metadata
tags:
- generated_from_trainer
model-index:
- name: patentbert-cased-2b-seq-2560
results: []
from transformers import AutoModel, AutoTokenizer
# Load pre-trained model and tokenizer
model_name = "dheerajpai/patentbert-cased-2b-seq-2560"
model = AutoModel.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
# Tokenize input text
input_text = "A method for predicting the future"
input_ids = tokenizer(input_text, return_tensors="pt")
# Get embeddings
import torch
with torch.no_grad():
outputs = model(**input_ids)
embeddings = outputs.last_hidden_state
# Print embeddings
print(embeddings)
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.
patentbert-cased-2b-seq-2560
This model is a foundational model that is trained on HUPD Dataset. It achieves the following results on the evaluation set:
- Loss: 0.7631
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 10.3108 | 0.0 | 500 | 10.2972 |
| 10.1051 | 0.0 | 1000 | 10.0832 |
| 9.8252 | 0.0 | 1500 | nan |
| 9.585 | 0.0 | 2000 | 9.5358 |
| 9.3422 | 0.0 | 2500 | 9.3382 |
| 9.171 | 0.0 | 3000 | 9.1602 |
| 8.8067 | 0.0 | 3500 | 8.8285 |
| 8.6069 | 0.0 | 4000 | 8.6089 |
| 8.3746 | 0.0 | 4500 | 8.4192 |
| 8.0536 | 0.0 | 5000 | 8.0997 |
| 7.8671 | 0.01 | 5500 | 7.8348 |
| 7.6091 | 0.01 | 6000 | 7.6633 |
| 7.3797 | 0.01 | 6500 | 7.3655 |
| 7.2716 | 0.01 | 7000 | 7.1536 |
| 7.0645 | 0.01 | 7500 | 6.9757 |
| 7.1671 | 0.01 | 8000 | 7.1558 |
| 6.9607 | 0.01 | 8500 | 7.1138 |
| 7.0289 | 0.01 | 9000 | 6.8836 |
| 6.8139 | 0.01 | 9500 | 6.7857 |
| 6.8424 | 0.01 | 10000 | 6.9236 |
| 6.7113 | 0.01 | 10500 | 6.9056 |
| 6.8353 | 0.01 | 11000 | 6.8248 |
| 6.7775 | 0.01 | 11500 | 6.7361 |
| 6.7572 | 0.01 | 12000 | 6.5039 |
| 6.5891 | 0.01 | 12500 | 6.7092 |
| 6.6666 | 0.01 | 13000 | 6.7711 |
| 6.5264 | 0.01 | 13500 | 6.5961 |
| 6.6102 | 0.01 | 14000 | 6.6122 |
| 6.6613 | 0.01 | 14500 | 6.5437 |
| 6.5007 | 0.01 | 15000 | 6.6745 |
| 6.5923 | 0.02 | 15500 | 6.4211 |
| 6.4733 | 0.02 | 16000 | nan |
| 6.5177 | 0.02 | 16500 | 6.4441 |
| 6.4695 | 0.02 | 17000 | 6.4167 |
| 6.468 | 0.02 | 17500 | nan |
| 6.4366 | 0.02 | 18000 | 6.4643 |
| 6.3223 | 0.02 | 18500 | 6.3400 |
| 6.4059 | 0.02 | 19000 | 6.4455 |
| 6.3487 | 0.02 | 19500 | 6.4198 |
| 6.2694 | 0.02 | 20000 | 6.2709 |
| 6.3494 | 0.02 | 20500 | 6.3544 |
| 6.4325 | 0.02 | 21000 | 6.3966 |
| 6.1486 | 0.02 | 21500 | 6.1809 |
| 6.2384 | 0.02 | 22000 | 6.1942 |
| 6.3231 | 0.02 | 22500 | 6.1774 |
| 6.22 | 0.02 | 23000 | 6.1428 |
| 6.2379 | 0.02 | 23500 | 6.1543 |
| 6.1446 | 0.02 | 24000 | 6.4025 |
| 6.2554 | 0.02 | 24500 | 6.2696 |
| 6.1878 | 0.02 | 25000 | 6.1100 |
| 6.1791 | 0.03 | 25500 | 6.2361 |
| 5.9089 | 0.03 | 26000 | 6.0577 |
| 6.1151 | 0.03 | 26500 | 5.9858 |
| 6.08 | 0.03 | 27000 | 6.0933 |
| 6.1131 | 0.03 | 27500 | 6.1432 |
| 6.1 | 0.03 | 28000 | 6.0211 |
| 6.0719 | 0.03 | 28500 | 6.0765 |
| 6.0946 | 0.03 | 29000 | 5.9564 |
| 5.97 | 0.03 | 29500 | 6.1308 |
| 5.9956 | 0.03 | 30000 | 5.9477 |
| 6.0646 | 0.03 | 30500 | 5.8772 |
| 6.0831 | 0.03 | 31000 | 5.8322 |
| 6.104 | 0.03 | 31500 | 6.0062 |
| 5.8465 | 0.03 | 32000 | 5.7755 |
| 5.9233 | 0.03 | 32500 | 6.0247 |
| 5.9325 | 0.03 | 33000 | 5.8521 |
| 5.9619 | 0.03 | 33500 | 5.9103 |
| 5.948 | 0.03 | 34000 | 5.7352 |
| 5.8996 | 0.03 | 34500 | 5.8461 |
| 5.8479 | 0.03 | 35000 | 5.8702 |
| 5.8515 | 0.04 | 35500 | 5.8775 |
| 5.8718 | 0.04 | 36000 | 5.8950 |
| 5.9758 | 0.04 | 36500 | 5.9297 |
| 5.8583 | 0.04 | 37000 | 5.6992 |
| 5.8591 | 0.04 | 37500 | 5.7497 |
| 5.7199 | 0.04 | 38000 | 5.6971 |
| 5.858 | 0.04 | 38500 | 5.7512 |
| 5.8578 | 0.04 | 39000 | 5.7475 |
| 5.7426 | 0.04 | 39500 | 5.7610 |
| 5.7427 | 0.04 | 40000 | 5.7675 |
| 5.7374 | 0.04 | 40500 | 5.7163 |
| 5.6564 | 0.04 | 41000 | 5.7539 |
| 5.7734 | 0.04 | 41500 | 5.7654 |
| 5.7775 | 0.04 | 42000 | 5.6227 |
| 5.6601 | 0.04 | 42500 | 5.8363 |
| 5.7822 | 0.04 | 43000 | 5.7640 |
| 5.659 | 0.04 | 43500 | 5.5969 |
| 5.7551 | 0.04 | 44000 | 5.5721 |
| 5.5936 | 0.04 | 44500 | 5.6323 |
| 5.6782 | 0.04 | 45000 | 5.6320 |
| 5.6217 | 0.05 | 45500 | 5.7216 |
| 5.6243 | 0.05 | 46000 | 5.7571 |
| 5.5589 | 0.05 | 46500 | 5.6128 |
| 5.6897 | 0.05 | 47000 | 5.4603 |
| 5.5028 | 0.05 | 47500 | 5.6687 |
| 5.628 | 0.05 | 48000 | 5.5962 |
| 5.6578 | 0.05 | 48500 | 5.5450 |
| 5.5513 | 0.05 | 49000 | 5.6963 |
| 5.6322 | 0.05 | 49500 | 5.5455 |
| 5.5783 | 0.05 | 50000 | 5.4846 |
| 5.5091 | 0.05 | 50500 | 5.5800 |
| 5.5177 | 0.05 | 51000 | 5.5642 |
| 5.5917 | 0.05 | 51500 | 5.4345 |
| 5.5996 | 0.05 | 52000 | 5.5709 |
| 5.4707 | 0.05 | 52500 | 5.4512 |
| 5.5662 | 0.05 | 53000 | 5.5459 |
| 5.6362 | 0.05 | 53500 | 5.3636 |
| 5.4621 | 0.05 | 54000 | 5.4129 |
| 5.5071 | 0.05 | 54500 | 5.4666 |
| 5.4123 | 0.05 | 55000 | 5.5095 |
| 5.5336 | 0.06 | 55500 | 5.4275 |
| 5.4836 | 0.06 | 56000 | 5.4120 |
| 5.5995 | 0.06 | 56500 | 5.4324 |
| 5.5469 | 0.06 | 57000 | 5.2927 |
| 5.4154 | 0.06 | 57500 | 5.4637 |
| 5.471 | 0.06 | 58000 | 5.3241 |
| 5.5797 | 0.06 | 58500 | 5.4726 |
| 5.5169 | 0.06 | 59000 | 5.5312 |
| 5.3527 | 0.06 | 59500 | 5.5792 |
| 5.4948 | 0.06 | 60000 | 5.6725 |
| 5.3375 | 0.06 | 60500 | 5.3917 |
| 5.3983 | 0.06 | 61000 | 5.4772 |
| 5.3293 | 0.06 | 61500 | 5.4511 |
| 5.4525 | 0.06 | 62000 | 5.3458 |
| 5.519 | 0.06 | 62500 | 5.3215 |
| 5.4592 | 0.06 | 63000 | 5.2476 |
| 5.5163 | 0.06 | 63500 | 5.4829 |
| 5.3263 | 0.06 | 64000 | 5.2511 |
| 5.4157 | 0.06 | 64500 | 5.5367 |
| 5.5014 | 0.06 | 65000 | 5.4259 |
| 5.2952 | 0.07 | 65500 | 5.1938 |
| 5.3977 | 0.07 | 66000 | 5.5348 |
| 5.3704 | 0.07 | 66500 | 5.3582 |
| 5.3516 | 0.07 | 67000 | 5.4562 |
| 5.3519 | 0.07 | 67500 | 5.2855 |
| 5.4913 | 0.07 | 68000 | 5.3189 |
| 5.4046 | 0.07 | 68500 | 5.3860 |
| 5.2793 | 0.07 | 69000 | 5.3688 |
| 5.3197 | 0.07 | 69500 | nan |
| 5.2306 | 0.07 | 70000 | 5.3194 |
| 5.4705 | 0.07 | 70500 | nan |
| 5.2994 | 0.07 | 71000 | 5.1970 |
| 5.2489 | 0.07 | 71500 | nan |
| 5.35 | 0.07 | 72000 | 5.1307 |
| 5.367 | 0.07 | 72500 | 5.1823 |
| 5.3014 | 0.07 | 73000 | 5.3477 |
| 5.3133 | 0.07 | 73500 | 5.2823 |
| 5.308 | 0.07 | 74000 | 5.3723 |
| 5.228 | 0.07 | 74500 | 5.3760 |
| 5.3351 | 0.07 | 75000 | 5.2688 |
| 5.3312 | 0.08 | 75500 | 5.3148 |
| 5.2935 | 0.08 | 76000 | 5.4694 |
| 5.2833 | 0.08 | 76500 | 5.2810 |
| 5.2742 | 0.08 | 77000 | 5.1937 |
| 5.1953 | 0.08 | 77500 | 5.2168 |
| 5.2382 | 0.08 | 78000 | nan |
| 5.1734 | 0.08 | 78500 | 5.1098 |
| 5.3006 | 0.08 | 79000 | 5.3727 |
| 5.1816 | 0.08 | 79500 | 5.3007 |
| 5.3119 | 0.08 | 80000 | nan |
| 5.2583 | 0.08 | 80500 | 5.0899 |
| 5.0782 | 0.08 | 81000 | 5.3198 |
| 5.3114 | 0.08 | 81500 | 5.2453 |
| 5.272 | 0.08 | 82000 | 5.1199 |
| 5.2827 | 0.08 | 82500 | 5.1879 |
| 5.3218 | 0.08 | 83000 | 5.0042 |
| 5.1726 | 0.08 | 83500 | nan |
| 5.3344 | 0.08 | 84000 | nan |
| 5.2826 | 0.08 | 84500 | 5.2514 |
| 5.3085 | 0.08 | 85000 | 5.1459 |
| 5.2664 | 0.09 | 85500 | 5.2593 |
| 5.3743 | 0.09 | 86000 | 5.3096 |
| 5.341 | 0.09 | 86500 | 5.3054 |
| 5.2509 | 0.09 | 87000 | 5.2503 |
| 5.2329 | 0.09 | 87500 | 5.1273 |
| 5.3716 | 0.09 | 88000 | 5.1140 |
| 5.0893 | 0.09 | 88500 | 5.2895 |
| 5.2501 | 0.09 | 89000 | 5.3515 |
| 5.2556 | 0.09 | 89500 | 5.3965 |
| 5.2715 | 0.09 | 90000 | 4.9594 |
| 5.1421 | 0.09 | 90500 | 5.4293 |
| 5.2206 | 0.09 | 91000 | 5.1499 |
| 5.0447 | 0.09 | 91500 | 5.1303 |
| 5.1432 | 0.09 | 92000 | nan |
| 5.1847 | 0.09 | 92500 | 5.3791 |
| 5.1638 | 0.09 | 93000 | 4.9793 |
| 5.1862 | 0.09 | 93500 | 5.1570 |
| 5.1576 | 0.09 | 94000 | 5.0856 |
| 5.2095 | 0.09 | 94500 | 5.1610 |
| 5.1446 | 0.09 | 95000 | 5.0668 |
| 5.1084 | 0.1 | 95500 | 5.1512 |
| 5.2135 | 0.1 | 96000 | 5.3496 |
| 5.2005 | 0.1 | 96500 | nan |
| 5.0792 | 0.1 | 97000 | 4.9646 |
| 5.0845 | 0.1 | 97500 | 5.1137 |
| 5.3104 | 0.1 | 98000 | 5.1792 |
| 5.2235 | 0.1 | 98500 | 4.9565 |
| 5.0976 | 0.1 | 99000 | 5.2577 |
| 5.3409 | 0.1 | 99500 | 5.1923 |
| 5.0521 | 0.1 | 100000 | 5.0434 |
| 5.25 | 0.1 | 100500 | nan |
| 5.1161 | 0.1 | 101000 | 5.1386 |
| 5.0612 | 0.1 | 101500 | nan |
| 5.0001 | 0.1 | 102000 | 5.1310 |
| 5.2386 | 0.1 | 102500 | 5.0340 |
| 5.2105 | 0.1 | 103000 | 5.1773 |
| 5.2084 | 0.1 | 103500 | 5.1247 |
| 5.0763 | 0.1 | 104000 | 5.1326 |
| 5.1643 | 0.1 | 104500 | 5.1616 |
| 5.084 | 0.1 | 105000 | 5.0687 |
| 5.1146 | 0.11 | 105500 | 5.2083 |
| 5.1201 | 0.11 | 106000 | 5.1106 |
| 5.0894 | 0.11 | 106500 | 5.0553 |
| 5.1971 | 0.11 | 107000 | 5.2672 |
| 5.1201 | 0.11 | 107500 | 5.1432 |
| 5.0814 | 0.11 | 108000 | nan |
| 5.073 | 0.11 | 108500 | 5.2188 |
| 5.0756 | 0.11 | 109000 | 5.2541 |
| 5.0874 | 0.11 | 109500 | 5.1205 |
| 5.1272 | 0.11 | 110000 | 5.1913 |
| 4.8945 | 0.11 | 110500 | nan |
| 5.0255 | 0.11 | 111000 | 5.1739 |
| 5.104 | 0.11 | 111500 | 5.0617 |
| 5.1365 | 0.11 | 112000 | 4.8285 |
| 5.1029 | 0.11 | 112500 | 5.1033 |
| 5.0535 | 0.11 | 113000 | 4.9960 |
| 4.9839 | 0.11 | 113500 | 4.9242 |
| 5.0797 | 0.11 | 114000 | nan |
| 4.9397 | 0.11 | 114500 | 5.0119 |
| 5.0802 | 0.11 | 115000 | 5.0234 |
| 5.0841 | 0.12 | 115500 | 5.0896 |
| 5.0425 | 0.12 | 116000 | 5.1255 |
| 5.0101 | 0.12 | 116500 | 5.1633 |
| 5.0221 | 0.12 | 117000 | 4.9497 |
| 5.1098 | 0.12 | 117500 | nan |
| 5.0613 | 0.12 | 118000 | 5.0107 |
| 5.1104 | 0.12 | 118500 | 4.8609 |
| 4.993 | 0.12 | 119000 | nan |
| 5.059 | 0.12 | 119500 | 5.1214 |
| 4.9553 | 0.12 | 120000 | 5.0494 |
| 5.1097 | 0.12 | 120500 | 4.8121 |
| 5.0657 | 0.12 | 121000 | 4.9866 |
| 5.0954 | 0.12 | 121500 | 5.0809 |
| 4.974 | 0.12 | 122000 | 5.1170 |
| 5.0931 | 0.12 | 122500 | 5.1628 |
| 5.0726 | 0.12 | 123000 | 4.9747 |
| 5.077 | 0.12 | 123500 | 4.9684 |
| 4.9644 | 0.12 | 124000 | 4.9622 |
| 5.0906 | 0.12 | 124500 | 5.0708 |
| 4.956 | 0.12 | 125000 | 5.0252 |
| 4.8863 | 0.13 | 125500 | 4.8449 |
| 5.1082 | 0.13 | 126000 | 4.8806 |
| 5.0773 | 0.13 | 126500 | 4.9116 |
| 4.8896 | 0.13 | 127000 | 5.1229 |
| 4.8766 | 0.13 | 127500 | 5.0384 |
| 4.9869 | 0.13 | 128000 | 5.1335 |
| 4.9558 | 0.13 | 128500 | 5.1123 |
| 4.9828 | 0.13 | 129000 | 4.8389 |
| 5.1223 | 0.13 | 129500 | 4.9417 |
| 5.0064 | 0.13 | 130000 | 4.9984 |
| 5.0859 | 0.13 | 130500 | 5.0096 |
| 4.943 | 0.13 | 131000 | nan |
| 4.9274 | 0.13 | 131500 | 4.8440 |
| 5.0719 | 0.13 | 132000 | 4.9418 |
| 4.9647 | 0.13 | 132500 | 5.0342 |
| 4.9271 | 0.13 | 133000 | 4.8805 |
| 5.0476 | 0.13 | 133500 | 5.0476 |
| 5.0446 | 0.13 | 134000 | 5.0132 |
| 4.9754 | 0.13 | 134500 | 4.9995 |
| 5.0001 | 0.13 | 135000 | 4.9921 |
| 5.0542 | 0.14 | 135500 | 4.8779 |
| 5.0162 | 0.14 | 136000 | 4.8671 |
| 5.1442 | 0.14 | 136500 | nan |
| 5.0029 | 0.14 | 137000 | 4.9190 |
| 4.9366 | 0.14 | 137500 | 4.8176 |
| 4.96 | 0.14 | 138000 | 4.9705 |
| 5.0691 | 0.14 | 138500 | 4.9670 |
| 4.9975 | 0.14 | 139000 | 4.9877 |
| 4.7967 | 0.14 | 139500 | 4.9331 |
| 4.9496 | 0.14 | 140000 | 4.9342 |
| 5.0449 | 0.14 | 140500 | 4.9601 |
| 4.9804 | 0.14 | 141000 | 4.9119 |
| 4.9473 | 0.14 | 141500 | 4.8596 |
| 4.9562 | 0.14 | 142000 | 4.9853 |
| 4.9063 | 0.14 | 142500 | 4.7850 |
| 4.9701 | 0.14 | 143000 | 5.0711 |
| 4.9089 | 0.14 | 143500 | 5.0360 |
| 4.8403 | 0.14 | 144000 | 4.9165 |
| 4.989 | 0.14 | 144500 | 5.0046 |
| 4.9967 | 0.14 | 145000 | 4.8406 |
| 4.8871 | 0.14 | 145500 | nan |
| 5.0179 | 0.15 | 146000 | 4.8793 |
| 4.9366 | 0.15 | 146500 | 4.7137 |
| 4.9206 | 0.15 | 147000 | 4.9649 |
| 4.9735 | 0.15 | 147500 | 4.8197 |
| 4.9212 | 0.15 | 148000 | 4.9675 |
| 4.8773 | 0.15 | 148500 | 4.7220 |
| 4.9446 | 0.15 | 149000 | 4.8134 |
| 4.9369 | 0.15 | 149500 | 5.0508 |
| 4.9514 | 0.15 | 150000 | 4.8808 |
| 4.8955 | 0.15 | 150500 | nan |
| 4.958 | 0.15 | 151000 | 4.8736 |
| 4.7584 | 0.15 | 151500 | 4.7126 |
| 4.8966 | 0.15 | 152000 | 4.8752 |
| 4.752 | 0.15 | 152500 | 4.8972 |
| 4.8869 | 0.15 | 153000 | 4.8670 |
| 4.8554 | 0.15 | 153500 | 4.6702 |
| 4.8551 | 0.15 | 154000 | nan |
| 4.9096 | 0.15 | 154500 | 4.8019 |
| 4.7414 | 0.15 | 155000 | 4.7015 |
| 4.9376 | 0.15 | 155500 | 4.7915 |
| 4.8313 | 0.16 | 156000 | 4.7908 |
| 4.8848 | 0.16 | 156500 | 4.5982 |
| 4.8155 | 0.16 | 157000 | 4.7690 |
| 4.7999 | 0.16 | 157500 | 4.7613 |
| 4.8956 | 0.16 | 158000 | 4.9168 |
| 4.786 | 0.16 | 158500 | 4.9093 |
| 4.7222 | 0.16 | 159000 | 4.8725 |
| 4.8093 | 0.16 | 159500 | 4.6335 |
| 4.891 | 0.16 | 160000 | 4.9281 |
| 4.7131 | 0.16 | 160500 | 4.8461 |
| 4.8382 | 0.16 | 161000 | nan |
| 4.681 | 0.16 | 161500 | 4.7026 |
| 4.8793 | 0.16 | 162000 | 4.5926 |
| 4.7656 | 0.16 | 162500 | 4.6321 |
| 4.7977 | 0.16 | 163000 | 4.6786 |
| 4.7427 | 0.16 | 163500 | 4.7494 |
| 4.8589 | 0.16 | 164000 | 4.7973 |
| 4.9484 | 0.16 | 164500 | 4.7792 |
| 4.7759 | 0.16 | 165000 | 4.8411 |
| 4.775 | 0.16 | 165500 | 4.5031 |
| 4.6852 | 0.17 | 166000 | 4.6319 |
| 4.678 | 0.17 | 166500 | 4.4804 |
| 4.6859 | 0.17 | 167000 | 4.3519 |
| 4.5622 | 0.17 | 167500 | 4.6006 |
| 4.4071 | 0.17 | 168000 | nan |
| 4.5024 | 0.17 | 168500 | 4.4991 |
| 4.6905 | 0.17 | 169000 | 4.4173 |
| 4.4859 | 0.17 | 169500 | 4.3873 |
| 4.5052 | 0.17 | 170000 | 4.1469 |
| 4.3587 | 0.17 | 170500 | 3.8055 |
| 4.456 | 0.17 | 171000 | 4.1394 |
| 4.3458 | 0.17 | 171500 | 4.0963 |
| 4.2893 | 0.17 | 172000 | 4.2467 |
| 4.2879 | 0.17 | 172500 | 4.1487 |
| 4.3218 | 0.17 | 173000 | 4.1782 |
| 4.2976 | 0.17 | 173500 | 4.1867 |
| 4.2087 | 0.17 | 174000 | 4.0386 |
| 4.2653 | 0.17 | 174500 | 4.0119 |
| 4.1096 | 0.17 | 175000 | 4.2030 |
| 4.0391 | 0.17 | 175500 | 3.9293 |
| 4.0848 | 0.18 | 176000 | 3.7016 |
| 4.1159 | 0.18 | 176500 | 4.1230 |
| 3.9837 | 0.18 | 177000 | nan |
| 4.1074 | 0.18 | 177500 | 3.8607 |
| 4.0702 | 0.18 | 178000 | 3.9369 |
| 3.8135 | 0.18 | 178500 | 3.8203 |
| 3.936 | 0.18 | 179000 | 3.6830 |
| 3.95 | 0.18 | 179500 | 3.6186 |
| 3.9935 | 0.18 | 180000 | 3.5923 |
| 4.0053 | 0.18 | 180500 | 3.4808 |
| 3.8986 | 0.18 | 181000 | 3.6185 |
| 4.1166 | 0.18 | 181500 | 3.8901 |
| 4.0373 | 0.18 | 182000 | 3.9097 |
| 3.8312 | 0.18 | 182500 | 3.7495 |
| 3.7596 | 0.18 | 183000 | 3.6929 |
| 3.771 | 0.18 | 183500 | 3.4781 |
| 3.9007 | 0.18 | 184000 | 3.6396 |
| 3.6432 | 0.18 | 184500 | 3.8321 |
| 3.6861 | 0.18 | 185000 | 3.7202 |
| 3.764 | 0.18 | 185500 | 3.5643 |
| 3.8885 | 0.19 | 186000 | 3.5166 |
| 3.644 | 0.19 | 186500 | 3.5768 |
| 3.8086 | 0.19 | 187000 | 3.4721 |
| 3.7104 | 0.19 | 187500 | 3.5530 |
| 3.7079 | 0.19 | 188000 | 3.5369 |
| 3.6162 | 0.19 | 188500 | 3.3808 |
| 3.6456 | 0.19 | 189000 | 3.5744 |
| 3.5931 | 0.19 | 189500 | 3.3176 |
| 3.7159 | 0.19 | 190000 | 3.2284 |
| 3.5938 | 0.19 | 190500 | 3.1965 |
| 3.526 | 0.19 | 191000 | 3.3849 |
| 3.5559 | 0.19 | 191500 | 3.5148 |
| 3.6142 | 0.19 | 192000 | 3.3375 |
| 3.583 | 0.19 | 192500 | 3.0472 |
| 3.4242 | 0.19 | 193000 | 3.4076 |
| 3.3964 | 0.19 | 193500 | 3.2054 |
| 3.4507 | 0.19 | 194000 | 3.2950 |
| 3.3661 | 0.19 | 194500 | 3.0554 |
| 3.407 | 0.19 | 195000 | 3.0494 |
| 3.346 | 0.19 | 195500 | 3.1238 |
| 3.3785 | 0.2 | 196000 | 3.1012 |
| 3.182 | 0.2 | 196500 | 2.8919 |
| 3.3367 | 0.2 | 197000 | 3.0999 |
| 3.2987 | 0.2 | 197500 | 2.8941 |
| 3.0248 | 0.2 | 198000 | 2.9771 |
| 3.405 | 0.2 | 198500 | 2.8544 |
| 3.2292 | 0.2 | 199000 | 2.8955 |
| 2.9835 | 0.2 | 199500 | 2.8065 |
| 3.349 | 0.2 | 200000 | 2.7614 |
| 3.0754 | 0.2 | 200500 | 2.7383 |
| 3.2153 | 0.2 | 201000 | 2.7829 |
| 2.9064 | 0.2 | 201500 | 2.5079 |
| 2.7192 | 0.2 | 202000 | 2.7502 |
| 2.9335 | 0.2 | 202500 | 2.6825 |
| 2.8794 | 0.2 | 203000 | 2.5354 |
| 2.9583 | 0.2 | 203500 | 2.7660 |
| 2.9196 | 0.2 | 204000 | 2.4501 |
| 2.736 | 0.2 | 204500 | 2.6040 |
| 2.864 | 0.2 | 205000 | 2.2898 |
| 2.6318 | 0.2 | 205500 | 2.2793 |
| 2.828 | 0.21 | 206000 | 2.1573 |
| 2.7871 | 0.21 | 206500 | 2.3254 |
| 2.6693 | 0.21 | 207000 | 2.3778 |
| 2.7007 | 0.21 | 207500 | 2.3653 |
| 2.7447 | 0.21 | 208000 | 2.3186 |
| 2.8414 | 0.21 | 208500 | 2.0390 |
| 2.5687 | 0.21 | 209000 | 2.3767 |
| 2.5098 | 0.21 | 209500 | 2.1557 |
| 2.6272 | 0.21 | 210000 | 2.1714 |
| 2.9166 | 0.21 | 210500 | 2.1061 |
| 2.5423 | 0.21 | 211000 | 2.1971 |
| 2.4275 | 0.21 | 211500 | 2.2001 |
| 2.5763 | 0.21 | 212000 | 2.3593 |
| 2.3555 | 0.21 | 212500 | nan |
| 2.5078 | 0.21 | 213000 | 1.9354 |
| 2.3763 | 0.21 | 213500 | 2.2007 |
| 2.2813 | 0.21 | 214000 | 2.1125 |
| 2.6017 | 0.21 | 214500 | 2.0470 |
| 2.5325 | 0.21 | 215000 | 2.0185 |
| 2.5335 | 0.21 | 215500 | 2.0580 |
| 2.495 | 0.22 | 216000 | 2.0935 |
| 2.4319 | 0.22 | 216500 | 2.0109 |
| 2.2747 | 0.22 | 217000 | 1.8986 |
| 2.3316 | 0.22 | 217500 | 2.0196 |
| 2.3834 | 0.22 | 218000 | 1.8775 |
| 2.3406 | 0.22 | 218500 | 2.0477 |
| 2.352 | 0.22 | 219000 | nan |
| 2.271 | 0.22 | 219500 | 1.9934 |
| 2.3377 | 0.22 | 220000 | 2.0494 |
| 2.3768 | 0.22 | 220500 | nan |
| 2.3557 | 0.22 | 221000 | nan |
| 2.3068 | 0.22 | 221500 | 2.2126 |
| 2.3616 | 0.22 | 222000 | nan |
| 2.3619 | 0.22 | 222500 | 1.9602 |
| 2.2602 | 0.22 | 223000 | 1.8290 |
| 2.2516 | 0.22 | 223500 | 1.8721 |
| 2.1106 | 0.22 | 224000 | 1.8527 |
| 2.1877 | 0.22 | 224500 | nan |
| 2.2805 | 0.22 | 225000 | 2.0094 |
| 2.3053 | 0.22 | 225500 | 1.9346 |
| 2.1862 | 0.23 | 226000 | 1.9152 |
| 2.2604 | 0.23 | 226500 | 1.7553 |
| 2.1791 | 0.23 | 227000 | 2.0891 |
| 2.2407 | 0.23 | 227500 | 1.8452 |
| 2.0978 | 0.23 | 228000 | nan |
| 2.1384 | 0.23 | 228500 | 2.0158 |
| 2.149 | 0.23 | 229000 | 1.7843 |
| 2.0637 | 0.23 | 229500 | 1.8949 |
| 2.1842 | 0.23 | 230000 | 1.6995 |
| 1.9767 | 0.23 | 230500 | 1.8023 |
| 2.2379 | 0.23 | 231000 | 1.8562 |
| 2.1801 | 0.23 | 231500 | 1.7378 |
| 2.1145 | 0.23 | 232000 | 2.1310 |
| 2.0712 | 0.23 | 232500 | 1.8601 |
| 1.988 | 0.23 | 233000 | 1.6978 |
| 2.0622 | 0.23 | 233500 | 2.0704 |
| 2.1182 | 0.23 | 234000 | 1.7814 |
| 1.8749 | 0.23 | 234500 | 1.4981 |
| 1.8677 | 0.23 | 235000 | 1.8330 |
| 1.9593 | 0.23 | 235500 | 1.6507 |
| 2.2362 | 0.24 | 236000 | 1.8061 |
| 2.0682 | 0.24 | 236500 | 1.6051 |
| 1.9664 | 0.24 | 237000 | 1.7702 |
| 1.9273 | 0.24 | 237500 | 1.8628 |
| 2.0707 | 0.24 | 238000 | nan |
| 1.9 | 0.24 | 238500 | 1.8365 |
| 1.9824 | 0.24 | 239000 | 1.6568 |
| 2.2663 | 0.24 | 239500 | 1.8440 |
| 1.8693 | 0.24 | 240000 | 1.8191 |
| 1.9319 | 0.24 | 240500 | 1.8056 |
| 1.9543 | 0.24 | 241000 | 2.0462 |
| 2.1437 | 0.24 | 241500 | 1.7123 |
| 1.7062 | 0.24 | 242000 | 1.5814 |
| 1.8035 | 0.24 | 242500 | 1.8891 |
| 1.955 | 0.24 | 243000 | nan |
| 1.8476 | 0.24 | 243500 | 1.7330 |
| 1.8361 | 0.24 | 244000 | 1.8884 |
| 2.0996 | 0.24 | 244500 | 1.5817 |
| 1.898 | 0.24 | 245000 | 1.6666 |
| 1.8617 | 0.24 | 245500 | 1.6905 |
| 1.9938 | 0.25 | 246000 | 1.7288 |
| 1.8993 | 0.25 | 246500 | 1.5452 |
| 2.0614 | 0.25 | 247000 | 1.6925 |
| 1.9841 | 0.25 | 247500 | 1.6353 |
| 1.988 | 0.25 | 248000 | 1.7163 |
| 1.9573 | 0.25 | 248500 | 1.8355 |
| 1.7605 | 0.25 | 249000 | 1.7693 |
| 1.8335 | 0.25 | 249500 | nan |
| 1.8563 | 0.25 | 250000 | 1.9049 |
| 1.9492 | 0.25 | 250500 | 1.8820 |
| 2.0465 | 0.25 | 251000 | nan |
| 2.0284 | 0.25 | 251500 | 1.5709 |
| 1.7657 | 0.25 | 252000 | 1.5673 |
| 1.9065 | 0.25 | 252500 | 1.7573 |
| 1.8689 | 0.25 | 253000 | 1.6787 |
| 1.8239 | 0.25 | 253500 | 1.5488 |
| 1.7079 | 0.25 | 254000 | 1.6740 |
| 1.8035 | 0.25 | 254500 | 1.6096 |
| 1.8439 | 0.25 | 255000 | 1.6126 |
| 1.7429 | 0.25 | 255500 | 1.6894 |
| 1.8663 | 0.26 | 256000 | 1.5178 |
| 1.7599 | 0.26 | 256500 | 1.7082 |
| 1.8221 | 0.26 | 257000 | 1.4887 |
| 1.9287 | 0.26 | 257500 | 1.5528 |
| 1.8538 | 0.26 | 258000 | 1.6779 |
| 1.9577 | 0.26 | 258500 | 1.5931 |
| 1.6249 | 0.26 | 259000 | 1.6663 |
| 1.7555 | 0.26 | 259500 | 1.5872 |
| 1.7373 | 0.26 | 260000 | 1.5574 |
| 1.783 | 0.26 | 260500 | 1.5181 |
| 2.0006 | 0.26 | 261000 | 1.5830 |
| 1.8409 | 0.26 | 261500 | 1.7105 |
| 1.8223 | 0.26 | 262000 | 1.6209 |
| 1.6688 | 0.26 | 262500 | 1.6149 |
| 2.0592 | 0.26 | 263000 | 1.4331 |
| 1.7223 | 0.26 | 263500 | 1.6387 |
| 1.8918 | 0.26 | 264000 | nan |
| 1.815 | 0.26 | 264500 | 1.4997 |
| 1.826 | 0.26 | 265000 | 1.4616 |
| 1.6886 | 0.26 | 265500 | 1.6860 |
| 1.7861 | 0.27 | 266000 | 1.4193 |
| 1.7375 | 0.27 | 266500 | 1.7390 |
| 1.6869 | 0.27 | 267000 | 1.5281 |
| 1.8717 | 0.27 | 267500 | 1.4133 |
| 1.7122 | 0.27 | 268000 | 1.6452 |
| 1.6424 | 0.27 | 268500 | 1.4359 |
| 1.7938 | 0.27 | 269000 | 1.5236 |
| 1.6766 | 0.27 | 269500 | 1.3353 |
| 1.6263 | 0.27 | 270000 | 1.6886 |
| 1.5471 | 0.27 | 270500 | 1.6312 |
| 1.6857 | 0.27 | 271000 | 1.7989 |
| 1.6454 | 0.27 | 271500 | 1.5887 |
| 1.7706 | 0.27 | 272000 | 1.6770 |
| 1.8401 | 0.27 | 272500 | 1.4340 |
| 1.7922 | 0.27 | 273000 | 1.5357 |
| 1.8318 | 0.27 | 273500 | 1.6816 |
| 1.5816 | 0.27 | 274000 | 1.6042 |
| 1.7146 | 0.27 | 274500 | 1.5052 |
| 1.7018 | 0.27 | 275000 | nan |
| 1.524 | 0.27 | 275500 | 1.5456 |
| 1.7322 | 0.28 | 276000 | 1.3642 |
| 1.8011 | 0.28 | 276500 | 1.7334 |
| 1.6373 | 0.28 | 277000 | 1.5718 |
| 1.7715 | 0.28 | 277500 | 1.7420 |
| 1.5807 | 0.28 | 278000 | 1.5461 |
| 1.6793 | 0.28 | 278500 | 1.3878 |
| 1.6249 | 0.28 | 279000 | nan |
| 1.6868 | 0.28 | 279500 | 1.6363 |
| 1.5841 | 0.28 | 280000 | 1.3812 |
| 1.7695 | 0.28 | 280500 | 1.5587 |
| 1.7418 | 0.28 | 281000 | 1.6368 |
| 1.6288 | 0.28 | 281500 | 1.5934 |
| 1.5873 | 0.28 | 282000 | 1.6437 |
| 1.5896 | 0.28 | 282500 | 1.5025 |
| 1.6428 | 0.28 | 283000 | 1.4380 |
| 1.6831 | 0.28 | 283500 | 1.5371 |
| 1.7774 | 0.28 | 284000 | 1.4078 |
| 1.5672 | 0.28 | 284500 | 1.2851 |
| 1.5187 | 0.28 | 285000 | 1.6714 |
| 1.7002 | 0.28 | 285500 | 1.1797 |
| 1.6453 | 0.28 | 286000 | nan |
| 1.6127 | 0.29 | 286500 | 1.5465 |
| 1.6371 | 0.29 | 287000 | 1.4091 |
| 1.5278 | 0.29 | 287500 | nan |
| 1.5251 | 0.29 | 288000 | 1.7307 |
| 1.6227 | 0.29 | 288500 | 1.4053 |
| 1.5148 | 0.29 | 289000 | 1.4511 |
| 1.5711 | 0.29 | 289500 | 1.4232 |
| 1.6981 | 0.29 | 290000 | 1.5826 |
| 1.6192 | 0.29 | 290500 | 1.3544 |
| 1.7221 | 0.29 | 291000 | 1.4484 |
| 1.6273 | 0.29 | 291500 | 1.1571 |
| 1.6288 | 0.29 | 292000 | 1.5251 |
| 1.4394 | 0.29 | 292500 | 1.5154 |
| 1.5481 | 0.29 | 293000 | 1.3869 |
| 1.6718 | 0.29 | 293500 | 1.3743 |
| 1.5558 | 0.29 | 294000 | 1.4681 |
| 1.6472 | 0.29 | 294500 | 1.7009 |
| 1.5894 | 0.29 | 295000 | 1.4254 |
| 1.7053 | 0.29 | 295500 | nan |
| 1.4782 | 0.29 | 296000 | 1.5227 |
| 1.548 | 0.3 | 296500 | 1.3915 |
| 1.67 | 0.3 | 297000 | 1.5465 |
| 1.5945 | 0.3 | 297500 | 1.4644 |
| 1.6174 | 0.3 | 298000 | 1.3840 |
| 1.7965 | 0.3 | 298500 | 1.1708 |
| 1.584 | 0.3 | 299000 | 1.5609 |
| 1.4768 | 0.3 | 299500 | 1.3729 |
| 1.6978 | 0.3 | 300000 | 1.6015 |
| 1.4478 | 0.3 | 300500 | 1.3721 |
| 1.6715 | 0.3 | 301000 | 1.3219 |
| 1.6601 | 0.3 | 301500 | 1.5127 |
| 1.667 | 0.3 | 302000 | 1.3254 |
| 1.7051 | 0.3 | 302500 | 1.0740 |
| 1.6439 | 0.3 | 303000 | 1.5462 |
| 1.741 | 0.3 | 303500 | 1.3694 |
| 1.5447 | 0.3 | 304000 | 1.4454 |
| 1.5807 | 0.3 | 304500 | 1.1771 |
| 1.5926 | 0.3 | 305000 | 1.3284 |
| 1.6876 | 0.3 | 305500 | 1.4037 |
| 1.6437 | 0.3 | 306000 | 1.4957 |
| 1.464 | 0.31 | 306500 | 1.3946 |
| 1.645 | 0.31 | 307000 | nan |
| 1.6186 | 0.31 | 307500 | nan |
| 1.4085 | 0.31 | 308000 | 1.4162 |
| 1.4994 | 0.31 | 308500 | 1.3119 |
| 1.3586 | 0.31 | 309000 | 1.4164 |
| 1.4263 | 0.31 | 309500 | 1.5969 |
| 1.5444 | 0.31 | 310000 | 1.4706 |
| 1.4353 | 0.31 | 310500 | 1.3675 |
| 1.5843 | 0.31 | 311000 | 1.6353 |
| 1.6195 | 0.31 | 311500 | 1.3358 |
| 1.5771 | 0.31 | 312000 | 1.4001 |
| 1.4711 | 0.31 | 312500 | 1.5869 |
| 1.4941 | 0.31 | 313000 | 1.4377 |
| 1.5721 | 0.31 | 313500 | 1.3821 |
| 1.5491 | 0.31 | 314000 | 1.4456 |
| 1.489 | 0.31 | 314500 | 1.4346 |
| 1.3265 | 0.31 | 315000 | 1.4789 |
| 1.5268 | 0.31 | 315500 | 1.5080 |
| 1.6363 | 0.31 | 316000 | 1.5515 |
| 1.3485 | 0.32 | 316500 | 1.4952 |
| 1.4241 | 0.32 | 317000 | 1.2797 |
| 1.458 | 0.32 | 317500 | 1.4136 |
| 1.3923 | 0.32 | 318000 | 1.4699 |
| 1.3732 | 0.32 | 318500 | 1.3196 |
| 1.4772 | 0.32 | 319000 | nan |
| 1.6124 | 0.32 | 319500 | 1.4264 |
| 1.5487 | 0.32 | 320000 | 1.2880 |
| 1.5664 | 0.32 | 320500 | 1.4955 |
| 1.6019 | 0.32 | 321000 | 1.2912 |
| 1.5601 | 0.32 | 321500 | 1.3879 |
| 1.553 | 0.32 | 322000 | 1.3199 |
| 1.5479 | 0.32 | 322500 | 1.2931 |
| 1.239 | 0.32 | 323000 | 1.2180 |
| 1.5574 | 0.32 | 323500 | 1.3870 |
| 1.4164 | 0.32 | 324000 | 1.3626 |
| 1.416 | 0.32 | 324500 | 1.2516 |
| 1.3565 | 0.32 | 325000 | 1.6139 |
| 1.43 | 0.32 | 325500 | 1.3834 |
| 1.6028 | 0.32 | 326000 | 1.4854 |
| 1.4894 | 0.33 | 326500 | 1.2633 |
| 1.3761 | 0.33 | 327000 | 1.2691 |
| 1.3518 | 0.33 | 327500 | nan |
| 1.5177 | 0.33 | 328000 | 1.2670 |
| 1.468 | 0.33 | 328500 | 1.5381 |
| 1.6147 | 0.33 | 329000 | 1.5037 |
| 1.3035 | 0.33 | 329500 | 1.4177 |
| 1.4957 | 0.33 | 330000 | 1.4059 |
| 1.4961 | 0.33 | 330500 | 1.4121 |
| 1.5493 | 0.33 | 331000 | 1.3408 |
| 1.4948 | 0.33 | 331500 | 1.2291 |
| 1.491 | 0.33 | 332000 | 1.2724 |
| 1.3601 | 0.33 | 332500 | 1.6411 |
| 1.4315 | 0.33 | 333000 | nan |
| 1.5754 | 0.33 | 333500 | 1.3325 |
| 1.5859 | 0.33 | 334000 | 1.2752 |
| 1.3998 | 0.33 | 334500 | 1.2739 |
| 1.5784 | 0.33 | 335000 | 1.2904 |
| 1.38 | 0.33 | 335500 | 1.5631 |
| 1.3978 | 0.33 | 336000 | 1.2787 |
| 1.3642 | 0.34 | 336500 | 1.3598 |
| 1.4408 | 0.34 | 337000 | 1.2511 |
| 1.2788 | 0.34 | 337500 | 1.0872 |
| 1.5208 | 0.34 | 338000 | 1.2853 |
| 1.4003 | 0.34 | 338500 | 1.2521 |
| 1.3398 | 0.34 | 339000 | 1.4043 |
| 1.4716 | 0.34 | 339500 | 1.2551 |
| 1.5786 | 0.34 | 340000 | 1.3138 |
| 1.4377 | 0.34 | 340500 | 1.4428 |
| 1.6795 | 0.34 | 341000 | 1.2176 |
| 1.2937 | 0.34 | 341500 | 1.3452 |
| 1.4427 | 0.34 | 342000 | 1.0708 |
| 1.2423 | 0.34 | 342500 | 1.2641 |
| 1.5913 | 0.34 | 343000 | 1.5197 |
| 1.5292 | 0.34 | 343500 | 1.1742 |
| 1.6593 | 0.34 | 344000 | 1.3975 |
| 1.2991 | 0.34 | 344500 | 1.3784 |
| 1.478 | 0.34 | 345000 | 1.2625 |
| 1.3974 | 0.34 | 345500 | 1.3706 |
| 1.5719 | 0.34 | 346000 | 1.4554 |
| 1.4334 | 0.35 | 346500 | 1.1760 |
| 1.3351 | 0.35 | 347000 | 1.1830 |
| 1.422 | 0.35 | 347500 | 1.2546 |
| 1.4629 | 0.35 | 348000 | 1.3170 |
| 1.2613 | 0.35 | 348500 | 1.4070 |
| 1.415 | 0.35 | 349000 | 1.3374 |
| 1.4506 | 0.35 | 349500 | 1.2185 |
| 1.3588 | 0.35 | 350000 | 1.2903 |
| 1.3565 | 0.35 | 350500 | 1.1128 |
| 1.5569 | 0.35 | 351000 | 1.2587 |
| 1.4464 | 0.35 | 351500 | 1.4025 |
| 1.5583 | 0.35 | 352000 | 1.3839 |
| 1.4242 | 0.35 | 352500 | 1.3297 |
| 1.3688 | 0.35 | 353000 | 1.3030 |
| 1.3805 | 0.35 | 353500 | 1.4131 |
| 1.3459 | 0.35 | 354000 | 1.4892 |
| 1.3995 | 0.35 | 354500 | 1.3313 |
| 1.5064 | 0.35 | 355000 | 1.3353 |
| 1.3179 | 0.35 | 355500 | 1.3053 |
| 1.4443 | 0.35 | 356000 | 1.4253 |
| 1.4051 | 0.36 | 356500 | 1.6044 |
| 1.3829 | 0.36 | 357000 | 1.3298 |
| 1.5549 | 0.36 | 357500 | nan |
| 1.6105 | 0.36 | 358000 | 1.4673 |
| 1.3082 | 0.36 | 358500 | 1.1029 |
| 1.3732 | 0.36 | 359000 | 1.1528 |
| 1.3982 | 0.36 | 359500 | 1.1804 |
| 1.2458 | 0.36 | 360000 | 1.1604 |
| 1.2378 | 0.36 | 360500 | 1.3280 |
| 1.3402 | 0.36 | 361000 | 1.1851 |
| 1.2788 | 0.36 | 361500 | 1.2946 |
| 1.4364 | 0.36 | 362000 | 0.9774 |
| 1.5195 | 0.36 | 362500 | 1.2483 |
| 1.3462 | 0.36 | 363000 | 1.2592 |
| 1.3633 | 0.36 | 363500 | 1.1233 |
| 1.3954 | 0.36 | 364000 | nan |
| 1.3625 | 0.36 | 364500 | 1.2465 |
| 1.4528 | 0.36 | 365000 | 1.1982 |
| 1.4184 | 0.36 | 365500 | 1.1653 |
| 1.3125 | 0.36 | 366000 | 1.3038 |
| 1.5212 | 0.37 | 366500 | 1.2600 |
| 1.5094 | 0.37 | 367000 | 1.2750 |
| 1.4465 | 0.37 | 367500 | 1.3844 |
| 1.4549 | 0.37 | 368000 | 1.2041 |
| 1.485 | 0.37 | 368500 | 1.3604 |
| 1.3656 | 0.37 | 369000 | 1.2107 |
| 1.5416 | 0.37 | 369500 | 1.5048 |
| 1.6296 | 0.37 | 370000 | nan |
| 1.2484 | 0.37 | 370500 | 1.2383 |
| 1.3869 | 0.37 | 371000 | 1.2692 |
| 1.3169 | 0.37 | 371500 | 1.4617 |
| 1.5525 | 0.37 | 372000 | 1.1424 |
| 1.4965 | 0.37 | 372500 | 1.1947 |
| 1.4697 | 0.37 | 373000 | 1.2240 |
| 1.3844 | 0.37 | 373500 | 1.1378 |
| 1.4089 | 0.37 | 374000 | 1.4222 |
| 1.3032 | 0.37 | 374500 | nan |
| 1.6225 | 0.37 | 375000 | 1.3010 |
| 1.3984 | 0.37 | 375500 | 1.1854 |
| 1.3744 | 0.37 | 376000 | 1.3622 |
| 1.4066 | 0.38 | 376500 | 1.1845 |
| 1.6344 | 0.38 | 377000 | 1.0823 |
| 1.3454 | 0.38 | 377500 | 1.3933 |
| 1.5848 | 0.38 | 378000 | 1.2309 |
| 1.417 | 0.38 | 378500 | 1.3825 |
| 1.3716 | 0.38 | 379000 | 1.0250 |
| 1.3529 | 0.38 | 379500 | 1.4550 |
| 1.4235 | 0.38 | 380000 | 1.3160 |
| 1.3642 | 0.38 | 380500 | 1.2108 |
| 1.4291 | 0.38 | 381000 | 1.2465 |
| 1.3319 | 0.38 | 381500 | 1.3039 |
| 1.3178 | 0.38 | 382000 | 1.2202 |
| 1.3116 | 0.38 | 382500 | 1.2219 |
| 1.2404 | 0.38 | 383000 | 1.2754 |
| 1.375 | 0.38 | 383500 | 1.1951 |
| 1.2825 | 0.38 | 384000 | 1.3382 |
| 1.3926 | 0.38 | 384500 | 1.3512 |
| 1.4598 | 0.38 | 385000 | 1.1757 |
| 1.4259 | 0.38 | 385500 | 1.2894 |
| 1.4089 | 0.38 | 386000 | nan |
| 1.3195 | 0.39 | 386500 | 1.4152 |
| 1.405 | 0.39 | 387000 | 1.4621 |
| 1.3411 | 0.39 | 387500 | 1.2822 |
| 1.1877 | 0.39 | 388000 | 1.2977 |
| 1.3474 | 0.39 | 388500 | 1.1621 |
| 1.2844 | 0.39 | 389000 | 1.1407 |
| 1.3541 | 0.39 | 389500 | 1.2033 |
| 1.3461 | 0.39 | 390000 | 1.2337 |
| 1.3313 | 0.39 | 390500 | 1.1628 |
| 1.428 | 0.39 | 391000 | 1.1019 |
| 1.3788 | 0.39 | 391500 | nan |
| 1.2979 | 0.39 | 392000 | 1.2084 |
| 1.2395 | 0.39 | 392500 | 1.1634 |
| 1.4395 | 0.39 | 393000 | 1.1826 |
| 1.2766 | 0.39 | 393500 | 1.2660 |
| 1.2943 | 0.39 | 394000 | 1.2473 |
| 1.2829 | 0.39 | 394500 | 1.2950 |
| 1.3368 | 0.39 | 395000 | 1.2304 |
| 1.2423 | 0.39 | 395500 | 1.2256 |
| 1.3953 | 0.39 | 396000 | 1.0215 |
| 1.2747 | 0.4 | 396500 | 1.2798 |
| 1.3641 | 0.4 | 397000 | 1.2459 |
| 1.2941 | 0.4 | 397500 | 1.2656 |
| 1.4128 | 0.4 | 398000 | nan |
| 1.0666 | 0.4 | 398500 | 1.2673 |
| 1.2924 | 0.4 | 399000 | nan |
| 1.2048 | 0.4 | 399500 | 1.1666 |
| 1.2709 | 0.4 | 400000 | 1.1215 |
| 1.3811 | 0.4 | 400500 | 1.1154 |
| 1.2898 | 0.4 | 401000 | 1.1078 |
| 1.3048 | 0.4 | 401500 | 1.0859 |
| 1.3496 | 0.4 | 402000 | 1.2118 |
| 1.4301 | 0.4 | 402500 | 1.2520 |
| 1.371 | 0.4 | 403000 | 1.1016 |
| 1.415 | 0.4 | 403500 | 1.5966 |
| 1.6 | 0.4 | 404000 | 1.0611 |
| 1.4739 | 0.4 | 404500 | 1.2684 |
| 1.1639 | 0.4 | 405000 | 1.2021 |
| 1.1485 | 0.4 | 405500 | 1.1653 |
| 1.3481 | 0.4 | 406000 | 1.3223 |
| 1.2575 | 0.41 | 406500 | 1.2395 |
| 1.2681 | 0.41 | 407000 | 1.2612 |
| 1.5118 | 0.41 | 407500 | 1.2597 |
| 1.2362 | 0.41 | 408000 | 1.0437 |
| 1.4349 | 0.41 | 408500 | 1.2770 |
| 1.2163 | 0.41 | 409000 | 1.1494 |
| 1.3896 | 0.41 | 409500 | 1.3554 |
| 1.3539 | 0.41 | 410000 | 1.3659 |
| 1.4175 | 0.41 | 410500 | 1.2313 |
| 1.358 | 0.41 | 411000 | 1.0903 |
| 1.2991 | 0.41 | 411500 | 1.1306 |
| 1.3058 | 0.41 | 412000 | nan |
| 1.3422 | 0.41 | 412500 | 1.2069 |
| 1.2601 | 0.41 | 413000 | 1.1909 |
| 1.357 | 0.41 | 413500 | 1.2805 |
| 1.2111 | 0.41 | 414000 | 1.1059 |
| 1.374 | 0.41 | 414500 | 1.1620 |
| 1.4269 | 0.41 | 415000 | 0.9525 |
| 1.3028 | 0.41 | 415500 | 1.3958 |
| 1.2909 | 0.41 | 416000 | 0.9268 |
| 1.3596 | 0.42 | 416500 | 1.2573 |
| 1.2888 | 0.42 | 417000 | 1.1147 |
| 1.385 | 0.42 | 417500 | 1.2072 |
| 1.1357 | 0.42 | 418000 | 1.1903 |
| 1.4918 | 0.42 | 418500 | 1.2065 |
| 1.3389 | 0.42 | 419000 | 1.2065 |
| 1.4611 | 0.42 | 419500 | nan |
| 1.15 | 0.42 | 420000 | 1.1359 |
| 1.4094 | 0.42 | 420500 | 1.2591 |
| 1.2607 | 0.42 | 421000 | 1.2039 |
| 1.3211 | 0.42 | 421500 | 1.4741 |
| 1.4251 | 0.42 | 422000 | 1.2115 |
| 1.4277 | 0.42 | 422500 | 1.2992 |
| 1.5028 | 0.42 | 423000 | 1.3039 |
| 1.2913 | 0.42 | 423500 | 1.3348 |
| 1.2885 | 0.42 | 424000 | 1.1455 |
| 1.2063 | 0.42 | 424500 | 1.3864 |
| 1.3707 | 0.42 | 425000 | 1.1477 |
| 1.3127 | 0.42 | 425500 | 1.0320 |
| 1.3276 | 0.42 | 426000 | 1.1864 |
| 1.3458 | 0.43 | 426500 | 1.1256 |
| 1.4726 | 0.43 | 427000 | 1.0968 |
| 1.2387 | 0.43 | 427500 | 1.3921 |
| 1.2543 | 0.43 | 428000 | 1.1980 |
| 1.1641 | 0.43 | 428500 | 1.3079 |
| 1.1022 | 0.43 | 429000 | 1.3236 |
| 1.3895 | 0.43 | 429500 | 1.2207 |
| 1.3669 | 0.43 | 430000 | 1.1715 |
| 1.1888 | 0.43 | 430500 | 1.0326 |
| 1.1669 | 0.43 | 431000 | 1.2186 |
| 1.3152 | 0.43 | 431500 | 1.2296 |
| 1.1765 | 0.43 | 432000 | 1.0094 |
| 1.4258 | 0.43 | 432500 | 1.3689 |
| 1.2553 | 0.43 | 433000 | 1.1168 |
| 1.3985 | 0.43 | 433500 | 1.1924 |
| 1.3068 | 0.43 | 434000 | 1.0760 |
| 1.4063 | 0.43 | 434500 | 1.1866 |
| 1.3822 | 0.43 | 435000 | 1.3372 |
| 1.1771 | 0.43 | 435500 | 1.1061 |
| 1.3613 | 0.43 | 436000 | 1.1383 |
| 1.3073 | 0.43 | 436500 | 1.2914 |
| 1.1693 | 0.44 | 437000 | 1.0211 |
| 1.3153 | 0.44 | 437500 | 1.2104 |
| 1.4025 | 0.44 | 438000 | 1.1094 |
| 1.4394 | 0.44 | 438500 | 0.9566 |
| 1.2773 | 0.44 | 439000 | 1.0805 |
| 1.2575 | 0.44 | 439500 | 1.0838 |
| 1.2646 | 0.44 | 440000 | 1.2728 |
| 1.3538 | 0.44 | 440500 | 1.0286 |
| 1.295 | 0.44 | 441000 | 1.0656 |
| 1.2629 | 0.44 | 441500 | 1.1706 |
| 1.2997 | 0.44 | 442000 | 1.1675 |
| 1.386 | 0.44 | 442500 | 1.1801 |
| 1.0848 | 0.44 | 443000 | 1.1746 |
| 1.1756 | 0.44 | 443500 | 1.1676 |
| 1.2771 | 0.44 | 444000 | 0.8808 |
| 1.2535 | 0.44 | 444500 | 1.1970 |
| 1.3225 | 0.44 | 445000 | 1.1848 |
| 1.3936 | 0.44 | 445500 | 1.1855 |
| 1.3026 | 0.44 | 446000 | 1.2281 |
| 1.3674 | 0.44 | 446500 | 1.1623 |
| 1.2404 | 0.45 | 447000 | 1.1507 |
| 1.2218 | 0.45 | 447500 | 1.2318 |
| 1.1825 | 0.45 | 448000 | 1.3503 |
| 1.2344 | 0.45 | 448500 | 0.9342 |
| 1.2503 | 0.45 | 449000 | 1.0778 |
| 1.3083 | 0.45 | 449500 | 1.3702 |
| 1.3281 | 0.45 | 450000 | 1.1630 |
| 1.3373 | 0.45 | 450500 | 1.2197 |
| 1.3028 | 0.45 | 451000 | 1.1892 |
| 1.2397 | 0.45 | 451500 | 0.8944 |
| 1.1847 | 0.45 | 452000 | 1.3225 |
| 1.2384 | 0.45 | 452500 | 1.0372 |
| 1.1807 | 0.45 | 453000 | 1.0459 |
| 1.2803 | 0.45 | 453500 | 1.0656 |
| 1.3458 | 0.45 | 454000 | 1.0347 |
| 1.2611 | 0.45 | 454500 | 1.2195 |
| 1.493 | 0.45 | 455000 | 0.9271 |
| 1.3059 | 0.45 | 455500 | 1.1897 |
| 1.316 | 0.45 | 456000 | 1.2997 |
| 1.2003 | 0.45 | 456500 | 1.2702 |
| 1.0327 | 0.46 | 457000 | 1.2322 |
| 1.2224 | 0.46 | 457500 | 1.2335 |
| 1.3065 | 0.46 | 458000 | 1.2459 |
| 1.2559 | 0.46 | 458500 | 1.2608 |
| 1.1944 | 0.46 | 459000 | 1.3027 |
| 1.2204 | 0.46 | 459500 | 1.1952 |
| 1.1809 | 0.46 | 460000 | 1.2068 |
| 1.3308 | 0.46 | 460500 | 0.9580 |
| 1.2485 | 0.46 | 461000 | 1.1426 |
| 1.3098 | 0.46 | 461500 | 1.2303 |
| 1.1351 | 0.46 | 462000 | 1.1102 |
| 1.3964 | 0.46 | 462500 | 1.2364 |
| 1.3851 | 0.46 | 463000 | 1.2473 |
| 1.2724 | 0.46 | 463500 | 1.2260 |
| 1.3242 | 0.46 | 464000 | 1.1417 |
| 1.2514 | 0.46 | 464500 | 1.2543 |
| 1.2804 | 0.46 | 465000 | 1.3239 |
| 1.4639 | 0.46 | 465500 | nan |
| 1.1614 | 0.46 | 466000 | 1.1029 |
| 1.2303 | 0.46 | 466500 | 1.1526 |
| 1.3181 | 0.47 | 467000 | 1.2165 |
| 1.2774 | 0.47 | 467500 | 1.1520 |
| 1.3607 | 0.47 | 468000 | 1.1955 |
| 1.3046 | 0.47 | 468500 | 0.9978 |
| 1.4636 | 0.47 | 469000 | 1.1477 |
| 1.178 | 0.47 | 469500 | 0.9342 |
| 1.3116 | 0.47 | 470000 | 1.0108 |
| 1.2096 | 0.47 | 470500 | 1.1558 |
| 1.1883 | 0.47 | 471000 | 1.0695 |
| 1.2083 | 0.47 | 471500 | 1.1925 |
| 1.3272 | 0.47 | 472000 | 1.2534 |
| 1.2821 | 0.47 | 472500 | 0.9829 |
| 1.1254 | 0.47 | 473000 | 1.2086 |
| 1.1774 | 0.47 | 473500 | 1.1509 |
| 1.1944 | 0.47 | 474000 | 1.1741 |
| 1.154 | 0.47 | 474500 | 1.2224 |
| 1.332 | 0.47 | 475000 | 1.0804 |
| 1.1038 | 0.47 | 475500 | 1.1755 |
| 1.4833 | 0.47 | 476000 | 1.0577 |
| 1.1188 | 0.47 | 476500 | 1.1482 |
| 1.385 | 0.48 | 477000 | 1.3582 |
| 1.1996 | 0.48 | 477500 | 1.3374 |
| 1.3307 | 0.48 | 478000 | 1.3185 |
| 1.412 | 0.48 | 478500 | 1.0027 |
| 1.1474 | 0.48 | 479000 | 1.3591 |
| 1.2614 | 0.48 | 479500 | nan |
| 1.3174 | 0.48 | 480000 | 1.0723 |
| 1.0541 | 0.48 | 480500 | 1.0311 |
| 1.2579 | 0.48 | 481000 | 1.2089 |
| 1.2447 | 0.48 | 481500 | 1.1064 |
| 1.0807 | 0.48 | 482000 | 0.9567 |
| 1.2725 | 0.48 | 482500 | 1.0597 |
| 1.359 | 0.48 | 483000 | 1.0043 |
| 1.2865 | 0.48 | 483500 | 1.2506 |
| 1.1929 | 0.48 | 484000 | 1.1183 |
| 1.2422 | 0.48 | 484500 | 1.0154 |
| 1.5777 | 0.48 | 485000 | 1.2672 |
| 1.2797 | 0.48 | 485500 | 1.1474 |
| 1.3223 | 0.48 | 486000 | 0.9508 |
| 1.1561 | 0.48 | 486500 | 1.0639 |
| 1.2612 | 0.49 | 487000 | 1.0425 |
| 1.3531 | 0.49 | 487500 | 1.0223 |
| 1.2347 | 0.49 | 488000 | 1.0598 |
| 1.242 | 0.49 | 488500 | 1.0452 |
| 1.3226 | 0.49 | 489000 | nan |
| 1.1773 | 0.49 | 489500 | 1.1480 |
| 1.233 | 0.49 | 490000 | 1.2238 |
| 1.3389 | 0.49 | 490500 | 1.1535 |
| 1.1584 | 0.49 | 491000 | 1.2678 |
| 1.333 | 0.49 | 491500 | 1.1338 |
| 0.9865 | 0.49 | 492000 | 1.1873 |
| 1.3112 | 0.49 | 492500 | 1.1624 |
| 1.164 | 0.49 | 493000 | 1.3000 |
| 1.3282 | 0.49 | 493500 | 1.1565 |
| 1.2671 | 0.49 | 494000 | 1.1215 |
| 1.1043 | 0.49 | 494500 | 1.3868 |
| 1.2605 | 0.49 | 495000 | 1.1497 |
| 1.2154 | 0.49 | 495500 | 1.1353 |
| 1.1819 | 0.49 | 496000 | 1.1622 |
| 1.2754 | 0.49 | 496500 | 1.2557 |
| 1.3656 | 0.5 | 497000 | 1.1074 |
| 1.3307 | 0.5 | 497500 | 1.1340 |
| 1.2785 | 0.5 | 498000 | 1.2494 |
| 1.2454 | 0.5 | 498500 | 1.1505 |
| 1.0425 | 0.5 | 499000 | 0.9036 |
| 1.3036 | 0.5 | 499500 | 1.1442 |
| 1.1853 | 0.5 | 500000 | 1.1581 |
| 1.2829 | 0.5 | 500500 | 1.0909 |
| 1.3853 | 0.5 | 501000 | 1.2156 |
| 1.2879 | 0.5 | 501500 | 0.9998 |
| 1.3203 | 0.5 | 502000 | 1.5072 |
| 1.393 | 0.5 | 502500 | 1.1277 |
| 1.1575 | 0.5 | 503000 | 0.9812 |
| 1.2248 | 0.5 | 503500 | 1.1752 |
| 1.3479 | 0.5 | 504000 | 1.3644 |
| 1.165 | 0.5 | 504500 | 1.4011 |
| 1.1638 | 0.5 | 505000 | 1.0995 |
| 1.2022 | 0.5 | 505500 | 1.1370 |
| 1.3696 | 0.5 | 506000 | 1.0211 |
| 1.2639 | 0.5 | 506500 | 1.0303 |
| 1.5498 | 0.51 | 507000 | 1.1268 |
| 1.4376 | 0.51 | 507500 | 1.2960 |
| 1.1147 | 0.51 | 508000 | 1.1852 |
| 1.211 | 0.51 | 508500 | 1.0952 |
| 1.1416 | 0.51 | 509000 | 1.1228 |
| 1.1975 | 0.51 | 509500 | 0.9847 |
| 1.1209 | 0.51 | 510000 | 1.2893 |
| 1.2259 | 0.51 | 510500 | 1.4071 |
| 1.3647 | 0.51 | 511000 | 1.1955 |
| 1.2114 | 0.51 | 511500 | 1.0918 |
| 1.1669 | 0.51 | 512000 | 1.2801 |
| 1.2768 | 0.51 | 512500 | 1.2325 |
| 1.2129 | 0.51 | 513000 | 1.2504 |
| 1.2127 | 0.51 | 513500 | 1.1212 |
| 1.1453 | 0.51 | 514000 | 1.1745 |
| 1.3429 | 0.51 | 514500 | 1.1246 |
| 1.1826 | 0.51 | 515000 | 1.0299 |
| 1.2514 | 0.51 | 515500 | 1.0796 |
| 1.1701 | 0.51 | 516000 | 0.9857 |
| 1.2566 | 0.51 | 516500 | nan |
| 1.3415 | 0.52 | 517000 | 1.0655 |
| 1.3036 | 0.52 | 517500 | 1.1508 |
| 1.3067 | 0.52 | 518000 | 1.2208 |
| 1.2452 | 0.52 | 518500 | 1.2754 |
| 1.2664 | 0.52 | 519000 | 1.0207 |
| 1.1911 | 0.52 | 519500 | 1.1260 |
| 1.2701 | 0.52 | 520000 | 1.2457 |
| 1.1581 | 0.52 | 520500 | 1.0111 |
| 1.2024 | 0.52 | 521000 | 0.9941 |
| 1.2531 | 0.52 | 521500 | 1.1327 |
| 1.1347 | 0.52 | 522000 | 1.3000 |
| 1.295 | 0.52 | 522500 | 1.1569 |
| 1.3779 | 0.52 | 523000 | 1.2132 |
| 1.1455 | 0.52 | 523500 | nan |
| 1.2229 | 0.52 | 524000 | 1.1783 |
| 1.2216 | 0.52 | 524500 | 0.9736 |
| 1.2672 | 0.52 | 525000 | 1.1923 |
| 1.2412 | 0.52 | 525500 | 1.1209 |
| 1.3063 | 0.52 | 526000 | 1.1175 |
| 1.1701 | 0.52 | 526500 | 1.1349 |
| 1.2155 | 0.53 | 527000 | 1.2312 |
| 1.187 | 0.53 | 527500 | 0.9708 |
| 1.3984 | 0.53 | 528000 | 1.1252 |
| 1.08 | 0.53 | 528500 | 1.1496 |
| 1.1897 | 0.53 | 529000 | 1.2101 |
| 1.0818 | 0.53 | 529500 | 1.0574 |
| 1.3729 | 0.53 | 530000 | 1.0269 |
| 1.2229 | 0.53 | 530500 | 1.0520 |
| 1.2207 | 0.53 | 531000 | 1.2092 |
| 1.3416 | 0.53 | 531500 | 1.1183 |
| 1.1994 | 0.53 | 532000 | 1.3328 |
| 1.03 | 0.53 | 532500 | 1.0268 |
| 1.2511 | 0.53 | 533000 | 1.1580 |
| 1.4288 | 0.53 | 533500 | 1.0805 |
| 1.3128 | 0.53 | 534000 | 0.9170 |
| 1.2676 | 0.53 | 534500 | nan |
| 1.3254 | 0.53 | 535000 | 1.1531 |
| 1.2611 | 0.53 | 535500 | 1.1579 |
| 1.2757 | 0.53 | 536000 | 1.2614 |
| 1.0637 | 0.53 | 536500 | 1.2536 |
| 1.1985 | 0.54 | 537000 | 1.0809 |
| 1.2869 | 0.54 | 537500 | 1.1119 |
| 1.1286 | 0.54 | 538000 | 1.3740 |
| 1.218 | 0.54 | 538500 | 1.2516 |
| 1.1778 | 0.54 | 539000 | 1.1658 |
| 1.2591 | 0.54 | 539500 | 1.1261 |
| 1.1485 | 0.54 | 540000 | 0.9189 |
| 1.255 | 0.54 | 540500 | 1.1238 |
| 1.2997 | 0.54 | 541000 | 1.1380 |
| 1.2902 | 0.54 | 541500 | 1.1267 |
| 1.2309 | 0.54 | 542000 | 1.2518 |
| 1.3244 | 0.54 | 542500 | 1.1715 |
| 1.0897 | 0.54 | 543000 | 1.1586 |
| 1.2456 | 0.54 | 543500 | 1.1514 |
| 1.1621 | 0.54 | 544000 | 1.0886 |
| 1.1361 | 0.54 | 544500 | 1.2929 |
| 1.1141 | 0.54 | 545000 | 1.0738 |
| 1.2824 | 0.54 | 545500 | 1.1737 |
| 1.199 | 0.54 | 546000 | nan |
| 1.2171 | 0.54 | 546500 | 1.0828 |
| 1.122 | 0.55 | 547000 | 1.1836 |
| 1.1995 | 0.55 | 547500 | 1.2722 |
| 1.1996 | 0.55 | 548000 | 1.1415 |
| 1.0952 | 0.55 | 548500 | 1.2302 |
| 0.9996 | 0.55 | 549000 | 1.4209 |
| 1.0083 | 0.55 | 549500 | 1.1425 |
| 1.0838 | 0.55 | 550000 | 1.1605 |
| 1.2979 | 0.55 | 550500 | 1.1344 |
| 1.0227 | 0.55 | 551000 | 0.9969 |
| 1.0876 | 0.55 | 551500 | 1.1344 |
| 1.3253 | 0.55 | 552000 | 0.9591 |
| 1.2236 | 0.55 | 552500 | 1.1075 |
| 1.343 | 0.55 | 553000 | 1.1106 |
| 1.2433 | 0.55 | 553500 | nan |
| 1.2467 | 0.55 | 554000 | 1.2768 |
| 1.1733 | 0.55 | 554500 | 1.1847 |
| 1.0422 | 0.55 | 555000 | 1.0901 |
| 1.1605 | 0.55 | 555500 | 1.2191 |
| 1.2872 | 0.55 | 556000 | 0.9859 |
| 1.1719 | 0.55 | 556500 | 1.1437 |
| 1.2212 | 0.56 | 557000 | 0.9409 |
| 1.3614 | 0.56 | 557500 | 1.2898 |
| 1.1251 | 0.56 | 558000 | 1.0264 |
| 1.1793 | 0.56 | 558500 | 1.2284 |
| 1.1631 | 0.56 | 559000 | 1.2522 |
| 1.1449 | 0.56 | 559500 | 1.0643 |
| 1.2975 | 0.56 | 560000 | 0.9613 |
| 1.2885 | 0.56 | 560500 | 1.3510 |
| 1.0664 | 0.56 | 561000 | 1.0842 |
| 1.2812 | 0.56 | 561500 | 0.9360 |
| 1.146 | 0.56 | 562000 | 0.9906 |
| 1.2216 | 0.56 | 562500 | 1.0595 |
| 1.1219 | 0.56 | 563000 | 1.2921 |
| 1.166 | 0.56 | 563500 | 1.1428 |
| 1.1264 | 0.56 | 564000 | 1.0246 |
| 1.2335 | 0.56 | 564500 | 0.9931 |
| 1.2932 | 0.56 | 565000 | 1.0669 |
| 1.1055 | 0.56 | 565500 | 0.9416 |
| 1.1699 | 0.56 | 566000 | 1.2209 |
| 1.1623 | 0.56 | 566500 | 1.0170 |
| 1.2401 | 0.57 | 567000 | 0.9800 |
| 1.1572 | 0.57 | 567500 | 1.2626 |
| 1.2366 | 0.57 | 568000 | 1.0911 |
| 1.1184 | 0.57 | 568500 | 1.2024 |
| 1.4116 | 0.57 | 569000 | 1.2826 |
| 1.205 | 0.57 | 569500 | 1.1942 |
| 1.1795 | 0.57 | 570000 | 0.8911 |
| 1.2585 | 0.57 | 570500 | 1.1139 |
| 1.1545 | 0.57 | 571000 | 1.1614 |
| 1.1305 | 0.57 | 571500 | 1.0018 |
| 1.1198 | 0.57 | 572000 | 1.1321 |
| 1.2372 | 0.57 | 572500 | 1.2675 |
| 1.2194 | 0.57 | 573000 | 0.9577 |
| 1.2311 | 0.57 | 573500 | 1.1232 |
| 1.2331 | 0.57 | 574000 | 0.9015 |
| 1.2306 | 0.57 | 574500 | 1.1933 |
| 1.2222 | 0.57 | 575000 | 1.1960 |
| 1.0968 | 0.57 | 575500 | 1.0614 |
| 1.001 | 0.57 | 576000 | 0.9384 |
| 1.162 | 0.57 | 576500 | 1.0004 |
| 1.1545 | 0.57 | 577000 | 1.0657 |
| 1.2225 | 0.58 | 577500 | 1.0699 |
| 1.3174 | 0.58 | 578000 | 1.1371 |
| 1.2335 | 0.58 | 578500 | 0.9830 |
| 1.062 | 0.58 | 579000 | 1.0404 |
| 1.1555 | 0.58 | 579500 | 1.2330 |
| 1.0507 | 0.58 | 580000 | 1.0217 |
| 1.3148 | 0.58 | 580500 | 1.1976 |
| 1.2411 | 0.58 | 581000 | 1.0443 |
| 1.2523 | 0.58 | 581500 | 1.1719 |
| 1.0053 | 0.58 | 582000 | 0.9441 |
| 1.044 | 0.58 | 582500 | 1.0913 |
| 1.1545 | 0.58 | 583000 | 1.0709 |
| 1.1368 | 0.58 | 583500 | 1.0980 |
| 1.1388 | 0.58 | 584000 | 1.0101 |
| 1.1524 | 0.58 | 584500 | 1.4836 |
| 1.233 | 0.58 | 585000 | 1.0155 |
| 1.063 | 0.58 | 585500 | 1.2653 |
| 1.2151 | 0.58 | 586000 | 0.8625 |
| 1.1753 | 0.58 | 586500 | 0.8960 |
| 1.1507 | 0.58 | 587000 | 1.0408 |
| 0.9935 | 0.59 | 587500 | 1.1425 |
| 1.0833 | 0.59 | 588000 | 0.9857 |
| 1.1243 | 0.59 | 588500 | 1.0524 |
| 1.1845 | 0.59 | 589000 | 0.9635 |
| 1.0454 | 0.59 | 589500 | 1.3982 |
| 1.1001 | 0.59 | 590000 | 1.0664 |
| 1.1763 | 0.59 | 590500 | 0.9967 |
| 1.2583 | 0.59 | 591000 | 1.1116 |
| 1.1376 | 0.59 | 591500 | 1.2458 |
| 1.095 | 0.59 | 592000 | 1.0834 |
| 1.1642 | 0.59 | 592500 | 1.0298 |
| 1.2935 | 0.59 | 593000 | 1.0597 |
| 1.1795 | 0.59 | 593500 | 1.1552 |
| 1.2017 | 0.59 | 594000 | 1.1007 |
| 1.17 | 0.59 | 594500 | 1.2038 |
| 1.1601 | 0.59 | 595000 | 1.0135 |
| 1.043 | 0.59 | 595500 | 1.1054 |
| 1.2088 | 0.59 | 596000 | 1.0655 |
| 1.3683 | 0.59 | 596500 | 0.9485 |
| 1.1137 | 0.59 | 597000 | nan |
| 0.9769 | 0.6 | 597500 | 1.0667 |
| 1.1884 | 0.6 | 598000 | 1.2274 |
| 1.0602 | 0.6 | 598500 | 0.8829 |
| 1.1928 | 0.6 | 599000 | 1.0859 |
| 0.9979 | 0.6 | 599500 | 1.1672 |
| 1.2036 | 0.6 | 600000 | 1.0867 |
| 1.1774 | 0.6 | 600500 | 1.0209 |
| 1.1267 | 0.6 | 601000 | 0.9678 |
| 1.1133 | 0.6 | 601500 | 1.0344 |
| 1.1388 | 0.6 | 602000 | nan |
| 1.0381 | 0.6 | 602500 | 1.0536 |
| 1.1685 | 0.6 | 603000 | 1.0411 |
| 1.0281 | 0.6 | 603500 | 1.0761 |
| 1.2258 | 0.6 | 604000 | 1.0888 |
| 1.1742 | 0.6 | 604500 | nan |
| 1.1919 | 0.6 | 605000 | 0.9353 |
| 1.285 | 0.6 | 605500 | 1.0899 |
| 1.2473 | 0.6 | 606000 | 1.1401 |
| 1.2003 | 0.6 | 606500 | 1.0580 |
| 1.2551 | 0.6 | 607000 | 1.1161 |
| 1.2231 | 0.61 | 607500 | 0.7766 |
| 1.155 | 0.61 | 608000 | 0.9816 |
| 1.2222 | 0.61 | 608500 | nan |
| 1.127 | 0.61 | 609000 | 0.9119 |
| 1.1471 | 0.61 | 609500 | 1.0717 |
| 1.1323 | 0.61 | 610000 | 1.2371 |
| 1.0461 | 0.61 | 610500 | 0.9826 |
| 1.0649 | 0.61 | 611000 | 1.1356 |
| 1.0158 | 0.61 | 611500 | 1.0202 |
| 1.0133 | 0.61 | 612000 | 1.1239 |
| 1.1582 | 0.61 | 612500 | 0.9099 |
| 1.1411 | 0.61 | 613000 | 1.1155 |
| 1.1051 | 0.61 | 613500 | 0.9780 |
| 1.2987 | 0.61 | 614000 | 1.0444 |
| 1.1692 | 0.61 | 614500 | 1.0905 |
| 1.0021 | 0.61 | 615000 | 0.8513 |
| 1.0502 | 0.61 | 615500 | 1.2475 |
| 1.1538 | 0.61 | 616000 | nan |
| 1.2744 | 0.61 | 616500 | 1.1055 |
| 1.0801 | 0.61 | 617000 | 1.0345 |
| 1.4174 | 0.62 | 617500 | 1.0512 |
| 1.228 | 0.62 | 618000 | 1.0924 |
| 0.9771 | 0.62 | 618500 | 1.0787 |
| 1.1641 | 0.62 | 619000 | 0.9057 |
| 1.2503 | 0.62 | 619500 | 0.9837 |
| 1.0574 | 0.62 | 620000 | 1.1018 |
| 1.2175 | 0.62 | 620500 | 1.0537 |
| 1.1215 | 0.62 | 621000 | 1.0203 |
| 1.1492 | 0.62 | 621500 | 0.9736 |
| 1.1054 | 0.62 | 622000 | 1.1661 |
| 1.2329 | 0.62 | 622500 | 1.1719 |
| 0.9984 | 0.62 | 623000 | 1.0670 |
| 1.1748 | 0.62 | 623500 | 1.1752 |
| 1.2931 | 0.62 | 624000 | 1.0829 |
| 1.1593 | 0.62 | 624500 | 1.1809 |
| 1.2978 | 0.62 | 625000 | 1.0487 |
| 1.2113 | 0.62 | 625500 | 1.0120 |
| 1.1864 | 0.62 | 626000 | 1.0326 |
| 1.1347 | 0.62 | 626500 | 1.0998 |
| 1.1691 | 0.62 | 627000 | nan |
| 0.9162 | 0.63 | 627500 | 0.8967 |
| 1.2242 | 0.63 | 628000 | 0.9770 |
| 1.1653 | 0.63 | 628500 | 1.1941 |
| 1.112 | 0.63 | 629000 | 0.8187 |
| 1.2472 | 0.63 | 629500 | 1.1372 |
| 1.1275 | 0.63 | 630000 | 0.9662 |
| 1.2081 | 0.63 | 630500 | 1.0823 |
| 1.1106 | 0.63 | 631000 | 0.8579 |
| 1.2252 | 0.63 | 631500 | 0.9173 |
| 1.282 | 0.63 | 632000 | 1.1389 |
| 1.107 | 0.63 | 632500 | 0.8302 |
| 1.2208 | 0.63 | 633000 | 1.0706 |
| 1.2108 | 0.63 | 633500 | 0.9408 |
| 1.0834 | 0.63 | 634000 | nan |
| 1.0646 | 0.63 | 634500 | 1.1117 |
| 1.1145 | 0.63 | 635000 | 1.2201 |
| 1.3921 | 0.63 | 635500 | 1.1977 |
| 1.0512 | 0.63 | 636000 | nan |
| 1.0862 | 0.63 | 636500 | 0.9712 |
| 1.1816 | 0.63 | 637000 | 1.1537 |
| 1.0563 | 0.64 | 637500 | 0.7973 |
| 1.1201 | 0.64 | 638000 | 0.8782 |
| 1.0974 | 0.64 | 638500 | 1.0336 |
| 1.1832 | 0.64 | 639000 | 1.0683 |
| 1.1778 | 0.64 | 639500 | nan |
| 1.2779 | 0.64 | 640000 | 1.2392 |
| 1.0223 | 0.64 | 640500 | nan |
| 1.0849 | 0.64 | 641000 | 1.0269 |
| 1.0669 | 0.64 | 641500 | 0.9726 |
| 1.0701 | 0.64 | 642000 | nan |
| 1.0875 | 0.64 | 642500 | 0.9896 |
| 1.2211 | 0.64 | 643000 | 1.2505 |
| 1.0789 | 0.64 | 643500 | 0.9850 |
| 1.1752 | 0.64 | 644000 | 1.1121 |
| 1.1605 | 0.64 | 644500 | 0.9758 |
| 1.1112 | 0.64 | 645000 | 1.0078 |
| 1.1955 | 0.64 | 645500 | 0.8961 |
| 1.1488 | 0.64 | 646000 | 1.0941 |
| 1.2169 | 0.64 | 646500 | 0.9891 |
| 1.0055 | 0.64 | 647000 | 1.0510 |
| 1.1323 | 0.65 | 647500 | 0.9953 |
| 1.2477 | 0.65 | 648000 | 1.1455 |
| 1.1869 | 0.65 | 648500 | 0.9895 |
| 1.1119 | 0.65 | 649000 | 1.0783 |
| 1.1073 | 0.65 | 649500 | 1.0399 |
| 1.26 | 0.65 | 650000 | 1.1007 |
| 1.0669 | 0.65 | 650500 | 1.1504 |
| 1.0751 | 0.65 | 651000 | 1.2684 |
| 0.9998 | 0.65 | 651500 | 1.2660 |
| 1.1145 | 0.65 | 652000 | 1.1191 |
| 1.2155 | 0.65 | 652500 | nan |
| 1.2074 | 0.65 | 653000 | 1.1560 |
| 1.2833 | 0.65 | 653500 | 1.1420 |
| 1.1226 | 0.65 | 654000 | 0.9431 |
| 1.0847 | 0.65 | 654500 | 1.0828 |
| 1.198 | 0.65 | 655000 | 1.1274 |
| 1.2076 | 0.65 | 655500 | nan |
| 1.0161 | 0.65 | 656000 | 0.9533 |
| 1.2132 | 0.65 | 656500 | 1.1449 |
| 1.1414 | 0.65 | 657000 | 1.0075 |
| 1.1624 | 0.66 | 657500 | 1.0912 |
| 1.1635 | 0.66 | 658000 | 1.0627 |
| 1.2682 | 0.66 | 658500 | 1.0936 |
| 1.3265 | 0.66 | 659000 | 0.9986 |
| 1.2487 | 0.66 | 659500 | 0.9806 |
| 0.9261 | 0.66 | 660000 | 0.9169 |
| 1.2066 | 0.66 | 660500 | 0.9505 |
| 1.1673 | 0.66 | 661000 | 0.8984 |
| 1.2907 | 0.66 | 661500 | 1.1531 |
| 1.1354 | 0.66 | 662000 | 1.2422 |
| 1.0328 | 0.66 | 662500 | 1.0516 |
| 1.068 | 0.66 | 663000 | 1.0116 |
| 1.068 | 0.66 | 663500 | 1.2097 |
| 1.2159 | 0.66 | 664000 | 1.2744 |
| 1.1959 | 0.66 | 664500 | 1.1866 |
| 1.161 | 0.66 | 665000 | 0.9820 |
| 1.1079 | 0.66 | 665500 | 1.1168 |
| 1.1149 | 0.66 | 666000 | 1.0447 |
| 1.2179 | 0.66 | 666500 | 1.0639 |
| 1.0421 | 0.66 | 667000 | 1.0028 |
| 1.1006 | 0.67 | 667500 | 1.3189 |
| 1.0035 | 0.67 | 668000 | 0.9593 |
| 1.0075 | 0.67 | 668500 | 1.1534 |
| 1.1668 | 0.67 | 669000 | 0.9519 |
| 1.0911 | 0.67 | 669500 | 0.9474 |
| 1.24 | 0.67 | 670000 | 1.0423 |
| 1.24 | 0.67 | 670500 | 0.9872 |
| 1.1191 | 0.67 | 671000 | 1.0297 |
| 1.05 | 0.67 | 671500 | nan |
| 1.1114 | 0.67 | 672000 | 0.9059 |
| 1.2523 | 0.67 | 672500 | 0.9572 |
| 1.1508 | 0.67 | 673000 | 0.8944 |
| 1.1103 | 0.67 | 673500 | 1.2634 |
| 1.0919 | 0.67 | 674000 | 0.9867 |
| 1.1066 | 0.67 | 674500 | 1.0713 |
| 1.189 | 0.67 | 675000 | 1.0739 |
| 1.1194 | 0.67 | 675500 | 1.1424 |
| 1.0014 | 0.67 | 676000 | 1.0659 |
| 1.0069 | 0.67 | 676500 | 0.9581 |
| 1.0079 | 0.67 | 677000 | 0.9963 |
| 1.2124 | 0.68 | 677500 | 1.0868 |
| 1.2345 | 0.68 | 678000 | 1.1418 |
| 1.1832 | 0.68 | 678500 | 1.1071 |
| 1.3119 | 0.68 | 679000 | 0.9699 |
| 1.1137 | 0.68 | 679500 | 0.9642 |
| 1.029 | 0.68 | 680000 | 0.9686 |
| 1.1419 | 0.68 | 680500 | 1.1522 |
| 1.2178 | 0.68 | 681000 | 1.0046 |
| 1.0539 | 0.68 | 681500 | 0.8113 |
| 0.9832 | 0.68 | 682000 | 0.9174 |
| 1.2136 | 0.68 | 682500 | 1.0111 |
| 1.2668 | 0.68 | 683000 | 1.0705 |
| 1.304 | 0.68 | 683500 | 1.0477 |
| 1.1673 | 0.68 | 684000 | 1.0087 |
| 1.1517 | 0.68 | 684500 | 1.0345 |
| 0.9682 | 0.68 | 685000 | nan |
| 1.0283 | 0.68 | 685500 | 1.0555 |
| 1.072 | 0.68 | 686000 | 1.0736 |
| 1.1037 | 0.68 | 686500 | 0.9613 |
| 1.1296 | 0.68 | 687000 | 1.2534 |
| 1.104 | 0.69 | 687500 | 0.9317 |
| 1.1341 | 0.69 | 688000 | 1.0803 |
| 1.2183 | 0.69 | 688500 | 0.9703 |
| 1.0126 | 0.69 | 689000 | 0.8948 |
| 1.0352 | 0.69 | 689500 | 1.0014 |
| 1.0973 | 0.69 | 690000 | 1.0992 |
| 0.9375 | 0.69 | 690500 | 0.9987 |
| 1.1348 | 0.69 | 691000 | 1.0891 |
| 1.2977 | 0.69 | 691500 | 1.2045 |
| 1.222 | 0.69 | 692000 | 0.9288 |
| 1.2686 | 0.69 | 692500 | 1.1311 |
| 1.1269 | 0.69 | 693000 | 1.1144 |
| 1.2748 | 0.69 | 693500 | 1.1184 |
| 1.0713 | 0.69 | 694000 | 0.8813 |
| 1.2138 | 0.69 | 694500 | 1.0042 |
| 1.0905 | 0.69 | 695000 | 1.0998 |
| 1.1349 | 0.69 | 695500 | 0.8669 |
| 1.2089 | 0.69 | 696000 | 0.9698 |
| 1.0405 | 0.69 | 696500 | 1.0073 |
| 1.1263 | 0.69 | 697000 | 0.9463 |
| 1.0972 | 0.7 | 697500 | 0.7633 |
| 1.2073 | 0.7 | 698000 | 1.0156 |
| 1.0506 | 0.7 | 698500 | 1.0123 |
| 1.0895 | 0.7 | 699000 | 1.1755 |
| 0.89 | 0.7 | 699500 | 0.9462 |
| 1.1318 | 0.7 | 700000 | 0.9881 |
| 1.0518 | 0.7 | 700500 | 0.9619 |
| 1.1599 | 0.7 | 701000 | 1.0019 |
| 1.148 | 0.7 | 701500 | 1.0964 |
| 1.1886 | 0.7 | 702000 | 0.8536 |
| 1.1638 | 0.7 | 702500 | 1.0511 |
| 1.092 | 0.7 | 703000 | 0.7042 |
| 1.1588 | 0.7 | 703500 | 0.9756 |
| 1.0992 | 0.7 | 704000 | 0.9916 |
| 1.0164 | 0.7 | 704500 | 0.8260 |
| 1.1722 | 0.7 | 705000 | 0.9199 |
| 1.0326 | 0.7 | 705500 | 0.9612 |
| 0.9985 | 0.7 | 706000 | 1.0517 |
| 1.0007 | 0.7 | 706500 | 1.0341 |
| 1.2129 | 0.7 | 707000 | 1.0155 |
| 1.2002 | 0.71 | 707500 | 0.9674 |
| 1.0933 | 0.71 | 708000 | 1.0843 |
| 0.9274 | 0.71 | 708500 | 1.0882 |
| 1.1444 | 0.71 | 709000 | 1.0758 |
| 1.1124 | 0.71 | 709500 | 1.0599 |
| 1.1742 | 0.71 | 710000 | 0.8873 |
| 1.0358 | 0.71 | 710500 | 0.9553 |
| 1.0053 | 0.71 | 711000 | 0.9828 |
| 1.2097 | 0.71 | 711500 | 0.9218 |
| 1.082 | 0.71 | 712000 | 0.9800 |
| 1.1625 | 0.71 | 712500 | 0.8909 |
| 1.1087 | 0.71 | 713000 | 0.9919 |
| 0.9851 | 0.71 | 713500 | nan |
| 1.0783 | 0.71 | 714000 | 1.0876 |
| 1.0826 | 0.71 | 714500 | 1.1900 |
| 1.0737 | 0.71 | 715000 | 1.2999 |
| 1.0561 | 0.71 | 715500 | 1.0910 |
| 1.076 | 0.71 | 716000 | 1.0914 |
| 0.9716 | 0.71 | 716500 | 1.1442 |
| 1.145 | 0.71 | 717000 | 0.9240 |
| 1.0932 | 0.71 | 717500 | 1.0006 |
| 1.2008 | 0.72 | 718000 | 1.0475 |
| 1.0722 | 0.72 | 718500 | 1.1213 |
| 1.0566 | 0.72 | 719000 | 1.0672 |
| 1.0447 | 0.72 | 719500 | 1.2664 |
| 1.1799 | 0.72 | 720000 | 0.9877 |
| 1.2215 | 0.72 | 720500 | 0.9292 |
| 1.0369 | 0.72 | 721000 | 1.0020 |
| 1.1978 | 0.72 | 721500 | 1.0856 |
| 1.1333 | 0.72 | 722000 | 0.9738 |
| 1.0517 | 0.72 | 722500 | 1.1230 |
| 1.0953 | 0.72 | 723000 | 1.1509 |
| 1.1379 | 0.72 | 723500 | 1.0154 |
| 1.0034 | 0.72 | 724000 | 0.9119 |
| 1.1049 | 0.72 | 724500 | 0.8090 |
| 1.0686 | 0.72 | 725000 | 1.1838 |
| 1.159 | 0.72 | 725500 | 1.0181 |
| 1.1676 | 0.72 | 726000 | 0.8759 |
| 1.0819 | 0.72 | 726500 | 0.8768 |
| 1.0032 | 0.72 | 727000 | 0.9479 |
| 0.9717 | 0.72 | 727500 | 0.7905 |
| 1.0443 | 0.73 | 728000 | 1.0193 |
| 1.1519 | 0.73 | 728500 | 1.1422 |
| 1.1545 | 0.73 | 729000 | 1.1451 |
| 1.079 | 0.73 | 729500 | 0.8360 |
| 1.1986 | 0.73 | 730000 | nan |
| 1.2123 | 0.73 | 730500 | 0.8963 |
| 1.1318 | 0.73 | 731000 | 1.1021 |
| 1.1418 | 0.73 | 731500 | 0.9684 |
| 1.1609 | 0.73 | 732000 | 0.9403 |
| 0.9495 | 0.73 | 732500 | 1.1400 |
| 1.2157 | 0.73 | 733000 | 0.9982 |
| 1.1854 | 0.73 | 733500 | 0.9067 |
| 1.1075 | 0.73 | 734000 | 0.9632 |
| 0.9022 | 0.73 | 734500 | 0.9978 |
| 1.1937 | 0.73 | 735000 | 1.0020 |
| 1.0164 | 0.73 | 735500 | 0.9756 |
| 1.1556 | 0.73 | 736000 | nan |
| 1.1017 | 0.73 | 736500 | 1.0370 |
| 0.9096 | 0.73 | 737000 | 1.0343 |
| 1.1444 | 0.73 | 737500 | 0.9918 |
| 1.0907 | 0.74 | 738000 | 1.0776 |
| 0.9498 | 0.74 | 738500 | 0.7468 |
| 1.0662 | 0.74 | 739000 | 0.8536 |
| 1.0644 | 0.74 | 739500 | 1.1285 |
| 1.1437 | 0.74 | 740000 | 1.0671 |
| 1.1237 | 0.74 | 740500 | 1.0637 |
| 1.101 | 0.74 | 741000 | nan |
| 1.1831 | 0.74 | 741500 | 0.8532 |
| 1.1261 | 0.74 | 742000 | 0.9363 |
| 0.9502 | 0.74 | 742500 | 0.8219 |
| 0.9473 | 0.74 | 743000 | 1.0812 |
| 1.1215 | 0.74 | 743500 | 0.9427 |
| 1.1678 | 0.74 | 744000 | 1.0427 |
| 1.0884 | 0.74 | 744500 | 1.1171 |
| 1.0599 | 0.74 | 745000 | 1.1678 |
| 1.1102 | 0.74 | 745500 | 0.9940 |
| 1.0328 | 0.74 | 746000 | 1.0396 |
| 1.122 | 0.74 | 746500 | 0.8996 |
| 1.1239 | 0.74 | 747000 | 1.0403 |
| 0.9759 | 0.74 | 747500 | 0.9294 |
| 1.1094 | 0.75 | 748000 | 1.1705 |
| 0.9673 | 0.75 | 748500 | nan |
| 1.125 | 0.75 | 749000 | 1.1480 |
| 1.1023 | 0.75 | 749500 | 1.0199 |
| 1.1115 | 0.75 | 750000 | 0.9294 |
| 1.1884 | 0.75 | 750500 | 1.0577 |
| 1.0337 | 0.75 | 751000 | 1.0647 |
| 1.0661 | 0.75 | 751500 | 1.3260 |
| 0.9342 | 0.75 | 752000 | 1.0755 |
| 1.181 | 0.75 | 752500 | 0.9717 |
| 0.9873 | 0.75 | 753000 | 0.9201 |
| 1.0637 | 0.75 | 753500 | 0.9409 |
| 1.1865 | 0.75 | 754000 | 0.9734 |
| 1.1359 | 0.75 | 754500 | 0.9395 |
| 1.0242 | 0.75 | 755000 | 0.9367 |
| 0.9462 | 0.75 | 755500 | 0.9185 |
| 1.0595 | 0.75 | 756000 | 1.0498 |
| 1.0647 | 0.75 | 756500 | 1.0196 |
| 1.0795 | 0.75 | 757000 | 0.9829 |
| 1.0422 | 0.75 | 757500 | 1.0059 |
| 1.2149 | 0.76 | 758000 | 1.0421 |
| 1.152 | 0.76 | 758500 | 1.0062 |
| 1.0087 | 0.76 | 759000 | 1.1978 |
| 1.1104 | 0.76 | 759500 | 0.9963 |
| 1.1256 | 0.76 | 760000 | 1.0450 |
| 1.1195 | 0.76 | 760500 | 1.1581 |
| 1.0896 | 0.76 | 761000 | 0.8902 |
| 1.3338 | 0.76 | 761500 | 0.9743 |
| 1.0631 | 0.76 | 762000 | 1.2222 |
| 0.9588 | 0.76 | 762500 | 0.9207 |
| 0.9962 | 0.76 | 763000 | 0.8627 |
| 1.1741 | 0.76 | 763500 | 1.0095 |
| 1.0482 | 0.76 | 764000 | 1.0816 |
| 1.1679 | 0.76 | 764500 | 0.8985 |
| 1.1333 | 0.76 | 765000 | 0.9617 |
| 1.1914 | 0.76 | 765500 | 1.0545 |
| 1.036 | 0.76 | 766000 | 1.2102 |
| 1.055 | 0.76 | 766500 | 1.0905 |
| 1.0817 | 0.76 | 767000 | 1.0944 |
| 0.9581 | 0.76 | 767500 | 1.0565 |
| 1.0249 | 0.77 | 768000 | 0.8369 |
| 1.0175 | 0.77 | 768500 | 1.1759 |
| 1.0121 | 0.77 | 769000 | 1.0792 |
| 1.1706 | 0.77 | 769500 | 0.9451 |
| 1.0559 | 0.77 | 770000 | 0.9676 |
| 0.9819 | 0.77 | 770500 | 1.0864 |
| 0.929 | 0.77 | 771000 | nan |
| 1.1655 | 0.77 | 771500 | 1.0931 |
| 1.0703 | 0.77 | 772000 | 0.9532 |
| 1.2008 | 0.77 | 772500 | 0.9880 |
| 1.0521 | 0.77 | 773000 | 0.9256 |
| 1.1331 | 0.77 | 773500 | 0.9806 |
| 1.1424 | 0.77 | 774000 | 1.0932 |
| 1.0113 | 0.77 | 774500 | 0.9784 |
| 1.1084 | 0.77 | 775000 | 1.2587 |
| 0.9779 | 0.77 | 775500 | 1.0673 |
| 1.129 | 0.77 | 776000 | 0.9195 |
| 1.0081 | 0.77 | 776500 | 0.9647 |
| 0.9814 | 0.77 | 777000 | 0.9469 |
| 1.1036 | 0.77 | 777500 | 0.9582 |
| 1.2517 | 0.78 | 778000 | 0.9199 |
| 1.0172 | 0.78 | 778500 | nan |
| 1.3002 | 0.78 | 779000 | 1.0226 |
| 1.1829 | 0.78 | 779500 | 0.9373 |
| 0.9084 | 0.78 | 780000 | 0.8767 |
| 1.0617 | 0.78 | 780500 | 1.1313 |
| 1.2038 | 0.78 | 781000 | 0.9747 |
| 1.0968 | 0.78 | 781500 | 1.0388 |
| 1.1588 | 0.78 | 782000 | 0.9352 |
| 1.2115 | 0.78 | 782500 | 1.0471 |
| 0.9693 | 0.78 | 783000 | 0.9889 |
| 0.9328 | 0.78 | 783500 | 0.9777 |
| 1.0555 | 0.78 | 784000 | 1.0107 |
| 1.1799 | 0.78 | 784500 | 1.0421 |
| 1.1043 | 0.78 | 785000 | 1.0618 |
| 1.1569 | 0.78 | 785500 | 1.0404 |
| 1.0015 | 0.78 | 786000 | 1.1126 |
| 1.075 | 0.78 | 786500 | nan |
| 1.015 | 0.78 | 787000 | 1.0271 |
| 0.9813 | 0.78 | 787500 | 1.0544 |
| 1.1043 | 0.79 | 788000 | 1.1817 |
| 1.0414 | 0.79 | 788500 | 0.9548 |
| 1.0938 | 0.79 | 789000 | 0.9600 |
| 0.9419 | 0.79 | 789500 | 0.9592 |
| 0.9913 | 0.79 | 790000 | 1.1329 |
| 0.9731 | 0.79 | 790500 | 0.9574 |
| 1.1396 | 0.79 | 791000 | 0.9572 |
| 1.1305 | 0.79 | 791500 | 0.9339 |
| 1.0404 | 0.79 | 792000 | 0.9610 |
| 1.0779 | 0.79 | 792500 | 0.8974 |
| 1.1794 | 0.79 | 793000 | 0.9982 |
| 1.0681 | 0.79 | 793500 | 0.9934 |
| 1.0526 | 0.79 | 794000 | 1.1048 |
| 1.1522 | 0.79 | 794500 | 0.9057 |
| 0.8975 | 0.79 | 795000 | 1.0788 |
| 0.9748 | 0.79 | 795500 | 1.0676 |
| 1.0475 | 0.79 | 796000 | nan |
| 1.1881 | 0.79 | 796500 | 0.9842 |
| 1.0028 | 0.79 | 797000 | 1.0875 |
| 1.0386 | 0.79 | 797500 | 0.8637 |
| 1.2128 | 0.8 | 798000 | 1.0552 |
| 1.1002 | 0.8 | 798500 | nan |
| 1.0173 | 0.8 | 799000 | 1.1272 |
| 1.1848 | 0.8 | 799500 | 1.0233 |
| 1.155 | 0.8 | 800000 | 0.9555 |
| 1.2265 | 0.8 | 800500 | 0.8925 |
| 1.0867 | 0.8 | 801000 | 0.9753 |
| 1.1773 | 0.8 | 801500 | 1.0955 |
| 0.9514 | 0.8 | 802000 | 1.0272 |
| 1.3126 | 0.8 | 802500 | 0.9534 |
| 1.175 | 0.8 | 803000 | 1.0223 |
| 1.3045 | 0.8 | 803500 | 0.9790 |
| 0.9749 | 0.8 | 804000 | 0.9113 |
| 1.1447 | 0.8 | 804500 | 0.9749 |
| 1.1213 | 0.8 | 805000 | 1.1054 |
| 1.0755 | 0.8 | 805500 | 1.1045 |
| 1.0606 | 0.8 | 806000 | 0.9568 |
| 1.042 | 0.8 | 806500 | 1.0453 |
| 1.1463 | 0.8 | 807000 | 1.0219 |
| 1.1205 | 0.8 | 807500 | 0.9966 |
| 1.0532 | 0.81 | 808000 | 1.0481 |
| 0.9021 | 0.81 | 808500 | 0.9597 |
| 1.047 | 0.81 | 809000 | nan |
| 1.0815 | 0.81 | 809500 | 0.9531 |
| 1.1514 | 0.81 | 810000 | 0.9277 |
| 0.9979 | 0.81 | 810500 | 0.8315 |
| 1.0084 | 0.81 | 811000 | 0.9367 |
| 1.0557 | 0.81 | 811500 | 0.7519 |
| 0.9981 | 0.81 | 812000 | 0.9801 |
| 0.972 | 0.81 | 812500 | 0.9585 |
| 1.0014 | 0.81 | 813000 | 1.1281 |
| 1.066 | 0.81 | 813500 | 0.8337 |
| 1.1324 | 0.81 | 814000 | 1.2587 |
| 1.1413 | 0.81 | 814500 | 0.8222 |
| 1.132 | 0.81 | 815000 | 1.0183 |
| 0.9895 | 0.81 | 815500 | 0.8653 |
| 1.1012 | 0.81 | 816000 | 1.0056 |
| 1.1386 | 0.81 | 816500 | 0.8310 |
| 1.0198 | 0.81 | 817000 | 0.9068 |
| 0.92 | 0.81 | 817500 | 0.8974 |
| 1.0605 | 0.82 | 818000 | 0.8455 |
| 1.2266 | 0.82 | 818500 | 1.1008 |
| 0.9124 | 0.82 | 819000 | 0.9346 |
| 1.0234 | 0.82 | 819500 | 0.7413 |
| 1.0484 | 0.82 | 820000 | 0.8702 |
| 0.9878 | 0.82 | 820500 | 1.0953 |
| 1.0376 | 0.82 | 821000 | 1.1013 |
| 1.1266 | 0.82 | 821500 | 1.0151 |
| 1.0736 | 0.82 | 822000 | 1.0231 |
| 1.062 | 0.82 | 822500 | 1.0345 |
| 0.9452 | 0.82 | 823000 | 1.0205 |
| 1.1375 | 0.82 | 823500 | 0.9276 |
| 1.1478 | 0.82 | 824000 | 1.1298 |
| 1.1983 | 0.82 | 824500 | 1.0090 |
| 0.9013 | 0.82 | 825000 | 1.1182 |
| 1.1057 | 0.82 | 825500 | 1.0619 |
| 0.9871 | 0.82 | 826000 | 1.0357 |
| 1.0402 | 0.82 | 826500 | 1.0327 |
| 1.0829 | 0.82 | 827000 | 0.8907 |
| 0.9528 | 0.82 | 827500 | 1.2616 |
| 0.9732 | 0.83 | 828000 | 0.9418 |
| 0.9897 | 0.83 | 828500 | 0.7714 |
| 1.0757 | 0.83 | 829000 | 1.0438 |
| 1.0325 | 0.83 | 829500 | 1.1767 |
| 1.0715 | 0.83 | 830000 | 1.0759 |
| 1.1286 | 0.83 | 830500 | 0.9025 |
| 0.9757 | 0.83 | 831000 | 1.0681 |
| 1.1585 | 0.83 | 831500 | 1.0676 |
| 1.175 | 0.83 | 832000 | 0.9466 |
| 1.1723 | 0.83 | 832500 | 1.0886 |
| 1.2492 | 0.83 | 833000 | 1.1263 |
| 1.0774 | 0.83 | 833500 | 1.0953 |
| 1.0726 | 0.83 | 834000 | 0.9807 |
| 1.029 | 0.83 | 834500 | 0.9173 |
| 0.9688 | 0.83 | 835000 | 0.7944 |
| 1.0739 | 0.83 | 835500 | 0.8344 |
| 0.9792 | 0.83 | 836000 | 0.8838 |
| 1.0036 | 0.83 | 836500 | 0.9808 |
| 1.0943 | 0.83 | 837000 | 0.8239 |
| 1.0296 | 0.83 | 837500 | 1.0455 |
| 0.9171 | 0.84 | 838000 | 0.8277 |
| 1.0985 | 0.84 | 838500 | 1.0857 |
| 1.2124 | 0.84 | 839000 | 1.0957 |
| 0.9165 | 0.84 | 839500 | 1.0086 |
| 1.0589 | 0.84 | 840000 | 1.0264 |
| 1.0135 | 0.84 | 840500 | 1.0214 |
| 0.9637 | 0.84 | 841000 | 0.9598 |
| 1.0873 | 0.84 | 841500 | 0.8756 |
| 1.0339 | 0.84 | 842000 | 0.8555 |
| 1.1264 | 0.84 | 842500 | 0.9691 |
| 1.1745 | 0.84 | 843000 | 1.1016 |
| 0.9691 | 0.84 | 843500 | 0.9053 |
| 1.1005 | 0.84 | 844000 | 0.9461 |
| 1.1611 | 0.84 | 844500 | nan |
| 1.0803 | 0.84 | 845000 | 1.0362 |
| 1.13 | 0.84 | 845500 | 0.8035 |
| 1.0311 | 0.84 | 846000 | nan |
| 1.0498 | 0.84 | 846500 | 0.9059 |
| 1.1087 | 0.84 | 847000 | 0.9645 |
| 0.9971 | 0.84 | 847500 | 0.7874 |
| 1.2631 | 0.85 | 848000 | 1.0513 |
| 1.0707 | 0.85 | 848500 | 0.9234 |
| 0.9242 | 0.85 | 849000 | 0.8437 |
| 1.0094 | 0.85 | 849500 | 0.9455 |
| 1.0086 | 0.85 | 850000 | 0.9388 |
| 0.9035 | 0.85 | 850500 | 0.7668 |
| 0.975 | 0.85 | 851000 | 0.9790 |
| 1.0496 | 0.85 | 851500 | 0.9747 |
| 1.1458 | 0.85 | 852000 | 1.0458 |
| 1.128 | 0.85 | 852500 | nan |
| 1.0883 | 0.85 | 853000 | 0.9824 |
| 1.1121 | 0.85 | 853500 | 0.8922 |
| 0.8418 | 0.85 | 854000 | 1.1442 |
| 1.0721 | 0.85 | 854500 | 1.0256 |
| 1.0739 | 0.85 | 855000 | nan |
| 1.0568 | 0.85 | 855500 | 0.9908 |
| 1.052 | 0.85 | 856000 | 1.2119 |
| 1.0054 | 0.85 | 856500 | 0.8739 |
| 0.9551 | 0.85 | 857000 | 0.7723 |
| 1.0913 | 0.85 | 857500 | 1.0342 |
| 0.9989 | 0.85 | 858000 | 0.9148 |
| 1.0348 | 0.86 | 858500 | 0.9495 |
| 1.0966 | 0.86 | 859000 | 0.9003 |
| 1.2035 | 0.86 | 859500 | 1.0078 |
| 1.1044 | 0.86 | 860000 | 0.9300 |
| 1.0631 | 0.86 | 860500 | 1.1578 |
| 1.1545 | 0.86 | 861000 | nan |
| 1.0075 | 0.86 | 861500 | 1.0475 |
| 1.0375 | 0.86 | 862000 | 1.1721 |
| 1.0209 | 0.86 | 862500 | 0.8580 |
| 1.0987 | 0.86 | 863000 | 0.8837 |
| 1.1409 | 0.86 | 863500 | 0.9451 |
| 1.1241 | 0.86 | 864000 | 1.0105 |
| 1.083 | 0.86 | 864500 | 1.0227 |
| 1.1338 | 0.86 | 865000 | 0.9328 |
| 1.0666 | 0.86 | 865500 | 0.9403 |
| 1.0762 | 0.86 | 866000 | 0.9195 |
| 0.8548 | 0.86 | 866500 | 1.2397 |
| 1.0773 | 0.86 | 867000 | 0.9251 |
| 1.085 | 0.86 | 867500 | 0.9509 |
| 0.9614 | 0.86 | 868000 | 0.9607 |
| 1.0957 | 0.87 | 868500 | 0.9868 |
| 1.0202 | 0.87 | 869000 | 0.9303 |
| 1.0825 | 0.87 | 869500 | 0.8616 |
| 0.9703 | 0.87 | 870000 | 1.0821 |
| 1.1403 | 0.87 | 870500 | 0.9768 |
| 1.082 | 0.87 | 871000 | 1.1197 |
| 1.0829 | 0.87 | 871500 | 0.9936 |
| 1.0104 | 0.87 | 872000 | 1.0265 |
| 1.0085 | 0.87 | 872500 | 1.0738 |
| 1.0921 | 0.87 | 873000 | 1.0410 |
| 1.2026 | 0.87 | 873500 | 0.9782 |
| 1.0958 | 0.87 | 874000 | 1.0742 |
| 0.9695 | 0.87 | 874500 | 1.0803 |
| 1.098 | 0.87 | 875000 | 0.7659 |
| 0.9457 | 0.87 | 875500 | 0.8080 |
| 1.041 | 0.87 | 876000 | nan |
| 1.0045 | 0.87 | 876500 | 1.0032 |
| 1.152 | 0.87 | 877000 | 0.9505 |
| 0.9153 | 0.87 | 877500 | 0.8278 |
| 1.0954 | 0.87 | 878000 | 0.9746 |
| 1.0803 | 0.88 | 878500 | 1.0607 |
| 1.0784 | 0.88 | 879000 | 1.1671 |
| 1.2707 | 0.88 | 879500 | 1.0298 |
| 1.1454 | 0.88 | 880000 | 0.8083 |
| 0.9843 | 0.88 | 880500 | 0.9512 |
| 1.1139 | 0.88 | 881000 | 1.0352 |
| 1.0457 | 0.88 | 881500 | 0.9680 |
| 0.9672 | 0.88 | 882000 | 0.9116 |
| 1.0224 | 0.88 | 882500 | 0.9069 |
| 1.0761 | 0.88 | 883000 | 0.9819 |
| 1.1007 | 0.88 | 883500 | 0.9665 |
| 1.0135 | 0.88 | 884000 | 0.7083 |
| 1.0315 | 0.88 | 884500 | 0.9542 |
| 1.0883 | 0.88 | 885000 | 0.9059 |
| 1.1167 | 0.88 | 885500 | 1.0516 |
| 1.013 | 0.88 | 886000 | 1.0009 |
| 1.0027 | 0.88 | 886500 | 1.0714 |
| 1.0611 | 0.88 | 887000 | 1.0013 |
| 1.1132 | 0.88 | 887500 | 0.9826 |
| 1.0457 | 0.88 | 888000 | 1.1044 |
| 1.0386 | 0.89 | 888500 | 0.9915 |
| 1.0722 | 0.89 | 889000 | 1.0311 |
| 0.9614 | 0.89 | 889500 | 0.9799 |
| 1.0826 | 0.89 | 890000 | 0.9363 |
| 1.116 | 0.89 | 890500 | 0.9535 |
| 1.0356 | 0.89 | 891000 | 1.0541 |
| 1.0177 | 0.89 | 891500 | 0.8690 |
| 1.106 | 0.89 | 892000 | 0.8510 |
| 1.1359 | 0.89 | 892500 | 0.9069 |
| 1.0433 | 0.89 | 893000 | 0.8970 |
| 0.9969 | 0.89 | 893500 | 0.7639 |
| 1.1054 | 0.89 | 894000 | 1.0121 |
| 0.9634 | 0.89 | 894500 | 0.9995 |
| 1.1557 | 0.89 | 895000 | 1.0069 |
| 0.9241 | 0.89 | 895500 | 1.0960 |
| 0.9714 | 0.89 | 896000 | 0.8042 |
| 0.9676 | 0.89 | 896500 | 1.0016 |
| 1.1671 | 0.89 | 897000 | 0.8652 |
| 1.0762 | 0.89 | 897500 | 1.0627 |
| 1.0351 | 0.89 | 898000 | nan |
| 0.9107 | 0.9 | 898500 | 1.1839 |
| 1.0633 | 0.9 | 899000 | 1.1665 |
| 1.1703 | 0.9 | 899500 | 0.9974 |
| 1.0893 | 0.9 | 900000 | 0.8106 |
| 1.1206 | 0.9 | 900500 | 0.8598 |
| 1.1132 | 0.9 | 901000 | 0.9895 |
| 0.9726 | 0.9 | 901500 | 0.8490 |
| 1.0488 | 0.9 | 902000 | nan |
| 0.9892 | 0.9 | 902500 | 0.9163 |
| 1.0596 | 0.9 | 903000 | 1.0463 |
| 1.1435 | 0.9 | 903500 | 1.0338 |
| 1.053 | 0.9 | 904000 | 0.8397 |
| 1.0909 | 0.9 | 904500 | 0.9441 |
| 1.0735 | 0.9 | 905000 | 0.7836 |
| 1.0802 | 0.9 | 905500 | 0.9873 |
| 1.0441 | 0.9 | 906000 | 0.9444 |
| 0.8714 | 0.9 | 906500 | 0.8549 |
| 1.0991 | 0.9 | 907000 | 0.9734 |
| 1.0734 | 0.9 | 907500 | 0.9268 |
| 1.0155 | 0.9 | 908000 | 0.9769 |
| 0.9209 | 0.91 | 908500 | 0.9955 |
| 1.1183 | 0.91 | 909000 | nan |
| 0.9455 | 0.91 | 909500 | nan |
| 1.0863 | 0.91 | 910000 | 1.0842 |
| 1.1134 | 0.91 | 910500 | 1.0754 |
| 1.0588 | 0.91 | 911000 | 0.9522 |
| 0.9907 | 0.91 | 911500 | 0.9913 |
| 1.1175 | 0.91 | 912000 | nan |
| 1.237 | 0.91 | 912500 | 1.0502 |
| 0.9268 | 0.91 | 913000 | 0.8764 |
| 1.0569 | 0.91 | 913500 | 1.1047 |
| 1.0745 | 0.91 | 914000 | 1.0198 |
| 1.0503 | 0.91 | 914500 | 0.8742 |
| 1.0976 | 0.91 | 915000 | 0.9607 |
| 1.059 | 0.91 | 915500 | 0.6973 |
| 0.9803 | 0.91 | 916000 | 1.0532 |
| 0.9974 | 0.91 | 916500 | 0.9637 |
| 0.9393 | 0.91 | 917000 | 0.9406 |
| 1.0767 | 0.91 | 917500 | nan |
| 1.1202 | 0.91 | 918000 | 1.0806 |
| 1.0379 | 0.92 | 918500 | 1.0849 |
| 1.042 | 0.92 | 919000 | 0.9610 |
| 1.0339 | 0.92 | 919500 | 0.7437 |
| 1.135 | 0.92 | 920000 | 1.0836 |
| 1.1119 | 0.92 | 920500 | 1.0490 |
| 1.1335 | 0.92 | 921000 | 1.0596 |
| 0.9618 | 0.92 | 921500 | 0.8495 |
| 1.0291 | 0.92 | 922000 | 0.9257 |
| 0.9311 | 0.92 | 922500 | 1.0765 |
| 1.048 | 0.92 | 923000 | 0.9715 |
| 0.9005 | 0.92 | 923500 | 1.0165 |
| 0.9686 | 0.92 | 924000 | 1.0238 |
| 1.0266 | 0.92 | 924500 | nan |
| 1.0326 | 0.92 | 925000 | 0.9997 |
| 1.1755 | 0.92 | 925500 | 0.8872 |
| 0.9931 | 0.92 | 926000 | 0.9394 |
| 0.9611 | 0.92 | 926500 | 0.9160 |
| 0.9993 | 0.92 | 927000 | 1.0730 |
| 0.8411 | 0.92 | 927500 | 0.9013 |
| 0.8776 | 0.92 | 928000 | 1.0362 |
| 1.2596 | 0.93 | 928500 | 0.9938 |
| 1.0842 | 0.93 | 929000 | nan |
| 1.2131 | 0.93 | 929500 | 0.8572 |
| 1.1044 | 0.93 | 930000 | 1.0148 |
| 1.1862 | 0.93 | 930500 | 0.8986 |
| 0.9833 | 0.93 | 931000 | nan |
| 1.0731 | 0.93 | 931500 | 0.9541 |
| 1.1359 | 0.93 | 932000 | 1.0165 |
| 1.0465 | 0.93 | 932500 | 1.3176 |
| 0.9967 | 0.93 | 933000 | 1.0370 |
| 1.1065 | 0.93 | 933500 | 0.8936 |
| 1.0286 | 0.93 | 934000 | 0.9912 |
| 1.1192 | 0.93 | 934500 | 0.9835 |
| 1.0082 | 0.93 | 935000 | 1.0989 |
| 0.8921 | 0.93 | 935500 | 1.0188 |
| 1.0342 | 0.93 | 936000 | 1.0263 |
| 0.9352 | 0.93 | 936500 | 0.9568 |
| 1.0557 | 0.93 | 937000 | 0.9129 |
| 0.9345 | 0.93 | 937500 | 0.8757 |
| 1.0744 | 0.93 | 938000 | 0.8963 |
| 0.9689 | 0.94 | 938500 | 1.0154 |
| 1.0032 | 0.94 | 939000 | 0.9151 |
| 0.8912 | 0.94 | 939500 | 0.9853 |
| 1.0958 | 0.94 | 940000 | 0.9368 |
| 1.1012 | 0.94 | 940500 | 1.0342 |
| 0.9596 | 0.94 | 941000 | 0.9364 |
| 1.0226 | 0.94 | 941500 | nan |
| 1.0083 | 0.94 | 942000 | 0.9166 |
| 1.0669 | 0.94 | 942500 | 0.8791 |
| 1.1463 | 0.94 | 943000 | 1.0001 |
| 1.1287 | 0.94 | 943500 | 1.0401 |
| 1.0808 | 0.94 | 944000 | 0.9148 |
| 1.0051 | 0.94 | 944500 | 0.9490 |
| 0.9419 | 0.94 | 945000 | nan |
| 1.0186 | 0.94 | 945500 | 0.8816 |
| 0.9024 | 0.94 | 946000 | 0.8678 |
| 0.9701 | 0.94 | 946500 | 0.9577 |
| 1.0925 | 0.94 | 947000 | 0.9757 |
| 1.0433 | 0.94 | 947500 | 0.8537 |
| 1.1425 | 0.94 | 948000 | 1.0866 |
| 0.8229 | 0.95 | 948500 | 0.9131 |
| 1.0167 | 0.95 | 949000 | 1.1953 |
| 1.0212 | 0.95 | 949500 | 0.9983 |
| 1.0069 | 0.95 | 950000 | 0.8823 |
| 1.0281 | 0.95 | 950500 | 1.1722 |
| 1.1119 | 0.95 | 951000 | 1.0092 |
| 1.0881 | 0.95 | 951500 | 0.8072 |
| 0.9997 | 0.95 | 952000 | 1.0405 |
| 0.9925 | 0.95 | 952500 | 1.0408 |
| 1.0895 | 0.95 | 953000 | 1.1860 |
| 0.8742 | 0.95 | 953500 | 0.8249 |
| 1.0522 | 0.95 | 954000 | 0.9435 |
| 1.143 | 0.95 | 954500 | 1.0093 |
| 1.1099 | 0.95 | 955000 | nan |
| 0.9975 | 0.95 | 955500 | 1.0583 |
| 1.1682 | 0.95 | 956000 | 0.8867 |
| 1.0843 | 0.95 | 956500 | 1.1780 |
| 0.9332 | 0.95 | 957000 | 1.1117 |
| 1.0694 | 0.95 | 957500 | 0.9454 |
| 0.9953 | 0.95 | 958000 | 0.8111 |
| 0.9946 | 0.96 | 958500 | 0.9806 |
| 1.0395 | 0.96 | 959000 | 0.9548 |
| 0.9624 | 0.96 | 959500 | 0.8680 |
| 0.9446 | 0.96 | 960000 | 0.8271 |
| 1.0792 | 0.96 | 960500 | 0.8744 |
| 0.9906 | 0.96 | 961000 | 1.1552 |
| 1.0948 | 0.96 | 961500 | 0.9277 |
| 1.1811 | 0.96 | 962000 | 0.9062 |
| 1.0515 | 0.96 | 962500 | 1.1612 |
| 0.9014 | 0.96 | 963000 | 0.9601 |
| 1.1753 | 0.96 | 963500 | 0.9238 |
| 0.9977 | 0.96 | 964000 | 0.9004 |
| 0.9572 | 0.96 | 964500 | 0.9773 |
| 1.1153 | 0.96 | 965000 | 0.9813 |
| 1.0048 | 0.96 | 965500 | nan |
| 1.0456 | 0.96 | 966000 | 0.9240 |
| 1.0673 | 0.96 | 966500 | 1.0736 |
| 1.0384 | 0.96 | 967000 | 1.1137 |
| 1.0201 | 0.96 | 967500 | 0.8072 |
| 1.0611 | 0.96 | 968000 | 0.8896 |
| 0.9811 | 0.97 | 968500 | nan |
| 1.0112 | 0.97 | 969000 | 0.9523 |
| 0.9326 | 0.97 | 969500 | nan |
| 0.9988 | 0.97 | 970000 | 0.8528 |
| 0.9504 | 0.97 | 970500 | 0.8806 |
| 1.1351 | 0.97 | 971000 | 0.8895 |
| 1.0508 | 0.97 | 971500 | 0.8216 |
| 0.9876 | 0.97 | 972000 | 1.0022 |
| 0.9458 | 0.97 | 972500 | 0.9965 |
| 1.1812 | 0.97 | 973000 | 1.0139 |
| 1.1413 | 0.97 | 973500 | 0.9847 |
| 1.0773 | 0.97 | 974000 | 0.8795 |
| 1.1343 | 0.97 | 974500 | 1.1101 |
| 0.8639 | 0.97 | 975000 | 0.8388 |
| 1.0743 | 0.97 | 975500 | 1.0596 |
| 1.0664 | 0.97 | 976000 | nan |
| 1.0682 | 0.97 | 976500 | 0.9081 |
| 1.1543 | 0.97 | 977000 | 1.0581 |
| 1.0453 | 0.97 | 977500 | 1.1193 |
| 1.0976 | 0.97 | 978000 | 0.9241 |
| 1.0236 | 0.98 | 978500 | 0.9670 |
| 1.1292 | 0.98 | 979000 | 0.8370 |
| 0.845 | 0.98 | 979500 | 1.0246 |
| 1.1145 | 0.98 | 980000 | 0.9853 |
| 1.0609 | 0.98 | 980500 | 0.9617 |
| 0.9897 | 0.98 | 981000 | 1.0924 |
| 1.2269 | 0.98 | 981500 | 1.0755 |
| 1.084 | 0.98 | 982000 | 0.8243 |
| 0.9188 | 0.98 | 982500 | 1.0097 |
| 0.9356 | 0.98 | 983000 | 0.9591 |
| 1.0601 | 0.98 | 983500 | 0.9378 |
| 1.0691 | 0.98 | 984000 | 1.1015 |
| 1.0424 | 0.98 | 984500 | 1.0319 |
| 0.9107 | 0.98 | 985000 | 0.9299 |
| 1.1641 | 0.98 | 985500 | 1.0289 |
| 0.9972 | 0.98 | 986000 | 0.9702 |
| 0.9513 | 0.98 | 986500 | 0.8421 |
| 1.0816 | 0.98 | 987000 | 0.9985 |
| 1.0561 | 0.98 | 987500 | 1.0711 |
| 1.0922 | 0.98 | 988000 | nan |
| 0.7986 | 0.99 | 988500 | 0.8524 |
| 0.9744 | 0.99 | 989000 | 1.0198 |
| 1.0576 | 0.99 | 989500 | 1.0357 |
| 0.9162 | 0.99 | 990000 | 0.7028 |
| 1.0043 | 0.99 | 990500 | 1.0721 |
| 1.1331 | 0.99 | 991000 | 1.0785 |
| 1.1393 | 0.99 | 991500 | nan |
| 0.9873 | 0.99 | 992000 | 0.9886 |
| 0.9534 | 0.99 | 992500 | 1.0350 |
| 1.0901 | 0.99 | 993000 | 0.9147 |
| 1.0484 | 0.99 | 993500 | 1.0284 |
| 1.1036 | 0.99 | 994000 | 0.9560 |
| 1.0318 | 0.99 | 994500 | 0.9795 |
| 0.9677 | 0.99 | 995000 | 0.9741 |
| 0.9992 | 0.99 | 995500 | 1.1311 |
| 0.9777 | 0.99 | 996000 | 0.9756 |
| 0.9961 | 0.99 | 996500 | 1.1388 |
| 1.0385 | 0.99 | 997000 | 0.9006 |
| 1.0501 | 0.99 | 997500 | 0.9312 |
| 0.9684 | 0.99 | 998000 | 0.8760 |
| 1.02 | 0.99 | 998500 | 1.0209 |
| 1.1344 | 1.0 | 999000 | 0.9050 |
| 1.0626 | 1.0 | 999500 | 0.7361 |
| 1.1997 | 1.0 | 1000000 | 0.9012 |
| 1.0085 | 1.0 | 1000500 | 1.1230 |
| 0.8456 | 1.0 | 1001000 | 0.8738 |
| 0.9979 | 1.0 | 1001500 | 0.7978 |
| 1.0444 | 1.0 | 1002000 | 1.0917 |
| 0.9184 | 1.0 | 1002500 | 0.9623 |
| 1.05 | 1.0 | 1003000 | 0.8484 |
| 1.1686 | 1.0 | 1003500 | 0.7631 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1