| 1.4901 | 0.0785 | 800 | 1.4482 | 0.0119 | 0.0362 | 0.4433 | 0.0362 |
| 1.3815 | 0.0884 | 900 | 1.4234 | 0.0119 | 0.0486 | 0.4530 | 0.0486 |
| 1.3959 | 0.0982 | 1000 | 1.3815 | 0.0119 | 0.0549 | 0.4699 | 0.0549 |
| 1.4112 | 0.1080 | 1100 | 1.4052 | 0.0119 | 0.0522 | 0.4662 | 0.0522 |
| 1.2825 | 0.1178 | 1200 | 1.3896 | 0.0119 | 0.0492 | 0.4653 | 0.0492 |
| 1.3145 | 0.1276 | 1300 | 1.3430 | 0.0119 | 0.0688 | 0.4887 | 0.0688 |
| 1.4307 | 0.1374 | 1400 | 1.3918 | 0.0119 | 0.0512 | 0.4694 | 0.0512 |
| 1.4042 | 0.1473 | 1500 | 1.4355 | 0.0119 | 0.0494 | 0.4635 | 0.0494 |
| 1.4775 | 0.1571 | 1600 | 1.5076 | 0.0119 | 0.0305 | 0.4266 | 0.0305 |
| 1.6177 | 0.1669 | 1700 | 1.6318 | 0.0119 | 0.0188 | 0.3819 | 0.0188 |
| 1.5708 | 0.1767 | 1800 | 1.6259 | 0.0119 | 0.0209 | 0.3710 | 0.0209 |
| 1.6521 | 0.1865 | 1900 | 1.7456 | 0.0119 | 0.0058 | 0.3096 | 0.0058 |
| 1.6017 | 0.1963 | 2000 | 1.6532 | 0.0119 | 0.0121 | 0.3495 | 0.0121 |
| 1.798 | 0.2062 | 2100 | 1.7458 | 0.0119 | 0.0064 | 0.3142 | 0.0064 |
| 1.679 | 0.2160 | 2200 | 1.7353 | 0.0119 | 0.0079 | 0.3192 | 0.0079 |
| 1.7772 | 0.2258 | 2300 | 1.7538 | 0.0119 | 0.0042 | 0.3133 | 0.0042 |
| 1.6889 | 0.2356 | 2400 | 1.7614 | 0.0119 | 0.0064 | 0.3079 | 0.0064 |
| 1.7189 | 0.2454 | 2500 | 1.7573 | 0.0119 | 0.0055 | 0.3097 | 0.0055 |
| 1.7268 | 0.2553 | 2600 | 1.7442 | 0.0119 | 0.0060 | 0.3077 | 0.0060 |
| 1.8143 | 0.2651 | 2700 | 1.7565 | 0.0119 | 0.0039 | 0.3045 | 0.0039 |
| 1.7376 | 0.2749 | 2800 | 1.7652 | 0.0119 | 0.0043 | 0.3004 | 0.0043 |
| 1.7806 | 0.2847 | 2900 | 1.7933 | 0.0119 | 0.0032 | 0.2870 | 0.0032 |
| 1.752 | 0.2945 | 3000 | 1.7929 | 0.0119 | 0.0052 | 0.2831 | 0.0052 |
| 1.7903 | 0.3043 | 3100 | 1.7939 | 0.0119 | 0.0057 | 0.2885 | 0.0057 |
| 1.8116 | 0.3142 | 3200 | 1.7888 | 0.0119 | 0.0054 | 0.2878 | 0.0054 |
| 1.8072 | 0.3240 | 3300 | 1.7685 | 0.0119 | 0.0050 | 0.2998 | 0.0050 |
| 1.8177 | 0.3338 | 3400 | 1.7918 | 0.0119 | 0.0069 | 0.2881 | 0.0069 |
| 1.8048 | 0.3436 | 3500 | 1.8405 | 0.0119 | 0.0030 | 0.2700 | 0.0030 |
| 1.8858 | 0.3534 | 3600 | 1.8234 | 0.0119 | 0.0036 | 0.2765 | 0.0036 |
| 1.9285 | 0.3632 | 3700 | 1.8931 | 0.0119 | 0.0032 | 0.2389 | 0.0032 |
| 1.897 | 0.3731 | 3800 | 1.8724 | 0.0119 | 0.0011 | 0.2544 | 0.0011 |
| 1.8656 | 0.3829 | 3900 | 1.8421 | 0.0119 | 0.0020 | 0.2686 | 0.0020 |
| 1.8394 | 0.3927 | 4000 | 1.8418 | 0.0119 | 0.0029 | 0.2626 | 0.0029 |
| 1.8989 | 0.4025 | 4100 | 1.8494 | 0.0119 | 0.0037 | 0.2485 | 0.0037 |
| 1.8294 | 0.4123 | 4200 | 1.8539 | 0.0119 | 0.0028 | 0.2589 | 0.0028 |
| 1.8334 | 0.4221 | 4300 | 1.8367 | 0.0119 | 0.0035 | 0.2659 | 0.0035 |
| 1.8652 | 0.4320 | 4400 | 1.8418 | 0.0119 | 0.0038 | 0.2609 | 0.0038 |
| 1.9072 | 0.4418 | 4500 | 1.8873 | 0.0119 | 0.0030 | 0.2481 | 0.0030 |
| 1.839 | 0.4516 | 4600 | 1.8333 | 0.0119 | 0.0030 | 0.2663 | 0.0030 |
| 1.9075 | 0.4614 | 4700 | 1.8640 | 0.0119 | 0.0041 | 0.2496 | 0.0041 |
| 1.8719 | 0.4712 | 4800 | 1.8523 | 0.0119 | 0.0030 | 0.2581 | 0.0030 |
| 1.8617 | 0.4811 | 4900 | 1.8645 | 0.0119 | 0.0026 | 0.2492 | 0.0026 |
| 1.9411 | 0.4909 | 5000 | 1.9667 | 0.0119 | 0.0013 | 0.2141 | 0.0013 |
| 1.8817 | 0.5007 | 5100 | 1.8685 | 0.0119 | 0.0035 | 0.2551 | 0.0035 |
| 1.8987 | 0.5105 | 5200 | 1.8986 | 0.0119 | 0.0023 | 0.2382 | 0.0023 |
| 1.9202 | 0.5203 | 5300 | 1.8861 | 0.0119 | 0.0022 | 0.2462 | 0.0022 |
| 1.914 | 0.5301 | 5400 | 1.9201 | 0.0119 | 0.0034 | 0.2403 | 0.0034 |
| 1.8503 | 0.5400 | 5500 | 1.8667 | 0.0119 | 0.0016 | 0.2578 | 0.0016 |
| 1.8722 | 0.5498 | 5600 | 1.8789 | 0.0119 | 0.0030 | 0.2417 | 0.0030 |
| 1.9458 | 0.5596 | 5700 | 1.9333 | 0.0119 | 0.0028 | 0.2279 | 0.0028 |
| 1.9612 | 0.5694 | 5800 | 1.9321 | 0.0119 | 0.0032 | 0.2314 | 0.0032 |
| 1.9218 | 0.5792 | 5900 | 1.9302 | 0.0119 | 0.0028 | 0.2250 | 0.0028 |
| 1.9434 | 0.5890 | 6000 | 1.9326 | 0.0119 | 0.0028 | 0.2291 | 0.0028 |
| 1.8945 | 0.5989 | 6100 | 1.9311 | 0.0119 | 0.0030 | 0.2204 | 0.0030 |
| 2.3635 | 0.6087 | 6200 | 2.3926 | 0.0119 | 0.0008 | 0.1707 | 0.0008 |
| 1.9481 | 0.6185 | 6300 | 1.9195 | 0.0119 | 0.0039 | 0.2337 | 0.0039 |
| 1.924 | 0.6283 | 6400 | 1.9030 | 0.0119 | 0.0018 | 0.2327 | 0.0018 |
| 1.9503 | 0.6381 | 6500 | 1.9491 | 0.0119 | 0.0020 | 0.2165 | 0.0020 |
| 1.9246 | 0.6479 | 6600 | 1.8995 | 0.0119 | 0.0047 | 0.2440 | 0.0047 |
| 1.9098 | 0.6578 | 6700 | 1.9138 | 0.0119 | 0.0015 | 0.2313 | 0.0015 |
| 1.8787 | 0.6676 | 6800 | 1.9116 | 0.0119 | 0.0066 | 0.2413 | 0.0066 |
| 2.0117 | 0.6774 | 6900 | 1.9648 | 0.0119 | 0.0014 | 0.2097 | 0.0014 |
| 1.8765 | 0.6872 | 7000 | 1.9224 | 0.0119 | 0.0027 | 0.2310 | 0.0027 |
| 1.9036 | 0.6970 | 7100 | 1.9131 | 0.0119 | 0.0014 | 0.2282 | 0.0014 |
| 1.9151 | 0.7069 | 7200 | 1.9176 | 0.0119 | 0.0023 | 0.2367 | 0.0023 |
| 1.8874 | 0.7167 | 7300 | 1.9038 | 0.0119 | 0.0035 | 0.2382 | 0.0035 |
| 1.9385 | 0.7265 | 7400 | 1.9413 | 0.0119 | 0.0017 | 0.2311 | 0.0017 |
| 1.8493 | 0.7363 | 7500 | 1.9055 | 0.0119 | 0.0055 | 0.2400 | 0.0055 |
| 1.9232 | 0.7461 | 7600 | 1.8820 | 0.0119 | 0.0032 | 0.2395 | 0.0032 |
| 1.9399 | 0.7559 | 7700 | 1.9260 | 0.0119 | 0.0032 | 0.2311 | 0.0032 |
| 1.9108 | 0.7658 | 7800 | 1.9347 | 0.0119 | 0.0043 | 0.2313 | 0.0043 |
| 1.93 | 0.7756 | 7900 | 1.9518 | 0.0119 | 0.0021 | 0.2131 | 0.0021 |
| 1.9143 | 0.7854 | 8000 | 1.9254 | 0.0119 | 0.0018 | 0.2218 | 0.0018 |
| 1.937 | 0.7952 | 8100 | 1.9274 | 0.0119 | 0.0030 | 0.2344 | 0.0030 |
| 1.9242 | 0.8050 | 8200 | 1.9308 | 0.0119 | 0.0022 | 0.2330 | 0.0022 |
| 1.934 | 0.8148 | 8300 | 1.9309 | 0.0119 | 0.0023 | 0.2207 | 0.0023 |
| 1.9206 | 0.8247 | 8400 | 1.9294 | 0.0119 | 0.0032 | 0.2258 | 0.0032 |
| 1.928 | 0.8345 | 8500 | 1.9187 | 0.0119 | 0.0028 | 0.2285 | 0.0028 |
| 1.9188 | 0.8443 | 8600 | 1.9280 | 0.0119 | 0.0021 | 0.2207 | 0.0021 |
| 1.959 | 0.8541 | 8700 | 1.9393 | 0.0119 | 0.0025 | 0.2230 | 0.0025 |
| 1.8733 | 0.8639 | 8800 | 1.9276 | 0.0119 | 0.0039 | 0.2234 | 0.0039 |
| 1.9269 | 0.8737 | 8900 | 1.9059 | 0.0119 | 0.0019 | 0.2328 | 0.0019 |
| 1.9002 | 0.8836 | 9000 | 1.9440 | 0.0119 | 0.0025 | 0.2111 | 0.0025 |
| 1.9714 | 0.8934 | 9100 | 1.9231 | 0.0119 | 0.0034 | 0.2268 | 0.0034 |
| 1.9539 | 0.9032 | 9200 | 1.9412 | 0.0119 | 0.0037 | 0.2195 | 0.0037 |
| 1.9404 | 0.9130 | 9300 | 1.9559 | 0.0119 | 0.0030 | 0.2145 | 0.0030 |
| 1.9419 | 0.9228 | 9400 | 1.9361 | 0.0119 | 0.0030 | 0.2183 | 0.0030 |
| 1.9653 | 0.9327 | 9500 | 1.9493 | 0.0119 | 0.0019 | 0.2177 | 0.0019 |
| 1.9384 | 0.9425 | 9600 | 1.9322 | 0.0119 | 0.0022 | 0.2247 | 0.0022 |
| 1.9974 | 0.9523 | 9700 | 1.9721 | 0.0119 | 0.0016 | 0.2027 | 0.0016 |
| 1.9334 | 0.9621 | 9800 | 1.9590 | 0.0119 | 0.0023 | 0.2165 | 0.0023 |
| 1.9699 | 0.9719 | 9900 | 1.9684 | 0.0119 | 0.0024 | 0.2129 | 0.0024 |
| 2.0404 | 0.9817 | 10000 | 2.0651 | 0.0119 | 0.0012 | 0.1799 | 0.0012 |
| 2.0007 | 0.9916 | 10100 | 1.9753 | 0.0119 | 0.0021 | 0.2054 | 0.0021 |
| 1.957 | 1.0014 | 10200 | 1.9709 | 0.0119 | 0.0020 | 0.2123 | 0.0020 |
| 2.0081 | 1.0112 | 10300 | 1.9728 | 0.0119 | 0.0021 | 0.2090 | 0.0021 |
| 2.0241 | 1.0210 | 10400 | 1.9650 | 0.0119 | 0.0032 | 0.2217 | 0.0032 |
| 1.992 | 1.0308 | 10500 | 1.9617 | 0.0119 | 0.0027 | 0.2196 | 0.0027 |
| 1.9529 | 1.0406 | 10600 | 1.9978 | 0.0119 | 0.0021 | 0.2021 | 0.0021 |
| 1.9494 | 1.0505 | 10700 | 1.9939 | 0.0119 | 0.0050 | 0.2077 | 0.0050 |
| 2.0057 | 1.0603 | 10800 | 1.9765 | 0.0119 | 0.0031 | 0.2092 | 0.0031 |
| 1.9591 | 1.0701 | 10900 | 1.9655 | 0.0119 | 0.0030 | 0.2080 | 0.0030 |
| 1.9126 | 1.0799 | 11000 | 1.9589 | 0.0119 | 0.0027 | 0.2132 | 0.0027 |
| 1.9405 | 1.0897 | 11100 | 1.9596 | 0.0119 | 0.0034 | 0.2184 | 0.0034 |
| 2.0145 | 1.0995 | 11200 | 1.9816 | 0.0119 | 0.0043 | 0.2145 | 0.0043 |
| 2.0175 | 1.1094 | 11300 | 2.0428 | 0.0119 | 0.0012 | 0.1890 | 0.0012 |
| 2.6226 | 1.1192 | 11400 | 3.7982 | 0.0119 | 0.0 | 0.1207 | 0.0 |
| 2.0789 | 1.1290 | 11500 | 2.0948 | 0.0119 | 0.0027 | 0.1898 | 0.0027 |
| 2.0468 | 1.1388 | 11600 | 2.0671 | 0.0119 | 0.0019 | 0.1887 | 0.0019 |
| 2.0808 | 1.1486 | 11700 | 2.0715 | 0.0119 | 0.0015 | 0.1793 | 0.0015 |
| 2.1054 | 1.1585 | 11800 | 2.0627 | 0.0119 | 0.0008 | 0.1717 | 0.0008 |
| 2.0697 | 1.1683 | 11900 | 2.0644 | 0.0119 | 0.0021 | 0.1893 | 0.0021 |
| 2.0626 | 1.1781 | 12000 | 2.0567 | 0.0119 | 0.0019 | 0.1911 | 0.0019 |
| 2.0858 | 1.1879 | 12100 | 2.0675 | 0.0119 | 0.0014 | 0.1912 | 0.0014 |
| 2.011 | 1.1977 | 12200 | 2.0595 | 0.0119 | 0.0013 | 0.1835 | 0.0013 |
| 2.0288 | 1.2075 | 12300 | 2.0370 | 0.0119 | 0.0017 | 0.1932 | 0.0017 |
| 2.0428 | 1.2174 | 12400 | 2.0638 | 0.0119 | 0.0020 | 0.1834 | 0.0020 |
| 2.1115 | 1.2272 | 12500 | 2.0841 | 0.0119 | 0.0027 | 0.1781 | 0.0027 |
| 2.0257 | 1.2370 | 12600 | 2.0378 | 0.0119 | 0.0018 | 0.1866 | 0.0018 |
| 2.0709 | 1.2468 | 12700 | 2.1212 | 0.0119 | 0.0015 | 0.1707 | 0.0015 |
| 2.1316 | 1.2566 | 12800 | 2.1745 | 0.0119 | 0.0019 | 0.1589 | 0.0019 |
| 2.1457 | 1.2664 | 12900 | 2.1279 | 0.0119 | 0.0011 | 0.1649 | 0.0011 |
| 2.223 | 1.2763 | 13000 | 2.1413 | 0.0119 | 0.0009 | 0.1638 | 0.0009 |
| 2.0758 | 1.2861 | 13100 | 2.0967 | 0.0119 | 0.0008 | 0.1683 | 0.0008 |
| 2.062 | 1.2959 | 13200 | 2.0773 | 0.0119 | 0.0009 | 0.1662 | 0.0009 |
| 2.3679 | 1.3057 | 13300 | 2.2166 | 0.0119 | 0.0006 | 0.1578 | 0.0006 |
| 2.1745 | 1.3155 | 13400 | 2.1590 | 0.0119 | 0.0010 | 0.1530 | 0.0010 |
| 2.1313 | 1.3253 | 13500 | 2.1438 | 0.0119 | 0.0007 | 0.1546 | 0.0007 |
| 2.1405 | 1.3352 | 13600 | 2.1376 | 0.0119 | 0.0006 | 0.1519 | 0.0006 |
| 2.1407 | 1.3450 | 13700 | 2.1476 | 0.0119 | 0.0004 | 0.1473 | 0.0004 |
| 2.1127 | 1.3548 | 13800 | 2.1376 | 0.0119 | 0.0004 | 0.1468 | 0.0004 |
| 2.0993 | 1.3646 | 13900 | 2.1091 | 0.0119 | 0.0006 | 0.1541 | 0.0006 |
| 2.2445 | 1.3744 | 14000 | 2.5238 | 0.0119 | 0.0003 | 0.1361 | 0.0003 |
| 2.1031 | 1.3843 | 14100 | 2.1354 | 0.0119 | 0.0003 | 0.1542 | 0.0003 |
| 2.1492 | 1.3941 | 14200 | 2.1571 | 0.0119 | 0.0008 | 0.1504 | 0.0008 |
| 2.1347 | 1.4039 | 14300 | 2.1006 | 0.0119 | 0.0009 | 0.1586 | 0.0009 |
| 2.1439 | 1.4137 | 14400 | 2.1646 | 0.0119 | 0.0 | 0.1495 | 0.0 |
| 2.1803 | 1.4235 | 14500 | 2.1208 | 0.0119 | 0.0011 | 0.1521 | 0.0011 |
| 2.0628 | 1.4333 | 14600 | 2.0801 | 0.0119 | 0.0010 | 0.1583 | 0.0010 |
| 2.0732 | 1.4432 | 14700 | 2.0856 | 0.0119 | 0.0010 | 0.1630 | 0.0010 |
| 2.1119 | 1.4530 | 14800 | 2.0789 | 0.0119 | 0.0009 | 0.1584 | 0.0009 |
| 2.0957 | 1.4628 | 14900 | 2.0858 | 0.0119 | 0.0010 | 0.1640 | 0.0010 |
| 2.0749 | 1.4726 | 15000 | 2.0658 | 0.0119 | 0.0010 | 0.1646 | 0.0010 |
| 2.08 | 1.4824 | 15100 | 2.0791 | 0.0119 | 0.0012 | 0.1593 | 0.0012 |
| 2.0861 | 1.4922 | 15200 | 2.0799 | 0.0119 | 0.0006 | 0.1621 | 0.0006 |
| 2.0911 | 1.5021 | 15300 | 2.0914 | 0.0119 | 0.0017 | 0.1615 | 0.0017 |
| 2.0789 | 1.5119 | 15400 | 2.0675 | 0.0119 | 0.0007 | 0.1687 | 0.0007 |
| 2.064 | 1.5217 | 15500 | 2.0763 | 0.0119 | 0.0017 | 0.1719 | 0.0017 |
| 2.0724 | 1.5315 | 15600 | 2.0687 | 0.0119 | 0.0008 | 0.1683 | 0.0008 |
| 2.1205 | 1.5413 | 15700 | 2.1108 | 0.0119 | 0.0018 | 0.1565 | 0.0018 |
| 2.2147 | 1.5511 | 15800 | 2.2270 | 0.0119 | 0.0007 | 0.1581 | 0.0007 |
| 2.0834 | 1.5610 | 15900 | 2.0630 | 0.0119 | 0.0008 | 0.1742 | 0.0008 |
| 2.0526 | 1.5708 | 16000 | 2.0590 | 0.0119 | 0.0014 | 0.1700 | 0.0014 |
| 2.0239 | 1.5806 | 16100 | 2.0529 | 0.0119 | 0.0010 | 0.1812 | 0.0010 |
| 2.0316 | 1.5904 | 16200 | 2.0524 | 0.0119 | 0.0016 | 0.1700 | 0.0016 |
| 2.0248 | 1.6002 | 16300 | 2.0542 | 0.0119 | 0.0021 | 0.1799 | 0.0021 |
| 2.0406 | 1.6101 | 16400 | 2.0407 | 0.0119 | 0.0031 | 0.1845 | 0.0031 |
| 2.0631 | 1.6199 | 16500 | 2.0507 | 0.0119 | 0.0017 | 0.1715 | 0.0017 |
| 2.0541 | 1.6297 | 16600 | 2.0482 | 0.0119 | 0.0021 | 0.1789 | 0.0021 |
| 2.0569 | 1.6395 | 16700 | 2.0569 | 0.0119 | 0.0014 | 0.1762 | 0.0014 |
| 2.0321 | 1.6493 | 16800 | 2.0501 | 0.0119 | 0.0017 | 0.1842 | 0.0017 |
| 2.0214 | 1.6591 | 16900 | 2.0553 | 0.0119 | 0.0014 | 0.1776 | 0.0014 |
| 2.0971 | 1.6690 | 17000 | 2.0772 | 0.0119 | 0.0009 | 0.1633 | 0.0009 |
| 2.0355 | 1.6788 | 17100 | 2.0626 | 0.0119 | 0.0007 | 0.1715 | 0.0007 |
| 2.0327 | 1.6886 | 17200 | 2.0582 | 0.0119 | 0.0013 | 0.1795 | 0.0013 |
| 2.0558 | 1.6984 | 17300 | 2.0694 | 0.0119 | 0.0012 | 0.1755 | 0.0012 |
| 2.1431 | 1.7082 | 17400 | 2.0860 | 0.0119 | 0.0017 | 0.1660 | 0.0017 |
| 2.1112 | 1.7180 | 17500 | 2.1129 | 0.0119 | 0.0008 | 0.1643 | 0.0008 |
| 2.064 | 1.7279 | 17600 | 2.0770 | 0.0119 | 0.0005 | 0.1650 | 0.0005 |
| 2.0704 | 1.7377 | 17700 | 2.0722 | 0.0119 | 0.0008 | 0.1683 | 0.0008 |
| 2.1061 | 1.7475 | 17800 | 2.0814 | 0.0119 | 0.0009 | 0.1771 | 0.0009 |
| 2.0467 | 1.7573 | 17900 | 2.0641 | 0.0119 | 0.0010 | 0.1729 | 0.0010 |
| 2.0646 | 1.7671 | 18000 | 2.0532 | 0.0119 | 0.0014 | 0.1784 | 0.0014 |
| 2.0597 | 1.7769 | 18100 | 2.0822 | 0.0119 | 0.0019 | 0.1847 | 0.0019 |
| 2.0878 | 1.7868 | 18200 | 2.0731 | 0.0119 | 0.0019 | 0.1822 | 0.0019 |
| 2.0294 | 1.7966 | 18300 | 2.0298 | 0.0119 | 0.0019 | 0.1872 | 0.0019 |
| 2.0281 | 1.8064 | 18400 | 2.0449 | 0.0119 | 0.0014 | 0.1906 | 0.0014 |
| 2.0732 | 1.8162 | 18500 | 2.0530 | 0.0119 | 0.0010 | 0.1730 | 0.0010 |
| 2.1213 | 1.8260 | 18600 | 2.1040 | 0.0119 | 0.0012 | 0.1692 | 0.0012 |
| 2.063 | 1.8359 | 18700 | 2.0870 | 0.0119 | 0.0005 | 0.1736 | 0.0005 |
| 2.0459 | 1.8457 | 18800 | 2.0608 | 0.0119 | 0.0008 | 0.1744 | 0.0008 |
| 3.2076 | 1.8555 | 18900 | 2.3276 | 0.0119 | 0.0008 | 0.1585 | 0.0008 |
| 2.0057 | 1.8653 | 19000 | 2.0141 | 0.0119 | 0.0016 | 0.1930 | 0.0016 |
| 2.0806 | 1.8751 | 19100 | 2.0416 | 0.0119 | 0.0026 | 0.1932 | 0.0026 |
| 2.0183 | 1.8849 | 19200 | 2.0116 | 0.0119 | 0.0014 | 0.1924 | 0.0014 |
| 2.0162 | 1.8948 | 19300 | 2.0164 | 0.0119 | 0.0013 | 0.1910 | 0.0013 |
| 2.018 | 1.9046 | 19400 | 2.0033 | 0.0119 | 0.0012 | 0.1890 | 0.0012 |
| 2.0087 | 1.9144 | 19500 | 2.0065 | 0.0119 | 0.0016 | 0.1967 | 0.0016 |
| 2.0063 | 1.9242 | 19600 | 2.0360 | 0.0119 | 0.0022 | 0.1943 | 0.0022 |
| 2.021 | 1.9340 | 19700 | 2.0375 | 0.0119 | 0.0012 | 0.1828 | 0.0012 |
| 2.0771 | 1.9438 | 19800 | 2.0462 | 0.0119 | 0.0021 | 0.1968 | 0.0021 |
| 2.0211 | 1.9537 | 19900 | 2.0234 | 0.0119 | 0.0023 | 0.1931 | 0.0023 |
| 1.9779 | 1.9635 | 20000 | 2.0123 | 0.0119 | 0.0022 | 0.1948 | 0.0022 |
| 2.0395 | 1.9733 | 20100 | 2.0490 | 0.0119 | 0.0015 | 0.1788 | 0.0015 |
| 2.0438 | 1.9831 | 20200 | 2.0358 | 0.0119 | 0.0013 | 0.1796 | 0.0013 |
| 2.1279 | 1.9929 | 20300 | 2.1229 | 0.0119 | 0.0013 | 0.1724 | 0.0013 |
| 1.9984 | 2.0027 | 20400 | 2.0360 | 0.0119 | 0.0015 | 0.1854 | 0.0015 |
| 2.0473 | 2.0126 | 20500 | 2.0647 | 0.0119 | 0.0017 | 0.1762 | 0.0017 |
| 2.1488 | 2.0224 | 20600 | 2.1811 | 0.0119 | 0.0015 | 0.1685 | 0.0015 |
| 2.1121 | 2.0322 | 20700 | 2.1039 | 0.0119 | 0.0011 | 0.1763 | 0.0011 |
| 9.8136 | 2.0420 | 20800 | 8.7458 | 0.0119 | 0.0 | 0.0068 | 0.0 |
| 2.29 | 2.0518 | 20900 | 2.2561 | 0.0119 | 0.0006 | 0.1417 | 0.0006 |
| 2.1667 | 2.0617 | 21000 | 2.1590 | 0.0119 | 0.0004 | 0.1526 | 0.0004 |
| 2.123 | 2.0715 | 21100 | 2.1155 | 0.0119 | 0.0012 | 0.1580 | 0.0012 |
| 2.1174 | 2.0813 | 21200 | 2.0968 | 0.0119 | 0.0008 | 0.1631 | 0.0008 |
| 2.102 | 2.0911 | 21300 | 2.0860 | 0.0119 | 0.0006 | 0.1669 | 0.0006 |
| 2.2162 | 2.1009 | 21400 | 2.2267 | 0.0119 | 0.0008 | 0.1540 | 0.0008 |
| 2.1895 | 2.1107 | 21500 | 2.1288 | 0.0119 | 0.0010 | 0.1604 | 0.0010 |
| 2.1681 | 2.1206 | 21600 | 2.2148 | 0.0119 | 0.0013 | 0.1494 | 0.0013 |
| 2.3762 | 2.1304 | 21700 | 2.2687 | 0.0119 | 0.0012 | 0.1527 | 0.0012 |
| 2.148 | 2.1402 | 21800 | 2.1739 | 0.0119 | 0.0014 | 0.1543 | 0.0014 |
| 2.1045 | 2.1500 | 21900 | 2.1163 | 0.0119 | 0.0011 | 0.1521 | 0.0011 |
| 2.1821 | 2.1598 | 22000 | 2.1700 | 0.0119 | 0.0005 | 0.1440 | 0.0005 |
| 2.3126 | 2.1696 | 22100 | 2.2887 | 0.0119 | 0.0003 | 0.1428 | 0.0003 |
| 2.1619 | 2.1795 | 22200 | 2.1902 | 0.0119 | 0.0010 | 0.1462 | 0.0010 |
| 2.2123 | 2.1893 | 22300 | 2.1917 | 0.0119 | 0.0021 | 0.1522 | 0.0021 |
| 2.2195 | 2.1991 | 22400 | 2.2235 | 0.0119 | 0.0010 | 0.1496 | 0.0010 |
| 2.201 | 2.2089 | 22500 | 2.1860 | 0.0119 | 0.0014 | 0.1517 | 0.0014 |
| 2.1714 | 2.2187 | 22600 | 2.1302 | 0.0119 | 0.0007 | 0.1514 | 0.0007 |
| 2.0844 | 2.2285 | 22700 | 2.1012 | 0.0119 | 0.0014 | 0.1747 | 0.0014 |
| 2.4168 | 2.2384 | 22800 | 2.3269 | 0.0119 | 0.0013 | 0.1569 | 0.0013 |
| 2.2554 | 2.2482 | 22900 | 2.3276 | 0.0119 | 0.0012 | 0.1563 | 0.0012 |
| 2.3729 | 2.2580 | 23000 | 2.3464 | 0.0119 | 0.0009 | 0.1477 | 0.0009 |
| 2.2597 | 2.2678 | 23100 | 2.2392 | 0.0119 | 0.0029 | 0.1684 | 0.0029 |
| 2.2425 | 2.2776 | 23200 | 2.2528 | 0.0119 | 0.0009 | 0.1607 | 0.0009 |
| 2.2411 | 2.2875 | 23300 | 2.2120 | 0.0119 | 0.0010 | 0.1655 | 0.0010 |
| 2.2873 | 2.2973 | 23400 | 2.2535 | 0.0119 | 0.0010 | 0.1553 | 0.0010 |
| 2.437 | 2.3071 | 23500 | 2.4151 | 0.0119 | 0.0004 | 0.1474 | 0.0004 |
| 2.2782 | 2.3169 | 23600 | 2.2969 | 0.0119 | 0.0011 | 0.1600 | 0.0011 |
| 2.2311 | 2.3267 | 23700 | 2.2149 | 0.0119 | 0.0016 | 0.1657 | 0.0016 |
| 2.2216 | 2.3365 | 23800 | 2.2289 | 0.0119 | 0.0010 | 0.1599 | 0.0010 |
| 2.2457 | 2.3464 | 23900 | 2.2459 | 0.0119 | 0.0008 | 0.1578 | 0.0008 |
| 2.2351 | 2.3562 | 24000 | 2.2359 | 0.0119 | 0.0010 | 0.1595 | 0.0010 |
| 2.2168 | 2.3660 | 24100 | 2.2094 | 0.0119 | 0.0015 | 0.1693 | 0.0015 |
| 2.2321 | 2.3758 | 24200 | 2.2316 | 0.0119 | 0.0012 | 0.1630 | 0.0012 |
| 2.3701 | 2.3856 | 24300 | 2.3562 | 0.0119 | 0.0005 | 0.1569 | 0.0005 |
| 2.3693 | 2.3954 | 24400 | 2.3043 | 0.0119 | 0.0010 | 0.1578 | 0.0010 |
| 2.4261 | 2.4053 | 24500 | 2.5205 | 0.0119 | 0.0 | 0.1221 | 0.0 |
| 2.2179 | 2.4151 | 24600 | 2.2367 | 0.0119 | 0.0017 | 0.1688 | 0.0017 |
| 2.2529 | 2.4249 | 24700 | 2.2977 | 0.0119 | 0.0006 | 0.1523 | 0.0006 |
| 2.269 | 2.4347 | 24800 | 2.2601 | 0.0119 | 0.0013 | 0.1572 | 0.0013 |
| 2.2446 | 2.4445 | 24900 | 2.2148 | 0.0119 | 0.0013 | 0.1730 | 0.0013 |
| 2.2132 | 2.4543 | 25000 | 2.2527 | 0.0119 | 0.0010 | 0.1704 | 0.0010 |
| 2.154 | 2.4642 | 25100 | 2.1770 | 0.0119 | 0.0006 | 0.1594 | 0.0006 |
| 2.1694 | 2.4740 | 25200 | 2.1416 | 0.0119 | 0.0011 | 0.1767 | 0.0011 |
| 2.1067 | 2.4838 | 25300 | 2.1367 | 0.0119 | 0.0012 | 0.1692 | 0.0012 |
| 2.1752 | 2.4936 | 25400 | 2.1601 | 0.0119 | 0.0016 | 0.1666 | 0.0016 |
| 2.1583 | 2.5034 | 25500 | 2.1915 | 0.0119 | 0.0008 | 0.1637 | 0.0008 |
| 2.226 | 2.5133 | 25600 | 2.2751 | 0.0119 | 0.0005 | 0.1503 | 0.0005 |
| 2.2547 | 2.5231 | 25700 | 2.2700 | 0.0119 | 0.0006 | 0.1536 | 0.0006 |
| 2.2958 | 2.5329 | 25800 | 2.2800 | 0.0119 | 0.0010 | 0.1566 | 0.0010 |
| 2.1782 | 2.5427 | 25900 | 2.1867 | 0.0119 | 0.0010 | 0.1638 | 0.0010 |
| 2.3798 | 2.5525 | 26000 | 2.3476 | 0.0119 | 0.0005 | 0.1443 | 0.0005 |
| 2.2624 | 2.5623 | 26100 | 2.2332 | 0.0119 | 0.0010 | 0.1538 | 0.0010 |
| 2.2517 | 2.5722 | 26200 | 2.2527 | 0.0119 | 0.0007 | 0.1508 | 0.0007 |
| 2.261 | 2.5820 | 26300 | 2.2550 | 0.0119 | 0.0012 | 0.1567 | 0.0012 |
| 2.2009 | 2.5918 | 26400 | 2.1783 | 0.0119 | 0.0006 | 0.1613 | 0.0006 |
| 2.2412 | 2.6016 | 26500 | 2.2219 | 0.0119 | 0.0006 | 0.1559 | 0.0006 |
| 2.3016 | 2.6114 | 26600 | 2.2987 | 0.0119 | 0.0010 | 0.1568 | 0.0010 |
| 2.3222 | 2.6212 | 26700 | 2.2975 | 0.0119 | 0.0010 | 0.1511 | 0.0010 |
| 2.1479 | 2.6311 | 26800 | 2.1751 | 0.0119 | 0.0007 | 0.1631 | 0.0007 |
| 2.2295 | 2.6409 | 26900 | 2.2483 | 0.0119 | 0.0007 | 0.1606 | 0.0007 |
| 2.2402 | 2.6507 | 27000 | 2.2169 | 0.0119 | 0.0012 | 0.1684 | 0.0012 |
| 2.1769 | 2.6605 | 27100 | 2.1507 | 0.0119 | 0.0008 | 0.1673 | 0.0008 |
| 2.0981 | 2.6703 | 27200 | 2.1602 | 0.0119 | 0.0008 | 0.1653 | 0.0008 |
| 2.161 | 2.6801 | 27300 | 2.1560 | 0.0119 | 0.0010 | 0.1792 | 0.0010 |
| 2.0655 | 2.6900 | 27400 | 2.0825 | 0.0119 | 0.0012 | 0.1780 | 0.0012 |
| 2.2361 | 2.6998 | 27500 | 2.2146 | 0.0119 | 0.0010 | 0.1672 | 0.0010 |
| 2.2535 | 2.7096 | 27600 | 2.2697 | 0.0119 | 0.0009 | 0.1560 | 0.0009 |
| 2.2353 | 2.7194 | 27700 | 2.2184 | 0.0119 | 0.0014 | 0.1591 | 0.0014 |
| 2.2518 | 2.7292 | 27800 | 2.2900 | 0.0119 | 0.0005 | 0.1442 | 0.0005 |
| 2.1798 | 2.7391 | 27900 | 2.1812 | 0.0119 | 0.0008 | 0.1557 | 0.0008 |
| 2.1955 | 2.7489 | 28000 | 2.2386 | 0.0119 | 0.0010 | 0.1480 | 0.0010 |
| 2.2422 | 2.7587 | 28100 | 2.2859 | 0.0119 | 0.0008 | 0.1565 | 0.0008 |
| 2.1865 | 2.7685 | 28200 | 2.1586 | 0.0119 | 0.0008 | 0.1637 | 0.0008 |
| 2.1597 | 2.7783 | 28300 | 2.1722 | 0.0119 | 0.0008 | 0.1689 | 0.0008 |
| 2.2533 | 2.7881 | 28400 | 2.1920 | 0.0119 | 0.0008 | 0.1541 | 0.0008 |
| 2.1989 | 2.7980 | 28500 | 2.2000 | 0.0119 | 0.0012 | 0.1612 | 0.0012 |
| 2.1508 | 2.8078 | 28600 | 2.1558 | 0.0119 | 0.0009 | 0.1678 | 0.0009 |
| 2.1249 | 2.8176 | 28700 | 2.1381 | 0.0119 | 0.0008 | 0.1604 | 0.0008 |
| 2.1898 | 2.8274 | 28800 | 2.1722 | 0.0119 | 0.0009 | 0.1618 | 0.0009 |
| 2.1219 | 2.8372 | 28900 | 2.1245 | 0.0119 | 0.0011 | 0.1701 | 0.0011 |
| 2.3244 | 2.8470 | 29000 | 2.3008 | 0.0119 | 0.0009 | 0.1500 | 0.0009 |
| 2.2285 | 2.8569 | 29100 | 2.2761 | 0.0119 | 0.0009 | 0.1529 | 0.0009 |
| 2.2961 | 2.8667 | 29200 | 2.2867 | 0.0119 | 0.0003 | 0.1505 | 0.0003 |
| 2.1221 | 2.8765 | 29300 | 2.1915 | 0.0119 | 0.0016 | 0.1660 | 0.0016 |
| 2.2276 | 2.8863 | 29400 | 2.2420 | 0.0119 | 0.0011 | 0.1567 | 0.0011 |
| 2.135 | 2.8961 | 29500 | 2.1613 | 0.0119 | 0.0014 | 0.1675 | 0.0014 |
| 2.2291 | 2.9059 | 29600 | 2.2197 | 0.0119 | 0.0009 | 0.1621 | 0.0009 |
| 2.1711 | 2.9158 | 29700 | 2.1825 | 0.0119 | 0.0012 | 0.1673 | 0.0012 |
| 2.1555 | 2.9256 | 29800 | 2.1559 | 0.0119 | 0.0011 | 0.1654 | 0.0011 |
| 2.1749 | 2.9354 | 29900 | 2.1793 | 0.0119 | 0.0008 | 0.1626 | 0.0008 |
| 2.2135 | 2.9452 | 30000 | 2.2111 | 0.0119 | 0.0009 | 0.1644 | 0.0009 |
| 2.1216 | 2.9550 | 30100 | 2.1161 | 0.0119 | 0.0012 | 0.1774 | 0.0012 |
| 2.1628 | 2.9649 | 30200 | 2.1712 | 0.0119 | 0.0010 | 0.1707 | 0.0010 |
| 2.3737 | 2.9747 | 30300 | 2.3576 | 0.0119 | 0.0005 | 0.1432 | 0.0005 |
| 2.1289 | 2.9845 | 30400 | 2.1704 | 0.0119 | 0.0014 | 0.1590 | 0.0014 |
| 2.1607 | 2.9943 | 30500 | 2.1386 | 0.0119 | 0.0014 | 0.1717 | 0.0014 |
| 2.2292 | 3.0041 | 30600 | 2.1604 | 0.0119 | 0.0011 | 0.1700 | 0.0011 |
| 2.1491 | 3.0139 | 30700 | 2.1629 | 0.0119 | 0.0010 | 0.1644 | 0.0010 |
| 2.2117 | 3.0238 | 30800 | 2.1214 | 0.0119 | 0.0012 | 0.1752 | 0.0012 |
| 2.1655 | 3.0336 | 30900 | 2.1443 | 0.0119 | 0.0007 | 0.1640 | 0.0007 |
| 2.1658 | 3.0434 | 31000 | 2.1500 | 0.0119 | 0.0012 | 0.1673 | 0.0012 |
| 2.2269 | 3.0532 | 31100 | 2.1579 | 0.0119 | 0.0011 | 0.1728 | 0.0011 |
| 2.1325 | 3.0630 | 31200 | 2.1675 | 0.0119 | 0.0019 | 0.1705 | 0.0019 |
| 2.2243 | 3.0728 | 31300 | 2.2225 | 0.0119 | 0.0006 | 0.1470 | 0.0006 |
| 2.2579 | 3.0827 | 31400 | 2.2728 | 0.0119 | 0.0009 | 0.1457 | 0.0009 |
| 2.3698 | 3.0925 | 31500 | 2.3979 | 0.0119 | 0.0006 | 0.1317 | 0.0006 |
| 2.3068 | 3.1023 | 31600 | 2.3039 | 0.0119 | 0.0008 | 0.1557 | 0.0008 |
| 2.2692 | 3.1121 | 31700 | 2.2990 | 0.0119 | 0.0006 | 0.1495 | 0.0006 |
| 2.3268 | 3.1219 | 31800 | 2.3431 | 0.0119 | 0.0006 | 0.1361 | 0.0006 |
| 2.3908 | 3.1317 | 31900 | 2.3528 | 0.0119 | 0.0006 | 0.1405 | 0.0006 |
| 2.3552 | 3.1416 | 32000 | 2.3451 | 0.0119 | 0.0008 | 0.1441 | 0.0008 |
| 2.3649 | 3.1514 | 32100 | 2.3390 | 0.0119 | 0.0004 | 0.1402 | 0.0004 |
| 2.2935 | 3.1612 | 32200 | 2.2796 | 0.0119 | 0.0009 | 0.1392 | 0.0009 |
| 2.2815 | 3.1710 | 32300 | 2.2693 | 0.0119 | 0.0007 | 0.1488 | 0.0007 |
| 2.5642 | 3.1808 | 32400 | 2.3971 | 0.0119 | 0.0003 | 0.1324 | 0.0003 |
| 2.2666 | 3.1907 | 32500 | 2.2856 | 0.0119 | 0.0010 | 0.1522 | 0.0010 |
| 2.2966 | 3.2005 | 32600 | 2.3027 | 0.0119 | 0.0006 | 0.1410 | 0.0006 |
| 2.4456 | 3.2103 | 32700 | 2.4046 | 0.0119 | 0.0003 | 0.1342 | 0.0003 |
| 2.3254 | 3.2201 | 32800 | 2.3617 | 0.0119 | 0.0005 | 0.1350 | 0.0005 |
| 2.4659 | 3.2299 | 32900 | 2.4104 | 0.0119 | 0.0001 | 0.1263 | 0.0001 |
| 2.4211 | 3.2397 | 33000 | 2.3970 | 0.0119 | 0.0010 | 0.1461 | 0.0010 |
| 2.3053 | 3.2496 | 33100 | 2.3352 | 0.0119 | 0.0006 | 0.1436 | 0.0006 |
| 2.2716 | 3.2594 | 33200 | 2.2751 | 0.0119 | 0.0012 | 0.1530 | 0.0012 |
| 2.3416 | 3.2692 | 33300 | 2.3084 | 0.0119 | 0.0006 | 0.1413 | 0.0006 |
| 2.3569 | 3.2790 | 33400 | 2.2991 | 0.0119 | 0.0005 | 0.1470 | 0.0005 |
| 2.2348 | 3.2888 | 33500 | 2.2204 | 0.0119 | 0.0010 | 0.1494 | 0.0010 |
| 2.2267 | 3.2986 | 33600 | 2.2239 | 0.0119 | 0.0008 | 0.1548 | 0.0008 |
| 2.2383 | 3.3085 | 33700 | 2.2257 | 0.0119 | 0.0004 | 0.1491 | 0.0004 |
| 2.2368 | 3.3183 | 33800 | 2.2605 | 0.0119 | 0.0004 | 0.1503 | 0.0004 |
| 2.1554 | 3.3281 | 33900 | 2.1598 | 0.0119 | 0.0010 | 0.1567 | 0.0010 |
| 2.3122 | 3.3379 | 34000 | 2.2900 | 0.0119 | 0.0007 | 0.1495 | 0.0007 |
| 2.2032 | 3.3477 | 34100 | 2.2357 | 0.0119 | 0.0008 | 0.1549 | 0.0008 |
| 2.2622 | 3.3575 | 34200 | 2.3215 | 0.0119 | 0.0008 | 0.1471 | 0.0008 |
| 2.2027 | 3.3674 | 34300 | 2.2097 | 0.0119 | 0.0006 | 0.1537 | 0.0006 |
| 2.1598 | 3.3772 | 34400 | 2.1708 | 0.0119 | 0.0007 | 0.1569 | 0.0007 |
| 2.1996 | 3.3870 | 34500 | 2.2087 | 0.0119 | 0.0006 | 0.1530 | 0.0006 |
| 2.2028 | 3.3968 | 34600 | 2.1962 | 0.0119 | 0.0006 | 0.1542 | 0.0006 |
| 2.1708 | 3.4066 | 34700 | 2.1589 | 0.0119 | 0.0007 | 0.1568 | 0.0007 |
| 2.1652 | 3.4165 | 34800 | 2.1767 | 0.0119 | 0.0006 | 0.1584 | 0.0006 |
| 2.1965 | 3.4263 | 34900 | 2.1884 | 0.0119 | 0.0008 | 0.1489 | 0.0008 |
| 2.1874 | 3.4361 | 35000 | 2.1807 | 0.0119 | 0.0008 | 0.1586 | 0.0008 |
| 2.1722 | 3.4459 | 35100 | 2.1878 | 0.0119 | 0.0004 | 0.1502 | 0.0004 |
| 2.179 | 3.4557 | 35200 | 2.1922 | 0.0119 | 0.0004 | 0.1458 | 0.0004 |
| 2.2398 | 3.4655 | 35300 | 2.2526 | 0.0119 | 0.0005 | 0.1418 | 0.0005 |
| 2.1603 | 3.4754 | 35400 | 2.1686 | 0.0119 | 0.0006 | 0.1510 | 0.0006 |
| 2.1396 | 3.4852 | 35500 | 2.1529 | 0.0119 | 0.0005 | 0.1564 | 0.0005 |
| 2.1362 | 3.4950 | 35600 | 2.1326 | 0.0119 | 0.0007 | 0.1611 | 0.0007 |
| 2.1336 | 3.5048 | 35700 | 2.1315 | 0.0119 | 0.0011 | 0.1666 | 0.0011 |
| 2.1553 | 3.5146 | 35800 | 2.1322 | 0.0119 | 0.0009 | 0.1619 | 0.0009 |
| 2.0855 | 3.5244 | 35900 | 2.1222 | 0.0119 | 0.0012 | 0.1636 | 0.0012 |
| 2.1035 | 3.5343 | 36000 | 2.1209 | 0.0119 | 0.0006 | 0.1603 | 0.0006 |
| 2.427 | 3.5441 | 36100 | 2.3760 | 0.0119 | 0.0006 | 0.1423 | 0.0006 |
| 2.2522 | 3.5539 | 36200 | 2.2489 | 0.0119 | 0.0006 | 0.1453 | 0.0006 |
| 2.2323 | 3.5637 | 36300 | 2.2462 | 0.0119 | 0.0002 | 0.1418 | 0.0002 |
| 2.2545 | 3.5735 | 36400 | 2.2267 | 0.0119 | 0.0002 | 0.1409 | 0.0002 |
| 2.17 | 3.5833 | 36500 | 2.1827 | 0.0119 | 0.0004 | 0.1470 | 0.0004 |
| 2.2215 | 3.5932 | 36600 | 2.2034 | 0.0119 | 0.0006 | 0.1479 | 0.0006 |
| 2.1783 | 3.6030 | 36700 | 2.1941 | 0.0119 | 0.0010 | 0.1519 | 0.0010 |
| 2.1976 | 3.6128 | 36800 | 2.1721 | 0.0119 | 0.0007 | 0.1492 | 0.0007 |
| 2.1585 | 3.6226 | 36900 | 2.1640 | 0.0119 | 0.0008 | 0.1463 | 0.0008 |
| 2.1529 | 3.6324 | 37000 | 2.1767 | 0.0119 | 0.0006 | 0.1475 | 0.0006 |
| 2.1777 | 3.6423 | 37100 | 2.1896 | 0.0119 | 0.0002 | 0.1463 | 0.0002 |
| 2.1813 | 3.6521 | 37200 | 2.1648 | 0.0119 | 0.0001 | 0.1459 | 0.0001 |
| 2.164 | 3.6619 | 37300 | 2.1556 | 0.0119 | 0.0004 | 0.1519 | 0.0004 |
| 2.1389 | 3.6717 | 37400 | 2.1730 | 0.0119 | 0.0009 | 0.1406 | 0.0009 |
| 2.1807 | 3.6815 | 37500 | 2.1603 | 0.0119 | 0.0005 | 0.1437 | 0.0005 |
| 2.2036 | 3.6913 | 37600 | 2.1543 | 0.0119 | 0.0006 | 0.1485 | 0.0006 |
| 2.1667 | 3.7012 | 37700 | 2.1627 | 0.0119 | 0.0006 | 0.1463 | 0.0006 |
| 2.1945 | 3.7110 | 37800 | 2.1626 | 0.0119 | 0.0006 | 0.1437 | 0.0006 |
| 2.1056 | 3.7208 | 37900 | 2.1548 | 0.0119 | 0.0005 | 0.1455 | 0.0005 |
| 2.1385 | 3.7306 | 38000 | 2.1306 | 0.0119 | 0.0003 | 0.1531 | 0.0003 |
| 2.1219 | 3.7404 | 38100 | 2.1308 | 0.0119 | 0.0007 | 0.1507 | 0.0007 |
| 2.1625 | 3.7502 | 38200 | 2.1614 | 0.0119 | 0.0004 | 0.1477 | 0.0004 |
| 2.1778 | 3.7601 | 38300 | 2.1697 | 0.0119 | 0.0006 | 0.1453 | 0.0006 |
| 2.2398 | 3.7699 | 38400 | 2.1968 | 0.0119 | 0.0006 | 0.1380 | 0.0006 |
| 2.1719 | 3.7797 | 38500 | 2.1872 | 0.0119 | 0.0003 | 0.1417 | 0.0003 |
| 2.1511 | 3.7895 | 38600 | 2.1648 | 0.0119 | 0.0005 | 0.1395 | 0.0005 |
| 2.268 | 3.7993 | 38700 | 2.2680 | 0.0119 | 0.0005 | 0.1401 | 0.0005 |
| 2.2177 | 3.8091 | 38800 | 2.2147 | 0.0119 | 0.0003 | 0.1379 | 0.0003 |
| 2.2261 | 3.8190 | 38900 | 2.2397 | 0.0119 | 0.0003 | 0.1379 | 0.0003 |
| 2.2005 | 3.8288 | 39000 | 2.1905 | 0.0119 | 0.0003 | 0.1441 | 0.0003 |
| 2.1992 | 3.8386 | 39100 | 2.1728 | 0.0119 | 0.0004 | 0.1484 | 0.0004 |
| 2.2087 | 3.8484 | 39200 | 2.1853 | 0.0119 | 0.0001 | 0.1448 | 0.0001 |
| 2.1911 | 3.8582 | 39300 | 2.2206 | 0.0119 | 0.0007 | 0.1443 | 0.0007 |
| 14.7475 | 3.8681 | 39400 | 15.1308 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 3.2922 | 3.8779 | 39500 | 3.1482 | 0.0119 | 0.0 | 0.0879 | 0.0 |
| 3.0088 | 3.8877 | 39600 | 3.2725 | 0.0119 | 0.0001 | 0.0924 | 0.0001 |
| 2.8487 | 3.8975 | 39700 | 2.8948 | 0.0119 | 0.0001 | 0.0959 | 0.0001 |
| 2.904 | 3.9073 | 39800 | 2.8748 | 0.0119 | 0.0002 | 0.0955 | 0.0002 |
| 2.9511 | 3.9171 | 39900 | 3.0067 | 0.0119 | 0.0001 | 0.0925 | 0.0001 |
| 2.8456 | 3.9270 | 40000 | 2.9360 | 0.0119 | 0.0001 | 0.0987 | 0.0001 |
| 2.3646 | 3.9368 | 40100 | 2.3276 | 0.0119 | 0.0011 | 0.1409 | 0.0011 |
| 2.3383 | 3.9466 | 40200 | 2.4074 | 0.0119 | 0.0003 | 0.1299 | 0.0003 |
| 2.3451 | 3.9564 | 40300 | 2.3355 | 0.0119 | 0.0003 | 0.1390 | 0.0003 |
| 2.3016 | 3.9662 | 40400 | 2.2835 | 0.0119 | 0.0010 | 0.1418 | 0.0010 |
| 2.2803 | 3.9760 | 40500 | 2.2755 | 0.0119 | 0.0006 | 0.1409 | 0.0006 |
| 2.2742 | 3.9859 | 40600 | 2.2793 | 0.0119 | 0.0003 | 0.1432 | 0.0003 |
| 2.2807 | 3.9957 | 40700 | 2.3026 | 0.0119 | 0.0006 | 0.1403 | 0.0006 |
| 2.3311 | 4.0055 | 40800 | 2.3362 | 0.0119 | 0.0006 | 0.1416 | 0.0006 |
| 2.2905 | 4.0153 | 40900 | 2.2918 | 0.0119 | 0.0006 | 0.1449 | 0.0006 |
| 2.2662 | 4.0251 | 41000 | 2.2329 | 0.0119 | 0.0003 | 0.1482 | 0.0003 |
| 13.2031 | 4.0349 | 41100 | 12.1828 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 2.2305 | 4.0448 | 41200 | 2.2211 | 0.0119 | 0.0012 | 0.1466 | 0.0012 |
| 2.2766 | 4.0546 | 41300 | 2.2498 | 0.0119 | 0.0003 | 0.1414 | 0.0003 |
| 2.2227 | 4.0644 | 41400 | 2.2281 | 0.0119 | 0.0008 | 0.1446 | 0.0008 |
| 2.2058 | 4.0742 | 41500 | 2.2211 | 0.0119 | 0.0003 | 0.1435 | 0.0003 |
| 2.2289 | 4.0840 | 41600 | 2.2159 | 0.0119 | 0.0005 | 0.1456 | 0.0005 |
| 2.242 | 4.0939 | 41700 | 2.2026 | 0.0119 | 0.0002 | 0.1382 | 0.0002 |
| 2.1873 | 4.1037 | 41800 | 2.2237 | 0.0119 | 0.0008 | 0.1422 | 0.0008 |
| 4.2286 | 4.1135 | 41900 | 6.4396 | 0.0119 | 0.0 | 0.0645 | 0.0 |
| 4.1542 | 4.1233 | 42000 | 4.4370 | 0.0119 | 0.0 | 0.0884 | 0.0 |
| 3.8132 | 4.1331 | 42100 | 3.5558 | 0.0119 | 0.0001 | 0.0943 | 0.0001 |
| 3.0088 | 4.1429 | 42200 | 3.1470 | 0.0119 | 0.0 | 0.0971 | 0.0 |
| 3.4406 | 4.1528 | 42300 | 3.2169 | 0.0119 | 0.0001 | 0.1054 | 0.0001 |
| 2.6125 | 4.1626 | 42400 | 2.6192 | 0.0119 | 0.0003 | 0.1245 | 0.0003 |
| 2.5084 | 4.1724 | 42500 | 2.5423 | 0.0119 | 0.0002 | 0.1260 | 0.0002 |
| 2.2994 | 4.1822 | 42600 | 2.3427 | 0.0119 | 0.0003 | 0.1371 | 0.0003 |
| 2.2643 | 4.1920 | 42700 | 2.3399 | 0.0119 | 0.0002 | 0.1346 | 0.0002 |
| 2.2772 | 4.2018 | 42800 | 2.2601 | 0.0119 | 0.0004 | 0.1363 | 0.0004 |
| 2.1951 | 4.2117 | 42900 | 2.2124 | 0.0119 | 0.0003 | 0.1440 | 0.0003 |
| 2.1752 | 4.2215 | 43000 | 2.2156 | 0.0119 | 0.0005 | 0.1433 | 0.0005 |
| 2.178 | 4.2313 | 43100 | 2.1841 | 0.0119 | 0.0004 | 0.1482 | 0.0004 |
| 2.1377 | 4.2411 | 43200 | 2.1817 | 0.0119 | 0.0007 | 0.1474 | 0.0007 |
| 2.249 | 4.2509 | 43300 | 2.1731 | 0.0119 | 0.0005 | 0.1539 | 0.0005 |
| 2.1834 | 4.2608 | 43400 | 2.1871 | 0.0119 | 0.0008 | 0.1439 | 0.0008 |
| 2.1983 | 4.2706 | 43500 | 2.1756 | 0.0119 | 0.0002 | 0.1412 | 0.0002 |
| 2.1302 | 4.2804 | 43600 | 2.1534 | 0.0119 | 0.0008 | 0.1452 | 0.0008 |
| 2.2 | 4.2902 | 43700 | 2.1977 | 0.0119 | 0.0002 | 0.1385 | 0.0002 |
| 2.1318 | 4.3000 | 43800 | 2.1334 | 0.0119 | 0.0006 | 0.1455 | 0.0006 |
| 2.1187 | 4.3098 | 43900 | 2.1338 | 0.0119 | 0.0005 | 0.1458 | 0.0005 |
| 2.1231 | 4.3197 | 44000 | 2.1346 | 0.0119 | 0.0005 | 0.1470 | 0.0005 |
| 2.1421 | 4.3295 | 44100 | 2.1462 | 0.0119 | 0.0009 | 0.1531 | 0.0009 |
| 2.1313 | 4.3393 | 44200 | 2.1367 | 0.0119 | 0.0009 | 0.1489 | 0.0009 |
| 2.1017 | 4.3491 | 44300 | 2.1196 | 0.0119 | 0.0005 | 0.1490 | 0.0005 |
| 2.1175 | 4.3589 | 44400 | 2.1232 | 0.0119 | 0.0006 | 0.1488 | 0.0006 |
| 2.1415 | 4.3687 | 44500 | 2.1297 | 0.0119 | 0.0006 | 0.1494 | 0.0006 |
| 2.1119 | 4.3786 | 44600 | 2.1171 | 0.0119 | 0.0003 | 0.1496 | 0.0003 |
| 2.114 | 4.3884 | 44700 | 2.1187 | 0.0119 | 0.0003 | 0.1538 | 0.0003 |
| 2.1211 | 4.3982 | 44800 | 2.1138 | 0.0119 | 0.0004 | 0.1477 | 0.0004 |
| 2.1209 | 4.4080 | 44900 | 2.1124 | 0.0119 | 0.0006 | 0.1495 | 0.0006 |
| 2.107 | 4.4178 | 45000 | 2.1104 | 0.0119 | 0.0008 | 0.1551 | 0.0008 |
| 2.1092 | 4.4276 | 45100 | 2.1006 | 0.0119 | 0.0008 | 0.1508 | 0.0008 |
| 2.115 | 4.4375 | 45200 | 2.1009 | 0.0119 | 0.0008 | 0.1548 | 0.0008 |
| 2.0779 | 4.4473 | 45300 | 2.1013 | 0.0119 | 0.0006 | 0.1521 | 0.0006 |
| 2.0835 | 4.4571 | 45400 | 2.1078 | 0.0119 | 0.0004 | 0.1532 | 0.0004 |
| 2.1067 | 4.4669 | 45500 | 2.1205 | 0.0119 | 0.0015 | 0.1503 | 0.0015 |
| 2.2117 | 4.4767 | 45600 | 2.1572 | 0.0119 | 0.0009 | 0.1484 | 0.0009 |
| 2.223 | 4.4866 | 45700 | 2.2222 | 0.0119 | 0.0006 | 0.1381 | 0.0006 |
| 2.1216 | 4.4964 | 45800 | 2.1127 | 0.0119 | 0.0011 | 0.1509 | 0.0011 |
| 2.0951 | 4.5062 | 45900 | 2.1061 | 0.0119 | 0.0007 | 0.1510 | 0.0007 |
| 2.1329 | 4.5160 | 46000 | 2.1446 | 0.0119 | 0.0008 | 0.1444 | 0.0008 |
| 2.1297 | 4.5258 | 46100 | 2.1498 | 0.0119 | 0.0003 | 0.1401 | 0.0003 |
| 2.1173 | 4.5356 | 46200 | 2.1426 | 0.0119 | 0.0009 | 0.1483 | 0.0009 |
| 2.0935 | 4.5455 | 46300 | 2.1068 | 0.0119 | 0.0004 | 0.1523 | 0.0004 |
| 2.1154 | 4.5553 | 46400 | 2.1042 | 0.0119 | 0.0004 | 0.1501 | 0.0004 |
| 2.0842 | 4.5651 | 46500 | 2.0954 | 0.0119 | 0.0010 | 0.1539 | 0.0010 |
| 2.0893 | 4.5749 | 46600 | 2.0880 | 0.0119 | 0.0007 | 0.1531 | 0.0007 |
| 2.096 | 4.5847 | 46700 | 2.0975 | 0.0119 | 0.0003 | 0.1533 | 0.0003 |
| 2.1171 | 4.5945 | 46800 | 2.0916 | 0.0119 | 0.0008 | 0.1544 | 0.0008 |
| 2.0691 | 4.6044 | 46900 | 2.0909 | 0.0119 | 0.0003 | 0.1487 | 0.0003 |
| 2.1076 | 4.6142 | 47000 | 2.0824 | 0.0119 | 0.0005 | 0.1504 | 0.0005 |
| 2.1049 | 4.6240 | 47100 | 2.1019 | 0.0119 | 0.0007 | 0.1540 | 0.0007 |
| 2.101 | 4.6338 | 47200 | 2.0867 | 0.0119 | 0.0008 | 0.1522 | 0.0008 |
| 2.0904 | 4.6436 | 47300 | 2.1159 | 0.0119 | 0.0009 | 0.1491 | 0.0009 |
| 2.0879 | 4.6534 | 47400 | 2.1043 | 0.0119 | 0.0007 | 0.1525 | 0.0007 |
| 2.1138 | 4.6633 | 47500 | 2.1082 | 0.0119 | 0.0006 | 0.1482 | 0.0006 |
| 2.1202 | 4.6731 | 47600 | 2.1137 | 0.0119 | 0.0006 | 0.1498 | 0.0006 |
| 2.1289 | 4.6829 | 47700 | 2.1262 | 0.0119 | 0.0002 | 0.1432 | 0.0002 |
| 11.0258 | 4.6927 | 47800 | 10.8888 | 0.0119 | 0.0 | 0.0032 | 0.0 |
| 4.4116 | 4.7025 | 47900 | 4.2655 | 0.0119 | 0.0001 | 0.0795 | 0.0001 |
| 2.9327 | 4.7124 | 48000 | 2.8494 | 0.0119 | 0.0 | 0.1160 | 0.0 |
| 2.5463 | 4.7222 | 48100 | 2.6461 | 0.0119 | 0.0001 | 0.1215 | 0.0001 |
| 2.2775 | 4.7320 | 48200 | 2.3409 | 0.0119 | 0.0004 | 0.1375 | 0.0004 |
| 2.1738 | 4.7418 | 48300 | 2.1928 | 0.0119 | 0.0006 | 0.1434 | 0.0006 |
| 2.1201 | 4.7516 | 48400 | 2.1639 | 0.0119 | 0.0003 | 0.1395 | 0.0003 |
| 2.1878 | 4.7614 | 48500 | 2.2071 | 0.0119 | 0.0004 | 0.1338 | 0.0004 |
| 2.1624 | 4.7713 | 48600 | 2.1371 | 0.0119 | 0.0007 | 0.1490 | 0.0007 |
| 2.1658 | 4.7811 | 48700 | 2.1603 | 0.0119 | 0.0003 | 0.1427 | 0.0003 |
| 2.1792 | 4.7909 | 48800 | 2.1330 | 0.0119 | 0.0010 | 0.1533 | 0.0010 |
| 2.2473 | 4.8007 | 48900 | 2.2822 | 0.0119 | 0.0006 | 0.1317 | 0.0006 |
| 2.241 | 4.8105 | 49000 | 2.2569 | 0.0119 | 0.0005 | 0.1500 | 0.0005 |
| 2.2399 | 4.8203 | 49100 | 2.2214 | 0.0119 | 0.0005 | 0.1458 | 0.0005 |
| 2.209 | 4.8302 | 49200 | 2.2183 | 0.0119 | 0.0006 | 0.1453 | 0.0006 |
| 2.2165 | 4.8400 | 49300 | 2.2189 | 0.0119 | 0.0005 | 0.1479 | 0.0005 |
| 2.1827 | 4.8498 | 49400 | 2.2197 | 0.0119 | 0.0002 | 0.1493 | 0.0002 |
| 2.1618 | 4.8596 | 49500 | 2.1915 | 0.0119 | 0.0006 | 0.1433 | 0.0006 |
| 2.2588 | 4.8694 | 49600 | 2.1954 | 0.0119 | 0.0009 | 0.1522 | 0.0009 |
| 2.1835 | 4.8792 | 49700 | 2.2113 | 0.0119 | 0.0013 | 0.1474 | 0.0013 |
| 2.191 | 4.8891 | 49800 | 2.1985 | 0.0119 | 0.0007 | 0.1521 | 0.0007 |
| 2.1683 | 4.8989 | 49900 | 2.1821 | 0.0119 | 0.0005 | 0.1487 | 0.0005 |
| 2.2141 | 4.9087 | 50000 | 2.2486 | 0.0119 | 0.0004 | 0.1356 | 0.0004 |
| 2.203 | 4.9185 | 50100 | 2.2313 | 0.0119 | 0.0009 | 0.1460 | 0.0009 |
| 2.2145 | 4.9283 | 50200 | 2.2028 | 0.0119 | 0.0008 | 0.1526 | 0.0008 |
| 2.1751 | 4.9382 | 50300 | 2.1586 | 0.0119 | 0.0006 | 0.1483 | 0.0006 |
| 2.1868 | 4.9480 | 50400 | 2.1608 | 0.0119 | 0.0008 | 0.1496 | 0.0008 |
| 2.1543 | 4.9578 | 50500 | 2.1519 | 0.0119 | 0.0005 | 0.1502 | 0.0005 |
| 2.1682 | 4.9676 | 50600 | 2.1531 | 0.0119 | 0.0010 | 0.1545 | 0.0010 |
| 2.1804 | 4.9774 | 50700 | 2.1808 | 0.0119 | 0.0006 | 0.1471 | 0.0006 |
| 2.1348 | 4.9872 | 50800 | 2.1531 | 0.0119 | 0.0006 | 0.1493 | 0.0006 |
| 2.1069 | 4.9971 | 50900 | 2.1351 | 0.0119 | 0.0010 | 0.1541 | 0.0010 |
| 2.1719 | 5.0069 | 51000 | 2.1616 | 0.0119 | 0.0006 | 0.1455 | 0.0006 |
| 2.0989 | 5.0167 | 51100 | 2.1651 | 0.0119 | 0.0007 | 0.1484 | 0.0007 |
| 2.112 | 5.0265 | 51200 | 2.1370 | 0.0119 | 0.0005 | 0.1480 | 0.0005 |
| 2.2406 | 5.0363 | 51300 | 2.2314 | 0.0119 | 0.0002 | 0.1442 | 0.0002 |
| 2.7412 | 5.0461 | 51400 | 2.9533 | 0.0119 | 0.0002 | 0.0943 | 0.0002 |
| 2.6252 | 5.0560 | 51500 | 2.6186 | 0.0119 | 0.0003 | 0.1189 | 0.0003 |
| 2.6948 | 5.0658 | 51600 | 2.6854 | 0.0119 | 0.0 | 0.0924 | 0.0 |
| 2.1758 | 5.0756 | 51700 | 2.1741 | 0.0119 | 0.0002 | 0.1426 | 0.0002 |
| 2.2151 | 5.0854 | 51800 | 2.1723 | 0.0119 | 0.0007 | 0.1456 | 0.0007 |
| 2.1778 | 5.0952 | 51900 | 2.1843 | 0.0119 | 0.0003 | 0.1447 | 0.0003 |
| 2.5465 | 5.1050 | 52000 | 2.4122 | 0.0119 | 0.0005 | 0.1302 | 0.0005 |
| 2.1155 | 5.1149 | 52100 | 2.1641 | 0.0119 | 0.0010 | 0.1499 | 0.0010 |
| 2.1534 | 5.1247 | 52200 | 2.1332 | 0.0119 | 0.0010 | 0.1501 | 0.0010 |
| 2.1523 | 5.1345 | 52300 | 2.1407 | 0.0119 | 0.0003 | 0.1429 | 0.0003 |
| 2.1692 | 5.1443 | 52400 | 2.1809 | 0.0119 | 0.0007 | 0.1472 | 0.0007 |
| 2.1774 | 5.1541 | 52500 | 2.1391 | 0.0119 | 0.0009 | 0.1455 | 0.0009 |
| 2.0837 | 5.1640 | 52600 | 2.1314 | 0.0119 | 0.0009 | 0.1460 | 0.0009 |
| 2.1279 | 5.1738 | 52700 | 2.1093 | 0.0119 | 0.0005 | 0.1477 | 0.0005 |
| 2.1121 | 5.1836 | 52800 | 2.1143 | 0.0119 | 0.0006 | 0.1545 | 0.0006 |
| 2.1187 | 5.1934 | 52900 | 2.1228 | 0.0119 | 0.0007 | 0.1507 | 0.0007 |
| 2.1498 | 5.2032 | 53000 | 2.1472 | 0.0119 | 0.0008 | 0.1539 | 0.0008 |
| 2.1729 | 5.2130 | 53100 | 2.1436 | 0.0119 | 0.0005 | 0.1506 | 0.0005 |
| 2.1469 | 5.2229 | 53200 | 2.1275 | 0.0119 | 0.0005 | 0.1486 | 0.0005 |
| 2.16 | 5.2327 | 53300 | 2.1266 | 0.0119 | 0.0009 | 0.1535 | 0.0009 |
| 2.106 | 5.2425 | 53400 | 2.1281 | 0.0119 | 0.0006 | 0.1500 | 0.0006 |
| 2.0978 | 5.2523 | 53500 | 2.1204 | 0.0119 | 0.0007 | 0.1493 | 0.0007 |
| 2.168 | 5.2621 | 53600 | 2.1250 | 0.0119 | 0.0005 | 0.1501 | 0.0005 |
| 2.0989 | 5.2719 | 53700 | 2.1187 | 0.0119 | 0.0008 | 0.1539 | 0.0008 |
| 2.1072 | 5.2818 | 53800 | 2.1221 | 0.0119 | 0.0011 | 0.1513 | 0.0011 |
| 2.1026 | 5.2916 | 53900 | 2.1189 | 0.0119 | 0.0010 | 0.1547 | 0.0010 |
| 2.1325 | 5.3014 | 54000 | 2.1210 | 0.0119 | 0.0006 | 0.1553 | 0.0006 |
| 2.1203 | 5.3112 | 54100 | 2.1128 | 0.0119 | 0.0006 | 0.1544 | 0.0006 |
| 2.1192 | 5.3210 | 54200 | 2.1154 | 0.0119 | 0.0003 | 0.1472 | 0.0003 |
| 2.0794 | 5.3308 | 54300 | 2.1173 | 0.0119 | 0.0011 | 0.1496 | 0.0011 |
| 2.1173 | 5.3407 | 54400 | 2.0999 | 0.0119 | 0.0010 | 0.1530 | 0.0010 |
| 2.1185 | 5.3505 | 54500 | 2.1000 | 0.0119 | 0.0007 | 0.1535 | 0.0007 |
| 2.1028 | 5.3603 | 54600 | 2.1051 | 0.0119 | 0.0010 | 0.1520 | 0.0010 |
| 2.1247 | 5.3701 | 54700 | 2.1147 | 0.0119 | 0.0003 | 0.1489 | 0.0003 |
| 2.1363 | 5.3799 | 54800 | 2.1368 | 0.0119 | 0.0002 | 0.1471 | 0.0002 |
| 2.1235 | 5.3898 | 54900 | 2.1033 | 0.0119 | 0.0003 | 0.1552 | 0.0003 |
| 2.1173 | 5.3996 | 55000 | 2.1107 | 0.0119 | 0.0008 | 0.1525 | 0.0008 |
| 2.121 | 5.4094 | 55100 | 2.1028 | 0.0119 | 0.0004 | 0.1442 | 0.0004 |
| 2.1097 | 5.4192 | 55200 | 2.1082 | 0.0119 | 0.0008 | 0.1526 | 0.0008 |
| 2.1347 | 5.4290 | 55300 | 2.1070 | 0.0119 | 0.0005 | 0.1494 | 0.0005 |
| 2.102 | 5.4388 | 55400 | 2.1118 | 0.0119 | 0.0004 | 0.1487 | 0.0004 |
| 2.107 | 5.4487 | 55500 | 2.1064 | 0.0119 | 0.0013 | 0.1531 | 0.0013 |
| 2.1565 | 5.4585 | 55600 | 2.1326 | 0.0119 | 0.0006 | 0.1510 | 0.0006 |
| 2.2258 | 5.4683 | 55700 | 2.2610 | 0.0119 | 0.0005 | 0.1458 | 0.0005 |
| 2.7519 | 5.4781 | 55800 | 2.7029 | 0.0119 | 0.0 | 0.1045 | 0.0 |
| 2.1848 | 5.4879 | 55900 | 2.1312 | 0.0119 | 0.0007 | 0.1494 | 0.0007 |
| 2.1093 | 5.4977 | 56000 | 2.1118 | 0.0119 | 0.0003 | 0.1536 | 0.0003 |
| 2.0839 | 5.5076 | 56100 | 2.1024 | 0.0119 | 0.0007 | 0.1490 | 0.0007 |
| 2.0923 | 5.5174 | 56200 | 2.0963 | 0.0119 | 0.0005 | 0.1507 | 0.0005 |
| 2.1166 | 5.5272 | 56300 | 2.1032 | 0.0119 | 0.0006 | 0.1522 | 0.0006 |
| 2.5018 | 5.5370 | 56400 | 2.3178 | 0.0119 | 0.0002 | 0.1397 | 0.0002 |
| 6.3384 | 5.5468 | 56500 | 5.6354 | 0.0119 | 0.0 | 0.0602 | 0.0 |
| 4.1 | 5.5566 | 56600 | 4.0769 | 0.0119 | 0.0 | 0.0615 | 0.0 |
| 3.2628 | 5.5665 | 56700 | 3.2883 | 0.0119 | 0.0 | 0.0627 | 0.0 |
| 3.3221 | 5.5763 | 56800 | 3.2562 | 0.0119 | 0.0 | 0.0722 | 0.0 |
| 3.4041 | 5.5861 | 56900 | 3.4633 | 0.0119 | 0.0 | 0.0708 | 0.0 |
| 3.0905 | 5.5959 | 57000 | 3.0495 | 0.0119 | 0.0001 | 0.0765 | 0.0001 |
| 3.3752 | 5.6057 | 57100 | 3.5236 | 0.0119 | 0.0 | 0.0658 | 0.0 |
| 3.1999 | 5.6156 | 57200 | 3.1867 | 0.0119 | 0.0 | 0.0730 | 0.0 |
| 3.2037 | 5.6254 | 57300 | 3.0872 | 0.0119 | 0.0 | 0.0751 | 0.0 |
| 3.0867 | 5.6352 | 57400 | 3.1389 | 0.0119 | 0.0 | 0.0732 | 0.0 |
| 2.9878 | 5.6450 | 57500 | 2.9832 | 0.0119 | 0.0 | 0.0807 | 0.0 |
| 2.93 | 5.6548 | 57600 | 2.9973 | 0.0119 | 0.0 | 0.0723 | 0.0 |
| 2.9798 | 5.6646 | 57700 | 3.0527 | 0.0119 | 0.0 | 0.0774 | 0.0 |
| 3.2701 | 5.6745 | 57800 | 3.2070 | 0.0119 | 0.0 | 0.0805 | 0.0 |
| 3.2335 | 5.6843 | 57900 | 3.1174 | 0.0119 | 0.0 | 0.0731 | 0.0 |
| 3.1208 | 5.6941 | 58000 | 3.1660 | 0.0119 | 0.0 | 0.0706 | 0.0 |
| 2.9964 | 5.7039 | 58100 | 3.0160 | 0.0119 | 0.0 | 0.0832 | 0.0 |
| 3.1626 | 5.7137 | 58200 | 3.2314 | 0.0119 | 0.0 | 0.0769 | 0.0 |
| 2.9218 | 5.7235 | 58300 | 2.9350 | 0.0119 | 0.0 | 0.0758 | 0.0 |
| 3.0001 | 5.7334 | 58400 | 2.9735 | 0.0119 | 0.0 | 0.0800 | 0.0 |
| 3.0265 | 5.7432 | 58500 | 2.9993 | 0.0119 | 0.0 | 0.0804 | 0.0 |
| 3.0115 | 5.7530 | 58600 | 3.0669 | 0.0119 | 0.0 | 0.0781 | 0.0 |
| 3.0931 | 5.7628 | 58700 | 2.9720 | 0.0119 | 0.0 | 0.0773 | 0.0 |
| 3.1185 | 5.7726 | 58800 | 3.1109 | 0.0119 | 0.0001 | 0.0772 | 0.0001 |
| 3.1398 | 5.7824 | 58900 | 3.1099 | 0.0119 | 0.0 | 0.0801 | 0.0 |
| 2.9824 | 5.7923 | 59000 | 3.0406 | 0.0119 | 0.0 | 0.0778 | 0.0 |
| 2.9332 | 5.8021 | 59100 | 2.9372 | 0.0119 | 0.0 | 0.0821 | 0.0 |
| 3.1311 | 5.8119 | 59200 | 3.0299 | 0.0119 | 0.0 | 0.0843 | 0.0 |
| 2.8479 | 5.8217 | 59300 | 2.9324 | 0.0119 | 0.0001 | 0.0922 | 0.0001 |
| 2.4512 | 5.8315 | 59400 | 2.4922 | 0.0119 | 0.0006 | 0.1334 | 0.0006 |
| 2.2673 | 5.8414 | 59500 | 2.2594 | 0.0119 | 0.0005 | 0.1419 | 0.0005 |
| 2.2725 | 5.8512 | 59600 | 2.3050 | 0.0119 | 0.0003 | 0.1453 | 0.0003 |
| 2.212 | 5.8610 | 59700 | 2.1942 | 0.0119 | 0.0006 | 0.1502 | 0.0006 |
| 2.1489 | 5.8708 | 59800 | 2.1850 | 0.0119 | 0.0008 | 0.1463 | 0.0008 |
| 2.1648 | 5.8806 | 59900 | 2.1699 | 0.0119 | 0.0008 | 0.1458 | 0.0008 |
| 2.1664 | 5.8904 | 60000 | 2.1820 | 0.0119 | 0.0003 | 0.1417 | 0.0003 |
| 2.2113 | 5.9003 | 60100 | 2.1927 | 0.0119 | 0.0003 | 0.1394 | 0.0003 |
| 2.2362 | 5.9101 | 60200 | 2.2179 | 0.0119 | 0.0003 | 0.1426 | 0.0003 |
| 3.3947 | 5.9199 | 60300 | 3.2635 | 0.0119 | 0.0001 | 0.0807 | 0.0001 |
| 2.246 | 5.9297 | 60400 | 2.2836 | 0.0119 | 0.0006 | 0.1412 | 0.0006 |
| 2.4093 | 5.9395 | 60500 | 2.4721 | 0.0119 | 0.0001 | 0.1370 | 0.0001 |
| 2.7185 | 5.9493 | 60600 | 2.8838 | 0.0119 | 0.0001 | 0.1066 | 0.0001 |
| 3.1431 | 5.9592 | 60700 | 3.2243 | 0.0119 | 0.0001 | 0.0861 | 0.0001 |
| 2.3023 | 5.9690 | 60800 | 2.2908 | 0.0119 | 0.0005 | 0.1306 | 0.0005 |
| 2.9055 | 5.9788 | 60900 | 2.9350 | 0.0119 | 0.0 | 0.0898 | 0.0 |
| 2.8843 | 5.9886 | 61000 | 2.8845 | 0.0119 | 0.0001 | 0.1069 | 0.0001 |
| 2.602 | 5.9984 | 61100 | 2.6281 | 0.0119 | 0.0003 | 0.1163 | 0.0003 |
| 2.3985 | 6.0082 | 61200 | 2.4502 | 0.0119 | 0.0003 | 0.1259 | 0.0003 |
| 2.3209 | 6.0181 | 61300 | 2.3469 | 0.0119 | 0.0003 | 0.1299 | 0.0003 |
| 2.2347 | 6.0279 | 61400 | 2.2823 | 0.0119 | 0.0003 | 0.1319 | 0.0003 |
| 2.3133 | 6.0377 | 61500 | 2.2836 | 0.0119 | 0.0003 | 0.1350 | 0.0003 |
| 2.2381 | 6.0475 | 61600 | 2.2724 | 0.0119 | 0.0005 | 0.1415 | 0.0005 |
| 2.2072 | 6.0573 | 61700 | 2.2280 | 0.0119 | 0.0008 | 0.1386 | 0.0008 |
| 2.3331 | 6.0672 | 61800 | 2.3132 | 0.0119 | 0.0004 | 0.1336 | 0.0004 |
| 2.3537 | 6.0770 | 61900 | 2.3260 | 0.0119 | 0.0002 | 0.1254 | 0.0002 |
| 2.2893 | 6.0868 | 62000 | 2.3717 | 0.0119 | 0.0004 | 0.1366 | 0.0004 |
| 2.2969 | 6.0966 | 62100 | 2.2793 | 0.0119 | 0.0006 | 0.1406 | 0.0006 |
| 2.3366 | 6.1064 | 62200 | 2.3785 | 0.0119 | 0.0003 | 0.1326 | 0.0003 |
| 2.3083 | 6.1162 | 62300 | 2.2797 | 0.0119 | 0.0012 | 0.1447 | 0.0012 |
| 3.7432 | 6.1261 | 62400 | 3.9896 | 0.0119 | 0.0 | 0.0750 | 0.0 |
| 2.2671 | 6.1359 | 62500 | 2.2681 | 0.0119 | 0.0002 | 0.1426 | 0.0002 |
| 2.2523 | 6.1457 | 62600 | 2.2656 | 0.0119 | 0.0001 | 0.1193 | 0.0001 |
| 3.5891 | 6.1555 | 62700 | 3.3667 | 0.0119 | 0.0001 | 0.0909 | 0.0001 |
| 2.4021 | 6.1653 | 62800 | 2.4864 | 0.0119 | 0.0003 | 0.1282 | 0.0003 |
| 2.4594 | 6.1751 | 62900 | 2.4703 | 0.0119 | 0.0006 | 0.1286 | 0.0006 |
| 2.5856 | 6.1850 | 63000 | 2.5171 | 0.0119 | 0.0003 | 0.1270 | 0.0003 |
| 2.4057 | 6.1948 | 63100 | 2.3942 | 0.0119 | 0.0008 | 0.1368 | 0.0008 |
| 3.3591 | 6.2046 | 63200 | 3.4451 | 0.0119 | 0.0 | 0.0707 | 0.0 |
| 2.3091 | 6.2144 | 63300 | 2.3578 | 0.0119 | 0.0004 | 0.1339 | 0.0004 |
| 3.2039 | 6.2242 | 63400 | 3.4531 | 0.0119 | 0.0 | 0.0632 | 0.0 |
| 3.3302 | 6.2340 | 63500 | 3.1037 | 0.0119 | 0.0001 | 0.0798 | 0.0001 |
| 2.5931 | 6.2439 | 63600 | 2.5468 | 0.0119 | 0.0001 | 0.1191 | 0.0001 |
| 3.0183 | 6.2537 | 63700 | 2.9695 | 0.0119 | 0.0 | 0.0865 | 0.0 |
| 2.3727 | 6.2635 | 63800 | 2.3402 | 0.0119 | 0.0007 | 0.1402 | 0.0007 |
| 2.4612 | 6.2733 | 63900 | 2.5000 | 0.0119 | 0.0001 | 0.1154 | 0.0001 |
| 2.5008 | 6.2831 | 64000 | 2.4763 | 0.0119 | 0.0008 | 0.1257 | 0.0008 |
| 2.5168 | 6.2930 | 64100 | 2.4463 | 0.0119 | 0.0002 | 0.1240 | 0.0002 |
| 2.4603 | 6.3028 | 64200 | 2.5797 | 0.0119 | 0.0006 | 0.1231 | 0.0006 |
| 2.5935 | 6.3126 | 64300 | 2.6027 | 0.0119 | 0.0003 | 0.1158 | 0.0003 |
| 3.2587 | 6.3224 | 64400 | 3.3405 | 0.0119 | 0.0001 | 0.0721 | 0.0001 |
| 2.7743 | 6.3322 | 64500 | 2.7839 | 0.0119 | 0.0 | 0.0949 | 0.0 |
| 2.5846 | 6.3420 | 64600 | 2.5073 | 0.0119 | 0.0006 | 0.1262 | 0.0006 |
| 2.5393 | 6.3519 | 64700 | 2.4750 | 0.0119 | 0.0001 | 0.1178 | 0.0001 |
| 2.433 | 6.3617 | 64800 | 2.5709 | 0.0119 | 0.0003 | 0.1126 | 0.0003 |
| 2.4209 | 6.3715 | 64900 | 2.3730 | 0.0119 | 0.0003 | 0.1379 | 0.0003 |
| 2.5038 | 6.3813 | 65000 | 2.5326 | 0.0119 | 0.0001 | 0.1139 | 0.0001 |
| 2.6267 | 6.3911 | 65100 | 2.6355 | 0.0119 | 0.0003 | 0.1165 | 0.0003 |
| 2.6132 | 6.4009 | 65200 | 2.7182 | 0.0119 | 0.0003 | 0.1096 | 0.0003 |
| 2.6314 | 6.4108 | 65300 | 2.5937 | 0.0119 | 0.0001 | 0.1132 | 0.0001 |
| 2.5671 | 6.4206 | 65400 | 2.5564 | 0.0119 | 0.0001 | 0.1137 | 0.0001 |
| 2.9096 | 6.4304 | 65500 | 2.8825 | 0.0119 | 0.0001 | 0.0951 | 0.0001 |
| 3.156 | 6.4402 | 65600 | 3.2357 | 0.0119 | 0.0 | 0.0707 | 0.0 |
| 2.5934 | 6.4500 | 65700 | 2.6131 | 0.0119 | 0.0003 | 0.1163 | 0.0003 |
| 2.4502 | 6.4598 | 65800 | 2.5123 | 0.0119 | 0.0003 | 0.1224 | 0.0003 |
| 2.4062 | 6.4697 | 65900 | 2.4568 | 0.0119 | 0.0003 | 0.1185 | 0.0003 |
| 2.4131 | 6.4795 | 66000 | 2.4255 | 0.0119 | 0.0003 | 0.1203 | 0.0003 |
| 2.3868 | 6.4893 | 66100 | 2.3938 | 0.0119 | 0.0003 | 0.1234 | 0.0003 |
| 2.6411 | 6.4991 | 66200 | 2.6508 | 0.0119 | 0.0003 | 0.1172 | 0.0003 |
| 2.6037 | 6.5089 | 66300 | 2.5796 | 0.0119 | 0.0002 | 0.1244 | 0.0002 |
| 2.7608 | 6.5188 | 66400 | 2.7548 | 0.0119 | 0.0001 | 0.1108 | 0.0001 |
| 2.8141 | 6.5286 | 66500 | 3.0940 | 0.0119 | 0.0 | 0.1001 | 0.0 |
| 3.3184 | 6.5384 | 66600 | 3.2288 | 0.0119 | 0.0002 | 0.0958 | 0.0002 |
| 2.6653 | 6.5482 | 66700 | 2.6926 | 0.0119 | 0.0003 | 0.1034 | 0.0003 |
| 2.6801 | 6.5580 | 66800 | 2.7034 | 0.0119 | 0.0001 | 0.1080 | 0.0001 |
| 2.5434 | 6.5678 | 66900 | 2.5682 | 0.0119 | 0.0005 | 0.1175 | 0.0005 |
| 2.6997 | 6.5777 | 67000 | 2.6546 | 0.0119 | 0.0003 | 0.1091 | 0.0003 |
| 2.5623 | 6.5875 | 67100 | 2.5954 | 0.0119 | 0.0001 | 0.1077 | 0.0001 |
| 2.8768 | 6.5973 | 67200 | 2.9565 | 0.0119 | 0.0001 | 0.0884 | 0.0001 |
| 2.7002 | 6.6071 | 67300 | 2.6919 | 0.0119 | 0.0002 | 0.1058 | 0.0002 |
| 2.6817 | 6.6169 | 67400 | 2.8025 | 0.0119 | 0.0001 | 0.1000 | 0.0001 |
| 2.8417 | 6.6267 | 67500 | 2.8644 | 0.0119 | 0.0001 | 0.1032 | 0.0001 |
| 2.7969 | 6.6366 | 67600 | 2.7606 | 0.0119 | 0.0001 | 0.0967 | 0.0001 |
| 2.9136 | 6.6464 | 67700 | 2.9063 | 0.0119 | 0.0001 | 0.1019 | 0.0001 |
| 2.6088 | 6.6562 | 67800 | 2.6313 | 0.0119 | 0.0003 | 0.1176 | 0.0003 |
| 2.5066 | 6.6660 | 67900 | 2.5186 | 0.0119 | 0.0007 | 0.1270 | 0.0007 |
| 2.6239 | 6.6758 | 68000 | 2.6140 | 0.0119 | 0.0003 | 0.1155 | 0.0003 |
| 3.8985 | 6.6856 | 68100 | 3.6516 | 0.0119 | 0.0001 | 0.0802 | 0.0001 |
| 3.5949 | 6.6955 | 68200 | 3.7601 | 0.0119 | 0.0 | 0.0814 | 0.0 |
| 4.2416 | 6.7053 | 68300 | 4.4240 | 0.0119 | 0.0 | 0.0732 | 0.0 |
| 5.1798 | 6.7151 | 68400 | 5.2006 | 0.0119 | 0.0 | 0.0383 | 0.0 |
| 3.9881 | 6.7249 | 68500 | 3.9400 | 0.0119 | 0.0 | 0.0808 | 0.0 |
| 5.1828 | 6.7347 | 68600 | 5.2182 | 0.0119 | 0.0 | 0.0498 | 0.0 |
| 3.9071 | 6.7446 | 68700 | 3.8454 | 0.0119 | 0.0001 | 0.0995 | 0.0001 |
| 3.3878 | 6.7544 | 68800 | 3.3732 | 0.0119 | 0.0001 | 0.0998 | 0.0001 |
| 3.5699 | 6.7642 | 68900 | 3.4141 | 0.0119 | 0.0002 | 0.1165 | 0.0002 |
| 3.2891 | 6.7740 | 69000 | 3.3649 | 0.0119 | 0.0003 | 0.1216 | 0.0003 |
| 3.0833 | 6.7838 | 69100 | 2.9983 | 0.0119 | 0.0003 | 0.1240 | 0.0003 |
| 3.4304 | 6.7936 | 69200 | 3.3197 | 0.0119 | 0.0008 | 0.1186 | 0.0008 |
| 2.8516 | 6.8035 | 69300 | 2.7907 | 0.0119 | 0.0007 | 0.1255 | 0.0007 |
| 2.6861 | 6.8133 | 69400 | 2.6175 | 0.0119 | 0.0006 | 0.1234 | 0.0006 |
| 2.5396 | 6.8231 | 69500 | 2.5670 | 0.0119 | 0.0008 | 0.1195 | 0.0008 |
| 3.2068 | 6.8329 | 69600 | 3.4402 | 0.0119 | 0.0003 | 0.1043 | 0.0003 |
| 2.6658 | 6.8427 | 69700 | 2.6539 | 0.0119 | 0.0005 | 0.1167 | 0.0005 |
| 2.7693 | 6.8525 | 69800 | 2.6800 | 0.0119 | 0.0003 | 0.1150 | 0.0003 |
| 3.0582 | 6.8624 | 69900 | 3.1915 | 0.0119 | 0.0005 | 0.1205 | 0.0005 |
| 3.0658 | 6.8722 | 70000 | 3.0104 | 0.0119 | 0.0001 | 0.1239 | 0.0001 |
| 3.1593 | 6.8820 | 70100 | 3.1247 | 0.0119 | 0.0001 | 0.1227 | 0.0001 |
| 3.4209 | 6.8918 | 70200 | 3.4335 | 0.0119 | 0.0 | 0.0963 | 0.0 |
| 3.0981 | 6.9016 | 70300 | 3.2113 | 0.0119 | 0.0001 | 0.1033 | 0.0001 |
| 3.925 | 6.9114 | 70400 | 3.8084 | 0.0119 | 0.0001 | 0.0852 | 0.0001 |
| 3.439 | 6.9213 | 70500 | 3.3908 | 0.0119 | 0.0 | 0.1048 | 0.0 |
| 2.9814 | 6.9311 | 70600 | 3.0118 | 0.0119 | 0.0001 | 0.1164 | 0.0001 |
| 2.8504 | 6.9409 | 70700 | 2.8596 | 0.0119 | 0.0003 | 0.1233 | 0.0003 |
| 2.6294 | 6.9507 | 70800 | 2.6531 | 0.0119 | 0.0003 | 0.1217 | 0.0003 |
| 2.5995 | 6.9605 | 70900 | 2.6434 | 0.0119 | 0.0001 | 0.1047 | 0.0001 |
| 2.8725 | 6.9704 | 71000 | 2.9654 | 0.0119 | 0.0001 | 0.1071 | 0.0001 |
| 3.2357 | 6.9802 | 71100 | 3.2074 | 0.0119 | 0.0 | 0.0974 | 0.0 |
| 3.8832 | 6.9900 | 71200 | 3.7011 | 0.0119 | 0.0 | 0.1024 | 0.0 |
| 5.0533 | 6.9998 | 71300 | 4.8895 | 0.0119 | 0.0001 | 0.0649 | 0.0001 |
| 3.0182 | 7.0096 | 71400 | 2.9849 | 0.0119 | 0.0001 | 0.0994 | 0.0001 |
| 7.0022 | 7.0194 | 71500 | 6.9395 | 0.0119 | 0.0 | 0.0058 | 0.0 |
| 7.1147 | 7.0293 | 71600 | 7.7318 | 0.0119 | 0.0 | 0.0016 | 0.0 |
| 4.1955 | 7.0391 | 71700 | 4.5156 | 0.0119 | 0.0 | 0.0709 | 0.0 |
| 3.4746 | 7.0489 | 71800 | 3.4047 | 0.0119 | 0.0 | 0.0713 | 0.0 |
| 6.4993 | 7.0587 | 71900 | 6.1961 | 0.0119 | 0.0 | 0.0107 | 0.0 |
| 4.9427 | 7.0685 | 72000 | 5.2470 | 0.0119 | 0.0 | 0.0428 | 0.0 |
| 4.3913 | 7.0783 | 72100 | 4.3730 | 0.0119 | 0.0 | 0.0487 | 0.0 |
| 3.5718 | 7.0882 | 72200 | 3.5413 | 0.0119 | 0.0 | 0.0643 | 0.0 |
| 3.6461 | 7.0980 | 72300 | 3.6365 | 0.0119 | 0.0 | 0.0575 | 0.0 |
| 3.478 | 7.1078 | 72400 | 3.4180 | 0.0119 | 0.0 | 0.0580 | 0.0 |
| 3.0761 | 7.1176 | 72500 | 3.0821 | 0.0119 | 0.0 | 0.0800 | 0.0 |
| 3.2274 | 7.1274 | 72600 | 3.1836 | 0.0119 | 0.0 | 0.0716 | 0.0 |
| 3.6506 | 7.1372 | 72700 | 3.6756 | 0.0119 | 0.0001 | 0.0802 | 0.0001 |
| 3.862 | 7.1471 | 72800 | 3.9618 | 0.0119 | 0.0 | 0.0784 | 0.0 |
| 3.9771 | 7.1569 | 72900 | 3.8541 | 0.0119 | 0.0 | 0.0568 | 0.0 |
| 6.056 | 7.1667 | 73000 | 5.7134 | 0.0119 | 0.0 | 0.0605 | 0.0 |
| 9.6816 | 7.1765 | 73100 | 9.6263 | 0.0119 | 0.0 | 0.0029 | 0.0 |
| 12.8539 | 7.1863 | 73200 | 12.2790 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 12.7915 | 7.1962 | 73300 | 12.9348 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.6451 | 7.2060 | 73400 | 13.8645 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.3928 | 7.2158 | 73500 | 14.6542 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.2607 | 7.2256 | 73600 | 14.5199 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.9069 | 7.2354 | 73700 | 13.9033 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.7145 | 7.2452 | 73800 | 13.5359 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.4383 | 7.2551 | 73900 | 12.4093 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.1011 | 7.2649 | 74000 | 12.1617 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 9.0202 | 7.2747 | 74100 | 8.3444 | 0.0119 | 0.0 | 0.0179 | 0.0 |
| 12.3987 | 7.2845 | 74200 | 12.3913 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.2346 | 7.2943 | 74300 | 12.1501 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 10.4835 | 7.3041 | 74400 | 10.5468 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 9.6496 | 7.3140 | 74500 | 9.4032 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 7.4533 | 7.3238 | 74600 | 7.4000 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 5.2193 | 7.3336 | 74700 | 5.0752 | 0.0119 | 0.0 | 0.0292 | 0.0 |
| 5.0217 | 7.3434 | 74800 | 5.0554 | 0.0119 | 0.0 | 0.0302 | 0.0 |
| 5.5947 | 7.3532 | 74900 | 5.4876 | 0.0119 | 0.0 | 0.0067 | 0.0 |
| 4.301 | 7.3630 | 75000 | 4.2575 | 0.0119 | 0.0 | 0.0638 | 0.0 |
| 4.4473 | 7.3729 | 75100 | 4.3270 | 0.0119 | 0.0 | 0.0660 | 0.0 |
| 4.22 | 7.3827 | 75200 | 4.1971 | 0.0119 | 0.0 | 0.0734 | 0.0 |
| 4.0552 | 7.3925 | 75300 | 3.9786 | 0.0119 | 0.0 | 0.0669 | 0.0 |
| 5.1573 | 7.4023 | 75400 | 5.1444 | 0.0119 | 0.0 | 0.0401 | 0.0 |
| 4.7097 | 7.4121 | 75500 | 4.7855 | 0.0119 | 0.0 | 0.0469 | 0.0 |
| 4.1321 | 7.4220 | 75600 | 4.1957 | 0.0119 | 0.0 | 0.0526 | 0.0 |
| 3.3536 | 7.4318 | 75700 | 3.3853 | 0.0119 | 0.0 | 0.0685 | 0.0 |
| 3.2179 | 7.4416 | 75800 | 3.2109 | 0.0119 | 0.0 | 0.0902 | 0.0 |
| 3.1107 | 7.4514 | 75900 | 3.1838 | 0.0119 | 0.0 | 0.0675 | 0.0 |
| 3.232 | 7.4612 | 76000 | 3.2304 | 0.0119 | 0.0 | 0.0470 | 0.0 |
| 3.0164 | 7.4710 | 76100 | 3.1136 | 0.0119 | 0.0001 | 0.0664 | 0.0001 |
| 3.1257 | 7.4809 | 76200 | 3.1176 | 0.0119 | 0.0 | 0.0600 | 0.0 |
| 3.0524 | 7.4907 | 76300 | 3.0605 | 0.0119 | 0.0 | 0.0632 | 0.0 |
| 3.0945 | 7.5005 | 76400 | 3.1205 | 0.0119 | 0.0 | 0.0552 | 0.0 |
| 3.0869 | 7.5103 | 76500 | 3.1107 | 0.0119 | 0.0 | 0.0635 | 0.0 |
| 3.2098 | 7.5201 | 76600 | 3.1831 | 0.0119 | 0.0001 | 0.0529 | 0.0001 |
| 3.3866 | 7.5299 | 76700 | 3.2743 | 0.0119 | 0.0 | 0.0464 | 0.0 |
| 3.3904 | 7.5398 | 76800 | 3.3385 | 0.0119 | 0.0 | 0.0418 | 0.0 |
| 3.1422 | 7.5496 | 76900 | 3.1735 | 0.0119 | 0.0 | 0.0481 | 0.0 |
| 3.1158 | 7.5594 | 77000 | 3.1152 | 0.0119 | 0.0001 | 0.0550 | 0.0001 |
| 3.0438 | 7.5692 | 77100 | 3.1054 | 0.0119 | 0.0 | 0.0696 | 0.0 |
| 2.9699 | 7.5790 | 77200 | 3.0577 | 0.0119 | 0.0 | 0.0734 | 0.0 |
| 3.1436 | 7.5888 | 77300 | 3.1345 | 0.0119 | 0.0001 | 0.0548 | 0.0001 |
| 3.1587 | 7.5987 | 77400 | 3.1356 | 0.0119 | 0.0001 | 0.0660 | 0.0001 |
| 3.0496 | 7.6085 | 77500 | 3.0232 | 0.0119 | 0.0 | 0.0654 | 0.0 |
| 3.1136 | 7.6183 | 77600 | 3.1352 | 0.0119 | 0.0 | 0.0833 | 0.0 |
| 3.2314 | 7.6281 | 77700 | 3.2345 | 0.0119 | 0.0 | 0.0732 | 0.0 |
| 3.0821 | 7.6379 | 77800 | 3.1052 | 0.0119 | 0.0001 | 0.0761 | 0.0001 |
| 3.1254 | 7.6478 | 77900 | 3.1171 | 0.0119 | 0.0 | 0.0829 | 0.0 |
| 2.9905 | 7.6576 | 78000 | 3.0147 | 0.0119 | 0.0 | 0.0703 | 0.0 |
| 2.8944 | 7.6674 | 78100 | 2.9235 | 0.0119 | 0.0 | 0.0784 | 0.0 |
| 2.9411 | 7.6772 | 78200 | 2.9430 | 0.0119 | 0.0 | 0.0792 | 0.0 |
| 2.914 | 7.6870 | 78300 | 2.9242 | 0.0119 | 0.0 | 0.0882 | 0.0 |
| 2.9428 | 7.6968 | 78400 | 2.9654 | 0.0119 | 0.0 | 0.0843 | 0.0 |
| 3.0278 | 7.7067 | 78500 | 3.0286 | 0.0119 | 0.0 | 0.0809 | 0.0 |
| 3.1115 | 7.7165 | 78600 | 3.1058 | 0.0119 | 0.0 | 0.0779 | 0.0 |
| 3.0991 | 7.7263 | 78700 | 3.1353 | 0.0119 | 0.0 | 0.0769 | 0.0 |
| 3.0818 | 7.7361 | 78800 | 3.0188 | 0.0119 | 0.0 | 0.0944 | 0.0 |
| 3.0581 | 7.7459 | 78900 | 3.0351 | 0.0119 | 0.0 | 0.0889 | 0.0 |
| 3.0768 | 7.7557 | 79000 | 3.1256 | 0.0119 | 0.0002 | 0.0953 | 0.0002 |
| 3.1994 | 7.7656 | 79100 | 3.2104 | 0.0119 | 0.0002 | 0.0960 | 0.0002 |
| 3.1287 | 7.7754 | 79200 | 3.0956 | 0.0119 | 0.0 | 0.0782 | 0.0 |
| 3.0389 | 7.7852 | 79300 | 3.0677 | 0.0119 | 0.0 | 0.0863 | 0.0 |
| 3.0335 | 7.7950 | 79400 | 3.0412 | 0.0119 | 0.0001 | 0.0877 | 0.0001 |
| 3.0349 | 7.8048 | 79500 | 3.0142 | 0.0119 | 0.0 | 0.0767 | 0.0 |
| 2.9295 | 7.8146 | 79600 | 2.9398 | 0.0119 | 0.0 | 0.0767 | 0.0 |
| 2.9791 | 7.8245 | 79700 | 2.9567 | 0.0119 | 0.0001 | 0.1076 | 0.0001 |
| 2.874 | 7.8343 | 79800 | 2.8773 | 0.0119 | 0.0001 | 0.1082 | 0.0001 |
| 2.8267 | 7.8441 | 79900 | 2.8333 | 0.0119 | 0.0004 | 0.1102 | 0.0004 |
| 2.9677 | 7.8539 | 80000 | 2.9415 | 0.0119 | 0.0001 | 0.0965 | 0.0001 |
| 3.0372 | 7.8637 | 80100 | 3.0570 | 0.0119 | 0.0001 | 0.0735 | 0.0001 |
| 3.1536 | 7.8736 | 80200 | 3.1234 | 0.0119 | 0.0 | 0.0621 | 0.0 |
| 3.0341 | 7.8834 | 80300 | 3.1162 | 0.0119 | 0.0 | 0.0537 | 0.0 |
| 3.0571 | 7.8932 | 80400 | 3.0842 | 0.0119 | 0.0 | 0.0564 | 0.0 |
| 3.0483 | 7.9030 | 80500 | 3.0574 | 0.0119 | 0.0 | 0.0584 | 0.0 |
| 2.9155 | 7.9128 | 80600 | 2.9746 | 0.0119 | 0.0 | 0.0697 | 0.0 |
| 2.9468 | 7.9226 | 80700 | 2.9900 | 0.0119 | 0.0 | 0.0738 | 0.0 |
| 3.0457 | 7.9325 | 80800 | 3.0377 | 0.0119 | 0.0 | 0.0606 | 0.0 |
| 3.1005 | 7.9423 | 80900 | 3.1151 | 0.0119 | 0.0 | 0.0541 | 0.0 |
| 3.0433 | 7.9521 | 81000 | 3.1019 | 0.0119 | 0.0 | 0.0575 | 0.0 |
| 3.0861 | 7.9619 | 81100 | 3.0887 | 0.0119 | 0.0 | 0.0530 | 0.0 |
| 3.1424 | 7.9717 | 81200 | 3.1782 | 0.0119 | 0.0 | 0.0481 | 0.0 |
| 3.311 | 7.9815 | 81300 | 3.2305 | 0.0119 | 0.0001 | 0.0447 | 0.0001 |
| 3.3281 | 7.9914 | 81400 | 3.3239 | 0.0119 | 0.0 | 0.0391 | 0.0 |
| 2.9861 | 8.0012 | 81500 | 3.0580 | 0.0119 | 0.0 | 0.0581 | 0.0 |
| 3.135 | 8.0110 | 81600 | 3.1525 | 0.0119 | 0.0 | 0.0429 | 0.0 |
| 3.0803 | 8.0208 | 81700 | 3.0911 | 0.0119 | 0.0 | 0.0507 | 0.0 |
| 3.0647 | 8.0306 | 81800 | 3.0695 | 0.0119 | 0.0 | 0.0639 | 0.0 |
| 3.1463 | 8.0404 | 81900 | 3.1479 | 0.0119 | 0.0 | 0.0488 | 0.0 |
| 3.2407 | 8.0503 | 82000 | 3.1985 | 0.0119 | 0.0 | 0.0460 | 0.0 |
| 3.0983 | 8.0601 | 82100 | 3.1403 | 0.0119 | 0.0 | 0.0427 | 0.0 |
| 3.1446 | 8.0699 | 82200 | 3.1721 | 0.0119 | 0.0 | 0.0419 | 0.0 |
| 3.2169 | 8.0797 | 82300 | 3.1940 | 0.0119 | 0.0 | 0.0499 | 0.0 |
| 3.1541 | 8.0895 | 82400 | 3.1703 | 0.0119 | 0.0 | 0.0458 | 0.0 |
| 3.1801 | 8.0994 | 82500 | 3.1750 | 0.0119 | 0.0001 | 0.0483 | 0.0001 |
| 3.1912 | 8.1092 | 82600 | 3.1916 | 0.0119 | 0.0 | 0.0417 | 0.0 |
| 3.1973 | 8.1190 | 82700 | 3.2079 | 0.0119 | 0.0 | 0.0472 | 0.0 |
| 3.1925 | 8.1288 | 82800 | 3.2267 | 0.0119 | 0.0 | 0.0439 | 0.0 |
| 3.0396 | 8.1386 | 82900 | 3.0872 | 0.0119 | 0.0 | 0.0599 | 0.0 |
| 2.8722 | 8.1484 | 83000 | 2.9156 | 0.0119 | 0.0 | 0.0786 | 0.0 |
| 2.7985 | 8.1583 | 83100 | 2.8275 | 0.0119 | 0.0 | 0.0877 | 0.0 |
| 2.8709 | 8.1681 | 83200 | 2.8687 | 0.0119 | 0.0 | 0.0766 | 0.0 |
| 2.8447 | 8.1779 | 83300 | 2.8031 | 0.0119 | 0.0001 | 0.0985 | 0.0001 |
| 2.8466 | 8.1877 | 83400 | 2.7818 | 0.0119 | 0.0 | 0.0941 | 0.0 |
| 2.7659 | 8.1975 | 83500 | 2.8072 | 0.0119 | 0.0 | 0.0921 | 0.0 |
| 2.94 | 8.2073 | 83600 | 2.9305 | 0.0119 | 0.0 | 0.0787 | 0.0 |
| 2.7986 | 8.2172 | 83700 | 2.8683 | 0.0119 | 0.0001 | 0.1049 | 0.0001 |
| 2.8692 | 8.2270 | 83800 | 2.9199 | 0.0119 | 0.0001 | 0.0950 | 0.0001 |
| 2.9888 | 8.2368 | 83900 | 3.0110 | 0.0119 | 0.0 | 0.0816 | 0.0 |
| 2.9327 | 8.2466 | 84000 | 2.8991 | 0.0119 | 0.0 | 0.0839 | 0.0 |
| 3.3388 | 8.2564 | 84100 | 3.2439 | 0.0119 | 0.0001 | 0.0799 | 0.0001 |
| 3.2456 | 8.2662 | 84200 | 3.1506 | 0.0119 | 0.0001 | 0.0785 | 0.0001 |
| 3.2439 | 8.2761 | 84300 | 3.1509 | 0.0119 | 0.0 | 0.0806 | 0.0 |
| 3.2304 | 8.2859 | 84400 | 3.3216 | 0.0119 | 0.0 | 0.0699 | 0.0 |
| 3.6049 | 8.2957 | 84500 | 3.5981 | 0.0119 | 0.0 | 0.0533 | 0.0 |
| 3.7255 | 8.3055 | 84600 | 3.7602 | 0.0119 | 0.0 | 0.0515 | 0.0 |
| 3.2609 | 8.3153 | 84700 | 3.3182 | 0.0119 | 0.0 | 0.0586 | 0.0 |
| 3.23 | 8.3252 | 84800 | 3.2645 | 0.0119 | 0.0 | 0.0646 | 0.0 |
| 3.2741 | 8.3350 | 84900 | 3.2850 | 0.0119 | 0.0 | 0.0567 | 0.0 |
| 3.3408 | 8.3448 | 85000 | 3.2690 | 0.0119 | 0.0 | 0.0519 | 0.0 |
| 3.2082 | 8.3546 | 85100 | 3.2019 | 0.0119 | 0.0 | 0.0530 | 0.0 |
| 3.2784 | 8.3644 | 85200 | 3.2874 | 0.0119 | 0.0 | 0.0446 | 0.0 |
| 3.2729 | 8.3742 | 85300 | 3.3118 | 0.0119 | 0.0 | 0.0480 | 0.0 |
| 3.4419 | 8.3841 | 85400 | 3.4173 | 0.0119 | 0.0 | 0.0534 | 0.0 |
| 3.2907 | 8.3939 | 85500 | 3.3837 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 3.2722 | 8.4037 | 85600 | 3.2320 | 0.0119 | 0.0 | 0.0542 | 0.0 |
| 3.2391 | 8.4135 | 85700 | 3.1959 | 0.0119 | 0.0 | 0.0544 | 0.0 |
| 3.2746 | 8.4233 | 85800 | 3.2930 | 0.0119 | 0.0 | 0.0463 | 0.0 |
| 3.1847 | 8.4331 | 85900 | 3.2165 | 0.0119 | 0.0001 | 0.0546 | 0.0001 |
| 3.3475 | 8.4430 | 86000 | 3.3057 | 0.0119 | 0.0 | 0.0548 | 0.0 |
| 3.2279 | 8.4528 | 86100 | 3.2991 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 3.2391 | 8.4626 | 86200 | 3.3229 | 0.0119 | 0.0 | 0.0502 | 0.0 |
| 3.3557 | 8.4724 | 86300 | 3.3948 | 0.0119 | 0.0 | 0.0549 | 0.0 |
| 3.3304 | 8.4822 | 86400 | 3.4295 | 0.0119 | 0.0 | 0.0549 | 0.0 |
| 3.2297 | 8.4920 | 86500 | 3.2696 | 0.0119 | 0.0 | 0.0633 | 0.0 |
| 3.2367 | 8.5019 | 86600 | 3.2748 | 0.0119 | 0.0 | 0.0635 | 0.0 |
| 3.3648 | 8.5117 | 86700 | 3.3619 | 0.0119 | 0.0 | 0.0542 | 0.0 |
| 3.3243 | 8.5215 | 86800 | 3.3304 | 0.0119 | 0.0 | 0.0573 | 0.0 |
| 3.3021 | 8.5313 | 86900 | 3.2847 | 0.0119 | 0.0 | 0.0496 | 0.0 |
| 3.3249 | 8.5411 | 87000 | 3.3088 | 0.0119 | 0.0 | 0.0629 | 0.0 |
| 3.4716 | 8.5510 | 87100 | 3.4659 | 0.0119 | 0.0 | 0.0418 | 0.0 |
| 3.4031 | 8.5608 | 87200 | 3.2442 | 0.0119 | 0.0 | 0.0614 | 0.0 |
| 3.2668 | 8.5706 | 87300 | 3.1791 | 0.0119 | 0.0 | 0.0718 | 0.0 |
| 3.179 | 8.5804 | 87400 | 3.1987 | 0.0119 | 0.0001 | 0.0573 | 0.0001 |
| 3.1866 | 8.5902 | 87500 | 3.1773 | 0.0119 | 0.0 | 0.0607 | 0.0 |
| 3.1611 | 8.6000 | 87600 | 3.1961 | 0.0119 | 0.0 | 0.0694 | 0.0 |
| 3.1337 | 8.6099 | 87700 | 3.1325 | 0.0119 | 0.0 | 0.0771 | 0.0 |
| 3.0083 | 8.6197 | 87800 | 3.0847 | 0.0119 | 0.0 | 0.0721 | 0.0 |
| 3.154 | 8.6295 | 87900 | 3.0799 | 0.0119 | 0.0 | 0.0695 | 0.0 |
| 3.0894 | 8.6393 | 88000 | 3.0848 | 0.0119 | 0.0 | 0.0747 | 0.0 |
| 3.1161 | 8.6491 | 88100 | 3.1163 | 0.0119 | 0.0 | 0.0704 | 0.0 |
| 3.1295 | 8.6589 | 88200 | 3.1806 | 0.0119 | 0.0 | 0.0734 | 0.0 |
| 3.1729 | 8.6688 | 88300 | 3.1865 | 0.0119 | 0.0 | 0.0778 | 0.0 |
| 3.2019 | 8.6786 | 88400 | 3.1661 | 0.0119 | 0.0 | 0.0805 | 0.0 |
| 3.0778 | 8.6884 | 88500 | 3.0385 | 0.0119 | 0.0 | 0.0776 | 0.0 |
| 2.984 | 8.6982 | 88600 | 3.0279 | 0.0119 | 0.0 | 0.0777 | 0.0 |
| 2.9957 | 8.7080 | 88700 | 3.0383 | 0.0119 | 0.0 | 0.0788 | 0.0 |
| 3.1403 | 8.7178 | 88800 | 3.0881 | 0.0119 | 0.0 | 0.0780 | 0.0 |
| 3.0227 | 8.7277 | 88900 | 3.0629 | 0.0119 | 0.0 | 0.0753 | 0.0 |
| 3.1132 | 8.7375 | 89000 | 3.0464 | 0.0119 | 0.0 | 0.0683 | 0.0 |
| 3.0269 | 8.7473 | 89100 | 3.0491 | 0.0119 | 0.0 | 0.0772 | 0.0 |
| 2.99 | 8.7571 | 89200 | 3.0062 | 0.0119 | 0.0 | 0.0805 | 0.0 |
| 3.034 | 8.7669 | 89300 | 3.0761 | 0.0119 | 0.0 | 0.0793 | 0.0 |
| 3.0198 | 8.7768 | 89400 | 3.0233 | 0.0119 | 0.0 | 0.0805 | 0.0 |
| 3.0814 | 8.7866 | 89500 | 3.0742 | 0.0119 | 0.0 | 0.0794 | 0.0 |
| 2.9951 | 8.7964 | 89600 | 3.0486 | 0.0119 | 0.0 | 0.0747 | 0.0 |
| 2.9773 | 8.8062 | 89700 | 3.0383 | 0.0119 | 0.0 | 0.0786 | 0.0 |
| 3.0841 | 8.8160 | 89800 | 3.0609 | 0.0119 | 0.0 | 0.0783 | 0.0 |
| 3.0128 | 8.8258 | 89900 | 3.0714 | 0.0119 | 0.0 | 0.0787 | 0.0 |
| 3.0937 | 8.8357 | 90000 | 3.0593 | 0.0119 | 0.0 | 0.0766 | 0.0 |
| 3.1123 | 8.8455 | 90100 | 3.0858 | 0.0119 | 0.0 | 0.0806 | 0.0 |
| 3.2331 | 8.8553 | 90200 | 3.0853 | 0.0119 | 0.0 | 0.0783 | 0.0 |
| 3.0856 | 8.8651 | 90300 | 3.0964 | 0.0119 | 0.0001 | 0.0797 | 0.0001 |
| 3.2175 | 8.8749 | 90400 | 3.0932 | 0.0119 | 0.0 | 0.0795 | 0.0 |
| 3.0959 | 8.8847 | 90500 | 3.2107 | 0.0119 | 0.0 | 0.0724 | 0.0 |
| 3.1562 | 8.8946 | 90600 | 3.1490 | 0.0119 | 0.0001 | 0.0759 | 0.0001 |
| 3.1658 | 8.9044 | 90700 | 3.1711 | 0.0119 | 0.0 | 0.0813 | 0.0 |
| 3.1387 | 8.9142 | 90800 | 3.1197 | 0.0119 | 0.0 | 0.0804 | 0.0 |
| 3.1458 | 8.9240 | 90900 | 3.1008 | 0.0119 | 0.0 | 0.0823 | 0.0 |
| 3.2059 | 8.9338 | 91000 | 3.1292 | 0.0119 | 0.0 | 0.0813 | 0.0 |
| 3.0339 | 8.9436 | 91100 | 3.1193 | 0.0119 | 0.0 | 0.0782 | 0.0 |
| 3.138 | 8.9535 | 91200 | 3.0601 | 0.0119 | 0.0001 | 0.0799 | 0.0001 |
| 3.1363 | 8.9633 | 91300 | 3.1889 | 0.0119 | 0.0 | 0.0645 | 0.0 |
| 3.1347 | 8.9731 | 91400 | 3.1817 | 0.0119 | 0.0001 | 0.0775 | 0.0001 |
| 3.0324 | 8.9829 | 91500 | 3.0299 | 0.0119 | 0.0001 | 0.0858 | 0.0001 |
| 3.0885 | 8.9927 | 91600 | 3.1003 | 0.0119 | 0.0001 | 0.0816 | 0.0001 |
| 3.018 | 9.0026 | 91700 | 3.0035 | 0.0119 | 0.0001 | 0.0915 | 0.0001 |
| 3.0266 | 9.0124 | 91800 | 3.0476 | 0.0119 | 0.0 | 0.0835 | 0.0 |
| 2.9556 | 9.0222 | 91900 | 3.0186 | 0.0119 | 0.0001 | 0.0806 | 0.0001 |
| 3.0202 | 9.0320 | 92000 | 2.9853 | 0.0119 | 0.0 | 0.0877 | 0.0 |
| 2.8796 | 9.0418 | 92100 | 2.8843 | 0.0119 | 0.0 | 0.0899 | 0.0 |
| 2.8408 | 9.0516 | 92200 | 2.8991 | 0.0119 | 0.0 | 0.0970 | 0.0 |
| 2.9863 | 9.0615 | 92300 | 2.9520 | 0.0119 | 0.0 | 0.0842 | 0.0 |
| 2.8229 | 9.0713 | 92400 | 2.8646 | 0.0119 | 0.0 | 0.0965 | 0.0 |
| 2.873 | 9.0811 | 92500 | 2.8688 | 0.0119 | 0.0 | 0.0992 | 0.0 |
| 2.8454 | 9.0909 | 92600 | 2.9015 | 0.0119 | 0.0001 | 0.0953 | 0.0001 |
| 2.9456 | 9.1007 | 92700 | 2.9043 | 0.0119 | 0.0001 | 0.0960 | 0.0001 |
| 2.9831 | 9.1105 | 92800 | 2.9850 | 0.0119 | 0.0001 | 0.0911 | 0.0001 |
| 2.9071 | 9.1204 | 92900 | 2.8789 | 0.0119 | 0.0003 | 0.1006 | 0.0003 |
| 3.0066 | 9.1302 | 93000 | 2.9085 | 0.0119 | 0.0 | 0.0993 | 0.0 |
| 3.039 | 9.1400 | 93100 | 3.1292 | 0.0119 | 0.0 | 0.0821 | 0.0 |
| 35.5258 | 9.1498 | 93200 | 35.4359 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.275 | 9.1596 | 93300 | 28.0807 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.6342 | 9.1694 | 93400 | 29.6651 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.3426 | 9.1793 | 93500 | 29.3632 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.9729 | 9.1891 | 93600 | 29.8937 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7748 | 9.1989 | 93700 | 30.6098 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.4736 | 9.2087 | 93800 | 31.3090 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.3456 | 9.2185 | 93900 | 31.5477 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.0312 | 9.2284 | 94000 | 30.1013 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.511 | 9.2382 | 94100 | 30.5265 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.6505 | 9.2480 | 94200 | 30.8458 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.035 | 9.2578 | 94300 | 32.0197 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.7158 | 9.2676 | 94400 | 21.3094 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 3.5884 | 9.2774 | 94500 | 3.4868 | 0.0119 | 0.0 | 0.0752 | 0.0 |
| 34.8477 | 9.2873 | 94600 | 34.7902 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 34.0148 | 9.2971 | 94700 | 33.9250 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 35.6125 | 9.3069 | 94800 | 35.4186 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 34.6727 | 9.3167 | 94900 | 34.5798 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 34.8498 | 9.3265 | 95000 | 34.6216 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 34.8338 | 9.3363 | 95100 | 34.8203 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 3.5425 | 9.3462 | 95200 | 3.4000 | 0.0119 | 0.0001 | 0.0750 | 0.0001 |
| 3.6389 | 9.3560 | 95300 | 3.6391 | 0.0119 | 0.0 | 0.0686 | 0.0 |
| 6.6099 | 9.3658 | 95400 | 4.9514 | 0.0119 | 0.0001 | 0.0530 | 0.0001 |
| 9.6168 | 9.3756 | 95500 | 5.2352 | 0.0119 | 0.0 | 0.0455 | 0.0 |
| 3.271 | 9.3854 | 95600 | 3.4288 | 0.0119 | 0.0 | 0.0642 | 0.0 |
| 3.3529 | 9.3952 | 95700 | 3.5557 | 0.0119 | 0.0 | 0.0712 | 0.0 |
| 3.2647 | 9.4051 | 95800 | 3.2916 | 0.0119 | 0.0001 | 0.0807 | 0.0001 |
| 2.8587 | 9.4149 | 95900 | 2.9000 | 0.0119 | 0.0003 | 0.0992 | 0.0003 |
| 2.9479 | 9.4247 | 96000 | 2.9209 | 0.0119 | 0.0002 | 0.1030 | 0.0002 |
| 3.0412 | 9.4345 | 96100 | 3.0714 | 0.0119 | 0.0 | 0.0881 | 0.0 |
| 2.9846 | 9.4443 | 96200 | 3.0153 | 0.0119 | 0.0001 | 0.0871 | 0.0001 |
| 2.9022 | 9.4542 | 96300 | 2.9419 | 0.0119 | 0.0 | 0.0895 | 0.0 |
| 2.9041 | 9.4640 | 96400 | 2.9836 | 0.0119 | 0.0001 | 0.0846 | 0.0001 |
| 2.9034 | 9.4738 | 96500 | 2.9666 | 0.0119 | 0.0001 | 0.0920 | 0.0001 |
| 2.8917 | 9.4836 | 96600 | 2.8954 | 0.0119 | 0.0003 | 0.0975 | 0.0003 |
| 3.0047 | 9.4934 | 96700 | 3.0136 | 0.0119 | 0.0002 | 0.0936 | 0.0002 |
| 3.0463 | 9.5032 | 96800 | 3.1397 | 0.0119 | 0.0001 | 0.0818 | 0.0001 |
| 3.2301 | 9.5131 | 96900 | 3.2359 | 0.0119 | 0.0003 | 0.0795 | 0.0003 |
| 3.2205 | 9.5229 | 97000 | 3.1956 | 0.0119 | 0.0 | 0.0784 | 0.0 |
| 2.9429 | 9.5327 | 97100 | 2.9787 | 0.0119 | 0.0001 | 0.0905 | 0.0001 |
| 3.0506 | 9.5425 | 97200 | 3.0268 | 0.0119 | 0.0001 | 0.0886 | 0.0001 |
| 3.2482 | 9.5523 | 97300 | 3.1662 | 0.0119 | 0.0001 | 0.0812 | 0.0001 |
| 3.2346 | 9.5621 | 97400 | 3.3062 | 0.0119 | 0.0 | 0.0846 | 0.0 |
| 3.2162 | 9.5720 | 97500 | 3.3081 | 0.0119 | 0.0 | 0.0893 | 0.0 |
| 3.4086 | 9.5818 | 97600 | 3.3057 | 0.0119 | 0.0004 | 0.0854 | 0.0004 |
| 3.1149 | 9.5916 | 97700 | 3.1673 | 0.0119 | 0.0003 | 0.0901 | 0.0003 |
| 3.9657 | 9.6014 | 97800 | 3.8611 | 0.0119 | 0.0 | 0.0634 | 0.0 |
| 4.7197 | 9.6112 | 97900 | 4.5488 | 0.0119 | 0.0 | 0.0685 | 0.0 |
| 6.0292 | 9.6210 | 98000 | 6.2433 | 0.0119 | 0.0 | 0.0385 | 0.0 |
| 4.3682 | 9.6309 | 98100 | 4.4969 | 0.0119 | 0.0 | 0.0624 | 0.0 |
| 4.7803 | 9.6407 | 98200 | 4.7412 | 0.0119 | 0.0 | 0.0644 | 0.0 |
| 4.01 | 9.6505 | 98300 | 4.0183 | 0.0119 | 0.0 | 0.0837 | 0.0 |
| 4.2414 | 9.6603 | 98400 | 4.1860 | 0.0119 | 0.0001 | 0.0751 | 0.0001 |
| 6.3734 | 9.6701 | 98500 | 5.2706 | 0.0119 | 0.0 | 0.0528 | 0.0 |
| 6.6918 | 9.6800 | 98600 | 6.6603 | 0.0119 | 0.0 | 0.0232 | 0.0 |
| 5.052 | 9.6898 | 98700 | 5.1610 | 0.0119 | 0.0 | 0.0575 | 0.0 |
| 6.6756 | 9.6996 | 98800 | 6.4404 | 0.0119 | 0.0 | 0.0273 | 0.0 |
| 5.6009 | 9.7094 | 98900 | 5.7007 | 0.0119 | 0.0 | 0.0368 | 0.0 |
| 9.1389 | 9.7192 | 99000 | 8.9667 | 0.0119 | 0.0 | 0.0074 | 0.0 |
| 11.2275 | 9.7290 | 99100 | 11.1209 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 16.2301 | 9.7389 | 99200 | 17.0616 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.3129 | 9.7487 | 99300 | 15.4532 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.8077 | 9.7585 | 99400 | 18.6014 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.353 | 9.7683 | 99500 | 26.5024 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 22.4419 | 9.7781 | 99600 | 22.1770 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.0057 | 9.7879 | 99700 | 11.0156 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 8.9175 | 9.7978 | 99800 | 8.6458 | 0.0119 | 0.0 | 0.0102 | 0.0 |
| 8.2048 | 9.8076 | 99900 | 7.3678 | 0.0119 | 0.0 | 0.0238 | 0.0 |
| 9.494 | 9.8174 | 100000 | 9.7548 | 0.0119 | 0.0 | 0.0011 | 0.0 |
| 12.9818 | 9.8272 | 100100 | 17.4781 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.0064 | 9.8370 | 100200 | 14.3118 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.6437 | 9.8468 | 100300 | 12.0165 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 8.0351 | 9.8567 | 100400 | 8.2599 | 0.0119 | 0.0 | 0.0051 | 0.0 |
| 6.0177 | 9.8665 | 100500 | 5.9054 | 0.0119 | 0.0 | 0.0240 | 0.0 |
| 4.6748 | 9.8763 | 100600 | 4.6974 | 0.0119 | 0.0 | 0.0345 | 0.0 |
| 6.3271 | 9.8861 | 100700 | 6.4047 | 0.0119 | 0.0 | 0.0147 | 0.0 |
| 4.2126 | 9.8959 | 100800 | 4.2428 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 22.1745 | 9.9058 | 100900 | 21.2961 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 21.9493 | 9.9156 | 101000 | 20.1843 | 0.0119 | 0.0 | 0.0014 | 0.0 |
| 5.2912 | 9.9254 | 101100 | 5.3076 | 0.0119 | 0.0 | 0.0377 | 0.0 |
| 5.0324 | 9.9352 | 101200 | 5.4385 | 0.0119 | 0.0 | 0.0431 | 0.0 |
| 4.0401 | 9.9450 | 101300 | 4.0642 | 0.0119 | 0.0 | 0.0744 | 0.0 |
| 4.2625 | 9.9548 | 101400 | 4.3336 | 0.0119 | 0.0 | 0.0586 | 0.0 |
| 3.9345 | 9.9647 | 101500 | 3.7011 | 0.0119 | 0.0 | 0.0640 | 0.0 |
| 3.4113 | 9.9745 | 101600 | 3.3978 | 0.0119 | 0.0001 | 0.0797 | 0.0001 |
| 3.4207 | 9.9843 | 101700 | 3.2795 | 0.0119 | 0.0001 | 0.0907 | 0.0001 |
| 3.2809 | 9.9941 | 101800 | 3.2729 | 0.0119 | 0.0001 | 0.0918 | 0.0001 |
| 3.4278 | 10.0039 | 101900 | 3.3757 | 0.0119 | 0.0 | 0.0899 | 0.0 |
| 3.1381 | 10.0137 | 102000 | 3.1979 | 0.0119 | 0.0 | 0.0911 | 0.0 |
| 3.5106 | 10.0236 | 102100 | 3.4444 | 0.0119 | 0.0001 | 0.0834 | 0.0001 |
| 3.35 | 10.0334 | 102200 | 3.3373 | 0.0119 | 0.0 | 0.0859 | 0.0 |
| 3.4803 | 10.0432 | 102300 | 3.4202 | 0.0119 | 0.0002 | 0.0800 | 0.0002 |
| 3.5881 | 10.0530 | 102400 | 3.4517 | 0.0119 | 0.0 | 0.0813 | 0.0 |
| 3.4924 | 10.0628 | 102500 | 3.3319 | 0.0119 | 0.0 | 0.0757 | 0.0 |
| 3.4362 | 10.0726 | 102600 | 3.3795 | 0.0119 | 0.0001 | 0.0826 | 0.0001 |
| 3.3477 | 10.0825 | 102700 | 3.3147 | 0.0119 | 0.0002 | 0.0867 | 0.0002 |
| 3.3769 | 10.0923 | 102800 | 3.4263 | 0.0119 | 0.0001 | 0.0742 | 0.0001 |
| 3.4279 | 10.1021 | 102900 | 3.3748 | 0.0119 | 0.0001 | 0.0782 | 0.0001 |
| 3.355 | 10.1119 | 103000 | 3.3718 | 0.0119 | 0.0002 | 0.0760 | 0.0002 |
| 3.3541 | 10.1217 | 103100 | 3.3771 | 0.0119 | 0.0 | 0.0816 | 0.0 |
| 3.3876 | 10.1316 | 103200 | 3.4348 | 0.0119 | 0.0001 | 0.0782 | 0.0001 |
| 3.1979 | 10.1414 | 103300 | 3.2624 | 0.0119 | 0.0 | 0.0775 | 0.0 |
| 3.2031 | 10.1512 | 103400 | 3.2791 | 0.0119 | 0.0 | 0.0807 | 0.0 |
| 3.4063 | 10.1610 | 103500 | 3.4723 | 0.0119 | 0.0 | 0.0755 | 0.0 |
| 3.145 | 10.1708 | 103600 | 3.1137 | 0.0119 | 0.0 | 0.0814 | 0.0 |
| 3.0535 | 10.1806 | 103700 | 2.9942 | 0.0119 | 0.0002 | 0.0902 | 0.0002 |
| 3.1986 | 10.1905 | 103800 | 3.1298 | 0.0119 | 0.0001 | 0.0803 | 0.0001 |
| 3.4814 | 10.2003 | 103900 | 3.4069 | 0.0119 | 0.0002 | 0.0772 | 0.0002 |
| 3.4727 | 10.2101 | 104000 | 3.4152 | 0.0119 | 0.0001 | 0.0710 | 0.0001 |
| 2.9661 | 10.2199 | 104100 | 2.9268 | 0.0119 | 0.0001 | 0.0983 | 0.0001 |
| 3.0189 | 10.2297 | 104200 | 3.1598 | 0.0119 | 0.0001 | 0.0818 | 0.0001 |
| 2.844 | 10.2395 | 104300 | 2.8417 | 0.0119 | 0.0003 | 0.1100 | 0.0003 |
| 2.7847 | 10.2494 | 104400 | 2.8209 | 0.0119 | 0.0003 | 0.1131 | 0.0003 |
| 2.7058 | 10.2592 | 104500 | 2.7515 | 0.0119 | 0.0006 | 0.1112 | 0.0006 |
| 2.718 | 10.2690 | 104600 | 2.6773 | 0.0119 | 0.0003 | 0.1220 | 0.0003 |
| 2.8146 | 10.2788 | 104700 | 2.7253 | 0.0119 | 0.0006 | 0.1205 | 0.0006 |
| 2.823 | 10.2886 | 104800 | 2.8696 | 0.0119 | 0.0002 | 0.1092 | 0.0002 |
| 2.7432 | 10.2984 | 104900 | 2.8185 | 0.0119 | 0.0002 | 0.1160 | 0.0002 |
| 2.7401 | 10.3083 | 105000 | 2.7645 | 0.0119 | 0.0002 | 0.1205 | 0.0002 |
| 2.6324 | 10.3181 | 105100 | 2.6623 | 0.0119 | 0.0005 | 0.1298 | 0.0005 |
| 2.6767 | 10.3279 | 105200 | 2.7261 | 0.0119 | 0.0007 | 0.1243 | 0.0007 |
| 2.7493 | 10.3377 | 105300 | 2.7537 | 0.0119 | 0.0004 | 0.1190 | 0.0004 |
| 2.7157 | 10.3475 | 105400 | 2.7410 | 0.0119 | 0.0003 | 0.1186 | 0.0003 |
| 2.8553 | 10.3574 | 105500 | 2.7886 | 0.0119 | 0.0002 | 0.1150 | 0.0002 |
| 2.7234 | 10.3672 | 105600 | 2.7332 | 0.0119 | 0.0003 | 0.1212 | 0.0003 |
| 2.7907 | 10.3770 | 105700 | 2.8004 | 0.0119 | 0.0005 | 0.1130 | 0.0005 |
| 2.9772 | 10.3868 | 105800 | 2.8813 | 0.0119 | 0.0006 | 0.1054 | 0.0006 |
| 2.958 | 10.3966 | 105900 | 2.9463 | 0.0119 | 0.0003 | 0.0996 | 0.0003 |
| 2.8191 | 10.4064 | 106000 | 2.8491 | 0.0119 | 0.0001 | 0.1033 | 0.0001 |
| 2.8789 | 10.4163 | 106100 | 2.8975 | 0.0119 | 0.0006 | 0.1041 | 0.0006 |
| 2.9731 | 10.4261 | 106200 | 2.9274 | 0.0119 | 0.0001 | 0.0991 | 0.0001 |
| 2.7581 | 10.4359 | 106300 | 2.8552 | 0.0119 | 0.0001 | 0.1046 | 0.0001 |
| 2.7623 | 10.4457 | 106400 | 2.8044 | 0.0119 | 0.0004 | 0.1062 | 0.0004 |
| 2.9037 | 10.4555 | 106500 | 2.8475 | 0.0119 | 0.0001 | 0.1037 | 0.0001 |
| 2.8753 | 10.4653 | 106600 | 2.8927 | 0.0119 | 0.0001 | 0.0980 | 0.0001 |
| 2.8965 | 10.4752 | 106700 | 2.9494 | 0.0119 | 0.0003 | 0.0966 | 0.0003 |
| 2.896 | 10.4850 | 106800 | 2.8811 | 0.0119 | 0.0001 | 0.1011 | 0.0001 |
| 3.1559 | 10.4948 | 106900 | 3.0561 | 0.0119 | 0.0001 | 0.0934 | 0.0001 |
| 3.0075 | 10.5046 | 107000 | 3.2517 | 0.0119 | 0.0001 | 0.0824 | 0.0001 |
| 3.3154 | 10.5144 | 107100 | 3.2846 | 0.0119 | 0.0 | 0.0824 | 0.0 |
| 3.3016 | 10.5242 | 107200 | 3.2421 | 0.0119 | 0.0001 | 0.0756 | 0.0001 |
| 3.0578 | 10.5341 | 107300 | 3.1482 | 0.0119 | 0.0 | 0.0750 | 0.0 |
| 3.1766 | 10.5439 | 107400 | 3.1884 | 0.0119 | 0.0 | 0.0775 | 0.0 |
| 3.1317 | 10.5537 | 107500 | 3.2016 | 0.0119 | 0.0 | 0.0689 | 0.0 |
| 3.2043 | 10.5635 | 107600 | 3.2769 | 0.0119 | 0.0001 | 0.0803 | 0.0001 |
| 26.2953 | 10.5733 | 107700 | 27.2498 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7817 | 10.5832 | 107800 | 31.0291 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.8069 | 10.5930 | 107900 | 32.0088 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.6896 | 10.6028 | 108000 | 31.7309 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.6951 | 10.6126 | 108100 | 31.6157 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2884 | 10.6224 | 108200 | 31.2898 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.6781 | 10.6322 | 108300 | 29.5509 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.876 | 10.6421 | 108400 | 29.9273 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.4534 | 10.6519 | 108500 | 29.6022 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.9804 | 10.6617 | 108600 | 29.9243 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.117 | 10.6715 | 108700 | 29.2015 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.7084 | 10.6813 | 108800 | 29.7598 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.8553 | 10.6911 | 108900 | 29.5982 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.0346 | 10.7010 | 109000 | 25.3762 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 24.2488 | 10.7108 | 109100 | 23.0490 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.141 | 10.7206 | 109200 | 27.5690 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.0625 | 10.7304 | 109300 | 24.3188 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.5023 | 10.7402 | 109400 | 28.6982 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.3177 | 10.7500 | 109500 | 8.3491 | 0.0119 | 0.0 | 0.0292 | 0.0 |
| 26.6117 | 10.7599 | 109600 | 27.2204 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 24.5569 | 10.7697 | 109700 | 24.2147 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 5.428 | 10.7795 | 109800 | 4.7452 | 0.0119 | 0.0 | 0.0581 | 0.0 |
| 3.5848 | 10.7893 | 109900 | 3.9960 | 0.0119 | 0.0 | 0.0664 | 0.0 |
| 12.0788 | 10.7991 | 110000 | 14.5543 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 3.2487 | 10.8090 | 110100 | 3.3523 | 0.0119 | 0.0 | 0.0682 | 0.0 |
| 3.1514 | 10.8188 | 110200 | 3.0785 | 0.0119 | 0.0 | 0.0793 | 0.0 |
| 3.1723 | 10.8286 | 110300 | 3.2189 | 0.0119 | 0.0 | 0.0735 | 0.0 |
| 2.9207 | 10.8384 | 110400 | 2.8933 | 0.0119 | 0.0001 | 0.0979 | 0.0001 |
| 2.969 | 10.8482 | 110500 | 2.9136 | 0.0119 | 0.0001 | 0.0939 | 0.0001 |
| 3.0406 | 10.8580 | 110600 | 3.0284 | 0.0119 | 0.0 | 0.0913 | 0.0 |
| 3.1091 | 10.8679 | 110700 | 3.1652 | 0.0119 | 0.0 | 0.0822 | 0.0 |
| 3.1 | 10.8777 | 110800 | 3.1145 | 0.0119 | 0.0 | 0.0804 | 0.0 |
| 3.4812 | 10.8875 | 110900 | 3.4146 | 0.0119 | 0.0 | 0.0718 | 0.0 |
| 3.0208 | 10.8973 | 111000 | 2.9849 | 0.0119 | 0.0 | 0.0892 | 0.0 |
| 2.9973 | 10.9071 | 111100 | 2.9918 | 0.0119 | 0.0001 | 0.0902 | 0.0001 |
| 2.9944 | 10.9169 | 111200 | 2.8881 | 0.0119 | 0.0 | 0.0943 | 0.0 |
| 2.9616 | 10.9268 | 111300 | 2.9612 | 0.0119 | 0.0 | 0.0828 | 0.0 |
| 3.033 | 10.9366 | 111400 | 3.0279 | 0.0119 | 0.0001 | 0.0887 | 0.0001 |
| 2.9663 | 10.9464 | 111500 | 2.9930 | 0.0119 | 0.0 | 0.0937 | 0.0 |
| 3.0973 | 10.9562 | 111600 | 3.0339 | 0.0119 | 0.0 | 0.0820 | 0.0 |
| 3.0599 | 10.9660 | 111700 | 3.0539 | 0.0119 | 0.0001 | 0.0867 | 0.0001 |
| 3.1001 | 10.9758 | 111800 | 3.1059 | 0.0119 | 0.0 | 0.0843 | 0.0 |
| 2.9184 | 10.9857 | 111900 | 2.9670 | 0.0119 | 0.0 | 0.0906 | 0.0 |
| 3.2082 | 10.9955 | 112000 | 3.2511 | 0.0119 | 0.0 | 0.0743 | 0.0 |
| 3.4499 | 11.0053 | 112100 | 3.4835 | 0.0119 | 0.0001 | 0.0598 | 0.0001 |
| 3.1872 | 11.0151 | 112200 | 3.1930 | 0.0119 | 0.0 | 0.0744 | 0.0 |
| 3.0026 | 11.0249 | 112300 | 3.0413 | 0.0119 | 0.0 | 0.0815 | 0.0 |
| 3.0794 | 11.0348 | 112400 | 3.0340 | 0.0119 | 0.0001 | 0.0902 | 0.0001 |
| 2.8968 | 11.0446 | 112500 | 2.8825 | 0.0119 | 0.0 | 0.1011 | 0.0 |
| 3.0561 | 11.0544 | 112600 | 2.9639 | 0.0119 | 0.0001 | 0.0870 | 0.0001 |
| 2.9734 | 11.0642 | 112700 | 2.9366 | 0.0119 | 0.0 | 0.0993 | 0.0 |
| 2.9124 | 11.0740 | 112800 | 2.8065 | 0.0119 | 0.0 | 0.1062 | 0.0 |
| 2.7467 | 11.0838 | 112900 | 2.7614 | 0.0119 | 0.0002 | 0.1112 | 0.0002 |
| 2.8558 | 11.0937 | 113000 | 2.7955 | 0.0119 | 0.0003 | 0.1034 | 0.0003 |
| 2.8302 | 11.1035 | 113100 | 2.7993 | 0.0119 | 0.0001 | 0.1078 | 0.0001 |
| 2.9267 | 11.1133 | 113200 | 2.9098 | 0.0119 | 0.0001 | 0.0977 | 0.0001 |
| 3.1332 | 11.1231 | 113300 | 3.1113 | 0.0119 | 0.0001 | 0.0840 | 0.0001 |
| 3.1388 | 11.1329 | 113400 | 3.1400 | 0.0119 | 0.0 | 0.0860 | 0.0 |
| 2.8051 | 11.1427 | 113500 | 2.8941 | 0.0119 | 0.0 | 0.0968 | 0.0 |
| 2.7692 | 11.1526 | 113600 | 2.7830 | 0.0119 | 0.0003 | 0.1103 | 0.0003 |
| 2.867 | 11.1624 | 113700 | 2.8338 | 0.0119 | 0.0 | 0.1029 | 0.0 |
| 2.8424 | 11.1722 | 113800 | 2.8885 | 0.0119 | 0.0 | 0.1001 | 0.0 |
| 2.9969 | 11.1820 | 113900 | 3.1289 | 0.0119 | 0.0001 | 0.0848 | 0.0001 |
| 3.1967 | 11.1918 | 114000 | 3.0816 | 0.0119 | 0.0 | 0.0877 | 0.0 |
| 2.9775 | 11.2016 | 114100 | 2.9280 | 0.0119 | 0.0001 | 0.0987 | 0.0001 |
| 3.0276 | 11.2115 | 114200 | 3.0168 | 0.0119 | 0.0 | 0.0902 | 0.0 |
| 2.9378 | 11.2213 | 114300 | 2.9445 | 0.0119 | 0.0001 | 0.1005 | 0.0001 |
| 2.9846 | 11.2311 | 114400 | 2.9908 | 0.0119 | 0.0 | 0.0927 | 0.0 |
| 2.9357 | 11.2409 | 114500 | 2.8922 | 0.0119 | 0.0001 | 0.1013 | 0.0001 |
| 2.9603 | 11.2507 | 114600 | 2.9508 | 0.0119 | 0.0 | 0.1007 | 0.0 |
| 2.9526 | 11.2606 | 114700 | 2.9906 | 0.0119 | 0.0 | 0.0922 | 0.0 |
| 3.0636 | 11.2704 | 114800 | 3.0767 | 0.0119 | 0.0 | 0.0837 | 0.0 |
| 2.9542 | 11.2802 | 114900 | 2.9836 | 0.0119 | 0.0 | 0.0951 | 0.0 |
| 2.9694 | 11.2900 | 115000 | 2.9645 | 0.0119 | 0.0 | 0.0945 | 0.0 |
| 2.905 | 11.2998 | 115100 | 2.9473 | 0.0119 | 0.0001 | 0.0954 | 0.0001 |
| 3.0022 | 11.3096 | 115200 | 3.0268 | 0.0119 | 0.0 | 0.0915 | 0.0 |
| 3.2059 | 11.3195 | 115300 | 3.1964 | 0.0119 | 0.0 | 0.0773 | 0.0 |
| 3.3239 | 11.3293 | 115400 | 3.3223 | 0.0119 | 0.0001 | 0.0729 | 0.0001 |
| 3.2788 | 11.3391 | 115500 | 3.3333 | 0.0119 | 0.0001 | 0.0745 | 0.0001 |
| 3.3234 | 11.3489 | 115600 | 3.4173 | 0.0119 | 0.0 | 0.0792 | 0.0 |
| 3.1313 | 11.3587 | 115700 | 3.1669 | 0.0119 | 0.0 | 0.0811 | 0.0 |
| 3.1685 | 11.3685 | 115800 | 3.2149 | 0.0119 | 0.0 | 0.0782 | 0.0 |
| 3.3433 | 11.3784 | 115900 | 3.2423 | 0.0119 | 0.0 | 0.0802 | 0.0 |
| 3.2337 | 11.3882 | 116000 | 3.2260 | 0.0119 | 0.0 | 0.0800 | 0.0 |
| 3.1495 | 11.3980 | 116100 | 3.0420 | 0.0119 | 0.0 | 0.0867 | 0.0 |
| 2.949 | 11.4078 | 116200 | 3.0495 | 0.0119 | 0.0 | 0.0839 | 0.0 |
| 2.9085 | 11.4176 | 116300 | 2.8955 | 0.0119 | 0.0 | 0.0976 | 0.0 |
| 2.9442 | 11.4274 | 116400 | 2.9694 | 0.0119 | 0.0001 | 0.0948 | 0.0001 |
| 2.9916 | 11.4373 | 116500 | 2.9200 | 0.0119 | 0.0001 | 0.0949 | 0.0001 |
| 2.9106 | 11.4471 | 116600 | 2.9269 | 0.0119 | 0.0 | 0.0997 | 0.0 |
| 2.8945 | 11.4569 | 116700 | 2.9777 | 0.0119 | 0.0 | 0.0925 | 0.0 |
| 26.3361 | 11.4667 | 116800 | 25.3909 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.8858 | 11.4765 | 116900 | 19.8504 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 5.9435 | 11.4864 | 117000 | 6.2815 | 0.0119 | 0.0 | 0.0443 | 0.0 |
| 24.0744 | 11.4962 | 117100 | 22.5411 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.6935 | 11.5060 | 117200 | 26.1619 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 20.249 | 11.5158 | 117300 | 20.8142 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 20.7924 | 11.5256 | 117400 | 18.7990 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.5222 | 11.5354 | 117500 | 12.2281 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 3.2609 | 11.5453 | 117600 | 3.2224 | 0.0119 | 0.0001 | 0.0687 | 0.0001 |
| 24.1693 | 11.5551 | 117700 | 23.9256 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.5294 | 11.5649 | 117800 | 29.1674 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.1446 | 11.5747 | 117900 | 28.9297 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.4855 | 11.5845 | 118000 | 13.1157 | 0.0119 | 0.0 | 0.0008 | 0.0 |
| 5.9409 | 11.5943 | 118100 | 6.3138 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 30.3697 | 11.6042 | 118200 | 30.3129 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.1084 | 11.6140 | 118300 | 29.9589 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2503 | 11.6238 | 118400 | 30.9244 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.1397 | 11.6336 | 118500 | 31.2300 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.8276 | 11.6434 | 118600 | 32.2262 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7699 | 11.6532 | 118700 | 31.4576 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.6152 | 11.6631 | 118800 | 31.8762 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.2259 | 11.6729 | 118900 | 32.0298 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 33.2047 | 11.6827 | 119000 | 33.1136 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 33.4554 | 11.6925 | 119100 | 33.3720 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.2335 | 11.7023 | 119200 | 32.3461 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 33.4372 | 11.7122 | 119300 | 32.8803 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.0561 | 11.7220 | 119400 | 32.0957 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.3575 | 11.7318 | 119500 | 30.1798 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2473 | 11.7416 | 119600 | 31.2148 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.5173 | 11.7514 | 119700 | 30.6084 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.3507 | 11.7612 | 119800 | 30.1964 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.9767 | 11.7711 | 119900 | 29.9712 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.938 | 11.7809 | 120000 | 30.0006 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.1779 | 11.7907 | 120100 | 30.4554 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.375 | 11.8005 | 120200 | 31.5008 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.3156 | 11.8103 | 120300 | 31.3420 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2805 | 11.8201 | 120400 | 31.5670 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.6886 | 11.8300 | 120500 | 32.6537 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.5963 | 11.8398 | 120600 | 32.4735 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.4249 | 11.8496 | 120700 | 31.4797 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.9114 | 11.8594 | 120800 | 31.9219 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2295 | 11.8692 | 120900 | 31.4615 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.0176 | 11.8790 | 121000 | 32.0118 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.4881 | 11.8889 | 121100 | 31.4633 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 32.033 | 11.8987 | 121200 | 32.1756 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.675 | 11.9085 | 121300 | 31.6892 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.4922 | 11.9183 | 121400 | 31.5835 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7713 | 11.9281 | 121500 | 30.6632 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.236 | 11.9380 | 121600 | 31.2792 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.0961 | 11.9478 | 121700 | 30.7367 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7585 | 11.9576 | 121800 | 30.6677 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.6874 | 11.9674 | 121900 | 31.0341 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.1256 | 11.9772 | 122000 | 30.8102 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7017 | 11.9870 | 122100 | 30.5377 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.9647 | 11.9969 | 122200 | 32.0265 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.1324 | 12.0067 | 122300 | 30.8940 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.204 | 12.0165 | 122400 | 30.9224 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.0199 | 12.0263 | 122500 | 31.1859 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.2942 | 12.0361 | 122600 | 30.3733 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.5995 | 12.0459 | 122700 | 30.6566 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.2935 | 12.0558 | 122800 | 30.1794 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.3521 | 12.0656 | 122900 | 29.3625 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.6623 | 12.0754 | 123000 | 27.5583 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.4092 | 12.0852 | 123100 | 27.4974 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.435 | 12.0950 | 123200 | 26.5093 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.0938 | 12.1048 | 123300 | 29.1897 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.231 | 12.1147 | 123400 | 29.1944 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.9479 | 12.1245 | 123500 | 30.0390 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.3123 | 12.1343 | 123600 | 28.3407 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.0008 | 12.1441 | 123700 | 29.8700 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.8545 | 12.1539 | 123800 | 30.1443 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.9833 | 12.1638 | 123900 | 30.3671 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.9921 | 12.1736 | 124000 | 30.8258 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.0612 | 12.1834 | 124100 | 31.2719 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.2063 | 12.1932 | 124200 | 31.4399 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.8756 | 12.2030 | 124300 | 31.0174 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.4267 | 12.2128 | 124400 | 31.2864 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.1783 | 12.2227 | 124500 | 30.1937 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.4601 | 12.2325 | 124600 | 30.5115 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.7404 | 12.2423 | 124700 | 30.6547 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.3095 | 12.2521 | 124800 | 31.2684 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.7844 | 12.2619 | 124900 | 29.5757 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.0565 | 12.2717 | 125000 | 30.8697 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7032 | 12.2816 | 125100 | 31.7198 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7486 | 12.2914 | 125200 | 31.7902 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7377 | 12.3012 | 125300 | 31.6348 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7948 | 12.3110 | 125400 | 31.6353 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.5874 | 12.3208 | 125500 | 31.7226 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.9828 | 12.3306 | 125600 | 32.0458 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.6937 | 12.3405 | 125700 | 31.7184 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.7469 | 12.3503 | 125800 | 31.7601 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.4905 | 12.3601 | 125900 | 30.5244 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.1373 | 12.3699 | 126000 | 30.9389 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.7345 | 12.3797 | 126100 | 29.0471 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 30.1165 | 12.3896 | 126200 | 29.8607 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.9607 | 12.3994 | 126300 | 29.3701 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 31.16 | 12.4092 | 126400 | 31.2078 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.5933 | 12.4190 | 126500 | 29.9549 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.9819 | 12.4288 | 126600 | 28.1947 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.5952 | 12.4386 | 126700 | 28.1622 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.0462 | 12.4485 | 126800 | 29.6252 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 29.0444 | 12.4583 | 126900 | 28.8134 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.0571 | 12.4681 | 127000 | 26.9911 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 28.0069 | 12.4779 | 127100 | 27.9670 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.6343 | 12.4877 | 127200 | 25.5430 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.0687 | 12.4975 | 127300 | 26.0771 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.9272 | 12.5074 | 127400 | 26.9192 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.087 | 12.5172 | 127500 | 25.6264 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.1669 | 12.5270 | 127600 | 27.1903 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 24.599 | 12.5368 | 127700 | 25.0652 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 23.8618 | 12.5466 | 127800 | 24.6701 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.1958 | 12.5565 | 127900 | 26.1890 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 23.628 | 12.5663 | 128000 | 22.9222 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.6967 | 12.5761 | 128100 | 27.7713 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.732 | 12.5859 | 128200 | 27.3619 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.157 | 12.5957 | 128300 | 27.1801 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 26.8264 | 12.6055 | 128400 | 27.4925 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.3456 | 12.6154 | 128500 | 25.5704 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.1865 | 12.6252 | 128600 | 27.0571 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 27.5181 | 12.6350 | 128700 | 27.8306 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 24.6623 | 12.6448 | 128800 | 23.9359 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 21.9515 | 12.6546 | 128900 | 22.5185 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 22.277 | 12.6644 | 129000 | 22.6389 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 21.7767 | 12.6743 | 129100 | 22.1950 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.4225 | 12.6841 | 129200 | 19.2018 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 22.1961 | 12.6939 | 129300 | 21.4359 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 20.8831 | 12.7037 | 129400 | 20.9476 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 20.5536 | 12.7135 | 129500 | 20.9962 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 21.4989 | 12.7233 | 129600 | 21.8826 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 22.4784 | 12.7332 | 129700 | 24.6163 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 25.1117 | 12.7430 | 129800 | 24.8739 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 23.4546 | 12.7528 | 129900 | 22.8297 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.5799 | 12.7626 | 130000 | 13.8160 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 11.0568 | 12.7724 | 130100 | 11.0684 | 0.0119 | 0.0 | 0.0028 | 0.0 |
| 4.2357 | 12.7823 | 130200 | 4.0889 | 0.0119 | 0.0 | 0.0668 | 0.0 |
| 4.8348 | 12.7921 | 130300 | 4.6705 | 0.0119 | 0.0001 | 0.0738 | 0.0001 |
| 4.3893 | 12.8019 | 130400 | 4.4267 | 0.0119 | 0.0001 | 0.0694 | 0.0001 |
| 4.4424 | 12.8117 | 130500 | 4.5098 | 0.0119 | 0.0 | 0.0646 | 0.0 |
| 3.8315 | 12.8215 | 130600 | 3.7714 | 0.0119 | 0.0 | 0.0733 | 0.0 |
| 4.0742 | 12.8313 | 130700 | 3.9157 | 0.0119 | 0.0 | 0.0756 | 0.0 |
| 3.5204 | 12.8412 | 130800 | 3.6501 | 0.0119 | 0.0 | 0.0729 | 0.0 |
| 3.5484 | 12.8510 | 130900 | 3.4048 | 0.0119 | 0.0 | 0.0701 | 0.0 |
| 3.611 | 12.8608 | 131000 | 3.5609 | 0.0119 | 0.0001 | 0.0733 | 0.0001 |
| 3.448 | 12.8706 | 131100 | 3.4649 | 0.0119 | 0.0 | 0.0678 | 0.0 |
| 3.5031 | 12.8804 | 131200 | 3.6793 | 0.0119 | 0.0 | 0.0677 | 0.0 |
| 3.6301 | 12.8902 | 131300 | 3.4761 | 0.0119 | 0.0 | 0.0686 | 0.0 |
| 3.3618 | 12.9001 | 131400 | 3.3873 | 0.0119 | 0.0 | 0.0679 | 0.0 |
| 4.3355 | 12.9099 | 131500 | 4.0272 | 0.0119 | 0.0 | 0.0728 | 0.0 |
| 4.1337 | 12.9197 | 131600 | 4.1424 | 0.0119 | 0.0 | 0.0723 | 0.0 |
| 3.597 | 12.9295 | 131700 | 3.5038 | 0.0119 | 0.0 | 0.0657 | 0.0 |
| 3.7276 | 12.9393 | 131800 | 3.6371 | 0.0119 | 0.0 | 0.0624 | 0.0 |
| 3.8192 | 12.9491 | 131900 | 3.7653 | 0.0119 | 0.0 | 0.0671 | 0.0 |
| 3.6628 | 12.9590 | 132000 | 3.9289 | 0.0119 | 0.0 | 0.0694 | 0.0 |
| 3.8088 | 12.9688 | 132100 | 4.0238 | 0.0119 | 0.0 | 0.0674 | 0.0 |
| 3.752 | 12.9786 | 132200 | 3.6082 | 0.0119 | 0.0 | 0.0682 | 0.0 |
| 3.9681 | 12.9884 | 132300 | 3.6971 | 0.0119 | 0.0 | 0.0634 | 0.0 |
| 3.7364 | 12.9982 | 132400 | 3.8048 | 0.0119 | 0.0001 | 0.0608 | 0.0001 |
| 3.7573 | 13.0081 | 132500 | 3.8419 | 0.0119 | 0.0 | 0.0653 | 0.0 |
| 3.9534 | 13.0179 | 132600 | 3.7580 | 0.0119 | 0.0 | 0.0655 | 0.0 |
| 3.7011 | 13.0277 | 132700 | 3.5482 | 0.0119 | 0.0 | 0.0656 | 0.0 |
| 3.7062 | 13.0375 | 132800 | 3.5630 | 0.0119 | 0.0 | 0.0641 | 0.0 |
| 3.6794 | 13.0473 | 132900 | 3.7907 | 0.0119 | 0.0001 | 0.0637 | 0.0001 |
| 3.6123 | 13.0571 | 133000 | 3.6648 | 0.0119 | 0.0 | 0.0621 | 0.0 |
| 3.6151 | 13.0670 | 133100 | 3.5700 | 0.0119 | 0.0 | 0.0654 | 0.0 |
| 3.8551 | 13.0768 | 133200 | 3.6886 | 0.0119 | 0.0 | 0.0652 | 0.0 |
| 3.5961 | 13.0866 | 133300 | 3.6703 | 0.0119 | 0.0001 | 0.0668 | 0.0001 |
| 3.6459 | 13.0964 | 133400 | 3.6519 | 0.0119 | 0.0 | 0.0679 | 0.0 |
| 4.0423 | 13.1062 | 133500 | 4.0640 | 0.0119 | 0.0 | 0.0635 | 0.0 |
| 3.7976 | 13.1160 | 133600 | 3.7953 | 0.0119 | 0.0 | 0.0660 | 0.0 |
| 3.6735 | 13.1259 | 133700 | 3.6249 | 0.0119 | 0.0 | 0.0631 | 0.0 |
| 4.5429 | 13.1357 | 133800 | 4.1618 | 0.0119 | 0.0 | 0.0624 | 0.0 |
| 3.9172 | 13.1455 | 133900 | 4.0897 | 0.0119 | 0.0 | 0.0619 | 0.0 |
| 3.6383 | 13.1553 | 134000 | 4.1233 | 0.0119 | 0.0001 | 0.0583 | 0.0001 |
| 4.3888 | 13.1651 | 134100 | 4.3676 | 0.0119 | 0.0 | 0.0569 | 0.0 |
| 4.8231 | 13.1749 | 134200 | 4.6040 | 0.0119 | 0.0 | 0.0538 | 0.0 |
| 4.4461 | 13.1848 | 134300 | 4.4051 | 0.0119 | 0.0 | 0.0571 | 0.0 |
| 4.4807 | 13.1946 | 134400 | 4.2688 | 0.0119 | 0.0 | 0.0578 | 0.0 |
| 4.5666 | 13.2044 | 134500 | 4.5885 | 0.0119 | 0.0 | 0.0535 | 0.0 |
| 4.2982 | 13.2142 | 134600 | 4.4668 | 0.0119 | 0.0 | 0.0602 | 0.0 |
| 3.908 | 13.2240 | 134700 | 4.0155 | 0.0119 | 0.0 | 0.0612 | 0.0 |
| 4.1075 | 13.2339 | 134800 | 4.2106 | 0.0119 | 0.0 | 0.0609 | 0.0 |
| 3.748 | 13.2437 | 134900 | 3.9230 | 0.0119 | 0.0 | 0.0635 | 0.0 |
| 4.474 | 13.2535 | 135000 | 4.4363 | 0.0119 | 0.0 | 0.0577 | 0.0 |
| 4.2255 | 13.2633 | 135100 | 4.2729 | 0.0119 | 0.0 | 0.0624 | 0.0 |
| 4.4051 | 13.2731 | 135200 | 4.3458 | 0.0119 | 0.0 | 0.0613 | 0.0 |
| 4.4274 | 13.2829 | 135300 | 4.5137 | 0.0119 | 0.0 | 0.0605 | 0.0 |
| 4.3499 | 13.2928 | 135400 | 4.3373 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 3.8483 | 13.3026 | 135500 | 3.9265 | 0.0119 | 0.0 | 0.0595 | 0.0 |
| 4.6615 | 13.3124 | 135600 | 4.6037 | 0.0119 | 0.0 | 0.0619 | 0.0 |
| 3.8175 | 13.3222 | 135700 | 3.7215 | 0.0119 | 0.0 | 0.0590 | 0.0 |
| 3.8123 | 13.3320 | 135800 | 3.8148 | 0.0119 | 0.0 | 0.0616 | 0.0 |
| 4.1547 | 13.3418 | 135900 | 4.2392 | 0.0119 | 0.0001 | 0.0559 | 0.0001 |
| 4.112 | 13.3517 | 136000 | 4.0291 | 0.0119 | 0.0 | 0.0586 | 0.0 |
| 4.0536 | 13.3615 | 136100 | 4.0556 | 0.0119 | 0.0 | 0.0622 | 0.0 |
| 5.2324 | 13.3713 | 136200 | 5.0817 | 0.0119 | 0.0 | 0.0443 | 0.0 |
| 5.623 | 13.3811 | 136300 | 5.6522 | 0.0119 | 0.0 | 0.0432 | 0.0 |
| 5.3287 | 13.3909 | 136400 | 5.4140 | 0.0119 | 0.0 | 0.0504 | 0.0 |
| 5.28 | 13.4007 | 136500 | 4.7662 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 4.2507 | 13.4106 | 136600 | 4.3293 | 0.0119 | 0.0 | 0.0534 | 0.0 |
| 4.8232 | 13.4204 | 136700 | 4.6338 | 0.0119 | 0.0 | 0.0593 | 0.0 |
| 4.8963 | 13.4302 | 136800 | 4.3767 | 0.0119 | 0.0 | 0.0621 | 0.0 |
| 4.6164 | 13.4400 | 136900 | 4.8463 | 0.0119 | 0.0 | 0.0543 | 0.0 |
| 4.775 | 13.4498 | 137000 | 4.8725 | 0.0119 | 0.0 | 0.0511 | 0.0 |
| 4.7177 | 13.4597 | 137100 | 4.5372 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 4.4995 | 13.4695 | 137200 | 4.8448 | 0.0119 | 0.0 | 0.0529 | 0.0 |
| 4.8277 | 13.4793 | 137300 | 4.9904 | 0.0119 | 0.0 | 0.0499 | 0.0 |
| 6.4328 | 13.4891 | 137400 | 6.5550 | 0.0119 | 0.0 | 0.0224 | 0.0 |
| 4.5232 | 13.4989 | 137500 | 4.6122 | 0.0119 | 0.0 | 0.0526 | 0.0 |
| 5.197 | 13.5087 | 137600 | 5.2409 | 0.0119 | 0.0 | 0.0454 | 0.0 |
| 5.6596 | 13.5186 | 137700 | 5.1671 | 0.0119 | 0.0 | 0.0467 | 0.0 |
| 6.5061 | 13.5284 | 137800 | 6.6490 | 0.0119 | 0.0 | 0.0253 | 0.0 |
| 6.8814 | 13.5382 | 137900 | 6.7026 | 0.0119 | 0.0 | 0.0198 | 0.0 |
| 7.4396 | 13.5480 | 138000 | 7.3184 | 0.0119 | 0.0 | 0.0177 | 0.0 |
| 6.6258 | 13.5578 | 138100 | 6.4039 | 0.0119 | 0.0 | 0.0311 | 0.0 |
| 6.7415 | 13.5676 | 138200 | 6.4226 | 0.0119 | 0.0 | 0.0250 | 0.0 |
| 6.4569 | 13.5775 | 138300 | 6.2879 | 0.0119 | 0.0 | 0.0324 | 0.0 |
| 7.6218 | 13.5873 | 138400 | 5.9176 | 0.0119 | 0.0 | 0.0363 | 0.0 |
| 7.5515 | 13.5971 | 138500 | 7.6151 | 0.0119 | 0.0 | 0.0181 | 0.0 |
| 8.8721 | 13.6069 | 138600 | 8.9216 | 0.0119 | 0.0 | 0.0064 | 0.0 |
| 7.7095 | 13.6167 | 138700 | 7.4854 | 0.0119 | 0.0 | 0.0194 | 0.0 |
| 7.7052 | 13.6265 | 138800 | 7.9026 | 0.0119 | 0.0 | 0.0119 | 0.0 |
| 8.7184 | 13.6364 | 138900 | 8.4536 | 0.0119 | 0.0 | 0.0080 | 0.0 |
| 9.2035 | 13.6462 | 139000 | 9.0945 | 0.0119 | 0.0 | 0.0056 | 0.0 |
| 10.9593 | 13.6560 | 139100 | 11.7147 | 0.0119 | 0.0 | 0.0008 | 0.0 |
| 10.1553 | 13.6658 | 139200 | 12.5992 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 14.3479 | 13.6756 | 139300 | 13.8532 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 12.2852 | 13.6855 | 139400 | 12.2231 | 0.0119 | 0.0 | 0.0005 | 0.0 |
| 10.9567 | 13.6953 | 139500 | 11.4712 | 0.0119 | 0.0 | 0.0006 | 0.0 |
| 8.3489 | 13.7051 | 139600 | 8.4075 | 0.0119 | 0.0 | 0.0071 | 0.0 |
| 11.1506 | 13.7149 | 139700 | 10.7159 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 11.1617 | 13.7247 | 139800 | 12.1037 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 10.8302 | 13.7345 | 139900 | 10.4964 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 12.2299 | 13.7444 | 140000 | 12.3450 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 13.7427 | 13.7542 | 140100 | 13.6471 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.6219 | 13.7640 | 140200 | 13.9385 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 11.5379 | 13.7738 | 140300 | 12.4483 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 11.6655 | 13.7836 | 140400 | 11.1266 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 14.1812 | 13.7934 | 140500 | 13.7506 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 11.1731 | 13.8033 | 140600 | 11.3411 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 7.1264 | 13.8131 | 140700 | 7.3614 | 0.0119 | 0.0 | 0.0080 | 0.0 |
| 8.0765 | 13.8229 | 140800 | 8.3829 | 0.0119 | 0.0 | 0.0046 | 0.0 |
| 7.2999 | 13.8327 | 140900 | 7.1205 | 0.0119 | 0.0 | 0.0141 | 0.0 |
| 6.3444 | 13.8425 | 141000 | 6.1925 | 0.0119 | 0.0 | 0.0234 | 0.0 |
| 6.3911 | 13.8523 | 141100 | 6.2630 | 0.0119 | 0.0 | 0.0246 | 0.0 |
| 5.4608 | 13.8622 | 141200 | 5.7467 | 0.0119 | 0.0 | 0.0387 | 0.0 |
| 5.6884 | 13.8720 | 141300 | 5.8185 | 0.0119 | 0.0 | 0.0390 | 0.0 |
| 7.3432 | 13.8818 | 141400 | 7.9879 | 0.0119 | 0.0 | 0.0090 | 0.0 |
| 6.2563 | 13.8916 | 141500 | 6.3335 | 0.0119 | 0.0 | 0.0276 | 0.0 |
| 8.0414 | 13.9014 | 141600 | 8.0367 | 0.0119 | 0.0 | 0.0080 | 0.0 |
| 9.1924 | 13.9113 | 141700 | 9.0252 | 0.0119 | 0.0 | 0.0037 | 0.0 |
| 8.2423 | 13.9211 | 141800 | 8.6118 | 0.0119 | 0.0 | 0.0049 | 0.0 |
| 8.2664 | 13.9309 | 141900 | 8.5666 | 0.0119 | 0.0 | 0.0065 | 0.0 |
| 9.7778 | 13.9407 | 142000 | 9.8215 | 0.0119 | 0.0 | 0.0018 | 0.0 |
| 9.4546 | 13.9505 | 142100 | 8.8234 | 0.0119 | 0.0 | 0.0043 | 0.0 |
| 8.7207 | 13.9603 | 142200 | 8.8045 | 0.0119 | 0.0 | 0.0068 | 0.0 |
| 10.9853 | 13.9702 | 142300 | 11.1990 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 10.815 | 13.9800 | 142400 | 10.9315 | 0.0119 | 0.0 | 0.0008 | 0.0 |
| 10.2817 | 13.9898 | 142500 | 10.2170 | 0.0119 | 0.0 | 0.0010 | 0.0 |
| 9.2763 | 13.9996 | 142600 | 8.8712 | 0.0119 | 0.0 | 0.0043 | 0.0 |
| 8.4535 | 14.0094 | 142700 | 8.7426 | 0.0119 | 0.0 | 0.0044 | 0.0 |
| 8.1157 | 14.0192 | 142800 | 7.7456 | 0.0119 | 0.0 | 0.0127 | 0.0 |
| 8.1714 | 14.0291 | 142900 | 8.3933 | 0.0119 | 0.0 | 0.0059 | 0.0 |
| 9.0103 | 14.0389 | 143000 | 8.8609 | 0.0119 | 0.0 | 0.0024 | 0.0 |
| 8.9119 | 14.0487 | 143100 | 8.9929 | 0.0119 | 0.0 | 0.0072 | 0.0 |
| 8.8556 | 14.0585 | 143200 | 8.2609 | 0.0119 | 0.0 | 0.0122 | 0.0 |
| 8.5013 | 14.0683 | 143300 | 9.1500 | 0.0119 | 0.0 | 0.0112 | 0.0 |
| 6.8437 | 14.0781 | 143400 | 7.2054 | 0.0119 | 0.0 | 0.0337 | 0.0 |
| 7.5511 | 14.0880 | 143500 | 6.7817 | 0.0119 | 0.0 | 0.0417 | 0.0 |
| 6.3327 | 14.0978 | 143600 | 5.8448 | 0.0119 | 0.0 | 0.0479 | 0.0 |
| 6.8876 | 14.1076 | 143700 | 6.5686 | 0.0119 | 0.0 | 0.0352 | 0.0 |
| 5.535 | 14.1174 | 143800 | 5.5606 | 0.0119 | 0.0 | 0.0486 | 0.0 |
| 4.6402 | 14.1272 | 143900 | 4.7046 | 0.0119 | 0.0 | 0.0575 | 0.0 |
| 4.3492 | 14.1371 | 144000 | 4.5189 | 0.0119 | 0.0 | 0.0559 | 0.0 |
| 4.4514 | 14.1469 | 144100 | 4.6520 | 0.0119 | 0.0 | 0.0583 | 0.0 |
| 4.6767 | 14.1567 | 144200 | 4.6616 | 0.0119 | 0.0 | 0.0606 | 0.0 |
| 4.7616 | 14.1665 | 144300 | 4.7274 | 0.0119 | 0.0 | 0.0565 | 0.0 |
| 4.8057 | 14.1763 | 144400 | 5.0163 | 0.0119 | 0.0 | 0.0529 | 0.0 |
| 4.681 | 14.1861 | 144500 | 4.9921 | 0.0119 | 0.0 | 0.0563 | 0.0 |
| 5.1568 | 14.1960 | 144600 | 5.4034 | 0.0119 | 0.0 | 0.0580 | 0.0 |
| 5.1928 | 14.2058 | 144700 | 5.4655 | 0.0119 | 0.0 | 0.0553 | 0.0 |
| 6.3474 | 14.2156 | 144800 | 6.4836 | 0.0119 | 0.0 | 0.0323 | 0.0 |
| 6.21 | 14.2254 | 144900 | 6.0305 | 0.0119 | 0.0 | 0.0488 | 0.0 |
| 4.9733 | 14.2352 | 145000 | 4.9573 | 0.0119 | 0.0 | 0.0592 | 0.0 |
| 5.5867 | 14.2450 | 145100 | 5.5678 | 0.0119 | 0.0 | 0.0510 | 0.0 |
| 5.9554 | 14.2549 | 145200 | 5.9605 | 0.0119 | 0.0 | 0.0493 | 0.0 |
| 5.3355 | 14.2647 | 145300 | 5.1861 | 0.0119 | 0.0 | 0.0534 | 0.0 |
| 6.0553 | 14.2745 | 145400 | 6.2261 | 0.0119 | 0.0 | 0.0403 | 0.0 |
| 6.0219 | 14.2843 | 145500 | 6.5143 | 0.0119 | 0.0 | 0.0410 | 0.0 |
| 4.6482 | 14.2941 | 145600 | 4.6672 | 0.0119 | 0.0 | 0.0582 | 0.0 |
| 4.8866 | 14.3039 | 145700 | 5.0437 | 0.0119 | 0.0 | 0.0560 | 0.0 |
| 4.8207 | 14.3138 | 145800 | 4.9055 | 0.0119 | 0.0 | 0.0546 | 0.0 |
| 5.3097 | 14.3236 | 145900 | 5.2828 | 0.0119 | 0.0 | 0.0556 | 0.0 |
| 5.0422 | 14.3334 | 146000 | 4.9738 | 0.0119 | 0.0 | 0.0536 | 0.0 |
| 5.081 | 14.3432 | 146100 | 5.0364 | 0.0119 | 0.0 | 0.0549 | 0.0 |
| 4.5308 | 14.3530 | 146200 | 4.7253 | 0.0119 | 0.0 | 0.0563 | 0.0 |
| 4.7461 | 14.3629 | 146300 | 4.9405 | 0.0119 | 0.0 | 0.0538 | 0.0 |
| 5.4337 | 14.3727 | 146400 | 5.5230 | 0.0119 | 0.0 | 0.0534 | 0.0 |
| 5.2362 | 14.3825 | 146500 | 5.3007 | 0.0119 | 0.0 | 0.0540 | 0.0 |
| 4.807 | 14.3923 | 146600 | 4.7102 | 0.0119 | 0.0 | 0.0527 | 0.0 |
| 5.1923 | 14.4021 | 146700 | 5.5888 | 0.0119 | 0.0 | 0.0464 | 0.0 |
| 4.749 | 14.4119 | 146800 | 4.9301 | 0.0119 | 0.0 | 0.0525 | 0.0 |
| 5.0288 | 14.4218 | 146900 | 5.1075 | 0.0119 | 0.0 | 0.0511 | 0.0 |
| 6.8244 | 14.4316 | 147000 | 5.6347 | 0.0119 | 0.0 | 0.0448 | 0.0 |
| 5.9075 | 14.4414 | 147100 | 5.7847 | 0.0119 | 0.0 | 0.0424 | 0.0 |
| 4.4747 | 14.4512 | 147200 | 4.7356 | 0.0119 | 0.0 | 0.0556 | 0.0 |
| 4.8255 | 14.4610 | 147300 | 4.9729 | 0.0119 | 0.0 | 0.0610 | 0.0 |
| 4.3677 | 14.4708 | 147400 | 4.3766 | 0.0119 | 0.0 | 0.0582 | 0.0 |
| 5.1181 | 14.4807 | 147500 | 4.9542 | 0.0119 | 0.0 | 0.0561 | 0.0 |
| 4.9576 | 14.4905 | 147600 | 4.6754 | 0.0119 | 0.0 | 0.0585 | 0.0 |
| 4.4832 | 14.5003 | 147700 | 4.5595 | 0.0119 | 0.0 | 0.0639 | 0.0 |
| 5.469 | 14.5101 | 147800 | 5.2185 | 0.0119 | 0.0001 | 0.0556 | 0.0001 |
| 5.294 | 14.5199 | 147900 | 5.4587 | 0.0119 | 0.0 | 0.0492 | 0.0 |
| 4.6962 | 14.5297 | 148000 | 4.7054 | 0.0119 | 0.0 | 0.0494 | 0.0 |
| 5.4382 | 14.5396 | 148100 | 5.0886 | 0.0119 | 0.0 | 0.0495 | 0.0 |
| 4.6552 | 14.5494 | 148200 | 4.8025 | 0.0119 | 0.0 | 0.0507 | 0.0 |
| 7.6914 | 14.5592 | 148300 | 5.6272 | 0.0119 | 0.0 | 0.0454 | 0.0 |
| 6.6089 | 14.5690 | 148400 | 5.7899 | 0.0119 | 0.0 | 0.0430 | 0.0 |
| 5.4846 | 14.5788 | 148500 | 6.9515 | 0.0119 | 0.0 | 0.0203 | 0.0 |
| 6.1738 | 14.5887 | 148600 | 6.5675 | 0.0119 | 0.0 | 0.0296 | 0.0 |
| 5.8782 | 14.5985 | 148700 | 5.7683 | 0.0119 | 0.0 | 0.0369 | 0.0 |
| 8.693 | 14.6083 | 148800 | 8.1758 | 0.0119 | 0.0 | 0.0106 | 0.0 |
| 6.5405 | 14.6181 | 148900 | 6.4933 | 0.0119 | 0.0 | 0.0229 | 0.0 |
| 6.1407 | 14.6279 | 149000 | 5.9900 | 0.0119 | 0.0 | 0.0341 | 0.0 |
| 5.0365 | 14.6377 | 149100 | 4.8967 | 0.0119 | 0.0 | 0.0518 | 0.0 |
| 7.5593 | 14.6476 | 149200 | 6.6313 | 0.0119 | 0.0 | 0.0258 | 0.0 |
| 7.203 | 14.6574 | 149300 | 7.5671 | 0.0119 | 0.0 | 0.0143 | 0.0 |
| 5.8717 | 14.6672 | 149400 | 6.1729 | 0.0119 | 0.0 | 0.0340 | 0.0 |
| 5.4437 | 14.6770 | 149500 | 5.5704 | 0.0119 | 0.0 | 0.0471 | 0.0 |
| 5.5888 | 14.6868 | 149600 | 5.3585 | 0.0119 | 0.0 | 0.0403 | 0.0 |
| 6.1003 | 14.6966 | 149700 | 5.4352 | 0.0119 | 0.0 | 0.0410 | 0.0 |
| 5.2674 | 14.7065 | 149800 | 4.8420 | 0.0119 | 0.0 | 0.0506 | 0.0 |
| 4.5793 | 14.7163 | 149900 | 4.5622 | 0.0119 | 0.0 | 0.0522 | 0.0 |
| 4.1043 | 14.7261 | 150000 | 4.2394 | 0.0119 | 0.0 | 0.0516 | 0.0 |
| 4.4875 | 14.7359 | 150100 | 5.1826 | 0.0119 | 0.0 | 0.0374 | 0.0 |
| 5.5488 | 14.7457 | 150200 | 6.2931 | 0.0119 | 0.0 | 0.0259 | 0.0 |
| 6.3127 | 14.7555 | 150300 | 6.1651 | 0.0119 | 0.0 | 0.0295 | 0.0 |
| 4.9526 | 14.7654 | 150400 | 5.4312 | 0.0119 | 0.0 | 0.0363 | 0.0 |
| 4.9177 | 14.7752 | 150500 | 4.6261 | 0.0119 | 0.0 | 0.0430 | 0.0 |
| 4.7351 | 14.7850 | 150600 | 4.9578 | 0.0119 | 0.0 | 0.0435 | 0.0 |
| 5.0164 | 14.7948 | 150700 | 5.1924 | 0.0119 | 0.0 | 0.0384 | 0.0 |
| 5.7027 | 14.8046 | 150800 | 6.0787 | 0.0119 | 0.0 | 0.0318 | 0.0 |
| 5.2325 | 14.8145 | 150900 | 5.6516 | 0.0119 | 0.0 | 0.0340 | 0.0 |
| 5.8038 | 14.8243 | 151000 | 5.1704 | 0.0119 | 0.0 | 0.0388 | 0.0 |
| 5.2779 | 14.8341 | 151100 | 5.5201 | 0.0119 | 0.0 | 0.0378 | 0.0 |
| 5.2931 | 14.8439 | 151200 | 5.1802 | 0.0119 | 0.0 | 0.0375 | 0.0 |
| 5.5977 | 14.8537 | 151300 | 5.5719 | 0.0119 | 0.0 | 0.0321 | 0.0 |
| 5.2525 | 14.8635 | 151400 | 5.3712 | 0.0119 | 0.0 | 0.0350 | 0.0 |
| 4.9829 | 14.8734 | 151500 | 5.2242 | 0.0119 | 0.0 | 0.0340 | 0.0 |
| 4.3617 | 14.8832 | 151600 | 4.4339 | 0.0119 | 0.0001 | 0.0456 | 0.0001 |
| 5.696 | 14.8930 | 151700 | 6.1199 | 0.0119 | 0.0001 | 0.0403 | 0.0001 |
| 4.5577 | 14.9028 | 151800 | 4.3843 | 0.0119 | 0.0 | 0.0457 | 0.0 |
| 6.5671 | 14.9126 | 151900 | 5.8818 | 0.0119 | 0.0 | 0.0337 | 0.0 |
| 5.8783 | 14.9224 | 152000 | 5.4450 | 0.0119 | 0.0 | 0.0350 | 0.0 |
| 5.0765 | 14.9323 | 152100 | 5.0182 | 0.0119 | 0.0 | 0.0494 | 0.0 |
| 5.937 | 14.9421 | 152200 | 6.0392 | 0.0119 | 0.0 | 0.0345 | 0.0 |
| 5.7269 | 14.9519 | 152300 | 5.4291 | 0.0119 | 0.0 | 0.0394 | 0.0 |
| 4.9178 | 14.9617 | 152400 | 4.6461 | 0.0119 | 0.0 | 0.0515 | 0.0 |
| 4.9385 | 14.9715 | 152500 | 4.9085 | 0.0119 | 0.0 | 0.0499 | 0.0 |
| 4.5933 | 14.9813 | 152600 | 4.6623 | 0.0119 | 0.0 | 0.0532 | 0.0 |
| 4.6755 | 14.9912 | 152700 | 4.6976 | 0.0119 | 0.0 | 0.0567 | 0.0 |
| 4.3828 | 15.0010 | 152800 | 4.4086 | 0.0119 | 0.0 | 0.0563 | 0.0 |
| 4.4542 | 15.0108 | 152900 | 4.4976 | 0.0119 | 0.0 | 0.0607 | 0.0 |
| 4.4675 | 15.0206 | 153000 | 4.4213 | 0.0119 | 0.0 | 0.0574 | 0.0 |
| 5.0711 | 15.0304 | 153100 | 5.1701 | 0.0119 | 0.0 | 0.0519 | 0.0 |
| 4.4937 | 15.0403 | 153200 | 4.4438 | 0.0119 | 0.0 | 0.0554 | 0.0 |
| 5.396 | 15.0501 | 153300 | 5.1547 | 0.0119 | 0.0001 | 0.0441 | 0.0001 |
| 5.1349 | 15.0599 | 153400 | 4.7539 | 0.0119 | 0.0 | 0.0549 | 0.0 |
| 4.3125 | 15.0697 | 153500 | 4.5355 | 0.0119 | 0.0 | 0.0566 | 0.0 |
| 5.137 | 15.0795 | 153600 | 5.5928 | 0.0119 | 0.0 | 0.0463 | 0.0 |
| 4.8817 | 15.0893 | 153700 | 4.9540 | 0.0119 | 0.0001 | 0.0529 | 0.0001 |
| 4.8528 | 15.0992 | 153800 | 4.8399 | 0.0119 | 0.0 | 0.0533 | 0.0 |
| 4.9837 | 15.1090 | 153900 | 4.9666 | 0.0119 | 0.0 | 0.0432 | 0.0 |
| 5.4598 | 15.1188 | 154000 | 5.3437 | 0.0119 | 0.0 | 0.0408 | 0.0 |
| 4.7251 | 15.1286 | 154100 | 4.6716 | 0.0119 | 0.0 | 0.0493 | 0.0 |
| 5.264 | 15.1384 | 154200 | 5.2640 | 0.0119 | 0.0 | 0.0488 | 0.0 |
| 5.2246 | 15.1482 | 154300 | 5.5437 | 0.0119 | 0.0 | 0.0493 | 0.0 |
| 5.3467 | 15.1581 | 154400 | 5.2565 | 0.0119 | 0.0 | 0.0460 | 0.0 |
| 5.3072 | 15.1679 | 154500 | 5.8242 | 0.0119 | 0.0 | 0.0400 | 0.0 |
| 4.6826 | 15.1777 | 154600 | 4.9097 | 0.0119 | 0.0 | 0.0458 | 0.0 |
| 5.1281 | 15.1875 | 154700 | 5.6337 | 0.0119 | 0.0 | 0.0432 | 0.0 |
| 4.8881 | 15.1973 | 154800 | 4.6987 | 0.0119 | 0.0 | 0.0518 | 0.0 |
| 4.2754 | 15.2071 | 154900 | 4.5958 | 0.0119 | 0.0 | 0.0519 | 0.0 |
| 4.4364 | 15.2170 | 155000 | 4.2784 | 0.0119 | 0.0 | 0.0545 | 0.0 |
| 4.1033 | 15.2268 | 155100 | 4.1108 | 0.0119 | 0.0 | 0.0553 | 0.0 |
| 4.4837 | 15.2366 | 155200 | 4.7076 | 0.0119 | 0.0 | 0.0532 | 0.0 |
| 3.8393 | 15.2464 | 155300 | 3.9602 | 0.0119 | 0.0 | 0.0591 | 0.0 |
| 4.2383 | 15.2562 | 155400 | 4.1700 | 0.0119 | 0.0 | 0.0566 | 0.0 |
| 4.6058 | 15.2661 | 155500 | 4.4167 | 0.0119 | 0.0 | 0.0538 | 0.0 |
| 4.2275 | 15.2759 | 155600 | 4.2608 | 0.0119 | 0.0 | 0.0581 | 0.0 |
| 4.2909 | 15.2857 | 155700 | 4.2306 | 0.0119 | 0.0 | 0.0579 | 0.0 |
| 4.6154 | 15.2955 | 155800 | 4.6953 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 4.3327 | 15.3053 | 155900 | 4.3202 | 0.0119 | 0.0001 | 0.0586 | 0.0001 |
| 4.2406 | 15.3151 | 156000 | 4.1216 | 0.0119 | 0.0 | 0.0564 | 0.0 |
| 3.9901 | 15.3250 | 156100 | 4.0233 | 0.0119 | 0.0 | 0.0604 | 0.0 |
| 4.131 | 15.3348 | 156200 | 3.9565 | 0.0119 | 0.0 | 0.0622 | 0.0 |
| 4.0883 | 15.3446 | 156300 | 4.0327 | 0.0119 | 0.0 | 0.0633 | 0.0 |
| 4.1453 | 15.3544 | 156400 | 4.1376 | 0.0119 | 0.0001 | 0.0602 | 0.0001 |
| 3.9675 | 15.3642 | 156500 | 4.0204 | 0.0119 | 0.0 | 0.0552 | 0.0 |
| 3.9731 | 15.3740 | 156600 | 4.0834 | 0.0119 | 0.0 | 0.0563 | 0.0 |
| 3.9523 | 15.3839 | 156700 | 3.7845 | 0.0119 | 0.0 | 0.0602 | 0.0 |
| 3.8382 | 15.3937 | 156800 | 4.2969 | 0.0119 | 0.0 | 0.0580 | 0.0 |
| 4.2452 | 15.4035 | 156900 | 4.2017 | 0.0119 | 0.0 | 0.0571 | 0.0 |
| 4.5208 | 15.4133 | 157000 | 4.6583 | 0.0119 | 0.0 | 0.0522 | 0.0 |
| 4.4878 | 15.4231 | 157100 | 4.5196 | 0.0119 | 0.0 | 0.0555 | 0.0 |
| 4.1669 | 15.4329 | 157200 | 4.4307 | 0.0119 | 0.0 | 0.0553 | 0.0 |
| 3.9865 | 15.4428 | 157300 | 4.2076 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 5.2099 | 15.4526 | 157400 | 5.1373 | 0.0119 | 0.0 | 0.0462 | 0.0 |
| 4.3511 | 15.4624 | 157500 | 4.2854 | 0.0119 | 0.0001 | 0.0553 | 0.0001 |
| 4.4308 | 15.4722 | 157600 | 4.3270 | 0.0119 | 0.0001 | 0.0581 | 0.0001 |
| 4.1909 | 15.4820 | 157700 | 4.3567 | 0.0119 | 0.0 | 0.0586 | 0.0 |
| 4.2494 | 15.4919 | 157800 | 4.1098 | 0.0119 | 0.0 | 0.0570 | 0.0 |
| 3.9563 | 15.5017 | 157900 | 3.9491 | 0.0119 | 0.0 | 0.0578 | 0.0 |
| 4.1269 | 15.5115 | 158000 | 4.1293 | 0.0119 | 0.0 | 0.0598 | 0.0 |
| 4.6247 | 15.5213 | 158100 | 4.5067 | 0.0119 | 0.0 | 0.0546 | 0.0 |
| 4.938 | 15.5311 | 158200 | 5.2106 | 0.0119 | 0.0 | 0.0501 | 0.0 |
| 5.6886 | 15.5409 | 158300 | 5.6101 | 0.0119 | 0.0 | 0.0440 | 0.0 |
| 5.1081 | 15.5508 | 158400 | 5.3099 | 0.0119 | 0.0 | 0.0468 | 0.0 |
| 5.1746 | 15.5606 | 158500 | 5.1572 | 0.0119 | 0.0 | 0.0465 | 0.0 |
| 11.8414 | 15.5704 | 158600 | 12.0997 | 0.0119 | 0.0 | 0.0007 | 0.0 |
| 10.6132 | 15.5802 | 158700 | 10.8708 | 0.0119 | 0.0 | 0.0016 | 0.0 |
| 9.1439 | 15.5900 | 158800 | 8.4428 | 0.0119 | 0.0 | 0.0140 | 0.0 |
| 7.589 | 15.5998 | 158900 | 7.6356 | 0.0119 | 0.0 | 0.0178 | 0.0 |
| 6.7086 | 15.6097 | 159000 | 7.0462 | 0.0119 | 0.0 | 0.0319 | 0.0 |
| 7.7821 | 15.6195 | 159100 | 7.7359 | 0.0119 | 0.0 | 0.0233 | 0.0 |
| 7.1712 | 15.6293 | 159200 | 6.9943 | 0.0119 | 0.0 | 0.0259 | 0.0 |
| 7.9951 | 15.6391 | 159300 | 6.7740 | 0.0119 | 0.0 | 0.0264 | 0.0 |
| 8.1791 | 15.6489 | 159400 | 8.0487 | 0.0119 | 0.0 | 0.0183 | 0.0 |
| 7.7782 | 15.6587 | 159500 | 7.6497 | 0.0119 | 0.0 | 0.0177 | 0.0 |
| 5.2545 | 15.6686 | 159600 | 6.1669 | 0.0119 | 0.0 | 0.0362 | 0.0 |
| 5.6203 | 15.6784 | 159700 | 5.4432 | 0.0119 | 0.0 | 0.0422 | 0.0 |
| 5.8877 | 15.6882 | 159800 | 6.0897 | 0.0119 | 0.0 | 0.0316 | 0.0 |
| 6.1452 | 15.6980 | 159900 | 6.1635 | 0.0119 | 0.0 | 0.0354 | 0.0 |
| 7.0807 | 15.7078 | 160000 | 7.4230 | 0.0119 | 0.0 | 0.0138 | 0.0 |
| 6.2386 | 15.7177 | 160100 | 5.9575 | 0.0119 | 0.0 | 0.0350 | 0.0 |
| 6.1841 | 15.7275 | 160200 | 6.3957 | 0.0119 | 0.0 | 0.0295 | 0.0 |
| 6.2444 | 15.7373 | 160300 | 6.4019 | 0.0119 | 0.0 | 0.0274 | 0.0 |
| 6.4642 | 15.7471 | 160400 | 6.4501 | 0.0119 | 0.0 | 0.0282 | 0.0 |
| 5.4221 | 15.7569 | 160500 | 5.3862 | 0.0119 | 0.0 | 0.0435 | 0.0 |
| 4.9235 | 15.7667 | 160600 | 4.9785 | 0.0119 | 0.0 | 0.0519 | 0.0 |
| 7.2796 | 15.7766 | 160700 | 7.0518 | 0.0119 | 0.0 | 0.0209 | 0.0 |
| 6.0834 | 15.7864 | 160800 | 6.2808 | 0.0119 | 0.0 | 0.0327 | 0.0 |
| 6.1938 | 15.7962 | 160900 | 7.1616 | 0.0119 | 0.0 | 0.0201 | 0.0 |
| 8.2653 | 15.8060 | 161000 | 8.2169 | 0.0119 | 0.0 | 0.0069 | 0.0 |
| 6.6372 | 15.8158 | 161100 | 6.4868 | 0.0119 | 0.0 | 0.0258 | 0.0 |
| 5.6133 | 15.8256 | 161200 | 5.8589 | 0.0119 | 0.0 | 0.0393 | 0.0 |
| 6.1588 | 15.8355 | 161300 | 6.0898 | 0.0119 | 0.0 | 0.0375 | 0.0 |
| 8.0266 | 15.8453 | 161400 | 7.4332 | 0.0119 | 0.0 | 0.0184 | 0.0 |
| 7.2928 | 15.8551 | 161500 | 7.2487 | 0.0119 | 0.0 | 0.0217 | 0.0 |
| 6.1857 | 15.8649 | 161600 | 6.2424 | 0.0119 | 0.0 | 0.0406 | 0.0 |
| 7.6757 | 15.8747 | 161700 | 7.1712 | 0.0119 | 0.0 | 0.0247 | 0.0 |
| 6.2337 | 15.8845 | 161800 | 6.2415 | 0.0119 | 0.0 | 0.0341 | 0.0 |
| 7.4171 | 15.8944 | 161900 | 7.5552 | 0.0119 | 0.0 | 0.0126 | 0.0 |
| 6.1784 | 15.9042 | 162000 | 6.0598 | 0.0119 | 0.0 | 0.0388 | 0.0 |
| 8.3693 | 15.9140 | 162100 | 7.5086 | 0.0119 | 0.0 | 0.0082 | 0.0 |
| 7.5362 | 15.9238 | 162200 | 7.8670 | 0.0119 | 0.0 | 0.0080 | 0.0 |
| 8.1215 | 15.9336 | 162300 | 7.7367 | 0.0119 | 0.0 | 0.0087 | 0.0 |
| 8.5322 | 15.9435 | 162400 | 8.5946 | 0.0119 | 0.0 | 0.0034 | 0.0 |
| 9.0348 | 15.9533 | 162500 | 9.2447 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 8.8674 | 15.9631 | 162600 | 8.6662 | 0.0119 | 0.0 | 0.0037 | 0.0 |
| 9.0407 | 15.9729 | 162700 | 9.0974 | 0.0119 | 0.0 | 0.0016 | 0.0 |
| 8.9758 | 15.9827 | 162800 | 8.7736 | 0.0119 | 0.0 | 0.0031 | 0.0 |
| 8.1947 | 15.9925 | 162900 | 8.8553 | 0.0119 | 0.0 | 0.0040 | 0.0 |
| 9.944 | 16.0024 | 163000 | 9.9075 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 9.8027 | 16.0122 | 163100 | 10.1606 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 11.4673 | 16.0220 | 163200 | 12.1544 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.7727 | 16.0318 | 163300 | 11.9473 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 10.6045 | 16.0416 | 163400 | 10.1941 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.5564 | 16.0514 | 163500 | 9.9402 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 8.546 | 16.0613 | 163600 | 8.1787 | 0.0119 | 0.0 | 0.0038 | 0.0 |
| 6.5298 | 16.0711 | 163700 | 7.0780 | 0.0119 | 0.0 | 0.0206 | 0.0 |
| 11.0289 | 16.0809 | 163800 | 11.1833 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 10.7716 | 16.0907 | 163900 | 10.7780 | 0.0119 | 0.0 | 0.0007 | 0.0 |
| 13.4434 | 16.1005 | 164000 | 13.8626 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.7751 | 16.1103 | 164100 | 14.0155 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.0627 | 16.1202 | 164200 | 13.0998 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.0301 | 16.1300 | 164300 | 12.0657 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.8799 | 16.1398 | 164400 | 11.7224 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 12.5648 | 16.1496 | 164500 | 12.5364 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.5499 | 16.1594 | 164600 | 12.8106 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.6891 | 16.1693 | 164700 | 13.5148 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.9815 | 16.1791 | 164800 | 13.2874 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.1378 | 16.1889 | 164900 | 13.1979 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.0969 | 16.1987 | 165000 | 12.5488 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.5582 | 16.2085 | 165100 | 12.9379 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.0624 | 16.2183 | 165200 | 12.9692 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.4955 | 16.2282 | 165300 | 12.3216 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.4329 | 16.2380 | 165400 | 11.3252 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.9501 | 16.2478 | 165500 | 12.6639 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.8649 | 16.2576 | 165600 | 11.8722 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.4744 | 16.2674 | 165700 | 12.5087 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.5859 | 16.2772 | 165800 | 11.8213 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 10.8658 | 16.2871 | 165900 | 10.8037 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 11.0267 | 16.2969 | 166000 | 10.9785 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 10.4929 | 16.3067 | 166100 | 10.5740 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.143 | 16.3165 | 166200 | 10.5723 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.532 | 16.3263 | 166300 | 10.5757 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 10.0934 | 16.3361 | 166400 | 10.4544 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.5459 | 16.3460 | 166500 | 10.5328 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.7067 | 16.3558 | 166600 | 11.0715 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 13.9448 | 16.3656 | 166700 | 14.1316 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.9819 | 16.3754 | 166800 | 13.4472 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.6865 | 16.3852 | 166900 | 12.8053 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.4586 | 16.3951 | 167000 | 12.5198 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 11.64 | 16.4049 | 167100 | 11.7463 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.8716 | 16.4147 | 167200 | 12.7429 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.066 | 16.4245 | 167300 | 12.0762 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.0916 | 16.4343 | 167400 | 12.4143 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.8376 | 16.4441 | 167500 | 12.4237 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.0764 | 16.4540 | 167600 | 12.8168 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.1289 | 16.4638 | 167700 | 13.2993 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.6513 | 16.4736 | 167800 | 13.7865 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.7692 | 16.4834 | 167900 | 15.9941 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4622 | 16.4932 | 168000 | 16.4827 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4291 | 16.5030 | 168100 | 16.6347 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4581 | 16.5129 | 168200 | 16.5025 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.8547 | 16.5227 | 168300 | 17.3302 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.7548 | 16.5325 | 168400 | 15.6405 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4765 | 16.5423 | 168500 | 16.4368 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.98 | 16.5521 | 168600 | 16.2543 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.0426 | 16.5619 | 168700 | 15.7704 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.2498 | 16.5718 | 168800 | 17.2615 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.7934 | 16.5816 | 168900 | 17.4294 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.8616 | 16.5914 | 169000 | 16.7031 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.5613 | 16.6012 | 169100 | 15.7084 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.5272 | 16.6110 | 169200 | 15.6892 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.7146 | 16.6209 | 169300 | 14.8555 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.6108 | 16.6307 | 169400 | 14.5046 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.6811 | 16.6405 | 169500 | 13.3192 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.7916 | 16.6503 | 169600 | 14.1558 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.0477 | 16.6601 | 169700 | 13.5880 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.0584 | 16.6699 | 169800 | 14.1573 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.1183 | 16.6798 | 169900 | 13.9034 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.8845 | 16.6896 | 170000 | 14.0598 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.8955 | 16.6994 | 170100 | 15.1172 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.0467 | 16.7092 | 170200 | 14.9621 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.2712 | 16.7190 | 170300 | 15.7324 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.2101 | 16.7288 | 170400 | 17.2110 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.9406 | 16.7387 | 170500 | 17.0160 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.8436 | 16.7485 | 170600 | 17.7430 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.835 | 16.7583 | 170700 | 17.4165 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.5174 | 16.7681 | 170800 | 19.2159 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.5734 | 16.7779 | 170900 | 13.0895 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.1542 | 16.7877 | 171000 | 16.2926 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.1509 | 16.7976 | 171100 | 13.1100 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 10.8394 | 16.8074 | 171200 | 10.6625 | 0.0119 | 0.0 | 0.0008 | 0.0 |
| 10.728 | 16.8172 | 171300 | 11.3712 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 8.8754 | 16.8270 | 171400 | 8.6314 | 0.0119 | 0.0 | 0.0033 | 0.0 |
| 9.9387 | 16.8368 | 171500 | 9.9191 | 0.0119 | 0.0 | 0.0009 | 0.0 |
| 9.9596 | 16.8467 | 171600 | 9.6331 | 0.0119 | 0.0 | 0.0018 | 0.0 |
| 9.4369 | 16.8565 | 171700 | 10.4385 | 0.0119 | 0.0 | 0.0010 | 0.0 |
| 9.5355 | 16.8663 | 171800 | 8.9860 | 0.0119 | 0.0 | 0.0043 | 0.0 |
| 10.8501 | 16.8761 | 171900 | 11.0022 | 0.0119 | 0.0 | 0.0004 | 0.0 |
| 11.4778 | 16.8859 | 172000 | 11.2052 | 0.0119 | 0.0 | 0.0005 | 0.0 |
| 9.432 | 16.8957 | 172100 | 8.6120 | 0.0119 | 0.0 | 0.0087 | 0.0 |
| 8.696 | 16.9056 | 172200 | 8.9455 | 0.0119 | 0.0 | 0.0051 | 0.0 |
| 11.4481 | 16.9154 | 172300 | 11.3651 | 0.0119 | 0.0 | 0.0009 | 0.0 |
| 10.9623 | 16.9252 | 172400 | 11.7438 | 0.0119 | 0.0 | 0.0009 | 0.0 |
| 11.1301 | 16.9350 | 172500 | 11.5376 | 0.0119 | 0.0 | 0.0009 | 0.0 |
| 7.2448 | 16.9448 | 172600 | 7.1806 | 0.0119 | 0.0 | 0.0244 | 0.0 |
| 7.4995 | 16.9546 | 172700 | 7.8675 | 0.0119 | 0.0 | 0.0141 | 0.0 |
| 7.5665 | 16.9645 | 172800 | 8.1397 | 0.0119 | 0.0 | 0.0116 | 0.0 |
| 7.6822 | 16.9743 | 172900 | 8.0364 | 0.0119 | 0.0 | 0.0122 | 0.0 |
| 6.6634 | 16.9841 | 173000 | 6.9396 | 0.0119 | 0.0 | 0.0216 | 0.0 |
| 6.3804 | 16.9939 | 173100 | 7.1391 | 0.0119 | 0.0 | 0.0171 | 0.0 |
| 4.9444 | 17.0037 | 173200 | 5.1556 | 0.0119 | 0.0001 | 0.0409 | 0.0001 |
| 6.1216 | 17.0135 | 173300 | 6.3914 | 0.0119 | 0.0 | 0.0304 | 0.0 |
| 7.2452 | 17.0234 | 173400 | 7.6501 | 0.0119 | 0.0 | 0.0194 | 0.0 |
| 6.9902 | 17.0332 | 173500 | 7.0857 | 0.0119 | 0.0 | 0.0276 | 0.0 |
| 5.3933 | 17.0430 | 173600 | 5.7791 | 0.0119 | 0.0 | 0.0412 | 0.0 |
| 6.0075 | 17.0528 | 173700 | 5.9379 | 0.0119 | 0.0001 | 0.0322 | 0.0001 |
| 5.9954 | 17.0626 | 173800 | 5.5781 | 0.0119 | 0.0 | 0.0421 | 0.0 |
| 5.0025 | 17.0725 | 173900 | 4.8642 | 0.0119 | 0.0 | 0.0487 | 0.0 |
| 5.8677 | 17.0823 | 174000 | 5.7701 | 0.0119 | 0.0 | 0.0401 | 0.0 |
| 4.7716 | 17.0921 | 174100 | 4.6562 | 0.0119 | 0.0 | 0.0498 | 0.0 |
| 3.9635 | 17.1019 | 174200 | 4.1138 | 0.0119 | 0.0 | 0.0549 | 0.0 |
| 4.0604 | 17.1117 | 174300 | 3.9981 | 0.0119 | 0.0 | 0.0565 | 0.0 |
| 4.4063 | 17.1215 | 174400 | 4.4599 | 0.0119 | 0.0 | 0.0545 | 0.0 |
| 4.9618 | 17.1314 | 174500 | 4.9970 | 0.0119 | 0.0001 | 0.0502 | 0.0001 |
| 4.6551 | 17.1412 | 174600 | 5.0039 | 0.0119 | 0.0 | 0.0513 | 0.0 |
| 5.8015 | 17.1510 | 174700 | 5.7411 | 0.0119 | 0.0 | 0.0404 | 0.0 |
| 5.6134 | 17.1608 | 174800 | 5.8456 | 0.0119 | 0.0001 | 0.0424 | 0.0001 |
| 5.1956 | 17.1706 | 174900 | 5.1335 | 0.0119 | 0.0 | 0.0514 | 0.0 |
| 5.185 | 17.1804 | 175000 | 5.1628 | 0.0119 | 0.0001 | 0.0474 | 0.0001 |
| 5.0134 | 17.1903 | 175100 | 5.2165 | 0.0119 | 0.0 | 0.0513 | 0.0 |
| 5.5138 | 17.2001 | 175200 | 5.5762 | 0.0119 | 0.0 | 0.0469 | 0.0 |
| 4.9991 | 17.2099 | 175300 | 5.3348 | 0.0119 | 0.0 | 0.0454 | 0.0 |
| 5.3384 | 17.2197 | 175400 | 5.2339 | 0.0119 | 0.0 | 0.0509 | 0.0 |
| 4.8578 | 17.2295 | 175500 | 4.9013 | 0.0119 | 0.0 | 0.0544 | 0.0 |
| 4.6904 | 17.2393 | 175600 | 4.5540 | 0.0119 | 0.0 | 0.0531 | 0.0 |
| 4.682 | 17.2492 | 175700 | 4.8028 | 0.0119 | 0.0 | 0.0500 | 0.0 |
| 4.384 | 17.2590 | 175800 | 4.4065 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 4.4576 | 17.2688 | 175900 | 4.4889 | 0.0119 | 0.0 | 0.0527 | 0.0 |
| 4.7752 | 17.2786 | 176000 | 4.6020 | 0.0119 | 0.0 | 0.0515 | 0.0 |
| 4.8308 | 17.2884 | 176100 | 5.1355 | 0.0119 | 0.0 | 0.0472 | 0.0 |
| 4.6775 | 17.2983 | 176200 | 4.6811 | 0.0119 | 0.0 | 0.0504 | 0.0 |
| 4.5516 | 17.3081 | 176300 | 4.5427 | 0.0119 | 0.0 | 0.0546 | 0.0 |
| 4.2695 | 17.3179 | 176400 | 4.2890 | 0.0119 | 0.0001 | 0.0560 | 0.0001 |
| 4.8204 | 17.3277 | 176500 | 4.9356 | 0.0119 | 0.0 | 0.0521 | 0.0 |
| 5.4162 | 17.3375 | 176600 | 5.3997 | 0.0119 | 0.0 | 0.0482 | 0.0 |
| 5.4204 | 17.3473 | 176700 | 5.4464 | 0.0119 | 0.0 | 0.0465 | 0.0 |
| 5.515 | 17.3572 | 176800 | 5.5625 | 0.0119 | 0.0 | 0.0439 | 0.0 |
| 5.8527 | 17.3670 | 176900 | 5.9868 | 0.0119 | 0.0 | 0.0396 | 0.0 |
| 6.1725 | 17.3768 | 177000 | 6.2526 | 0.0119 | 0.0 | 0.0360 | 0.0 |
| 5.9499 | 17.3866 | 177100 | 6.0019 | 0.0119 | 0.0 | 0.0395 | 0.0 |
| 4.7695 | 17.3964 | 177200 | 4.7383 | 0.0119 | 0.0 | 0.0539 | 0.0 |
| 5.59 | 17.4062 | 177300 | 5.7409 | 0.0119 | 0.0 | 0.0473 | 0.0 |
| 5.6842 | 17.4161 | 177400 | 5.5887 | 0.0119 | 0.0 | 0.0457 | 0.0 |
| 6.336 | 17.4259 | 177500 | 6.4638 | 0.0119 | 0.0 | 0.0297 | 0.0 |
| 7.0102 | 17.4357 | 177600 | 7.0424 | 0.0119 | 0.0 | 0.0213 | 0.0 |
| 6.3955 | 17.4455 | 177700 | 6.3247 | 0.0119 | 0.0 | 0.0350 | 0.0 |
| 7.2986 | 17.4553 | 177800 | 7.2067 | 0.0119 | 0.0 | 0.0222 | 0.0 |
| 6.2965 | 17.4651 | 177900 | 6.1095 | 0.0119 | 0.0 | 0.0350 | 0.0 |
| 6.2259 | 17.4750 | 178000 | 5.9947 | 0.0119 | 0.0 | 0.0389 | 0.0 |
| 5.9369 | 17.4848 | 178100 | 6.0734 | 0.0119 | 0.0 | 0.0359 | 0.0 |
| 6.8354 | 17.4946 | 178200 | 6.7292 | 0.0119 | 0.0 | 0.0287 | 0.0 |
| 7.065 | 17.5044 | 178300 | 6.8772 | 0.0119 | 0.0 | 0.0213 | 0.0 |
| 7.7069 | 17.5142 | 178400 | 7.8202 | 0.0119 | 0.0 | 0.0057 | 0.0 |
| 8.2318 | 17.5241 | 178500 | 7.7993 | 0.0119 | 0.0 | 0.0067 | 0.0 |
| 7.4939 | 17.5339 | 178600 | 7.5307 | 0.0119 | 0.0 | 0.0127 | 0.0 |
| 7.1387 | 17.5437 | 178700 | 7.0603 | 0.0119 | 0.0 | 0.0181 | 0.0 |
| 7.1388 | 17.5535 | 178800 | 7.0927 | 0.0119 | 0.0 | 0.0173 | 0.0 |
| 7.5141 | 17.5633 | 178900 | 7.4822 | 0.0119 | 0.0 | 0.0123 | 0.0 |
| 6.733 | 17.5731 | 179000 | 6.7482 | 0.0119 | 0.0 | 0.0310 | 0.0 |
| 6.6937 | 17.5830 | 179100 | 6.7226 | 0.0119 | 0.0 | 0.0335 | 0.0 |
| 6.964 | 17.5928 | 179200 | 6.8614 | 0.0119 | 0.0 | 0.0238 | 0.0 |
| 7.3526 | 17.6026 | 179300 | 7.3255 | 0.0119 | 0.0 | 0.0156 | 0.0 |
| 7.2795 | 17.6124 | 179400 | 7.5896 | 0.0119 | 0.0 | 0.0107 | 0.0 |
| 6.8441 | 17.6222 | 179500 | 6.7437 | 0.0119 | 0.0 | 0.0262 | 0.0 |
| 6.5492 | 17.6320 | 179600 | 6.4430 | 0.0119 | 0.0 | 0.0310 | 0.0 |
| 5.3518 | 17.6419 | 179700 | 5.4597 | 0.0119 | 0.0 | 0.0512 | 0.0 |
| 5.4525 | 17.6517 | 179800 | 5.6420 | 0.0119 | 0.0 | 0.0480 | 0.0 |
| 5.3886 | 17.6615 | 179900 | 5.3602 | 0.0119 | 0.0 | 0.0484 | 0.0 |
| 5.4278 | 17.6713 | 180000 | 5.5415 | 0.0119 | 0.0 | 0.0464 | 0.0 |
| 5.5156 | 17.6811 | 180100 | 5.3352 | 0.0119 | 0.0 | 0.0463 | 0.0 |
| 6.4461 | 17.6909 | 180200 | 6.4599 | 0.0119 | 0.0 | 0.0344 | 0.0 |
| 5.9817 | 17.7008 | 180300 | 5.8184 | 0.0119 | 0.0 | 0.0414 | 0.0 |
| 6.2782 | 17.7106 | 180400 | 6.0001 | 0.0119 | 0.0 | 0.0381 | 0.0 |
| 4.8781 | 17.7204 | 180500 | 4.9557 | 0.0119 | 0.0 | 0.0514 | 0.0 |
| 5.2118 | 17.7302 | 180600 | 5.4050 | 0.0119 | 0.0 | 0.0460 | 0.0 |
| 6.3282 | 17.7400 | 180700 | 5.6486 | 0.0119 | 0.0 | 0.0377 | 0.0 |
| 6.1418 | 17.7499 | 180800 | 5.8752 | 0.0119 | 0.0 | 0.0393 | 0.0 |
| 5.7832 | 17.7597 | 180900 | 5.6127 | 0.0119 | 0.0 | 0.0407 | 0.0 |
| 5.7473 | 17.7695 | 181000 | 6.0710 | 0.0119 | 0.0 | 0.0291 | 0.0 |
| 5.2557 | 17.7793 | 181100 | 5.0230 | 0.0119 | 0.0 | 0.0435 | 0.0 |
| 4.6488 | 17.7891 | 181200 | 4.8370 | 0.0119 | 0.0 | 0.0381 | 0.0 |
| 4.9247 | 17.7989 | 181300 | 4.7572 | 0.0119 | 0.0 | 0.0456 | 0.0 |
| 4.7898 | 17.8088 | 181400 | 4.8075 | 0.0119 | 0.0 | 0.0475 | 0.0 |
| 5.1336 | 17.8186 | 181500 | 5.1937 | 0.0119 | 0.0 | 0.0398 | 0.0 |
| 4.4011 | 17.8284 | 181600 | 4.6265 | 0.0119 | 0.0 | 0.0437 | 0.0 |
| 4.8781 | 17.8382 | 181700 | 4.8115 | 0.0119 | 0.0 | 0.0402 | 0.0 |
| 5.167 | 17.8480 | 181800 | 5.0641 | 0.0119 | 0.0 | 0.0444 | 0.0 |
| 4.3654 | 17.8578 | 181900 | 4.3956 | 0.0119 | 0.0 | 0.0482 | 0.0 |
| 4.4853 | 17.8677 | 182000 | 4.4855 | 0.0119 | 0.0001 | 0.0406 | 0.0001 |
| 4.897 | 17.8775 | 182100 | 4.8781 | 0.0119 | 0.0 | 0.0437 | 0.0 |
| 4.4787 | 17.8873 | 182200 | 4.6110 | 0.0119 | 0.0 | 0.0440 | 0.0 |
| 4.7488 | 17.8971 | 182300 | 4.7664 | 0.0119 | 0.0 | 0.0425 | 0.0 |
| 5.07 | 17.9069 | 182400 | 5.2154 | 0.0119 | 0.0 | 0.0432 | 0.0 |
| 3.7114 | 17.9167 | 182500 | 3.9584 | 0.0119 | 0.0 | 0.0579 | 0.0 |
| 4.5109 | 17.9266 | 182600 | 4.5206 | 0.0119 | 0.0 | 0.0428 | 0.0 |
| 4.3142 | 17.9364 | 182700 | 4.4291 | 0.0119 | 0.0 | 0.0502 | 0.0 |
| 3.8829 | 17.9462 | 182800 | 3.9030 | 0.0119 | 0.0 | 0.0482 | 0.0 |
| 3.8711 | 17.9560 | 182900 | 3.9846 | 0.0119 | 0.0 | 0.0454 | 0.0 |
| 4.0261 | 17.9658 | 183000 | 4.0464 | 0.0119 | 0.0 | 0.0406 | 0.0 |
| 3.6079 | 17.9757 | 183100 | 3.6055 | 0.0119 | 0.0 | 0.0535 | 0.0 |
| 3.8035 | 17.9855 | 183200 | 3.8388 | 0.0119 | 0.0001 | 0.0516 | 0.0001 |
| 4.4668 | 17.9953 | 183300 | 4.4596 | 0.0119 | 0.0 | 0.0482 | 0.0 |
| 3.9111 | 18.0051 | 183400 | 3.9246 | 0.0119 | 0.0 | 0.0536 | 0.0 |
| 4.0394 | 18.0149 | 183500 | 3.8688 | 0.0119 | 0.0 | 0.0525 | 0.0 |
| 3.9849 | 18.0247 | 183600 | 3.8614 | 0.0119 | 0.0 | 0.0494 | 0.0 |
| 3.817 | 18.0346 | 183700 | 3.8404 | 0.0119 | 0.0 | 0.0592 | 0.0 |
| 3.8173 | 18.0444 | 183800 | 3.8324 | 0.0119 | 0.0 | 0.0544 | 0.0 |
| 3.9493 | 18.0542 | 183900 | 3.8877 | 0.0119 | 0.0001 | 0.0491 | 0.0001 |
| 3.9598 | 18.0640 | 184000 | 4.0012 | 0.0119 | 0.0 | 0.0522 | 0.0 |
| 3.9443 | 18.0738 | 184100 | 3.9059 | 0.0119 | 0.0 | 0.0516 | 0.0 |
| 4.1107 | 18.0836 | 184200 | 4.0796 | 0.0119 | 0.0 | 0.0506 | 0.0 |
| 4.1739 | 18.0935 | 184300 | 4.1857 | 0.0119 | 0.0 | 0.0479 | 0.0 |
| 3.7965 | 18.1033 | 184400 | 3.8244 | 0.0119 | 0.0 | 0.0547 | 0.0 |
| 3.7256 | 18.1131 | 184500 | 3.6940 | 0.0119 | 0.0 | 0.0562 | 0.0 |
| 3.7983 | 18.1229 | 184600 | 3.8751 | 0.0119 | 0.0 | 0.0515 | 0.0 |
| 3.6233 | 18.1327 | 184700 | 3.7371 | 0.0119 | 0.0 | 0.0533 | 0.0 |
| 3.7321 | 18.1425 | 184800 | 3.5940 | 0.0119 | 0.0 | 0.0581 | 0.0 |
| 3.5123 | 18.1524 | 184900 | 3.4831 | 0.0119 | 0.0 | 0.0573 | 0.0 |
| 3.5385 | 18.1622 | 185000 | 3.6553 | 0.0119 | 0.0 | 0.0573 | 0.0 |
| 3.9631 | 18.1720 | 185100 | 3.8183 | 0.0119 | 0.0 | 0.0542 | 0.0 |
| 4.0481 | 18.1818 | 185200 | 3.9103 | 0.0119 | 0.0 | 0.0489 | 0.0 |
| 3.886 | 18.1916 | 185300 | 3.8430 | 0.0119 | 0.0 | 0.0462 | 0.0 |
| 3.8923 | 18.2015 | 185400 | 3.9340 | 0.0119 | 0.0 | 0.0480 | 0.0 |
| 3.8057 | 18.2113 | 185500 | 3.8562 | 0.0119 | 0.0 | 0.0485 | 0.0 |
| 3.8769 | 18.2211 | 185600 | 3.8859 | 0.0119 | 0.0 | 0.0573 | 0.0 |
| 3.6958 | 18.2309 | 185700 | 3.8462 | 0.0119 | 0.0 | 0.0524 | 0.0 |
| 4.0828 | 18.2407 | 185800 | 4.0227 | 0.0119 | 0.0 | 0.0500 | 0.0 |
| 4.1913 | 18.2505 | 185900 | 4.1432 | 0.0119 | 0.0 | 0.0495 | 0.0 |
| 3.7176 | 18.2604 | 186000 | 3.7325 | 0.0119 | 0.0 | 0.0525 | 0.0 |
| 4.0507 | 18.2702 | 186100 | 4.0523 | 0.0119 | 0.0 | 0.0438 | 0.0 |
| 4.0858 | 18.2800 | 186200 | 4.1760 | 0.0119 | 0.0 | 0.0442 | 0.0 |
| 4.3631 | 18.2898 | 186300 | 4.1901 | 0.0119 | 0.0 | 0.0421 | 0.0 |
| 4.385 | 18.2996 | 186400 | 4.1559 | 0.0119 | 0.0 | 0.0441 | 0.0 |
| 5.5769 | 18.3094 | 186500 | 5.6797 | 0.0119 | 0.0 | 0.0374 | 0.0 |
| 5.5782 | 18.3193 | 186600 | 5.5397 | 0.0119 | 0.0 | 0.0373 | 0.0 |
| 6.0515 | 18.3291 | 186700 | 6.0752 | 0.0119 | 0.0 | 0.0347 | 0.0 |
| 6.0663 | 18.3389 | 186800 | 6.0959 | 0.0119 | 0.0 | 0.0301 | 0.0 |
| 5.6052 | 18.3487 | 186900 | 5.6602 | 0.0119 | 0.0 | 0.0366 | 0.0 |
| 6.909 | 18.3585 | 187000 | 6.8386 | 0.0119 | 0.0 | 0.0214 | 0.0 |
| 5.6692 | 18.3683 | 187100 | 5.5367 | 0.0119 | 0.0 | 0.0401 | 0.0 |
| 5.8166 | 18.3782 | 187200 | 5.6500 | 0.0119 | 0.0 | 0.0349 | 0.0 |
| 5.3997 | 18.3880 | 187300 | 5.4512 | 0.0119 | 0.0 | 0.0367 | 0.0 |
| 5.1318 | 18.3978 | 187400 | 5.2448 | 0.0119 | 0.0 | 0.0384 | 0.0 |
| 6.0942 | 18.4076 | 187500 | 5.9341 | 0.0119 | 0.0 | 0.0365 | 0.0 |
| 5.9498 | 18.4174 | 187600 | 6.1956 | 0.0119 | 0.0 | 0.0312 | 0.0 |
| 5.6717 | 18.4273 | 187700 | 5.5235 | 0.0119 | 0.0 | 0.0391 | 0.0 |
| 5.3044 | 18.4371 | 187800 | 5.1600 | 0.0119 | 0.0 | 0.0408 | 0.0 |
| 4.3224 | 18.4469 | 187900 | 4.2508 | 0.0119 | 0.0 | 0.0478 | 0.0 |
| 4.093 | 18.4567 | 188000 | 4.2968 | 0.0119 | 0.0 | 0.0539 | 0.0 |
| 4.0431 | 18.4665 | 188100 | 4.1159 | 0.0119 | 0.0001 | 0.0499 | 0.0001 |
| 4.9291 | 18.4763 | 188200 | 4.8458 | 0.0119 | 0.0 | 0.0497 | 0.0 |
| 4.7951 | 18.4862 | 188300 | 4.8696 | 0.0119 | 0.0 | 0.0423 | 0.0 |
| 4.2359 | 18.4960 | 188400 | 3.8265 | 0.0119 | 0.0 | 0.0544 | 0.0 |
| 3.9154 | 18.5058 | 188500 | 3.8919 | 0.0119 | 0.0001 | 0.0559 | 0.0001 |
| 3.8743 | 18.5156 | 188600 | 4.0000 | 0.0119 | 0.0 | 0.0517 | 0.0 |
| 4.7139 | 18.5254 | 188700 | 4.5528 | 0.0119 | 0.0 | 0.0463 | 0.0 |
| 6.3707 | 18.5352 | 188800 | 6.2693 | 0.0119 | 0.0 | 0.0358 | 0.0 |
| 7.3231 | 18.5451 | 188900 | 7.3462 | 0.0119 | 0.0 | 0.0232 | 0.0 |
| 13.597 | 18.5549 | 189000 | 13.6913 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 15.8711 | 18.5647 | 189100 | 17.0501 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.8465 | 18.5745 | 189200 | 18.1209 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.3967 | 18.5843 | 189300 | 15.7862 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 12.865 | 18.5941 | 189400 | 12.9367 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.1605 | 18.6040 | 189500 | 16.1305 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.2254 | 18.6138 | 189600 | 15.0998 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.8564 | 18.6236 | 189700 | 16.4091 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 15.9882 | 18.6334 | 189800 | 15.3731 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 15.0494 | 18.6432 | 189900 | 15.0678 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 14.5179 | 18.6531 | 190000 | 14.6765 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 13.712 | 18.6629 | 190100 | 13.7148 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 13.1577 | 18.6727 | 190200 | 14.1256 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.7106 | 18.6825 | 190300 | 14.4477 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.4275 | 18.6923 | 190400 | 13.4313 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.2226 | 18.7021 | 190500 | 12.5598 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 13.8528 | 18.7120 | 190600 | 13.8800 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.6058 | 18.7218 | 190700 | 14.6967 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.0659 | 18.7316 | 190800 | 16.2533 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 16.1556 | 18.7414 | 190900 | 16.1896 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.0622 | 18.7512 | 191000 | 13.6514 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.5188 | 18.7610 | 191100 | 16.9402 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.1397 | 18.7709 | 191200 | 13.7963 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.1115 | 18.7807 | 191300 | 13.8548 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 14.1397 | 18.7905 | 191400 | 13.9869 | 0.0119 | 0.0 | 0.0010 | 0.0 |
| 14.6766 | 18.8003 | 191500 | 12.8333 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 16.4251 | 18.8101 | 191600 | 15.3616 | 0.0119 | 0.0 | 0.0019 | 0.0 |
| 15.4471 | 18.8199 | 191700 | 15.0807 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 22.22 | 18.8298 | 191800 | 21.6339 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 4.4624 | 18.8396 | 191900 | 4.2921 | 0.0119 | 0.0 | 0.0562 | 0.0 |
| 4.3588 | 18.8494 | 192000 | 4.4318 | 0.0119 | 0.0 | 0.0538 | 0.0 |
| 15.6234 | 18.8592 | 192100 | 17.9419 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.8992 | 18.8690 | 192200 | 19.2764 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 3.513 | 18.8789 | 192300 | 3.5506 | 0.0119 | 0.0 | 0.0658 | 0.0 |
| 5.8343 | 18.8887 | 192400 | 6.0395 | 0.0119 | 0.0 | 0.0345 | 0.0 |
| 4.9318 | 18.8985 | 192500 | 4.9387 | 0.0119 | 0.0 | 0.0476 | 0.0 |
| 16.5998 | 18.9083 | 192600 | 16.1157 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.9348 | 18.9181 | 192700 | 13.9816 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.5991 | 18.9279 | 192800 | 13.1615 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 13.3103 | 18.9378 | 192900 | 13.3535 | 0.0119 | 0.0 | 0.0022 | 0.0 |
| 10.7125 | 18.9476 | 193000 | 9.9432 | 0.0119 | 0.0 | 0.0103 | 0.0 |
| 14.3564 | 18.9574 | 193100 | 13.6529 | 0.0119 | 0.0 | 0.0020 | 0.0 |
| 13.914 | 18.9672 | 193200 | 13.7627 | 0.0119 | 0.0 | 0.0014 | 0.0 |
| 15.961 | 18.9770 | 193300 | 16.0481 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 15.9574 | 18.9868 | 193400 | 16.7058 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 14.9801 | 18.9967 | 193500 | 14.9744 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 17.7492 | 19.0065 | 193600 | 17.2664 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.7878 | 19.0163 | 193700 | 18.2576 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.5175 | 19.0261 | 193800 | 17.4814 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.7289 | 19.0359 | 193900 | 16.5577 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.4719 | 19.0457 | 194000 | 16.9234 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 17.2098 | 19.0556 | 194100 | 16.8378 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.4788 | 19.0654 | 194200 | 17.5611 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.9311 | 19.0752 | 194300 | 13.7674 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.4046 | 19.0850 | 194400 | 15.1738 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.1339 | 19.0948 | 194500 | 14.3522 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.1742 | 19.1047 | 194600 | 14.2784 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.5731 | 19.1145 | 194700 | 15.6369 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.9599 | 19.1243 | 194800 | 15.4296 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.2074 | 19.1341 | 194900 | 13.7681 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 15.5304 | 19.1439 | 195000 | 15.8881 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.5703 | 19.1537 | 195100 | 15.1264 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.0652 | 19.1636 | 195200 | 14.5757 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.7963 | 19.1734 | 195300 | 13.3283 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 14.0454 | 19.1832 | 195400 | 14.2765 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 13.4694 | 19.1930 | 195500 | 13.4754 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 13.5964 | 19.2028 | 195600 | 13.4846 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 13.7701 | 19.2126 | 195700 | 13.9698 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 15.3324 | 19.2225 | 195800 | 15.6408 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.9018 | 19.2323 | 195900 | 16.8929 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.3296 | 19.2421 | 196000 | 16.6828 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.3621 | 19.2519 | 196100 | 16.4845 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.0893 | 19.2617 | 196200 | 16.0111 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.5416 | 19.2715 | 196300 | 16.4431 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.13 | 19.2814 | 196400 | 13.5303 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 17.1002 | 19.2912 | 196500 | 17.0304 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.8535 | 19.3010 | 196600 | 17.3250 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.0257 | 19.3108 | 196700 | 17.8733 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.6442 | 19.3206 | 196800 | 15.9441 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.1808 | 19.3305 | 196900 | 15.7258 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.4179 | 19.3403 | 197000 | 17.3208 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.3991 | 19.3501 | 197100 | 14.8158 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.7786 | 19.3599 | 197200 | 15.2222 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.0516 | 19.3697 | 197300 | 15.7291 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.9625 | 19.3795 | 197400 | 16.0356 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 13.5891 | 19.3894 | 197500 | 13.3260 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.5083 | 19.3992 | 197600 | 14.0584 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 12.6085 | 19.4090 | 197700 | 12.9877 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 12.2641 | 19.4188 | 197800 | 12.3982 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 13.8867 | 19.4286 | 197900 | 14.0888 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 15.3864 | 19.4384 | 198000 | 15.5496 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 15.7844 | 19.4483 | 198100 | 15.8982 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.0315 | 19.4581 | 198200 | 17.0483 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.0639 | 19.4679 | 198300 | 17.1233 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4291 | 19.4777 | 198400 | 16.3327 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4855 | 19.4875 | 198500 | 16.3361 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.8382 | 19.4973 | 198600 | 17.0961 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.0447 | 19.5072 | 198700 | 17.0918 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.8618 | 19.5170 | 198800 | 16.7090 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.586 | 19.5268 | 198900 | 15.5972 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.8342 | 19.5366 | 199000 | 14.8593 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 15.2165 | 19.5464 | 199100 | 15.3826 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.5186 | 19.5563 | 199200 | 15.2503 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 16.3966 | 19.5661 | 199300 | 16.5237 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 16.5816 | 19.5759 | 199400 | 16.4749 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.2715 | 19.5857 | 199500 | 16.0795 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.8673 | 19.5955 | 199600 | 15.9239 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.2336 | 19.6053 | 199700 | 15.2493 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.551 | 19.6152 | 199800 | 16.8783 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.859 | 19.6250 | 199900 | 16.5427 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.0666 | 19.6348 | 200000 | 16.9207 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.766 | 19.6446 | 200100 | 17.5097 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.8794 | 19.6544 | 200200 | 17.8019 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.2995 | 19.6642 | 200300 | 17.6967 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.4437 | 19.6741 | 200400 | 16.3210 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.2613 | 19.6839 | 200500 | 17.3183 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.1657 | 19.6937 | 200600 | 17.8692 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.9036 | 19.7035 | 200700 | 19.0130 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.9427 | 19.7133 | 200800 | 17.8543 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.2213 | 19.7231 | 200900 | 18.1740 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.6075 | 19.7330 | 201000 | 19.3156 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.9606 | 19.7428 | 201100 | 19.0512 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 20.694 | 19.7526 | 201200 | 20.6165 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 19.5867 | 19.7624 | 201300 | 19.7304 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 21.5875 | 19.7722 | 201400 | 21.2014 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 20.6363 | 19.7821 | 201500 | 20.6295 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 19.1263 | 19.7919 | 201600 | 19.3280 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 18.2019 | 19.8017 | 201700 | 18.3837 | 0.0119 | 0.0 | 0.0006 | 0.0 |
| 16.4329 | 19.8115 | 201800 | 16.6065 | 0.0119 | 0.0 | 0.0013 | 0.0 |
| 17.9571 | 19.8213 | 201900 | 18.5576 | 0.0119 | 0.0 | 0.0006 | 0.0 |
| 17.7171 | 19.8311 | 202000 | 17.5731 | 0.0119 | 0.0 | 0.0006 | 0.0 |
| 12.0728 | 19.8410 | 202100 | 12.1234 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 12.0302 | 19.8508 | 202200 | 12.1095 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 11.9322 | 19.8606 | 202300 | 10.9845 | 0.0119 | 0.0 | 0.0002 | 0.0 |
| 20.0958 | 19.8704 | 202400 | 20.2899 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 15.8525 | 19.8802 | 202500 | 15.9698 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 17.8745 | 19.8900 | 202600 | 17.8744 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.1129 | 19.8999 | 202700 | 14.1005 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.6642 | 19.9097 | 202800 | 14.5445 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 14.2383 | 19.9195 | 202900 | 13.8555 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 16.5703 | 19.9293 | 203000 | 16.8762 | 0.0119 | 0.0 | 0.0 | 0.0 |
| 12.8842 | 19.9391 | 203100 | 12.7117 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 11.1271 | 19.9489 | 203200 | 11.2091 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.9692 | 19.9588 | 203300 | 10.9329 | 0.0119 | 0.0 | 0.0001 | 0.0 |
| 10.9562 | 19.9686 | 203400 | 11.0980 | 0.0119 | 0.0 | 0.0000 | 0.0 |
| 9.9663 | 19.9784 | 203500 | 9.9423 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 9.9763 | 19.9882 | 203600 | 10.0626 | 0.0119 | 0.0 | 0.0003 | 0.0 |
| 10.0365 | 19.9980 | 203700 | 10.2786 | 0.0119 | 0.0 | 0.0001 | 0.0 |
Framework versions
- PEFT 0.15.2
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
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