update model card README.md
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README.md
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metrics:
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- name: Bleu
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type: bleu
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value: 4.
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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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@@ -29,9 +29,9 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the opus_books dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.
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- Bleu: 4.
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- Gen Len: 17.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:------:|:---------------:|:------:|:-------:|
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### Framework versions
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metrics:
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- name: Bleu
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type: bleu
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value: 4.8513
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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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This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the opus_books dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 2.9566
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+
- Bleu: 4.8513
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+
- Gen Len: 17.84
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:------:|:---------------:|:------:|:-------:|
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| 3.3949 | 1.0 | 788 | 2.7553 | 0.9274 | 18.1314 |
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| 2.8659 | 2.0 | 1576 | 2.5367 | 1.2755 | 18.1543 |
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| 2.7244 | 3.0 | 2364 | 2.3900 | 1.6351 | 18.0343 |
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| 2.5228 | 4.0 | 3152 | 2.2902 | 1.7125 | 18.0543 |
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| 2.4201 | 5.0 | 3940 | 2.2039 | 1.7217 | 18.0914 |
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| 2.3168 | 6.0 | 4728 | 2.1429 | 2.0474 | 18.08 |
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| 2.1856 | 7.0 | 5516 | 2.0772 | 2.228 | 18.0686 |
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| 2.12 | 8.0 | 6304 | 2.0333 | 2.1694 | 17.98 |
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| 2.0519 | 9.0 | 7092 | 1.9931 | 2.257 | 17.9914 |
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| 1.9856 | 10.0 | 7880 | 1.9540 | 2.489 | 18.04 |
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| 1.9164 | 11.0 | 8668 | 1.9266 | 2.5762 | 17.9629 |
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| 1.8864 | 12.0 | 9456 | 1.9036 | 2.8294 | 17.9857 |
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| 1.8276 | 13.0 | 10244 | 1.8695 | 2.9018 | 17.98 |
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| 1.7715 | 14.0 | 11032 | 1.8584 | 3.04 | 17.9886 |
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| 1.7302 | 15.0 | 11820 | 1.8487 | 2.9588 | 18.0057 |
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| 1.6768 | 16.0 | 12608 | 1.8155 | 3.1968 | 17.9943 |
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| 1.6564 | 17.0 | 13396 | 1.8137 | 3.3315 | 17.9657 |
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| 1.6039 | 18.0 | 14184 | 1.7863 | 3.4057 | 18.0629 |
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| 1.5735 | 19.0 | 14972 | 1.7945 | 3.6905 | 17.9571 |
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| 1.5319 | 20.0 | 15760 | 1.7830 | 3.5128 | 17.9714 |
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| 1.4993 | 21.0 | 16548 | 1.7745 | 3.4125 | 18.0057 |
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| 1.4622 | 22.0 | 17336 | 1.7655 | 3.3974 | 17.9543 |
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| 1.448 | 23.0 | 18124 | 1.7599 | 3.75 | 17.9057 |
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| 1.3995 | 24.0 | 18912 | 1.7557 | 3.6852 | 17.8286 |
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| 1.373 | 25.0 | 19700 | 1.7478 | 3.5797 | 17.9343 |
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| 1.3513 | 26.0 | 20488 | 1.7558 | 3.8526 | 17.8457 |
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| 1.3291 | 27.0 | 21276 | 1.7485 | 3.7037 | 17.9143 |
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| 1.3002 | 28.0 | 22064 | 1.7480 | 3.7433 | 17.96 |
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| 1.2655 | 29.0 | 22852 | 1.7578 | 4.0584 | 17.8914 |
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| 1.2354 | 30.0 | 23640 | 1.7514 | 4.2106 | 17.8686 |
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| 1.2224 | 31.0 | 24428 | 1.7576 | 3.9906 | 17.9 |
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| 1.1999 | 32.0 | 25216 | 1.7627 | 4.1242 | 17.92 |
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| 1.1672 | 33.0 | 26004 | 1.7548 | 4.1584 | 17.8286 |
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| 1.1547 | 34.0 | 26792 | 1.7446 | 4.1721 | 17.8143 |
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| 1.1313 | 35.0 | 27580 | 1.7613 | 4.3958 | 17.8457 |
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| 1.08 | 36.0 | 28368 | 1.7628 | 4.342 | 17.8829 |
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| 1.0927 | 37.0 | 29156 | 1.7685 | 4.4468 | 17.8971 |
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| 1.0751 | 38.0 | 29944 | 1.7731 | 4.4297 | 17.8886 |
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| 1.0492 | 39.0 | 30732 | 1.7641 | 4.5174 | 17.8714 |
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| 1.036 | 40.0 | 31520 | 1.7643 | 4.4578 | 17.84 |
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| 1.0172 | 41.0 | 32308 | 1.7820 | 4.5795 | 17.8429 |
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| 0.9966 | 42.0 | 33096 | 1.7830 | 4.3455 | 17.8743 |
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| 0.9812 | 43.0 | 33884 | 1.7890 | 4.3988 | 17.8486 |
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| 0.9624 | 44.0 | 34672 | 1.7953 | 4.5418 | 17.8143 |
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| 0.9485 | 45.0 | 35460 | 1.8046 | 4.5402 | 17.8143 |
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| 0.9383 | 46.0 | 36248 | 1.8010 | 4.5572 | 17.76 |
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| 0.9175 | 47.0 | 37036 | 1.8153 | 4.5916 | 17.7943 |
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| 0.8877 | 48.0 | 37824 | 1.8133 | 4.5799 | 17.7857 |
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| 0.8877 | 49.0 | 38612 | 1.8254 | 4.6511 | 17.7657 |
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| 0.8595 | 50.0 | 39400 | 1.8229 | 4.7338 | 17.7657 |
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| 0.8533 | 51.0 | 40188 | 1.8402 | 4.7568 | 17.7571 |
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| 0.8414 | 52.0 | 40976 | 1.8406 | 4.7573 | 17.8429 |
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| 0.8191 | 53.0 | 41764 | 1.8499 | 4.6985 | 17.76 |
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| 0.8228 | 54.0 | 42552 | 1.8629 | 4.7603 | 17.7114 |
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| 0.7987 | 55.0 | 43340 | 1.8638 | 4.5511 | 17.8 |
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| 0.7877 | 56.0 | 44128 | 1.8673 | 4.5068 | 17.7771 |
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| 0.7829 | 57.0 | 44916 | 1.8862 | 4.6033 | 17.7943 |
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| 0.7571 | 58.0 | 45704 | 1.8874 | 4.6694 | 17.7486 |
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| 0.7542 | 59.0 | 46492 | 1.8996 | 4.7531 | 17.7571 |
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| 0.7301 | 60.0 | 47280 | 1.8950 | 4.6951 | 17.7514 |
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| 126 |
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| 0.73 | 61.0 | 48068 | 1.9035 | 4.7867 | 17.7343 |
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| 127 |
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| 0.7065 | 62.0 | 48856 | 1.9127 | 4.5863 | 17.7257 |
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| 128 |
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| 0.7015 | 63.0 | 49644 | 1.9418 | 4.9026 | 17.8086 |
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| 129 |
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| 0.6921 | 64.0 | 50432 | 1.9322 | 4.8127 | 17.7943 |
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| 130 |
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| 0.6714 | 65.0 | 51220 | 1.9382 | 4.5343 | 17.7286 |
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| 0.6599 | 66.0 | 52008 | 1.9508 | 4.5273 | 17.7343 |
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| 132 |
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| 0.6529 | 67.0 | 52796 | 1.9577 | 4.6274 | 17.7743 |
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| 133 |
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| 0.647 | 68.0 | 53584 | 1.9789 | 4.5575 | 17.7571 |
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| 134 |
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| 0.627 | 69.0 | 54372 | 1.9795 | 4.319 | 17.7371 |
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| 135 |
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| 0.6279 | 70.0 | 55160 | 1.9788 | 4.6788 | 17.7486 |
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| 136 |
+
| 0.5867 | 71.0 | 55948 | 2.0100 | 4.557 | 17.7714 |
|
| 137 |
+
| 0.5985 | 72.0 | 56736 | 2.0256 | 4.6005 | 17.8229 |
|
| 138 |
+
| 0.5939 | 73.0 | 57524 | 2.0336 | 4.7289 | 17.8 |
|
| 139 |
+
| 0.5727 | 74.0 | 58312 | 2.0328 | 4.5894 | 17.7229 |
|
| 140 |
+
| 0.5702 | 75.0 | 59100 | 2.0436 | 4.7621 | 17.78 |
|
| 141 |
+
| 0.5744 | 76.0 | 59888 | 2.0662 | 4.6161 | 17.8057 |
|
| 142 |
+
| 0.5554 | 77.0 | 60676 | 2.0586 | 4.6424 | 17.8057 |
|
| 143 |
+
| 0.5436 | 78.0 | 61464 | 2.0532 | 4.5742 | 17.7886 |
|
| 144 |
+
| 0.5359 | 79.0 | 62252 | 2.0680 | 4.8312 | 17.7886 |
|
| 145 |
+
| 0.5291 | 80.0 | 63040 | 2.0858 | 4.6342 | 17.8457 |
|
| 146 |
+
| 0.5034 | 81.0 | 63828 | 2.0861 | 4.7405 | 17.8257 |
|
| 147 |
+
| 0.5155 | 82.0 | 64616 | 2.1003 | 4.3956 | 17.7571 |
|
| 148 |
+
| 0.4989 | 83.0 | 65404 | 2.1072 | 4.339 | 17.7914 |
|
| 149 |
+
| 0.4903 | 84.0 | 66192 | 2.1113 | 4.3804 | 17.8143 |
|
| 150 |
+
| 0.4836 | 85.0 | 66980 | 2.1202 | 4.5776 | 17.8371 |
|
| 151 |
+
| 0.4794 | 86.0 | 67768 | 2.1277 | 4.6548 | 17.7686 |
|
| 152 |
+
| 0.4689 | 87.0 | 68556 | 2.1360 | 4.6453 | 17.7571 |
|
| 153 |
+
| 0.4623 | 88.0 | 69344 | 2.1460 | 4.7885 | 17.7771 |
|
| 154 |
+
| 0.4551 | 89.0 | 70132 | 2.1610 | 4.5342 | 17.7686 |
|
| 155 |
+
| 0.4405 | 90.0 | 70920 | 2.1649 | 4.5593 | 17.8057 |
|
| 156 |
+
| 0.4478 | 91.0 | 71708 | 2.1518 | 4.4945 | 17.8314 |
|
| 157 |
+
| 0.4265 | 92.0 | 72496 | 2.1873 | 4.453 | 17.8086 |
|
| 158 |
+
| 0.4191 | 93.0 | 73284 | 2.1808 | 4.6432 | 17.8057 |
|
| 159 |
+
| 0.4169 | 94.0 | 74072 | 2.1871 | 4.5543 | 17.82 |
|
| 160 |
+
| 0.4087 | 95.0 | 74860 | 2.2109 | 4.8367 | 17.7971 |
|
| 161 |
+
| 0.4054 | 96.0 | 75648 | 2.2092 | 4.7079 | 17.8171 |
|
| 162 |
+
| 0.3872 | 97.0 | 76436 | 2.2103 | 4.6996 | 17.7943 |
|
| 163 |
+
| 0.3884 | 98.0 | 77224 | 2.2111 | 4.9398 | 17.8314 |
|
| 164 |
+
| 0.3837 | 99.0 | 78012 | 2.2316 | 4.7849 | 17.8143 |
|
| 165 |
+
| 0.3777 | 100.0 | 78800 | 2.2298 | 4.7595 | 17.8343 |
|
| 166 |
+
| 0.3719 | 101.0 | 79588 | 2.2404 | 4.6768 | 17.8457 |
|
| 167 |
+
| 0.364 | 102.0 | 80376 | 2.2658 | 4.5789 | 17.8229 |
|
| 168 |
+
| 0.3549 | 103.0 | 81164 | 2.2790 | 4.6549 | 17.8029 |
|
| 169 |
+
| 0.3598 | 104.0 | 81952 | 2.2953 | 4.7411 | 17.8486 |
|
| 170 |
+
| 0.346 | 105.0 | 82740 | 2.2812 | 4.7529 | 17.7657 |
|
| 171 |
+
| 0.3376 | 106.0 | 83528 | 2.2997 | 4.5128 | 17.7886 |
|
| 172 |
+
| 0.3363 | 107.0 | 84316 | 2.2938 | 4.6983 | 17.7914 |
|
| 173 |
+
| 0.3368 | 108.0 | 85104 | 2.2909 | 4.4977 | 17.8257 |
|
| 174 |
+
| 0.3243 | 109.0 | 85892 | 2.3100 | 4.5156 | 17.8286 |
|
| 175 |
+
| 0.3197 | 110.0 | 86680 | 2.3310 | 4.7516 | 17.7943 |
|
| 176 |
+
| 0.3165 | 111.0 | 87468 | 2.3354 | 4.608 | 17.8114 |
|
| 177 |
+
| 0.3128 | 112.0 | 88256 | 2.3334 | 4.7388 | 17.8314 |
|
| 178 |
+
| 0.3038 | 113.0 | 89044 | 2.3343 | 4.6356 | 17.7914 |
|
| 179 |
+
| 0.3055 | 114.0 | 89832 | 2.3553 | 4.6694 | 17.7971 |
|
| 180 |
+
| 0.2977 | 115.0 | 90620 | 2.3530 | 4.6176 | 17.8086 |
|
| 181 |
+
| 0.2925 | 116.0 | 91408 | 2.3687 | 4.6855 | 17.8886 |
|
| 182 |
+
| 0.2794 | 117.0 | 92196 | 2.3856 | 4.5948 | 17.84 |
|
| 183 |
+
| 0.2913 | 118.0 | 92984 | 2.3844 | 4.7569 | 17.7943 |
|
| 184 |
+
| 0.2812 | 119.0 | 93772 | 2.3973 | 4.6009 | 17.7629 |
|
| 185 |
+
| 0.2731 | 120.0 | 94560 | 2.4074 | 4.7287 | 17.8086 |
|
| 186 |
+
| 0.2781 | 121.0 | 95348 | 2.4083 | 4.7944 | 17.8571 |
|
| 187 |
+
| 0.2708 | 122.0 | 96136 | 2.4414 | 4.7454 | 17.8829 |
|
| 188 |
+
| 0.2607 | 123.0 | 96924 | 2.4202 | 4.5074 | 17.8486 |
|
| 189 |
+
| 0.2617 | 124.0 | 97712 | 2.4371 | 4.6055 | 17.8629 |
|
| 190 |
+
| 0.2527 | 125.0 | 98500 | 2.4314 | 4.5891 | 17.8 |
|
| 191 |
+
| 0.2528 | 126.0 | 99288 | 2.4548 | 4.8362 | 17.8571 |
|
| 192 |
+
| 0.2522 | 127.0 | 100076 | 2.4461 | 4.6966 | 17.8514 |
|
| 193 |
+
| 0.2434 | 128.0 | 100864 | 2.4492 | 4.5774 | 17.8514 |
|
| 194 |
+
| 0.2381 | 129.0 | 101652 | 2.4720 | 4.4607 | 17.86 |
|
| 195 |
+
| 0.2411 | 130.0 | 102440 | 2.4820 | 4.484 | 17.8371 |
|
| 196 |
+
| 0.2352 | 131.0 | 103228 | 2.4954 | 4.8091 | 17.8457 |
|
| 197 |
+
| 0.2275 | 132.0 | 104016 | 2.4863 | 4.7008 | 17.8743 |
|
| 198 |
+
| 0.2244 | 133.0 | 104804 | 2.5089 | 4.8076 | 17.8571 |
|
| 199 |
+
| 0.2251 | 134.0 | 105592 | 2.5085 | 4.7374 | 17.8029 |
|
| 200 |
+
| 0.2242 | 135.0 | 106380 | 2.4979 | 4.851 | 17.8171 |
|
| 201 |
+
| 0.2217 | 136.0 | 107168 | 2.5122 | 4.6295 | 17.8314 |
|
| 202 |
+
| 0.2111 | 137.0 | 107956 | 2.5131 | 4.6315 | 17.8229 |
|
| 203 |
+
| 0.2078 | 138.0 | 108744 | 2.5216 | 4.6177 | 17.8229 |
|
| 204 |
+
| 0.2113 | 139.0 | 109532 | 2.5292 | 4.5603 | 17.8257 |
|
| 205 |
+
| 0.21 | 140.0 | 110320 | 2.5494 | 4.6128 | 17.7971 |
|
| 206 |
+
| 0.1994 | 141.0 | 111108 | 2.5435 | 4.9231 | 17.8714 |
|
| 207 |
+
| 0.2018 | 142.0 | 111896 | 2.5605 | 4.827 | 17.8314 |
|
| 208 |
+
| 0.1971 | 143.0 | 112684 | 2.5624 | 4.8075 | 17.78 |
|
| 209 |
+
| 0.1959 | 144.0 | 113472 | 2.5666 | 4.6358 | 17.84 |
|
| 210 |
+
| 0.1916 | 145.0 | 114260 | 2.5740 | 4.6628 | 17.8257 |
|
| 211 |
+
| 0.1939 | 146.0 | 115048 | 2.5730 | 4.8445 | 17.8286 |
|
| 212 |
+
| 0.1832 | 147.0 | 115836 | 2.5918 | 4.8198 | 17.8571 |
|
| 213 |
+
| 0.1884 | 148.0 | 116624 | 2.6013 | 4.7955 | 17.8257 |
|
| 214 |
+
| 0.1777 | 149.0 | 117412 | 2.5996 | 4.7503 | 17.8114 |
|
| 215 |
+
| 0.1711 | 150.0 | 118200 | 2.5971 | 4.5452 | 17.8514 |
|
| 216 |
+
| 0.1843 | 151.0 | 118988 | 2.6075 | 4.817 | 17.8143 |
|
| 217 |
+
| 0.1747 | 152.0 | 119776 | 2.6161 | 4.5231 | 17.8257 |
|
| 218 |
+
| 0.1698 | 153.0 | 120564 | 2.6225 | 4.7232 | 17.82 |
|
| 219 |
+
| 0.1685 | 154.0 | 121352 | 2.6285 | 4.7105 | 17.8229 |
|
| 220 |
+
| 0.1685 | 155.0 | 122140 | 2.6443 | 4.4228 | 17.8686 |
|
| 221 |
+
| 0.1695 | 156.0 | 122928 | 2.6356 | 4.5458 | 17.8657 |
|
| 222 |
+
| 0.1649 | 157.0 | 123716 | 2.6418 | 4.5955 | 17.8286 |
|
| 223 |
+
| 0.1643 | 158.0 | 124504 | 2.6565 | 4.5943 | 17.8457 |
|
| 224 |
+
| 0.1573 | 159.0 | 125292 | 2.6434 | 4.762 | 17.8429 |
|
| 225 |
+
| 0.1573 | 160.0 | 126080 | 2.6615 | 4.5916 | 17.8229 |
|
| 226 |
+
| 0.1558 | 161.0 | 126868 | 2.6529 | 4.527 | 17.8371 |
|
| 227 |
+
| 0.1545 | 162.0 | 127656 | 2.6697 | 4.705 | 17.7886 |
|
| 228 |
+
| 0.1563 | 163.0 | 128444 | 2.6747 | 4.6848 | 17.8086 |
|
| 229 |
+
| 0.1529 | 164.0 | 129232 | 2.6711 | 4.5149 | 17.8171 |
|
| 230 |
+
| 0.151 | 165.0 | 130020 | 2.6807 | 4.6484 | 17.8543 |
|
| 231 |
+
| 0.1471 | 166.0 | 130808 | 2.6909 | 4.7488 | 17.8657 |
|
| 232 |
+
| 0.1465 | 167.0 | 131596 | 2.6889 | 4.6446 | 17.8086 |
|
| 233 |
+
| 0.1345 | 168.0 | 132384 | 2.6935 | 4.6107 | 17.7971 |
|
| 234 |
+
| 0.1447 | 169.0 | 133172 | 2.6971 | 4.4718 | 17.86 |
|
| 235 |
+
| 0.1426 | 170.0 | 133960 | 2.7083 | 4.6878 | 17.84 |
|
| 236 |
+
| 0.1402 | 171.0 | 134748 | 2.7053 | 4.7539 | 17.8286 |
|
| 237 |
+
| 0.1382 | 172.0 | 135536 | 2.7140 | 4.7697 | 17.8343 |
|
| 238 |
+
| 0.1367 | 173.0 | 136324 | 2.7221 | 4.6764 | 17.8429 |
|
| 239 |
+
| 0.1365 | 174.0 | 137112 | 2.7364 | 4.7535 | 17.8343 |
|
| 240 |
+
| 0.1277 | 175.0 | 137900 | 2.7232 | 4.7312 | 17.8343 |
|
| 241 |
+
| 0.1331 | 176.0 | 138688 | 2.7292 | 4.8578 | 17.8171 |
|
| 242 |
+
| 0.1332 | 177.0 | 139476 | 2.7565 | 4.7861 | 17.8 |
|
| 243 |
+
| 0.1291 | 178.0 | 140264 | 2.7577 | 4.8903 | 17.7686 |
|
| 244 |
+
| 0.1298 | 179.0 | 141052 | 2.7474 | 4.7653 | 17.8171 |
|
| 245 |
+
| 0.1268 | 180.0 | 141840 | 2.7466 | 4.7403 | 17.8143 |
|
| 246 |
+
| 0.123 | 181.0 | 142628 | 2.7517 | 4.7989 | 17.8171 |
|
| 247 |
+
| 0.1267 | 182.0 | 143416 | 2.7634 | 4.7267 | 17.84 |
|
| 248 |
+
| 0.1246 | 183.0 | 144204 | 2.7620 | 4.8103 | 17.8343 |
|
| 249 |
+
| 0.1221 | 184.0 | 144992 | 2.7686 | 4.968 | 17.8429 |
|
| 250 |
+
| 0.1202 | 185.0 | 145780 | 2.7624 | 4.806 | 17.7914 |
|
| 251 |
+
| 0.1222 | 186.0 | 146568 | 2.7735 | 4.8647 | 17.82 |
|
| 252 |
+
| 0.1187 | 187.0 | 147356 | 2.7775 | 4.5615 | 17.8229 |
|
| 253 |
+
| 0.1175 | 188.0 | 148144 | 2.7703 | 4.824 | 17.82 |
|
| 254 |
+
| 0.121 | 189.0 | 148932 | 2.7824 | 4.8669 | 17.78 |
|
| 255 |
+
| 0.114 | 190.0 | 149720 | 2.7807 | 4.8833 | 17.8257 |
|
| 256 |
+
| 0.1146 | 191.0 | 150508 | 2.7869 | 4.9505 | 17.7857 |
|
| 257 |
+
| 0.1133 | 192.0 | 151296 | 2.7900 | 4.9474 | 17.7257 |
|
| 258 |
+
| 0.1137 | 193.0 | 152084 | 2.8008 | 4.8476 | 17.7371 |
|
| 259 |
+
| 0.1098 | 194.0 | 152872 | 2.7971 | 4.736 | 17.7543 |
|
| 260 |
+
| 0.1072 | 195.0 | 153660 | 2.7956 | 4.7635 | 17.8057 |
|
| 261 |
+
| 0.1106 | 196.0 | 154448 | 2.8019 | 4.6805 | 17.7657 |
|
| 262 |
+
| 0.1077 | 197.0 | 155236 | 2.8134 | 4.6501 | 17.8029 |
|
| 263 |
+
| 0.1076 | 198.0 | 156024 | 2.8222 | 4.5361 | 17.82 |
|
| 264 |
+
| 0.1054 | 199.0 | 156812 | 2.8173 | 4.8964 | 17.78 |
|
| 265 |
+
| 0.1045 | 200.0 | 157600 | 2.8248 | 4.9418 | 17.7771 |
|
| 266 |
+
| 0.1083 | 201.0 | 158388 | 2.8214 | 4.8408 | 17.7829 |
|
| 267 |
+
| 0.1035 | 202.0 | 159176 | 2.8277 | 4.66 | 17.8 |
|
| 268 |
+
| 0.1033 | 203.0 | 159964 | 2.8342 | 4.616 | 17.8114 |
|
| 269 |
+
| 0.1013 | 204.0 | 160752 | 2.8392 | 4.7213 | 17.8371 |
|
| 270 |
+
| 0.1012 | 205.0 | 161540 | 2.8313 | 4.7918 | 17.8 |
|
| 271 |
+
| 0.1021 | 206.0 | 162328 | 2.8372 | 4.8182 | 17.8371 |
|
| 272 |
+
| 0.0979 | 207.0 | 163116 | 2.8500 | 4.759 | 17.8657 |
|
| 273 |
+
| 0.0985 | 208.0 | 163904 | 2.8458 | 4.6711 | 17.8171 |
|
| 274 |
+
| 0.1006 | 209.0 | 164692 | 2.8468 | 4.7997 | 17.8286 |
|
| 275 |
+
| 0.0994 | 210.0 | 165480 | 2.8426 | 4.7327 | 17.8571 |
|
| 276 |
+
| 0.0981 | 211.0 | 166268 | 2.8565 | 4.7288 | 17.8457 |
|
| 277 |
+
| 0.0985 | 212.0 | 167056 | 2.8608 | 4.8843 | 17.8457 |
|
| 278 |
+
| 0.0933 | 213.0 | 167844 | 2.8656 | 4.7052 | 17.8143 |
|
| 279 |
+
| 0.0963 | 214.0 | 168632 | 2.8650 | 4.8149 | 17.7771 |
|
| 280 |
+
| 0.092 | 215.0 | 169420 | 2.8569 | 4.6251 | 17.8 |
|
| 281 |
+
| 0.0958 | 216.0 | 170208 | 2.8688 | 4.7479 | 17.7714 |
|
| 282 |
+
| 0.094 | 217.0 | 170996 | 2.8657 | 4.7716 | 17.8229 |
|
| 283 |
+
| 0.0926 | 218.0 | 171784 | 2.8741 | 4.6749 | 17.8143 |
|
| 284 |
+
| 0.0924 | 219.0 | 172572 | 2.8727 | 4.8438 | 17.82 |
|
| 285 |
+
| 0.0932 | 220.0 | 173360 | 2.8749 | 4.6733 | 17.84 |
|
| 286 |
+
| 0.0899 | 221.0 | 174148 | 2.8774 | 4.6198 | 17.8286 |
|
| 287 |
+
| 0.0925 | 222.0 | 174936 | 2.8796 | 4.6945 | 17.8286 |
|
| 288 |
+
| 0.0904 | 223.0 | 175724 | 2.8872 | 4.6184 | 17.82 |
|
| 289 |
+
| 0.0886 | 224.0 | 176512 | 2.8974 | 4.74 | 17.7743 |
|
| 290 |
+
| 0.0898 | 225.0 | 177300 | 2.8879 | 4.5856 | 17.8229 |
|
| 291 |
+
| 0.0874 | 226.0 | 178088 | 2.8880 | 4.582 | 17.8171 |
|
| 292 |
+
| 0.0877 | 227.0 | 178876 | 2.8941 | 4.64 | 17.8057 |
|
| 293 |
+
| 0.0892 | 228.0 | 179664 | 2.8975 | 4.7271 | 17.8114 |
|
| 294 |
+
| 0.0857 | 229.0 | 180452 | 2.8957 | 4.6847 | 17.7943 |
|
| 295 |
+
| 0.088 | 230.0 | 181240 | 2.8950 | 4.7799 | 17.8086 |
|
| 296 |
+
| 0.0885 | 231.0 | 182028 | 2.9061 | 4.699 | 17.7829 |
|
| 297 |
+
| 0.0863 | 232.0 | 182816 | 2.9085 | 4.7863 | 17.7771 |
|
| 298 |
+
| 0.0853 | 233.0 | 183604 | 2.9083 | 4.7545 | 17.7857 |
|
| 299 |
+
| 0.0838 | 234.0 | 184392 | 2.9067 | 4.6354 | 17.7829 |
|
| 300 |
+
| 0.0835 | 235.0 | 185180 | 2.9139 | 4.5979 | 17.8371 |
|
| 301 |
+
| 0.0865 | 236.0 | 185968 | 2.9094 | 4.7646 | 17.8314 |
|
| 302 |
+
| 0.0853 | 237.0 | 186756 | 2.9127 | 4.6967 | 17.7971 |
|
| 303 |
+
| 0.082 | 238.0 | 187544 | 2.9205 | 4.7171 | 17.8029 |
|
| 304 |
+
| 0.0811 | 239.0 | 188332 | 2.9204 | 4.6172 | 17.7971 |
|
| 305 |
+
| 0.0837 | 240.0 | 189120 | 2.9202 | 4.6729 | 17.8057 |
|
| 306 |
+
| 0.0803 | 241.0 | 189908 | 2.9190 | 4.9057 | 17.8143 |
|
| 307 |
+
| 0.0813 | 242.0 | 190696 | 2.9236 | 4.7919 | 17.8429 |
|
| 308 |
+
| 0.0814 | 243.0 | 191484 | 2.9307 | 4.7492 | 17.8286 |
|
| 309 |
+
| 0.0822 | 244.0 | 192272 | 2.9238 | 4.7454 | 17.8429 |
|
| 310 |
+
| 0.0823 | 245.0 | 193060 | 2.9269 | 4.8462 | 17.8257 |
|
| 311 |
+
| 0.0803 | 246.0 | 193848 | 2.9293 | 4.738 | 17.8286 |
|
| 312 |
+
| 0.0806 | 247.0 | 194636 | 2.9280 | 4.8432 | 17.78 |
|
| 313 |
+
| 0.0757 | 248.0 | 195424 | 2.9371 | 4.8563 | 17.8171 |
|
| 314 |
+
| 0.0774 | 249.0 | 196212 | 2.9330 | 4.7717 | 17.8057 |
|
| 315 |
+
| 0.079 | 250.0 | 197000 | 2.9373 | 4.7938 | 17.8371 |
|
| 316 |
+
| 0.0784 | 251.0 | 197788 | 2.9397 | 4.8316 | 17.82 |
|
| 317 |
+
| 0.0801 | 252.0 | 198576 | 2.9378 | 4.9071 | 17.8314 |
|
| 318 |
+
| 0.0795 | 253.0 | 199364 | 2.9366 | 4.8581 | 17.8343 |
|
| 319 |
+
| 0.077 | 254.0 | 200152 | 2.9372 | 4.8495 | 17.7971 |
|
| 320 |
+
| 0.0787 | 255.0 | 200940 | 2.9447 | 4.8479 | 17.8086 |
|
| 321 |
+
| 0.077 | 256.0 | 201728 | 2.9380 | 4.8716 | 17.84 |
|
| 322 |
+
| 0.0765 | 257.0 | 202516 | 2.9410 | 4.8944 | 17.7571 |
|
| 323 |
+
| 0.0762 | 258.0 | 203304 | 2.9423 | 4.7536 | 17.7971 |
|
| 324 |
+
| 0.0772 | 259.0 | 204092 | 2.9485 | 4.8251 | 17.8343 |
|
| 325 |
+
| 0.0761 | 260.0 | 204880 | 2.9401 | 4.7726 | 17.82 |
|
| 326 |
+
| 0.0766 | 261.0 | 205668 | 2.9427 | 4.8626 | 17.8286 |
|
| 327 |
+
| 0.0766 | 262.0 | 206456 | 2.9428 | 5.0326 | 17.8143 |
|
| 328 |
+
| 0.074 | 263.0 | 207244 | 2.9463 | 5.0095 | 17.8286 |
|
| 329 |
+
| 0.0758 | 264.0 | 208032 | 2.9497 | 4.987 | 17.8029 |
|
| 330 |
+
| 0.0778 | 265.0 | 208820 | 2.9534 | 4.9829 | 17.8086 |
|
| 331 |
+
| 0.0748 | 266.0 | 209608 | 2.9521 | 4.9309 | 17.8286 |
|
| 332 |
+
| 0.0759 | 267.0 | 210396 | 2.9519 | 4.9294 | 17.84 |
|
| 333 |
+
| 0.0738 | 268.0 | 211184 | 2.9521 | 4.9953 | 17.8486 |
|
| 334 |
+
| 0.077 | 269.0 | 211972 | 2.9521 | 4.8414 | 17.8486 |
|
| 335 |
+
| 0.0759 | 270.0 | 212760 | 2.9533 | 4.8158 | 17.8286 |
|
| 336 |
+
| 0.0725 | 271.0 | 213548 | 2.9534 | 4.8427 | 17.8457 |
|
| 337 |
+
| 0.0749 | 272.0 | 214336 | 2.9512 | 4.8769 | 17.8314 |
|
| 338 |
+
| 0.0745 | 273.0 | 215124 | 2.9520 | 4.8782 | 17.8257 |
|
| 339 |
+
| 0.0723 | 274.0 | 215912 | 2.9546 | 4.8465 | 17.8229 |
|
| 340 |
+
| 0.0748 | 275.0 | 216700 | 2.9567 | 4.8704 | 17.8343 |
|
| 341 |
+
| 0.072 | 276.0 | 217488 | 2.9569 | 4.8633 | 17.8371 |
|
| 342 |
+
| 0.0747 | 277.0 | 218276 | 2.9578 | 4.8667 | 17.8457 |
|
| 343 |
+
| 0.0722 | 278.0 | 219064 | 2.9566 | 4.8686 | 17.8371 |
|
| 344 |
+
| 0.0733 | 279.0 | 219852 | 2.9563 | 4.846 | 17.84 |
|
| 345 |
+
| 0.0713 | 280.0 | 220640 | 2.9566 | 4.8513 | 17.84 |
|
| 346 |
|
| 347 |
|
| 348 |
### Framework versions
|