22olo9q6_20250629_074418
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: 1.3879
- Model Preparation Time: 0.0124
- Move Accuracy: 0.0632
- Token Accuracy: 0.4612
- Accuracy: 0.0632
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: 1e-05
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Move Accuracy | Token Accuracy | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 6.4123 | 0.0124 | 0.0 | 0.1049 | 0.0 |
| 6.3627 | 0.0098 | 100 | 6.4145 | 0.0124 | 0.0 | 0.1046 | 0.0 |
| 6.4437 | 0.0196 | 200 | 6.4003 | 0.0124 | 0.0 | 0.1055 | 0.0 |
| 6.2791 | 0.0295 | 300 | 6.3401 | 0.0124 | 0.0 | 0.1061 | 0.0 |
| 6.1406 | 0.0393 | 400 | 6.1139 | 0.0124 | 0.0 | 0.1097 | 0.0 |
| 5.7154 | 0.0491 | 500 | 5.6556 | 0.0124 | 0.0 | 0.1171 | 0.0 |
| 4.783 | 0.0589 | 600 | 4.7811 | 0.0124 | 0.0 | 0.1267 | 0.0 |
| 3.2177 | 0.0687 | 700 | 3.2402 | 0.0124 | 0.0 | 0.1340 | 0.0 |
| 2.1283 | 0.0785 | 800 | 2.1013 | 0.0124 | 0.0006 | 0.1922 | 0.0006 |
| 1.9286 | 0.0884 | 900 | 1.9404 | 0.0124 | 0.0012 | 0.2326 | 0.0012 |
| 1.9151 | 0.0982 | 1000 | 1.9054 | 0.0124 | 0.0023 | 0.2435 | 0.0023 |
| 1.8896 | 0.1080 | 1100 | 1.8827 | 0.0124 | 0.0032 | 0.2522 | 0.0032 |
| 1.9152 | 0.1178 | 1200 | 1.8643 | 0.0124 | 0.0026 | 0.2585 | 0.0026 |
| 1.8727 | 0.1276 | 1300 | 1.8495 | 0.0124 | 0.0030 | 0.2648 | 0.0030 |
| 1.8498 | 0.1374 | 1400 | 1.8377 | 0.0124 | 0.0041 | 0.2698 | 0.0041 |
| 1.79 | 0.1473 | 1500 | 1.8281 | 0.0124 | 0.0043 | 0.2768 | 0.0043 |
| 1.8233 | 0.1571 | 1600 | 1.8177 | 0.0124 | 0.0048 | 0.2849 | 0.0048 |
| 1.8151 | 0.1669 | 1700 | 1.8042 | 0.0124 | 0.0061 | 0.2917 | 0.0061 |
| 1.8256 | 0.1767 | 1800 | 1.7897 | 0.0124 | 0.0070 | 0.2965 | 0.0070 |
| 1.7644 | 0.1865 | 1900 | 1.7790 | 0.0124 | 0.0068 | 0.2991 | 0.0068 |
| 1.7429 | 0.1963 | 2000 | 1.7710 | 0.0124 | 0.0065 | 0.3009 | 0.0065 |
| 1.7561 | 0.2062 | 2100 | 1.7652 | 0.0124 | 0.0073 | 0.3027 | 0.0073 |
| 1.7727 | 0.2160 | 2200 | 1.7601 | 0.0124 | 0.0084 | 0.3043 | 0.0084 |
| 1.7173 | 0.2258 | 2300 | 1.7559 | 0.0124 | 0.0080 | 0.3067 | 0.0080 |
| 1.7056 | 0.2356 | 2400 | 1.7518 | 0.0124 | 0.0083 | 0.3066 | 0.0083 |
| 1.706 | 0.2454 | 2500 | 1.7476 | 0.0124 | 0.0079 | 0.3089 | 0.0079 |
| 1.7505 | 0.2553 | 2600 | 1.7448 | 0.0124 | 0.0077 | 0.3108 | 0.0077 |
| 1.8333 | 0.2651 | 2700 | 1.7412 | 0.0124 | 0.0078 | 0.3096 | 0.0078 |
| 1.7335 | 0.2749 | 2800 | 1.7384 | 0.0124 | 0.0075 | 0.3113 | 0.0075 |
| 1.7407 | 0.2847 | 2900 | 1.7363 | 0.0124 | 0.0074 | 0.3105 | 0.0074 |
| 1.7089 | 0.2945 | 3000 | 1.7326 | 0.0124 | 0.0070 | 0.3116 | 0.0070 |
| 1.7722 | 0.3043 | 3100 | 1.7298 | 0.0124 | 0.0091 | 0.3160 | 0.0091 |
| 1.7026 | 0.3142 | 3200 | 1.7273 | 0.0124 | 0.0072 | 0.3136 | 0.0072 |
| 1.7513 | 0.3240 | 3300 | 1.7247 | 0.0124 | 0.0095 | 0.3171 | 0.0095 |
| 1.7829 | 0.3338 | 3400 | 1.7227 | 0.0124 | 0.0077 | 0.3181 | 0.0077 |
| 1.6684 | 0.3436 | 3500 | 1.7202 | 0.0124 | 0.0099 | 0.3188 | 0.0099 |
| 1.7682 | 0.3534 | 3600 | 1.7180 | 0.0124 | 0.0090 | 0.3213 | 0.0090 |
| 1.726 | 0.3632 | 3700 | 1.7159 | 0.0124 | 0.0101 | 0.3228 | 0.0101 |
| 1.7731 | 0.3731 | 3800 | 1.7142 | 0.0124 | 0.0099 | 0.3222 | 0.0099 |
| 1.7246 | 0.3829 | 3900 | 1.7125 | 0.0124 | 0.0110 | 0.3240 | 0.0110 |
| 1.7117 | 0.3927 | 4000 | 1.7096 | 0.0124 | 0.0093 | 0.3237 | 0.0093 |
| 1.711 | 0.4025 | 4100 | 1.7080 | 0.0124 | 0.0101 | 0.3249 | 0.0101 |
| 1.6803 | 0.4123 | 4200 | 1.7057 | 0.0124 | 0.0121 | 0.3266 | 0.0121 |
| 1.6706 | 0.4221 | 4300 | 1.7040 | 0.0124 | 0.0115 | 0.3290 | 0.0115 |
| 1.7268 | 0.4320 | 4400 | 1.7029 | 0.0124 | 0.0116 | 0.3305 | 0.0116 |
| 1.6378 | 0.4418 | 4500 | 1.7007 | 0.0124 | 0.0097 | 0.3300 | 0.0097 |
| 1.6798 | 0.4516 | 4600 | 1.6984 | 0.0124 | 0.0104 | 0.3306 | 0.0104 |
| 1.7075 | 0.4614 | 4700 | 1.6972 | 0.0124 | 0.0117 | 0.3339 | 0.0117 |
| 1.6907 | 0.4712 | 4800 | 1.6948 | 0.0124 | 0.0104 | 0.3326 | 0.0104 |
| 1.701 | 0.4811 | 4900 | 1.6934 | 0.0124 | 0.0105 | 0.3336 | 0.0105 |
| 1.6651 | 0.4909 | 5000 | 1.6927 | 0.0124 | 0.0109 | 0.3338 | 0.0109 |
| 1.7188 | 0.5007 | 5100 | 1.6898 | 0.0124 | 0.0117 | 0.3362 | 0.0117 |
| 1.7199 | 0.5105 | 5200 | 1.6887 | 0.0124 | 0.0108 | 0.3356 | 0.0108 |
| 1.7348 | 0.5203 | 5300 | 1.6868 | 0.0124 | 0.0124 | 0.3379 | 0.0124 |
| 1.7285 | 0.5301 | 5400 | 1.6851 | 0.0124 | 0.0115 | 0.3373 | 0.0115 |
| 1.6443 | 0.5400 | 5500 | 1.6839 | 0.0124 | 0.0116 | 0.3379 | 0.0116 |
| 1.6696 | 0.5498 | 5600 | 1.6827 | 0.0124 | 0.0100 | 0.3386 | 0.0100 |
| 1.709 | 0.5596 | 5700 | 1.6808 | 0.0124 | 0.0117 | 0.3400 | 0.0117 |
| 1.6922 | 0.5694 | 5800 | 1.6803 | 0.0124 | 0.0118 | 0.3393 | 0.0118 |
| 1.7223 | 0.5792 | 5900 | 1.6775 | 0.0124 | 0.0104 | 0.3408 | 0.0104 |
| 1.6669 | 0.5890 | 6000 | 1.6766 | 0.0124 | 0.0143 | 0.3421 | 0.0143 |
| 1.6401 | 0.5989 | 6100 | 1.6754 | 0.0124 | 0.0121 | 0.3429 | 0.0121 |
| 1.7012 | 0.6087 | 6200 | 1.6729 | 0.0124 | 0.0118 | 0.3421 | 0.0118 |
| 1.6897 | 0.6185 | 6300 | 1.6715 | 0.0124 | 0.0141 | 0.3444 | 0.0141 |
| 1.6796 | 0.6283 | 6400 | 1.6709 | 0.0124 | 0.0135 | 0.3441 | 0.0135 |
| 1.7118 | 0.6381 | 6500 | 1.6694 | 0.0124 | 0.0135 | 0.3449 | 0.0135 |
| 1.7061 | 0.6479 | 6600 | 1.6679 | 0.0124 | 0.0138 | 0.3459 | 0.0138 |
| 1.6502 | 0.6578 | 6700 | 1.6665 | 0.0124 | 0.0138 | 0.3466 | 0.0138 |
| 1.6193 | 0.6676 | 6800 | 1.6660 | 0.0124 | 0.0138 | 0.3459 | 0.0138 |
| 1.6902 | 0.6774 | 6900 | 1.6645 | 0.0124 | 0.0130 | 0.3460 | 0.0130 |
| 1.6351 | 0.6872 | 7000 | 1.6628 | 0.0124 | 0.0128 | 0.3475 | 0.0128 |
| 1.6593 | 0.6970 | 7100 | 1.6620 | 0.0124 | 0.0134 | 0.3489 | 0.0134 |
| 1.6846 | 0.7069 | 7200 | 1.6608 | 0.0124 | 0.0142 | 0.3493 | 0.0142 |
| 1.6777 | 0.7167 | 7300 | 1.6615 | 0.0124 | 0.0144 | 0.3499 | 0.0144 |
| 1.6678 | 0.7265 | 7400 | 1.6579 | 0.0124 | 0.0153 | 0.3502 | 0.0153 |
| 1.642 | 0.7363 | 7500 | 1.6572 | 0.0124 | 0.0143 | 0.3511 | 0.0143 |
| 1.6987 | 0.7461 | 7600 | 1.6557 | 0.0124 | 0.0147 | 0.3509 | 0.0147 |
| 1.7128 | 0.7559 | 7700 | 1.6550 | 0.0124 | 0.0153 | 0.3530 | 0.0153 |
| 1.6397 | 0.7658 | 7800 | 1.6539 | 0.0124 | 0.0154 | 0.3535 | 0.0154 |
| 1.669 | 0.7756 | 7900 | 1.6526 | 0.0124 | 0.0150 | 0.3539 | 0.0150 |
| 1.6612 | 0.7854 | 8000 | 1.6517 | 0.0124 | 0.0159 | 0.3548 | 0.0159 |
| 1.6766 | 0.7952 | 8100 | 1.6513 | 0.0124 | 0.0138 | 0.3536 | 0.0138 |
| 1.6971 | 0.8050 | 8200 | 1.6484 | 0.0124 | 0.0153 | 0.3540 | 0.0153 |
| 1.6232 | 0.8148 | 8300 | 1.6480 | 0.0124 | 0.0171 | 0.3557 | 0.0171 |
| 1.6668 | 0.8247 | 8400 | 1.6468 | 0.0124 | 0.0155 | 0.3559 | 0.0155 |
| 1.6596 | 0.8345 | 8500 | 1.6454 | 0.0124 | 0.0169 | 0.3566 | 0.0169 |
| 1.6745 | 0.8443 | 8600 | 1.6456 | 0.0124 | 0.0168 | 0.3555 | 0.0168 |
| 1.6552 | 0.8541 | 8700 | 1.6439 | 0.0124 | 0.0180 | 0.3568 | 0.0180 |
| 1.6575 | 0.8639 | 8800 | 1.6432 | 0.0124 | 0.0183 | 0.3594 | 0.0183 |
| 1.6981 | 0.8737 | 8900 | 1.6409 | 0.0124 | 0.0171 | 0.3603 | 0.0171 |
| 1.6505 | 0.8836 | 9000 | 1.6407 | 0.0124 | 0.0173 | 0.3598 | 0.0173 |
| 1.6505 | 0.8934 | 9100 | 1.6384 | 0.0124 | 0.0178 | 0.3612 | 0.0178 |
| 1.6561 | 0.9032 | 9200 | 1.6382 | 0.0124 | 0.0161 | 0.3587 | 0.0161 |
| 1.6793 | 0.9130 | 9300 | 1.6369 | 0.0124 | 0.0188 | 0.3621 | 0.0188 |
| 1.646 | 0.9228 | 9400 | 1.6372 | 0.0124 | 0.0177 | 0.3609 | 0.0177 |
| 1.6439 | 0.9327 | 9500 | 1.6372 | 0.0124 | 0.0188 | 0.3616 | 0.0188 |
| 1.6493 | 0.9425 | 9600 | 1.6337 | 0.0124 | 0.0173 | 0.3642 | 0.0173 |
| 1.668 | 0.9523 | 9700 | 1.6331 | 0.0124 | 0.0172 | 0.3606 | 0.0172 |
| 1.625 | 0.9621 | 9800 | 1.6331 | 0.0124 | 0.0179 | 0.3625 | 0.0179 |
| 1.6411 | 0.9719 | 9900 | 1.6318 | 0.0124 | 0.0175 | 0.3656 | 0.0175 |
| 1.6263 | 0.9817 | 10000 | 1.6303 | 0.0124 | 0.0186 | 0.3654 | 0.0186 |
| 1.6752 | 0.9916 | 10100 | 1.6293 | 0.0124 | 0.0177 | 0.3641 | 0.0177 |
| 1.5849 | 1.0014 | 10200 | 1.6288 | 0.0124 | 0.0194 | 0.3658 | 0.0194 |
| 1.6838 | 1.0112 | 10300 | 1.6282 | 0.0124 | 0.0188 | 0.3660 | 0.0188 |
| 1.6515 | 1.0210 | 10400 | 1.6267 | 0.0124 | 0.0189 | 0.3660 | 0.0189 |
| 1.6392 | 1.0308 | 10500 | 1.6246 | 0.0124 | 0.0181 | 0.3667 | 0.0181 |
| 1.6294 | 1.0406 | 10600 | 1.6241 | 0.0124 | 0.0207 | 0.3690 | 0.0207 |
| 1.6196 | 1.0505 | 10700 | 1.6225 | 0.0124 | 0.0211 | 0.3699 | 0.0211 |
| 1.6465 | 1.0603 | 10800 | 1.6248 | 0.0124 | 0.0207 | 0.3670 | 0.0207 |
| 1.607 | 1.0701 | 10900 | 1.6221 | 0.0124 | 0.0188 | 0.3681 | 0.0188 |
| 1.6374 | 1.0799 | 11000 | 1.6217 | 0.0124 | 0.0200 | 0.3684 | 0.0200 |
| 1.6076 | 1.0897 | 11100 | 1.6207 | 0.0124 | 0.0213 | 0.3708 | 0.0213 |
| 1.6578 | 1.0995 | 11200 | 1.6197 | 0.0124 | 0.0211 | 0.3707 | 0.0211 |
| 1.6151 | 1.1094 | 11300 | 1.6182 | 0.0124 | 0.0206 | 0.3698 | 0.0206 |
| 1.6186 | 1.1192 | 11400 | 1.6186 | 0.0124 | 0.0193 | 0.3695 | 0.0193 |
| 1.5894 | 1.1290 | 11500 | 1.6167 | 0.0124 | 0.0194 | 0.3712 | 0.0194 |
| 1.6002 | 1.1388 | 11600 | 1.6160 | 0.0124 | 0.0204 | 0.3710 | 0.0204 |
| 1.6929 | 1.1486 | 11700 | 1.6155 | 0.0124 | 0.0213 | 0.3708 | 0.0213 |
| 1.5827 | 1.1585 | 11800 | 1.6139 | 0.0124 | 0.0216 | 0.3728 | 0.0216 |
| 1.6091 | 1.1683 | 11900 | 1.6133 | 0.0124 | 0.0210 | 0.3715 | 0.0210 |
| 1.5859 | 1.1781 | 12000 | 1.6128 | 0.0124 | 0.0220 | 0.3722 | 0.0220 |
| 1.6149 | 1.1879 | 12100 | 1.6130 | 0.0124 | 0.0203 | 0.3718 | 0.0203 |
| 1.5164 | 1.1977 | 12200 | 1.6109 | 0.0124 | 0.0198 | 0.3726 | 0.0198 |
| 1.5764 | 1.2075 | 12300 | 1.6092 | 0.0124 | 0.0191 | 0.3727 | 0.0191 |
| 1.6368 | 1.2174 | 12400 | 1.6103 | 0.0124 | 0.0190 | 0.3719 | 0.0190 |
| 1.6321 | 1.2272 | 12500 | 1.6085 | 0.0124 | 0.0201 | 0.3732 | 0.0201 |
| 1.5342 | 1.2370 | 12600 | 1.6083 | 0.0124 | 0.0196 | 0.3723 | 0.0196 |
| 1.599 | 1.2468 | 12700 | 1.6073 | 0.0124 | 0.0211 | 0.3736 | 0.0211 |
| 1.6324 | 1.2566 | 12800 | 1.6059 | 0.0124 | 0.0201 | 0.3752 | 0.0201 |
| 1.5966 | 1.2664 | 12900 | 1.6044 | 0.0124 | 0.0220 | 0.3762 | 0.0220 |
| 1.643 | 1.2763 | 13000 | 1.6043 | 0.0124 | 0.0221 | 0.3758 | 0.0221 |
| 1.6257 | 1.2861 | 13100 | 1.6046 | 0.0124 | 0.0225 | 0.3759 | 0.0225 |
| 1.6658 | 1.2959 | 13200 | 1.6038 | 0.0124 | 0.0199 | 0.3741 | 0.0199 |
| 1.6219 | 1.3057 | 13300 | 1.6016 | 0.0124 | 0.0226 | 0.3762 | 0.0226 |
| 1.6302 | 1.3155 | 13400 | 1.6015 | 0.0124 | 0.0235 | 0.3772 | 0.0235 |
| 1.5573 | 1.3253 | 13500 | 1.6009 | 0.0124 | 0.0218 | 0.3765 | 0.0218 |
| 1.6442 | 1.3352 | 13600 | 1.6005 | 0.0124 | 0.0206 | 0.3777 | 0.0206 |
| 1.5536 | 1.3450 | 13700 | 1.6037 | 0.0124 | 0.0199 | 0.3741 | 0.0199 |
| 1.6013 | 1.3548 | 13800 | 1.6001 | 0.0124 | 0.0223 | 0.3781 | 0.0223 |
| 1.6105 | 1.3646 | 13900 | 1.5988 | 0.0124 | 0.0226 | 0.3775 | 0.0226 |
| 1.5755 | 1.3744 | 14000 | 1.5961 | 0.0124 | 0.0222 | 0.3791 | 0.0222 |
| 1.5899 | 1.3843 | 14100 | 1.5957 | 0.0124 | 0.0225 | 0.3805 | 0.0225 |
| 1.5785 | 1.3941 | 14200 | 1.5973 | 0.0124 | 0.0210 | 0.3777 | 0.0210 |
| 1.5746 | 1.4039 | 14300 | 1.5948 | 0.0124 | 0.0226 | 0.3783 | 0.0226 |
| 1.6282 | 1.4137 | 14400 | 1.5944 | 0.0124 | 0.0222 | 0.3785 | 0.0222 |
| 1.6131 | 1.4235 | 14500 | 1.5945 | 0.0124 | 0.0253 | 0.3804 | 0.0253 |
| 1.6651 | 1.4333 | 14600 | 1.5920 | 0.0124 | 0.0227 | 0.3819 | 0.0227 |
| 1.5721 | 1.4432 | 14700 | 1.5944 | 0.0124 | 0.0202 | 0.3773 | 0.0202 |
| 1.6576 | 1.4530 | 14800 | 1.5917 | 0.0124 | 0.0233 | 0.3802 | 0.0233 |
| 1.5907 | 1.4628 | 14900 | 1.5905 | 0.0124 | 0.0217 | 0.3801 | 0.0217 |
| 1.5941 | 1.4726 | 15000 | 1.5899 | 0.0124 | 0.0221 | 0.3814 | 0.0221 |
| 1.5856 | 1.4824 | 15100 | 1.5911 | 0.0124 | 0.0222 | 0.3804 | 0.0222 |
| 1.6191 | 1.4922 | 15200 | 1.5907 | 0.0124 | 0.0213 | 0.3800 | 0.0213 |
| 1.5994 | 1.5021 | 15300 | 1.5902 | 0.0124 | 0.0233 | 0.3823 | 0.0233 |
| 1.6049 | 1.5119 | 15400 | 1.5882 | 0.0124 | 0.0246 | 0.3809 | 0.0246 |
| 1.6248 | 1.5217 | 15500 | 1.5873 | 0.0124 | 0.0235 | 0.3818 | 0.0235 |
| 1.5121 | 1.5315 | 15600 | 1.5866 | 0.0124 | 0.0211 | 0.3815 | 0.0211 |
| 1.6285 | 1.5413 | 15700 | 1.5884 | 0.0124 | 0.0197 | 0.3784 | 0.0197 |
| 1.6522 | 1.5511 | 15800 | 1.5861 | 0.0124 | 0.0253 | 0.3841 | 0.0253 |
| 1.5649 | 1.5610 | 15900 | 1.5862 | 0.0124 | 0.0237 | 0.3817 | 0.0237 |
| 1.6101 | 1.5708 | 16000 | 1.5841 | 0.0124 | 0.0231 | 0.3831 | 0.0231 |
| 1.6093 | 1.5806 | 16100 | 1.5838 | 0.0124 | 0.0228 | 0.3825 | 0.0228 |
| 1.5851 | 1.5904 | 16200 | 1.5834 | 0.0124 | 0.0227 | 0.3826 | 0.0227 |
| 1.5458 | 1.6002 | 16300 | 1.5820 | 0.0124 | 0.0225 | 0.3842 | 0.0225 |
| 1.5839 | 1.6101 | 16400 | 1.5805 | 0.0124 | 0.0252 | 0.3853 | 0.0252 |
| 1.5534 | 1.6199 | 16500 | 1.5813 | 0.0124 | 0.0249 | 0.3844 | 0.0249 |
| 1.564 | 1.6297 | 16600 | 1.5799 | 0.0124 | 0.0237 | 0.3861 | 0.0237 |
| 1.5905 | 1.6395 | 16700 | 1.5800 | 0.0124 | 0.0260 | 0.3856 | 0.0260 |
| 1.5874 | 1.6493 | 16800 | 1.5783 | 0.0124 | 0.0225 | 0.3855 | 0.0225 |
| 1.616 | 1.6591 | 16900 | 1.5791 | 0.0124 | 0.0244 | 0.3855 | 0.0244 |
| 1.575 | 1.6690 | 17000 | 1.5797 | 0.0124 | 0.0227 | 0.3837 | 0.0227 |
| 1.5793 | 1.6788 | 17100 | 1.5789 | 0.0124 | 0.0221 | 0.3853 | 0.0221 |
| 1.5586 | 1.6886 | 17200 | 1.5783 | 0.0124 | 0.0250 | 0.3866 | 0.0250 |
| 1.594 | 1.6984 | 17300 | 1.5766 | 0.0124 | 0.0250 | 0.3858 | 0.0250 |
| 1.5206 | 1.7082 | 17400 | 1.5758 | 0.0124 | 0.0239 | 0.3859 | 0.0239 |
| 1.539 | 1.7180 | 17500 | 1.5750 | 0.0124 | 0.0240 | 0.3862 | 0.0240 |
| 1.596 | 1.7279 | 17600 | 1.5770 | 0.0124 | 0.0253 | 0.3843 | 0.0253 |
| 1.565 | 1.7377 | 17700 | 1.5750 | 0.0124 | 0.0240 | 0.3880 | 0.0240 |
| 1.5181 | 1.7475 | 17800 | 1.5743 | 0.0124 | 0.0244 | 0.3878 | 0.0244 |
| 1.5517 | 1.7573 | 17900 | 1.5734 | 0.0124 | 0.0245 | 0.3869 | 0.0245 |
| 1.5746 | 1.7671 | 18000 | 1.5744 | 0.0124 | 0.0237 | 0.3864 | 0.0237 |
| 1.6478 | 1.7769 | 18100 | 1.5719 | 0.0124 | 0.0278 | 0.3901 | 0.0278 |
| 1.5541 | 1.7868 | 18200 | 1.5705 | 0.0124 | 0.0255 | 0.3897 | 0.0255 |
| 1.6115 | 1.7966 | 18300 | 1.5705 | 0.0124 | 0.0237 | 0.3869 | 0.0237 |
| 1.5534 | 1.8064 | 18400 | 1.5719 | 0.0124 | 0.0244 | 0.3878 | 0.0244 |
| 1.5454 | 1.8162 | 18500 | 1.5709 | 0.0124 | 0.0277 | 0.3916 | 0.0277 |
| 1.6147 | 1.8260 | 18600 | 1.5699 | 0.0124 | 0.0249 | 0.3883 | 0.0249 |
| 1.5254 | 1.8359 | 18700 | 1.5688 | 0.0124 | 0.0240 | 0.3878 | 0.0240 |
| 1.5414 | 1.8457 | 18800 | 1.5683 | 0.0124 | 0.0260 | 0.3902 | 0.0260 |
| 1.576 | 1.8555 | 18900 | 1.5700 | 0.0124 | 0.0225 | 0.3864 | 0.0225 |
| 1.6245 | 1.8653 | 19000 | 1.5690 | 0.0124 | 0.0259 | 0.3899 | 0.0259 |
| 1.5516 | 1.8751 | 19100 | 1.5656 | 0.0124 | 0.0240 | 0.3903 | 0.0240 |
| 1.561 | 1.8849 | 19200 | 1.5658 | 0.0124 | 0.0244 | 0.3905 | 0.0244 |
| 1.5801 | 1.8948 | 19300 | 1.5671 | 0.0124 | 0.0244 | 0.3882 | 0.0244 |
| 1.6083 | 1.9046 | 19400 | 1.5660 | 0.0124 | 0.0262 | 0.3904 | 0.0262 |
| 1.553 | 1.9144 | 19500 | 1.5640 | 0.0124 | 0.0246 | 0.3930 | 0.0246 |
| 1.6188 | 1.9242 | 19600 | 1.5675 | 0.0124 | 0.0296 | 0.3917 | 0.0296 |
| 1.6253 | 1.9340 | 19700 | 1.5664 | 0.0124 | 0.0234 | 0.3880 | 0.0234 |
| 1.6644 | 1.9438 | 19800 | 1.5645 | 0.0124 | 0.0273 | 0.3925 | 0.0273 |
| 1.5597 | 1.9537 | 19900 | 1.5616 | 0.0124 | 0.0249 | 0.3920 | 0.0249 |
| 1.5269 | 1.9635 | 20000 | 1.5619 | 0.0124 | 0.0263 | 0.3919 | 0.0263 |
| 1.5197 | 1.9733 | 20100 | 1.5606 | 0.0124 | 0.0261 | 0.3916 | 0.0261 |
| 1.5641 | 1.9831 | 20200 | 1.5615 | 0.0124 | 0.0268 | 0.3915 | 0.0268 |
| 1.5091 | 1.9929 | 20300 | 1.5617 | 0.0124 | 0.0252 | 0.3894 | 0.0252 |
| 1.5697 | 2.0027 | 20400 | 1.5615 | 0.0124 | 0.0275 | 0.3921 | 0.0275 |
| 1.4585 | 2.0126 | 20500 | 1.5610 | 0.0124 | 0.0289 | 0.3935 | 0.0289 |
| 1.5904 | 2.0224 | 20600 | 1.5588 | 0.0124 | 0.0265 | 0.3926 | 0.0265 |
| 1.5411 | 2.0322 | 20700 | 1.5603 | 0.0124 | 0.0256 | 0.3908 | 0.0256 |
| 1.4772 | 2.0420 | 20800 | 1.5585 | 0.0124 | 0.0281 | 0.3932 | 0.0281 |
| 1.5414 | 2.0518 | 20900 | 1.5582 | 0.0124 | 0.0264 | 0.3918 | 0.0264 |
| 1.554 | 2.0617 | 21000 | 1.5590 | 0.0124 | 0.0275 | 0.3936 | 0.0275 |
| 1.6172 | 2.0715 | 21100 | 1.5574 | 0.0124 | 0.0260 | 0.3934 | 0.0260 |
| 1.5276 | 2.0813 | 21200 | 1.5568 | 0.0124 | 0.0279 | 0.3953 | 0.0279 |
| 1.6108 | 2.0911 | 21300 | 1.5549 | 0.0124 | 0.0264 | 0.3945 | 0.0264 |
| 1.5105 | 2.1009 | 21400 | 1.5575 | 0.0124 | 0.0289 | 0.3946 | 0.0289 |
| 1.5376 | 2.1107 | 21500 | 1.5559 | 0.0124 | 0.0266 | 0.3935 | 0.0266 |
| 1.5341 | 2.1206 | 21600 | 1.5553 | 0.0124 | 0.0290 | 0.3954 | 0.0290 |
| 1.5663 | 2.1304 | 21700 | 1.5540 | 0.0124 | 0.0275 | 0.3934 | 0.0275 |
| 1.5572 | 2.1402 | 21800 | 1.5536 | 0.0124 | 0.0277 | 0.3945 | 0.0277 |
| 1.5357 | 2.1500 | 21900 | 1.5532 | 0.0124 | 0.0272 | 0.3955 | 0.0272 |
| 1.5502 | 2.1598 | 22000 | 1.5528 | 0.0124 | 0.0307 | 0.3971 | 0.0307 |
| 1.4832 | 2.1696 | 22100 | 1.5522 | 0.0124 | 0.0304 | 0.3967 | 0.0304 |
| 1.4797 | 2.1795 | 22200 | 1.5540 | 0.0124 | 0.0297 | 0.3956 | 0.0297 |
| 1.4953 | 2.1893 | 22300 | 1.5515 | 0.0124 | 0.0280 | 0.3960 | 0.0280 |
| 1.5947 | 2.1991 | 22400 | 1.5531 | 0.0124 | 0.0293 | 0.3966 | 0.0293 |
| 1.5668 | 2.2089 | 22500 | 1.5499 | 0.0124 | 0.0291 | 0.3977 | 0.0291 |
| 1.5665 | 2.2187 | 22600 | 1.5516 | 0.0124 | 0.0291 | 0.3962 | 0.0291 |
| 1.5539 | 2.2285 | 22700 | 1.5493 | 0.0124 | 0.0278 | 0.3957 | 0.0278 |
| 1.6115 | 2.2384 | 22800 | 1.5490 | 0.0124 | 0.0278 | 0.3971 | 0.0278 |
| 1.4862 | 2.2482 | 22900 | 1.5493 | 0.0124 | 0.0275 | 0.3965 | 0.0275 |
| 1.5448 | 2.2580 | 23000 | 1.5487 | 0.0124 | 0.0278 | 0.3975 | 0.0278 |
| 1.5772 | 2.2678 | 23100 | 1.5484 | 0.0124 | 0.0284 | 0.3953 | 0.0284 |
| 1.5969 | 2.2776 | 23200 | 1.5475 | 0.0124 | 0.0286 | 0.3975 | 0.0286 |
| 1.5709 | 2.2875 | 23300 | 1.5471 | 0.0124 | 0.0287 | 0.3985 | 0.0287 |
| 1.5855 | 2.2973 | 23400 | 1.5471 | 0.0124 | 0.0290 | 0.3980 | 0.0290 |
| 1.5761 | 2.3071 | 23500 | 1.5476 | 0.0124 | 0.0275 | 0.3978 | 0.0275 |
| 1.5432 | 2.3169 | 23600 | 1.5453 | 0.0124 | 0.0266 | 0.3971 | 0.0266 |
| 1.525 | 2.3267 | 23700 | 1.5452 | 0.0124 | 0.0289 | 0.3979 | 0.0289 |
| 1.5601 | 2.3365 | 23800 | 1.5450 | 0.0124 | 0.0291 | 0.3983 | 0.0291 |
| 1.535 | 2.3464 | 23900 | 1.5464 | 0.0124 | 0.0269 | 0.3973 | 0.0269 |
| 1.5868 | 2.3562 | 24000 | 1.5445 | 0.0124 | 0.0286 | 0.3967 | 0.0286 |
| 1.5139 | 2.3660 | 24100 | 1.5431 | 0.0124 | 0.0282 | 0.3996 | 0.0282 |
| 1.58 | 2.3758 | 24200 | 1.5438 | 0.0124 | 0.0294 | 0.3979 | 0.0294 |
| 1.5045 | 2.3856 | 24300 | 1.5431 | 0.0124 | 0.0280 | 0.3982 | 0.0280 |
| 1.5291 | 2.3954 | 24400 | 1.5404 | 0.0124 | 0.0311 | 0.4010 | 0.0311 |
| 1.5123 | 2.4053 | 24500 | 1.5432 | 0.0124 | 0.0281 | 0.3992 | 0.0281 |
| 1.5475 | 2.4151 | 24600 | 1.5426 | 0.0124 | 0.0303 | 0.4000 | 0.0303 |
| 1.461 | 2.4249 | 24700 | 1.5405 | 0.0124 | 0.0299 | 0.4025 | 0.0299 |
| 1.5776 | 2.4347 | 24800 | 1.5442 | 0.0124 | 0.0319 | 0.4002 | 0.0319 |
| 1.5199 | 2.4445 | 24900 | 1.5402 | 0.0124 | 0.0313 | 0.4012 | 0.0313 |
| 1.5703 | 2.4543 | 25000 | 1.5400 | 0.0124 | 0.0294 | 0.4002 | 0.0294 |
| 1.514 | 2.4642 | 25100 | 1.5403 | 0.0124 | 0.0283 | 0.4001 | 0.0283 |
| 1.5463 | 2.4740 | 25200 | 1.5392 | 0.0124 | 0.0290 | 0.4024 | 0.0290 |
| 1.5605 | 2.4838 | 25300 | 1.5383 | 0.0124 | 0.0297 | 0.4021 | 0.0297 |
| 1.5155 | 2.4936 | 25400 | 1.5387 | 0.0124 | 0.0278 | 0.4015 | 0.0278 |
| 1.5172 | 2.5034 | 25500 | 1.5374 | 0.0124 | 0.0295 | 0.4009 | 0.0295 |
| 1.4744 | 2.5133 | 25600 | 1.5379 | 0.0124 | 0.0313 | 0.4031 | 0.0313 |
| 1.4888 | 2.5231 | 25700 | 1.5365 | 0.0124 | 0.0316 | 0.4023 | 0.0316 |
| 1.5436 | 2.5329 | 25800 | 1.5382 | 0.0124 | 0.0300 | 0.4017 | 0.0300 |
| 1.5486 | 2.5427 | 25900 | 1.5371 | 0.0124 | 0.0312 | 0.4028 | 0.0312 |
| 1.6109 | 2.5525 | 26000 | 1.5355 | 0.0124 | 0.0291 | 0.4023 | 0.0291 |
| 1.5245 | 2.5623 | 26100 | 1.5351 | 0.0124 | 0.0297 | 0.4049 | 0.0297 |
| 1.5657 | 2.5722 | 26200 | 1.5357 | 0.0124 | 0.0302 | 0.4017 | 0.0302 |
| 1.5305 | 2.5820 | 26300 | 1.5345 | 0.0124 | 0.0313 | 0.4022 | 0.0313 |
| 1.5309 | 2.5918 | 26400 | 1.5346 | 0.0124 | 0.0278 | 0.4012 | 0.0278 |
| 1.5659 | 2.6016 | 26500 | 1.5334 | 0.0124 | 0.0307 | 0.4040 | 0.0307 |
| 1.5047 | 2.6114 | 26600 | 1.5333 | 0.0124 | 0.0309 | 0.4047 | 0.0309 |
| 1.5913 | 2.6212 | 26700 | 1.5339 | 0.0124 | 0.0300 | 0.4037 | 0.0300 |
| 1.4762 | 2.6311 | 26800 | 1.5333 | 0.0124 | 0.0311 | 0.4029 | 0.0311 |
| 1.5624 | 2.6409 | 26900 | 1.5325 | 0.0124 | 0.0313 | 0.4037 | 0.0313 |
| 1.5306 | 2.6507 | 27000 | 1.5342 | 0.0124 | 0.0311 | 0.4032 | 0.0311 |
| 1.4743 | 2.6605 | 27100 | 1.5331 | 0.0124 | 0.0319 | 0.4036 | 0.0319 |
| 1.5213 | 2.6703 | 27200 | 1.5304 | 0.0124 | 0.0322 | 0.4053 | 0.0322 |
| 1.5122 | 2.6801 | 27300 | 1.5323 | 0.0124 | 0.0314 | 0.4029 | 0.0314 |
| 1.5268 | 2.6900 | 27400 | 1.5315 | 0.0124 | 0.0315 | 0.4046 | 0.0315 |
| 1.5692 | 2.6998 | 27500 | 1.5300 | 0.0124 | 0.0312 | 0.4042 | 0.0312 |
| 1.562 | 2.7096 | 27600 | 1.5302 | 0.0124 | 0.0312 | 0.4035 | 0.0312 |
| 1.5385 | 2.7194 | 27700 | 1.5302 | 0.0124 | 0.0316 | 0.4053 | 0.0316 |
| 1.5028 | 2.7292 | 27800 | 1.5301 | 0.0124 | 0.0324 | 0.4060 | 0.0324 |
| 1.4585 | 2.7391 | 27900 | 1.5295 | 0.0124 | 0.0327 | 0.4055 | 0.0327 |
| 1.5195 | 2.7489 | 28000 | 1.5290 | 0.0124 | 0.0314 | 0.4055 | 0.0314 |
| 1.4877 | 2.7587 | 28100 | 1.5272 | 0.0124 | 0.0313 | 0.4053 | 0.0313 |
| 1.5334 | 2.7685 | 28200 | 1.5279 | 0.0124 | 0.0317 | 0.4059 | 0.0317 |
| 1.4983 | 2.7783 | 28300 | 1.5286 | 0.0124 | 0.0322 | 0.4060 | 0.0322 |
| 1.4942 | 2.7881 | 28400 | 1.5264 | 0.0124 | 0.0302 | 0.4053 | 0.0302 |
| 1.5147 | 2.7980 | 28500 | 1.5303 | 0.0124 | 0.0326 | 0.4065 | 0.0326 |
| 1.4856 | 2.8078 | 28600 | 1.5276 | 0.0124 | 0.0316 | 0.4076 | 0.0316 |
| 1.5024 | 2.8176 | 28700 | 1.5269 | 0.0124 | 0.0313 | 0.4078 | 0.0313 |
| 1.5092 | 2.8274 | 28800 | 1.5261 | 0.0124 | 0.0317 | 0.4068 | 0.0317 |
| 1.5347 | 2.8372 | 28900 | 1.5261 | 0.0124 | 0.0303 | 0.4055 | 0.0303 |
| 1.4885 | 2.8470 | 29000 | 1.5249 | 0.0124 | 0.0309 | 0.4065 | 0.0309 |
| 1.4718 | 2.8569 | 29100 | 1.5247 | 0.0124 | 0.0327 | 0.4079 | 0.0327 |
| 1.5542 | 2.8667 | 29200 | 1.5258 | 0.0124 | 0.0323 | 0.4075 | 0.0323 |
| 1.5355 | 2.8765 | 29300 | 1.5242 | 0.0124 | 0.0307 | 0.4062 | 0.0307 |
| 1.4616 | 2.8863 | 29400 | 1.5273 | 0.0124 | 0.0306 | 0.4067 | 0.0306 |
| 1.4794 | 2.8961 | 29500 | 1.5233 | 0.0124 | 0.0336 | 0.4094 | 0.0336 |
| 1.5241 | 2.9059 | 29600 | 1.5249 | 0.0124 | 0.0318 | 0.4083 | 0.0318 |
| 1.5519 | 2.9158 | 29700 | 1.5236 | 0.0124 | 0.0320 | 0.4082 | 0.0320 |
| 1.4776 | 2.9256 | 29800 | 1.5255 | 0.0124 | 0.0309 | 0.4071 | 0.0309 |
| 1.5789 | 2.9354 | 29900 | 1.5230 | 0.0124 | 0.0314 | 0.4077 | 0.0314 |
| 1.5353 | 2.9452 | 30000 | 1.5221 | 0.0124 | 0.0331 | 0.4083 | 0.0331 |
| 1.5156 | 2.9550 | 30100 | 1.5212 | 0.0124 | 0.0339 | 0.4088 | 0.0339 |
| 1.4853 | 2.9649 | 30200 | 1.5220 | 0.0124 | 0.0335 | 0.4082 | 0.0335 |
| 1.5203 | 2.9747 | 30300 | 1.5201 | 0.0124 | 0.0330 | 0.4089 | 0.0330 |
| 1.5151 | 2.9845 | 30400 | 1.5230 | 0.0124 | 0.0327 | 0.4090 | 0.0327 |
| 1.5341 | 2.9943 | 30500 | 1.5204 | 0.0124 | 0.0325 | 0.4091 | 0.0325 |
| 1.6203 | 3.0041 | 30600 | 1.5200 | 0.0124 | 0.0328 | 0.4083 | 0.0328 |
| 1.5413 | 3.0139 | 30700 | 1.5186 | 0.0124 | 0.0322 | 0.4095 | 0.0322 |
| 1.5943 | 3.0238 | 30800 | 1.5237 | 0.0124 | 0.0360 | 0.4100 | 0.0360 |
| 1.5742 | 3.0336 | 30900 | 1.5202 | 0.0124 | 0.0349 | 0.4108 | 0.0349 |
| 1.4798 | 3.0434 | 31000 | 1.5172 | 0.0124 | 0.0338 | 0.4116 | 0.0338 |
| 1.5747 | 3.0532 | 31100 | 1.5189 | 0.0124 | 0.0331 | 0.4104 | 0.0331 |
| 1.5162 | 3.0630 | 31200 | 1.5179 | 0.0124 | 0.0337 | 0.4107 | 0.0337 |
| 1.5757 | 3.0728 | 31300 | 1.5160 | 0.0124 | 0.0338 | 0.4101 | 0.0338 |
| 1.4836 | 3.0827 | 31400 | 1.5161 | 0.0124 | 0.0326 | 0.4112 | 0.0326 |
| 1.5403 | 3.0925 | 31500 | 1.5171 | 0.0124 | 0.0353 | 0.4107 | 0.0353 |
| 1.4749 | 3.1023 | 31600 | 1.5159 | 0.0124 | 0.0330 | 0.4102 | 0.0330 |
| 1.563 | 3.1121 | 31700 | 1.5204 | 0.0124 | 0.0351 | 0.4103 | 0.0351 |
| 1.4688 | 3.1219 | 31800 | 1.5148 | 0.0124 | 0.0364 | 0.4118 | 0.0364 |
| 1.5835 | 3.1317 | 31900 | 1.5146 | 0.0124 | 0.0353 | 0.4122 | 0.0353 |
| 1.5006 | 3.1416 | 32000 | 1.5138 | 0.0124 | 0.0363 | 0.4102 | 0.0363 |
| 1.5825 | 3.1514 | 32100 | 1.5143 | 0.0124 | 0.0321 | 0.4104 | 0.0321 |
| 1.5814 | 3.1612 | 32200 | 1.5176 | 0.0124 | 0.0373 | 0.4101 | 0.0373 |
| 1.534 | 3.1710 | 32300 | 1.5149 | 0.0124 | 0.0350 | 0.4132 | 0.0350 |
| 1.5514 | 3.1808 | 32400 | 1.5128 | 0.0124 | 0.0315 | 0.4119 | 0.0315 |
| 1.6365 | 3.1907 | 32500 | 1.5157 | 0.0124 | 0.0328 | 0.4119 | 0.0328 |
| 1.5559 | 3.2005 | 32600 | 1.5148 | 0.0124 | 0.0315 | 0.4092 | 0.0315 |
| 1.474 | 3.2103 | 32700 | 1.5111 | 0.0124 | 0.0338 | 0.4116 | 0.0338 |
| 1.4972 | 3.2201 | 32800 | 1.5126 | 0.0124 | 0.0333 | 0.4093 | 0.0333 |
| 1.4672 | 3.2299 | 32900 | 1.5101 | 0.0124 | 0.0336 | 0.4113 | 0.0336 |
| 1.4808 | 3.2397 | 33000 | 1.5108 | 0.0124 | 0.0331 | 0.4124 | 0.0331 |
| 1.4931 | 3.2496 | 33100 | 1.5135 | 0.0124 | 0.0335 | 0.4105 | 0.0335 |
| 1.4636 | 3.2594 | 33200 | 1.5113 | 0.0124 | 0.0345 | 0.4113 | 0.0345 |
| 1.5719 | 3.2692 | 33300 | 1.5100 | 0.0124 | 0.0340 | 0.4128 | 0.0340 |
| 1.4642 | 3.2790 | 33400 | 1.5127 | 0.0124 | 0.0358 | 0.4130 | 0.0358 |
| 1.5368 | 3.2888 | 33500 | 1.5105 | 0.0124 | 0.0344 | 0.4114 | 0.0344 |
| 1.5682 | 3.2986 | 33600 | 1.5095 | 0.0124 | 0.0341 | 0.4114 | 0.0341 |
| 1.4591 | 3.3085 | 33700 | 1.5080 | 0.0124 | 0.0349 | 0.4134 | 0.0349 |
| 1.5766 | 3.3183 | 33800 | 1.5102 | 0.0124 | 0.0337 | 0.4132 | 0.0337 |
| 1.4867 | 3.3281 | 33900 | 1.5078 | 0.0124 | 0.0337 | 0.4139 | 0.0337 |
| 1.5019 | 3.3379 | 34000 | 1.5093 | 0.0124 | 0.0331 | 0.4128 | 0.0331 |
| 1.4921 | 3.3477 | 34100 | 1.5099 | 0.0124 | 0.0333 | 0.4137 | 0.0333 |
| 1.4457 | 3.3575 | 34200 | 1.5083 | 0.0124 | 0.0344 | 0.4135 | 0.0344 |
| 1.4766 | 3.3674 | 34300 | 1.5072 | 0.0124 | 0.0347 | 0.4143 | 0.0347 |
| 1.4926 | 3.3772 | 34400 | 1.5080 | 0.0124 | 0.0361 | 0.4136 | 0.0361 |
| 1.4235 | 3.3870 | 34500 | 1.5066 | 0.0124 | 0.0354 | 0.4157 | 0.0354 |
| 1.4715 | 3.3968 | 34600 | 1.5065 | 0.0124 | 0.0349 | 0.4138 | 0.0349 |
| 1.4448 | 3.4066 | 34700 | 1.5071 | 0.0124 | 0.0343 | 0.4139 | 0.0343 |
| 1.4879 | 3.4165 | 34800 | 1.5060 | 0.0124 | 0.0360 | 0.4144 | 0.0360 |
| 1.5751 | 3.4263 | 34900 | 1.5057 | 0.0124 | 0.0329 | 0.4138 | 0.0329 |
| 1.5573 | 3.4361 | 35000 | 1.5054 | 0.0124 | 0.0364 | 0.4143 | 0.0364 |
| 1.4998 | 3.4459 | 35100 | 1.5047 | 0.0124 | 0.0347 | 0.4138 | 0.0347 |
| 1.4847 | 3.4557 | 35200 | 1.5059 | 0.0124 | 0.0364 | 0.4141 | 0.0364 |
| 1.4525 | 3.4655 | 35300 | 1.5049 | 0.0124 | 0.0351 | 0.4152 | 0.0351 |
| 1.5188 | 3.4754 | 35400 | 1.5059 | 0.0124 | 0.0349 | 0.4137 | 0.0349 |
| 1.4658 | 3.4852 | 35500 | 1.5091 | 0.0124 | 0.0342 | 0.4105 | 0.0342 |
| 1.5261 | 3.4950 | 35600 | 1.5040 | 0.0124 | 0.0355 | 0.4144 | 0.0355 |
| 1.5613 | 3.5048 | 35700 | 1.5030 | 0.0124 | 0.0361 | 0.4160 | 0.0361 |
| 1.4435 | 3.5146 | 35800 | 1.5032 | 0.0124 | 0.0349 | 0.4147 | 0.0349 |
| 1.5267 | 3.5244 | 35900 | 1.5056 | 0.0124 | 0.0324 | 0.4133 | 0.0324 |
| 1.5011 | 3.5343 | 36000 | 1.5055 | 0.0124 | 0.0334 | 0.4132 | 0.0334 |
| 1.4461 | 3.5441 | 36100 | 1.5070 | 0.0124 | 0.0378 | 0.4130 | 0.0378 |
| 1.522 | 3.5539 | 36200 | 1.5061 | 0.0124 | 0.0347 | 0.4124 | 0.0347 |
| 1.4791 | 3.5637 | 36300 | 1.5008 | 0.0124 | 0.0323 | 0.4155 | 0.0323 |
| 1.4965 | 3.5735 | 36400 | 1.5023 | 0.0124 | 0.0349 | 0.4158 | 0.0349 |
| 1.4759 | 3.5833 | 36500 | 1.5011 | 0.0124 | 0.0374 | 0.4173 | 0.0374 |
| 1.5667 | 3.5932 | 36600 | 1.5066 | 0.0124 | 0.0358 | 0.4164 | 0.0358 |
| 1.4945 | 3.6030 | 36700 | 1.5057 | 0.0124 | 0.0376 | 0.4178 | 0.0376 |
| 1.5456 | 3.6128 | 36800 | 1.5000 | 0.0124 | 0.0359 | 0.4153 | 0.0359 |
| 1.5228 | 3.6226 | 36900 | 1.4982 | 0.0124 | 0.0363 | 0.4167 | 0.0363 |
| 1.4742 | 3.6324 | 37000 | 1.5011 | 0.0124 | 0.0370 | 0.4174 | 0.0370 |
| 1.486 | 3.6423 | 37100 | 1.4986 | 0.0124 | 0.0377 | 0.4182 | 0.0377 |
| 1.5317 | 3.6521 | 37200 | 1.4996 | 0.0124 | 0.0356 | 0.4171 | 0.0356 |
| 1.5054 | 3.6619 | 37300 | 1.4977 | 0.0124 | 0.0364 | 0.4172 | 0.0364 |
| 1.5011 | 3.6717 | 37400 | 1.4997 | 0.0124 | 0.0353 | 0.4145 | 0.0353 |
| 1.5407 | 3.6815 | 37500 | 1.5008 | 0.0124 | 0.0344 | 0.4145 | 0.0344 |
| 1.5588 | 3.6913 | 37600 | 1.5015 | 0.0124 | 0.0344 | 0.4132 | 0.0344 |
| 1.5199 | 3.7012 | 37700 | 1.4994 | 0.0124 | 0.0355 | 0.4170 | 0.0355 |
| 1.5548 | 3.7110 | 37800 | 1.4971 | 0.0124 | 0.0362 | 0.4170 | 0.0362 |
| 1.5303 | 3.7208 | 37900 | 1.4979 | 0.0124 | 0.0370 | 0.4165 | 0.0370 |
| 1.4759 | 3.7306 | 38000 | 1.5005 | 0.0124 | 0.0358 | 0.4139 | 0.0358 |
| 1.4667 | 3.7404 | 38100 | 1.4971 | 0.0124 | 0.0356 | 0.4172 | 0.0356 |
| 1.4988 | 3.7502 | 38200 | 1.4978 | 0.0124 | 0.0360 | 0.4156 | 0.0360 |
| 1.5278 | 3.7601 | 38300 | 1.4947 | 0.0124 | 0.0368 | 0.4189 | 0.0368 |
| 1.5496 | 3.7699 | 38400 | 1.4949 | 0.0124 | 0.0355 | 0.4181 | 0.0355 |
| 1.5581 | 3.7797 | 38500 | 1.4952 | 0.0124 | 0.0380 | 0.4187 | 0.0380 |
| 1.547 | 3.7895 | 38600 | 1.4977 | 0.0124 | 0.0380 | 0.4193 | 0.0380 |
| 1.48 | 3.7993 | 38700 | 1.4950 | 0.0124 | 0.0363 | 0.4156 | 0.0363 |
| 1.485 | 3.8091 | 38800 | 1.4935 | 0.0124 | 0.0358 | 0.4184 | 0.0358 |
| 1.5127 | 3.8190 | 38900 | 1.4950 | 0.0124 | 0.0392 | 0.4190 | 0.0392 |
| 1.492 | 3.8288 | 39000 | 1.4937 | 0.0124 | 0.0387 | 0.4173 | 0.0387 |
| 1.5183 | 3.8386 | 39100 | 1.4931 | 0.0124 | 0.0375 | 0.4193 | 0.0375 |
| 1.5091 | 3.8484 | 39200 | 1.4948 | 0.0124 | 0.0383 | 0.4181 | 0.0383 |
| 1.484 | 3.8582 | 39300 | 1.4944 | 0.0124 | 0.0356 | 0.4182 | 0.0356 |
| 1.5162 | 3.8681 | 39400 | 1.4945 | 0.0124 | 0.0342 | 0.4169 | 0.0342 |
| 1.5364 | 3.8779 | 39500 | 1.4929 | 0.0124 | 0.0364 | 0.4170 | 0.0364 |
| 1.4921 | 3.8877 | 39600 | 1.4930 | 0.0124 | 0.0391 | 0.4203 | 0.0391 |
| 1.5018 | 3.8975 | 39700 | 1.4920 | 0.0124 | 0.0360 | 0.4176 | 0.0360 |
| 1.5105 | 3.9073 | 39800 | 1.4947 | 0.0124 | 0.0391 | 0.4209 | 0.0391 |
| 1.5424 | 3.9171 | 39900 | 1.4934 | 0.0124 | 0.0377 | 0.4173 | 0.0377 |
| 1.534 | 3.9270 | 40000 | 1.4926 | 0.0124 | 0.0391 | 0.4191 | 0.0391 |
| 1.4691 | 3.9368 | 40100 | 1.4960 | 0.0124 | 0.0376 | 0.4160 | 0.0376 |
| 1.4877 | 3.9466 | 40200 | 1.4919 | 0.0124 | 0.0360 | 0.4179 | 0.0360 |
| 1.4615 | 3.9564 | 40300 | 1.4952 | 0.0124 | 0.0369 | 0.4159 | 0.0369 |
| 1.579 | 3.9662 | 40400 | 1.4900 | 0.0124 | 0.0384 | 0.4206 | 0.0384 |
| 1.4828 | 3.9760 | 40500 | 1.4893 | 0.0124 | 0.0372 | 0.4195 | 0.0372 |
| 1.5315 | 3.9859 | 40600 | 1.4894 | 0.0124 | 0.0409 | 0.4207 | 0.0409 |
| 1.5956 | 3.9957 | 40700 | 1.4904 | 0.0124 | 0.0388 | 0.4195 | 0.0388 |
| 1.5073 | 4.0055 | 40800 | 1.4883 | 0.0124 | 0.0398 | 0.4212 | 0.0398 |
| 1.5433 | 4.0153 | 40900 | 1.4894 | 0.0124 | 0.0375 | 0.4194 | 0.0375 |
| 1.6127 | 4.0251 | 41000 | 1.4909 | 0.0124 | 0.0389 | 0.4195 | 0.0389 |
| 1.473 | 4.0349 | 41100 | 1.4907 | 0.0124 | 0.0382 | 0.4206 | 0.0382 |
| 1.4944 | 4.0448 | 41200 | 1.4884 | 0.0124 | 0.0390 | 0.4211 | 0.0390 |
| 1.4537 | 4.0546 | 41300 | 1.4898 | 0.0124 | 0.0377 | 0.4200 | 0.0377 |
| 1.5122 | 4.0644 | 41400 | 1.4896 | 0.0124 | 0.0364 | 0.4188 | 0.0364 |
| 1.4679 | 4.0742 | 41500 | 1.4882 | 0.0124 | 0.0393 | 0.4215 | 0.0393 |
| 1.5125 | 4.0840 | 41600 | 1.4897 | 0.0124 | 0.0396 | 0.4211 | 0.0396 |
| 1.5174 | 4.0939 | 41700 | 1.4866 | 0.0124 | 0.0391 | 0.4215 | 0.0391 |
| 1.4612 | 4.1037 | 41800 | 1.4890 | 0.0124 | 0.0407 | 0.4223 | 0.0407 |
| 1.5555 | 4.1135 | 41900 | 1.4872 | 0.0124 | 0.0385 | 0.4211 | 0.0385 |
| 1.5236 | 4.1233 | 42000 | 1.4858 | 0.0124 | 0.0377 | 0.4214 | 0.0377 |
| 1.4396 | 4.1331 | 42100 | 1.4900 | 0.0124 | 0.0389 | 0.4211 | 0.0389 |
| 1.443 | 4.1429 | 42200 | 1.4865 | 0.0124 | 0.0393 | 0.4196 | 0.0393 |
| 1.4999 | 4.1528 | 42300 | 1.4849 | 0.0124 | 0.0394 | 0.4222 | 0.0394 |
| 1.5905 | 4.1626 | 42400 | 1.4852 | 0.0124 | 0.0395 | 0.4205 | 0.0395 |
| 1.5385 | 4.1724 | 42500 | 1.4865 | 0.0124 | 0.0387 | 0.4209 | 0.0387 |
| 1.505 | 4.1822 | 42600 | 1.4850 | 0.0124 | 0.0398 | 0.4204 | 0.0398 |
| 1.4996 | 4.1920 | 42700 | 1.4855 | 0.0124 | 0.0396 | 0.4214 | 0.0396 |
| 1.4554 | 4.2018 | 42800 | 1.4880 | 0.0124 | 0.0406 | 0.4225 | 0.0406 |
| 1.5668 | 4.2117 | 42900 | 1.4841 | 0.0124 | 0.0386 | 0.4196 | 0.0386 |
| 1.5189 | 4.2215 | 43000 | 1.4849 | 0.0124 | 0.0412 | 0.4232 | 0.0412 |
| 1.4537 | 4.2313 | 43100 | 1.4850 | 0.0124 | 0.0380 | 0.4210 | 0.0380 |
| 1.4012 | 4.2411 | 43200 | 1.4846 | 0.0124 | 0.0407 | 0.4209 | 0.0407 |
| 1.5225 | 4.2509 | 43300 | 1.4822 | 0.0124 | 0.0400 | 0.4218 | 0.0400 |
| 1.4276 | 4.2608 | 43400 | 1.4855 | 0.0124 | 0.0391 | 0.4213 | 0.0391 |
| 1.4817 | 4.2706 | 43500 | 1.4835 | 0.0124 | 0.0402 | 0.4227 | 0.0402 |
| 1.4526 | 4.2804 | 43600 | 1.4829 | 0.0124 | 0.0381 | 0.4215 | 0.0381 |
| 1.4241 | 4.2902 | 43700 | 1.4843 | 0.0124 | 0.0389 | 0.4213 | 0.0389 |
| 1.5513 | 4.3000 | 43800 | 1.4835 | 0.0124 | 0.0420 | 0.4231 | 0.0420 |
| 1.5848 | 4.3098 | 43900 | 1.4808 | 0.0124 | 0.0413 | 0.4233 | 0.0413 |
| 1.508 | 4.3197 | 44000 | 1.4813 | 0.0124 | 0.0384 | 0.4217 | 0.0384 |
| 1.4884 | 4.3295 | 44100 | 1.4811 | 0.0124 | 0.0369 | 0.4221 | 0.0369 |
| 1.4247 | 4.3393 | 44200 | 1.4799 | 0.0124 | 0.0412 | 0.4219 | 0.0412 |
| 1.4814 | 4.3491 | 44300 | 1.4818 | 0.0124 | 0.0413 | 0.4243 | 0.0413 |
| 1.4647 | 4.3589 | 44400 | 1.4809 | 0.0124 | 0.0406 | 0.4235 | 0.0406 |
| 1.4592 | 4.3687 | 44500 | 1.4800 | 0.0124 | 0.0416 | 0.4251 | 0.0416 |
| 1.4966 | 4.3786 | 44600 | 1.4816 | 0.0124 | 0.0399 | 0.4221 | 0.0399 |
| 1.4625 | 4.3884 | 44700 | 1.4833 | 0.0124 | 0.0415 | 0.4242 | 0.0415 |
| 1.4933 | 4.3982 | 44800 | 1.4787 | 0.0124 | 0.0400 | 0.4228 | 0.0400 |
| 1.4377 | 4.4080 | 44900 | 1.4826 | 0.0124 | 0.0409 | 0.4233 | 0.0409 |
| 1.4651 | 4.4178 | 45000 | 1.4787 | 0.0124 | 0.0416 | 0.4254 | 0.0416 |
| 1.543 | 4.4276 | 45100 | 1.4820 | 0.0124 | 0.0414 | 0.4243 | 0.0414 |
| 1.4682 | 4.4375 | 45200 | 1.4790 | 0.0124 | 0.0417 | 0.4244 | 0.0417 |
| 1.5446 | 4.4473 | 45300 | 1.4817 | 0.0124 | 0.0416 | 0.4233 | 0.0416 |
| 1.4494 | 4.4571 | 45400 | 1.4795 | 0.0124 | 0.0403 | 0.4256 | 0.0403 |
| 1.4523 | 4.4669 | 45500 | 1.4775 | 0.0124 | 0.0405 | 0.4250 | 0.0405 |
| 1.4982 | 4.4767 | 45600 | 1.4772 | 0.0124 | 0.0425 | 0.4247 | 0.0425 |
| 1.5146 | 4.4866 | 45700 | 1.4784 | 0.0124 | 0.0414 | 0.4253 | 0.0414 |
| 1.5035 | 4.4964 | 45800 | 1.4780 | 0.0124 | 0.0419 | 0.4262 | 0.0419 |
| 1.5153 | 4.5062 | 45900 | 1.4764 | 0.0124 | 0.0402 | 0.4242 | 0.0402 |
| 1.486 | 4.5160 | 46000 | 1.4768 | 0.0124 | 0.0414 | 0.4242 | 0.0414 |
| 1.4885 | 4.5258 | 46100 | 1.4769 | 0.0124 | 0.0414 | 0.4265 | 0.0414 |
| 1.4338 | 4.5356 | 46200 | 1.4761 | 0.0124 | 0.0409 | 0.4256 | 0.0409 |
| 1.4888 | 4.5455 | 46300 | 1.4775 | 0.0124 | 0.0392 | 0.4224 | 0.0392 |
| 1.5179 | 4.5553 | 46400 | 1.4773 | 0.0124 | 0.0409 | 0.4249 | 0.0409 |
| 1.454 | 4.5651 | 46500 | 1.4754 | 0.0124 | 0.0415 | 0.4249 | 0.0415 |
| 1.496 | 4.5749 | 46600 | 1.4749 | 0.0124 | 0.0422 | 0.4244 | 0.0422 |
| 1.4569 | 4.5847 | 46700 | 1.4741 | 0.0124 | 0.0429 | 0.4261 | 0.0429 |
| 1.4375 | 4.5945 | 46800 | 1.4750 | 0.0124 | 0.0423 | 0.4255 | 0.0423 |
| 1.5319 | 4.6044 | 46900 | 1.4761 | 0.0124 | 0.0405 | 0.4237 | 0.0405 |
| 1.5226 | 4.6142 | 47000 | 1.4741 | 0.0124 | 0.0433 | 0.4278 | 0.0433 |
| 1.4831 | 4.6240 | 47100 | 1.4744 | 0.0124 | 0.0422 | 0.4260 | 0.0422 |
| 1.4027 | 4.6338 | 47200 | 1.4759 | 0.0124 | 0.0420 | 0.4237 | 0.0420 |
| 1.5061 | 4.6436 | 47300 | 1.4762 | 0.0124 | 0.0427 | 0.4248 | 0.0427 |
| 1.4555 | 4.6534 | 47400 | 1.4732 | 0.0124 | 0.0424 | 0.4272 | 0.0424 |
| 1.537 | 4.6633 | 47500 | 1.4729 | 0.0124 | 0.0428 | 0.4270 | 0.0428 |
| 1.5072 | 4.6731 | 47600 | 1.4757 | 0.0124 | 0.0388 | 0.4238 | 0.0388 |
| 1.404 | 4.6829 | 47700 | 1.4718 | 0.0124 | 0.0416 | 0.4243 | 0.0416 |
| 1.422 | 4.6927 | 47800 | 1.4746 | 0.0124 | 0.0414 | 0.4255 | 0.0414 |
| 1.492 | 4.7025 | 47900 | 1.4726 | 0.0124 | 0.0409 | 0.4251 | 0.0409 |
| 1.5166 | 4.7124 | 48000 | 1.4727 | 0.0124 | 0.0438 | 0.4269 | 0.0438 |
| 1.4388 | 4.7222 | 48100 | 1.4724 | 0.0124 | 0.0411 | 0.4253 | 0.0411 |
| 1.4954 | 4.7320 | 48200 | 1.4734 | 0.0124 | 0.0421 | 0.4251 | 0.0421 |
| 1.4676 | 4.7418 | 48300 | 1.4717 | 0.0124 | 0.0407 | 0.4263 | 0.0407 |
| 1.454 | 4.7516 | 48400 | 1.4722 | 0.0124 | 0.0427 | 0.4254 | 0.0427 |
| 1.4825 | 4.7614 | 48500 | 1.4721 | 0.0124 | 0.0431 | 0.4272 | 0.0431 |
| 1.4078 | 4.7713 | 48600 | 1.4705 | 0.0124 | 0.0418 | 0.4259 | 0.0418 |
| 1.4783 | 4.7811 | 48700 | 1.4690 | 0.0124 | 0.0429 | 0.4269 | 0.0429 |
| 1.479 | 4.7909 | 48800 | 1.4697 | 0.0124 | 0.0424 | 0.4278 | 0.0424 |
| 1.4664 | 4.8007 | 48900 | 1.4704 | 0.0124 | 0.0417 | 0.4265 | 0.0417 |
| 1.412 | 4.8105 | 49000 | 1.4704 | 0.0124 | 0.0412 | 0.4266 | 0.0412 |
| 1.4585 | 4.8203 | 49100 | 1.4689 | 0.0124 | 0.0436 | 0.4286 | 0.0436 |
| 1.4616 | 4.8302 | 49200 | 1.4696 | 0.0124 | 0.0434 | 0.4285 | 0.0434 |
| 1.5134 | 4.8400 | 49300 | 1.4706 | 0.0124 | 0.0440 | 0.4281 | 0.0440 |
| 1.4415 | 4.8498 | 49400 | 1.4709 | 0.0124 | 0.0456 | 0.4274 | 0.0456 |
| 1.474 | 4.8596 | 49500 | 1.4694 | 0.0124 | 0.0429 | 0.4266 | 0.0429 |
| 1.4467 | 4.8694 | 49600 | 1.4682 | 0.0124 | 0.0418 | 0.4272 | 0.0418 |
| 1.5389 | 4.8792 | 49700 | 1.4680 | 0.0124 | 0.0418 | 0.4260 | 0.0418 |
| 1.4566 | 4.8891 | 49800 | 1.4683 | 0.0124 | 0.0425 | 0.4277 | 0.0425 |
| 1.4781 | 4.8989 | 49900 | 1.4668 | 0.0124 | 0.0438 | 0.4287 | 0.0438 |
| 1.4488 | 4.9087 | 50000 | 1.4681 | 0.0124 | 0.0426 | 0.4279 | 0.0426 |
| 1.4599 | 4.9185 | 50100 | 1.4684 | 0.0124 | 0.0434 | 0.4291 | 0.0434 |
| 1.4855 | 4.9283 | 50200 | 1.4698 | 0.0124 | 0.0419 | 0.4294 | 0.0419 |
| 1.4782 | 4.9382 | 50300 | 1.4683 | 0.0124 | 0.0436 | 0.4268 | 0.0436 |
| 1.502 | 4.9480 | 50400 | 1.4685 | 0.0124 | 0.0423 | 0.4280 | 0.0423 |
| 1.5014 | 4.9578 | 50500 | 1.4669 | 0.0124 | 0.0443 | 0.4283 | 0.0443 |
| 1.4756 | 4.9676 | 50600 | 1.4662 | 0.0124 | 0.0422 | 0.4279 | 0.0422 |
| 1.4439 | 4.9774 | 50700 | 1.4676 | 0.0124 | 0.0434 | 0.4286 | 0.0434 |
| 1.4194 | 4.9872 | 50800 | 1.4661 | 0.0124 | 0.0429 | 0.4284 | 0.0429 |
| 1.4648 | 4.9971 | 50900 | 1.4652 | 0.0124 | 0.0442 | 0.4289 | 0.0442 |
| 1.4227 | 5.0069 | 51000 | 1.4651 | 0.0124 | 0.0451 | 0.4306 | 0.0451 |
| 1.4483 | 5.0167 | 51100 | 1.4641 | 0.0124 | 0.0451 | 0.4298 | 0.0451 |
| 1.4909 | 5.0265 | 51200 | 1.4654 | 0.0124 | 0.0450 | 0.4299 | 0.0450 |
| 1.4999 | 5.0363 | 51300 | 1.4663 | 0.0124 | 0.0420 | 0.4274 | 0.0420 |
| 1.4656 | 5.0461 | 51400 | 1.4649 | 0.0124 | 0.0445 | 0.4285 | 0.0445 |
| 1.5211 | 5.0560 | 51500 | 1.4651 | 0.0124 | 0.0423 | 0.4265 | 0.0423 |
| 1.4397 | 5.0658 | 51600 | 1.4680 | 0.0124 | 0.0442 | 0.4287 | 0.0442 |
| 1.4363 | 5.0756 | 51700 | 1.4642 | 0.0124 | 0.0427 | 0.4285 | 0.0427 |
| 1.4278 | 5.0854 | 51800 | 1.4650 | 0.0124 | 0.0445 | 0.4289 | 0.0445 |
| 1.4353 | 5.0952 | 51900 | 1.4629 | 0.0124 | 0.0414 | 0.4281 | 0.0414 |
| 1.5002 | 5.1050 | 52000 | 1.4646 | 0.0124 | 0.0445 | 0.4307 | 0.0445 |
| 1.4222 | 5.1149 | 52100 | 1.4628 | 0.0124 | 0.0435 | 0.4290 | 0.0435 |
| 1.5343 | 5.1247 | 52200 | 1.4632 | 0.0124 | 0.0438 | 0.4291 | 0.0438 |
| 1.5331 | 5.1345 | 52300 | 1.4632 | 0.0124 | 0.0440 | 0.4288 | 0.0440 |
| 1.4988 | 5.1443 | 52400 | 1.4637 | 0.0124 | 0.0441 | 0.4284 | 0.0441 |
| 1.4467 | 5.1541 | 52500 | 1.4624 | 0.0124 | 0.0458 | 0.4307 | 0.0458 |
| 1.4244 | 5.1640 | 52600 | 1.4658 | 0.0124 | 0.0462 | 0.4313 | 0.0462 |
| 1.4814 | 5.1738 | 52700 | 1.4639 | 0.0124 | 0.0454 | 0.4294 | 0.0454 |
| 1.523 | 5.1836 | 52800 | 1.4614 | 0.0124 | 0.0431 | 0.4290 | 0.0431 |
| 1.4638 | 5.1934 | 52900 | 1.4635 | 0.0124 | 0.0460 | 0.4321 | 0.0460 |
| 1.3986 | 5.2032 | 53000 | 1.4666 | 0.0124 | 0.0445 | 0.4272 | 0.0445 |
| 1.4854 | 5.2130 | 53100 | 1.4643 | 0.0124 | 0.0449 | 0.4303 | 0.0449 |
| 1.4664 | 5.2229 | 53200 | 1.4641 | 0.0124 | 0.0438 | 0.4278 | 0.0438 |
| 1.4823 | 5.2327 | 53300 | 1.4604 | 0.0124 | 0.0463 | 0.4312 | 0.0463 |
| 1.5104 | 5.2425 | 53400 | 1.4618 | 0.0124 | 0.0454 | 0.4316 | 0.0454 |
| 1.4147 | 5.2523 | 53500 | 1.4593 | 0.0124 | 0.0453 | 0.4318 | 0.0453 |
| 1.4834 | 5.2621 | 53600 | 1.4639 | 0.0124 | 0.0450 | 0.4297 | 0.0450 |
| 1.4892 | 5.2719 | 53700 | 1.4602 | 0.0124 | 0.0420 | 0.4310 | 0.0420 |
| 1.5362 | 5.2818 | 53800 | 1.4599 | 0.0124 | 0.0442 | 0.4308 | 0.0442 |
| 1.4308 | 5.2916 | 53900 | 1.4610 | 0.0124 | 0.0453 | 0.4308 | 0.0453 |
| 1.4563 | 5.3014 | 54000 | 1.4590 | 0.0124 | 0.0463 | 0.4317 | 0.0463 |
| 1.4604 | 5.3112 | 54100 | 1.4631 | 0.0124 | 0.0445 | 0.4308 | 0.0445 |
| 1.4685 | 5.3210 | 54200 | 1.4595 | 0.0124 | 0.0446 | 0.4319 | 0.0446 |
| 1.4104 | 5.3308 | 54300 | 1.4602 | 0.0124 | 0.0449 | 0.4310 | 0.0449 |
| 1.506 | 5.3407 | 54400 | 1.4592 | 0.0124 | 0.0445 | 0.4316 | 0.0445 |
| 1.4854 | 5.3505 | 54500 | 1.4569 | 0.0124 | 0.0452 | 0.4322 | 0.0452 |
| 1.3262 | 5.3603 | 54600 | 1.4578 | 0.0124 | 0.0460 | 0.4318 | 0.0460 |
| 1.4408 | 5.3701 | 54700 | 1.4595 | 0.0124 | 0.0459 | 0.4306 | 0.0459 |
| 1.4931 | 5.3799 | 54800 | 1.4593 | 0.0124 | 0.0459 | 0.4325 | 0.0459 |
| 1.5125 | 5.3898 | 54900 | 1.4572 | 0.0124 | 0.0434 | 0.4320 | 0.0434 |
| 1.4113 | 5.3996 | 55000 | 1.4573 | 0.0124 | 0.0446 | 0.4339 | 0.0446 |
| 1.4738 | 5.4094 | 55100 | 1.4555 | 0.0124 | 0.0462 | 0.4327 | 0.0462 |
| 1.3841 | 5.4192 | 55200 | 1.4592 | 0.0124 | 0.0462 | 0.4339 | 0.0462 |
| 1.4392 | 5.4290 | 55300 | 1.4596 | 0.0124 | 0.0438 | 0.4310 | 0.0438 |
| 1.4352 | 5.4388 | 55400 | 1.4551 | 0.0124 | 0.0458 | 0.4332 | 0.0458 |
| 1.4561 | 5.4487 | 55500 | 1.4601 | 0.0124 | 0.0433 | 0.4302 | 0.0433 |
| 1.5151 | 5.4585 | 55600 | 1.4588 | 0.0124 | 0.0460 | 0.4328 | 0.0460 |
| 1.4728 | 5.4683 | 55700 | 1.4546 | 0.0124 | 0.0458 | 0.4333 | 0.0458 |
| 1.4405 | 5.4781 | 55800 | 1.4564 | 0.0124 | 0.0474 | 0.4335 | 0.0474 |
| 1.4614 | 5.4879 | 55900 | 1.4587 | 0.0124 | 0.0427 | 0.4306 | 0.0427 |
| 1.493 | 5.4977 | 56000 | 1.4568 | 0.0124 | 0.0448 | 0.4317 | 0.0448 |
| 1.4694 | 5.5076 | 56100 | 1.4556 | 0.0124 | 0.0449 | 0.4330 | 0.0449 |
| 1.5073 | 5.5174 | 56200 | 1.4569 | 0.0124 | 0.0448 | 0.4329 | 0.0448 |
| 1.4634 | 5.5272 | 56300 | 1.4562 | 0.0124 | 0.0453 | 0.4339 | 0.0453 |
| 1.3765 | 5.5370 | 56400 | 1.4540 | 0.0124 | 0.0457 | 0.4315 | 0.0457 |
| 1.4627 | 5.5468 | 56500 | 1.4544 | 0.0124 | 0.0442 | 0.4325 | 0.0442 |
| 1.4727 | 5.5566 | 56600 | 1.4541 | 0.0124 | 0.0462 | 0.4339 | 0.0462 |
| 1.4865 | 5.5665 | 56700 | 1.4572 | 0.0124 | 0.0463 | 0.4332 | 0.0463 |
| 1.5068 | 5.5763 | 56800 | 1.4520 | 0.0124 | 0.0465 | 0.4342 | 0.0465 |
| 1.4153 | 5.5861 | 56900 | 1.4586 | 0.0124 | 0.0472 | 0.4329 | 0.0472 |
| 1.4364 | 5.5959 | 57000 | 1.4541 | 0.0124 | 0.0462 | 0.4318 | 0.0462 |
| 1.4287 | 5.6057 | 57100 | 1.4525 | 0.0124 | 0.0447 | 0.4332 | 0.0447 |
| 1.393 | 5.6156 | 57200 | 1.4541 | 0.0124 | 0.0468 | 0.4349 | 0.0468 |
| 1.4706 | 5.6254 | 57300 | 1.4548 | 0.0124 | 0.0447 | 0.4328 | 0.0447 |
| 1.4961 | 5.6352 | 57400 | 1.4542 | 0.0124 | 0.0464 | 0.4323 | 0.0464 |
| 1.3923 | 5.6450 | 57500 | 1.4569 | 0.0124 | 0.0447 | 0.4335 | 0.0447 |
| 1.4396 | 5.6548 | 57600 | 1.4526 | 0.0124 | 0.0459 | 0.4331 | 0.0459 |
| 1.466 | 5.6646 | 57700 | 1.4517 | 0.0124 | 0.0469 | 0.4344 | 0.0469 |
| 1.4717 | 5.6745 | 57800 | 1.4536 | 0.0124 | 0.0461 | 0.4334 | 0.0461 |
| 1.5336 | 5.6843 | 57900 | 1.4522 | 0.0124 | 0.0451 | 0.4357 | 0.0451 |
| 1.4487 | 5.6941 | 58000 | 1.4522 | 0.0124 | 0.0471 | 0.4339 | 0.0471 |
| 1.4297 | 5.7039 | 58100 | 1.4520 | 0.0124 | 0.0481 | 0.4370 | 0.0481 |
| 1.4445 | 5.7137 | 58200 | 1.4508 | 0.0124 | 0.0465 | 0.4360 | 0.0465 |
| 1.4659 | 5.7235 | 58300 | 1.4514 | 0.0124 | 0.0480 | 0.4347 | 0.0480 |
| 1.5195 | 5.7334 | 58400 | 1.4520 | 0.0124 | 0.0455 | 0.4346 | 0.0455 |
| 1.4798 | 5.7432 | 58500 | 1.4497 | 0.0124 | 0.0463 | 0.4354 | 0.0463 |
| 1.4879 | 5.7530 | 58600 | 1.4495 | 0.0124 | 0.0456 | 0.4350 | 0.0456 |
| 1.4327 | 5.7628 | 58700 | 1.4499 | 0.0124 | 0.0480 | 0.4355 | 0.0480 |
| 1.4832 | 5.7726 | 58800 | 1.4547 | 0.0124 | 0.0441 | 0.4323 | 0.0441 |
| 1.3942 | 5.7824 | 58900 | 1.4507 | 0.0124 | 0.0469 | 0.4352 | 0.0469 |
| 1.4612 | 5.7923 | 59000 | 1.4494 | 0.0124 | 0.0470 | 0.4341 | 0.0470 |
| 1.423 | 5.8021 | 59100 | 1.4497 | 0.0124 | 0.0472 | 0.4346 | 0.0472 |
| 1.4515 | 5.8119 | 59200 | 1.4515 | 0.0124 | 0.0469 | 0.4355 | 0.0469 |
| 1.5045 | 5.8217 | 59300 | 1.4502 | 0.0124 | 0.0463 | 0.4350 | 0.0463 |
| 1.4728 | 5.8315 | 59400 | 1.4514 | 0.0124 | 0.0446 | 0.4338 | 0.0446 |
| 1.5115 | 5.8414 | 59500 | 1.4483 | 0.0124 | 0.0475 | 0.4353 | 0.0475 |
| 1.4511 | 5.8512 | 59600 | 1.4488 | 0.0124 | 0.0443 | 0.4361 | 0.0443 |
| 1.4109 | 5.8610 | 59700 | 1.4486 | 0.0124 | 0.0477 | 0.4359 | 0.0477 |
| 1.4297 | 5.8708 | 59800 | 1.4490 | 0.0124 | 0.0483 | 0.4368 | 0.0483 |
| 1.4711 | 5.8806 | 59900 | 1.4499 | 0.0124 | 0.0463 | 0.4333 | 0.0463 |
| 1.4904 | 5.8904 | 60000 | 1.4492 | 0.0124 | 0.0447 | 0.4340 | 0.0447 |
| 1.4688 | 5.9003 | 60100 | 1.4510 | 0.0124 | 0.0480 | 0.4356 | 0.0480 |
| 1.5024 | 5.9101 | 60200 | 1.4457 | 0.0124 | 0.0476 | 0.4366 | 0.0476 |
| 1.3963 | 5.9199 | 60300 | 1.4464 | 0.0124 | 0.0474 | 0.4368 | 0.0474 |
| 1.4141 | 5.9297 | 60400 | 1.4468 | 0.0124 | 0.0471 | 0.4348 | 0.0471 |
| 1.4444 | 5.9395 | 60500 | 1.4460 | 0.0124 | 0.0447 | 0.4365 | 0.0447 |
| 1.4156 | 5.9493 | 60600 | 1.4468 | 0.0124 | 0.0458 | 0.4357 | 0.0458 |
| 1.4791 | 5.9592 | 60700 | 1.4483 | 0.0124 | 0.0469 | 0.4372 | 0.0469 |
| 1.4312 | 5.9690 | 60800 | 1.4453 | 0.0124 | 0.0484 | 0.4372 | 0.0484 |
| 1.5189 | 5.9788 | 60900 | 1.4473 | 0.0124 | 0.0450 | 0.4339 | 0.0450 |
| 1.4143 | 5.9886 | 61000 | 1.4466 | 0.0124 | 0.0485 | 0.4375 | 0.0485 |
| 1.4534 | 5.9984 | 61100 | 1.4469 | 0.0124 | 0.0478 | 0.4347 | 0.0478 |
| 1.3949 | 6.0082 | 61200 | 1.4449 | 0.0124 | 0.0458 | 0.4360 | 0.0458 |
| 1.3672 | 6.0181 | 61300 | 1.4457 | 0.0124 | 0.0509 | 0.4376 | 0.0509 |
| 1.4012 | 6.0279 | 61400 | 1.4442 | 0.0124 | 0.0477 | 0.4375 | 0.0477 |
| 1.4415 | 6.0377 | 61500 | 1.4468 | 0.0124 | 0.0474 | 0.4380 | 0.0474 |
| 1.3496 | 6.0475 | 61600 | 1.4440 | 0.0124 | 0.0487 | 0.4390 | 0.0487 |
| 1.4277 | 6.0573 | 61700 | 1.4469 | 0.0124 | 0.0468 | 0.4359 | 0.0468 |
| 1.4197 | 6.0672 | 61800 | 1.4429 | 0.0124 | 0.0483 | 0.4381 | 0.0483 |
| 1.4911 | 6.0770 | 61900 | 1.4447 | 0.0124 | 0.0473 | 0.4383 | 0.0473 |
| 1.3735 | 6.0868 | 62000 | 1.4422 | 0.0124 | 0.0488 | 0.4394 | 0.0488 |
| 1.3625 | 6.0966 | 62100 | 1.4431 | 0.0124 | 0.0464 | 0.4369 | 0.0464 |
| 1.4788 | 6.1064 | 62200 | 1.4446 | 0.0124 | 0.0476 | 0.4377 | 0.0476 |
| 1.3768 | 6.1162 | 62300 | 1.4446 | 0.0124 | 0.0491 | 0.4370 | 0.0491 |
| 1.4385 | 6.1261 | 62400 | 1.4420 | 0.0124 | 0.0486 | 0.4382 | 0.0486 |
| 1.4079 | 6.1359 | 62500 | 1.4481 | 0.0124 | 0.0474 | 0.4343 | 0.0474 |
| 1.4482 | 6.1457 | 62600 | 1.4501 | 0.0124 | 0.0470 | 0.4337 | 0.0470 |
| 1.3919 | 6.1555 | 62700 | 1.4432 | 0.0124 | 0.0476 | 0.4387 | 0.0476 |
| 1.4757 | 6.1653 | 62800 | 1.4425 | 0.0124 | 0.0492 | 0.4390 | 0.0492 |
| 1.464 | 6.1751 | 62900 | 1.4459 | 0.0124 | 0.0464 | 0.4369 | 0.0464 |
| 1.4006 | 6.1850 | 63000 | 1.4447 | 0.0124 | 0.0458 | 0.4354 | 0.0458 |
| 1.5484 | 6.1948 | 63100 | 1.4442 | 0.0124 | 0.0487 | 0.4397 | 0.0487 |
| 1.4609 | 6.2046 | 63200 | 1.4430 | 0.0124 | 0.0492 | 0.4376 | 0.0492 |
| 1.5012 | 6.2144 | 63300 | 1.4416 | 0.0124 | 0.0499 | 0.4389 | 0.0499 |
| 1.4298 | 6.2242 | 63400 | 1.4440 | 0.0124 | 0.0496 | 0.4370 | 0.0496 |
| 1.49 | 6.2340 | 63500 | 1.4457 | 0.0124 | 0.0503 | 0.4387 | 0.0503 |
| 1.4078 | 6.2439 | 63600 | 1.4425 | 0.0124 | 0.0497 | 0.4399 | 0.0497 |
| 1.4184 | 6.2537 | 63700 | 1.4412 | 0.0124 | 0.0467 | 0.4388 | 0.0467 |
| 1.4291 | 6.2635 | 63800 | 1.4412 | 0.0124 | 0.0494 | 0.4386 | 0.0494 |
| 1.5004 | 6.2733 | 63900 | 1.4411 | 0.0124 | 0.0501 | 0.4389 | 0.0501 |
| 1.4389 | 6.2831 | 64000 | 1.4412 | 0.0124 | 0.0490 | 0.4389 | 0.0490 |
| 1.3917 | 6.2930 | 64100 | 1.4389 | 0.0124 | 0.0483 | 0.4405 | 0.0483 |
| 1.4328 | 6.3028 | 64200 | 1.4433 | 0.0124 | 0.0480 | 0.4353 | 0.0480 |
| 1.4235 | 6.3126 | 64300 | 1.4421 | 0.0124 | 0.0460 | 0.4376 | 0.0460 |
| 1.4299 | 6.3224 | 64400 | 1.4400 | 0.0124 | 0.0499 | 0.4395 | 0.0499 |
| 1.4187 | 6.3322 | 64500 | 1.4415 | 0.0124 | 0.0509 | 0.4386 | 0.0509 |
| 1.4906 | 6.3420 | 64600 | 1.4380 | 0.0124 | 0.0503 | 0.4394 | 0.0503 |
| 1.5247 | 6.3519 | 64700 | 1.4364 | 0.0124 | 0.0500 | 0.4406 | 0.0500 |
| 1.4529 | 6.3617 | 64800 | 1.4415 | 0.0124 | 0.0499 | 0.4380 | 0.0499 |
| 1.4684 | 6.3715 | 64900 | 1.4395 | 0.0124 | 0.0494 | 0.4388 | 0.0494 |
| 1.4707 | 6.3813 | 65000 | 1.4363 | 0.0124 | 0.0505 | 0.4398 | 0.0505 |
| 1.4431 | 6.3911 | 65100 | 1.4377 | 0.0124 | 0.0499 | 0.4411 | 0.0499 |
| 1.5005 | 6.4009 | 65200 | 1.4384 | 0.0124 | 0.0499 | 0.4403 | 0.0499 |
| 1.4547 | 6.4108 | 65300 | 1.4367 | 0.0124 | 0.0483 | 0.4414 | 0.0483 |
| 1.4627 | 6.4206 | 65400 | 1.4395 | 0.0124 | 0.0506 | 0.4397 | 0.0506 |
| 1.391 | 6.4304 | 65500 | 1.4373 | 0.0124 | 0.0489 | 0.4399 | 0.0489 |
| 1.4852 | 6.4402 | 65600 | 1.4383 | 0.0124 | 0.0487 | 0.4395 | 0.0487 |
| 1.4541 | 6.4500 | 65700 | 1.4396 | 0.0124 | 0.0491 | 0.4390 | 0.0491 |
| 1.4811 | 6.4598 | 65800 | 1.4396 | 0.0124 | 0.0497 | 0.4382 | 0.0497 |
| 1.4683 | 6.4697 | 65900 | 1.4379 | 0.0124 | 0.0504 | 0.4407 | 0.0504 |
| 1.4569 | 6.4795 | 66000 | 1.4369 | 0.0124 | 0.0510 | 0.4402 | 0.0510 |
| 1.3988 | 6.4893 | 66100 | 1.4357 | 0.0124 | 0.0491 | 0.4415 | 0.0491 |
| 1.4216 | 6.4991 | 66200 | 1.4377 | 0.0124 | 0.0514 | 0.4385 | 0.0514 |
| 1.4322 | 6.5089 | 66300 | 1.4366 | 0.0124 | 0.0480 | 0.4404 | 0.0480 |
| 1.4278 | 6.5188 | 66400 | 1.4387 | 0.0124 | 0.0476 | 0.4378 | 0.0476 |
| 1.4213 | 6.5286 | 66500 | 1.4349 | 0.0124 | 0.0505 | 0.4417 | 0.0505 |
| 1.3666 | 6.5384 | 66600 | 1.4371 | 0.0124 | 0.0495 | 0.4389 | 0.0495 |
| 1.4488 | 6.5482 | 66700 | 1.4362 | 0.0124 | 0.0494 | 0.4395 | 0.0494 |
| 1.4487 | 6.5580 | 66800 | 1.4361 | 0.0124 | 0.0492 | 0.4416 | 0.0492 |
| 1.4576 | 6.5678 | 66900 | 1.4365 | 0.0124 | 0.0475 | 0.4413 | 0.0475 |
| 1.4344 | 6.5777 | 67000 | 1.4347 | 0.0124 | 0.0507 | 0.4406 | 0.0507 |
| 1.4588 | 6.5875 | 67100 | 1.4356 | 0.0124 | 0.0498 | 0.4412 | 0.0498 |
| 1.452 | 6.5973 | 67200 | 1.4383 | 0.0124 | 0.0471 | 0.4393 | 0.0471 |
| 1.4138 | 6.6071 | 67300 | 1.4329 | 0.0124 | 0.0494 | 0.4410 | 0.0494 |
| 1.4113 | 6.6169 | 67400 | 1.4336 | 0.0124 | 0.0511 | 0.4436 | 0.0511 |
| 1.4343 | 6.6267 | 67500 | 1.4360 | 0.0124 | 0.0489 | 0.4431 | 0.0489 |
| 1.4333 | 6.6366 | 67600 | 1.4345 | 0.0124 | 0.0507 | 0.4421 | 0.0507 |
| 1.503 | 6.6464 | 67700 | 1.4354 | 0.0124 | 0.0523 | 0.4412 | 0.0523 |
| 1.4013 | 6.6562 | 67800 | 1.4335 | 0.0124 | 0.0494 | 0.4411 | 0.0494 |
| 1.4201 | 6.6660 | 67900 | 1.4343 | 0.0124 | 0.0514 | 0.4418 | 0.0514 |
| 1.4127 | 6.6758 | 68000 | 1.4382 | 0.0124 | 0.0501 | 0.4389 | 0.0501 |
| 1.4287 | 6.6856 | 68100 | 1.4343 | 0.0124 | 0.0486 | 0.4420 | 0.0486 |
| 1.3832 | 6.6955 | 68200 | 1.4331 | 0.0124 | 0.0500 | 0.4422 | 0.0500 |
| 1.4029 | 6.7053 | 68300 | 1.4367 | 0.0124 | 0.0521 | 0.4407 | 0.0521 |
| 1.4138 | 6.7151 | 68400 | 1.4323 | 0.0124 | 0.0501 | 0.4445 | 0.0501 |
| 1.388 | 6.7249 | 68500 | 1.4326 | 0.0124 | 0.0509 | 0.4412 | 0.0509 |
| 1.4471 | 6.7347 | 68600 | 1.4324 | 0.0124 | 0.0519 | 0.4421 | 0.0519 |
| 1.4158 | 6.7446 | 68700 | 1.4349 | 0.0124 | 0.0503 | 0.4417 | 0.0503 |
| 1.4468 | 6.7544 | 68800 | 1.4353 | 0.0124 | 0.0476 | 0.4415 | 0.0476 |
| 1.3962 | 6.7642 | 68900 | 1.4318 | 0.0124 | 0.0509 | 0.4427 | 0.0509 |
| 1.43 | 6.7740 | 69000 | 1.4308 | 0.0124 | 0.0505 | 0.4420 | 0.0505 |
| 1.4745 | 6.7838 | 69100 | 1.4326 | 0.0124 | 0.0509 | 0.4436 | 0.0509 |
| 1.4892 | 6.7936 | 69200 | 1.4332 | 0.0124 | 0.0495 | 0.4443 | 0.0495 |
| 1.4106 | 6.8035 | 69300 | 1.4316 | 0.0124 | 0.0527 | 0.4446 | 0.0527 |
| 1.4593 | 6.8133 | 69400 | 1.4296 | 0.0124 | 0.0521 | 0.4433 | 0.0521 |
| 1.4754 | 6.8231 | 69500 | 1.4320 | 0.0124 | 0.0509 | 0.4414 | 0.0509 |
| 1.455 | 6.8329 | 69600 | 1.4292 | 0.0124 | 0.0515 | 0.4425 | 0.0515 |
| 1.4337 | 6.8427 | 69700 | 1.4332 | 0.0124 | 0.0507 | 0.4410 | 0.0507 |
| 1.4681 | 6.8525 | 69800 | 1.4303 | 0.0124 | 0.0515 | 0.4449 | 0.0515 |
| 1.3849 | 6.8624 | 69900 | 1.4309 | 0.0124 | 0.0518 | 0.4446 | 0.0518 |
| 1.5043 | 6.8722 | 70000 | 1.4285 | 0.0124 | 0.0500 | 0.4436 | 0.0500 |
| 1.4167 | 6.8820 | 70100 | 1.4308 | 0.0124 | 0.0497 | 0.4434 | 0.0497 |
| 1.3904 | 6.8918 | 70200 | 1.4316 | 0.0124 | 0.0519 | 0.4427 | 0.0519 |
| 1.4116 | 6.9016 | 70300 | 1.4293 | 0.0124 | 0.0510 | 0.4446 | 0.0510 |
| 1.4565 | 6.9114 | 70400 | 1.4309 | 0.0124 | 0.0512 | 0.4444 | 0.0512 |
| 1.4323 | 6.9213 | 70500 | 1.4297 | 0.0124 | 0.0489 | 0.4429 | 0.0489 |
| 1.3726 | 6.9311 | 70600 | 1.4300 | 0.0124 | 0.0527 | 0.4450 | 0.0527 |
| 1.4737 | 6.9409 | 70700 | 1.4289 | 0.0124 | 0.0519 | 0.4437 | 0.0519 |
| 1.4618 | 6.9507 | 70800 | 1.4287 | 0.0124 | 0.0511 | 0.4448 | 0.0511 |
| 1.3817 | 6.9605 | 70900 | 1.4316 | 0.0124 | 0.0505 | 0.4432 | 0.0505 |
| 1.5358 | 6.9704 | 71000 | 1.4293 | 0.0124 | 0.0527 | 0.4434 | 0.0527 |
| 1.4694 | 6.9802 | 71100 | 1.4287 | 0.0124 | 0.0495 | 0.4425 | 0.0495 |
| 1.4502 | 6.9900 | 71200 | 1.4264 | 0.0124 | 0.0527 | 0.4448 | 0.0527 |
| 1.4383 | 6.9998 | 71300 | 1.4282 | 0.0124 | 0.0520 | 0.4447 | 0.0520 |
| 1.3471 | 7.0096 | 71400 | 1.4310 | 0.0124 | 0.0494 | 0.4417 | 0.0494 |
| 1.3614 | 7.0194 | 71500 | 1.4268 | 0.0124 | 0.0514 | 0.4442 | 0.0514 |
| 1.4273 | 7.0293 | 71600 | 1.4274 | 0.0124 | 0.0502 | 0.4441 | 0.0502 |
| 1.4568 | 7.0391 | 71700 | 1.4273 | 0.0124 | 0.0479 | 0.4429 | 0.0479 |
| 1.3965 | 7.0489 | 71800 | 1.4285 | 0.0124 | 0.0501 | 0.4431 | 0.0501 |
| 1.4352 | 7.0587 | 71900 | 1.4254 | 0.0124 | 0.0526 | 0.4456 | 0.0526 |
| 1.4017 | 7.0685 | 72000 | 1.4281 | 0.0124 | 0.0512 | 0.4457 | 0.0512 |
| 1.4285 | 7.0783 | 72100 | 1.4279 | 0.0124 | 0.0514 | 0.4424 | 0.0514 |
| 1.4822 | 7.0882 | 72200 | 1.4276 | 0.0124 | 0.0529 | 0.4453 | 0.0529 |
| 1.4536 | 7.0980 | 72300 | 1.4263 | 0.0124 | 0.0514 | 0.4421 | 0.0514 |
| 1.4594 | 7.1078 | 72400 | 1.4269 | 0.0124 | 0.0484 | 0.4434 | 0.0484 |
| 1.3668 | 7.1176 | 72500 | 1.4273 | 0.0124 | 0.0505 | 0.4426 | 0.0505 |
| 1.371 | 7.1274 | 72600 | 1.4284 | 0.0124 | 0.0492 | 0.4433 | 0.0492 |
| 1.4057 | 7.1372 | 72700 | 1.4273 | 0.0124 | 0.0536 | 0.4460 | 0.0536 |
| 1.4113 | 7.1471 | 72800 | 1.4283 | 0.0124 | 0.0514 | 0.4451 | 0.0514 |
| 1.3676 | 7.1569 | 72900 | 1.4301 | 0.0124 | 0.0495 | 0.4429 | 0.0495 |
| 1.443 | 7.1667 | 73000 | 1.4249 | 0.0124 | 0.0521 | 0.4447 | 0.0521 |
| 1.3674 | 7.1765 | 73100 | 1.4248 | 0.0124 | 0.0538 | 0.4458 | 0.0538 |
| 1.4598 | 7.1863 | 73200 | 1.4267 | 0.0124 | 0.0501 | 0.4433 | 0.0501 |
| 1.4247 | 7.1962 | 73300 | 1.4262 | 0.0124 | 0.0526 | 0.4452 | 0.0526 |
| 1.4429 | 7.2060 | 73400 | 1.4256 | 0.0124 | 0.0519 | 0.4461 | 0.0519 |
| 1.4318 | 7.2158 | 73500 | 1.4251 | 0.0124 | 0.0527 | 0.4465 | 0.0527 |
| 1.4915 | 7.2256 | 73600 | 1.4247 | 0.0124 | 0.0521 | 0.4459 | 0.0521 |
| 1.4129 | 7.2354 | 73700 | 1.4250 | 0.0124 | 0.0506 | 0.4448 | 0.0506 |
| 1.3996 | 7.2452 | 73800 | 1.4238 | 0.0124 | 0.0547 | 0.4464 | 0.0547 |
| 1.4011 | 7.2551 | 73900 | 1.4228 | 0.0124 | 0.0522 | 0.4477 | 0.0522 |
| 1.432 | 7.2649 | 74000 | 1.4247 | 0.0124 | 0.0536 | 0.4450 | 0.0536 |
| 1.4175 | 7.2747 | 74100 | 1.4238 | 0.0124 | 0.0536 | 0.4470 | 0.0536 |
| 1.5182 | 7.2845 | 74200 | 1.4243 | 0.0124 | 0.0509 | 0.4439 | 0.0509 |
| 1.3727 | 7.2943 | 74300 | 1.4231 | 0.0124 | 0.0521 | 0.4452 | 0.0521 |
| 1.4693 | 7.3041 | 74400 | 1.4234 | 0.0124 | 0.0522 | 0.4460 | 0.0522 |
| 1.3402 | 7.3140 | 74500 | 1.4226 | 0.0124 | 0.0521 | 0.4466 | 0.0521 |
| 1.397 | 7.3238 | 74600 | 1.4276 | 0.0124 | 0.0527 | 0.4466 | 0.0527 |
| 1.4196 | 7.3336 | 74700 | 1.4243 | 0.0124 | 0.0513 | 0.4457 | 0.0513 |
| 1.3443 | 7.3434 | 74800 | 1.4246 | 0.0124 | 0.0535 | 0.4456 | 0.0535 |
| 1.4978 | 7.3532 | 74900 | 1.4229 | 0.0124 | 0.0529 | 0.4453 | 0.0529 |
| 1.4871 | 7.3630 | 75000 | 1.4221 | 0.0124 | 0.0532 | 0.4474 | 0.0532 |
| 1.4763 | 7.3729 | 75100 | 1.4202 | 0.0124 | 0.0530 | 0.4467 | 0.0530 |
| 1.3939 | 7.3827 | 75200 | 1.4228 | 0.0124 | 0.0527 | 0.4456 | 0.0527 |
| 1.3783 | 7.3925 | 75300 | 1.4247 | 0.0124 | 0.0532 | 0.4441 | 0.0532 |
| 1.422 | 7.4023 | 75400 | 1.4256 | 0.0124 | 0.0512 | 0.4470 | 0.0512 |
| 1.4789 | 7.4121 | 75500 | 1.4214 | 0.0124 | 0.0511 | 0.4449 | 0.0511 |
| 1.4451 | 7.4220 | 75600 | 1.4254 | 0.0124 | 0.0503 | 0.4458 | 0.0503 |
| 1.4096 | 7.4318 | 75700 | 1.4224 | 0.0124 | 0.0523 | 0.4469 | 0.0523 |
| 1.455 | 7.4416 | 75800 | 1.4201 | 0.0124 | 0.0538 | 0.4468 | 0.0538 |
| 1.406 | 7.4514 | 75900 | 1.4225 | 0.0124 | 0.0536 | 0.4466 | 0.0536 |
| 1.412 | 7.4612 | 76000 | 1.4205 | 0.0124 | 0.0510 | 0.4463 | 0.0510 |
| 1.5147 | 7.4710 | 76100 | 1.4225 | 0.0124 | 0.0515 | 0.4471 | 0.0515 |
| 1.3427 | 7.4809 | 76200 | 1.4181 | 0.0124 | 0.0537 | 0.4478 | 0.0537 |
| 1.4226 | 7.4907 | 76300 | 1.4210 | 0.0124 | 0.0525 | 0.4460 | 0.0525 |
| 1.3758 | 7.5005 | 76400 | 1.4239 | 0.0124 | 0.0498 | 0.4453 | 0.0498 |
| 1.384 | 7.5103 | 76500 | 1.4211 | 0.0124 | 0.0537 | 0.4472 | 0.0537 |
| 1.4369 | 7.5201 | 76600 | 1.4182 | 0.0124 | 0.0541 | 0.4476 | 0.0541 |
| 1.3729 | 7.5299 | 76700 | 1.4247 | 0.0124 | 0.0530 | 0.4478 | 0.0530 |
| 1.4539 | 7.5398 | 76800 | 1.4185 | 0.0124 | 0.0543 | 0.4469 | 0.0543 |
| 1.4263 | 7.5496 | 76900 | 1.4210 | 0.0124 | 0.0518 | 0.4466 | 0.0518 |
| 1.4858 | 7.5594 | 77000 | 1.4172 | 0.0124 | 0.0520 | 0.4480 | 0.0520 |
| 1.4109 | 7.5692 | 77100 | 1.4222 | 0.0124 | 0.0557 | 0.4479 | 0.0557 |
| 1.3899 | 7.5790 | 77200 | 1.4193 | 0.0124 | 0.0497 | 0.4466 | 0.0497 |
| 1.4415 | 7.5888 | 77300 | 1.4196 | 0.0124 | 0.0512 | 0.4478 | 0.0512 |
| 1.3246 | 7.5987 | 77400 | 1.4171 | 0.0124 | 0.0559 | 0.4499 | 0.0559 |
| 1.4851 | 7.6085 | 77500 | 1.4196 | 0.0124 | 0.0546 | 0.4476 | 0.0546 |
| 1.4167 | 7.6183 | 77600 | 1.4166 | 0.0124 | 0.0540 | 0.4483 | 0.0540 |
| 1.3218 | 7.6281 | 77700 | 1.4184 | 0.0124 | 0.0536 | 0.4502 | 0.0536 |
| 1.4135 | 7.6379 | 77800 | 1.4166 | 0.0124 | 0.0534 | 0.4501 | 0.0534 |
| 1.3709 | 7.6478 | 77900 | 1.4223 | 0.0124 | 0.0538 | 0.4446 | 0.0538 |
| 1.4224 | 7.6576 | 78000 | 1.4178 | 0.0124 | 0.0549 | 0.4470 | 0.0549 |
| 1.4713 | 7.6674 | 78100 | 1.4197 | 0.0124 | 0.0533 | 0.4473 | 0.0533 |
| 1.3723 | 7.6772 | 78200 | 1.4178 | 0.0124 | 0.0523 | 0.4485 | 0.0523 |
| 1.4199 | 7.6870 | 78300 | 1.4179 | 0.0124 | 0.0532 | 0.4486 | 0.0532 |
| 1.4074 | 7.6968 | 78400 | 1.4178 | 0.0124 | 0.0530 | 0.4467 | 0.0530 |
| 1.4146 | 7.7067 | 78500 | 1.4170 | 0.0124 | 0.0549 | 0.4478 | 0.0549 |
| 1.3487 | 7.7165 | 78600 | 1.4185 | 0.0124 | 0.0536 | 0.4488 | 0.0536 |
| 1.33 | 7.7263 | 78700 | 1.4176 | 0.0124 | 0.0533 | 0.4471 | 0.0533 |
| 1.4493 | 7.7361 | 78800 | 1.4182 | 0.0124 | 0.0572 | 0.4494 | 0.0572 |
| 1.3783 | 7.7459 | 78900 | 1.4190 | 0.0124 | 0.0534 | 0.4487 | 0.0534 |
| 1.3509 | 7.7557 | 79000 | 1.4207 | 0.0124 | 0.0519 | 0.4475 | 0.0519 |
| 1.4035 | 7.7656 | 79100 | 1.4175 | 0.0124 | 0.0536 | 0.4492 | 0.0536 |
| 1.3532 | 7.7754 | 79200 | 1.4193 | 0.0124 | 0.0520 | 0.4477 | 0.0520 |
| 1.4034 | 7.7852 | 79300 | 1.4185 | 0.0124 | 0.0527 | 0.4485 | 0.0527 |
| 1.3801 | 7.7950 | 79400 | 1.4175 | 0.0124 | 0.0543 | 0.4483 | 0.0543 |
| 1.3659 | 7.8048 | 79500 | 1.4163 | 0.0124 | 0.0543 | 0.4479 | 0.0543 |
| 1.4493 | 7.8146 | 79600 | 1.4150 | 0.0124 | 0.0535 | 0.4489 | 0.0535 |
| 1.4258 | 7.8245 | 79700 | 1.4173 | 0.0124 | 0.0545 | 0.4489 | 0.0545 |
| 1.443 | 7.8343 | 79800 | 1.4196 | 0.0124 | 0.0534 | 0.4502 | 0.0534 |
| 1.416 | 7.8441 | 79900 | 1.4162 | 0.0124 | 0.0545 | 0.4502 | 0.0545 |
| 1.4318 | 7.8539 | 80000 | 1.4163 | 0.0124 | 0.0555 | 0.4508 | 0.0555 |
| 1.4593 | 7.8637 | 80100 | 1.4181 | 0.0124 | 0.0549 | 0.4471 | 0.0549 |
| 1.4211 | 7.8736 | 80200 | 1.4174 | 0.0124 | 0.0559 | 0.4488 | 0.0559 |
| 1.3921 | 7.8834 | 80300 | 1.4156 | 0.0124 | 0.0539 | 0.4497 | 0.0539 |
| 1.4893 | 7.8932 | 80400 | 1.4132 | 0.0124 | 0.0537 | 0.4514 | 0.0537 |
| 1.4046 | 7.9030 | 80500 | 1.4165 | 0.0124 | 0.0550 | 0.4497 | 0.0550 |
| 1.3549 | 7.9128 | 80600 | 1.4129 | 0.0124 | 0.0527 | 0.4508 | 0.0527 |
| 1.448 | 7.9226 | 80700 | 1.4136 | 0.0124 | 0.0518 | 0.4476 | 0.0518 |
| 1.4122 | 7.9325 | 80800 | 1.4130 | 0.0124 | 0.0547 | 0.4501 | 0.0547 |
| 1.4491 | 7.9423 | 80900 | 1.4125 | 0.0124 | 0.0554 | 0.4500 | 0.0554 |
| 1.4658 | 7.9521 | 81000 | 1.4146 | 0.0124 | 0.0545 | 0.4516 | 0.0545 |
| 1.4049 | 7.9619 | 81100 | 1.4154 | 0.0124 | 0.0552 | 0.4474 | 0.0552 |
| 1.4558 | 7.9717 | 81200 | 1.4135 | 0.0124 | 0.0537 | 0.4497 | 0.0537 |
| 1.432 | 7.9815 | 81300 | 1.4159 | 0.0124 | 0.0587 | 0.4509 | 0.0587 |
| 1.4038 | 7.9914 | 81400 | 1.4120 | 0.0124 | 0.0538 | 0.4498 | 0.0538 |
| 1.4193 | 8.0012 | 81500 | 1.4141 | 0.0124 | 0.0538 | 0.4499 | 0.0538 |
| 1.3178 | 8.0110 | 81600 | 1.4120 | 0.0124 | 0.0533 | 0.4502 | 0.0533 |
| 1.3803 | 8.0208 | 81700 | 1.4114 | 0.0124 | 0.0539 | 0.4501 | 0.0539 |
| 1.355 | 8.0306 | 81800 | 1.4137 | 0.0124 | 0.0554 | 0.4502 | 0.0554 |
| 1.3914 | 8.0404 | 81900 | 1.4119 | 0.0124 | 0.0567 | 0.4502 | 0.0567 |
| 1.4052 | 8.0503 | 82000 | 1.4130 | 0.0124 | 0.0549 | 0.4494 | 0.0549 |
| 1.4473 | 8.0601 | 82100 | 1.4155 | 0.0124 | 0.0517 | 0.4490 | 0.0517 |
| 1.4467 | 8.0699 | 82200 | 1.4122 | 0.0124 | 0.0557 | 0.4506 | 0.0557 |
| 1.3321 | 8.0797 | 82300 | 1.4135 | 0.0124 | 0.0576 | 0.4510 | 0.0576 |
| 1.4526 | 8.0895 | 82400 | 1.4123 | 0.0124 | 0.0521 | 0.4505 | 0.0521 |
| 1.4931 | 8.0994 | 82500 | 1.4106 | 0.0124 | 0.0545 | 0.4517 | 0.0545 |
| 1.4375 | 8.1092 | 82600 | 1.4090 | 0.0124 | 0.0552 | 0.4522 | 0.0552 |
| 1.3755 | 8.1190 | 82700 | 1.4099 | 0.0124 | 0.0547 | 0.4519 | 0.0547 |
| 1.3987 | 8.1288 | 82800 | 1.4139 | 0.0124 | 0.0570 | 0.4505 | 0.0570 |
| 1.4166 | 8.1386 | 82900 | 1.4107 | 0.0124 | 0.0538 | 0.4516 | 0.0538 |
| 1.416 | 8.1484 | 83000 | 1.4121 | 0.0124 | 0.0534 | 0.4506 | 0.0534 |
| 1.4557 | 8.1583 | 83100 | 1.4116 | 0.0124 | 0.0558 | 0.4526 | 0.0558 |
| 1.4386 | 8.1681 | 83200 | 1.4124 | 0.0124 | 0.0550 | 0.4511 | 0.0550 |
| 1.4491 | 8.1779 | 83300 | 1.4116 | 0.0124 | 0.0508 | 0.4482 | 0.0508 |
| 1.3788 | 8.1877 | 83400 | 1.4097 | 0.0124 | 0.0587 | 0.4502 | 0.0587 |
| 1.3413 | 8.1975 | 83500 | 1.4103 | 0.0124 | 0.0542 | 0.4501 | 0.0542 |
| 1.4399 | 8.2073 | 83600 | 1.4109 | 0.0124 | 0.0532 | 0.4501 | 0.0532 |
| 1.3788 | 8.2172 | 83700 | 1.4107 | 0.0124 | 0.0542 | 0.4517 | 0.0542 |
| 1.4271 | 8.2270 | 83800 | 1.4083 | 0.0124 | 0.0541 | 0.4516 | 0.0541 |
| 1.2929 | 8.2368 | 83900 | 1.4109 | 0.0124 | 0.0527 | 0.4484 | 0.0527 |
| 1.4572 | 8.2466 | 84000 | 1.4103 | 0.0124 | 0.0529 | 0.4505 | 0.0529 |
| 1.3742 | 8.2564 | 84100 | 1.4092 | 0.0124 | 0.0554 | 0.4533 | 0.0554 |
| 1.3894 | 8.2662 | 84200 | 1.4089 | 0.0124 | 0.0561 | 0.4521 | 0.0561 |
| 1.429 | 8.2761 | 84300 | 1.4144 | 0.0124 | 0.0526 | 0.4510 | 0.0526 |
| 1.4345 | 8.2859 | 84400 | 1.4073 | 0.0124 | 0.0557 | 0.4528 | 0.0557 |
| 1.4153 | 8.2957 | 84500 | 1.4082 | 0.0124 | 0.0540 | 0.4524 | 0.0540 |
| 1.3837 | 8.3055 | 84600 | 1.4086 | 0.0124 | 0.0560 | 0.4509 | 0.0560 |
| 1.3954 | 8.3153 | 84700 | 1.4095 | 0.0124 | 0.0571 | 0.4522 | 0.0571 |
| 1.4168 | 8.3252 | 84800 | 1.4074 | 0.0124 | 0.0554 | 0.4525 | 0.0554 |
| 1.3954 | 8.3350 | 84900 | 1.4099 | 0.0124 | 0.0546 | 0.4520 | 0.0546 |
| 1.3945 | 8.3448 | 85000 | 1.4094 | 0.0124 | 0.0558 | 0.4515 | 0.0558 |
| 1.4126 | 8.3546 | 85100 | 1.4070 | 0.0124 | 0.0543 | 0.4512 | 0.0543 |
| 1.397 | 8.3644 | 85200 | 1.4075 | 0.0124 | 0.0547 | 0.4523 | 0.0547 |
| 1.4001 | 8.3742 | 85300 | 1.4084 | 0.0124 | 0.0550 | 0.4516 | 0.0550 |
| 1.3733 | 8.3841 | 85400 | 1.4080 | 0.0124 | 0.0568 | 0.4552 | 0.0568 |
| 1.3881 | 8.3939 | 85500 | 1.4096 | 0.0124 | 0.0557 | 0.4507 | 0.0557 |
| 1.4209 | 8.4037 | 85600 | 1.4074 | 0.0124 | 0.0532 | 0.4523 | 0.0532 |
| 1.4225 | 8.4135 | 85700 | 1.4073 | 0.0124 | 0.0549 | 0.4524 | 0.0549 |
| 1.4276 | 8.4233 | 85800 | 1.4054 | 0.0124 | 0.0552 | 0.4540 | 0.0552 |
| 1.388 | 8.4331 | 85900 | 1.4053 | 0.0124 | 0.0570 | 0.4547 | 0.0570 |
| 1.4334 | 8.4430 | 86000 | 1.4091 | 0.0124 | 0.0590 | 0.4531 | 0.0590 |
| 1.5005 | 8.4528 | 86100 | 1.4052 | 0.0124 | 0.0563 | 0.4542 | 0.0563 |
| 1.314 | 8.4626 | 86200 | 1.4083 | 0.0124 | 0.0552 | 0.4502 | 0.0552 |
| 1.4526 | 8.4724 | 86300 | 1.4086 | 0.0124 | 0.0563 | 0.4525 | 0.0563 |
| 1.3901 | 8.4822 | 86400 | 1.4060 | 0.0124 | 0.0564 | 0.4549 | 0.0564 |
| 1.3859 | 8.4920 | 86500 | 1.4044 | 0.0124 | 0.0543 | 0.4537 | 0.0543 |
| 1.3524 | 8.5019 | 86600 | 1.4062 | 0.0124 | 0.0562 | 0.4530 | 0.0562 |
| 1.464 | 8.5117 | 86700 | 1.4057 | 0.0124 | 0.0579 | 0.4540 | 0.0579 |
| 1.348 | 8.5215 | 86800 | 1.4063 | 0.0124 | 0.0532 | 0.4521 | 0.0532 |
| 1.3476 | 8.5313 | 86900 | 1.4052 | 0.0124 | 0.0552 | 0.4537 | 0.0552 |
| 1.4602 | 8.5411 | 87000 | 1.4070 | 0.0124 | 0.0559 | 0.4527 | 0.0559 |
| 1.3271 | 8.5510 | 87100 | 1.4084 | 0.0124 | 0.0546 | 0.4511 | 0.0546 |
| 1.3959 | 8.5608 | 87200 | 1.4098 | 0.0124 | 0.0554 | 0.4500 | 0.0554 |
| 1.4224 | 8.5706 | 87300 | 1.4044 | 0.0124 | 0.0577 | 0.4556 | 0.0577 |
| 1.4069 | 8.5804 | 87400 | 1.4078 | 0.0124 | 0.0559 | 0.4536 | 0.0559 |
| 1.3432 | 8.5902 | 87500 | 1.4045 | 0.0124 | 0.0565 | 0.4538 | 0.0565 |
| 1.4459 | 8.6000 | 87600 | 1.4053 | 0.0124 | 0.0570 | 0.4547 | 0.0570 |
| 1.4201 | 8.6099 | 87700 | 1.4029 | 0.0124 | 0.0551 | 0.4543 | 0.0551 |
| 1.3709 | 8.6197 | 87800 | 1.4035 | 0.0124 | 0.0565 | 0.4534 | 0.0565 |
| 1.4329 | 8.6295 | 87900 | 1.4034 | 0.0124 | 0.0557 | 0.4552 | 0.0557 |
| 1.3926 | 8.6393 | 88000 | 1.4035 | 0.0124 | 0.0573 | 0.4544 | 0.0573 |
| 1.409 | 8.6491 | 88100 | 1.4051 | 0.0124 | 0.0539 | 0.4542 | 0.0539 |
| 1.3698 | 8.6589 | 88200 | 1.4032 | 0.0124 | 0.0605 | 0.4557 | 0.0605 |
| 1.424 | 8.6688 | 88300 | 1.4064 | 0.0124 | 0.0570 | 0.4522 | 0.0570 |
| 1.4796 | 8.6786 | 88400 | 1.4027 | 0.0124 | 0.0549 | 0.4533 | 0.0549 |
| 1.4292 | 8.6884 | 88500 | 1.4044 | 0.0124 | 0.0597 | 0.4552 | 0.0597 |
| 1.4442 | 8.6982 | 88600 | 1.4041 | 0.0124 | 0.0541 | 0.4538 | 0.0541 |
| 1.3277 | 8.7080 | 88700 | 1.4015 | 0.0124 | 0.0576 | 0.4547 | 0.0576 |
| 1.4665 | 8.7178 | 88800 | 1.4045 | 0.0124 | 0.0553 | 0.4542 | 0.0553 |
| 1.3826 | 8.7277 | 88900 | 1.4035 | 0.0124 | 0.0563 | 0.4550 | 0.0563 |
| 1.3867 | 8.7375 | 89000 | 1.4031 | 0.0124 | 0.0581 | 0.4550 | 0.0581 |
| 1.4056 | 8.7473 | 89100 | 1.4022 | 0.0124 | 0.0551 | 0.4536 | 0.0551 |
| 1.3784 | 8.7571 | 89200 | 1.4050 | 0.0124 | 0.0601 | 0.4544 | 0.0601 |
| 1.3773 | 8.7669 | 89300 | 1.4045 | 0.0124 | 0.0567 | 0.4549 | 0.0567 |
| 1.4145 | 8.7768 | 89400 | 1.4002 | 0.0124 | 0.0586 | 0.4559 | 0.0586 |
| 1.4231 | 8.7866 | 89500 | 1.4056 | 0.0124 | 0.0580 | 0.4523 | 0.0580 |
| 1.3421 | 8.7964 | 89600 | 1.4040 | 0.0124 | 0.0569 | 0.4543 | 0.0569 |
| 1.3321 | 8.8062 | 89700 | 1.4059 | 0.0124 | 0.0543 | 0.4542 | 0.0543 |
| 1.3896 | 8.8160 | 89800 | 1.4016 | 0.0124 | 0.0558 | 0.4547 | 0.0558 |
| 1.4197 | 8.8258 | 89900 | 1.4030 | 0.0124 | 0.0555 | 0.4550 | 0.0555 |
| 1.3741 | 8.8357 | 90000 | 1.4008 | 0.0124 | 0.0558 | 0.4544 | 0.0558 |
| 1.4387 | 8.8455 | 90100 | 1.4004 | 0.0124 | 0.0563 | 0.4558 | 0.0563 |
| 1.4044 | 8.8553 | 90200 | 1.4013 | 0.0124 | 0.0585 | 0.4549 | 0.0585 |
| 1.4149 | 8.8651 | 90300 | 1.4045 | 0.0124 | 0.0541 | 0.4546 | 0.0541 |
| 1.3806 | 8.8749 | 90400 | 1.4055 | 0.0124 | 0.0527 | 0.4530 | 0.0527 |
| 1.3972 | 8.8847 | 90500 | 1.4022 | 0.0124 | 0.0554 | 0.4540 | 0.0554 |
| 1.4144 | 8.8946 | 90600 | 1.4001 | 0.0124 | 0.0561 | 0.4553 | 0.0561 |
| 1.4204 | 8.9044 | 90700 | 1.4009 | 0.0124 | 0.0567 | 0.4556 | 0.0567 |
| 1.3547 | 8.9142 | 90800 | 1.4017 | 0.0124 | 0.0560 | 0.4550 | 0.0560 |
| 1.4663 | 8.9240 | 90900 | 1.4018 | 0.0124 | 0.0574 | 0.4552 | 0.0574 |
| 1.4119 | 8.9338 | 91000 | 1.4013 | 0.0124 | 0.0569 | 0.4547 | 0.0569 |
| 1.4091 | 8.9436 | 91100 | 1.4024 | 0.0124 | 0.0576 | 0.4557 | 0.0576 |
| 1.4301 | 8.9535 | 91200 | 1.4009 | 0.0124 | 0.0598 | 0.4567 | 0.0598 |
| 1.4034 | 8.9633 | 91300 | 1.4042 | 0.0124 | 0.0589 | 0.4553 | 0.0589 |
| 1.4069 | 8.9731 | 91400 | 1.3996 | 0.0124 | 0.0567 | 0.4574 | 0.0567 |
| 1.3363 | 8.9829 | 91500 | 1.4007 | 0.0124 | 0.0564 | 0.4556 | 0.0564 |
| 1.3236 | 8.9927 | 91600 | 1.4007 | 0.0124 | 0.0548 | 0.4560 | 0.0548 |
| 1.361 | 9.0026 | 91700 | 1.4029 | 0.0124 | 0.0565 | 0.4552 | 0.0565 |
| 1.427 | 9.0124 | 91800 | 1.4016 | 0.0124 | 0.0552 | 0.4544 | 0.0552 |
| 1.4469 | 9.0222 | 91900 | 1.3996 | 0.0124 | 0.0567 | 0.4563 | 0.0567 |
| 1.4837 | 9.0320 | 92000 | 1.4003 | 0.0124 | 0.0575 | 0.4557 | 0.0575 |
| 1.3729 | 9.0418 | 92100 | 1.4013 | 0.0124 | 0.0567 | 0.4540 | 0.0567 |
| 1.4492 | 9.0516 | 92200 | 1.3982 | 0.0124 | 0.0581 | 0.4569 | 0.0581 |
| 1.3539 | 9.0615 | 92300 | 1.3997 | 0.0124 | 0.0551 | 0.4544 | 0.0551 |
| 1.371 | 9.0713 | 92400 | 1.4006 | 0.0124 | 0.0548 | 0.4553 | 0.0548 |
| 1.4205 | 9.0811 | 92500 | 1.3973 | 0.0124 | 0.0574 | 0.4573 | 0.0574 |
| 1.4606 | 9.0909 | 92600 | 1.3990 | 0.0124 | 0.0549 | 0.4552 | 0.0549 |
| 1.3739 | 9.1007 | 92700 | 1.3987 | 0.0124 | 0.0579 | 0.4561 | 0.0579 |
| 1.4377 | 9.1105 | 92800 | 1.3980 | 0.0124 | 0.0564 | 0.4550 | 0.0564 |
| 1.3274 | 9.1204 | 92900 | 1.4023 | 0.0124 | 0.0560 | 0.4541 | 0.0560 |
| 1.4428 | 9.1302 | 93000 | 1.4002 | 0.0124 | 0.0578 | 0.4562 | 0.0578 |
| 1.4309 | 9.1400 | 93100 | 1.4033 | 0.0124 | 0.0575 | 0.4561 | 0.0575 |
| 1.4245 | 9.1498 | 93200 | 1.3971 | 0.0124 | 0.0577 | 0.4561 | 0.0577 |
| 1.4078 | 9.1596 | 93300 | 1.3993 | 0.0124 | 0.0570 | 0.4564 | 0.0570 |
| 1.4224 | 9.1694 | 93400 | 1.3991 | 0.0124 | 0.0578 | 0.4569 | 0.0578 |
| 1.3733 | 9.1793 | 93500 | 1.4004 | 0.0124 | 0.0595 | 0.4570 | 0.0595 |
| 1.4111 | 9.1891 | 93600 | 1.3967 | 0.0124 | 0.0585 | 0.4568 | 0.0585 |
| 1.3768 | 9.1989 | 93700 | 1.3960 | 0.0124 | 0.0597 | 0.4574 | 0.0597 |
| 1.39 | 9.2087 | 93800 | 1.3973 | 0.0124 | 0.0560 | 0.4565 | 0.0560 |
| 1.373 | 9.2185 | 93900 | 1.3951 | 0.0124 | 0.0591 | 0.4565 | 0.0591 |
| 1.3659 | 9.2284 | 94000 | 1.3974 | 0.0124 | 0.0603 | 0.4575 | 0.0603 |
| 1.4266 | 9.2382 | 94100 | 1.3968 | 0.0124 | 0.0567 | 0.4570 | 0.0567 |
| 1.3922 | 9.2480 | 94200 | 1.3956 | 0.0124 | 0.0583 | 0.4595 | 0.0583 |
| 1.3396 | 9.2578 | 94300 | 1.3961 | 0.0124 | 0.0587 | 0.4583 | 0.0587 |
| 1.3943 | 9.2676 | 94400 | 1.3970 | 0.0124 | 0.0587 | 0.4581 | 0.0587 |
| 1.4166 | 9.2774 | 94500 | 1.3978 | 0.0124 | 0.0585 | 0.4573 | 0.0585 |
| 1.3398 | 9.2873 | 94600 | 1.3944 | 0.0124 | 0.0575 | 0.4560 | 0.0575 |
| 1.4705 | 9.2971 | 94700 | 1.3968 | 0.0124 | 0.0601 | 0.4587 | 0.0601 |
| 1.4123 | 9.3069 | 94800 | 1.3949 | 0.0124 | 0.0567 | 0.4589 | 0.0567 |
| 1.3175 | 9.3167 | 94900 | 1.3964 | 0.0124 | 0.0581 | 0.4559 | 0.0581 |
| 1.409 | 9.3265 | 95000 | 1.3977 | 0.0124 | 0.0554 | 0.4576 | 0.0554 |
| 1.4167 | 9.3363 | 95100 | 1.3950 | 0.0124 | 0.0583 | 0.4569 | 0.0583 |
| 1.4148 | 9.3462 | 95200 | 1.3992 | 0.0124 | 0.0596 | 0.4569 | 0.0596 |
| 1.3827 | 9.3560 | 95300 | 1.3957 | 0.0124 | 0.0583 | 0.4575 | 0.0583 |
| 1.4591 | 9.3658 | 95400 | 1.3964 | 0.0124 | 0.0570 | 0.4575 | 0.0570 |
| 1.3793 | 9.3756 | 95500 | 1.3973 | 0.0124 | 0.0594 | 0.4569 | 0.0594 |
| 1.3488 | 9.3854 | 95600 | 1.3925 | 0.0124 | 0.0583 | 0.4583 | 0.0583 |
| 1.4019 | 9.3952 | 95700 | 1.3949 | 0.0124 | 0.0581 | 0.4581 | 0.0581 |
| 1.3165 | 9.4051 | 95800 | 1.3956 | 0.0124 | 0.0593 | 0.4584 | 0.0593 |
| 1.4683 | 9.4149 | 95900 | 1.3940 | 0.0124 | 0.0577 | 0.4588 | 0.0577 |
| 1.4199 | 9.4247 | 96000 | 1.3976 | 0.0124 | 0.0570 | 0.4577 | 0.0570 |
| 1.413 | 9.4345 | 96100 | 1.3964 | 0.0124 | 0.0563 | 0.4564 | 0.0563 |
| 1.4446 | 9.4443 | 96200 | 1.3954 | 0.0124 | 0.0582 | 0.4569 | 0.0582 |
| 1.3143 | 9.4542 | 96300 | 1.3962 | 0.0124 | 0.0597 | 0.4586 | 0.0597 |
| 1.3402 | 9.4640 | 96400 | 1.3924 | 0.0124 | 0.0587 | 0.4599 | 0.0587 |
| 1.3502 | 9.4738 | 96500 | 1.3967 | 0.0124 | 0.0573 | 0.4570 | 0.0573 |
| 1.3965 | 9.4836 | 96600 | 1.3939 | 0.0124 | 0.0588 | 0.4576 | 0.0588 |
| 1.3183 | 9.4934 | 96700 | 1.3926 | 0.0124 | 0.0585 | 0.4597 | 0.0585 |
| 1.3933 | 9.5032 | 96800 | 1.3925 | 0.0124 | 0.0586 | 0.4589 | 0.0586 |
| 1.4443 | 9.5131 | 96900 | 1.3960 | 0.0124 | 0.0581 | 0.4562 | 0.0581 |
| 1.4463 | 9.5229 | 97000 | 1.3976 | 0.0124 | 0.0556 | 0.4540 | 0.0556 |
| 1.435 | 9.5327 | 97100 | 1.3920 | 0.0124 | 0.0576 | 0.4590 | 0.0576 |
| 1.3723 | 9.5425 | 97200 | 1.3929 | 0.0124 | 0.0594 | 0.4591 | 0.0594 |
| 1.3595 | 9.5523 | 97300 | 1.3962 | 0.0124 | 0.0583 | 0.4577 | 0.0583 |
| 1.3248 | 9.5621 | 97400 | 1.3904 | 0.0124 | 0.0603 | 0.4605 | 0.0603 |
| 1.3791 | 9.5720 | 97500 | 1.3935 | 0.0124 | 0.0583 | 0.4579 | 0.0583 |
| 1.4208 | 9.5818 | 97600 | 1.3931 | 0.0124 | 0.0574 | 0.4581 | 0.0574 |
| 1.3715 | 9.5916 | 97700 | 1.3938 | 0.0124 | 0.0572 | 0.4592 | 0.0572 |
| 1.371 | 9.6014 | 97800 | 1.3915 | 0.0124 | 0.0607 | 0.4587 | 0.0607 |
| 1.3197 | 9.6112 | 97900 | 1.3921 | 0.0124 | 0.0592 | 0.4588 | 0.0592 |
| 1.363 | 9.6210 | 98000 | 1.3927 | 0.0124 | 0.0580 | 0.4573 | 0.0580 |
| 1.3766 | 9.6309 | 98100 | 1.3949 | 0.0124 | 0.0567 | 0.4586 | 0.0567 |
| 1.3748 | 9.6407 | 98200 | 1.3895 | 0.0124 | 0.0620 | 0.4612 | 0.0620 |
| 1.3741 | 9.6505 | 98300 | 1.3909 | 0.0124 | 0.0587 | 0.4592 | 0.0587 |
| 1.3427 | 9.6603 | 98400 | 1.3913 | 0.0124 | 0.0592 | 0.4597 | 0.0592 |
| 1.4469 | 9.6701 | 98500 | 1.3953 | 0.0124 | 0.0592 | 0.4573 | 0.0592 |
| 1.4296 | 9.6800 | 98600 | 1.3931 | 0.0124 | 0.0590 | 0.4582 | 0.0590 |
| 1.386 | 9.6898 | 98700 | 1.3934 | 0.0124 | 0.0588 | 0.4596 | 0.0588 |
| 1.3962 | 9.6996 | 98800 | 1.3931 | 0.0124 | 0.0599 | 0.4600 | 0.0599 |
| 1.3155 | 9.7094 | 98900 | 1.4004 | 0.0124 | 0.0583 | 0.4568 | 0.0583 |
| 1.3733 | 9.7192 | 99000 | 1.3911 | 0.0124 | 0.0610 | 0.4599 | 0.0610 |
| 1.4279 | 9.7290 | 99100 | 1.3932 | 0.0124 | 0.0609 | 0.4590 | 0.0609 |
| 1.4087 | 9.7389 | 99200 | 1.3906 | 0.0124 | 0.0574 | 0.4598 | 0.0574 |
| 1.4043 | 9.7487 | 99300 | 1.3901 | 0.0124 | 0.0601 | 0.4594 | 0.0601 |
| 1.3657 | 9.7585 | 99400 | 1.3915 | 0.0124 | 0.0585 | 0.4574 | 0.0585 |
| 1.3639 | 9.7683 | 99500 | 1.3942 | 0.0124 | 0.0577 | 0.4568 | 0.0577 |
| 1.4357 | 9.7781 | 99600 | 1.3898 | 0.0124 | 0.0589 | 0.4583 | 0.0589 |
| 1.351 | 9.7879 | 99700 | 1.3908 | 0.0124 | 0.0584 | 0.4589 | 0.0584 |
| 1.4267 | 9.7978 | 99800 | 1.3925 | 0.0124 | 0.0578 | 0.4585 | 0.0578 |
| 1.3782 | 9.8076 | 99900 | 1.3879 | 0.0124 | 0.0632 | 0.4612 | 0.0632 |
| 1.3749 | 9.8174 | 100000 | 1.3946 | 0.0124 | 0.0564 | 0.4584 | 0.0564 |
| 1.3807 | 9.8272 | 100100 | 1.3880 | 0.0124 | 0.0597 | 0.4589 | 0.0597 |
| 1.4145 | 9.8370 | 100200 | 1.3899 | 0.0124 | 0.0573 | 0.4596 | 0.0573 |
| 1.3995 | 9.8468 | 100300 | 1.3923 | 0.0124 | 0.0594 | 0.4585 | 0.0594 |
| 1.365 | 9.8567 | 100400 | 1.3910 | 0.0124 | 0.0614 | 0.4606 | 0.0614 |
| 1.3704 | 9.8665 | 100500 | 1.3896 | 0.0124 | 0.0605 | 0.4614 | 0.0605 |
| 1.4244 | 9.8763 | 100600 | 1.3901 | 0.0124 | 0.0607 | 0.4606 | 0.0607 |
| 1.3445 | 9.8861 | 100700 | 1.3869 | 0.0124 | 0.0601 | 0.4615 | 0.0601 |
| 1.3871 | 9.8959 | 100800 | 1.3900 | 0.0124 | 0.0619 | 0.4612 | 0.0619 |
| 1.3887 | 9.9058 | 100900 | 1.3895 | 0.0124 | 0.0598 | 0.4616 | 0.0598 |
| 1.3964 | 9.9156 | 101000 | 1.3880 | 0.0124 | 0.0593 | 0.4592 | 0.0593 |
| 1.3175 | 9.9254 | 101100 | 1.3885 | 0.0124 | 0.0578 | 0.4602 | 0.0578 |
| 1.403 | 9.9352 | 101200 | 1.3896 | 0.0124 | 0.0597 | 0.4606 | 0.0597 |
| 1.3646 | 9.9450 | 101300 | 1.3904 | 0.0124 | 0.0610 | 0.4596 | 0.0610 |
| 1.401 | 9.9548 | 101400 | 1.3873 | 0.0124 | 0.0617 | 0.4614 | 0.0617 |
| 1.3182 | 9.9647 | 101500 | 1.3894 | 0.0124 | 0.0605 | 0.4606 | 0.0605 |
| 1.4229 | 9.9745 | 101600 | 1.3893 | 0.0124 | 0.0594 | 0.4603 | 0.0594 |
| 1.429 | 9.9843 | 101700 | 1.3896 | 0.0124 | 0.0617 | 0.4612 | 0.0617 |
| 1.3917 | 9.9941 | 101800 | 1.3916 | 0.0124 | 0.0631 | 0.4591 | 0.0631 |
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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meta-llama/Llama-3.2-1B