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zephyr-tiny-dpo-qlora
dball/zephyr-tiny-dpo-qlora
zephyr-tiny-dpo-qlora is a machine learning model from dball. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Feb 13, 2024
- Updated
- Feb 15, 2024
- SHA
- 6c6f2246
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
zephyr-tiny-dpo-qlora
This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the HuggingFaceH4/ultrafeedback_binarized dataset. It achieves the following results on the evaluation set:
- Loss: 0.5999
- Rewards/chosen: -1.4826
- Rewards/rejected: -1.9237
- Rewards/accuracies: 0.6735
- Rewards/margins: 0.4412
- Logps/rejected: -493.4848
- Logps/chosen: -481.0047
- Logits/rejected: -2.2428
- Logits/chosen: -2.2348
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-06
- train_batch_size: 1
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.693 | 0.0 | 10 | 0.6931 | 0.0000 | -0.0000 | 0.4965 | 0.0001 | -301.1112 | -332.7445 | -2.7351 | -2.7424 |
| 0.6932 | 0.0 | 20 | 0.6931 | 0.0001 | -0.0001 | 0.4980 | 0.0002 | -301.1186 | -332.7424 | -2.7355 | -2.7427 |
| 0.6931 | 0.0 | 30 | 0.6931 | 0.0000 | 0.0000 | 0.4930 | 0.0000 | -301.1074 | -332.7456 | -2.7351 | -2.7423 |
| 0.6931 | 0.01 | 40 | 0.6931 | 0.0001 | -0.0001 | 0.5095 | 0.0001 | -301.1160 | -332.7425 | -2.7352 | -2.7424 |
| 0.6935 | 0.01 | 50 | 0.6931 | 0.0002 | 0.0001 | 0.4980 | 0.0001 | -301.1013 | -332.7299 | -2.7349 | -2.7422 |
| 0.6932 | 0.01 | 60 | 0.6930 | 0.0001 | -0.0002 | 0.5100 | 0.0003 | -301.1270 | -332.7393 | -2.7349 | -2.7421 |
| 0.6933 | 0.01 | 70 | 0.6931 | 0.0001 | -0.0001 | 0.5210 | 0.0002 | -301.1194 | -332.7415 | -2.7352 | -2.7424 |
| 0.693 | 0.01 | 80 | 0.6930 | 0.0002 | 0.0000 | 0.5010 | 0.0002 | -301.1097 | -332.7282 | -2.7352 | -2.7424 |
| 0.6933 | 0.01 | 90 | 0.6931 | 0.0001 | 0.0000 | 0.4975 | 0.0000 | -301.1066 | -332.7416 | -2.7350 | -2.7424 |
| 0.6935 | 0.01 | 100 | 0.6932 | 0.0000 | 0.0001 | 0.4940 | -0.0001 | -301.0979 | -332.7456 | -2.7352 | -2.7424 |
| 0.6925 | 0.01 | 110 | 0.6931 | -0.0000 | -0.0001 | 0.4895 | 0.0001 | -301.1203 | -332.7512 | -2.7352 | -2.7425 |
| 0.6927 | 0.02 | 120 | 0.6931 | -0.0000 | -0.0001 | 0.4920 | 0.0001 | -301.1205 | -332.7540 | -2.7350 | -2.7423 |
| 0.6931 | 0.02 | 130 | 0.6931 | -0.0000 | -0.0002 | 0.5085 | 0.0002 | -301.1299 | -332.7500 | -2.7352 | -2.7424 |
| 0.6932 | 0.02 | 140 | 0.6931 | -0.0000 | -0.0001 | 0.4985 | 0.0001 | -301.1245 | -332.7522 | -2.7351 | -2.7424 |
| 0.6925 | 0.02 | 150 | 0.6931 | 0.0001 | -0.0000 | 0.5015 | 0.0001 | -301.1144 | -332.7434 | -2.7348 | -2.7420 |
| 0.6931 | 0.02 | 160 | 0.6931 | -0.0001 | -0.0001 | 0.4935 | 0.0000 | -301.1194 | -332.7556 | -2.7346 | -2.7418 |
| 0.693 | 0.02 | 170 | 0.6931 | -0.0001 | -0.0001 | 0.4925 | 0.0000 | -301.1203 | -332.7569 | -2.7350 | -2.7422 |
| 0.6938 | 0.02 | 180 | 0.6931 | -0.0002 | -0.0002 | 0.5 | 0.0000 | -301.1345 | -332.7730 | -2.7347 | -2.7420 |
| 0.6929 | 0.02 | 190 | 0.6930 | -0.0000 | -0.0003 | 0.5260 | 0.0003 | -301.1443 | -332.7518 | -2.7349 | -2.7422 |
| 0.6924 | 0.03 | 200 | 0.6931 | -0.0003 | -0.0005 | 0.5040 | 0.0002 | -301.1588 | -332.7804 | -2.7350 | -2.7422 |
| 0.6932 | 0.03 | 210 | 0.6931 | -0.0002 | -0.0004 | 0.5050 | 0.0002 | -301.1479 | -332.7717 | -2.7350 | -2.7422 |
| 0.6934 | 0.03 | 220 | 0.6930 | -0.0003 | -0.0005 | 0.4965 | 0.0002 | -301.1607 | -332.7756 | -2.7345 | -2.7418 |
| 0.693 | 0.03 | 230 | 0.6929 | -0.0004 | -0.0009 | 0.5290 | 0.0005 | -301.2017 | -332.7917 | -2.7351 | -2.7422 |
| 0.6928 | 0.03 | 240 | 0.6930 | -0.0006 | -0.0008 | 0.5175 | 0.0003 | -301.1921 | -332.8048 | -2.7354 | -2.7426 |
| 0.6935 | 0.03 | 250 | 0.6929 | -0.0005 | -0.0010 | 0.5370 | 0.0005 | -301.2145 | -332.8021 | -2.7352 | -2.7423 |
| 0.6934 | 0.03 | 260 | 0.6929 | -0.0007 | -0.0013 | 0.5275 | 0.0006 | -301.2392 | -332.8221 | -2.7351 | -2.7423 |
| 0.6937 | 0.04 | 270 | 0.6929 | -0.0008 | -0.0013 | 0.5150 | 0.0006 | -301.2431 | -332.8276 | -2.7349 | -2.7422 |
| 0.6925 | 0.04 | 280 | 0.6929 | -0.0009 | -0.0015 | 0.5270 | 0.0006 | -301.2622 | -332.8435 | -2.7354 | -2.7424 |
| 0.6927 | 0.04 | 290 | 0.6929 | -0.0012 | -0.0018 | 0.5320 | 0.0006 | -301.2879 | -332.8693 | -2.7349 | -2.7419 |
| 0.693 | 0.04 | 300 | 0.6928 | -0.0015 | -0.0022 | 0.5395 | 0.0008 | -301.3325 | -332.8954 | -2.7350 | -2.7421 |
| 0.6922 | 0.04 | 310 | 0.6927 | -0.0017 | -0.0026 | 0.5510 | 0.0009 | -301.3729 | -332.9208 | -2.7347 | -2.7417 |
| 0.693 | 0.04 | 320 | 0.6926 | -0.0020 | -0.0030 | 0.5585 | 0.0010 | -301.4145 | -332.9500 | -2.7348 | -2.7418 |
| 0.6927 | 0.04 | 330 | 0.6926 | -0.0023 | -0.0034 | 0.5520 | 0.0011 | -301.4496 | -332.9778 | -2.7345 | -2.7415 |
| 0.6924 | 0.04 | 340 | 0.6925 | -0.0028 | -0.0042 | 0.5600 | 0.0014 | -301.5256 | -333.0244 | -2.7347 | -2.7416 |
| 0.6921 | 0.05 | 350 | 0.6922 | -0.0033 | -0.0051 | 0.5725 | 0.0018 | -301.6199 | -333.0765 | -2.7345 | -2.7414 |
| 0.6918 | 0.05 | 360 | 0.6922 | -0.0039 | -0.0059 | 0.5835 | 0.0019 | -301.6956 | -333.1432 | -2.7348 | -2.7417 |
| 0.6918 | 0.05 | 370 | 0.6920 | -0.0048 | -0.0071 | 0.5925 | 0.0023 | -301.8189 | -333.2271 | -2.7351 | -2.7419 |
| 0.6905 | 0.05 | 380 | 0.6919 | -0.0059 | -0.0085 | 0.5855 | 0.0026 | -301.9619 | -333.3396 | -2.7354 | -2.7421 |
| 0.691 | 0.05 | 390 | 0.6916 | -0.0074 | -0.0107 | 0.5925 | 0.0032 | -302.1753 | -333.4940 | -2.7360 | -2.7425 |
| 0.6929 | 0.05 | 400 | 0.6912 | -0.0090 | -0.0129 | 0.6005 | 0.0039 | -302.4012 | -333.6461 | -2.7361 | -2.7426 |
| 0.6911 | 0.05 | 410 | 0.6910 | -0.0101 | -0.0144 | 0.6000 | 0.0043 | -302.5548 | -333.7640 | -2.7362 | -2.7425 |
| 0.6914 | 0.05 | 420 | 0.6907 | -0.0115 | -0.0164 | 0.6045 | 0.0049 | -302.7467 | -333.8960 | -2.7361 | -2.7424 |
| 0.6921 | 0.06 | 430 | 0.6907 | -0.0127 | -0.0178 | 0.5905 | 0.0051 | -302.8855 | -334.0163 | -2.7368 | -2.7430 |
| 0.6918 | 0.06 | 440 | 0.6903 | -0.0134 | -0.0191 | 0.6005 | 0.0057 | -303.0195 | -334.0882 | -2.7364 | -2.7426 |
| 0.6928 | 0.06 | 450 | 0.6904 | -0.0140 | -0.0197 | 0.6060 | 0.0056 | -303.0764 | -334.1518 | -2.7364 | -2.7424 |
| 0.6894 | 0.06 | 460 | 0.6901 | -0.0158 | -0.0220 | 0.6035 | 0.0062 | -303.3061 | -334.3250 | -2.7361 | -2.7421 |
| 0.6894 | 0.06 | 470 | 0.6896 | -0.0182 | -0.0254 | 0.6020 | 0.0072 | -303.6496 | -334.5720 | -2.7358 | -2.7416 |
| 0.6896 | 0.06 | 480 | 0.6892 | -0.0212 | -0.0294 | 0.6105 | 0.0082 | -304.0499 | -334.8725 | -2.7352 | -2.7409 |
| 0.6878 | 0.06 | 490 | 0.6885 | -0.0252 | -0.0347 | 0.6080 | 0.0095 | -304.5756 | -335.2660 | -2.7347 | -2.7402 |
| 0.6893 | 0.07 | 500 | 0.6880 | -0.0300 | -0.0407 | 0.6145 | 0.0107 | -305.1786 | -335.7523 | -2.7344 | -2.7397 |
| 0.6898 | 0.07 | 510 | 0.6875 | -0.0332 | -0.0449 | 0.6170 | 0.0117 | -305.6008 | -336.0675 | -2.7342 | -2.7394 |
| 0.6869 | 0.07 | 520 | 0.6869 | -0.0368 | -0.0498 | 0.6135 | 0.0130 | -306.0887 | -336.4317 | -2.7340 | -2.7389 |
| 0.686 | 0.07 | 530 | 0.6863 | -0.0420 | -0.0563 | 0.6150 | 0.0143 | -306.7418 | -336.9489 | -2.7337 | -2.7384 |
| 0.6835 | 0.07 | 540 | 0.6854 | -0.0494 | -0.0657 | 0.6115 | 0.0163 | -307.6848 | -337.6916 | -2.7339 | -2.7382 |
| 0.6832 | 0.07 | 550 | 0.6844 | -0.0592 | -0.0778 | 0.6115 | 0.0186 | -308.8883 | -338.6699 | -2.7335 | -2.7374 |
| 0.6788 | 0.07 | 560 | 0.6833 | -0.0714 | -0.0924 | 0.6150 | 0.0211 | -310.3549 | -339.8881 | -2.7331 | -2.7365 |
| 0.6815 | 0.07 | 570 | 0.6821 | -0.0845 | -0.1083 | 0.6075 | 0.0238 | -311.9396 | -341.1985 | -2.7324 | -2.7352 |
| 0.678 | 0.08 | 580 | 0.6810 | -0.0998 | -0.1264 | 0.6070 | 0.0266 | -313.7509 | -342.7325 | -2.7315 | -2.7338 |
| 0.6724 | 0.08 | 590 | 0.6796 | -0.1214 | -0.1516 | 0.5960 | 0.0301 | -316.2653 | -344.8932 | -2.7310 | -2.7325 |
| 0.686 | 0.08 | 600 | 0.6781 | -0.1427 | -0.1765 | 0.6000 | 0.0338 | -318.7592 | -347.0211 | -2.7295 | -2.7301 |
| 0.6694 | 0.08 | 610 | 0.6772 | -0.1567 | -0.1929 | 0.6025 | 0.0362 | -320.3974 | -348.4165 | -2.7311 | -2.7311 |
| 0.6606 | 0.08 | 620 | 0.6753 | -0.2050 | -0.2468 | 0.6080 | 0.0418 | -325.7889 | -353.2503 | -2.7336 | -2.7319 |
| 0.668 | 0.08 | 630 | 0.6737 | -0.2591 | -0.3064 | 0.6020 | 0.0473 | -331.7452 | -358.6589 | -2.7307 | -2.7269 |
| 0.6781 | 0.08 | 640 | 0.6721 | -0.3056 | -0.3586 | 0.6075 | 0.0531 | -336.9739 | -363.3046 | -2.7222 | -2.7167 |
| 0.6732 | 0.09 | 650 | 0.6708 | -0.2917 | -0.3474 | 0.6095 | 0.0556 | -335.8477 | -361.9241 | -2.7171 | -2.7116 |
| 0.6768 | 0.09 | 660 | 0.6700 | -0.2857 | -0.3432 | 0.6130 | 0.0575 | -335.4340 | -361.3224 | -2.7157 | -2.7105 |
| 0.667 | 0.09 | 670 | 0.6692 | -0.2830 | -0.3423 | 0.6185 | 0.0593 | -335.3443 | -361.0500 | -2.7128 | -2.7082 |
| 0.6693 | 0.09 | 680 | 0.6685 | -0.2968 | -0.3588 | 0.6145 | 0.0620 | -336.9861 | -362.4294 | -2.7100 | -2.7054 |
| 0.6707 | 0.09 | 690 | 0.6676 | -0.3056 | -0.3703 | 0.6150 | 0.0647 | -338.1431 | -363.3129 | -2.7089 | -2.7039 |
| 0.6718 | 0.09 | 700 | 0.6671 | -0.2991 | -0.3646 | 0.6145 | 0.0654 | -337.5663 | -362.6632 | -2.7051 | -2.7002 |
| 0.6511 | 0.09 | 710 | 0.6659 | -0.3404 | -0.4112 | 0.6135 | 0.0708 | -342.2339 | -366.7898 | -2.6996 | -2.6940 |
| 0.6685 | 0.09 | 720 | 0.6651 | -0.3662 | -0.4408 | 0.6110 | 0.0746 | -345.1917 | -369.3723 | -2.6963 | -2.6901 |
| 0.6702 | 0.1 | 730 | 0.6645 | -0.3862 | -0.4637 | 0.6135 | 0.0775 | -347.4822 | -371.3727 | -2.6940 | -2.6870 |
| 0.6723 | 0.1 | 740 | 0.6644 | -0.3721 | -0.4493 | 0.6145 | 0.0772 | -346.0402 | -369.9626 | -2.6951 | -2.6883 |
| 0.6484 | 0.1 | 750 | 0.6638 | -0.3937 | -0.4738 | 0.6110 | 0.0802 | -348.4942 | -372.1144 | -2.6951 | -2.6878 |
| 0.6701 | 0.1 | 760 | 0.6634 | -0.3749 | -0.4545 | 0.6160 | 0.0797 | -346.5627 | -370.2365 | -2.6956 | -2.6885 |
| 0.6578 | 0.1 | 770 | 0.6631 | -0.3941 | -0.4756 | 0.6140 | 0.0815 | -348.6732 | -372.1638 | -2.6923 | -2.6855 |
| 0.6555 | 0.1 | 780 | 0.6628 | -0.4020 | -0.4850 | 0.6170 | 0.0830 | -349.6146 | -372.9538 | -2.6920 | -2.6853 |
| 0.6354 | 0.1 | 790 | 0.6619 | -0.4552 | -0.5451 | 0.6095 | 0.0899 | -355.6183 | -378.2653 | -2.6796 | -2.6718 |
| 0.643 | 0.1 | 800 | 0.6610 | -0.5059 | -0.6043 | 0.6095 | 0.0985 | -361.5449 | -383.3349 | -2.6665 | -2.6568 |
| 0.6762 | 0.11 | 810 | 0.6602 | -0.4854 | -0.5858 | 0.6110 | 0.1004 | -359.6948 | -381.2932 | -2.6608 | -2.6501 |
| 0.6559 | 0.11 | 820 | 0.6599 | -0.4742 | -0.5764 | 0.6105 | 0.1022 | -358.7486 | -380.1671 | -2.6537 | -2.6431 |
| 0.638 | 0.11 | 830 | 0.6609 | -0.5706 | -0.6834 | 0.6040 | 0.1128 | -369.4500 | -389.8056 | -2.6360 | -2.6246 |
| 0.6485 | 0.11 | 840 | 0.6623 | -0.6102 | -0.7278 | 0.6045 | 0.1176 | -373.8880 | -393.7682 | -2.6275 | -2.6167 |
| 0.6393 | 0.11 | 850 | 0.6640 | -0.6622 | -0.7881 | 0.6055 | 0.1260 | -379.9243 | -398.9680 | -2.6169 | -2.6060 |
| 0.6465 | 0.11 | 860 | 0.6670 | -0.7285 | -0.8637 | 0.6070 | 0.1352 | -387.4784 | -405.5987 | -2.6065 | -2.5957 |
| 0.6604 | 0.11 | 870 | 0.6644 | -0.6914 | -0.8228 | 0.6060 | 0.1314 | -383.3900 | -401.8903 | -2.6138 | -2.6024 |
| 0.6875 | 0.12 | 880 | 0.6669 | -0.7485 | -0.8871 | 0.6015 | 0.1386 | -389.8181 | -407.5961 | -2.6100 | -2.5992 |
| 0.6721 | 0.12 | 890 | 0.6637 | -0.6864 | -0.8203 | 0.6060 | 0.1339 | -383.1368 | -401.3889 | -2.6204 | -2.6104 |
| 0.7118 | 0.12 | 900 | 0.6599 | -0.5840 | -0.7083 | 0.6020 | 0.1243 | -371.9418 | -391.1490 | -2.6316 | -2.6222 |
| 0.612 | 0.12 | 910 | 0.6612 | -0.6170 | -0.7458 | 0.6100 | 0.1288 | -375.6937 | -394.4494 | -2.6216 | -2.6122 |
| 0.6676 | 0.12 | 920 | 0.6611 | -0.6209 | -0.7518 | 0.6090 | 0.1309 | -376.2944 | -394.8423 | -2.6197 | -2.6095 |
| 0.6577 | 0.12 | 930 | 0.6620 | -0.6461 | -0.7813 | 0.6090 | 0.1352 | -379.2373 | -397.3580 | -2.6148 | -2.6049 |
| 0.637 | 0.12 | 940 | 0.6590 | -0.5819 | -0.7113 | 0.6095 | 0.1294 | -372.2401 | -390.9405 | -2.6263 | -2.6165 |
| 0.6663 | 0.12 | 950 | 0.6571 | -0.5252 | -0.6501 | 0.6115 | 0.1250 | -366.1216 | -385.2651 | -2.6330 | -2.6230 |
| 0.6437 | 0.13 | 960 | 0.6564 | -0.5218 | -0.6483 | 0.6140 | 0.1265 | -365.9413 | -384.9284 | -2.6313 | -2.6211 |
| 0.6053 | 0.13 | 970 | 0.6567 | -0.5715 | -0.7062 | 0.6180 | 0.1347 | -371.7264 | -389.8969 | -2.6223 | -2.6111 |
| 0.63 | 0.13 | 980 | 0.6615 | -0.7128 | -0.8643 | 0.6125 | 0.1516 | -387.5418 | -404.0250 | -2.5987 | -2.5871 |
| 0.6434 | 0.13 | 990 | 0.6638 | -0.7523 | -0.9096 | 0.6075 | 0.1573 | -392.0733 | -407.9801 | -2.5910 | -2.5807 |
| 0.6192 | 0.13 | 1000 | 0.6646 | -0.7700 | -0.9321 | 0.6080 | 0.1620 | -394.3170 | -409.7525 | -2.5899 | -2.5800 |
| 0.6942 | 0.13 | 1010 | 0.6576 | -0.6474 | -0.7958 | 0.6145 | 0.1484 | -380.6887 | -397.4907 | -2.6080 | -2.5973 |
| 0.6408 | 0.13 | 1020 | 0.6591 | -0.6905 | -0.8454 | 0.6150 | 0.1549 | -385.6538 | -401.7998 | -2.5979 | -2.5869 |
| 0.6204 | 0.13 | 1030 | 0.6608 | -0.7136 | -0.8728 | 0.6185 | 0.1592 | -388.3903 | -404.1101 | -2.5930 | -2.5825 |
| 0.5986 | 0.14 | 1040 | 0.6670 | -0.8048 | -0.9774 | 0.6125 | 0.1726 | -398.8505 | -413.2312 | -2.5784 | -2.5676 |
| 0.6624 | 0.14 | 1050 | 0.6649 | -0.7874 | -0.9602 | 0.6150 | 0.1728 | -397.1287 | -411.4896 | -2.5844 | -2.5734 |
| 0.6528 | 0.14 | 1060 | 0.6576 | -0.6652 | -0.8239 | 0.6170 | 0.1587 | -383.4967 | -399.2669 | -2.6061 | -2.5949 |
| 0.6332 | 0.14 | 1070 | 0.6563 | -0.6362 | -0.7933 | 0.6175 | 0.1571 | -380.4353 | -396.3664 | -2.6101 | -2.5985 |
| 0.6364 | 0.14 | 1080 | 0.6564 | -0.6426 | -0.8019 | 0.6140 | 0.1593 | -381.3039 | -397.0139 | -2.6074 | -2.5956 |
| 0.6063 | 0.14 | 1090 | 0.6589 | -0.6922 | -0.8596 | 0.6140 | 0.1674 | -387.0664 | -401.9653 | -2.5995 | -2.5879 |
| 0.6684 | 0.14 | 1100 | 0.6570 | -0.6425 | -0.8050 | 0.6160 | 0.1624 | -381.6060 | -397.0017 | -2.6067 | -2.5950 |
| 0.6948 | 0.15 | 1110 | 0.6534 | -0.5348 | -0.6827 | 0.6240 | 0.1479 | -369.3778 | -386.2302 | -2.6269 | -2.6154 |
| 0.683 | 0.15 | 1120 | 0.6526 | -0.4925 | -0.6328 | 0.6255 | 0.1404 | -364.3933 | -381.9963 | -2.6371 | -2.6261 |
| 0.5879 | 0.15 | 1130 | 0.6523 | -0.4921 | -0.6319 | 0.6210 | 0.1397 | -364.2989 | -381.9638 | -2.6393 | -2.6282 |
| 0.6422 | 0.15 | 1140 | 0.6521 | -0.4999 | -0.6428 | 0.6235 | 0.1429 | -365.3921 | -382.7381 | -2.6401 | -2.6286 |
| 0.6534 | 0.15 | 1150 | 0.6519 | -0.5132 | -0.6594 | 0.6215 | 0.1462 | -367.0510 | -384.0742 | -2.6356 | -2.6237 |
| 0.642 | 0.15 | 1160 | 0.6519 | -0.5355 | -0.6859 | 0.6240 | 0.1504 | -369.7019 | -386.3025 | -2.6312 | -2.6188 |
| 0.6138 | 0.15 | 1170 | 0.6526 | -0.5731 | -0.7317 | 0.6230 | 0.1585 | -374.2781 | -390.0626 | -2.6258 | -2.6126 |
| 0.6603 | 0.15 | 1180 | 0.6529 | -0.6232 | -0.7897 | 0.6185 | 0.1665 | -380.0800 | -395.0720 | -2.6229 | -2.6091 |
| 0.6446 | 0.16 | 1190 | 0.6540 | -0.6478 | -0.8187 | 0.6160 | 0.1709 | -382.9786 | -397.5279 | -2.6169 | -2.6025 |
| 0.6647 | 0.16 | 1200 | 0.6546 | -0.6563 | -0.8288 | 0.6185 | 0.1725 | -383.9888 | -398.3748 | -2.6143 | -2.5996 |
| 0.6214 | 0.16 | 1210 | 0.6534 | -0.6735 | -0.8479 | 0.6225 | 0.1744 | -385.8965 | -400.0964 | -2.6187 | -2.6038 |
| 0.7606 | 0.16 | 1220 | 0.6501 | -0.6053 | -0.7665 | 0.6235 | 0.1612 | -377.7646 | -393.2815 | -2.6355 | -2.6217 |
| 0.64 | 0.16 | 1230 | 0.6489 | -0.5571 | -0.7096 | 0.6235 | 0.1525 | -372.0700 | -388.4599 | -2.6485 | -2.6351 |
| 0.6503 | 0.16 | 1240 | 0.6486 | -0.5107 | -0.6566 | 0.6280 | 0.1460 | -366.7746 | -383.8181 | -2.6544 | -2.6420 |
| 0.6625 | 0.16 | 1250 | 0.6486 | -0.4712 | -0.6109 | 0.6290 | 0.1397 | -362.1982 | -379.8656 | -2.6617 | -2.6501 |
| 0.6365 | 0.16 | 1260 | 0.6484 | -0.4679 | -0.6087 | 0.6300 | 0.1407 | -361.9755 | -379.5409 | -2.6599 | -2.6480 |
| 0.6314 | 0.17 | 1270 | 0.6475 | -0.5215 | -0.6731 | 0.6275 | 0.1516 | -368.4208 | -384.9039 | -2.6515 | -2.6390 |
| 0.6429 | 0.17 | 1280 | 0.6468 | -0.5830 | -0.7443 | 0.6265 | 0.1613 | -375.5394 | -391.0509 | -2.6435 | -2.6299 |
| 0.6351 | 0.17 | 1290 | 0.6463 | -0.6230 | -0.7897 | 0.6255 | 0.1668 | -380.0834 | -395.0453 | -2.6434 | -2.6293 |
| 0.6147 | 0.17 | 1300 | 0.6467 | -0.6928 | -0.8684 | 0.6220 | 0.1757 | -387.9538 | -402.0265 | -2.6450 | -2.6303 |
| 0.6809 | 0.17 | 1310 | 0.6478 | -0.7348 | -0.9135 | 0.6215 | 0.1787 | -392.4579 | -406.2247 | -2.6489 | -2.6348 |
| 0.6469 | 0.17 | 1320 | 0.6465 | -0.6788 | -0.8506 | 0.6200 | 0.1718 | -386.1691 | -400.6298 | -2.6541 | -2.6406 |
| 0.5969 | 0.17 | 1330 | 0.6460 | -0.6713 | -0.8464 | 0.6215 | 0.1750 | -385.7466 | -399.8843 | -2.6493 | -2.6348 |
| 0.6755 | 0.18 | 1340 | 0.6460 | -0.6794 | -0.8585 | 0.6210 | 0.1791 | -386.9584 | -400.6845 | -2.6436 | -2.6283 |
| 0.6043 | 0.18 | 1350 | 0.6464 | -0.6744 | -0.8555 | 0.6265 | 0.1812 | -386.6622 | -400.1864 | -2.6353 | -2.6195 |
| 0.6213 | 0.18 | 1360 | 0.6477 | -0.7281 | -0.9177 | 0.6275 | 0.1896 | -392.8765 | -405.5606 | -2.6236 | -2.6073 |
| 0.6907 | 0.18 | 1370 | 0.6469 | -0.7326 | -0.9235 | 0.625 | 0.1909 | -393.4615 | -406.0066 | -2.6231 | -2.6075 |
| 0.6027 | 0.18 | 1380 | 0.6468 | -0.7486 | -0.9422 | 0.6215 | 0.1937 | -395.3317 | -407.6045 | -2.6168 | -2.6010 |
| 0.6505 | 0.18 | 1390 | 0.6457 | -0.7204 | -0.9097 | 0.625 | 0.1892 | -392.0762 | -404.7940 | -2.6223 | -2.6073 |
| 0.6131 | 0.18 | 1400 | 0.6448 | -0.6976 | -0.8840 | 0.6265 | 0.1864 | -389.5133 | -402.5106 | -2.6269 | -2.6119 |
| 0.6537 | 0.18 | 1410 | 0.6441 | -0.6774 | -0.8600 | 0.6275 | 0.1827 | -387.1135 | -400.4853 | -2.6296 | -2.6148 |
| 0.6384 | 0.19 | 1420 | 0.6434 | -0.6711 | -0.8524 | 0.6280 | 0.1813 | -386.3515 | -399.8629 | -2.6321 | -2.6176 |
| 0.6132 | 0.19 | 1430 | 0.6432 | -0.7036 | -0.8889 | 0.6270 | 0.1854 | -390.0041 | -403.1084 | -2.6326 | -2.6182 |
| 0.6443 | 0.19 | 1440 | 0.6423 | -0.7073 | -0.8938 | 0.6265 | 0.1865 | -390.4881 | -403.4806 | -2.6346 | -2.6199 |
| 0.615 | 0.19 | 1450 | 0.6419 | -0.6898 | -0.8742 | 0.6270 | 0.1844 | -388.5262 | -401.7285 | -2.6376 | -2.6228 |
| 0.6368 | 0.19 | 1460 | 0.6420 | -0.7207 | -0.9126 | 0.6365 | 0.1919 | -392.3671 | -404.8150 | -2.6282 | -2.6125 |
| 0.6896 | 0.19 | 1470 | 0.6410 | -0.6924 | -0.8807 | 0.6320 | 0.1882 | -389.1761 | -401.9932 | -2.6298 | -2.6142 |
| 0.6412 | 0.19 | 1480 | 0.6412 | -0.7362 | -0.9274 | 0.6295 | 0.1913 | -393.8524 | -406.3655 | -2.6306 | -2.6154 |
| 0.6064 | 0.19 | 1490 | 0.6418 | -0.7669 | -0.9592 | 0.6245 | 0.1923 | -397.0263 | -409.4356 | -2.6332 | -2.6182 |
| 0.6325 | 0.2 | 1500 | 0.6417 | -0.7711 | -0.9637 | 0.6285 | 0.1926 | -397.4810 | -409.8640 | -2.6361 | -2.6212 |
| 0.6424 | 0.2 | 1510 | 0.6402 | -0.7373 | -0.9315 | 0.6320 | 0.1941 | -394.2556 | -406.4838 | -2.6307 | -2.6155 |
| 0.5892 | 0.2 | 1520 | 0.6411 | -0.7950 | -0.9991 | 0.6355 | 0.2041 | -401.0219 | -412.2532 | -2.6197 | -2.6038 |
| 0.7037 | 0.2 | 1530 | 0.6403 | -0.7732 | -0.9738 | 0.6340 | 0.2006 | -398.4938 | -410.0700 | -2.6243 | -2.6087 |
| 0.6159 | 0.2 | 1540 | 0.6390 | -0.7238 | -0.9190 | 0.6340 | 0.1952 | -393.0093 | -405.1262 | -2.6230 | -2.6075 |
| 0.6365 | 0.2 | 1550 | 0.6391 | -0.7273 | -0.9224 | 0.6370 | 0.1951 | -393.3499 | -405.4745 | -2.6207 | -2.6051 |
| 0.6055 | 0.2 | 1560 | 0.6391 | -0.7326 | -0.9318 | 0.6335 | 0.1992 | -394.2929 | -406.0096 | -2.6110 | -2.5947 |
| 0.6129 | 0.21 | 1570 | 0.6402 | -0.7043 | -0.9034 | 0.6360 | 0.1991 | -391.4497 | -403.1786 | -2.5989 | -2.5811 |
| 0.6286 | 0.21 | 1580 | 0.6425 | -0.7866 | -1.0002 | 0.6380 | 0.2135 | -401.1251 | -411.4100 | -2.5811 | -2.5616 |
| 0.6803 | 0.21 | 1590 | 0.6425 | -0.8338 | -1.0554 | 0.6375 | 0.2216 | -406.6456 | -416.1252 | -2.5802 | -2.5604 |
| 0.6037 | 0.21 | 1600 | 0.6421 | -0.8273 | -1.0473 | 0.6400 | 0.2200 | -405.8362 | -415.4784 | -2.5802 | -2.5603 |
| 0.7021 | 0.21 | 1610 | 0.6421 | -0.7084 | -0.9104 | 0.6340 | 0.2020 | -392.1523 | -403.5919 | -2.5816 | -2.5623 |
| 0.6388 | 0.21 | 1620 | 0.6410 | -0.6609 | -0.8549 | 0.6315 | 0.1940 | -386.6023 | -398.8391 | -2.5855 | -2.5669 |
| 0.5835 | 0.21 | 1630 | 0.6402 | -0.7310 | -0.9371 | 0.6365 | 0.2061 | -394.8233 | -405.8494 | -2.5778 | -2.5591 |
| 0.6083 | 0.21 | 1640 | 0.6409 | -0.8032 | -1.0213 | 0.6340 | 0.2182 | -403.2436 | -413.0656 | -2.5690 | -2.5498 |
| 0.6022 | 0.22 | 1650 | 0.6415 | -0.8630 | -1.0908 | 0.6365 | 0.2278 | -410.1859 | -419.0446 | -2.5710 | -2.5515 |
| 0.6203 | 0.22 | 1660 | 0.6407 | -0.8503 | -1.0771 | 0.6370 | 0.2268 | -408.8165 | -417.7774 | -2.5823 | -2.5632 |
| 0.6444 | 0.22 | 1670 | 0.6396 | -0.8407 | -1.0657 | 0.6355 | 0.2250 | -407.6794 | -416.8189 | -2.5919 | -2.5731 |
| 0.6084 | 0.22 | 1680 | 0.6388 | -0.8054 | -1.0262 | 0.6380 | 0.2208 | -403.7292 | -413.2849 | -2.5990 | -2.5808 |
| 0.6797 | 0.22 | 1690 | 0.6387 | -0.8254 | -1.0483 | 0.6410 | 0.2230 | -405.9435 | -415.2863 | -2.5981 | -2.5806 |
| 0.6111 | 0.22 | 1700 | 0.6385 | -0.8136 | -1.0354 | 0.6390 | 0.2218 | -404.6506 | -414.1109 | -2.5919 | -2.5750 |
| 0.6356 | 0.22 | 1710 | 0.6393 | -0.8148 | -1.0369 | 0.6340 | 0.2220 | -404.7968 | -414.2316 | -2.5836 | -2.5671 |
| 0.5897 | 0.23 | 1720 | 0.6413 | -0.8275 | -1.0512 | 0.6350 | 0.2236 | -406.2257 | -415.5031 | -2.5779 | -2.5621 |
| 0.6146 | 0.23 | 1730 | 0.6429 | -0.8567 | -1.0856 | 0.6340 | 0.2289 | -409.6731 | -418.4196 | -2.5745 | -2.5588 |
| 0.6418 | 0.23 | 1740 | 0.6437 | -0.9051 | -1.1429 | 0.6295 | 0.2378 | -415.3972 | -423.2546 | -2.5724 | -2.5562 |
| 0.6322 | 0.23 | 1750 | 0.6413 | -0.8541 | -1.0862 | 0.6340 | 0.2322 | -409.7335 | -418.1546 | -2.5868 | -2.5712 |
| 0.628 | 0.23 | 1760 | 0.6369 | -0.7892 | -1.0117 | 0.6310 | 0.2225 | -402.2831 | -411.6743 | -2.6153 | -2.6007 |
| 0.5509 | 0.23 | 1770 | 0.6369 | -0.7881 | -1.0129 | 0.6290 | 0.2247 | -402.3954 | -411.5599 | -2.6190 | -2.6041 |
| 0.5959 | 0.23 | 1780 | 0.6371 | -0.7471 | -0.9675 | 0.6295 | 0.2203 | -397.8552 | -407.4631 | -2.6175 | -2.6019 |
| 0.6137 | 0.23 | 1790 | 0.6370 | -0.7905 | -1.0189 | 0.6265 | 0.2283 | -402.9956 | -411.8017 | -2.6157 | -2.5999 |
| 0.6518 | 0.24 | 1800 | 0.6367 | -0.8300 | -1.0656 | 0.6310 | 0.2355 | -407.6683 | -415.7537 | -2.6121 | -2.5960 |
| 0.6444 | 0.24 | 1810 | 0.6359 | -0.8129 | -1.0451 | 0.6315 | 0.2322 | -405.6207 | -414.0361 | -2.6105 | -2.5939 |
| 0.645 | 0.24 | 1820 | 0.6362 | -0.8089 | -1.0419 | 0.6335 | 0.2329 | -405.2971 | -413.6440 | -2.6049 | -2.5881 |
| 0.6188 | 0.24 | 1830 | 0.6372 | -0.8706 | -1.1143 | 0.6265 | 0.2437 | -412.5353 | -419.8054 | -2.5952 | -2.5781 |
| 0.597 | 0.24 | 1840 | 0.6378 | -0.8381 | -1.0796 | 0.6245 | 0.2414 | -409.0667 | -416.5643 | -2.5903 | -2.5728 |
| 0.6169 | 0.24 | 1850 | 0.6380 | -0.8494 | -1.0920 | 0.6255 | 0.2426 | -410.3075 | -417.6918 | -2.5900 | -2.5729 |
| 0.5578 | 0.24 | 1860 | 0.6403 | -0.8872 | -1.1355 | 0.6255 | 0.2484 | -414.6641 | -421.4672 | -2.5811 | -2.5646 |
| 0.6017 | 0.24 | 1870 | 0.6397 | -0.9055 | -1.1567 | 0.6245 | 0.2513 | -416.7841 | -423.2950 | -2.5861 | -2.5702 |
| 0.6193 | 0.25 | 1880 | 0.6379 | -0.9120 | -1.1633 | 0.6280 | 0.2513 | -417.4392 | -423.9531 | -2.5942 | -2.5784 |
| 0.6376 | 0.25 | 1890 | 0.6372 | -0.9484 | -1.2006 | 0.6305 | 0.2522 | -421.1735 | -427.5891 | -2.6016 | -2.5859 |
| 0.6282 | 0.25 | 1900 | 0.6361 | -0.9367 | -1.1858 | 0.6335 | 0.2491 | -419.6852 | -426.4164 | -2.6061 | -2.5904 |
| 0.6556 | 0.25 | 1910 | 0.6358 | -0.9203 | -1.1659 | 0.6315 | 0.2456 | -417.7047 | -424.7823 | -2.6082 | -2.5926 |
| 0.6259 | 0.25 | 1920 | 0.6337 | -0.8454 | -1.0800 | 0.6340 | 0.2346 | -409.1140 | -417.2929 | -2.6206 | -2.6057 |
| 0.7005 | 0.25 | 1930 | 0.6329 | -0.8074 | -1.0319 | 0.6390 | 0.2245 | -404.2984 | -413.4906 | -2.6362 | -2.6222 |
| 0.6331 | 0.25 | 1940 | 0.6326 | -0.7858 | -1.0043 | 0.6350 | 0.2185 | -401.5396 | -411.3259 | -2.6430 | -2.6293 |
| 0.6362 | 0.26 | 1950 | 0.6318 | -0.7784 | -0.9987 | 0.6375 | 0.2202 | -400.9760 | -410.5943 | -2.6435 | -2.6298 |
| 0.5862 | 0.26 | 1960 | 0.6319 | -0.8285 | -1.0595 | 0.6355 | 0.2310 | -407.0627 | -415.5986 | -2.6348 | -2.6206 |
| 0.6907 | 0.26 | 1970 | 0.6316 | -0.7761 | -1.0016 | 0.6345 | 0.2255 | -401.2738 | -410.3633 | -2.6301 | -2.6154 |
| 0.6349 | 0.26 | 1980 | 0.6315 | -0.7514 | -0.9749 | 0.6330 | 0.2234 | -398.5971 | -407.8918 | -2.6283 | -2.6133 |
| 0.618 | 0.26 | 1990 | 0.6315 | -0.8443 | -1.0831 | 0.6415 | 0.2387 | -409.4156 | -417.1805 | -2.6258 | -2.6106 |
| 0.6924 | 0.26 | 2000 | 0.6317 | -0.8507 | -1.0894 | 0.6390 | 0.2387 | -410.0538 | -417.8204 | -2.6258 | -2.6107 |
| 0.6461 | 0.26 | 2010 | 0.6307 | -0.8010 | -1.0331 | 0.6405 | 0.2321 | -404.4166 | -412.8479 | -2.6269 | -2.6121 |
| 0.6233 | 0.26 | 2020 | 0.6306 | -0.7717 | -1.0007 | 0.6405 | 0.2290 | -401.1810 | -409.9208 | -2.6243 | -2.6096 |
| 0.6237 | 0.27 | 2030 | 0.6305 | -0.7362 | -0.9611 | 0.6380 | 0.2250 | -397.2237 | -406.3678 | -2.6218 | -2.6072 |
| 0.5939 | 0.27 | 2040 | 0.6308 | -0.7560 | -0.9877 | 0.6385 | 0.2317 | -399.8785 | -408.3467 | -2.6155 | -2.6006 |
| 0.5974 | 0.27 | 2050 | 0.6328 | -0.7690 | -1.0063 | 0.6390 | 0.2372 | -401.7351 | -409.6518 | -2.6026 | -2.5867 |
| 0.6569 | 0.27 | 2060 | 0.6336 | -0.8145 | -1.0587 | 0.6370 | 0.2442 | -406.9814 | -414.1979 | -2.5981 | -2.5818 |
| 0.6322 | 0.27 | 2070 | 0.6324 | -0.8495 | -1.0992 | 0.6410 | 0.2497 | -411.0252 | -417.6963 | -2.6044 | -2.5878 |
| 0.6262 | 0.27 | 2080 | 0.6311 | -0.8940 | -1.1476 | 0.6400 | 0.2536 | -415.8672 | -422.1446 | -2.6086 | -2.5924 |
| 0.6663 | 0.27 | 2090 | 0.6304 | -0.8916 | -1.1427 | 0.6425 | 0.2511 | -415.3799 | -421.9053 | -2.6108 | -2.5941 |
| 0.6222 | 0.27 | 2100 | 0.6301 | -0.8936 | -1.1429 | 0.6385 | 0.2493 | -415.3976 | -422.1054 | -2.6116 | -2.5948 |
| 0.6496 | 0.28 | 2110 | 0.6297 | -0.8529 | -1.0969 | 0.6410 | 0.2440 | -410.8004 | -418.0361 | -2.6108 | -2.5937 |
| 0.6135 | 0.28 | 2120 | 0.6296 | -0.8347 | -1.0778 | 0.6390 | 0.2431 | -408.8890 | -416.2200 | -2.6070 | -2.5897 |
| 0.65 | 0.28 | 2130 | 0.6301 | -0.8876 | -1.1407 | 0.6405 | 0.2532 | -415.1848 | -421.5057 | -2.5947 | -2.5773 |
| 0.6562 | 0.28 | 2140 | 0.6285 | -0.8648 | -1.1125 | 0.6465 | 0.2478 | -412.3636 | -419.2277 | -2.5994 | -2.5827 |
| 0.5989 | 0.28 | 2150 | 0.6281 | -0.8920 | -1.1425 | 0.6475 | 0.2505 | -415.3588 | -421.9513 | -2.5980 | -2.5814 |
| 0.6232 | 0.28 | 2160 | 0.6284 | -0.9406 | -1.1958 | 0.6460 | 0.2552 | -420.6875 | -426.8111 | -2.5974 | -2.5812 |
| 0.6596 | 0.28 | 2170 | 0.6278 | -0.9201 | -1.1694 | 0.6465 | 0.2493 | -418.0499 | -424.7549 | -2.5999 | -2.5843 |
| 0.5964 | 0.29 | 2180 | 0.6268 | -0.8547 | -1.0934 | 0.6515 | 0.2387 | -410.4538 | -418.2219 | -2.6082 | -2.5931 |
| 0.5492 | 0.29 | 2190 | 0.6265 | -0.8444 | -1.0852 | 0.6515 | 0.2408 | -409.6349 | -417.1944 | -2.6069 | -2.5917 |
| 0.6317 | 0.29 | 2200 | 0.6260 | -0.8036 | -1.0426 | 0.6520 | 0.2390 | -405.3683 | -413.1067 | -2.6051 | -2.5893 |
| 0.6286 | 0.29 | 2210 | 0.6260 | -0.8071 | -1.0510 | 0.6445 | 0.2439 | -406.2112 | -413.4576 | -2.5994 | -2.5829 |
| 0.6342 | 0.29 | 2220 | 0.6260 | -0.8266 | -1.0738 | 0.6465 | 0.2471 | -408.4855 | -415.4107 | -2.5996 | -2.5829 |
| 0.6217 | 0.29 | 2230 | 0.6261 | -0.8837 | -1.1394 | 0.6465 | 0.2557 | -415.0464 | -421.1188 | -2.5963 | -2.5795 |
| 0.5913 | 0.29 | 2240 | 0.6272 | -0.9178 | -1.1822 | 0.6430 | 0.2644 | -419.3282 | -424.5318 | -2.5881 | -2.5709 |
| 0.6624 | 0.29 | 2250 | 0.6280 | -0.9283 | -1.1962 | 0.6420 | 0.2679 | -420.7293 | -425.5768 | -2.5880 | -2.5705 |
| 0.6178 | 0.3 | 2260 | 0.6282 | -0.8820 | -1.1434 | 0.6410 | 0.2614 | -415.4528 | -420.9500 | -2.5934 | -2.5759 |
| 0.6685 | 0.3 | 2270 | 0.6269 | -0.8848 | -1.1448 | 0.6455 | 0.2600 | -415.5908 | -421.2300 | -2.6020 | -2.5852 |
| 0.6301 | 0.3 | 2280 | 0.6263 | -0.8919 | -1.1514 | 0.6475 | 0.2595 | -416.2523 | -421.9367 | -2.6086 | -2.5923 |
| 0.6861 | 0.3 | 2290 | 0.6259 | -0.9077 | -1.1691 | 0.6495 | 0.2615 | -418.0213 | -423.5156 | -2.6069 | -2.5906 |
| 0.6088 | 0.3 | 2300 | 0.6266 | -0.9163 | -1.1805 | 0.6460 | 0.2643 | -419.1643 | -424.3768 | -2.5942 | -2.5775 |
| 0.6074 | 0.3 | 2310 | 0.6268 | -0.8724 | -1.1313 | 0.6400 | 0.2589 | -414.2422 | -419.9903 | -2.5912 | -2.5742 |
| 0.5575 | 0.3 | 2320 | 0.6284 | -0.9361 | -1.2070 | 0.6435 | 0.2709 | -421.8108 | -426.3576 | -2.5855 | -2.5676 |
| 0.5775 | 0.3 | 2330 | 0.6299 | -1.0124 | -1.2958 | 0.6420 | 0.2834 | -430.6888 | -433.9893 | -2.5848 | -2.5665 |
| 0.5663 | 0.31 | 2340 | 0.6300 | -1.0415 | -1.3312 | 0.6415 | 0.2896 | -434.2276 | -436.9039 | -2.5871 | -2.5689 |
| 0.5976 | 0.31 | 2350 | 0.6304 | -1.0252 | -1.3144 | 0.6395 | 0.2893 | -432.5544 | -435.2654 | -2.5829 | -2.5647 |
| 0.6032 | 0.31 | 2360 | 0.6298 | -1.0167 | -1.3058 | 0.6395 | 0.2891 | -431.6937 | -434.4194 | -2.5829 | -2.5649 |
| 0.6569 | 0.31 | 2370 | 0.6289 | -0.9922 | -1.2770 | 0.6410 | 0.2848 | -428.8085 | -431.9676 | -2.5831 | -2.5654 |
| 0.6557 | 0.31 | 2380 | 0.6288 | -1.0161 | -1.3029 | 0.6410 | 0.2868 | -431.3999 | -434.3564 | -2.5849 | -2.5677 |
| 0.593 | 0.31 | 2390 | 0.6294 | -1.0361 | -1.3256 | 0.6415 | 0.2894 | -433.6670 | -436.3635 | -2.5798 | -2.5628 |
| 0.5738 | 0.31 | 2400 | 0.6283 | -0.9909 | -1.2721 | 0.6395 | 0.2812 | -428.3227 | -431.8421 | -2.5818 | -2.5653 |
| 0.6016 | 0.32 | 2410 | 0.6278 | -0.9433 | -1.2179 | 0.6380 | 0.2746 | -422.9002 | -427.0763 | -2.5861 | -2.5696 |
| 0.5889 | 0.32 | 2420 | 0.6304 | -0.9423 | -1.2183 | 0.6345 | 0.2759 | -422.9380 | -426.9832 | -2.5738 | -2.5568 |
| 0.6591 | 0.32 | 2430 | 0.6299 | -0.9346 | -1.2097 | 0.6325 | 0.2751 | -422.0822 | -426.2091 | -2.5687 | -2.5523 |
| 0.5945 | 0.32 | 2440 | 0.6298 | -0.8958 | -1.1637 | 0.6350 | 0.2679 | -417.4772 | -422.3305 | -2.5713 | -2.5549 |
| 0.6374 | 0.32 | 2450 | 0.6289 | -0.8744 | -1.1411 | 0.6365 | 0.2667 | -415.2203 | -420.1926 | -2.5727 | -2.5563 |
| 0.5373 | 0.32 | 2460 | 0.6304 | -0.8982 | -1.1686 | 0.6325 | 0.2704 | -417.9743 | -422.5689 | -2.5652 | -2.5485 |
| 0.5907 | 0.32 | 2470 | 0.6326 | -0.9999 | -1.2865 | 0.6310 | 0.2867 | -429.7646 | -432.7390 | -2.5503 | -2.5329 |
| 0.611 | 0.32 | 2480 | 0.6332 | -1.0077 | -1.2965 | 0.6340 | 0.2888 | -430.7619 | -433.5213 | -2.5407 | -2.5233 |
| 0.6033 | 0.33 | 2490 | 0.6321 | -0.9828 | -1.2667 | 0.6365 | 0.2839 | -427.7772 | -431.0261 | -2.5417 | -2.5246 |
| 0.6122 | 0.33 | 2500 | 0.6308 | -0.9669 | -1.2466 | 0.6365 | 0.2797 | -425.7724 | -429.4399 | -2.5516 | -2.5352 |
| 0.6077 | 0.33 | 2510 | 0.6286 | -0.9640 | -1.2432 | 0.6405 | 0.2791 | -425.4290 | -429.1539 | -2.5640 | -2.5483 |
| 0.6255 | 0.33 | 2520 | 0.6296 | -1.0321 | -1.3234 | 0.6390 | 0.2913 | -433.4538 | -435.9596 | -2.5582 | -2.5429 |
| 0.6172 | 0.33 | 2530 | 0.6300 | -1.0458 | -1.3408 | 0.6410 | 0.2950 | -435.1912 | -437.3290 | -2.5550 | -2.5393 |
| 0.6536 | 0.33 | 2540 | 0.6278 | -0.9740 | -1.2585 | 0.6435 | 0.2846 | -426.9625 | -430.1458 | -2.5626 | -2.5464 |
| 0.6565 | 0.33 | 2550 | 0.6263 | -0.8894 | -1.1583 | 0.6400 | 0.2689 | -416.9401 | -421.6891 | -2.5767 | -2.5606 |
| 0.6676 | 0.33 | 2560 | 0.6265 | -0.7948 | -1.0474 | 0.6440 | 0.2526 | -405.8482 | -412.2315 | -2.5837 | -2.5675 |
| 0.6483 | 0.34 | 2570 | 0.6275 | -0.7013 | -0.9355 | 0.6490 | 0.2342 | -394.6591 | -402.8755 | -2.5958 | -2.5800 |
| 0.6541 | 0.34 | 2580 | 0.6273 | -0.6840 | -0.9158 | 0.6495 | 0.2318 | -392.6910 | -401.1508 | -2.6069 | -2.5906 |
| 0.6052 | 0.34 | 2590 | 0.6277 | -0.7188 | -0.9566 | 0.6505 | 0.2378 | -396.7696 | -404.6281 | -2.6081 | -2.5914 |
| 0.6153 | 0.34 | 2600 | 0.6282 | -0.7864 | -1.0365 | 0.6395 | 0.2501 | -404.7595 | -411.3907 | -2.6071 | -2.5894 |
| 0.616 | 0.34 | 2610 | 0.6287 | -0.8500 | -1.1083 | 0.6380 | 0.2583 | -411.9449 | -417.7501 | -2.6081 | -2.5905 |
| 0.5428 | 0.34 | 2620 | 0.6287 | -0.9487 | -1.2222 | 0.6365 | 0.2736 | -423.3333 | -427.6159 | -2.6181 | -2.6005 |
| 0.5982 | 0.34 | 2630 | 0.6308 | -1.0299 | -1.3177 | 0.6385 | 0.2878 | -432.8792 | -435.7413 | -2.6165 | -2.5989 |
| 0.609 | 0.35 | 2640 | 0.6294 | -0.9973 | -1.2819 | 0.6360 | 0.2847 | -429.3039 | -432.4779 | -2.6236 | -2.6060 |
| 0.5885 | 0.35 | 2650 | 0.6293 | -0.9876 | -1.2707 | 0.6350 | 0.2831 | -428.1784 | -431.5092 | -2.6261 | -2.6082 |
| 0.6198 | 0.35 | 2660 | 0.6307 | -0.9949 | -1.2792 | 0.6355 | 0.2843 | -429.0344 | -432.2407 | -2.6180 | -2.5988 |
| 0.6223 | 0.35 | 2670 | 0.6331 | -1.0108 | -1.2990 | 0.6340 | 0.2881 | -431.0054 | -433.8322 | -2.6062 | -2.5861 |
| 0.6479 | 0.35 | 2680 | 0.6315 | -1.0010 | -1.2894 | 0.6365 | 0.2884 | -430.0517 | -432.8544 | -2.6071 | -2.5871 |
| 0.5703 | 0.35 | 2690 | 0.6307 | -1.0420 | -1.3373 | 0.6365 | 0.2953 | -434.8387 | -436.9498 | -2.6051 | -2.5856 |
| 0.6217 | 0.35 | 2700 | 0.6307 | -1.0655 | -1.3643 | 0.6335 | 0.2989 | -437.5450 | -439.2961 | -2.6074 | -2.5881 |
| 0.6502 | 0.35 | 2710 | 0.6275 | -0.9870 | -1.2725 | 0.6350 | 0.2855 | -428.3634 | -431.4541 | -2.6215 | -2.6021 |
| 0.6013 | 0.36 | 2720 | 0.6255 | -0.9180 | -1.1917 | 0.6380 | 0.2737 | -420.2796 | -424.5511 | -2.6357 | -2.6167 |
| 0.643 | 0.36 | 2730 | 0.6250 | -0.9205 | -1.1955 | 0.6400 | 0.2749 | -420.6579 | -424.8026 | -2.6373 | -2.6182 |
| 0.6072 | 0.36 | 2740 | 0.6246 | -0.9305 | -1.2071 | 0.6410 | 0.2766 | -421.8180 | -425.8010 | -2.6340 | -2.6148 |
| 0.6327 | 0.36 | 2750 | 0.6255 | -0.9322 | -1.2088 | 0.6385 | 0.2766 | -421.9896 | -425.9725 | -2.6241 | -2.6044 |
| 0.5996 | 0.36 | 2760 | 0.6251 | -0.8971 | -1.1675 | 0.6410 | 0.2704 | -417.8635 | -422.4580 | -2.6229 | -2.6033 |
| 0.7056 | 0.36 | 2770 | 0.6238 | -0.8368 | -1.0969 | 0.6410 | 0.2601 | -410.8011 | -416.4323 | -2.6285 | -2.6097 |
| 0.606 | 0.36 | 2780 | 0.6237 | -0.8490 | -1.1129 | 0.6400 | 0.2639 | -412.4020 | -417.6534 | -2.6183 | -2.5995 |
| 0.5751 | 0.37 | 2790 | 0.6247 | -0.8342 | -1.0972 | 0.6455 | 0.2630 | -410.8312 | -416.1697 | -2.6151 | -2.5960 |
| 0.6504 | 0.37 | 2800 | 0.6250 | -0.8142 | -1.0753 | 0.6425 | 0.2612 | -408.6443 | -414.1668 | -2.6188 | -2.5991 |
| 0.5513 | 0.37 | 2810 | 0.6251 | -0.8915 | -1.1658 | 0.6475 | 0.2743 | -417.6894 | -421.8967 | -2.6137 | -2.5935 |
| 0.5198 | 0.37 | 2820 | 0.6288 | -1.0581 | -1.3604 | 0.6365 | 0.3024 | -437.1532 | -438.5566 | -2.5996 | -2.5784 |
| 0.5981 | 0.37 | 2830 | 0.6319 | -1.1625 | -1.4817 | 0.6355 | 0.3191 | -449.2752 | -449.0024 | -2.5958 | -2.5738 |
| 0.6637 | 0.37 | 2840 | 0.6316 | -1.1947 | -1.5196 | 0.6335 | 0.3249 | -453.0709 | -452.2231 | -2.5948 | -2.5727 |
| 0.6351 | 0.37 | 2850 | 0.6327 | -1.1942 | -1.5206 | 0.6350 | 0.3265 | -453.1729 | -452.1654 | -2.5927 | -2.5702 |
| 0.6009 | 0.37 | 2860 | 0.6324 | -1.1937 | -1.5215 | 0.6370 | 0.3277 | -453.2584 | -452.1236 | -2.6020 | -2.5798 |
| 0.6586 | 0.38 | 2870 | 0.6291 | -1.1207 | -1.4380 | 0.6420 | 0.3173 | -444.9077 | -444.8151 | -2.6147 | -2.5923 |
| 0.5718 | 0.38 | 2880 | 0.6276 | -1.0123 | -1.3148 | 0.6430 | 0.3025 | -432.5858 | -433.9771 | -2.6220 | -2.5997 |
| 0.6098 | 0.38 | 2890 | 0.6266 | -0.9581 | -1.2546 | 0.6465 | 0.2966 | -426.5735 | -428.5566 | -2.6148 | -2.5929 |
| 0.6727 | 0.38 | 2900 | 0.6264 | -0.9209 | -1.2142 | 0.6495 | 0.2933 | -422.5286 | -424.8429 | -2.6086 | -2.5872 |
| 0.6066 | 0.38 | 2910 | 0.6250 | -0.8989 | -1.1895 | 0.6490 | 0.2906 | -420.0552 | -422.6353 | -2.6062 | -2.5857 |
| 0.6094 | 0.38 | 2920 | 0.6240 | -0.8737 | -1.1607 | 0.6480 | 0.2869 | -417.1783 | -420.1236 | -2.6009 | -2.5808 |
| 0.5938 | 0.38 | 2930 | 0.6239 | -0.8604 | -1.1456 | 0.6480 | 0.2852 | -415.6716 | -418.7934 | -2.5991 | -2.5792 |
| 0.6039 | 0.38 | 2940 | 0.6244 | -0.9125 | -1.2053 | 0.6470 | 0.2928 | -421.6431 | -424.0008 | -2.5930 | -2.5733 |
| 0.5952 | 0.39 | 2950 | 0.6246 | -0.9209 | -1.2148 | 0.6445 | 0.2939 | -422.5884 | -424.8386 | -2.5878 | -2.5684 |
| 0.6394 | 0.39 | 2960 | 0.6238 | -0.9098 | -1.2006 | 0.6475 | 0.2908 | -421.1725 | -423.7320 | -2.5848 | -2.5659 |
| 0.509 | 0.39 | 2970 | 0.6250 | -0.9394 | -1.2352 | 0.6490 | 0.2958 | -424.6266 | -426.6901 | -2.5797 | -2.5607 |
| 0.6274 | 0.39 | 2980 | 0.6261 | -0.9802 | -1.2836 | 0.6495 | 0.3034 | -429.4747 | -430.7714 | -2.5700 | -2.5506 |
| 0.6132 | 0.39 | 2990 | 0.6257 | -1.0083 | -1.3179 | 0.6465 | 0.3096 | -432.9015 | -433.5816 | -2.5660 | -2.5463 |
| 0.6322 | 0.39 | 3000 | 0.6249 | -1.0075 | -1.3160 | 0.6505 | 0.3085 | -432.7070 | -433.4970 | -2.5640 | -2.5444 |
| 0.6969 | 0.39 | 3010 | 0.6242 | -0.9749 | -1.2759 | 0.6505 | 0.3010 | -428.6985 | -430.2418 | -2.5559 | -2.5365 |
| 0.632 | 0.4 | 3020 | 0.6225 | -0.9385 | -1.2307 | 0.6495 | 0.2922 | -424.1770 | -426.5962 | -2.5630 | -2.5436 |
| 0.6207 | 0.4 | 3030 | 0.6220 | -0.9339 | -1.2229 | 0.6510 | 0.2890 | -423.4004 | -426.1408 | -2.5665 | -2.5473 |
| 0.6059 | 0.4 | 3040 | 0.6213 | -0.9029 | -1.1867 | 0.6555 | 0.2837 | -419.7774 | -423.0438 | -2.5660 | -2.5473 |
| 0.6284 | 0.4 | 3050 | 0.6215 | -0.8856 | -1.1664 | 0.6540 | 0.2808 | -417.7492 | -421.3135 | -2.5671 | -2.5482 |
| 0.5785 | 0.4 | 3060 | 0.6219 | -0.8867 | -1.1684 | 0.6505 | 0.2817 | -417.9524 | -421.4232 | -2.5619 | -2.5430 |
| 0.6048 | 0.4 | 3070 | 0.6220 | -0.9453 | -1.2379 | 0.6510 | 0.2926 | -424.8985 | -427.2796 | -2.5593 | -2.5402 |
| 0.6668 | 0.4 | 3080 | 0.6213 | -1.0331 | -1.3385 | 0.6510 | 0.3054 | -434.9569 | -436.0604 | -2.5602 | -2.5416 |
| 0.6687 | 0.4 | 3090 | 0.6203 | -1.0575 | -1.3637 | 0.6525 | 0.3063 | -437.4830 | -438.4970 | -2.5609 | -2.5425 |
| 0.5243 | 0.41 | 3100 | 0.6207 | -1.0842 | -1.3960 | 0.6515 | 0.3118 | -440.7137 | -441.1709 | -2.5574 | -2.5390 |
| 0.6149 | 0.41 | 3110 | 0.6214 | -1.0752 | -1.3867 | 0.6525 | 0.3114 | -439.7763 | -440.2719 | -2.5518 | -2.5333 |
| 0.6346 | 0.41 | 3120 | 0.6199 | -1.0468 | -1.3509 | 0.6500 | 0.3041 | -436.2013 | -437.4295 | -2.5647 | -2.5467 |
| 0.637 | 0.41 | 3130 | 0.6197 | -1.0924 | -1.3981 | 0.6495 | 0.3057 | -440.9231 | -441.9938 | -2.5670 | -2.5497 |
| 0.6076 | 0.41 | 3140 | 0.6205 | -1.1591 | -1.4689 | 0.6515 | 0.3098 | -448.0017 | -448.6626 | -2.5616 | -2.5451 |
| 0.5972 | 0.41 | 3150 | 0.6221 | -1.2200 | -1.5345 | 0.6515 | 0.3145 | -454.5576 | -454.7509 | -2.5591 | -2.5434 |
| 0.6125 | 0.41 | 3160 | 0.6223 | -1.2220 | -1.5388 | 0.6515 | 0.3168 | -454.9926 | -454.9516 | -2.5502 | -2.5345 |
| 0.5862 | 0.41 | 3170 | 0.6220 | -1.2133 | -1.5298 | 0.6510 | 0.3165 | -454.0869 | -454.0766 | -2.5417 | -2.5259 |
| 0.6327 | 0.42 | 3180 | 0.6194 | -1.1016 | -1.4098 | 0.6555 | 0.3082 | -442.0906 | -442.9092 | -2.5381 | -2.5217 |
| 0.6965 | 0.42 | 3190 | 0.6185 | -0.9944 | -1.2890 | 0.6525 | 0.2946 | -430.0141 | -432.1944 | -2.5400 | -2.5234 |
| 0.6283 | 0.42 | 3200 | 0.6186 | -0.9402 | -1.2252 | 0.6575 | 0.2850 | -423.6346 | -426.7724 | -2.5438 | -2.5269 |
| 0.5662 | 0.42 | 3210 | 0.6193 | -0.8699 | -1.1460 | 0.6575 | 0.2761 | -415.7131 | -419.7384 | -2.5412 | -2.5234 |
| 0.6209 | 0.42 | 3220 | 0.6200 | -0.8226 | -1.0938 | 0.6590 | 0.2712 | -410.4877 | -415.0109 | -2.5410 | -2.5229 |
| 0.6044 | 0.42 | 3230 | 0.6196 | -0.8333 | -1.1091 | 0.6575 | 0.2758 | -412.0194 | -416.0751 | -2.5373 | -2.5192 |
| 0.5752 | 0.42 | 3240 | 0.6205 | -0.9074 | -1.1990 | 0.6550 | 0.2916 | -421.0147 | -423.4896 | -2.5106 | -2.4921 |
| 0.624 | 0.43 | 3250 | 0.6234 | -0.9683 | -1.2706 | 0.6520 | 0.3023 | -428.1665 | -429.5796 | -2.4790 | -2.4604 |
| 0.5992 | 0.43 | 3260 | 0.6249 | -1.0305 | -1.3426 | 0.6510 | 0.3121 | -435.3685 | -435.7988 | -2.4621 | -2.4435 |
| 0.5932 | 0.43 | 3270 | 0.6256 | -1.0746 | -1.3921 | 0.6490 | 0.3175 | -440.3195 | -440.2114 | -2.4506 | -2.4320 |
| 0.6325 | 0.43 | 3280 | 0.6251 | -1.0963 | -1.4150 | 0.6495 | 0.3187 | -442.6060 | -442.3782 | -2.4523 | -2.4339 |
| 0.6279 | 0.43 | 3290 | 0.6231 | -1.1019 | -1.4195 | 0.6505 | 0.3176 | -443.0581 | -442.9397 | -2.4587 | -2.4407 |
| 0.6383 | 0.43 | 3300 | 0.6217 | -1.0491 | -1.3572 | 0.6545 | 0.3080 | -436.8260 | -437.6624 | -2.4678 | -2.4499 |
| 0.6163 | 0.43 | 3310 | 0.6200 | -0.9923 | -1.2910 | 0.6560 | 0.2987 | -430.2067 | -431.9793 | -2.4774 | -2.4601 |
| 0.6353 | 0.43 | 3320 | 0.6191 | -0.9202 | -1.2069 | 0.6570 | 0.2867 | -421.8025 | -424.7696 | -2.4884 | -2.4712 |
| 0.6372 | 0.44 | 3330 | 0.6183 | -0.8986 | -1.1825 | 0.6575 | 0.2838 | -419.3560 | -422.6133 | -2.4916 | -2.4742 |
| 0.604 | 0.44 | 3340 | 0.6180 | -0.9320 | -1.2233 | 0.6575 | 0.2913 | -423.4430 | -425.9539 | -2.4876 | -2.4701 |
| 0.6338 | 0.44 | 3350 | 0.6166 | -1.0067 | -1.3090 | 0.6570 | 0.3023 | -432.0136 | -433.4238 | -2.4934 | -2.4763 |
| 0.6361 | 0.44 | 3360 | 0.6161 | -1.0169 | -1.3203 | 0.6585 | 0.3034 | -433.1445 | -434.4416 | -2.4932 | -2.4760 |
| 0.6455 | 0.44 | 3370 | 0.6161 | -0.9787 | -1.2777 | 0.6630 | 0.2990 | -428.8773 | -430.6172 | -2.4973 | -2.4798 |
| 0.6137 | 0.44 | 3380 | 0.6161 | -0.9883 | -1.2883 | 0.6625 | 0.3000 | -429.9381 | -431.5823 | -2.4944 | -2.4770 |
| 0.6181 | 0.44 | 3390 | 0.6154 | -1.0101 | -1.3142 | 0.6605 | 0.3041 | -432.5337 | -433.7590 | -2.4847 | -2.4677 |
| 0.6161 | 0.44 | 3400 | 0.6145 | -1.0551 | -1.3645 | 0.6610 | 0.3094 | -437.5621 | -438.2620 | -2.4762 | -2.4600 |
| 0.6071 | 0.45 | 3410 | 0.6144 | -1.0811 | -1.3958 | 0.6590 | 0.3147 | -440.6938 | -440.8622 | -2.4734 | -2.4571 |
| 0.5929 | 0.45 | 3420 | 0.6146 | -1.1149 | -1.4354 | 0.6565 | 0.3205 | -444.6485 | -444.2359 | -2.4678 | -2.4514 |
| 0.6345 | 0.45 | 3430 | 0.6144 | -1.1151 | -1.4362 | 0.6595 | 0.3212 | -444.7310 | -444.2546 | -2.4649 | -2.4484 |
| 0.5878 | 0.45 | 3440 | 0.6142 | -1.0856 | -1.4063 | 0.6600 | 0.3207 | -441.7399 | -441.3051 | -2.4639 | -2.4468 |
| 0.6214 | 0.45 | 3450 | 0.6137 | -1.0192 | -1.3320 | 0.6605 | 0.3128 | -434.3102 | -434.6713 | -2.4644 | -2.4471 |
| 0.5646 | 0.45 | 3460 | 0.6137 | -1.0486 | -1.3665 | 0.6590 | 0.3179 | -437.7554 | -437.6047 | -2.4569 | -2.4395 |
| 0.5993 | 0.45 | 3470 | 0.6142 | -1.0594 | -1.3801 | 0.6615 | 0.3207 | -439.1224 | -438.6912 | -2.4468 | -2.4293 |
| 0.6814 | 0.46 | 3480 | 0.6140 | -1.0330 | -1.3506 | 0.6655 | 0.3176 | -436.1695 | -436.0477 | -2.4459 | -2.4283 |
| 0.6004 | 0.46 | 3490 | 0.6140 | -0.9839 | -1.2953 | 0.6645 | 0.3114 | -430.6406 | -431.1418 | -2.4500 | -2.4319 |
| 0.6039 | 0.46 | 3500 | 0.6142 | -0.9341 | -1.2398 | 0.6655 | 0.3057 | -425.0884 | -426.1593 | -2.4562 | -2.4382 |
| 0.5735 | 0.46 | 3510 | 0.6141 | -0.9224 | -1.2246 | 0.6640 | 0.3022 | -423.5655 | -424.9874 | -2.4525 | -2.4344 |
| 0.6345 | 0.46 | 3520 | 0.6133 | -0.9708 | -1.2758 | 0.6630 | 0.3050 | -428.6861 | -429.8299 | -2.4437 | -2.4260 |
| 0.5534 | 0.46 | 3530 | 0.6132 | -1.0074 | -1.3172 | 0.6625 | 0.3099 | -432.8323 | -433.4846 | -2.4411 | -2.4236 |
| 0.6593 | 0.46 | 3540 | 0.6123 | -1.0400 | -1.3534 | 0.6635 | 0.3134 | -436.4506 | -436.7543 | -2.4444 | -2.4274 |
| 0.5675 | 0.46 | 3550 | 0.6121 | -1.0763 | -1.3937 | 0.6640 | 0.3175 | -440.4826 | -440.3762 | -2.4413 | -2.4247 |
| 0.5771 | 0.47 | 3560 | 0.6120 | -1.0978 | -1.4217 | 0.6635 | 0.3240 | -443.2840 | -442.5283 | -2.4349 | -2.4184 |
| 0.5887 | 0.47 | 3570 | 0.6119 | -1.1004 | -1.4268 | 0.6650 | 0.3264 | -443.7903 | -442.7873 | -2.4389 | -2.4226 |
| 0.5473 | 0.47 | 3580 | 0.6124 | -1.0942 | -1.4231 | 0.6620 | 0.3289 | -443.4171 | -442.1665 | -2.4356 | -2.4190 |
| 0.5784 | 0.47 | 3590 | 0.6133 | -1.0677 | -1.3958 | 0.6605 | 0.3282 | -440.6925 | -439.5168 | -2.4448 | -2.4275 |
| 0.6345 | 0.47 | 3600 | 0.6135 | -1.0318 | -1.3578 | 0.6625 | 0.3259 | -436.8870 | -435.9315 | -2.4577 | -2.4402 |
| 0.6347 | 0.47 | 3610 | 0.6143 | -0.9720 | -1.2907 | 0.6620 | 0.3187 | -430.1793 | -429.9488 | -2.4687 | -2.4507 |
| 0.5758 | 0.47 | 3620 | 0.6142 | -0.9592 | -1.2771 | 0.6660 | 0.3179 | -428.8227 | -428.6710 | -2.4701 | -2.4518 |
| 0.5851 | 0.48 | 3630 | 0.6145 | -0.9787 | -1.2997 | 0.6690 | 0.3210 | -431.0766 | -430.6168 | -2.4605 | -2.4421 |
| 0.5792 | 0.48 | 3640 | 0.6144 | -1.0240 | -1.3503 | 0.6640 | 0.3264 | -436.1448 | -435.1482 | -2.4517 | -2.4333 |
| 0.6328 | 0.48 | 3650 | 0.6136 | -1.0785 | -1.4141 | 0.6630 | 0.3355 | -442.5193 | -440.6043 | -2.4517 | -2.4341 |
| 0.5169 | 0.48 | 3660 | 0.6136 | -1.1687 | -1.5162 | 0.6655 | 0.3475 | -452.7323 | -449.6213 | -2.4361 | -2.4193 |
| 0.5708 | 0.48 | 3670 | 0.6136 | -1.2193 | -1.5729 | 0.6650 | 0.3536 | -458.3980 | -454.6792 | -2.4262 | -2.4102 |
| 0.6218 | 0.48 | 3680 | 0.6138 | -1.1217 | -1.4635 | 0.6700 | 0.3418 | -447.4606 | -444.9193 | -2.4316 | -2.4147 |
| 0.6159 | 0.48 | 3690 | 0.6135 | -1.0458 | -1.3775 | 0.6645 | 0.3317 | -438.8553 | -437.3271 | -2.4344 | -2.4173 |
| 0.6424 | 0.48 | 3700 | 0.6131 | -1.0156 | -1.3406 | 0.6690 | 0.3250 | -435.1674 | -434.3116 | -2.4294 | -2.4127 |
| 0.6458 | 0.49 | 3710 | 0.6136 | -0.9696 | -1.2884 | 0.6665 | 0.3188 | -429.9492 | -429.7126 | -2.4342 | -2.4173 |
| 0.6061 | 0.49 | 3720 | 0.6134 | -0.9417 | -1.2530 | 0.6625 | 0.3112 | -426.4054 | -426.9236 | -2.4437 | -2.4274 |
| 0.5655 | 0.49 | 3730 | 0.6129 | -0.9922 | -1.3103 | 0.6585 | 0.3181 | -432.1391 | -431.9655 | -2.4445 | -2.4288 |
| 0.5771 | 0.49 | 3740 | 0.6123 | -1.0362 | -1.3626 | 0.6640 | 0.3264 | -437.3710 | -436.3723 | -2.4406 | -2.4252 |
| 0.545 | 0.49 | 3750 | 0.6121 | -1.0961 | -1.4339 | 0.6680 | 0.3377 | -444.4958 | -442.3606 | -2.4329 | -2.4175 |
| 0.5936 | 0.49 | 3760 | 0.6123 | -1.1387 | -1.4844 | 0.6650 | 0.3457 | -449.5539 | -446.6186 | -2.4249 | -2.4095 |
| 0.5423 | 0.49 | 3770 | 0.6134 | -1.2118 | -1.5678 | 0.6675 | 0.3560 | -457.8913 | -453.9317 | -2.4115 | -2.3963 |
| 0.5582 | 0.49 | 3780 | 0.6143 | -1.3007 | -1.6687 | 0.6665 | 0.3680 | -467.9823 | -462.8208 | -2.4034 | -2.3885 |
| 0.6335 | 0.5 | 3790 | 0.6135 | -1.2724 | -1.6368 | 0.6655 | 0.3645 | -464.7911 | -459.9854 | -2.4086 | -2.3936 |
| 0.6201 | 0.5 | 3800 | 0.6127 | -1.2043 | -1.5598 | 0.6685 | 0.3555 | -457.0860 | -453.1758 | -2.4176 | -2.4023 |
| 0.6459 | 0.5 | 3810 | 0.6118 | -1.1504 | -1.4996 | 0.6690 | 0.3492 | -451.0744 | -447.7943 | -2.4238 | -2.4085 |
| 0.6382 | 0.5 | 3820 | 0.6118 | -1.0880 | -1.4282 | 0.6625 | 0.3403 | -443.9344 | -441.5482 | -2.4337 | -2.4177 |
| 0.5423 | 0.5 | 3830 | 0.6126 | -1.0752 | -1.4137 | 0.6630 | 0.3385 | -442.4804 | -440.2653 | -2.4332 | -2.4167 |
| 0.6351 | 0.5 | 3840 | 0.6130 | -1.0526 | -1.3889 | 0.6625 | 0.3363 | -440.0002 | -438.0135 | -2.4357 | -2.4188 |
| 0.5856 | 0.5 | 3850 | 0.6132 | -1.0088 | -1.3390 | 0.6615 | 0.3302 | -435.0101 | -433.6245 | -2.4328 | -2.4155 |
| 0.6039 | 0.51 | 3860 | 0.6130 | -0.9962 | -1.3252 | 0.6645 | 0.3290 | -433.6270 | -432.3664 | -2.4292 | -2.4116 |
| 0.6142 | 0.51 | 3870 | 0.6130 | -1.0363 | -1.3713 | 0.6660 | 0.3350 | -438.2383 | -436.3745 | -2.4198 | -2.4027 |
| 0.6128 | 0.51 | 3880 | 0.6126 | -1.0562 | -1.3935 | 0.6685 | 0.3373 | -440.4647 | -438.3700 | -2.4229 | -2.4060 |
| 0.5771 | 0.51 | 3890 | 0.6129 | -1.1143 | -1.4607 | 0.6630 | 0.3465 | -447.1836 | -444.1776 | -2.4166 | -2.4000 |
| 0.6089 | 0.51 | 3900 | 0.6129 | -1.1517 | -1.5051 | 0.6595 | 0.3534 | -451.6172 | -447.9149 | -2.4096 | -2.3933 |
| 0.5962 | 0.51 | 3910 | 0.6135 | -1.2297 | -1.5929 | 0.6640 | 0.3632 | -460.4048 | -455.7222 | -2.3943 | -2.3782 |
| 0.6028 | 0.51 | 3920 | 0.6141 | -1.2632 | -1.6300 | 0.6625 | 0.3668 | -464.1088 | -459.0703 | -2.3852 | -2.3692 |
| 0.5829 | 0.51 | 3930 | 0.6144 | -1.2719 | -1.6401 | 0.6640 | 0.3682 | -465.1200 | -459.9415 | -2.3783 | -2.3625 |
| 0.6861 | 0.52 | 3940 | 0.6125 | -1.3075 | -1.6792 | 0.6685 | 0.3717 | -469.0307 | -463.4975 | -2.3805 | -2.3653 |
| 0.538 | 0.52 | 3950 | 0.6125 | -1.3497 | -1.7240 | 0.6695 | 0.3743 | -473.5096 | -467.7172 | -2.3714 | -2.3566 |
| 0.6141 | 0.52 | 3960 | 0.6124 | -1.3573 | -1.7321 | 0.6690 | 0.3748 | -474.3214 | -468.4812 | -2.3679 | -2.3530 |
| 0.5655 | 0.52 | 3970 | 0.6137 | -1.3834 | -1.7630 | 0.6655 | 0.3796 | -477.4090 | -471.0898 | -2.3595 | -2.3446 |
| 0.7222 | 0.52 | 3980 | 0.6141 | -1.3709 | -1.7493 | 0.6645 | 0.3785 | -476.0443 | -469.8363 | -2.3585 | -2.3434 |
| 0.6808 | 0.52 | 3990 | 0.6125 | -1.3452 | -1.7185 | 0.6640 | 0.3734 | -472.9637 | -467.2671 | -2.3647 | -2.3494 |
| 0.6083 | 0.52 | 4000 | 0.6122 | -1.4112 | -1.7912 | 0.6660 | 0.3800 | -480.2320 | -473.8741 | -2.3620 | -2.3472 |
| 0.5894 | 0.52 | 4010 | 0.6117 | -1.4239 | -1.8068 | 0.6690 | 0.3829 | -481.7857 | -475.1352 | -2.3753 | -2.3608 |
| 0.5505 | 0.53 | 4020 | 0.6107 | -1.3710 | -1.7479 | 0.6685 | 0.3770 | -475.9028 | -469.8470 | -2.3907 | -2.3762 |
| 0.5603 | 0.53 | 4030 | 0.6103 | -1.3201 | -1.6926 | 0.6640 | 0.3724 | -470.3679 | -464.7631 | -2.3949 | -2.3801 |
| 0.5443 | 0.53 | 4040 | 0.6113 | -1.3058 | -1.6789 | 0.6640 | 0.3731 | -468.9954 | -463.3285 | -2.3889 | -2.3736 |
| 0.602 | 0.53 | 4050 | 0.6118 | -1.3440 | -1.7218 | 0.6650 | 0.3779 | -473.2949 | -467.1461 | -2.3782 | -2.3630 |
| 0.6865 | 0.53 | 4060 | 0.6116 | -1.2918 | -1.6658 | 0.6630 | 0.3741 | -467.6927 | -461.9251 | -2.3818 | -2.3661 |
| 0.5712 | 0.53 | 4070 | 0.6122 | -1.2839 | -1.6608 | 0.6655 | 0.3769 | -467.1933 | -461.1422 | -2.3814 | -2.3657 |
| 0.5086 | 0.53 | 4080 | 0.6120 | -1.3058 | -1.6867 | 0.6635 | 0.3809 | -469.7808 | -463.3338 | -2.3840 | -2.3687 |
| 0.6036 | 0.54 | 4090 | 0.6132 | -1.3522 | -1.7409 | 0.6670 | 0.3887 | -475.1984 | -467.9704 | -2.3819 | -2.3666 |
| 0.6175 | 0.54 | 4100 | 0.6129 | -1.3540 | -1.7427 | 0.6630 | 0.3887 | -475.3802 | -468.1484 | -2.3884 | -2.3732 |
| 0.5335 | 0.54 | 4110 | 0.6126 | -1.3234 | -1.7093 | 0.6655 | 0.3859 | -472.0410 | -465.0862 | -2.3903 | -2.3750 |
| 0.5439 | 0.54 | 4120 | 0.6133 | -1.2514 | -1.6309 | 0.6660 | 0.3795 | -464.2002 | -457.8871 | -2.3826 | -2.3668 |
| 0.5798 | 0.54 | 4130 | 0.6135 | -1.2421 | -1.6217 | 0.6650 | 0.3796 | -463.2823 | -456.9606 | -2.3756 | -2.3600 |
| 0.5875 | 0.54 | 4140 | 0.6132 | -1.2480 | -1.6304 | 0.6680 | 0.3824 | -464.1453 | -457.5472 | -2.3784 | -2.3628 |
| 0.6093 | 0.54 | 4150 | 0.6121 | -1.2028 | -1.5811 | 0.6685 | 0.3782 | -459.2161 | -453.0315 | -2.3913 | -2.3756 |
| 0.6094 | 0.54 | 4160 | 0.6126 | -1.1965 | -1.5764 | 0.6675 | 0.3799 | -458.7521 | -452.4034 | -2.3903 | -2.3746 |
| 0.5578 | 0.55 | 4170 | 0.6135 | -1.1913 | -1.5715 | 0.6640 | 0.3802 | -458.2640 | -451.8808 | -2.3806 | -2.3649 |
| 0.5732 | 0.55 | 4180 | 0.6135 | -1.2209 | -1.6056 | 0.6635 | 0.3847 | -461.6699 | -454.8421 | -2.3748 | -2.3598 |
| 0.6302 | 0.55 | 4190 | 0.6119 | -1.2402 | -1.6244 | 0.6675 | 0.3842 | -463.5510 | -456.7697 | -2.3702 | -2.3560 |
| 0.5961 | 0.55 | 4200 | 0.6114 | -1.2962 | -1.6845 | 0.6645 | 0.3883 | -469.5615 | -462.3665 | -2.3610 | -2.3472 |
| 0.5818 | 0.55 | 4210 | 0.6110 | -1.3111 | -1.7016 | 0.6660 | 0.3904 | -471.2656 | -463.8641 | -2.3614 | -2.3477 |
| 0.5239 | 0.55 | 4220 | 0.6106 | -1.3856 | -1.7838 | 0.6650 | 0.3982 | -479.4876 | -471.3082 | -2.3499 | -2.3371 |
| 0.6414 | 0.55 | 4230 | 0.6106 | -1.3526 | -1.7466 | 0.6625 | 0.3940 | -475.7720 | -468.0067 | -2.3459 | -2.3327 |
| 0.5823 | 0.55 | 4240 | 0.6103 | -1.3410 | -1.7315 | 0.6665 | 0.3905 | -474.2635 | -466.8490 | -2.3409 | -2.3276 |
| 0.5697 | 0.56 | 4250 | 0.6097 | -1.3256 | -1.7137 | 0.6630 | 0.3881 | -472.4780 | -465.3107 | -2.3411 | -2.3279 |
| 0.6178 | 0.56 | 4260 | 0.6091 | -1.3146 | -1.7002 | 0.6640 | 0.3856 | -471.1262 | -464.2101 | -2.3492 | -2.3361 |
| 0.5538 | 0.56 | 4270 | 0.6090 | -1.3202 | -1.7063 | 0.6645 | 0.3861 | -471.7410 | -464.7739 | -2.3483 | -2.3354 |
| 0.5863 | 0.56 | 4280 | 0.6093 | -1.3589 | -1.7489 | 0.6655 | 0.3900 | -476.0021 | -468.6414 | -2.3455 | -2.3329 |
| 0.7136 | 0.56 | 4290 | 0.6085 | -1.3297 | -1.7127 | 0.6650 | 0.3830 | -472.3789 | -465.7173 | -2.3507 | -2.3380 |
| 0.5972 | 0.56 | 4300 | 0.6079 | -1.3082 | -1.6882 | 0.6645 | 0.3800 | -469.9287 | -463.5664 | -2.3609 | -2.3482 |
| 0.5835 | 0.56 | 4310 | 0.6075 | -1.3021 | -1.6804 | 0.6640 | 0.3783 | -469.1508 | -462.9638 | -2.3665 | -2.3537 |
| 0.6176 | 0.57 | 4320 | 0.6073 | -1.2384 | -1.6101 | 0.6610 | 0.3718 | -462.1248 | -456.5874 | -2.3729 | -2.3594 |
| 0.5657 | 0.57 | 4330 | 0.6068 | -1.2357 | -1.6063 | 0.6655 | 0.3706 | -461.7419 | -456.3203 | -2.3783 | -2.3649 |
| 0.5632 | 0.57 | 4340 | 0.6075 | -1.2425 | -1.6167 | 0.6630 | 0.3743 | -462.7846 | -456.9960 | -2.3777 | -2.3639 |
| 0.5542 | 0.57 | 4350 | 0.6082 | -1.2211 | -1.5968 | 0.6610 | 0.3757 | -460.7910 | -454.8632 | -2.3769 | -2.3625 |
| 0.5563 | 0.57 | 4360 | 0.6087 | -1.2121 | -1.5894 | 0.6655 | 0.3773 | -460.0541 | -453.9595 | -2.3772 | -2.3623 |
| 0.6174 | 0.57 | 4370 | 0.6090 | -1.2275 | -1.6065 | 0.6655 | 0.3790 | -461.7597 | -455.4985 | -2.3718 | -2.3571 |
| 0.5537 | 0.57 | 4380 | 0.6089 | -1.2755 | -1.6611 | 0.6630 | 0.3857 | -467.2224 | -460.2952 | -2.3658 | -2.3511 |
| 0.5696 | 0.57 | 4390 | 0.6087 | -1.2992 | -1.6884 | 0.6630 | 0.3891 | -469.9460 | -462.6728 | -2.3660 | -2.3512 |
| 0.6052 | 0.58 | 4400 | 0.6088 | -1.2843 | -1.6719 | 0.6640 | 0.3876 | -468.2998 | -461.1801 | -2.3670 | -2.3520 |
| 0.5886 | 0.58 | 4410 | 0.6096 | -1.2518 | -1.6381 | 0.6680 | 0.3862 | -464.9155 | -457.9314 | -2.3629 | -2.3476 |
| 0.586 | 0.58 | 4420 | 0.6092 | -1.2219 | -1.6049 | 0.6705 | 0.3830 | -461.5989 | -454.9422 | -2.3620 | -2.3466 |
| 0.5653 | 0.58 | 4430 | 0.6092 | -1.2220 | -1.6058 | 0.6685 | 0.3838 | -461.6927 | -454.9484 | -2.3646 | -2.3493 |
| 0.5427 | 0.58 | 4440 | 0.6097 | -1.2912 | -1.6855 | 0.6670 | 0.3944 | -469.6636 | -461.8674 | -2.3584 | -2.3431 |
| 0.6427 | 0.58 | 4450 | 0.6095 | -1.2999 | -1.6954 | 0.6650 | 0.3955 | -470.6503 | -462.7432 | -2.3661 | -2.3506 |
| 0.5438 | 0.58 | 4460 | 0.6078 | -1.3272 | -1.7233 | 0.6660 | 0.3961 | -473.4425 | -465.4693 | -2.3749 | -2.3599 |
| 0.6207 | 0.58 | 4470 | 0.6082 | -1.4102 | -1.8150 | 0.6655 | 0.4048 | -482.6093 | -473.7710 | -2.3687 | -2.3542 |
| 0.5768 | 0.59 | 4480 | 0.6080 | -1.4470 | -1.8543 | 0.6655 | 0.4073 | -486.5352 | -477.4463 | -2.3649 | -2.3507 |
| 0.583 | 0.59 | 4490 | 0.6082 | -1.4630 | -1.8713 | 0.6680 | 0.4083 | -488.2443 | -479.0501 | -2.3612 | -2.3469 |
| 0.531 | 0.59 | 4500 | 0.6085 | -1.4314 | -1.8384 | 0.6640 | 0.4070 | -484.9482 | -475.8860 | -2.3648 | -2.3505 |
| 0.5774 | 0.59 | 4510 | 0.6080 | -1.4081 | -1.8115 | 0.6655 | 0.4034 | -482.2588 | -473.5545 | -2.3643 | -2.3501 |
| 0.5757 | 0.59 | 4520 | 0.6074 | -1.4011 | -1.8027 | 0.6645 | 0.4015 | -481.3769 | -472.8622 | -2.3612 | -2.3472 |
| 0.6138 | 0.59 | 4530 | 0.6079 | -1.3853 | -1.7881 | 0.6640 | 0.4028 | -479.9247 | -471.2820 | -2.3578 | -2.3434 |
| 0.6412 | 0.59 | 4540 | 0.6090 | -1.3856 | -1.7915 | 0.6685 | 0.4059 | -480.2601 | -471.3085 | -2.3510 | -2.3363 |
| 0.6387 | 0.6 | 4550 | 0.6085 | -1.3671 | -1.7706 | 0.6700 | 0.4035 | -478.1710 | -469.4595 | -2.3546 | -2.3398 |
| 0.6527 | 0.6 | 4560 | 0.6076 | -1.3293 | -1.7265 | 0.6695 | 0.3972 | -473.7643 | -465.6805 | -2.3617 | -2.3467 |
| 0.6187 | 0.6 | 4570 | 0.6070 | -1.2703 | -1.6581 | 0.6655 | 0.3878 | -466.9198 | -459.7823 | -2.3709 | -2.3556 |
| 0.5671 | 0.6 | 4580 | 0.6069 | -1.2354 | -1.6189 | 0.6665 | 0.3835 | -463.0015 | -456.2862 | -2.3760 | -2.3605 |
| 0.5615 | 0.6 | 4590 | 0.6073 | -1.2305 | -1.6122 | 0.6640 | 0.3817 | -462.3292 | -455.7953 | -2.3773 | -2.3618 |
| 0.5716 | 0.6 | 4600 | 0.6075 | -1.2738 | -1.6620 | 0.6645 | 0.3882 | -467.3115 | -460.1276 | -2.3730 | -2.3582 |
| 0.6994 | 0.6 | 4610 | 0.6072 | -1.2497 | -1.6347 | 0.6665 | 0.3849 | -464.5757 | -457.7208 | -2.3777 | -2.3629 |
| 0.5692 | 0.6 | 4620 | 0.6064 | -1.2480 | -1.6324 | 0.6675 | 0.3843 | -464.3478 | -457.5532 | -2.3810 | -2.3665 |
| 0.6417 | 0.61 | 4630 | 0.6064 | -1.2718 | -1.6597 | 0.6655 | 0.3879 | -467.0786 | -459.9271 | -2.3775 | -2.3633 |
| 0.5776 | 0.61 | 4640 | 0.6066 | -1.2728 | -1.6606 | 0.6680 | 0.3878 | -467.1727 | -460.0281 | -2.3752 | -2.3608 |
| 0.5816 | 0.61 | 4650 | 0.6066 | -1.2339 | -1.6182 | 0.6715 | 0.3843 | -462.9325 | -456.1402 | -2.3803 | -2.3653 |
| 0.6182 | 0.61 | 4660 | 0.6067 | -1.2355 | -1.6206 | 0.6725 | 0.3851 | -463.1687 | -456.3025 | -2.3818 | -2.3668 |
| 0.6184 | 0.61 | 4670 | 0.6065 | -1.2204 | -1.6020 | 0.6730 | 0.3816 | -461.3111 | -454.7910 | -2.3838 | -2.3689 |
| 0.7167 | 0.61 | 4680 | 0.6063 | -1.1829 | -1.5569 | 0.6720 | 0.3740 | -456.8003 | -451.0386 | -2.3845 | -2.3691 |
| 0.6275 | 0.61 | 4690 | 0.6053 | -1.1718 | -1.5449 | 0.6765 | 0.3731 | -455.6019 | -449.9286 | -2.3861 | -2.3711 |
| 0.6771 | 0.62 | 4700 | 0.6052 | -1.1293 | -1.4940 | 0.6720 | 0.3646 | -450.5074 | -445.6831 | -2.3901 | -2.3747 |
| 0.5374 | 0.62 | 4710 | 0.6049 | -1.1402 | -1.5062 | 0.6730 | 0.3660 | -451.7311 | -446.7706 | -2.3915 | -2.3762 |
| 0.6618 | 0.62 | 4720 | 0.6050 | -1.1356 | -1.5011 | 0.6735 | 0.3655 | -451.2221 | -446.3118 | -2.3926 | -2.3770 |
| 0.5748 | 0.62 | 4730 | 0.6047 | -1.1772 | -1.5464 | 0.6730 | 0.3692 | -455.7526 | -450.4693 | -2.3833 | -2.3679 |
| 0.5787 | 0.62 | 4740 | 0.6052 | -1.2308 | -1.6054 | 0.6740 | 0.3746 | -461.6516 | -455.8304 | -2.3719 | -2.3567 |
| 0.5646 | 0.62 | 4750 | 0.6055 | -1.2672 | -1.6459 | 0.6715 | 0.3788 | -465.7005 | -459.4644 | -2.3647 | -2.3497 |
| 0.6502 | 0.62 | 4760 | 0.6065 | -1.2693 | -1.6472 | 0.6685 | 0.3779 | -465.8286 | -459.6805 | -2.3614 | -2.3465 |
| 0.5963 | 0.62 | 4770 | 0.6069 | -1.2670 | -1.6452 | 0.6705 | 0.3782 | -465.6266 | -459.4496 | -2.3618 | -2.3467 |
| 0.5687 | 0.63 | 4780 | 0.6083 | -1.2872 | -1.6667 | 0.6660 | 0.3795 | -467.7753 | -461.4662 | -2.3575 | -2.3423 |
| 0.644 | 0.63 | 4790 | 0.6084 | -1.2855 | -1.6635 | 0.6670 | 0.3780 | -467.4568 | -461.2979 | -2.3562 | -2.3410 |
| 0.6323 | 0.63 | 4800 | 0.6083 | -1.2909 | -1.6675 | 0.6655 | 0.3766 | -467.8597 | -461.8417 | -2.3520 | -2.3370 |
| 0.575 | 0.63 | 4810 | 0.6071 | -1.3168 | -1.6989 | 0.6675 | 0.3821 | -471.0045 | -464.4340 | -2.3510 | -2.3364 |
| 0.645 | 0.63 | 4820 | 0.6062 | -1.3283 | -1.7136 | 0.6690 | 0.3853 | -472.4665 | -465.5768 | -2.3563 | -2.3418 |
| 0.5161 | 0.63 | 4830 | 0.6059 | -1.3482 | -1.7355 | 0.6685 | 0.3873 | -474.6637 | -467.5699 | -2.3577 | -2.3437 |
| 0.5804 | 0.63 | 4840 | 0.6062 | -1.3654 | -1.7547 | 0.6685 | 0.3893 | -476.5826 | -469.2888 | -2.3566 | -2.3427 |
| 0.571 | 0.63 | 4850 | 0.6069 | -1.4012 | -1.7944 | 0.6705 | 0.3932 | -480.5474 | -472.8697 | -2.3505 | -2.3366 |
| 0.5553 | 0.64 | 4860 | 0.6074 | -1.4313 | -1.8287 | 0.6705 | 0.3975 | -483.9844 | -475.8781 | -2.3444 | -2.3307 |
| 0.5774 | 0.64 | 4870 | 0.6080 | -1.5003 | -1.9043 | 0.6700 | 0.4040 | -491.5416 | -482.7806 | -2.3361 | -2.3231 |
| 0.5515 | 0.64 | 4880 | 0.6097 | -1.5513 | -1.9610 | 0.6755 | 0.4097 | -497.2055 | -487.8764 | -2.3208 | -2.3077 |
| 0.6337 | 0.64 | 4890 | 0.6100 | -1.5310 | -1.9385 | 0.6730 | 0.4075 | -494.9562 | -485.8458 | -2.3206 | -2.3071 |
| 0.5866 | 0.64 | 4900 | 0.6095 | -1.4995 | -1.9040 | 0.6770 | 0.4045 | -491.5080 | -482.6980 | -2.3238 | -2.3102 |
| 0.5647 | 0.64 | 4910 | 0.6100 | -1.5086 | -1.9153 | 0.6750 | 0.4067 | -492.6382 | -483.6107 | -2.3202 | -2.3065 |
| 0.5853 | 0.64 | 4920 | 0.6107 | -1.5200 | -1.9283 | 0.6710 | 0.4083 | -493.9432 | -484.7543 | -2.3136 | -2.3000 |
| 0.5357 | 0.65 | 4930 | 0.6109 | -1.5621 | -1.9755 | 0.6710 | 0.4134 | -498.6618 | -488.9641 | -2.3044 | -2.2915 |
| 0.5771 | 0.65 | 4940 | 0.6104 | -1.5724 | -1.9886 | 0.6705 | 0.4162 | -499.9727 | -489.9909 | -2.3034 | -2.2909 |
| 0.6244 | 0.65 | 4950 | 0.6088 | -1.5091 | -1.9208 | 0.6690 | 0.4117 | -493.1936 | -483.6585 | -2.3098 | -2.2972 |
| 0.6303 | 0.65 | 4960 | 0.6076 | -1.4571 | -1.8616 | 0.6675 | 0.4045 | -487.2698 | -478.4640 | -2.3175 | -2.3047 |
| 0.6038 | 0.65 | 4970 | 0.6065 | -1.4138 | -1.8135 | 0.6665 | 0.3997 | -482.4593 | -474.1258 | -2.3254 | -2.3127 |
| 0.5813 | 0.65 | 4980 | 0.6059 | -1.4060 | -1.8064 | 0.6670 | 0.4003 | -481.7451 | -473.3541 | -2.3301 | -2.3177 |
| 0.6386 | 0.65 | 4990 | 0.6056 | -1.4087 | -1.8092 | 0.6690 | 0.4005 | -482.0347 | -473.6238 | -2.3296 | -2.3173 |
| 0.5541 | 0.65 | 5000 | 0.6063 | -1.4046 | -1.8043 | 0.6680 | 0.3996 | -481.5383 | -473.2132 | -2.3281 | -2.3157 |
| 0.5711 | 0.66 | 5010 | 0.6074 | -1.4198 | -1.8227 | 0.6625 | 0.4029 | -483.3791 | -474.7254 | -2.3221 | -2.3095 |
| 0.581 | 0.66 | 5020 | 0.6066 | -1.4242 | -1.8285 | 0.6670 | 0.4043 | -483.9621 | -475.1689 | -2.3250 | -2.3125 |
| 0.5567 | 0.66 | 5030 | 0.6062 | -1.3981 | -1.7988 | 0.6685 | 0.4007 | -480.9871 | -472.5576 | -2.3259 | -2.3132 |
| 0.6432 | 0.66 | 5040 | 0.6064 | -1.3544 | -1.7481 | 0.6660 | 0.3937 | -475.9248 | -468.1942 | -2.3287 | -2.3157 |
| 0.5867 | 0.66 | 5050 | 0.6065 | -1.3267 | -1.7154 | 0.6660 | 0.3887 | -472.6463 | -465.4153 | -2.3287 | -2.3153 |
| 0.6339 | 0.66 | 5060 | 0.6065 | -1.3145 | -1.7008 | 0.6675 | 0.3863 | -471.1906 | -464.2018 | -2.3257 | -2.3122 |
| 0.5926 | 0.66 | 5070 | 0.6058 | -1.3217 | -1.7079 | 0.6665 | 0.3862 | -471.9014 | -464.9194 | -2.3274 | -2.3143 |
| 0.5513 | 0.66 | 5080 | 0.6063 | -1.3381 | -1.7276 | 0.6655 | 0.3895 | -473.8685 | -466.5625 | -2.3230 | -2.3099 |
| 0.5409 | 0.67 | 5090 | 0.6059 | -1.3585 | -1.7519 | 0.6670 | 0.3934 | -476.3036 | -468.5992 | -2.3208 | -2.3079 |
| 0.6739 | 0.67 | 5100 | 0.6048 | -1.3714 | -1.7666 | 0.6690 | 0.3952 | -477.7746 | -469.8893 | -2.3227 | -2.3101 |
| 0.625 | 0.67 | 5110 | 0.6042 | -1.3673 | -1.7623 | 0.6705 | 0.3950 | -477.3434 | -469.4795 | -2.3219 | -2.3094 |
| 0.5985 | 0.67 | 5120 | 0.6042 | -1.3484 | -1.7413 | 0.6720 | 0.3929 | -475.2369 | -467.5905 | -2.3202 | -2.3079 |
The model card is truncated. Read the rest on Hugging Face.
- Library
- peft
- Type
- llama
- License
- apache-2.0
- Created
- Feb 13, 2024
- Updated
- Feb 15, 2024