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mixtralyanis
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flant5-tuned-15-warmup

Text2Text Generation
Transformers
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
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@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.8983
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  ## Model description
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@@ -35,723 +35,378 @@ More information needed
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  The following hyperparameters were used during training:
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  - learning_rate: 0.0005
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- - train_batch_size: 8
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- - eval_batch_size: 8
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - lr_scheduler_warmup_steps: 6
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  - num_epochs: 15
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 1.9667 | 0.02 | 1 | 1.6464 |
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- | 2.4545 | 0.04 | 2 | 1.5922 |
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- | 2.3948 | 0.06 | 3 | 1.5379 |
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- | 2.0495 | 0.09 | 4 | 1.4903 |
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- | 1.7473 | 0.11 | 5 | 1.4409 |
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- | 1.5538 | 0.13 | 6 | 1.4121 |
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- | 1.7909 | 0.15 | 7 | 1.3920 |
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- | 1.8065 | 0.17 | 8 | 1.3720 |
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- | 2.0163 | 0.19 | 9 | 1.3446 |
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- | 1.9762 | 0.21 | 10 | 1.3207 |
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- | 1.4572 | 0.23 | 11 | 1.3053 |
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- | 1.8411 | 0.26 | 12 | 1.2928 |
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- | 1.3427 | 0.28 | 13 | 1.2852 |
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- | 1.4388 | 0.3 | 14 | 1.2766 |
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- | 1.738 | 0.32 | 15 | 1.2673 |
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- | 1.4727 | 0.34 | 16 | 1.2620 |
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- | 1.4177 | 0.36 | 17 | 1.2587 |
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- | 1.87 | 0.38 | 18 | 1.2539 |
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- | 1.7525 | 0.4 | 19 | 1.2492 |
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- | 1.6839 | 0.43 | 20 | 1.2478 |
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- | 1.2536 | 0.45 | 21 | 1.2469 |
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- | 1.2651 | 0.47 | 22 | 1.2461 |
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- | 1.3432 | 0.49 | 23 | 1.2433 |
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- | 1.4549 | 0.51 | 24 | 1.2388 |
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- | 1.1316 | 0.53 | 25 | 1.2362 |
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- | 2.1718 | 0.55 | 26 | 1.2301 |
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- | 1.8 | 0.57 | 27 | 1.2234 |
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- | 1.3376 | 0.6 | 28 | 1.2193 |
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- | 1.8136 | 0.62 | 29 | 1.2137 |
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- | 2.0816 | 0.64 | 30 | 1.2099 |
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- | 1.2093 | 0.66 | 31 | 1.2063 |
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- | 1.3496 | 0.68 | 32 | 1.2045 |
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- | 1.5794 | 0.7 | 33 | 1.2028 |
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- | 1.4553 | 0.72 | 34 | 1.2023 |
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- | 1.6841 | 0.74 | 35 | 1.2037 |
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- | 1.3801 | 0.77 | 36 | 1.2072 |
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- | 1.5391 | 0.79 | 37 | 1.2103 |
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- | 1.5746 | 0.81 | 38 | 1.2104 |
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- | 1.4416 | 0.83 | 39 | 1.2095 |
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- | 1.8582 | 0.85 | 40 | 1.2053 |
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- | 1.2527 | 0.87 | 41 | 1.2039 |
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- | 0.9743 | 0.89 | 42 | 1.2062 |
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- | 1.5079 | 0.91 | 43 | 1.2073 |
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- | 1.121 | 0.94 | 44 | 1.2057 |
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- | 1.466 | 0.96 | 45 | 1.2071 |
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- | 1.3134 | 0.98 | 46 | 1.2079 |
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- | 2.7492 | 1.0 | 47 | 1.2056 |
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- | 1.0234 | 1.02 | 48 | 1.2062 |
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- | 0.8741 | 1.04 | 49 | 1.2089 |
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- | 0.9328 | 1.06 | 50 | 1.2153 |
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- | 1.2001 | 1.09 | 51 | 1.2150 |
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- | 1.1934 | 1.11 | 52 | 1.2092 |
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- | 1.4865 | 1.13 | 53 | 1.2003 |
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- | 1.4061 | 1.15 | 54 | 1.1917 |
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- | 0.9929 | 1.17 | 55 | 1.1851 |
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- | 1.3385 | 1.19 | 56 | 1.1796 |
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- | 1.2717 | 1.21 | 57 | 1.1771 |
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- | 0.8547 | 1.23 | 58 | 1.1770 |
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- | 1.0905 | 1.26 | 59 | 1.1771 |
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- | 0.7702 | 1.28 | 60 | 1.1812 |
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- | 1.131 | 1.3 | 61 | 1.1847 |
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- | 1.3995 | 1.32 | 62 | 1.1858 |
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- | 1.2912 | 1.34 | 63 | 1.1859 |
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- | 1.1888 | 1.36 | 64 | 1.1835 |
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- | 1.1689 | 1.38 | 65 | 1.1805 |
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- | 1.3833 | 1.4 | 66 | 1.1770 |
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- | 1.1569 | 1.43 | 67 | 1.1741 |
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- | 1.0094 | 1.45 | 68 | 1.1750 |
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- | 1.411 | 1.47 | 69 | 1.1743 |
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- | 0.9339 | 1.49 | 70 | 1.1760 |
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- | 1.2101 | 1.51 | 71 | 1.1761 |
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- | 1.2961 | 1.53 | 72 | 1.1779 |
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- | 1.0414 | 1.55 | 73 | 1.1818 |
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- | 1.2422 | 1.57 | 74 | 1.1837 |
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- | 0.8604 | 1.6 | 75 | 1.1894 |
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- | 1.2485 | 1.62 | 76 | 1.1947 |
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- | 1.4939 | 1.64 | 77 | 1.1972 |
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- | 1.1532 | 1.66 | 78 | 1.1991 |
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- | 1.3687 | 1.68 | 79 | 1.1996 |
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- | 1.1066 | 1.7 | 80 | 1.1965 |
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- | 1.1804 | 1.72 | 81 | 1.1948 |
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- | 1.0314 | 1.74 | 82 | 1.1939 |
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- | 1.3474 | 1.77 | 83 | 1.1901 |
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- | 1.0698 | 1.79 | 84 | 1.1886 |
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- | 0.9676 | 1.81 | 85 | 1.1897 |
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- | 1.3543 | 1.83 | 86 | 1.1868 |
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- | 1.2849 | 1.85 | 87 | 1.1835 |
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- | 0.6902 | 1.87 | 88 | 1.1868 |
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- | 1.2472 | 1.89 | 89 | 1.1913 |
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- | 1.4595 | 1.91 | 90 | 1.1929 |
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- | 1.052 | 1.94 | 91 | 1.1956 |
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- | 0.7543 | 1.96 | 92 | 1.1987 |
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- | 1.0585 | 1.98 | 93 | 1.2009 |
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- | 0.7874 | 2.0 | 94 | 1.2026 |
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- | 0.9399 | 2.02 | 95 | 1.2039 |
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- | 1.1582 | 2.04 | 96 | 1.2037 |
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- | 0.9806 | 2.06 | 97 | 1.2027 |
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- | 1.1384 | 2.09 | 98 | 1.2063 |
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- | 0.8522 | 2.11 | 99 | 1.2115 |
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- | 1.1167 | 2.13 | 100 | 1.2179 |
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- | 0.7031 | 2.15 | 101 | 1.2275 |
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- | 0.8443 | 2.17 | 102 | 1.2353 |
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- | 0.8372 | 2.19 | 103 | 1.2465 |
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- | 0.8184 | 2.21 | 104 | 1.2573 |
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- | 0.9189 | 2.23 | 105 | 1.2669 |
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- | 0.7656 | 2.26 | 106 | 1.2786 |
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- | 0.9306 | 2.28 | 107 | 1.2826 |
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- | 0.8296 | 2.3 | 108 | 1.2809 |
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- | 0.9204 | 2.32 | 109 | 1.2804 |
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- | 1.0665 | 2.34 | 110 | 1.2780 |
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- | 0.8361 | 2.36 | 111 | 1.2758 |
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- | 0.5151 | 2.38 | 112 | 1.2760 |
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- | 0.9704 | 2.4 | 113 | 1.2757 |
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- | 0.9274 | 2.43 | 114 | 1.2725 |
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- | 0.7455 | 2.45 | 115 | 1.2673 |
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- | 0.7844 | 2.47 | 116 | 1.2660 |
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- | 0.9516 | 2.49 | 117 | 1.2601 |
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- | 0.9778 | 2.51 | 118 | 1.2537 |
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- | 1.1967 | 2.53 | 119 | 1.2446 |
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- | 1.1338 | 2.55 | 120 | 1.2340 |
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- | 0.9777 | 2.57 | 121 | 1.2259 |
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- | 1.0553 | 2.6 | 122 | 1.2203 |
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- | 0.8991 | 2.62 | 123 | 1.2148 |
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- | 0.7514 | 2.64 | 124 | 1.2114 |
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- | 1.0731 | 2.66 | 125 | 1.2096 |
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- | 0.8877 | 2.68 | 126 | 1.2121 |
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- | 0.8157 | 2.7 | 127 | 1.2198 |
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- | 0.7522 | 2.72 | 128 | 1.2328 |
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- | 0.9402 | 2.74 | 129 | 1.2476 |
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- | 1.0729 | 2.77 | 130 | 1.2669 |
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- | 0.6258 | 2.79 | 131 | 1.2889 |
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- | 1.0904 | 2.81 | 132 | 1.3039 |
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- | 1.1231 | 2.83 | 133 | 1.3114 |
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- | 1.1652 | 2.85 | 134 | 1.3144 |
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- | 0.9269 | 2.87 | 135 | 1.3122 |
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- | 1.2235 | 2.89 | 136 | 1.3009 |
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- | 1.1594 | 2.91 | 137 | 1.2821 |
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- | 1.0766 | 2.94 | 138 | 1.2626 |
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- | 1.0211 | 2.96 | 139 | 1.2450 |
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- | 0.7068 | 2.98 | 140 | 1.2319 |
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- | 1.1419 | 3.0 | 141 | 1.2199 |
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- | 0.8477 | 3.02 | 142 | 1.2145 |
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- | 0.7218 | 3.04 | 143 | 1.2107 |
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- | 0.8212 | 3.06 | 144 | 1.2132 |
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- | 0.6607 | 3.09 | 145 | 1.2174 |
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- | 0.8499 | 3.11 | 146 | 1.2231 |
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- | 0.6571 | 3.13 | 147 | 1.2293 |
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- | 0.8632 | 3.15 | 148 | 1.2357 |
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- | 0.7705 | 3.17 | 149 | 1.2440 |
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- | 0.8845 | 3.19 | 150 | 1.2556 |
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- | 0.8118 | 3.21 | 151 | 1.2673 |
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- | 0.8089 | 3.23 | 152 | 1.2785 |
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- | 0.9155 | 3.26 | 153 | 1.2892 |
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- | 0.7645 | 3.28 | 154 | 1.2962 |
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- | 0.8425 | 3.3 | 155 | 1.3024 |
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- | 0.7414 | 3.32 | 156 | 1.3069 |
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- | 0.8212 | 3.34 | 157 | 1.3101 |
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- | 0.6553 | 3.36 | 158 | 1.3102 |
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- | 0.7015 | 3.38 | 159 | 1.3114 |
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- | 0.6462 | 3.4 | 160 | 1.3139 |
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- | 0.8256 | 3.43 | 161 | 1.3137 |
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- | 0.8639 | 3.45 | 162 | 1.3117 |
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- | 0.8675 | 3.47 | 163 | 1.3089 |
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- | 0.7722 | 3.49 | 164 | 1.3049 |
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- | 0.9258 | 3.51 | 165 | 1.3000 |
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- | 0.5696 | 3.53 | 166 | 1.2988 |
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- | 0.6586 | 3.55 | 167 | 1.2959 |
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- | 0.7285 | 3.57 | 168 | 1.2944 |
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- | 0.7846 | 3.6 | 169 | 1.2952 |
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- | 0.8219 | 3.62 | 170 | 1.2961 |
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- | 0.9124 | 3.64 | 171 | 1.2931 |
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- | 0.7936 | 3.66 | 172 | 1.2876 |
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- | 0.8056 | 3.68 | 173 | 1.2840 |
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- | 0.7926 | 3.7 | 174 | 1.2795 |
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- | 0.5121 | 3.72 | 175 | 1.2789 |
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- | 0.7926 | 3.74 | 176 | 1.2803 |
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- | 0.8913 | 3.77 | 177 | 1.2832 |
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- | 0.8464 | 3.79 | 178 | 1.2860 |
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- | 0.79 | 3.81 | 179 | 1.2905 |
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- | 0.5527 | 3.83 | 180 | 1.2957 |
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- | 0.6894 | 3.85 | 181 | 1.3043 |
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- | 0.7436 | 3.87 | 182 | 1.3088 |
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- | 0.5276 | 3.89 | 183 | 1.3112 |
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- | 0.663 | 3.91 | 184 | 1.3112 |
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- | 0.853 | 3.94 | 185 | 1.3071 |
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- | 0.9493 | 3.96 | 186 | 1.2984 |
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- | 0.8933 | 3.98 | 187 | 1.2862 |
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- | 0.6427 | 4.0 | 188 | 1.2739 |
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- | 0.7868 | 4.02 | 189 | 1.2666 |
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- | 0.7293 | 4.04 | 190 | 1.2574 |
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- | 0.6609 | 4.06 | 191 | 1.2506 |
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- | 0.5453 | 4.09 | 192 | 1.2474 |
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- | 0.5715 | 4.11 | 193 | 1.2466 |
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- | 0.6488 | 4.13 | 194 | 1.2479 |
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- | 0.7996 | 4.15 | 195 | 1.2517 |
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- | 0.5844 | 4.17 | 196 | 1.2571 |
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- | 0.4756 | 4.19 | 197 | 1.2665 |
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- | 0.5201 | 4.21 | 198 | 1.2787 |
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- | 0.7375 | 4.23 | 199 | 1.2933 |
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- | 0.6498 | 4.26 | 200 | 1.3068 |
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- | 0.6664 | 4.28 | 201 | 1.3206 |
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- | 0.6631 | 4.3 | 202 | 1.3311 |
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- | 0.5289 | 4.32 | 203 | 1.3396 |
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- | 0.7006 | 4.34 | 204 | 1.3405 |
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- | 0.6375 | 4.36 | 205 | 1.3457 |
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- | 0.5317 | 4.38 | 206 | 1.3534 |
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- | 0.4483 | 4.4 | 207 | 1.3594 |
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- | 0.6698 | 4.43 | 208 | 1.3624 |
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- | 0.5525 | 4.45 | 209 | 1.3630 |
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- | 0.5691 | 4.47 | 210 | 1.3647 |
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- | 0.729 | 4.49 | 211 | 1.3685 |
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- | 0.6684 | 4.51 | 212 | 1.3720 |
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- | 0.8399 | 4.53 | 213 | 1.3716 |
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- | 0.5481 | 4.55 | 214 | 1.3728 |
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- | 0.7812 | 4.57 | 215 | 1.3716 |
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- | 0.7171 | 4.6 | 216 | 1.3670 |
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- | 0.5255 | 4.62 | 217 | 1.3667 |
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- | 0.6313 | 4.64 | 218 | 1.3668 |
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- | 0.6874 | 4.66 | 219 | 1.3626 |
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- | 0.8127 | 4.68 | 220 | 1.3584 |
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- | 0.9066 | 4.7 | 221 | 1.3530 |
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- | 0.6459 | 4.72 | 222 | 1.3505 |
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- | 0.7397 | 4.74 | 223 | 1.3487 |
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- | 0.682 | 4.77 | 224 | 1.3489 |
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- | 0.68 | 4.79 | 225 | 1.3500 |
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- | 0.6817 | 4.81 | 226 | 1.3498 |
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- | 0.6286 | 4.83 | 227 | 1.3461 |
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- | 0.5497 | 4.85 | 228 | 1.3435 |
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- | 0.6971 | 4.87 | 229 | 1.3378 |
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- | 0.6783 | 4.89 | 230 | 1.3324 |
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- | 0.6756 | 4.91 | 231 | 1.3300 |
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- | 0.6324 | 4.94 | 232 | 1.3269 |
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- | 0.8509 | 4.96 | 233 | 1.3221 |
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- | 0.6038 | 4.98 | 234 | 1.3205 |
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- | 0.553 | 5.0 | 235 | 1.3215 |
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- | 0.578 | 5.02 | 236 | 1.3245 |
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- | 0.5989 | 5.04 | 237 | 1.3290 |
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- | 0.5484 | 5.06 | 238 | 1.3323 |
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- | 0.6911 | 5.09 | 239 | 1.3344 |
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- | 0.5842 | 5.11 | 240 | 1.3378 |
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- | 0.626 | 5.13 | 241 | 1.3392 |
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- | 0.5394 | 5.15 | 242 | 1.3404 |
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- | 0.414 | 5.17 | 243 | 1.3422 |
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- | 0.5411 | 5.19 | 244 | 1.3460 |
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- | 0.5132 | 5.21 | 245 | 1.3515 |
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- | 0.6066 | 5.23 | 246 | 1.3541 |
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- | 0.4444 | 5.26 | 247 | 1.3565 |
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- | 0.6967 | 5.28 | 248 | 1.3586 |
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- | 0.4968 | 5.3 | 249 | 1.3616 |
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- | 0.4654 | 5.32 | 250 | 1.3675 |
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- | 0.4641 | 5.34 | 251 | 1.3737 |
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- | 0.6655 | 5.36 | 252 | 1.3783 |
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- | 0.5444 | 5.38 | 253 | 1.3859 |
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- | 0.4906 | 5.4 | 254 | 1.3902 |
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- | 0.3241 | 5.43 | 255 | 1.3976 |
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- | 0.6621 | 5.45 | 256 | 1.4057 |
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- | 0.5488 | 5.47 | 257 | 1.4133 |
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- | 0.4694 | 5.49 | 258 | 1.4230 |
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- | 0.4817 | 5.51 | 259 | 1.4322 |
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- | 0.4688 | 5.53 | 260 | 1.4411 |
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- | 0.6659 | 5.55 | 261 | 1.4454 |
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- | 0.5845 | 5.57 | 262 | 1.4499 |
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- | 0.7268 | 5.6 | 263 | 1.4523 |
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- | 0.5856 | 5.62 | 264 | 1.4559 |
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- | 0.6117 | 5.64 | 265 | 1.4602 |
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- | 0.3784 | 5.66 | 266 | 1.4646 |
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- | 0.4126 | 5.68 | 267 | 1.4721 |
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- | 0.4252 | 5.7 | 268 | 1.4776 |
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- | 0.6552 | 5.72 | 269 | 1.4837 |
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- | 0.4844 | 5.74 | 270 | 1.4882 |
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- | 0.5981 | 5.77 | 271 | 1.4871 |
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- | 0.4637 | 5.79 | 272 | 1.4882 |
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- | 0.5158 | 5.81 | 273 | 1.4879 |
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- | 0.5121 | 5.83 | 274 | 1.4851 |
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- | 0.6141 | 5.85 | 275 | 1.4785 |
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- | 0.4286 | 5.87 | 276 | 1.4694 |
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- | 0.5169 | 5.89 | 277 | 1.4594 |
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- | 0.4068 | 5.91 | 278 | 1.4465 |
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- | 0.7558 | 5.94 | 279 | 1.4321 |
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- | 0.577 | 5.96 | 280 | 1.4198 |
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- | 0.4013 | 5.98 | 281 | 1.4108 |
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- | 0.4206 | 6.0 | 282 | 1.4061 |
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- | 0.4977 | 6.02 | 283 | 1.4048 |
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- | 0.2022 | 6.04 | 284 | 1.4073 |
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- | 0.4111 | 6.06 | 285 | 1.4093 |
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- | 0.515 | 6.09 | 286 | 1.4133 |
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- | 0.4454 | 6.11 | 287 | 1.4179 |
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- | 0.5122 | 6.13 | 288 | 1.4260 |
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- | 0.4325 | 6.15 | 289 | 1.4345 |
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- | 0.4148 | 6.17 | 290 | 1.4449 |
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- | 0.4545 | 6.19 | 291 | 1.4530 |
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- | 0.5699 | 6.21 | 292 | 1.4571 |
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- | 0.4644 | 6.23 | 293 | 1.4598 |
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- | 0.2725 | 6.26 | 294 | 1.4624 |
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- | 0.5681 | 6.28 | 295 | 1.4651 |
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- | 0.3317 | 6.3 | 296 | 1.4690 |
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- | 0.4195 | 6.32 | 297 | 1.4742 |
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- | 0.3594 | 6.34 | 298 | 1.4825 |
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- | 0.4206 | 6.36 | 299 | 1.4851 |
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- | 0.439 | 6.38 | 300 | 1.4881 |
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- | 0.5487 | 6.4 | 301 | 1.4914 |
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- | 0.4921 | 6.43 | 302 | 1.4944 |
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- | 0.5617 | 6.45 | 303 | 1.4955 |
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- | 0.4626 | 6.47 | 304 | 1.4965 |
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- | 0.279 | 6.49 | 305 | 1.5023 |
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- | 0.2747 | 6.51 | 306 | 1.5111 |
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- | 0.4798 | 6.53 | 307 | 1.5211 |
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- | 0.4571 | 6.55 | 308 | 1.5314 |
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- | 0.5165 | 6.57 | 309 | 1.5416 |
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- | 0.5369 | 6.6 | 310 | 1.5524 |
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- | 0.3594 | 6.62 | 311 | 1.5630 |
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- | 0.4679 | 6.64 | 312 | 1.5735 |
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- | 0.5307 | 6.66 | 313 | 1.5794 |
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- | 0.3433 | 6.68 | 314 | 1.5790 |
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- | 0.5281 | 6.7 | 315 | 1.5700 |
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- | 0.5548 | 6.72 | 316 | 1.5574 |
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- | 0.4698 | 6.74 | 317 | 1.5480 |
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- | 0.4761 | 6.77 | 318 | 1.5428 |
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- | 0.4868 | 6.79 | 319 | 1.5359 |
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- | 0.4529 | 6.81 | 320 | 1.5291 |
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- | 0.4167 | 6.83 | 321 | 1.5213 |
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- | 0.3737 | 6.85 | 322 | 1.5193 |
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- | 0.4094 | 6.87 | 323 | 1.5173 |
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- | 0.5852 | 6.89 | 324 | 1.5117 |
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- | 0.5481 | 6.91 | 325 | 1.5043 |
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- | 0.6539 | 6.94 | 326 | 1.4967 |
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- | 0.3777 | 6.96 | 327 | 1.4886 |
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- | 0.8028 | 6.98 | 328 | 1.4796 |
378
- | 0.4962 | 7.0 | 329 | 1.4724 |
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- | 0.3474 | 7.02 | 330 | 1.4738 |
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- | 0.3377 | 7.04 | 331 | 1.4769 |
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- | 0.4103 | 7.06 | 332 | 1.4824 |
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- | 0.3783 | 7.09 | 333 | 1.4918 |
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- | 0.36 | 7.11 | 334 | 1.5018 |
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- | 0.4372 | 7.13 | 335 | 1.5099 |
385
- | 0.392 | 7.15 | 336 | 1.5195 |
386
- | 0.5038 | 7.17 | 337 | 1.5278 |
387
- | 0.3428 | 7.19 | 338 | 1.5334 |
388
- | 0.4336 | 7.21 | 339 | 1.5388 |
389
- | 0.3686 | 7.23 | 340 | 1.5470 |
390
- | 0.4996 | 7.26 | 341 | 1.5559 |
391
- | 0.3488 | 7.28 | 342 | 1.5633 |
392
- | 0.431 | 7.3 | 343 | 1.5704 |
393
- | 0.4227 | 7.32 | 344 | 1.5771 |
394
- | 0.4292 | 7.34 | 345 | 1.5838 |
395
- | 0.3743 | 7.36 | 346 | 1.5902 |
396
- | 0.4733 | 7.38 | 347 | 1.5941 |
397
- | 0.3452 | 7.4 | 348 | 1.5967 |
398
- | 0.4762 | 7.43 | 349 | 1.5962 |
399
- | 0.5231 | 7.45 | 350 | 1.5935 |
400
- | 0.3525 | 7.47 | 351 | 1.5889 |
401
- | 0.3958 | 7.49 | 352 | 1.5846 |
402
- | 0.4228 | 7.51 | 353 | 1.5752 |
403
- | 0.3241 | 7.53 | 354 | 1.5636 |
404
- | 0.4223 | 7.55 | 355 | 1.5523 |
405
- | 0.3235 | 7.57 | 356 | 1.5422 |
406
- | 0.367 | 7.6 | 357 | 1.5332 |
407
- | 0.3111 | 7.62 | 358 | 1.5241 |
408
- | 0.4455 | 7.64 | 359 | 1.5191 |
409
- | 0.5601 | 7.66 | 360 | 1.5117 |
410
- | 0.4029 | 7.68 | 361 | 1.5044 |
411
- | 0.3047 | 7.7 | 362 | 1.4992 |
412
- | 0.3186 | 7.72 | 363 | 1.4957 |
413
- | 0.4467 | 7.74 | 364 | 1.4933 |
414
- | 0.241 | 7.77 | 365 | 1.4911 |
415
- | 0.4157 | 7.79 | 366 | 1.4893 |
416
- | 0.4411 | 7.81 | 367 | 1.4903 |
417
- | 0.2902 | 7.83 | 368 | 1.4948 |
418
- | 0.4178 | 7.85 | 369 | 1.5007 |
419
- | 0.4681 | 7.87 | 370 | 1.5046 |
420
- | 0.4625 | 7.89 | 371 | 1.5078 |
421
- | 0.4616 | 7.91 | 372 | 1.5120 |
422
- | 0.4523 | 7.94 | 373 | 1.5196 |
423
- | 0.3865 | 7.96 | 374 | 1.5284 |
424
- | 0.4603 | 7.98 | 375 | 1.5367 |
425
- | 0.57 | 8.0 | 376 | 1.5452 |
426
- | 0.5478 | 8.02 | 377 | 1.5552 |
427
- | 0.3629 | 8.04 | 378 | 1.5683 |
428
- | 0.5328 | 8.06 | 379 | 1.5783 |
429
- | 0.2767 | 8.09 | 380 | 1.5865 |
430
- | 0.2588 | 8.11 | 381 | 1.5995 |
431
- | 0.3669 | 8.13 | 382 | 1.6075 |
432
- | 0.3093 | 8.15 | 383 | 1.6151 |
433
- | 0.3499 | 8.17 | 384 | 1.6184 |
434
- | 0.2385 | 8.19 | 385 | 1.6236 |
435
- | 0.2133 | 8.21 | 386 | 1.6282 |
436
- | 0.5247 | 8.23 | 387 | 1.6299 |
437
- | 0.2788 | 8.26 | 388 | 1.6301 |
438
- | 0.2888 | 8.28 | 389 | 1.6310 |
439
- | 0.2901 | 8.3 | 390 | 1.6311 |
440
- | 0.2557 | 8.32 | 391 | 1.6334 |
441
- | 0.3429 | 8.34 | 392 | 1.6341 |
442
- | 0.2947 | 8.36 | 393 | 1.6360 |
443
- | 0.3409 | 8.38 | 394 | 1.6378 |
444
- | 0.5129 | 8.4 | 395 | 1.6381 |
445
- | 0.3732 | 8.43 | 396 | 1.6397 |
446
- | 0.2853 | 8.45 | 397 | 1.6403 |
447
- | 0.3009 | 8.47 | 398 | 1.6437 |
448
- | 0.3477 | 8.49 | 399 | 1.6464 |
449
- | 0.3348 | 8.51 | 400 | 1.6465 |
450
- | 0.304 | 8.53 | 401 | 1.6459 |
451
- | 0.3394 | 8.55 | 402 | 1.6463 |
452
- | 0.2765 | 8.57 | 403 | 1.6462 |
453
- | 0.4465 | 8.6 | 404 | 1.6463 |
454
- | 0.1313 | 8.62 | 405 | 1.6502 |
455
- | 0.3853 | 8.64 | 406 | 1.6536 |
456
- | 0.4603 | 8.66 | 407 | 1.6536 |
457
- | 0.3012 | 8.68 | 408 | 1.6541 |
458
- | 0.3678 | 8.7 | 409 | 1.6567 |
459
- | 0.2448 | 8.72 | 410 | 1.6597 |
460
- | 0.3505 | 8.74 | 411 | 1.6611 |
461
- | 0.3566 | 8.77 | 412 | 1.6631 |
462
- | 0.3387 | 8.79 | 413 | 1.6672 |
463
- | 0.2605 | 8.81 | 414 | 1.6724 |
464
- | 0.356 | 8.83 | 415 | 1.6746 |
465
- | 0.3888 | 8.85 | 416 | 1.6749 |
466
- | 0.2549 | 8.87 | 417 | 1.6734 |
467
- | 0.4423 | 8.89 | 418 | 1.6725 |
468
- | 0.3891 | 8.91 | 419 | 1.6715 |
469
- | 0.265 | 8.94 | 420 | 1.6739 |
470
- | 0.2408 | 8.96 | 421 | 1.6741 |
471
- | 0.3052 | 8.98 | 422 | 1.6764 |
472
- | 0.4059 | 9.0 | 423 | 1.6759 |
473
- | 0.1609 | 9.02 | 424 | 1.6761 |
474
- | 0.3744 | 9.04 | 425 | 1.6728 |
475
- | 0.314 | 9.06 | 426 | 1.6685 |
476
- | 0.2212 | 9.09 | 427 | 1.6662 |
477
- | 0.3075 | 9.11 | 428 | 1.6659 |
478
- | 0.2805 | 9.13 | 429 | 1.6673 |
479
- | 0.3546 | 9.15 | 430 | 1.6701 |
480
- | 0.3561 | 9.17 | 431 | 1.6746 |
481
- | 0.267 | 9.19 | 432 | 1.6792 |
482
- | 0.2871 | 9.21 | 433 | 1.6842 |
483
- | 0.3459 | 9.23 | 434 | 1.6876 |
484
- | 0.2278 | 9.26 | 435 | 1.6907 |
485
- | 0.3941 | 9.28 | 436 | 1.6912 |
486
- | 0.3931 | 9.3 | 437 | 1.6916 |
487
- | 0.402 | 9.32 | 438 | 1.6928 |
488
- | 0.2264 | 9.34 | 439 | 1.6952 |
489
- | 0.2447 | 9.36 | 440 | 1.6968 |
490
- | 0.1912 | 9.38 | 441 | 1.6985 |
491
- | 0.158 | 9.4 | 442 | 1.7016 |
492
- | 0.3027 | 9.43 | 443 | 1.7041 |
493
- | 0.346 | 9.45 | 444 | 1.7073 |
494
- | 0.2865 | 9.47 | 445 | 1.7128 |
495
- | 0.3778 | 9.49 | 446 | 1.7169 |
496
- | 0.2313 | 9.51 | 447 | 1.7218 |
497
- | 0.2888 | 9.53 | 448 | 1.7265 |
498
- | 0.3416 | 9.55 | 449 | 1.7326 |
499
- | 0.1626 | 9.57 | 450 | 1.7391 |
500
- | 0.2913 | 9.6 | 451 | 1.7448 |
501
- | 0.3407 | 9.62 | 452 | 1.7458 |
502
- | 0.3941 | 9.64 | 453 | 1.7445 |
503
- | 0.3097 | 9.66 | 454 | 1.7409 |
504
- | 0.3994 | 9.68 | 455 | 1.7356 |
505
- | 0.3246 | 9.7 | 456 | 1.7290 |
506
- | 0.2785 | 9.72 | 457 | 1.7227 |
507
- | 0.4201 | 9.74 | 458 | 1.7139 |
508
- | 0.4037 | 9.77 | 459 | 1.7047 |
509
- | 0.2456 | 9.79 | 460 | 1.6972 |
510
- | 0.212 | 9.81 | 461 | 1.6931 |
511
- | 0.1711 | 9.83 | 462 | 1.6907 |
512
- | 0.2962 | 9.85 | 463 | 1.6900 |
513
- | 0.3199 | 9.87 | 464 | 1.6910 |
514
- | 0.2904 | 9.89 | 465 | 1.6936 |
515
- | 0.302 | 9.91 | 466 | 1.6970 |
516
- | 0.3182 | 9.94 | 467 | 1.6990 |
517
- | 0.2295 | 9.96 | 468 | 1.7035 |
518
- | 0.3589 | 9.98 | 469 | 1.7093 |
519
- | 0.3064 | 10.0 | 470 | 1.7129 |
520
- | 0.2836 | 10.02 | 471 | 1.7177 |
521
- | 0.3143 | 10.04 | 472 | 1.7212 |
522
- | 0.3142 | 10.06 | 473 | 1.7258 |
523
- | 0.2692 | 10.09 | 474 | 1.7309 |
524
- | 0.2338 | 10.11 | 475 | 1.7352 |
525
- | 0.3044 | 10.13 | 476 | 1.7431 |
526
- | 0.2134 | 10.15 | 477 | 1.7535 |
527
- | 0.2768 | 10.17 | 478 | 1.7632 |
528
- | 0.2931 | 10.19 | 479 | 1.7712 |
529
- | 0.2469 | 10.21 | 480 | 1.7789 |
530
- | 0.2124 | 10.23 | 481 | 1.7828 |
531
- | 0.2593 | 10.26 | 482 | 1.7841 |
532
- | 0.2401 | 10.28 | 483 | 1.7846 |
533
- | 0.2539 | 10.3 | 484 | 1.7848 |
534
- | 0.377 | 10.32 | 485 | 1.7821 |
535
- | 0.2868 | 10.34 | 486 | 1.7788 |
536
- | 0.2668 | 10.36 | 487 | 1.7750 |
537
- | 0.3051 | 10.38 | 488 | 1.7711 |
538
- | 0.2884 | 10.4 | 489 | 1.7675 |
539
- | 0.19 | 10.43 | 490 | 1.7645 |
540
- | 0.2492 | 10.45 | 491 | 1.7629 |
541
- | 0.1944 | 10.47 | 492 | 1.7621 |
542
- | 0.1992 | 10.49 | 493 | 1.7635 |
543
- | 0.2735 | 10.51 | 494 | 1.7656 |
544
- | 0.2468 | 10.53 | 495 | 1.7698 |
545
- | 0.4186 | 10.55 | 496 | 1.7738 |
546
- | 0.1926 | 10.57 | 497 | 1.7778 |
547
- | 0.2059 | 10.6 | 498 | 1.7801 |
548
- | 0.2694 | 10.62 | 499 | 1.7808 |
549
- | 0.2372 | 10.64 | 500 | 1.7820 |
550
- | 0.4205 | 10.66 | 501 | 1.7803 |
551
- | 0.3153 | 10.68 | 502 | 1.7782 |
552
- | 0.2384 | 10.7 | 503 | 1.7755 |
553
- | 0.1864 | 10.72 | 504 | 1.7724 |
554
- | 0.2341 | 10.74 | 505 | 1.7716 |
555
- | 0.1731 | 10.77 | 506 | 1.7730 |
556
- | 0.3016 | 10.79 | 507 | 1.7717 |
557
- | 0.2975 | 10.81 | 508 | 1.7684 |
558
- | 0.1668 | 10.83 | 509 | 1.7665 |
559
- | 0.2462 | 10.85 | 510 | 1.7663 |
560
- | 0.2779 | 10.87 | 511 | 1.7652 |
561
- | 0.1888 | 10.89 | 512 | 1.7648 |
562
- | 0.1881 | 10.91 | 513 | 1.7668 |
563
- | 0.3798 | 10.94 | 514 | 1.7690 |
564
- | 0.326 | 10.96 | 515 | 1.7708 |
565
- | 0.2523 | 10.98 | 516 | 1.7704 |
566
- | 0.2867 | 11.0 | 517 | 1.7693 |
567
- | 0.2152 | 11.02 | 518 | 1.7700 |
568
- | 0.1946 | 11.04 | 519 | 1.7725 |
569
- | 0.2697 | 11.06 | 520 | 1.7753 |
570
- | 0.1924 | 11.09 | 521 | 1.7768 |
571
- | 0.2121 | 11.11 | 522 | 1.7797 |
572
- | 0.2806 | 11.13 | 523 | 1.7823 |
573
- | 0.1763 | 11.15 | 524 | 1.7851 |
574
- | 0.2627 | 11.17 | 525 | 1.7882 |
575
- | 0.2913 | 11.19 | 526 | 1.7906 |
576
- | 0.3136 | 11.21 | 527 | 1.7934 |
577
- | 0.228 | 11.23 | 528 | 1.7978 |
578
- | 0.228 | 11.26 | 529 | 1.8011 |
579
- | 0.2112 | 11.28 | 530 | 1.8043 |
580
- | 0.2009 | 11.3 | 531 | 1.8086 |
581
- | 0.3176 | 11.32 | 532 | 1.8107 |
582
- | 0.2518 | 11.34 | 533 | 1.8109 |
583
- | 0.3709 | 11.36 | 534 | 1.8092 |
584
- | 0.3511 | 11.38 | 535 | 1.8068 |
585
- | 0.273 | 11.4 | 536 | 1.8046 |
586
- | 0.3282 | 11.43 | 537 | 1.8027 |
587
- | 0.2163 | 11.45 | 538 | 1.8010 |
588
- | 0.2399 | 11.47 | 539 | 1.7990 |
589
- | 0.2226 | 11.49 | 540 | 1.7994 |
590
- | 0.2135 | 11.51 | 541 | 1.8000 |
591
- | 0.296 | 11.53 | 542 | 1.7996 |
592
- | 0.2127 | 11.55 | 543 | 1.7988 |
593
- | 0.1766 | 11.57 | 544 | 1.7986 |
594
- | 0.3086 | 11.6 | 545 | 1.7980 |
595
- | 0.1889 | 11.62 | 546 | 1.7981 |
596
- | 0.2833 | 11.64 | 547 | 1.7980 |
597
- | 0.2744 | 11.66 | 548 | 1.7972 |
598
- | 0.3597 | 11.68 | 549 | 1.7969 |
599
- | 0.2974 | 11.7 | 550 | 1.7961 |
600
- | 0.289 | 11.72 | 551 | 1.7951 |
601
- | 0.1491 | 11.74 | 552 | 1.7953 |
602
- | 0.2238 | 11.77 | 553 | 1.7948 |
603
- | 0.1382 | 11.79 | 554 | 1.7939 |
604
- | 0.1744 | 11.81 | 555 | 1.7902 |
605
- | 0.2266 | 11.83 | 556 | 1.7867 |
606
- | 0.2311 | 11.85 | 557 | 1.7837 |
607
- | 0.2088 | 11.87 | 558 | 1.7814 |
608
- | 0.2171 | 11.89 | 559 | 1.7803 |
609
- | 0.1469 | 11.91 | 560 | 1.7798 |
610
- | 0.1879 | 11.94 | 561 | 1.7804 |
611
- | 0.1839 | 11.96 | 562 | 1.7802 |
612
- | 0.3219 | 11.98 | 563 | 1.7801 |
613
- | 0.1393 | 12.0 | 564 | 1.7815 |
614
- | 0.2543 | 12.02 | 565 | 1.7813 |
615
- | 0.2255 | 12.04 | 566 | 1.7807 |
616
- | 0.3332 | 12.06 | 567 | 1.7795 |
617
- | 0.2031 | 12.09 | 568 | 1.7781 |
618
- | 0.2543 | 12.11 | 569 | 1.7764 |
619
- | 0.14 | 12.13 | 570 | 1.7760 |
620
- | 0.1849 | 12.15 | 571 | 1.7745 |
621
- | 0.3535 | 12.17 | 572 | 1.7734 |
622
- | 0.2025 | 12.19 | 573 | 1.7732 |
623
- | 0.2843 | 12.21 | 574 | 1.7734 |
624
- | 0.2304 | 12.23 | 575 | 1.7742 |
625
- | 0.2265 | 12.26 | 576 | 1.7756 |
626
- | 0.2131 | 12.28 | 577 | 1.7769 |
627
- | 0.1659 | 12.3 | 578 | 1.7785 |
628
- | 0.1337 | 12.32 | 579 | 1.7804 |
629
- | 0.1894 | 12.34 | 580 | 1.7826 |
630
- | 0.2161 | 12.36 | 581 | 1.7856 |
631
- | 0.1821 | 12.38 | 582 | 1.7884 |
632
- | 0.2542 | 12.4 | 583 | 1.7918 |
633
- | 0.2338 | 12.43 | 584 | 1.7953 |
634
- | 0.2506 | 12.45 | 585 | 1.7993 |
635
- | 0.0851 | 12.47 | 586 | 1.8036 |
636
- | 0.1985 | 12.49 | 587 | 1.8086 |
637
- | 0.2765 | 12.51 | 588 | 1.8123 |
638
- | 0.1759 | 12.53 | 589 | 1.8157 |
639
- | 0.1825 | 12.55 | 590 | 1.8198 |
640
- | 0.1824 | 12.57 | 591 | 1.8224 |
641
- | 0.2272 | 12.6 | 592 | 1.8253 |
642
- | 0.2015 | 12.62 | 593 | 1.8273 |
643
- | 0.2074 | 12.64 | 594 | 1.8291 |
644
- | 0.2824 | 12.66 | 595 | 1.8316 |
645
- | 0.2268 | 12.68 | 596 | 1.8339 |
646
- | 0.3189 | 12.7 | 597 | 1.8370 |
647
- | 0.251 | 12.72 | 598 | 1.8416 |
648
- | 0.2135 | 12.74 | 599 | 1.8455 |
649
- | 0.2548 | 12.77 | 600 | 1.8493 |
650
- | 0.2579 | 12.79 | 601 | 1.8519 |
651
- | 0.09 | 12.81 | 602 | 1.8546 |
652
- | 0.2147 | 12.83 | 603 | 1.8567 |
653
- | 0.239 | 12.85 | 604 | 1.8584 |
654
- | 0.1586 | 12.87 | 605 | 1.8608 |
655
- | 0.252 | 12.89 | 606 | 1.8637 |
656
- | 0.2653 | 12.91 | 607 | 1.8658 |
657
- | 0.1741 | 12.94 | 608 | 1.8675 |
658
- | 0.2943 | 12.96 | 609 | 1.8684 |
659
- | 0.2498 | 12.98 | 610 | 1.8694 |
660
- | 0.2415 | 13.0 | 611 | 1.8696 |
661
- | 0.1688 | 13.02 | 612 | 1.8699 |
662
- | 0.182 | 13.04 | 613 | 1.8707 |
663
- | 0.203 | 13.06 | 614 | 1.8714 |
664
- | 0.1876 | 13.09 | 615 | 1.8717 |
665
- | 0.1892 | 13.11 | 616 | 1.8718 |
666
- | 0.2952 | 13.13 | 617 | 1.8709 |
667
- | 0.1553 | 13.15 | 618 | 1.8703 |
668
- | 0.1796 | 13.17 | 619 | 1.8700 |
669
- | 0.2248 | 13.19 | 620 | 1.8701 |
670
- | 0.2618 | 13.21 | 621 | 1.8703 |
671
- | 0.312 | 13.23 | 622 | 1.8701 |
672
- | 0.1238 | 13.26 | 623 | 1.8710 |
673
- | 0.2009 | 13.28 | 624 | 1.8717 |
674
- | 0.1822 | 13.3 | 625 | 1.8724 |
675
- | 0.1444 | 13.32 | 626 | 1.8728 |
676
- | 0.1802 | 13.34 | 627 | 1.8737 |
677
- | 0.1095 | 13.36 | 628 | 1.8749 |
678
- | 0.1677 | 13.38 | 629 | 1.8758 |
679
- | 0.181 | 13.4 | 630 | 1.8771 |
680
- | 0.1816 | 13.43 | 631 | 1.8780 |
681
- | 0.1952 | 13.45 | 632 | 1.8796 |
682
- | 0.197 | 13.47 | 633 | 1.8809 |
683
- | 0.2085 | 13.49 | 634 | 1.8827 |
684
- | 0.193 | 13.51 | 635 | 1.8843 |
685
- | 0.297 | 13.53 | 636 | 1.8852 |
686
- | 0.2068 | 13.55 | 637 | 1.8857 |
687
- | 0.1825 | 13.57 | 638 | 1.8857 |
688
- | 0.3174 | 13.6 | 639 | 1.8850 |
689
- | 0.2319 | 13.62 | 640 | 1.8849 |
690
- | 0.2063 | 13.64 | 641 | 1.8848 |
691
- | 0.228 | 13.66 | 642 | 1.8850 |
692
- | 0.268 | 13.68 | 643 | 1.8846 |
693
- | 0.2585 | 13.7 | 644 | 1.8843 |
694
- | 0.1712 | 13.72 | 645 | 1.8848 |
695
- | 0.2408 | 13.74 | 646 | 1.8852 |
696
- | 0.1786 | 13.77 | 647 | 1.8861 |
697
- | 0.1343 | 13.79 | 648 | 1.8869 |
698
- | 0.2155 | 13.81 | 649 | 1.8874 |
699
- | 0.2248 | 13.83 | 650 | 1.8880 |
700
- | 0.2193 | 13.85 | 651 | 1.8884 |
701
- | 0.2564 | 13.87 | 652 | 1.8889 |
702
- | 0.218 | 13.89 | 653 | 1.8892 |
703
- | 0.1315 | 13.91 | 654 | 1.8899 |
704
- | 0.1327 | 13.94 | 655 | 1.8902 |
705
- | 0.1819 | 13.96 | 656 | 1.8901 |
706
- | 0.2307 | 13.98 | 657 | 1.8901 |
707
- | 0.1718 | 14.0 | 658 | 1.8902 |
708
- | 0.2024 | 14.02 | 659 | 1.8899 |
709
- | 0.2211 | 14.04 | 660 | 1.8894 |
710
- | 0.1243 | 14.06 | 661 | 1.8893 |
711
- | 0.35 | 14.09 | 662 | 1.8890 |
712
- | 0.2275 | 14.11 | 663 | 1.8888 |
713
- | 0.1209 | 14.13 | 664 | 1.8886 |
714
- | 0.2861 | 14.15 | 665 | 1.8881 |
715
- | 0.1925 | 14.17 | 666 | 1.8880 |
716
- | 0.2182 | 14.19 | 667 | 1.8875 |
717
- | 0.2353 | 14.21 | 668 | 1.8873 |
718
- | 0.305 | 14.23 | 669 | 1.8869 |
719
- | 0.1312 | 14.26 | 670 | 1.8868 |
720
- | 0.139 | 14.28 | 671 | 1.8867 |
721
- | 0.1758 | 14.3 | 672 | 1.8869 |
722
- | 0.2613 | 14.32 | 673 | 1.8873 |
723
- | 0.2221 | 14.34 | 674 | 1.8878 |
724
- | 0.1455 | 14.36 | 675 | 1.8883 |
725
- | 0.1665 | 14.38 | 676 | 1.8889 |
726
- | 0.1638 | 14.4 | 677 | 1.8895 |
727
- | 0.2852 | 14.43 | 678 | 1.8897 |
728
- | 0.2016 | 14.45 | 679 | 1.8897 |
729
- | 0.1359 | 14.47 | 680 | 1.8903 |
730
- | 0.2311 | 14.49 | 681 | 1.8909 |
731
- | 0.1748 | 14.51 | 682 | 1.8915 |
732
- | 0.2165 | 14.53 | 683 | 1.8923 |
733
- | 0.1742 | 14.55 | 684 | 1.8929 |
734
- | 0.2248 | 14.57 | 685 | 1.8934 |
735
- | 0.2172 | 14.6 | 686 | 1.8940 |
736
- | 0.2609 | 14.62 | 687 | 1.8944 |
737
- | 0.1902 | 14.64 | 688 | 1.8949 |
738
- | 0.1513 | 14.66 | 689 | 1.8954 |
739
- | 0.1459 | 14.68 | 690 | 1.8959 |
740
- | 0.1359 | 14.7 | 691 | 1.8964 |
741
- | 0.1917 | 14.72 | 692 | 1.8968 |
742
- | 0.1297 | 14.74 | 693 | 1.8973 |
743
- | 0.2252 | 14.77 | 694 | 1.8976 |
744
- | 0.2546 | 14.79 | 695 | 1.8979 |
745
- | 0.1937 | 14.81 | 696 | 1.8981 |
746
- | 0.1236 | 14.83 | 697 | 1.8983 |
747
- | 0.1914 | 14.85 | 698 | 1.8983 |
748
- | 0.2744 | 14.87 | 699 | 1.8984 |
749
- | 0.1895 | 14.89 | 700 | 1.8984 |
750
- | 0.151 | 14.91 | 701 | 1.8983 |
751
- | 0.1989 | 14.94 | 702 | 1.8983 |
752
- | 0.2606 | 14.96 | 703 | 1.8983 |
753
- | 0.2467 | 14.98 | 704 | 1.8983 |
754
- | 0.2599 | 15.0 | 705 | 1.8983 |
755
 
756
 
757
  ### Framework versions
 
15
 
16
  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.8530
19
 
20
  ## Model description
21
 
 
35
 
36
  The following hyperparameters were used during training:
37
  - learning_rate: 0.0005
38
+ - train_batch_size: 16
39
+ - eval_batch_size: 16
40
  - seed: 42
41
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
  - lr_scheduler_type: linear
43
+ - lr_scheduler_warmup_steps: 3
44
  - num_epochs: 15
45
 
46
  ### Training results
47
 
48
  | Training Loss | Epoch | Step | Validation Loss |
49
  |:-------------:|:-----:|:----:|:---------------:|
50
+ | 2.1664 | 0.04 | 1 | 1.8055 |
51
+ | 2.3197 | 0.08 | 2 | 1.6900 |
52
+ | 1.7394 | 0.12 | 3 | 1.5971 |
53
+ | 1.7463 | 0.17 | 4 | 1.5465 |
54
+ | 1.998 | 0.21 | 5 | 1.4992 |
55
+ | 1.7127 | 0.25 | 6 | 1.4731 |
56
+ | 1.4435 | 0.29 | 7 | 1.4587 |
57
+ | 1.5656 | 0.33 | 8 | 1.4509 |
58
+ | 1.8111 | 0.38 | 9 | 1.4381 |
59
+ | 1.7371 | 0.42 | 10 | 1.4286 |
60
+ | 1.3207 | 0.46 | 11 | 1.4276 |
61
+ | 1.4292 | 0.5 | 12 | 1.4301 |
62
+ | 1.7736 | 0.54 | 13 | 1.4260 |
63
+ | 1.628 | 0.58 | 14 | 1.4183 |
64
+ | 2.0071 | 0.62 | 15 | 1.4017 |
65
+ | 1.2926 | 0.67 | 16 | 1.3891 |
66
+ | 1.5699 | 0.71 | 17 | 1.3769 |
67
+ | 1.5532 | 0.75 | 18 | 1.3664 |
68
+ | 1.4906 | 0.79 | 19 | 1.3580 |
69
+ | 1.6887 | 0.83 | 20 | 1.3502 |
70
+ | 1.1568 | 0.88 | 21 | 1.3462 |
71
+ | 1.3267 | 0.92 | 22 | 1.3443 |
72
+ | 1.4873 | 0.96 | 23 | 1.3447 |
73
+ | 2.3224 | 1.0 | 24 | 1.3463 |
74
+ | 1.0034 | 1.04 | 25 | 1.3531 |
75
+ | 1.0839 | 1.08 | 26 | 1.3627 |
76
+ | 1.4106 | 1.12 | 27 | 1.3660 |
77
+ | 1.3157 | 1.17 | 28 | 1.3671 |
78
+ | 1.3775 | 1.21 | 29 | 1.3600 |
79
+ | 1.0208 | 1.25 | 30 | 1.3538 |
80
+ | 1.0619 | 1.29 | 31 | 1.3459 |
81
+ | 1.5116 | 1.33 | 32 | 1.3366 |
82
+ | 1.242 | 1.38 | 33 | 1.3282 |
83
+ | 1.3132 | 1.42 | 34 | 1.3204 |
84
+ | 1.2549 | 1.46 | 35 | 1.3152 |
85
+ | 1.1817 | 1.5 | 36 | 1.3105 |
86
+ | 1.3416 | 1.54 | 37 | 1.3068 |
87
+ | 1.1483 | 1.58 | 38 | 1.3078 |
88
+ | 1.2318 | 1.62 | 39 | 1.3092 |
89
+ | 1.2906 | 1.67 | 40 | 1.3128 |
90
+ | 1.2147 | 1.71 | 41 | 1.3175 |
91
+ | 1.184 | 1.75 | 42 | 1.3222 |
92
+ | 1.1648 | 1.79 | 43 | 1.3295 |
93
+ | 1.3964 | 1.83 | 44 | 1.3331 |
94
+ | 1.1426 | 1.88 | 45 | 1.3380 |
95
+ | 1.3105 | 1.92 | 46 | 1.3378 |
96
+ | 0.8797 | 1.96 | 47 | 1.3375 |
97
+ | 0.9167 | 2.0 | 48 | 1.3380 |
98
+ | 1.0769 | 2.04 | 49 | 1.3368 |
99
+ | 1.1431 | 2.08 | 50 | 1.3392 |
100
+ | 1.0875 | 2.12 | 51 | 1.3423 |
101
+ | 0.8795 | 2.17 | 52 | 1.3458 |
102
+ | 0.9912 | 2.21 | 53 | 1.3484 |
103
+ | 0.9544 | 2.25 | 54 | 1.3505 |
104
+ | 0.9606 | 2.29 | 55 | 1.3499 |
105
+ | 1.0507 | 2.33 | 56 | 1.3507 |
106
+ | 0.7372 | 2.38 | 57 | 1.3561 |
107
+ | 0.9674 | 2.42 | 58 | 1.3612 |
108
+ | 0.8529 | 2.46 | 59 | 1.3708 |
109
+ | 0.9837 | 2.5 | 60 | 1.3743 |
110
+ | 1.216 | 2.54 | 61 | 1.3748 |
111
+ | 1.0467 | 2.58 | 62 | 1.3729 |
112
+ | 0.7987 | 2.62 | 63 | 1.3726 |
113
+ | 1.0887 | 2.67 | 64 | 1.3711 |
114
+ | 0.873 | 2.71 | 65 | 1.3692 |
115
+ | 1.0544 | 2.75 | 66 | 1.3665 |
116
+ | 0.9743 | 2.79 | 67 | 1.3603 |
117
+ | 0.9914 | 2.83 | 68 | 1.3517 |
118
+ | 1.2247 | 2.88 | 69 | 1.3429 |
119
+ | 1.1727 | 2.92 | 70 | 1.3338 |
120
+ | 0.9567 | 2.96 | 71 | 1.3263 |
121
+ | 1.365 | 3.0 | 72 | 1.3198 |
122
+ | 0.8628 | 3.04 | 73 | 1.3183 |
123
+ | 0.8445 | 3.08 | 74 | 1.3189 |
124
+ | 0.9465 | 3.12 | 75 | 1.3212 |
125
+ | 0.8632 | 3.17 | 76 | 1.3263 |
126
+ | 0.9354 | 3.21 | 77 | 1.3327 |
127
+ | 0.9771 | 3.25 | 78 | 1.3410 |
128
+ | 0.9031 | 3.29 | 79 | 1.3495 |
129
+ | 0.8991 | 3.33 | 80 | 1.3637 |
130
+ | 0.7454 | 3.38 | 81 | 1.3819 |
131
+ | 0.8611 | 3.42 | 82 | 1.3995 |
132
+ | 0.947 | 3.46 | 83 | 1.4129 |
133
+ | 0.9534 | 3.5 | 84 | 1.4179 |
134
+ | 0.6619 | 3.54 | 85 | 1.4242 |
135
+ | 0.818 | 3.58 | 86 | 1.4292 |
136
+ | 0.9969 | 3.62 | 87 | 1.4276 |
137
+ | 0.8368 | 3.67 | 88 | 1.4218 |
138
+ | 0.7178 | 3.71 | 89 | 1.4149 |
139
+ | 0.9593 | 3.75 | 90 | 1.4088 |
140
+ | 0.859 | 3.79 | 91 | 1.4045 |
141
+ | 0.812 | 3.83 | 92 | 1.4036 |
142
+ | 0.6806 | 3.88 | 93 | 1.4027 |
143
+ | 0.9109 | 3.92 | 94 | 1.4005 |
144
+ | 0.9001 | 3.96 | 95 | 1.3973 |
145
+ | 0.6846 | 4.0 | 96 | 1.3926 |
146
+ | 0.8173 | 4.04 | 97 | 1.3904 |
147
+ | 0.7139 | 4.08 | 98 | 1.3892 |
148
+ | 0.6313 | 4.12 | 99 | 1.3912 |
149
+ | 0.8807 | 4.17 | 100 | 1.3924 |
150
+ | 0.6199 | 4.21 | 101 | 1.3957 |
151
+ | 0.7954 | 4.25 | 102 | 1.4024 |
152
+ | 0.7597 | 4.29 | 103 | 1.4106 |
153
+ | 0.6427 | 4.33 | 104 | 1.4211 |
154
+ | 0.7058 | 4.38 | 105 | 1.4329 |
155
+ | 0.6692 | 4.42 | 106 | 1.4447 |
156
+ | 0.6667 | 4.46 | 107 | 1.4570 |
157
+ | 0.7355 | 4.5 | 108 | 1.4674 |
158
+ | 0.8167 | 4.54 | 109 | 1.4707 |
159
+ | 0.81 | 4.58 | 110 | 1.4693 |
160
+ | 0.6473 | 4.62 | 111 | 1.4679 |
161
+ | 0.8049 | 4.67 | 112 | 1.4601 |
162
+ | 0.9267 | 4.71 | 113 | 1.4509 |
163
+ | 0.8384 | 4.75 | 114 | 1.4432 |
164
+ | 0.7355 | 4.79 | 115 | 1.4403 |
165
+ | 0.6937 | 4.83 | 116 | 1.4408 |
166
+ | 0.7224 | 4.88 | 117 | 1.4420 |
167
+ | 0.7238 | 4.92 | 118 | 1.4430 |
168
+ | 0.7761 | 4.96 | 119 | 1.4447 |
169
+ | 0.7301 | 5.0 | 120 | 1.4480 |
170
+ | 0.7274 | 5.04 | 121 | 1.4519 |
171
+ | 0.7926 | 5.08 | 122 | 1.4538 |
172
+ | 0.6853 | 5.12 | 123 | 1.4560 |
173
+ | 0.6107 | 5.17 | 124 | 1.4566 |
174
+ | 0.6582 | 5.21 | 125 | 1.4632 |
175
+ | 0.6247 | 5.25 | 126 | 1.4690 |
176
+ | 0.7176 | 5.29 | 127 | 1.4753 |
177
+ | 0.6065 | 5.33 | 128 | 1.4830 |
178
+ | 0.7235 | 5.38 | 129 | 1.4899 |
179
+ | 0.5553 | 5.42 | 130 | 1.4971 |
180
+ | 0.8425 | 5.46 | 131 | 1.4979 |
181
+ | 0.5815 | 5.5 | 132 | 1.4979 |
182
+ | 0.7062 | 5.54 | 133 | 1.4974 |
183
+ | 0.8297 | 5.58 | 134 | 1.4970 |
184
+ | 0.7131 | 5.62 | 135 | 1.4955 |
185
+ | 0.5478 | 5.67 | 136 | 1.4936 |
186
+ | 0.6922 | 5.71 | 137 | 1.4934 |
187
+ | 0.6594 | 5.75 | 138 | 1.4907 |
188
+ | 0.5619 | 5.79 | 139 | 1.4927 |
189
+ | 0.6018 | 5.83 | 140 | 1.4929 |
190
+ | 0.6148 | 5.88 | 141 | 1.4916 |
191
+ | 0.6707 | 5.92 | 142 | 1.4909 |
192
+ | 0.5154 | 5.96 | 143 | 1.4926 |
193
+ | 0.5522 | 6.0 | 144 | 1.4946 |
194
+ | 0.5371 | 6.04 | 145 | 1.4975 |
195
+ | 0.6454 | 6.08 | 146 | 1.5007 |
196
+ | 0.6201 | 6.12 | 147 | 1.5032 |
197
+ | 0.5702 | 6.17 | 148 | 1.5058 |
198
+ | 0.6221 | 6.21 | 149 | 1.5079 |
199
+ | 0.4378 | 6.25 | 150 | 1.5155 |
200
+ | 0.5449 | 6.29 | 151 | 1.5235 |
201
+ | 0.5292 | 6.33 | 152 | 1.5350 |
202
+ | 0.5256 | 6.38 | 153 | 1.5444 |
203
+ | 0.6434 | 6.42 | 154 | 1.5502 |
204
+ | 0.6314 | 6.46 | 155 | 1.5571 |
205
+ | 0.4914 | 6.5 | 156 | 1.5641 |
206
+ | 0.5439 | 6.54 | 157 | 1.5684 |
207
+ | 0.6915 | 6.58 | 158 | 1.5691 |
208
+ | 0.5191 | 6.62 | 159 | 1.5699 |
209
+ | 0.4984 | 6.67 | 160 | 1.5670 |
210
+ | 0.6393 | 6.71 | 161 | 1.5607 |
211
+ | 0.5726 | 6.75 | 162 | 1.5528 |
212
+ | 0.6291 | 6.79 | 163 | 1.5439 |
213
+ | 0.4941 | 6.83 | 164 | 1.5371 |
214
+ | 0.5799 | 6.88 | 165 | 1.5296 |
215
+ | 0.7036 | 6.92 | 166 | 1.5232 |
216
+ | 0.6837 | 6.96 | 167 | 1.5164 |
217
+ | 0.5574 | 7.0 | 168 | 1.5122 |
218
+ | 0.497 | 7.04 | 169 | 1.5108 |
219
+ | 0.5958 | 7.08 | 170 | 1.5129 |
220
+ | 0.5133 | 7.12 | 171 | 1.5198 |
221
+ | 0.6301 | 7.17 | 172 | 1.5272 |
222
+ | 0.4655 | 7.21 | 173 | 1.5372 |
223
+ | 0.5553 | 7.25 | 174 | 1.5469 |
224
+ | 0.4758 | 7.29 | 175 | 1.5582 |
225
+ | 0.5378 | 7.33 | 176 | 1.5684 |
226
+ | 0.558 | 7.38 | 177 | 1.5755 |
227
+ | 0.4848 | 7.42 | 178 | 1.5852 |
228
+ | 0.5505 | 7.46 | 179 | 1.5976 |
229
+ | 0.4846 | 7.5 | 180 | 1.6082 |
230
+ | 0.5397 | 7.54 | 181 | 1.6155 |
231
+ | 0.5573 | 7.58 | 182 | 1.6235 |
232
+ | 0.5175 | 7.62 | 183 | 1.6294 |
233
+ | 0.5925 | 7.67 | 184 | 1.6321 |
234
+ | 0.3948 | 7.71 | 185 | 1.6322 |
235
+ | 0.5051 | 7.75 | 186 | 1.6277 |
236
+ | 0.5424 | 7.79 | 187 | 1.6222 |
237
+ | 0.4412 | 7.83 | 188 | 1.6176 |
238
+ | 0.5366 | 7.88 | 189 | 1.6116 |
239
+ | 0.634 | 7.92 | 190 | 1.6057 |
240
+ | 0.5751 | 7.96 | 191 | 1.6005 |
241
+ | 0.6559 | 8.0 | 192 | 1.5957 |
242
+ | 0.6267 | 8.04 | 193 | 1.5927 |
243
+ | 0.4963 | 8.08 | 194 | 1.5911 |
244
+ | 0.4596 | 8.12 | 195 | 1.5910 |
245
+ | 0.4256 | 8.17 | 196 | 1.5943 |
246
+ | 0.3317 | 8.21 | 197 | 1.5992 |
247
+ | 0.4947 | 8.25 | 198 | 1.6035 |
248
+ | 0.3818 | 8.29 | 199 | 1.6093 |
249
+ | 0.4051 | 8.33 | 200 | 1.6160 |
250
+ | 0.4711 | 8.38 | 201 | 1.6231 |
251
+ | 0.5212 | 8.42 | 202 | 1.6314 |
252
+ | 0.4093 | 8.46 | 203 | 1.6411 |
253
+ | 0.5262 | 8.5 | 204 | 1.6498 |
254
+ | 0.5127 | 8.54 | 205 | 1.6546 |
255
+ | 0.5028 | 8.58 | 206 | 1.6579 |
256
+ | 0.4227 | 8.62 | 207 | 1.6578 |
257
+ | 0.5271 | 8.67 | 208 | 1.6553 |
258
+ | 0.435 | 8.71 | 209 | 1.6515 |
259
+ | 0.4956 | 8.75 | 210 | 1.6431 |
260
+ | 0.4213 | 8.79 | 211 | 1.6347 |
261
+ | 0.4663 | 8.83 | 212 | 1.6299 |
262
+ | 0.4648 | 8.88 | 213 | 1.6274 |
263
+ | 0.4139 | 8.92 | 214 | 1.6277 |
264
+ | 0.379 | 8.96 | 215 | 1.6322 |
265
+ | 0.6425 | 9.0 | 216 | 1.6377 |
266
+ | 0.3229 | 9.04 | 217 | 1.6466 |
267
+ | 0.3898 | 9.08 | 218 | 1.6573 |
268
+ | 0.4358 | 9.12 | 219 | 1.6648 |
269
+ | 0.4467 | 9.17 | 220 | 1.6753 |
270
+ | 0.3967 | 9.21 | 221 | 1.6837 |
271
+ | 0.2943 | 9.25 | 222 | 1.6931 |
272
+ | 0.4568 | 9.29 | 223 | 1.7022 |
273
+ | 0.4703 | 9.33 | 224 | 1.7088 |
274
+ | 0.392 | 9.38 | 225 | 1.7163 |
275
+ | 0.3981 | 9.42 | 226 | 1.7242 |
276
+ | 0.4152 | 9.46 | 227 | 1.7296 |
277
+ | 0.4763 | 9.5 | 228 | 1.7316 |
278
+ | 0.5617 | 9.54 | 229 | 1.7306 |
279
+ | 0.3502 | 9.58 | 230 | 1.7279 |
280
+ | 0.4049 | 9.62 | 231 | 1.7266 |
281
+ | 0.4626 | 9.67 | 232 | 1.7273 |
282
+ | 0.4545 | 9.71 | 233 | 1.7270 |
283
+ | 0.5877 | 9.75 | 234 | 1.7228 |
284
+ | 0.3715 | 9.79 | 235 | 1.7186 |
285
+ | 0.4231 | 9.83 | 236 | 1.7190 |
286
+ | 0.504 | 9.88 | 237 | 1.7194 |
287
+ | 0.503 | 9.92 | 238 | 1.7198 |
288
+ | 0.4163 | 9.96 | 239 | 1.7214 |
289
+ | 0.5041 | 10.0 | 240 | 1.7209 |
290
+ | 0.3248 | 10.04 | 241 | 1.7225 |
291
+ | 0.4198 | 10.08 | 242 | 1.7254 |
292
+ | 0.4131 | 10.12 | 243 | 1.7285 |
293
+ | 0.4489 | 10.17 | 244 | 1.7319 |
294
+ | 0.3786 | 10.21 | 245 | 1.7381 |
295
+ | 0.3118 | 10.25 | 246 | 1.7451 |
296
+ | 0.3234 | 10.29 | 247 | 1.7512 |
297
+ | 0.4524 | 10.33 | 248 | 1.7555 |
298
+ | 0.3746 | 10.38 | 249 | 1.7594 |
299
+ | 0.3793 | 10.42 | 250 | 1.7621 |
300
+ | 0.4452 | 10.46 | 251 | 1.7607 |
301
+ | 0.3982 | 10.5 | 252 | 1.7587 |
302
+ | 0.4032 | 10.54 | 253 | 1.7575 |
303
+ | 0.3566 | 10.58 | 254 | 1.7554 |
304
+ | 0.2845 | 10.62 | 255 | 1.7543 |
305
+ | 0.3976 | 10.67 | 256 | 1.7541 |
306
+ | 0.2432 | 10.71 | 257 | 1.7560 |
307
+ | 0.4435 | 10.75 | 258 | 1.7565 |
308
+ | 0.4078 | 10.79 | 259 | 1.7548 |
309
+ | 0.311 | 10.83 | 260 | 1.7526 |
310
+ | 0.3831 | 10.88 | 261 | 1.7492 |
311
+ | 0.3951 | 10.92 | 262 | 1.7454 |
312
+ | 0.341 | 10.96 | 263 | 1.7432 |
313
+ | 0.4266 | 11.0 | 264 | 1.7418 |
314
+ | 0.4136 | 11.04 | 265 | 1.7392 |
315
+ | 0.3152 | 11.08 | 266 | 1.7390 |
316
+ | 0.4412 | 11.12 | 267 | 1.7394 |
317
+ | 0.3114 | 11.17 | 268 | 1.7420 |
318
+ | 0.4265 | 11.21 | 269 | 1.7457 |
319
+ | 0.3329 | 11.25 | 270 | 1.7515 |
320
+ | 0.3281 | 11.29 | 271 | 1.7568 |
321
+ | 0.4069 | 11.33 | 272 | 1.7607 |
322
+ | 0.3584 | 11.38 | 273 | 1.7639 |
323
+ | 0.3881 | 11.42 | 274 | 1.7664 |
324
+ | 0.4184 | 11.46 | 275 | 1.7682 |
325
+ | 0.3187 | 11.5 | 276 | 1.7692 |
326
+ | 0.389 | 11.54 | 277 | 1.7681 |
327
+ | 0.4005 | 11.58 | 278 | 1.7683 |
328
+ | 0.3346 | 11.62 | 279 | 1.7709 |
329
+ | 0.4174 | 11.67 | 280 | 1.7725 |
330
+ | 0.342 | 11.71 | 281 | 1.7761 |
331
+ | 0.3049 | 11.75 | 282 | 1.7794 |
332
+ | 0.2549 | 11.79 | 283 | 1.7822 |
333
+ | 0.3893 | 11.83 | 284 | 1.7849 |
334
+ | 0.3414 | 11.88 | 285 | 1.7884 |
335
+ | 0.2519 | 11.92 | 286 | 1.7923 |
336
+ | 0.4489 | 11.96 | 287 | 1.7948 |
337
+ | 0.2376 | 12.0 | 288 | 1.7967 |
338
+ | 0.389 | 12.04 | 289 | 1.7964 |
339
+ | 0.314 | 12.08 | 290 | 1.7963 |
340
+ | 0.2555 | 12.12 | 291 | 1.7963 |
341
+ | 0.3484 | 12.17 | 292 | 1.7958 |
342
+ | 0.345 | 12.21 | 293 | 1.7954 |
343
+ | 0.3589 | 12.25 | 294 | 1.7945 |
344
+ | 0.2968 | 12.29 | 295 | 1.7940 |
345
+ | 0.272 | 12.33 | 296 | 1.7947 |
346
+ | 0.3022 | 12.38 | 297 | 1.7989 |
347
+ | 0.4437 | 12.42 | 298 | 1.8041 |
348
+ | 0.2962 | 12.46 | 299 | 1.8072 |
349
+ | 0.3557 | 12.5 | 300 | 1.8098 |
350
+ | 0.2633 | 12.54 | 301 | 1.8131 |
351
+ | 0.3529 | 12.58 | 302 | 1.8152 |
352
+ | 0.3046 | 12.62 | 303 | 1.8172 |
353
+ | 0.3453 | 12.67 | 304 | 1.8187 |
354
+ | 0.367 | 12.71 | 305 | 1.8210 |
355
+ | 0.3454 | 12.75 | 306 | 1.8236 |
356
+ | 0.3081 | 12.79 | 307 | 1.8248 |
357
+ | 0.4073 | 12.83 | 308 | 1.8256 |
358
+ | 0.2942 | 12.88 | 309 | 1.8258 |
359
+ | 0.3029 | 12.92 | 310 | 1.8262 |
360
+ | 0.3874 | 12.96 | 311 | 1.8276 |
361
+ | 0.3773 | 13.0 | 312 | 1.8287 |
362
+ | 0.3005 | 13.04 | 313 | 1.8303 |
363
+ | 0.2496 | 13.08 | 314 | 1.8318 |
364
+ | 0.3743 | 13.12 | 315 | 1.8323 |
365
+ | 0.2532 | 13.17 | 316 | 1.8333 |
366
+ | 0.3451 | 13.21 | 317 | 1.8346 |
367
+ | 0.3743 | 13.25 | 318 | 1.8349 |
368
+ | 0.3334 | 13.29 | 319 | 1.8350 |
369
+ | 0.2377 | 13.33 | 320 | 1.8362 |
370
+ | 0.2977 | 13.38 | 321 | 1.8379 |
371
+ | 0.2956 | 13.42 | 322 | 1.8396 |
372
+ | 0.3779 | 13.46 | 323 | 1.8406 |
373
+ | 0.3397 | 13.5 | 324 | 1.8411 |
374
+ | 0.3656 | 13.54 | 325 | 1.8414 |
375
+ | 0.35 | 13.58 | 326 | 1.8407 |
376
+ | 0.3831 | 13.62 | 327 | 1.8404 |
377
+ | 0.3935 | 13.67 | 328 | 1.8391 |
378
+ | 0.3442 | 13.71 | 329 | 1.8381 |
379
+ | 0.33 | 13.75 | 330 | 1.8376 |
380
+ | 0.2586 | 13.79 | 331 | 1.8375 |
381
+ | 0.349 | 13.83 | 332 | 1.8378 |
382
+ | 0.3148 | 13.88 | 333 | 1.8381 |
383
+ | 0.2371 | 13.92 | 334 | 1.8386 |
384
+ | 0.3977 | 13.96 | 335 | 1.8388 |
385
+ | 0.2817 | 14.0 | 336 | 1.8391 |
386
+ | 0.258 | 14.04 | 337 | 1.8396 |
387
+ | 0.3157 | 14.08 | 338 | 1.8405 |
388
+ | 0.2292 | 14.12 | 339 | 1.8413 |
389
+ | 0.3611 | 14.17 | 340 | 1.8421 |
390
+ | 0.3431 | 14.21 | 341 | 1.8432 |
391
+ | 0.2391 | 14.25 | 342 | 1.8445 |
392
+ | 0.2542 | 14.29 | 343 | 1.8459 |
393
+ | 0.3984 | 14.33 | 344 | 1.8469 |
394
+ | 0.2329 | 14.38 | 345 | 1.8480 |
395
+ | 0.3375 | 14.42 | 346 | 1.8486 |
396
+ | 0.2692 | 14.46 | 347 | 1.8491 |
397
+ | 0.4525 | 14.5 | 348 | 1.8495 |
398
+ | 0.3417 | 14.54 | 349 | 1.8499 |
399
+ | 0.3488 | 14.58 | 350 | 1.8502 |
400
+ | 0.3834 | 14.62 | 351 | 1.8504 |
401
+ | 0.269 | 14.67 | 352 | 1.8507 |
402
+ | 0.2713 | 14.71 | 353 | 1.8510 |
403
+ | 0.2776 | 14.75 | 354 | 1.8514 |
404
+ | 0.3643 | 14.79 | 355 | 1.8518 |
405
+ | 0.3205 | 14.83 | 356 | 1.8521 |
406
+ | 0.305 | 14.88 | 357 | 1.8525 |
407
+ | 0.2691 | 14.92 | 358 | 1.8527 |
408
+ | 0.3422 | 14.96 | 359 | 1.8529 |
409
+ | 0.2489 | 15.0 | 360 | 1.8530 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
410
 
411
 
412
  ### Framework versions