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devagonal
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flan-t5-rouge-squad-qg-test-01

Transformers
Safetensors
t5
text2text-generation
Generated from Trainer
text-generation-inference
Model card Files
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  1. README.md +705 -0
  2. added_tokens.json +102 -0
  3. config.json +62 -0
  4. generation_config.json +6 -0
  5. model.safetensors +3 -0
  6. special_tokens_map.json +125 -0
  7. spiece.model +3 -0
  8. tokenizer_config.json +941 -0
  9. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: google/flan-t5-small
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - rouge
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+ model-index:
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+ - name: flan-t5-rouge-squad-qg-test-01
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # flan-t5-rouge-squad-qg-test-01
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+
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+ This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3973
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+ - Rouge1: 0.1965
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+ - Rouge2: 0.0415
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+ - Rougel: 0.1874
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+ - Rougelsum: 0.1897
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.1
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+ - train_batch_size: 100
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+ - eval_batch_size: 100
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 400
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 640
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
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+ | 40.2347 | 1.0 | 1 | 20.0538 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 19.3923 | 2.0 | 2 | 13.3073 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 15.3888 | 3.0 | 3 | 22.2365 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 21.9335 | 4.0 | 4 | 7.6598 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 8.2015 | 5.0 | 5 | 7.4782 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 8.0064 | 6.0 | 6 | 3.3206 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.3525 | 7.0 | 7 | 22.5903 | 0.0085 | 0.0 | 0.0084 | 0.0085 |
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+ | 21.5348 | 8.0 | 8 | 17.3974 | 0.0538 | 0.0 | 0.0535 | 0.0534 |
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+ | 16.6302 | 9.0 | 9 | 5.0363 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 5.5053 | 10.0 | 10 | 5.2797 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 5.0778 | 11.0 | 11 | 5.5416 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 5.3797 | 12.0 | 12 | 4.0481 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.7625 | 13.0 | 13 | 3.3935 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
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+ | 3.8112 | 14.0 | 14 | 3.3168 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.6792 | 15.0 | 15 | 1.8887 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.7412 | 16.0 | 16 | 1.6910 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.5718 | 17.0 | 17 | 1.6903 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.9133 | 18.0 | 18 | 2.5201 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 2.2888 | 19.0 | 19 | 2.1938 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.9438 | 20.0 | 20 | 2.0420 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.7248 | 21.0 | 21 | 1.7172 | 0.0494 | 0.0 | 0.0494 | 0.0493 |
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+ | 1.459 | 22.0 | 22 | 1.5171 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
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+ | 1.2985 | 23.0 | 23 | 1.3763 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.2511 | 24.0 | 24 | 1.3404 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.2652 | 25.0 | 25 | 1.2925 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.2311 | 26.0 | 26 | 1.2463 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
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+ | 1.1713 | 27.0 | 27 | 1.2255 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.1398 | 28.0 | 28 | 1.2275 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.1086 | 29.0 | 29 | 1.2337 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.1111 | 30.0 | 30 | 1.2312 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0936 | 31.0 | 31 | 1.2397 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0894 | 32.0 | 32 | 1.2431 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0741 | 33.0 | 33 | 1.2477 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
91
+ | 1.0673 | 34.0 | 34 | 1.2513 | 0.1580 | 0.0 | 0.1580 | 0.1578 |
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+ | 1.063 | 35.0 | 35 | 1.2520 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0647 | 36.0 | 36 | 1.2426 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0484 | 37.0 | 37 | 1.2321 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
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+ | 1.0418 | 38.0 | 38 | 1.2261 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
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+ | 1.038 | 39.0 | 39 | 1.2369 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 1.0323 | 40.0 | 40 | 1.2441 | 0.1355 | 0.0 | 0.1355 | 0.1354 |
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+ | 1.0191 | 41.0 | 41 | 1.2550 | 0.1193 | 0.0 | 0.1194 | 0.1193 |
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+ | 1.0096 | 42.0 | 42 | 1.2210 | 0.1573 | 0.0005 | 0.1570 | 0.1571 |
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+ | 1.0161 | 43.0 | 43 | 1.1960 | 0.1318 | 0.0 | 0.1319 | 0.1317 |
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+ | 1.0269 | 44.0 | 44 | 1.2263 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.017 | 45.0 | 45 | 1.2473 | 0.0 | 0.0 | 0.0 | 0.0 |
103
+ | 1.0194 | 46.0 | 46 | 1.2402 | 0.1425 | 0.0 | 0.1425 | 0.1422 |
104
+ | 1.0363 | 47.0 | 47 | 1.2425 | 0.1760 | 0.0003 | 0.1496 | 0.1757 |
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+ | 1.0128 | 48.0 | 48 | 1.2503 | 0.1632 | 0.0 | 0.1633 | 0.1631 |
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+ | 1.0094 | 49.0 | 49 | 1.2547 | 0.1425 | 0.0 | 0.1425 | 0.1422 |
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+ | 1.0169 | 50.0 | 50 | 1.2803 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9999 | 51.0 | 51 | 1.2405 | 0.1566 | 0.0 | 0.1566 | 0.1564 |
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+ | 1.0482 | 52.0 | 52 | 1.3376 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
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+ | 1.2292 | 53.0 | 53 | 1.2839 | 0.0106 | 0.0 | 0.0106 | 0.0104 |
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+ | 1.0667 | 54.0 | 54 | 1.3660 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 1.0579 | 55.0 | 55 | 1.3509 | 0.1463 | 0.0005 | 0.1458 | 0.1456 |
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+ | 1.04 | 56.0 | 56 | 1.3453 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
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+ | 1.0537 | 57.0 | 57 | 1.2722 | 0.1221 | 0.0 | 0.1221 | 0.1220 |
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+ | 1.0208 | 58.0 | 58 | 1.2346 | 0.0634 | 0.0 | 0.0634 | 0.0634 |
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+ | 1.0226 | 59.0 | 59 | 1.2476 | 0.1487 | 0.0 | 0.1488 | 0.1486 |
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+ | 1.0213 | 60.0 | 60 | 1.2870 | 0.0980 | 0.0 | 0.0980 | 0.0980 |
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+ | 0.9888 | 61.0 | 61 | 1.3228 | 0.0951 | 0.0 | 0.0951 | 0.0950 |
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+ | 0.9831 | 62.0 | 62 | 1.3031 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 0.9801 | 63.0 | 63 | 1.2649 | 0.0708 | 0.0 | 0.0709 | 0.0709 |
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+ | 0.9753 | 64.0 | 64 | 1.2384 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
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+ | 0.9729 | 65.0 | 65 | 1.2314 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
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+ | 0.9592 | 66.0 | 66 | 1.2470 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9589 | 67.0 | 67 | 1.2575 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9594 | 68.0 | 68 | 1.2384 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9524 | 69.0 | 69 | 1.2209 | 0.1362 | 0.0005 | 0.1119 | 0.1357 |
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+ | 0.9562 | 70.0 | 70 | 1.2073 | 0.2396 | 0.0005 | 0.1823 | 0.2391 |
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+ | 0.9526 | 71.0 | 71 | 1.2127 | 0.2330 | 0.0 | 0.2331 | 0.2328 |
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+ | 0.9448 | 72.0 | 72 | 1.2280 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9398 | 73.0 | 73 | 1.2300 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9384 | 74.0 | 74 | 1.2147 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9325 | 75.0 | 75 | 1.1922 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.935 | 76.0 | 76 | 1.1803 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9326 | 77.0 | 77 | 1.1842 | 0.2282 | 0.0005 | 0.2211 | 0.2279 |
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+ | 0.9252 | 78.0 | 78 | 1.1985 | 0.2396 | 0.0005 | 0.1823 | 0.2391 |
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+ | 0.9276 | 79.0 | 79 | 1.2327 | 0.2396 | 0.0005 | 0.1823 | 0.2391 |
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+ | 0.9246 | 80.0 | 80 | 1.2127 | 0.2370 | 0.0 | 0.2373 | 0.2369 |
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+ | 0.9199 | 81.0 | 81 | 1.1893 | 0.1874 | 0.0 | 0.1873 | 0.1873 |
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+ | 0.9179 | 82.0 | 82 | 1.1804 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.9166 | 83.0 | 83 | 1.1885 | 0.2131 | 0.0 | 0.1622 | 0.2127 |
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+ | 0.9075 | 84.0 | 84 | 1.2038 | 0.2131 | 0.0004 | 0.1622 | 0.2127 |
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+ | 0.9053 | 85.0 | 85 | 1.2049 | 0.2131 | 0.0004 | 0.1622 | 0.2127 |
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+ | 0.9039 | 86.0 | 86 | 1.1965 | 0.2131 | 0.0004 | 0.1622 | 0.2127 |
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+ | 0.9017 | 87.0 | 87 | 1.1908 | 0.1800 | 0.0003 | 0.1370 | 0.1798 |
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+ | 0.8984 | 88.0 | 88 | 1.1905 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.893 | 89.0 | 89 | 1.2008 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.8899 | 90.0 | 90 | 1.2099 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
148
+ | 0.8851 | 91.0 | 91 | 1.2092 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
149
+ | 0.8848 | 92.0 | 92 | 1.2013 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.8811 | 93.0 | 93 | 1.1962 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.8792 | 94.0 | 94 | 1.1976 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.8743 | 95.0 | 95 | 1.2075 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
153
+ | 0.8794 | 96.0 | 96 | 1.2159 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.8755 | 97.0 | 97 | 1.2089 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.8743 | 98.0 | 98 | 1.1971 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
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+ | 0.8714 | 99.0 | 99 | 1.2009 | 0.1800 | 0.0003 | 0.1370 | 0.1798 |
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+ | 0.871 | 100.0 | 100 | 1.2134 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
158
+ | 0.8647 | 101.0 | 101 | 1.2201 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
159
+ | 0.8692 | 102.0 | 102 | 1.2173 | 0.2480 | 0.0 | 0.2482 | 0.2478 |
160
+ | 0.8621 | 103.0 | 103 | 1.2151 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.8597 | 104.0 | 104 | 1.2201 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
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+ | 0.8563 | 105.0 | 105 | 1.2283 | 0.1193 | 0.0 | 0.1194 | 0.1193 |
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+ | 0.8531 | 106.0 | 106 | 1.2363 | 0.1145 | 0.0296 | 0.1144 | 0.1144 |
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+ | 0.8483 | 107.0 | 107 | 1.2403 | 0.1145 | 0.0296 | 0.1144 | 0.1144 |
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+ | 0.8452 | 108.0 | 108 | 1.2276 | 0.1193 | 0.0 | 0.1194 | 0.1193 |
166
+ | 0.8455 | 109.0 | 109 | 1.2168 | 0.1428 | 0.0296 | 0.1426 | 0.1428 |
167
+ | 0.843 | 110.0 | 110 | 1.2289 | 0.1145 | 0.0296 | 0.1144 | 0.1144 |
168
+ | 0.8446 | 111.0 | 111 | 1.2374 | 0.1966 | 0.0301 | 0.1965 | 0.1963 |
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+ | 0.8416 | 112.0 | 112 | 1.2306 | 0.1966 | 0.0301 | 0.1965 | 0.1963 |
170
+ | 0.8386 | 113.0 | 113 | 1.2185 | 0.1966 | 0.0301 | 0.1965 | 0.1963 |
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+ | 0.8344 | 114.0 | 114 | 1.2258 | 0.1641 | 0.0 | 0.1642 | 0.1640 |
172
+ | 0.8307 | 115.0 | 115 | 1.2361 | 0.0821 | 0.0 | 0.0821 | 0.0820 |
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+ | 0.8304 | 116.0 | 116 | 1.2237 | 0.1239 | 0.0 | 0.1239 | 0.1238 |
174
+ | 0.8244 | 117.0 | 117 | 1.2247 | 0.1727 | 0.0470 | 0.1724 | 0.1723 |
175
+ | 0.8264 | 118.0 | 118 | 1.2374 | 0.2054 | 0.0004 | 0.1780 | 0.2050 |
176
+ | 0.8297 | 119.0 | 119 | 1.2479 | 0.1652 | 0.0283 | 0.1638 | 0.1639 |
177
+ | 0.8248 | 120.0 | 120 | 1.2405 | 0.2012 | 0.0128 | 0.1565 | 0.2008 |
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+ | 0.8276 | 121.0 | 121 | 1.2277 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
179
+ | 0.8242 | 122.0 | 122 | 1.2342 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
180
+ | 0.827 | 123.0 | 123 | 1.2458 | 0.2262 | 0.0261 | 0.2253 | 0.2255 |
181
+ | 0.8242 | 124.0 | 124 | 1.2422 | 0.2262 | 0.0261 | 0.2253 | 0.2255 |
182
+ | 0.8245 | 125.0 | 125 | 1.2310 | 0.2502 | 0.0343 | 0.2500 | 0.2496 |
183
+ | 0.8225 | 126.0 | 126 | 1.2318 | 0.1818 | 0.0271 | 0.1817 | 0.1812 |
184
+ | 0.8191 | 127.0 | 127 | 1.2362 | 0.1818 | 0.0271 | 0.1814 | 0.1815 |
185
+ | 0.8105 | 128.0 | 128 | 1.2337 | 0.1099 | 0.0283 | 0.1098 | 0.1098 |
186
+ | 0.8024 | 129.0 | 129 | 1.2269 | 0.1818 | 0.0271 | 0.1814 | 0.1815 |
187
+ | 0.7998 | 130.0 | 130 | 1.2320 | 0.1652 | 0.0283 | 0.1638 | 0.1639 |
188
+ | 0.7907 | 131.0 | 131 | 1.2445 | 0.2366 | 0.0261 | 0.2348 | 0.2362 |
189
+ | 0.7919 | 132.0 | 132 | 1.2495 | 0.2518 | 0.0261 | 0.2512 | 0.2354 |
190
+ | 0.7895 | 133.0 | 133 | 1.2484 | 0.1854 | 0.0261 | 0.1851 | 0.1854 |
191
+ | 0.7848 | 134.0 | 134 | 1.2510 | 0.2776 | 0.0310 | 0.2631 | 0.2770 |
192
+ | 0.7801 | 135.0 | 135 | 1.2565 | 0.0939 | 0.0 | 0.0939 | 0.0938 |
193
+ | 0.7806 | 136.0 | 136 | 1.2636 | 0.1240 | 0.0 | 0.1241 | 0.1239 |
194
+ | 0.7794 | 137.0 | 137 | 1.2673 | 0.1240 | 0.0 | 0.1241 | 0.1239 |
195
+ | 0.777 | 138.0 | 138 | 1.2576 | 0.1240 | 0.0 | 0.1241 | 0.1239 |
196
+ | 0.7713 | 139.0 | 139 | 1.2519 | 0.1099 | 0.0283 | 0.1098 | 0.1098 |
197
+ | 0.7729 | 140.0 | 140 | 1.2553 | 0.1818 | 0.0271 | 0.1814 | 0.1815 |
198
+ | 0.7685 | 141.0 | 141 | 1.2562 | 0.0939 | 0.0 | 0.0939 | 0.0938 |
199
+ | 0.7689 | 142.0 | 142 | 1.2552 | 0.1623 | 0.0437 | 0.1621 | 0.1619 |
200
+ | 0.7674 | 143.0 | 143 | 1.2503 | 0.1623 | 0.0437 | 0.1621 | 0.1619 |
201
+ | 0.7693 | 144.0 | 144 | 1.2564 | 0.1623 | 0.0437 | 0.1621 | 0.1619 |
202
+ | 0.7692 | 145.0 | 145 | 1.2592 | 0.1891 | 0.0283 | 0.1889 | 0.1888 |
203
+ | 0.7703 | 146.0 | 146 | 1.2584 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
204
+ | 0.7675 | 147.0 | 147 | 1.2548 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
205
+ | 0.7666 | 148.0 | 148 | 1.2561 | 0.2684 | 0.0507 | 0.2671 | 0.2497 |
206
+ | 0.7628 | 149.0 | 149 | 1.2636 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
207
+ | 0.7604 | 150.0 | 150 | 1.2653 | 0.1806 | 0.0309 | 0.1802 | 0.1798 |
208
+ | 0.7574 | 151.0 | 151 | 1.2729 | 0.1896 | 0.0287 | 0.1893 | 0.1892 |
209
+ | 0.7555 | 152.0 | 152 | 1.2846 | 0.2030 | 0.0232 | 0.1662 | 0.2018 |
210
+ | 0.7514 | 153.0 | 153 | 1.2811 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
211
+ | 0.7525 | 154.0 | 154 | 1.2825 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
212
+ | 0.7494 | 155.0 | 155 | 1.2960 | 0.1534 | 0.0390 | 0.1506 | 0.1504 |
213
+ | 0.7549 | 156.0 | 156 | 1.2964 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
214
+ | 0.7547 | 157.0 | 157 | 1.2853 | 0.1605 | 0.0411 | 0.1579 | 0.1577 |
215
+ | 0.7509 | 158.0 | 158 | 1.2858 | 0.1572 | 0.0269 | 0.1561 | 0.1563 |
216
+ | 0.7538 | 159.0 | 159 | 1.2827 | 0.1937 | 0.0325 | 0.1935 | 0.1934 |
217
+ | 0.7524 | 160.0 | 160 | 1.2922 | 0.1934 | 0.0325 | 0.1932 | 0.1930 |
218
+ | 0.7507 | 161.0 | 161 | 1.2934 | 0.1604 | 0.0006 | 0.1604 | 0.1603 |
219
+ | 0.7484 | 162.0 | 162 | 1.2898 | 0.2561 | 0.0352 | 0.2545 | 0.2558 |
220
+ | 0.7485 | 163.0 | 163 | 1.2891 | 0.2487 | 0.0356 | 0.2474 | 0.2487 |
221
+ | 0.7485 | 164.0 | 164 | 1.2913 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
222
+ | 0.7438 | 165.0 | 165 | 1.2870 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
223
+ | 0.744 | 166.0 | 166 | 1.2745 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
224
+ | 0.7441 | 167.0 | 167 | 1.2884 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
225
+ | 0.7462 | 168.0 | 168 | 1.2953 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
226
+ | 0.7365 | 169.0 | 169 | 1.2945 | 0.1389 | 0.0210 | 0.1377 | 0.1378 |
227
+ | 0.74 | 170.0 | 170 | 1.2903 | 0.1690 | 0.0502 | 0.1688 | 0.1687 |
228
+ | 0.7418 | 171.0 | 171 | 1.2845 | 0.1690 | 0.0502 | 0.1688 | 0.1687 |
229
+ | 0.7381 | 172.0 | 172 | 1.2873 | 0.1465 | 0.0282 | 0.1455 | 0.1456 |
230
+ | 0.7431 | 173.0 | 173 | 1.2964 | 0.1423 | 0.0242 | 0.1409 | 0.1411 |
231
+ | 0.7381 | 174.0 | 174 | 1.2948 | 0.1423 | 0.0242 | 0.1409 | 0.1411 |
232
+ | 0.7337 | 175.0 | 175 | 1.2847 | 0.1423 | 0.0242 | 0.1409 | 0.1411 |
233
+ | 0.7358 | 176.0 | 176 | 1.2840 | 0.2085 | 0.0251 | 0.1649 | 0.2069 |
234
+ | 0.7329 | 177.0 | 177 | 1.2801 | 0.2273 | 0.0309 | 0.1729 | 0.2180 |
235
+ | 0.7326 | 178.0 | 178 | 1.2756 | 0.1510 | 0.0283 | 0.1422 | 0.1426 |
236
+ | 0.7312 | 179.0 | 179 | 1.2793 | 0.1510 | 0.0283 | 0.1422 | 0.1426 |
237
+ | 0.7273 | 180.0 | 180 | 1.2814 | 0.1423 | 0.0242 | 0.1409 | 0.1411 |
238
+ | 0.7272 | 181.0 | 181 | 1.2809 | 0.1423 | 0.0242 | 0.1409 | 0.1411 |
239
+ | 0.7253 | 182.0 | 182 | 1.2769 | 0.2425 | 0.0416 | 0.2418 | 0.2415 |
240
+ | 0.7252 | 183.0 | 183 | 1.2774 | 0.2732 | 0.0564 | 0.2440 | 0.2695 |
241
+ | 0.7209 | 184.0 | 184 | 1.2746 | 0.2630 | 0.0525 | 0.2449 | 0.2456 |
242
+ | 0.7229 | 185.0 | 185 | 1.2770 | 0.2630 | 0.0525 | 0.2449 | 0.2456 |
243
+ | 0.7203 | 186.0 | 186 | 1.2807 | 0.2437 | 0.0436 | 0.2416 | 0.2417 |
244
+ | 0.7181 | 187.0 | 187 | 1.2788 | 0.2630 | 0.0525 | 0.2449 | 0.2456 |
245
+ | 0.7186 | 188.0 | 188 | 1.2814 | 0.2425 | 0.0416 | 0.2418 | 0.2415 |
246
+ | 0.7151 | 189.0 | 189 | 1.2814 | 0.2425 | 0.0416 | 0.2418 | 0.2415 |
247
+ | 0.7139 | 190.0 | 190 | 1.2732 | 0.2454 | 0.0443 | 0.2442 | 0.2443 |
248
+ | 0.7109 | 191.0 | 191 | 1.2707 | 0.2666 | 0.0568 | 0.2630 | 0.2638 |
249
+ | 0.7105 | 192.0 | 192 | 1.2785 | 0.2666 | 0.0568 | 0.2630 | 0.2638 |
250
+ | 0.7022 | 193.0 | 193 | 1.2858 | 0.2392 | 0.0469 | 0.2377 | 0.2374 |
251
+ | 0.6999 | 194.0 | 194 | 1.2872 | 0.1357 | 0.0356 | 0.1357 | 0.1355 |
252
+ | 0.6987 | 195.0 | 195 | 1.2897 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
253
+ | 0.6977 | 196.0 | 196 | 1.2917 | 0.1703 | 0.0419 | 0.1704 | 0.1704 |
254
+ | 0.6947 | 197.0 | 197 | 1.2924 | 0.1703 | 0.0419 | 0.1704 | 0.1704 |
255
+ | 0.7024 | 198.0 | 198 | 1.2861 | 0.1703 | 0.0419 | 0.1704 | 0.1704 |
256
+ | 0.7085 | 199.0 | 199 | 1.2756 | 0.1703 | 0.0419 | 0.1704 | 0.1704 |
257
+ | 0.7132 | 200.0 | 200 | 1.2618 | 0.2210 | 0.0349 | 0.2189 | 0.2206 |
258
+ | 0.7059 | 201.0 | 201 | 1.2520 | 0.1030 | 0.0265 | 0.1029 | 0.1029 |
259
+ | 0.7094 | 202.0 | 202 | 1.2444 | 0.2623 | 0.0528 | 0.2594 | 0.2594 |
260
+ | 0.7075 | 203.0 | 203 | 1.2527 | 0.2684 | 0.0507 | 0.2671 | 0.2497 |
261
+ | 0.7092 | 204.0 | 204 | 1.2616 | 0.2684 | 0.0507 | 0.2671 | 0.2497 |
262
+ | 0.7047 | 205.0 | 205 | 1.2598 | 0.2545 | 0.0742 | 0.2502 | 0.2501 |
263
+ | 0.7099 | 206.0 | 206 | 1.2591 | 0.2684 | 0.0507 | 0.2671 | 0.2497 |
264
+ | 0.7086 | 207.0 | 207 | 1.2522 | 0.1818 | 0.0271 | 0.1817 | 0.1812 |
265
+ | 0.7087 | 208.0 | 208 | 1.2404 | 0.1512 | 0.0364 | 0.1515 | 0.1516 |
266
+ | 0.7089 | 209.0 | 209 | 1.2522 | 0.2454 | 0.0356 | 0.2446 | 0.2450 |
267
+ | 0.7107 | 210.0 | 210 | 1.2447 | 0.2515 | 0.0335 | 0.2495 | 0.2509 |
268
+ | 0.7089 | 211.0 | 211 | 1.2416 | 0.2613 | 0.0411 | 0.2602 | 0.2585 |
269
+ | 0.7094 | 212.0 | 212 | 1.2492 | 0.2748 | 0.0414 | 0.2732 | 0.2579 |
270
+ | 0.7079 | 213.0 | 213 | 1.2525 | 0.2300 | 0.0338 | 0.2262 | 0.2267 |
271
+ | 0.7047 | 214.0 | 214 | 1.2615 | 0.1897 | 0.0300 | 0.1894 | 0.1892 |
272
+ | 0.7075 | 215.0 | 215 | 1.2520 | 0.1897 | 0.0300 | 0.1894 | 0.1892 |
273
+ | 0.7015 | 216.0 | 216 | 1.2524 | 0.2510 | 0.0346 | 0.2416 | 0.2497 |
274
+ | 0.698 | 217.0 | 217 | 1.2609 | 0.1976 | 0.0357 | 0.1955 | 0.1970 |
275
+ | 0.6997 | 218.0 | 218 | 1.2597 | 0.1824 | 0.0348 | 0.1825 | 0.1821 |
276
+ | 0.6998 | 219.0 | 219 | 1.2485 | 0.2064 | 0.0341 | 0.2065 | 0.2063 |
277
+ | 0.697 | 220.0 | 220 | 1.2585 | 0.1988 | 0.0343 | 0.1988 | 0.1984 |
278
+ | 0.6942 | 221.0 | 221 | 1.2771 | 0.1512 | 0.0364 | 0.1515 | 0.1516 |
279
+ | 0.6958 | 222.0 | 222 | 1.2718 | 0.2147 | 0.0353 | 0.2126 | 0.2145 |
280
+ | 0.7 | 223.0 | 223 | 1.2721 | 0.2067 | 0.0341 | 0.2065 | 0.2066 |
281
+ | 0.7015 | 224.0 | 224 | 1.2761 | 0.2139 | 0.0340 | 0.2055 | 0.2138 |
282
+ | 0.6962 | 225.0 | 225 | 1.2749 | 0.2064 | 0.0341 | 0.2065 | 0.2063 |
283
+ | 0.7 | 226.0 | 226 | 1.2800 | 0.2100 | 0.0351 | 0.2101 | 0.2099 |
284
+ | 0.6994 | 227.0 | 227 | 1.2749 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
285
+ | 0.6949 | 228.0 | 228 | 1.2820 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
286
+ | 0.6959 | 229.0 | 229 | 1.2770 | 0.2409 | 0.0404 | 0.2387 | 0.2395 |
287
+ | 0.6939 | 230.0 | 230 | 1.2721 | 0.2370 | 0.0404 | 0.2361 | 0.2366 |
288
+ | 0.6973 | 231.0 | 231 | 1.2697 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
289
+ | 0.6948 | 232.0 | 232 | 1.2738 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
290
+ | 0.6927 | 233.0 | 233 | 1.2661 | 0.2390 | 0.0385 | 0.2385 | 0.2385 |
291
+ | 0.6888 | 234.0 | 234 | 1.2611 | 0.2376 | 0.0392 | 0.2375 | 0.2372 |
292
+ | 0.6878 | 235.0 | 235 | 1.2657 | 0.2360 | 0.0393 | 0.2359 | 0.2356 |
293
+ | 0.6909 | 236.0 | 236 | 1.2831 | 0.2370 | 0.0404 | 0.2361 | 0.2366 |
294
+ | 0.6935 | 237.0 | 237 | 1.2655 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
295
+ | 0.6909 | 238.0 | 238 | 1.2655 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
296
+ | 0.6872 | 239.0 | 239 | 1.2865 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
297
+ | 0.687 | 240.0 | 240 | 1.2827 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
298
+ | 0.684 | 241.0 | 241 | 1.2832 | 0.2333 | 0.0389 | 0.2335 | 0.2331 |
299
+ | 0.6801 | 242.0 | 242 | 1.2879 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
300
+ | 0.6822 | 243.0 | 243 | 1.2749 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
301
+ | 0.6829 | 244.0 | 244 | 1.2749 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
302
+ | 0.6762 | 245.0 | 245 | 1.2862 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
303
+ | 0.678 | 246.0 | 246 | 1.2828 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
304
+ | 0.6721 | 247.0 | 247 | 1.2747 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
305
+ | 0.6704 | 248.0 | 248 | 1.2777 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
306
+ | 0.6664 | 249.0 | 249 | 1.2745 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
307
+ | 0.6669 | 250.0 | 250 | 1.2764 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
308
+ | 0.6639 | 251.0 | 251 | 1.2831 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
309
+ | 0.6668 | 252.0 | 252 | 1.2767 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
310
+ | 0.6641 | 253.0 | 253 | 1.2800 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
311
+ | 0.6603 | 254.0 | 254 | 1.2905 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
312
+ | 0.6618 | 255.0 | 255 | 1.2774 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
313
+ | 0.6627 | 256.0 | 256 | 1.2720 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
314
+ | 0.6602 | 257.0 | 257 | 1.2786 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
315
+ | 0.666 | 258.0 | 258 | 1.2841 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
316
+ | 0.6652 | 259.0 | 259 | 1.2879 | 0.2775 | 0.0326 | 0.2750 | 0.2769 |
317
+ | 0.6662 | 260.0 | 260 | 1.2896 | 0.2775 | 0.0326 | 0.2750 | 0.2769 |
318
+ | 0.6623 | 261.0 | 261 | 1.2837 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
319
+ | 0.6689 | 262.0 | 262 | 1.2783 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
320
+ | 0.6635 | 263.0 | 263 | 1.2850 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
321
+ | 0.663 | 264.0 | 264 | 1.2868 | 0.1636 | 0.0428 | 0.1607 | 0.1606 |
322
+ | 0.6642 | 265.0 | 265 | 1.2844 | 0.1718 | 0.0415 | 0.1697 | 0.1694 |
323
+ | 0.6598 | 266.0 | 266 | 1.2884 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
324
+ | 0.6575 | 267.0 | 267 | 1.2955 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
325
+ | 0.6584 | 268.0 | 268 | 1.2892 | 0.2367 | 0.0363 | 0.2361 | 0.2362 |
326
+ | 0.6586 | 269.0 | 269 | 1.2851 | 0.1869 | 0.0385 | 0.1855 | 0.1855 |
327
+ | 0.6564 | 270.0 | 270 | 1.2803 | 0.1745 | 0.0406 | 0.1723 | 0.1722 |
328
+ | 0.6575 | 271.0 | 271 | 1.2764 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
329
+ | 0.6562 | 272.0 | 272 | 1.2843 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
330
+ | 0.6524 | 273.0 | 273 | 1.2982 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
331
+ | 0.6526 | 274.0 | 274 | 1.2980 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
332
+ | 0.6468 | 275.0 | 275 | 1.2924 | 0.3069 | 0.0632 | 0.3020 | 0.3038 |
333
+ | 0.6439 | 276.0 | 276 | 1.2966 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
334
+ | 0.6492 | 277.0 | 277 | 1.3041 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
335
+ | 0.6476 | 278.0 | 278 | 1.3031 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
336
+ | 0.6437 | 279.0 | 279 | 1.3048 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
337
+ | 0.6417 | 280.0 | 280 | 1.3021 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
338
+ | 0.6389 | 281.0 | 281 | 1.3048 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
339
+ | 0.6404 | 282.0 | 282 | 1.3064 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
340
+ | 0.6388 | 283.0 | 283 | 1.3056 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
341
+ | 0.6415 | 284.0 | 284 | 1.2979 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
342
+ | 0.6397 | 285.0 | 285 | 1.2947 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
343
+ | 0.6355 | 286.0 | 286 | 1.2936 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
344
+ | 0.6404 | 287.0 | 287 | 1.2921 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
345
+ | 0.6372 | 288.0 | 288 | 1.2915 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
346
+ | 0.6376 | 289.0 | 289 | 1.2831 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
347
+ | 0.6359 | 290.0 | 290 | 1.2773 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
348
+ | 0.6316 | 291.0 | 291 | 1.2802 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
349
+ | 0.6335 | 292.0 | 292 | 1.2844 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
350
+ | 0.6293 | 293.0 | 293 | 1.2920 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
351
+ | 0.6262 | 294.0 | 294 | 1.3015 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
352
+ | 0.6325 | 295.0 | 295 | 1.3006 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
353
+ | 0.6325 | 296.0 | 296 | 1.2865 | 0.1954 | 0.0489 | 0.1924 | 0.1927 |
354
+ | 0.6296 | 297.0 | 297 | 1.2737 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
355
+ | 0.6249 | 298.0 | 298 | 1.2796 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
356
+ | 0.6312 | 299.0 | 299 | 1.2927 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
357
+ | 0.6286 | 300.0 | 300 | 1.2922 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
358
+ | 0.6338 | 301.0 | 301 | 1.2813 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
359
+ | 0.6332 | 302.0 | 302 | 1.2720 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
360
+ | 0.6334 | 303.0 | 303 | 1.2721 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
361
+ | 0.6333 | 304.0 | 304 | 1.2819 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
362
+ | 0.6333 | 305.0 | 305 | 1.2898 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
363
+ | 0.6316 | 306.0 | 306 | 1.2981 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
364
+ | 0.6361 | 307.0 | 307 | 1.2814 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
365
+ | 0.6372 | 308.0 | 308 | 1.2703 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
366
+ | 0.6377 | 309.0 | 309 | 1.2773 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
367
+ | 0.636 | 310.0 | 310 | 1.2857 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
368
+ | 0.6392 | 311.0 | 311 | 1.2892 | 0.2392 | 0.0322 | 0.2366 | 0.2369 |
369
+ | 0.6364 | 312.0 | 312 | 1.2874 | 0.2392 | 0.0322 | 0.2366 | 0.2369 |
370
+ | 0.635 | 313.0 | 313 | 1.2782 | 0.2392 | 0.0322 | 0.2366 | 0.2369 |
371
+ | 0.6324 | 314.0 | 314 | 1.2782 | 0.2392 | 0.0322 | 0.2366 | 0.2369 |
372
+ | 0.6316 | 315.0 | 315 | 1.2818 | 0.2392 | 0.0322 | 0.2366 | 0.2369 |
373
+ | 0.6321 | 316.0 | 316 | 1.2824 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
374
+ | 0.6305 | 317.0 | 317 | 1.2899 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
375
+ | 0.6305 | 318.0 | 318 | 1.2931 | 0.2445 | 0.0374 | 0.2423 | 0.2431 |
376
+ | 0.6316 | 319.0 | 319 | 1.2871 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
377
+ | 0.623 | 320.0 | 320 | 1.2816 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
378
+ | 0.6221 | 321.0 | 321 | 1.2784 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
379
+ | 0.6234 | 322.0 | 322 | 1.2761 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
380
+ | 0.6245 | 323.0 | 323 | 1.2762 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
381
+ | 0.6203 | 324.0 | 324 | 1.2785 | 0.2860 | 0.0374 | 0.2831 | 0.2849 |
382
+ | 0.6167 | 325.0 | 325 | 1.2986 | 0.2830 | 0.0386 | 0.2795 | 0.2814 |
383
+ | 0.6321 | 326.0 | 326 | 1.2813 | 0.2945 | 0.0453 | 0.2902 | 0.2919 |
384
+ | 0.6369 | 327.0 | 327 | 1.2580 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
385
+ | 0.6375 | 328.0 | 328 | 1.2584 | 0.2034 | 0.0341 | 0.1995 | 0.2021 |
386
+ | 0.6393 | 329.0 | 329 | 1.2777 | 0.1956 | 0.0358 | 0.1875 | 0.1903 |
387
+ | 0.6372 | 330.0 | 330 | 1.2937 | 0.2733 | 0.0349 | 0.2645 | 0.2707 |
388
+ | 0.6345 | 331.0 | 331 | 1.2987 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
389
+ | 0.6369 | 332.0 | 332 | 1.2829 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
390
+ | 0.6359 | 333.0 | 333 | 1.2691 | 0.1525 | 0.0328 | 0.1508 | 0.1511 |
391
+ | 0.6384 | 334.0 | 334 | 1.2705 | 0.1601 | 0.0384 | 0.1601 | 0.1600 |
392
+ | 0.6388 | 335.0 | 335 | 1.2838 | 0.2864 | 0.0488 | 0.2859 | 0.2855 |
393
+ | 0.6325 | 336.0 | 336 | 1.2909 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
394
+ | 0.6369 | 337.0 | 337 | 1.2779 | 0.1842 | 0.0488 | 0.1841 | 0.1842 |
395
+ | 0.6342 | 338.0 | 338 | 1.2645 | 0.2385 | 0.0510 | 0.2382 | 0.2383 |
396
+ | 0.6341 | 339.0 | 339 | 1.2584 | 0.2864 | 0.0488 | 0.2859 | 0.2855 |
397
+ | 0.636 | 340.0 | 340 | 1.2648 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
398
+ | 0.6305 | 341.0 | 341 | 1.2716 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
399
+ | 0.6311 | 342.0 | 342 | 1.2820 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
400
+ | 0.628 | 343.0 | 343 | 1.2850 | 0.3097 | 0.0632 | 0.3051 | 0.3067 |
401
+ | 0.6227 | 344.0 | 344 | 1.2852 | 0.2576 | 0.0435 | 0.2568 | 0.2570 |
402
+ | 0.6239 | 345.0 | 345 | 1.2819 | 0.2576 | 0.0435 | 0.2568 | 0.2570 |
403
+ | 0.6209 | 346.0 | 346 | 1.2832 | 0.2826 | 0.0391 | 0.2748 | 0.2766 |
404
+ | 0.6259 | 347.0 | 347 | 1.2796 | 0.1998 | 0.0340 | 0.1984 | 0.1980 |
405
+ | 0.6206 | 348.0 | 348 | 1.2762 | 0.1555 | 0.0321 | 0.1535 | 0.1534 |
406
+ | 0.6183 | 349.0 | 349 | 1.2839 | 0.1594 | 0.0354 | 0.1572 | 0.1570 |
407
+ | 0.6189 | 350.0 | 350 | 1.2902 | 0.1693 | 0.0462 | 0.1667 | 0.1665 |
408
+ | 0.6153 | 351.0 | 351 | 1.2928 | 0.2453 | 0.0448 | 0.2447 | 0.2447 |
409
+ | 0.6118 | 352.0 | 352 | 1.2976 | 0.2576 | 0.0435 | 0.2568 | 0.2570 |
410
+ | 0.6121 | 353.0 | 353 | 1.2967 | 0.2576 | 0.0435 | 0.2568 | 0.2570 |
411
+ | 0.6146 | 354.0 | 354 | 1.2899 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
412
+ | 0.6159 | 355.0 | 355 | 1.2831 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
413
+ | 0.6072 | 356.0 | 356 | 1.2816 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
414
+ | 0.6059 | 357.0 | 357 | 1.2864 | 0.1665 | 0.0452 | 0.1637 | 0.1634 |
415
+ | 0.6073 | 358.0 | 358 | 1.2895 | 0.1672 | 0.0455 | 0.1645 | 0.1643 |
416
+ | 0.6062 | 359.0 | 359 | 1.2850 | 0.1648 | 0.0442 | 0.1621 | 0.1618 |
417
+ | 0.5998 | 360.0 | 360 | 1.2845 | 0.1636 | 0.0428 | 0.1607 | 0.1606 |
418
+ | 0.6047 | 361.0 | 361 | 1.2889 | 0.1656 | 0.0444 | 0.1629 | 0.1627 |
419
+ | 0.6025 | 362.0 | 362 | 1.2975 | 0.2826 | 0.0585 | 0.2785 | 0.2788 |
420
+ | 0.6018 | 363.0 | 363 | 1.3039 | 0.2836 | 0.0575 | 0.2796 | 0.2800 |
421
+ | 0.6005 | 364.0 | 364 | 1.3030 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
422
+ | 0.5953 | 365.0 | 365 | 1.3075 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
423
+ | 0.5964 | 366.0 | 366 | 1.3102 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
424
+ | 0.5945 | 367.0 | 367 | 1.3118 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
425
+ | 0.5958 | 368.0 | 368 | 1.3127 | 0.3093 | 0.0632 | 0.3051 | 0.3054 |
426
+ | 0.592 | 369.0 | 369 | 1.3146 | 0.3093 | 0.0632 | 0.3051 | 0.3054 |
427
+ | 0.5948 | 370.0 | 370 | 1.3079 | 0.3093 | 0.0632 | 0.3051 | 0.3054 |
428
+ | 0.5924 | 371.0 | 371 | 1.3060 | 0.2959 | 0.0602 | 0.2918 | 0.2922 |
429
+ | 0.5911 | 372.0 | 372 | 1.3109 | 0.3186 | 0.0637 | 0.3056 | 0.3147 |
430
+ | 0.5887 | 373.0 | 373 | 1.3158 | 0.1930 | 0.0484 | 0.1897 | 0.1897 |
431
+ | 0.5895 | 374.0 | 374 | 1.3196 | 0.2959 | 0.0602 | 0.2918 | 0.2922 |
432
+ | 0.5918 | 375.0 | 375 | 1.3204 | 0.3107 | 0.0632 | 0.3051 | 0.3067 |
433
+ | 0.5852 | 376.0 | 376 | 1.3211 | 0.2220 | 0.0638 | 0.2182 | 0.2181 |
434
+ | 0.5891 | 377.0 | 377 | 1.3166 | 0.2009 | 0.0352 | 0.1994 | 0.1995 |
435
+ | 0.5887 | 378.0 | 378 | 1.3150 | 0.2622 | 0.0601 | 0.2589 | 0.2588 |
436
+ | 0.5878 | 379.0 | 379 | 1.3139 | 0.3032 | 0.0648 | 0.2992 | 0.2994 |
437
+ | 0.5825 | 380.0 | 380 | 1.3178 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
438
+ | 0.5882 | 381.0 | 381 | 1.3193 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
439
+ | 0.5883 | 382.0 | 382 | 1.3188 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
440
+ | 0.5836 | 383.0 | 383 | 1.3149 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
441
+ | 0.5836 | 384.0 | 384 | 1.3177 | 0.1642 | 0.0433 | 0.1617 | 0.1617 |
442
+ | 0.5814 | 385.0 | 385 | 1.3232 | 0.1590 | 0.0374 | 0.1571 | 0.1571 |
443
+ | 0.5759 | 386.0 | 386 | 1.3290 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
444
+ | 0.5817 | 387.0 | 387 | 1.3289 | 0.1846 | 0.0354 | 0.1815 | 0.1831 |
445
+ | 0.5806 | 388.0 | 388 | 1.3266 | 0.1703 | 0.0456 | 0.1675 | 0.1673 |
446
+ | 0.5785 | 389.0 | 389 | 1.3216 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
447
+ | 0.5806 | 390.0 | 390 | 1.3181 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
448
+ | 0.5778 | 391.0 | 391 | 1.3206 | 0.2287 | 0.0364 | 0.2244 | 0.2287 |
449
+ | 0.5831 | 392.0 | 392 | 1.3170 | 0.2287 | 0.0364 | 0.2244 | 0.2287 |
450
+ | 0.581 | 393.0 | 393 | 1.3175 | 0.2375 | 0.0379 | 0.2330 | 0.2375 |
451
+ | 0.5826 | 394.0 | 394 | 1.3146 | 0.2227 | 0.0353 | 0.2185 | 0.2228 |
452
+ | 0.5782 | 395.0 | 395 | 1.3175 | 0.2200 | 0.0349 | 0.2158 | 0.2199 |
453
+ | 0.5883 | 396.0 | 396 | 1.3154 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
454
+ | 0.5825 | 397.0 | 397 | 1.3149 | 0.2336 | 0.0371 | 0.2312 | 0.2336 |
455
+ | 0.5843 | 398.0 | 398 | 1.3141 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
456
+ | 0.5844 | 399.0 | 399 | 1.3160 | 0.2452 | 0.0390 | 0.2422 | 0.2453 |
457
+ | 0.581 | 400.0 | 400 | 1.3189 | 0.2336 | 0.0371 | 0.2312 | 0.2336 |
458
+ | 0.5821 | 401.0 | 401 | 1.3131 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
459
+ | 0.5757 | 402.0 | 402 | 1.3140 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
460
+ | 0.5797 | 403.0 | 403 | 1.3185 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
461
+ | 0.5745 | 404.0 | 404 | 1.3261 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
462
+ | 0.5792 | 405.0 | 405 | 1.3222 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
463
+ | 0.5733 | 406.0 | 406 | 1.3203 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
464
+ | 0.5772 | 407.0 | 407 | 1.3205 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
465
+ | 0.5757 | 408.0 | 408 | 1.3199 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
466
+ | 0.5682 | 409.0 | 409 | 1.3247 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
467
+ | 0.5706 | 410.0 | 410 | 1.3329 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
468
+ | 0.5707 | 411.0 | 411 | 1.3421 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
469
+ | 0.5753 | 412.0 | 412 | 1.3420 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
470
+ | 0.5704 | 413.0 | 413 | 1.3451 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
471
+ | 0.5778 | 414.0 | 414 | 1.3396 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
472
+ | 0.5691 | 415.0 | 415 | 1.3371 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
473
+ | 0.5715 | 416.0 | 416 | 1.3379 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
474
+ | 0.5641 | 417.0 | 417 | 1.3435 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
475
+ | 0.5682 | 418.0 | 418 | 1.3471 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
476
+ | 0.5681 | 419.0 | 419 | 1.3486 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
477
+ | 0.5687 | 420.0 | 420 | 1.3476 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
478
+ | 0.5644 | 421.0 | 421 | 1.3449 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
479
+ | 0.5616 | 422.0 | 422 | 1.3431 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
480
+ | 0.5705 | 423.0 | 423 | 1.3410 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
481
+ | 0.5652 | 424.0 | 424 | 1.3416 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
482
+ | 0.5617 | 425.0 | 425 | 1.3442 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
483
+ | 0.5641 | 426.0 | 426 | 1.3484 | 0.2499 | 0.0393 | 0.2419 | 0.2500 |
484
+ | 0.5578 | 427.0 | 427 | 1.3556 | 0.2485 | 0.0404 | 0.2438 | 0.2486 |
485
+ | 0.5606 | 428.0 | 428 | 1.3598 | 0.1676 | 0.0410 | 0.1663 | 0.1660 |
486
+ | 0.5616 | 429.0 | 429 | 1.3579 | 0.1798 | 0.0416 | 0.1770 | 0.1791 |
487
+ | 0.5578 | 430.0 | 430 | 1.3547 | 0.1729 | 0.0442 | 0.1708 | 0.1706 |
488
+ | 0.559 | 431.0 | 431 | 1.3487 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
489
+ | 0.5594 | 432.0 | 432 | 1.3486 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
490
+ | 0.5589 | 433.0 | 433 | 1.3512 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
491
+ | 0.5605 | 434.0 | 434 | 1.3518 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
492
+ | 0.5561 | 435.0 | 435 | 1.3514 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
493
+ | 0.5571 | 436.0 | 436 | 1.3472 | 0.2242 | 0.0371 | 0.2202 | 0.2242 |
494
+ | 0.56 | 437.0 | 437 | 1.3420 | 0.2261 | 0.0374 | 0.2220 | 0.2261 |
495
+ | 0.56 | 438.0 | 438 | 1.3363 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
496
+ | 0.5537 | 439.0 | 439 | 1.3365 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
497
+ | 0.5539 | 440.0 | 440 | 1.3459 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
498
+ | 0.5571 | 441.0 | 441 | 1.3520 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
499
+ | 0.5503 | 442.0 | 442 | 1.3584 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
500
+ | 0.5468 | 443.0 | 443 | 1.3619 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
501
+ | 0.5477 | 444.0 | 444 | 1.3600 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
502
+ | 0.5455 | 445.0 | 445 | 1.3587 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
503
+ | 0.5468 | 446.0 | 446 | 1.3549 | 0.2465 | 0.0393 | 0.2419 | 0.2464 |
504
+ | 0.5457 | 447.0 | 447 | 1.3580 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
505
+ | 0.5439 | 448.0 | 448 | 1.3619 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
506
+ | 0.5473 | 449.0 | 449 | 1.3688 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
507
+ | 0.5447 | 450.0 | 450 | 1.3730 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
508
+ | 0.5449 | 451.0 | 451 | 1.3732 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
509
+ | 0.5424 | 452.0 | 452 | 1.3714 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
510
+ | 0.5462 | 453.0 | 453 | 1.3689 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
511
+ | 0.5417 | 454.0 | 454 | 1.3637 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
512
+ | 0.542 | 455.0 | 455 | 1.3657 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
513
+ | 0.543 | 456.0 | 456 | 1.3677 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
514
+ | 0.5425 | 457.0 | 457 | 1.3667 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
515
+ | 0.5389 | 458.0 | 458 | 1.3630 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
516
+ | 0.54 | 459.0 | 459 | 1.3597 | 0.2485 | 0.0399 | 0.2438 | 0.2486 |
517
+ | 0.5406 | 460.0 | 460 | 1.3563 | 0.2136 | 0.0390 | 0.2138 | 0.2139 |
518
+ | 0.5373 | 461.0 | 461 | 1.3600 | 0.2231 | 0.0377 | 0.2207 | 0.2233 |
519
+ | 0.5406 | 462.0 | 462 | 1.3645 | 0.2296 | 0.0364 | 0.2255 | 0.2297 |
520
+ | 0.5398 | 463.0 | 463 | 1.3669 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
521
+ | 0.5397 | 464.0 | 464 | 1.3664 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
522
+ | 0.5387 | 465.0 | 465 | 1.3651 | 0.2298 | 0.0364 | 0.2276 | 0.2300 |
523
+ | 0.5367 | 466.0 | 466 | 1.3653 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
524
+ | 0.533 | 467.0 | 467 | 1.3658 | 0.2382 | 0.0381 | 0.2337 | 0.2382 |
525
+ | 0.5299 | 468.0 | 468 | 1.3691 | 0.2988 | 0.0571 | 0.2942 | 0.2948 |
526
+ | 0.5317 | 469.0 | 469 | 1.3712 | 0.3008 | 0.0578 | 0.2965 | 0.2966 |
527
+ | 0.5332 | 470.0 | 470 | 1.3726 | 0.1943 | 0.0494 | 0.1911 | 0.1911 |
528
+ | 0.5337 | 471.0 | 471 | 1.3688 | 0.2931 | 0.0580 | 0.2875 | 0.2885 |
529
+ | 0.5335 | 472.0 | 472 | 1.3622 | 0.2962 | 0.0579 | 0.2860 | 0.2919 |
530
+ | 0.5279 | 473.0 | 473 | 1.3607 | 0.2929 | 0.0577 | 0.2823 | 0.2898 |
531
+ | 0.5332 | 474.0 | 474 | 1.3587 | 0.2179 | 0.0400 | 0.2169 | 0.2177 |
532
+ | 0.5321 | 475.0 | 475 | 1.3586 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
533
+ | 0.5265 | 476.0 | 476 | 1.3596 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
534
+ | 0.5274 | 477.0 | 477 | 1.3620 | 0.1958 | 0.0424 | 0.1942 | 0.1961 |
535
+ | 0.5295 | 478.0 | 478 | 1.3597 | 0.2390 | 0.0381 | 0.2360 | 0.2391 |
536
+ | 0.5338 | 479.0 | 479 | 1.3559 | 0.2393 | 0.0381 | 0.2371 | 0.2395 |
537
+ | 0.5307 | 480.0 | 480 | 1.3525 | 0.2393 | 0.0381 | 0.2371 | 0.2395 |
538
+ | 0.5267 | 481.0 | 481 | 1.3544 | 0.2393 | 0.0381 | 0.2371 | 0.2395 |
539
+ | 0.5258 | 482.0 | 482 | 1.3625 | 0.2334 | 0.0385 | 0.2312 | 0.2336 |
540
+ | 0.5305 | 483.0 | 483 | 1.3672 | 0.1845 | 0.0436 | 0.1844 | 0.1843 |
541
+ | 0.528 | 484.0 | 484 | 1.3719 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
542
+ | 0.5228 | 485.0 | 485 | 1.3744 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
543
+ | 0.5254 | 486.0 | 486 | 1.3737 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
544
+ | 0.5251 | 487.0 | 487 | 1.3719 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
545
+ | 0.5235 | 488.0 | 488 | 1.3697 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
546
+ | 0.524 | 489.0 | 489 | 1.3706 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
547
+ | 0.5236 | 490.0 | 490 | 1.3714 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
548
+ | 0.5226 | 491.0 | 491 | 1.3726 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
549
+ | 0.5222 | 492.0 | 492 | 1.3765 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
550
+ | 0.5241 | 493.0 | 493 | 1.3793 | 0.1905 | 0.0468 | 0.1896 | 0.1899 |
551
+ | 0.5199 | 494.0 | 494 | 1.3799 | 0.2740 | 0.0531 | 0.2614 | 0.2701 |
552
+ | 0.5213 | 495.0 | 495 | 1.3780 | 0.2644 | 0.0510 | 0.2521 | 0.2606 |
553
+ | 0.5216 | 496.0 | 496 | 1.3754 | 0.2282 | 0.0381 | 0.2204 | 0.2277 |
554
+ | 0.5243 | 497.0 | 497 | 1.3720 | 0.1850 | 0.0429 | 0.1850 | 0.1852 |
555
+ | 0.5219 | 498.0 | 498 | 1.3683 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
556
+ | 0.5176 | 499.0 | 499 | 1.3675 | 0.1784 | 0.0441 | 0.1785 | 0.1785 |
557
+ | 0.5143 | 500.0 | 500 | 1.3762 | 0.2711 | 0.0525 | 0.2644 | 0.2674 |
558
+ | 0.5176 | 501.0 | 501 | 1.3802 | 0.1880 | 0.0457 | 0.1873 | 0.1878 |
559
+ | 0.5194 | 502.0 | 502 | 1.3818 | 0.1880 | 0.0457 | 0.1873 | 0.1878 |
560
+ | 0.5209 | 503.0 | 503 | 1.3820 | 0.1880 | 0.0457 | 0.1873 | 0.1878 |
561
+ | 0.518 | 504.0 | 504 | 1.3809 | 0.2155 | 0.0412 | 0.2121 | 0.2148 |
562
+ | 0.5179 | 505.0 | 505 | 1.3820 | 0.2697 | 0.0510 | 0.2641 | 0.2656 |
563
+ | 0.5174 | 506.0 | 506 | 1.3802 | 0.2714 | 0.0510 | 0.2651 | 0.2669 |
564
+ | 0.5142 | 507.0 | 507 | 1.3857 | 0.2778 | 0.0520 | 0.2655 | 0.2738 |
565
+ | 0.5162 | 508.0 | 508 | 1.3886 | 0.2807 | 0.0528 | 0.2657 | 0.2767 |
566
+ | 0.5189 | 509.0 | 509 | 1.3884 | 0.2661 | 0.0514 | 0.2521 | 0.2620 |
567
+ | 0.5204 | 510.0 | 510 | 1.3854 | 0.1758 | 0.0469 | 0.1727 | 0.1726 |
568
+ | 0.5128 | 511.0 | 511 | 1.3830 | 0.2287 | 0.0495 | 0.2243 | 0.2253 |
569
+ | 0.5131 | 512.0 | 512 | 1.3822 | 0.2845 | 0.0551 | 0.2794 | 0.2796 |
570
+ | 0.5124 | 513.0 | 513 | 1.3817 | 0.2864 | 0.0548 | 0.2777 | 0.2814 |
571
+ | 0.5136 | 514.0 | 514 | 1.3810 | 0.2747 | 0.0528 | 0.2657 | 0.2707 |
572
+ | 0.5161 | 515.0 | 515 | 1.3851 | 0.2755 | 0.0525 | 0.2669 | 0.2711 |
573
+ | 0.5094 | 516.0 | 516 | 1.3886 | 0.2603 | 0.0514 | 0.2521 | 0.2563 |
574
+ | 0.5135 | 517.0 | 517 | 1.3902 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
575
+ | 0.514 | 518.0 | 518 | 1.3879 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
576
+ | 0.5099 | 519.0 | 519 | 1.3905 | 0.1695 | 0.0474 | 0.1671 | 0.1669 |
577
+ | 0.5158 | 520.0 | 520 | 1.3914 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
578
+ | 0.5137 | 521.0 | 521 | 1.3888 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
579
+ | 0.5125 | 522.0 | 522 | 1.3862 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
580
+ | 0.5088 | 523.0 | 523 | 1.3842 | 0.1555 | 0.0321 | 0.1535 | 0.1534 |
581
+ | 0.5116 | 524.0 | 524 | 1.3821 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
582
+ | 0.5165 | 525.0 | 525 | 1.3805 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
583
+ | 0.5067 | 526.0 | 526 | 1.3844 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
584
+ | 0.5051 | 527.0 | 527 | 1.3897 | 0.2338 | 0.0589 | 0.2255 | 0.2303 |
585
+ | 0.5081 | 528.0 | 528 | 1.3955 | 0.3186 | 0.0637 | 0.3056 | 0.3147 |
586
+ | 0.513 | 529.0 | 529 | 1.3970 | 0.3186 | 0.0637 | 0.3056 | 0.3147 |
587
+ | 0.5108 | 530.0 | 530 | 1.3983 | 0.3239 | 0.0665 | 0.3090 | 0.3197 |
588
+ | 0.5114 | 531.0 | 531 | 1.3957 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
589
+ | 0.5101 | 532.0 | 532 | 1.3919 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
590
+ | 0.5131 | 533.0 | 533 | 1.3858 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
591
+ | 0.5095 | 534.0 | 534 | 1.3881 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
592
+ | 0.51 | 535.0 | 535 | 1.3893 | 0.2241 | 0.0338 | 0.2090 | 0.2239 |
593
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594
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595
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596
+ | 0.5079 | 539.0 | 539 | 1.3903 | 0.1417 | 0.0314 | 0.1400 | 0.1417 |
597
+ | 0.5076 | 540.0 | 540 | 1.3883 | 0.2549 | 0.0361 | 0.2326 | 0.2340 |
598
+ | 0.512 | 541.0 | 541 | 1.3890 | 0.2841 | 0.0361 | 0.2604 | 0.2606 |
599
+ | 0.5092 | 542.0 | 542 | 1.3880 | 0.2071 | 0.0400 | 0.2024 | 0.2025 |
600
+ | 0.5099 | 543.0 | 543 | 1.3863 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
601
+ | 0.5088 | 544.0 | 544 | 1.3861 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
602
+ | 0.5054 | 545.0 | 545 | 1.3870 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
603
+ | 0.5133 | 546.0 | 546 | 1.3880 | 0.2902 | 0.0572 | 0.2798 | 0.2845 |
604
+ | 0.5045 | 547.0 | 547 | 1.3889 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
605
+ | 0.509 | 548.0 | 548 | 1.3931 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
606
+ | 0.5093 | 549.0 | 549 | 1.3967 | 0.3016 | 0.0597 | 0.2909 | 0.2957 |
607
+ | 0.5048 | 550.0 | 550 | 1.3995 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
608
+ | 0.509 | 551.0 | 551 | 1.3998 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
609
+ | 0.508 | 552.0 | 552 | 1.3969 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
610
+ | 0.5073 | 553.0 | 553 | 1.3977 | 0.1705 | 0.0456 | 0.1680 | 0.1678 |
611
+ | 0.5066 | 554.0 | 554 | 1.3968 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
612
+ | 0.5101 | 555.0 | 555 | 1.3925 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
613
+ | 0.5088 | 556.0 | 556 | 1.3878 | 0.1542 | 0.0324 | 0.1523 | 0.1525 |
614
+ | 0.5065 | 557.0 | 557 | 1.3876 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
615
+ | 0.5117 | 558.0 | 558 | 1.3891 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
616
+ | 0.5105 | 559.0 | 559 | 1.3885 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
617
+ | 0.5074 | 560.0 | 560 | 1.3879 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
618
+ | 0.5084 | 561.0 | 561 | 1.3880 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
619
+ | 0.5142 | 562.0 | 562 | 1.3873 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
620
+ | 0.5083 | 563.0 | 563 | 1.3856 | 0.2558 | 0.0548 | 0.2470 | 0.2510 |
621
+ | 0.5061 | 564.0 | 564 | 1.3860 | 0.2923 | 0.0572 | 0.2815 | 0.2868 |
622
+ | 0.5094 | 565.0 | 565 | 1.3852 | 0.2838 | 0.0562 | 0.2732 | 0.2783 |
623
+ | 0.5076 | 566.0 | 566 | 1.3841 | 0.1832 | 0.0495 | 0.1780 | 0.1799 |
624
+ | 0.507 | 567.0 | 567 | 1.3861 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
625
+ | 0.5084 | 568.0 | 568 | 1.3874 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
626
+ | 0.511 | 569.0 | 569 | 1.3864 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
627
+ | 0.5069 | 570.0 | 570 | 1.3852 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
628
+ | 0.5076 | 571.0 | 571 | 1.3813 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
629
+ | 0.5089 | 572.0 | 572 | 1.3824 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
630
+ | 0.5104 | 573.0 | 573 | 1.3793 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
631
+ | 0.5097 | 574.0 | 574 | 1.3798 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
632
+ | 0.5043 | 575.0 | 575 | 1.3782 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
633
+ | 0.5075 | 576.0 | 576 | 1.3799 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
634
+ | 0.5064 | 577.0 | 577 | 1.3825 | 0.1722 | 0.0489 | 0.1696 | 0.1694 |
635
+ | 0.5051 | 578.0 | 578 | 1.3851 | 0.2923 | 0.0572 | 0.2815 | 0.2868 |
636
+ | 0.5079 | 579.0 | 579 | 1.3854 | 0.2923 | 0.0572 | 0.2815 | 0.2868 |
637
+ | 0.5002 | 580.0 | 580 | 1.3869 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
638
+ | 0.5054 | 581.0 | 581 | 1.3885 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
639
+ | 0.5036 | 582.0 | 582 | 1.3898 | 0.2247 | 0.0339 | 0.2096 | 0.2245 |
640
+ | 0.5063 | 583.0 | 583 | 1.3900 | 0.2301 | 0.0348 | 0.2154 | 0.2301 |
641
+ | 0.506 | 584.0 | 584 | 1.3901 | 0.2306 | 0.0349 | 0.2158 | 0.2306 |
642
+ | 0.503 | 585.0 | 585 | 1.3912 | 0.2301 | 0.0348 | 0.2154 | 0.2301 |
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+ | 0.5083 | 586.0 | 586 | 1.3901 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
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+ | 0.5016 | 587.0 | 587 | 1.3899 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
645
+ | 0.508 | 588.0 | 588 | 1.3890 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
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+ | 0.501 | 589.0 | 589 | 1.3899 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
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+ | 0.5045 | 590.0 | 590 | 1.3920 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
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+ | 0.5036 | 591.0 | 591 | 1.3922 | 0.2243 | 0.0335 | 0.2093 | 0.2242 |
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+ | 0.5046 | 592.0 | 592 | 1.3920 | 0.2254 | 0.0340 | 0.2107 | 0.2254 |
650
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651
+ | 0.5035 | 594.0 | 594 | 1.3938 | 0.2710 | 0.0443 | 0.2564 | 0.2606 |
652
+ | 0.5045 | 595.0 | 595 | 1.3920 | 0.2351 | 0.0354 | 0.2283 | 0.2326 |
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+ | 0.5006 | 596.0 | 596 | 1.3931 | 0.2318 | 0.0363 | 0.2249 | 0.2291 |
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+ | 0.5018 | 597.0 | 597 | 1.3936 | 0.2318 | 0.0363 | 0.2249 | 0.2291 |
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+ | 0.4983 | 599.0 | 599 | 1.3972 | 0.2396 | 0.0349 | 0.2336 | 0.2378 |
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+
699
+
700
+ ### Framework versions
701
+
702
+ - Transformers 4.48.3
703
+ - Pytorch 2.5.1+cu124
704
+ - Datasets 3.3.0
705
+ - Tokenizers 0.21.0
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