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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
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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: 1.3516
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  ## Model description
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@@ -35,378 +35,723 @@ More information needed
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  The following hyperparameters were used during training:
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  - learning_rate: 0.0001
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- - train_batch_size: 16
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- - eval_batch_size: 16
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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: 20
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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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- | 2.1664 | 0.04 | 1 | 1.8055 |
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- | 2.3197 | 0.08 | 2 | 1.7996 |
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- | 1.8347 | 0.12 | 3 | 1.7885 |
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- | 1.945 | 0.17 | 4 | 1.7732 |
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- | 2.2942 | 0.21 | 5 | 1.7553 |
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- | 1.9688 | 0.25 | 6 | 1.7373 |
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- | 1.7152 | 0.29 | 7 | 1.7200 |
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- | 1.7729 | 0.33 | 8 | 1.7044 |
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- | 2.0102 | 0.38 | 9 | 1.6898 |
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- | 2.0015 | 0.42 | 10 | 1.6755 |
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- | 1.6719 | 0.46 | 11 | 1.6612 |
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- | 1.68 | 0.5 | 12 | 1.6452 |
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- | 1.9285 | 0.54 | 13 | 1.6288 |
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- | 1.8603 | 0.58 | 14 | 1.6130 |
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- | 2.2619 | 0.62 | 15 | 1.5958 |
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- | 1.6485 | 0.67 | 16 | 1.5784 |
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- | 1.845 | 0.71 | 17 | 1.5625 |
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- | 1.7137 | 0.75 | 18 | 1.5464 |
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- | 1.6553 | 0.79 | 19 | 1.5312 |
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- | 1.981 | 0.83 | 20 | 1.5161 |
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- | 1.3079 | 0.88 | 21 | 1.5038 |
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- | 1.5341 | 0.92 | 22 | 1.4930 |
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- | 1.6369 | 0.96 | 23 | 1.4844 |
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- | 2.5189 | 1.0 | 24 | 1.4767 |
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- | 1.3177 | 1.04 | 25 | 1.4702 |
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- | 1.4357 | 1.08 | 26 | 1.4646 |
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- | 1.7583 | 1.12 | 27 | 1.4581 |
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- | 1.6517 | 1.17 | 28 | 1.4533 |
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- | 1.7093 | 1.21 | 29 | 1.4485 |
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- | 1.3521 | 1.25 | 30 | 1.4442 |
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- | 1.4714 | 1.29 | 31 | 1.4399 |
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- | 1.7541 | 1.33 | 32 | 1.4364 |
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- | 1.5828 | 1.38 | 33 | 1.4329 |
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- | 1.64 | 1.42 | 34 | 1.4292 |
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- | 1.5735 | 1.46 | 35 | 1.4257 |
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- | 1.5155 | 1.5 | 36 | 1.4230 |
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- | 1.6881 | 1.54 | 37 | 1.4199 |
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- | 1.4118 | 1.58 | 38 | 1.4183 |
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- | 1.5981 | 1.62 | 39 | 1.4166 |
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- | 1.6888 | 1.67 | 40 | 1.4149 |
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- | 1.4802 | 1.71 | 41 | 1.4139 |
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- | 1.501 | 1.75 | 42 | 1.4119 |
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- | 1.4882 | 1.79 | 43 | 1.4111 |
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- | 1.7281 | 1.83 | 44 | 1.4096 |
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- | 1.5792 | 1.88 | 45 | 1.4080 |
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- | 1.5964 | 1.92 | 46 | 1.4055 |
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- | 1.1762 | 1.96 | 47 | 1.4035 |
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- | 1.2127 | 2.0 | 48 | 1.4023 |
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- | 1.5406 | 2.04 | 49 | 1.4004 |
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- | 1.6261 | 2.08 | 50 | 1.3995 |
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- | 1.6105 | 2.12 | 51 | 1.3981 |
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- | 1.3115 | 2.17 | 52 | 1.3966 |
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- | 1.4817 | 2.21 | 53 | 1.3953 |
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- | 1.3679 | 2.25 | 54 | 1.3942 |
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- | 1.3511 | 2.29 | 55 | 1.3923 |
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- | 1.4458 | 2.33 | 56 | 1.3910 |
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- | 1.1303 | 2.38 | 57 | 1.3908 |
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- | 1.3293 | 2.42 | 58 | 1.3906 |
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- | 1.248 | 2.46 | 59 | 1.3915 |
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- | 1.4307 | 2.5 | 60 | 1.3905 |
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- | 1.6081 | 2.54 | 61 | 1.3880 |
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- | 1.5352 | 2.58 | 62 | 1.3854 |
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- | 1.1685 | 2.62 | 63 | 1.3832 |
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- | 1.5049 | 2.67 | 64 | 1.3812 |
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- | 1.2554 | 2.71 | 65 | 1.3794 |
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- | 1.4978 | 2.75 | 66 | 1.3778 |
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- | 1.3643 | 2.79 | 67 | 1.3761 |
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- | 1.4122 | 2.83 | 68 | 1.3742 |
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- | 1.6356 | 2.88 | 69 | 1.3716 |
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- | 1.5886 | 2.92 | 70 | 1.3688 |
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- | 1.3843 | 2.96 | 71 | 1.3665 |
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- | 1.8691 | 3.0 | 72 | 1.3638 |
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- | 1.33 | 3.04 | 73 | 1.3620 |
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- | 1.2651 | 3.08 | 74 | 1.3605 |
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- | 1.5486 | 3.12 | 75 | 1.3590 |
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- | 1.347 | 3.17 | 76 | 1.3577 |
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- | 1.5603 | 3.21 | 77 | 1.3562 |
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- | 1.6223 | 3.25 | 78 | 1.3542 |
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- | 1.4045 | 3.29 | 79 | 1.3515 |
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- | 1.4092 | 3.33 | 80 | 1.3499 |
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- | 1.1476 | 3.38 | 81 | 1.3496 |
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- | 1.3087 | 3.42 | 82 | 1.3499 |
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- | 1.4861 | 3.46 | 83 | 1.3496 |
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- | 1.4168 | 3.5 | 84 | 1.3487 |
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- | 1.0794 | 3.54 | 85 | 1.3485 |
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- | 1.2572 | 3.58 | 86 | 1.3490 |
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- | 1.5438 | 3.62 | 87 | 1.3490 |
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- | 1.3175 | 3.67 | 88 | 1.3487 |
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- | 1.1355 | 3.71 | 89 | 1.3486 |
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- | 1.4005 | 3.75 | 90 | 1.3486 |
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- | 1.363 | 3.79 | 91 | 1.3487 |
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- | 1.2214 | 3.83 | 92 | 1.3497 |
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- | 1.0884 | 3.88 | 93 | 1.3507 |
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- | 1.3816 | 3.92 | 94 | 1.3517 |
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- | 1.3544 | 3.96 | 95 | 1.3529 |
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- | 1.0685 | 4.0 | 96 | 1.3544 |
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- | 1.4339 | 4.04 | 97 | 1.3563 |
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- | 1.2282 | 4.08 | 98 | 1.3575 |
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- | 1.1425 | 4.12 | 99 | 1.3585 |
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- | 1.4971 | 4.17 | 100 | 1.3585 |
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- | 1.1353 | 4.21 | 101 | 1.3589 |
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- | 1.3451 | 4.25 | 102 | 1.3596 |
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- | 1.2957 | 4.29 | 103 | 1.3600 |
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- | 1.2654 | 4.33 | 104 | 1.3598 |
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- | 1.2395 | 4.38 | 105 | 1.3592 |
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- | 1.1531 | 4.42 | 106 | 1.3587 |
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- | 1.1824 | 4.46 | 107 | 1.3580 |
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- | 1.3588 | 4.5 | 108 | 1.3569 |
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- | 1.3703 | 4.54 | 109 | 1.3548 |
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- | 1.5438 | 4.58 | 110 | 1.3519 |
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- | 1.1184 | 4.62 | 111 | 1.3497 |
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- | 1.3506 | 4.67 | 112 | 1.3466 |
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- | 1.5091 | 4.71 | 113 | 1.3437 |
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- | 1.3477 | 4.75 | 114 | 1.3413 |
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- | 1.3114 | 4.79 | 115 | 1.3395 |
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- | 1.1235 | 4.83 | 116 | 1.3385 |
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- | 1.189 | 4.88 | 117 | 1.3376 |
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- | 1.1811 | 4.92 | 118 | 1.3371 |
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- | 1.2506 | 4.96 | 119 | 1.3374 |
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- | 1.2154 | 5.0 | 120 | 1.3384 |
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- | 1.3547 | 5.04 | 121 | 1.3395 |
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- | 1.4633 | 5.08 | 122 | 1.3398 |
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- | 1.4047 | 5.12 | 123 | 1.3404 |
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- | 1.0155 | 5.17 | 124 | 1.3412 |
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- | 1.2121 | 5.21 | 125 | 1.3427 |
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- | 1.1646 | 5.25 | 126 | 1.3437 |
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- | 1.2765 | 5.29 | 127 | 1.3450 |
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- | 1.1937 | 5.33 | 128 | 1.3455 |
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- | 1.3145 | 5.38 | 129 | 1.3464 |
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- | 1.0305 | 5.42 | 130 | 1.3476 |
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- | 1.4225 | 5.46 | 131 | 1.3486 |
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- | 1.1455 | 5.5 | 132 | 1.3486 |
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- | 1.3314 | 5.54 | 133 | 1.3480 |
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- | 1.4563 | 5.58 | 134 | 1.3470 |
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- | 1.2709 | 5.62 | 135 | 1.3462 |
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- | 1.0006 | 5.67 | 136 | 1.3458 |
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- | 1.2831 | 5.71 | 137 | 1.3456 |
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- | 1.2246 | 5.75 | 138 | 1.3449 |
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- | 1.0799 | 5.79 | 139 | 1.3452 |
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- | 1.2161 | 5.83 | 140 | 1.3445 |
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- | 1.1016 | 5.88 | 141 | 1.3439 |
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- | 1.2136 | 5.92 | 142 | 1.3431 |
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- | 1.0087 | 5.96 | 143 | 1.3431 |
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- | 0.8238 | 6.0 | 144 | 1.3434 |
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- | 1.0138 | 6.04 | 145 | 1.3441 |
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- | 1.2912 | 6.08 | 146 | 1.3443 |
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- | 1.234 | 6.12 | 147 | 1.3444 |
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- | 1.1389 | 6.17 | 148 | 1.3437 |
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- | 1.3006 | 6.21 | 149 | 1.3426 |
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- | 0.978 | 6.25 | 150 | 1.3418 |
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- | 1.0744 | 6.29 | 151 | 1.3413 |
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- | 1.213 | 6.33 | 152 | 1.3418 |
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- | 1.0914 | 6.38 | 153 | 1.3429 |
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- | 1.2845 | 6.42 | 154 | 1.3437 |
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- | 1.1967 | 6.46 | 155 | 1.3445 |
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- | 0.9909 | 6.5 | 156 | 1.3452 |
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- | 1.1752 | 6.54 | 157 | 1.3458 |
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- | 1.3885 | 6.58 | 158 | 1.3461 |
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- | 1.1556 | 6.62 | 159 | 1.3464 |
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- | 0.994 | 6.67 | 160 | 1.3464 |
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- | 1.2133 | 6.71 | 161 | 1.3455 |
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- | 1.1922 | 6.75 | 162 | 1.3441 |
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- | 1.2964 | 6.79 | 163 | 1.3427 |
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- | 1.0437 | 6.83 | 164 | 1.3417 |
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- | 1.1666 | 6.88 | 165 | 1.3409 |
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- | 1.3587 | 6.92 | 166 | 1.3397 |
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- | 1.3096 | 6.96 | 167 | 1.3385 |
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- | 1.1133 | 7.0 | 168 | 1.3378 |
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- | 1.0738 | 7.04 | 169 | 1.3374 |
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- | 1.2147 | 7.08 | 170 | 1.3368 |
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- | 1.135 | 7.12 | 171 | 1.3363 |
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- | 1.2445 | 7.17 | 172 | 1.3357 |
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- | 1.1927 | 7.21 | 173 | 1.3348 |
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- | 1.1672 | 7.25 | 174 | 1.3336 |
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- | 1.0623 | 7.29 | 175 | 1.3332 |
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- | 1.1242 | 7.33 | 176 | 1.3329 |
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- | 1.2888 | 7.38 | 177 | 1.3328 |
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- | 1.196 | 7.42 | 178 | 1.3328 |
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- | 1.2507 | 7.46 | 179 | 1.3330 |
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- | 1.0763 | 7.5 | 180 | 1.3338 |
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- | 0.9774 | 7.54 | 181 | 1.3351 |
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- | 1.1876 | 7.58 | 182 | 1.3369 |
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- | 1.2101 | 7.62 | 183 | 1.3382 |
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- | 1.1968 | 7.67 | 184 | 1.3397 |
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- | 0.8876 | 7.71 | 185 | 1.3416 |
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- | 1.0407 | 7.75 | 186 | 1.3430 |
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- | 1.1468 | 7.79 | 187 | 1.3445 |
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- | 0.981 | 7.83 | 188 | 1.3458 |
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- | 1.1389 | 7.88 | 189 | 1.3465 |
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- | 1.2701 | 7.92 | 190 | 1.3470 |
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- | 1.2079 | 7.96 | 191 | 1.3471 |
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- | 1.4571 | 8.0 | 192 | 1.3471 |
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- | 1.3467 | 8.04 | 193 | 1.3473 |
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- | 1.1879 | 8.08 | 194 | 1.3466 |
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- | 1.0661 | 8.12 | 195 | 1.3459 |
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- | 1.0822 | 8.17 | 196 | 1.3451 |
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- | 0.7801 | 8.21 | 197 | 1.3453 |
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- | 1.1876 | 8.25 | 198 | 1.3451 |
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- | 1.1006 | 8.29 | 199 | 1.3446 |
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- | 1.0083 | 8.33 | 200 | 1.3442 |
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- | 1.1796 | 8.38 | 201 | 1.3436 |
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- | 1.2475 | 8.42 | 202 | 1.3431 |
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- | 0.9513 | 8.46 | 203 | 1.3428 |
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- | 1.1191 | 8.5 | 204 | 1.3422 |
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- | 1.0786 | 8.54 | 205 | 1.3420 |
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- | 1.138 | 8.58 | 206 | 1.3423 |
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- | 1.0057 | 8.62 | 207 | 1.3423 |
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- | 1.2386 | 8.67 | 208 | 1.3423 |
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- | 0.9629 | 8.71 | 209 | 1.3429 |
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- | 1.2914 | 8.75 | 210 | 1.3428 |
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- | 0.938 | 8.79 | 211 | 1.3428 |
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- | 1.1721 | 8.83 | 212 | 1.3429 |
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- | 1.2278 | 8.88 | 213 | 1.3429 |
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- | 0.9463 | 8.92 | 214 | 1.3431 |
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- | 0.9662 | 8.96 | 215 | 1.3433 |
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- | 1.3535 | 9.0 | 216 | 1.3433 |
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- | 0.8468 | 9.04 | 217 | 1.3435 |
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- | 1.1178 | 9.08 | 218 | 1.3438 |
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- | 1.0344 | 9.12 | 219 | 1.3445 |
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- | 1.2105 | 9.17 | 220 | 1.3450 |
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- | 1.0636 | 9.21 | 221 | 1.3449 |
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- | 0.8061 | 9.25 | 222 | 1.3453 |
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- | 1.1739 | 9.29 | 223 | 1.3456 |
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- | 1.1879 | 9.33 | 224 | 1.3459 |
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- | 0.9653 | 9.38 | 225 | 1.3460 |
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- | 0.9331 | 9.42 | 226 | 1.3464 |
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- | 0.998 | 9.46 | 227 | 1.3469 |
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- | 1.2129 | 9.5 | 228 | 1.3471 |
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- | 1.2902 | 9.54 | 229 | 1.3468 |
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- | 0.888 | 9.58 | 230 | 1.3469 |
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- | 0.9717 | 9.62 | 231 | 1.3472 |
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- | 1.2792 | 9.67 | 232 | 1.3475 |
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- | 1.0243 | 9.71 | 233 | 1.3477 |
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- | 1.3012 | 9.75 | 234 | 1.3475 |
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- | 1.0606 | 9.79 | 235 | 1.3470 |
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- | 1.0991 | 9.83 | 236 | 1.3467 |
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- | 1.2828 | 9.88 | 237 | 1.3457 |
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- | 1.2449 | 9.92 | 238 | 1.3449 |
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- | 0.9969 | 9.96 | 239 | 1.3446 |
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- | 1.1315 | 10.0 | 240 | 1.3443 |
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- | 0.9608 | 10.04 | 241 | 1.3445 |
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- | 1.163 | 10.08 | 242 | 1.3448 |
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- | 1.029 | 10.12 | 243 | 1.3450 |
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- | 1.1781 | 10.17 | 244 | 1.3450 |
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- | 1.0766 | 10.21 | 245 | 1.3458 |
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- | 0.804 | 10.25 | 246 | 1.3468 |
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- | 0.881 | 10.29 | 247 | 1.3482 |
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- | 1.1738 | 10.33 | 248 | 1.3492 |
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- | 1.1217 | 10.38 | 249 | 1.3497 |
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- | 0.9642 | 10.42 | 250 | 1.3504 |
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- | 1.0833 | 10.46 | 251 | 1.3509 |
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- | 1.0573 | 10.5 | 252 | 1.3514 |
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- | 1.2313 | 10.54 | 253 | 1.3515 |
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- | 1.007 | 10.58 | 254 | 1.3512 |
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- | 0.8919 | 10.62 | 255 | 1.3509 |
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- | 1.1255 | 10.67 | 256 | 1.3504 |
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- | 0.8156 | 10.71 | 257 | 1.3502 |
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- | 1.1596 | 10.75 | 258 | 1.3503 |
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- | 1.0573 | 10.79 | 259 | 1.3508 |
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- | 0.9606 | 10.83 | 260 | 1.3513 |
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- | 1.1967 | 10.88 | 261 | 1.3511 |
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- | 1.2035 | 10.92 | 262 | 1.3508 |
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- | 1.0998 | 10.96 | 263 | 1.3504 |
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- | 1.0149 | 11.0 | 264 | 1.3501 |
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- | 1.106 | 11.04 | 265 | 1.3498 |
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- | 0.9227 | 11.08 | 266 | 1.3497 |
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- | 1.105 | 11.12 | 267 | 1.3495 |
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- | 1.079 | 11.17 | 268 | 1.3492 |
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- | 1.1853 | 11.21 | 269 | 1.3493 |
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- | 0.9819 | 11.25 | 270 | 1.3496 |
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- | 0.9681 | 11.29 | 271 | 1.3500 |
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- | 1.1715 | 11.33 | 272 | 1.3502 |
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- | 1.1711 | 11.38 | 273 | 1.3504 |
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- | 1.0301 | 11.42 | 274 | 1.3504 |
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- | 1.0097 | 11.46 | 275 | 1.3502 |
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- | 0.9109 | 11.5 | 276 | 1.3501 |
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- | 1.1929 | 11.54 | 277 | 1.3498 |
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- | 1.1418 | 11.58 | 278 | 1.3494 |
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- | 1.2005 | 11.62 | 279 | 1.3488 |
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- | 1.1507 | 11.67 | 280 | 1.3484 |
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- | 1.007 | 11.71 | 281 | 1.3480 |
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- | 0.8808 | 11.75 | 282 | 1.3477 |
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- | 0.7668 | 11.79 | 283 | 1.3479 |
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- | 1.0597 | 11.83 | 284 | 1.3480 |
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- | 1.0563 | 11.88 | 285 | 1.3483 |
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- | 0.7806 | 11.92 | 286 | 1.3487 |
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- | 1.233 | 11.96 | 287 | 1.3490 |
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- | 0.9242 | 12.0 | 288 | 1.3493 |
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- | 1.1043 | 12.04 | 289 | 1.3491 |
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- | 0.9379 | 12.08 | 290 | 1.3489 |
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- | 0.8592 | 12.12 | 291 | 1.3487 |
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- | 1.0302 | 12.17 | 292 | 1.3485 |
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- | 1.1544 | 12.21 | 293 | 1.3483 |
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- | 1.0905 | 12.25 | 294 | 1.3480 |
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- | 0.9576 | 12.29 | 295 | 1.3480 |
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- | 0.8627 | 12.33 | 296 | 1.3480 |
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- | 0.8748 | 12.38 | 297 | 1.3482 |
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- | 1.2431 | 12.42 | 298 | 1.3485 |
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- | 0.9514 | 12.46 | 299 | 1.3487 |
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- | 0.9526 | 12.5 | 300 | 1.3487 |
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- | 0.9222 | 12.54 | 301 | 1.3489 |
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- | 0.9418 | 12.58 | 302 | 1.3491 |
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- | 1.0765 | 12.62 | 303 | 1.3492 |
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- | 1.007 | 12.67 | 304 | 1.3493 |
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- | 1.1301 | 12.71 | 305 | 1.3494 |
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- | 1.0612 | 12.75 | 306 | 1.3495 |
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- | 0.7988 | 12.79 | 307 | 1.3495 |
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- | 1.2483 | 12.83 | 308 | 1.3493 |
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- | 0.9587 | 12.88 | 309 | 1.3492 |
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- | 1.0277 | 12.92 | 310 | 1.3490 |
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- | 1.085 | 12.96 | 311 | 1.3490 |
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- | 0.9661 | 13.0 | 312 | 1.3489 |
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- | 0.9396 | 13.04 | 313 | 1.3490 |
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- | 0.8657 | 13.08 | 314 | 1.3492 |
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- | 1.0302 | 13.12 | 315 | 1.3495 |
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- | 0.877 | 13.17 | 316 | 1.3499 |
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- | 1.0629 | 13.21 | 317 | 1.3503 |
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- | 1.1157 | 13.25 | 318 | 1.3505 |
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- | 0.9327 | 13.29 | 319 | 1.3506 |
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- | 0.8881 | 13.33 | 320 | 1.3509 |
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- | 0.8696 | 13.38 | 321 | 1.3512 |
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- | 0.9604 | 13.42 | 322 | 1.3514 |
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- | 1.1611 | 13.46 | 323 | 1.3515 |
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- | 0.9612 | 13.5 | 324 | 1.3516 |
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- | 1.0779 | 13.54 | 325 | 1.3515 |
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- | 1.0823 | 13.58 | 326 | 1.3514 |
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- | 1.0548 | 13.62 | 327 | 1.3514 |
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- | 1.099 | 13.67 | 328 | 1.3513 |
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- | 1.0892 | 13.71 | 329 | 1.3511 |
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- | 1.1729 | 13.75 | 330 | 1.3510 |
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- | 0.9449 | 13.79 | 331 | 1.3509 |
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- | 1.1423 | 13.83 | 332 | 1.3507 |
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- | 1.0322 | 13.88 | 333 | 1.3507 |
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- | 0.8021 | 13.92 | 334 | 1.3508 |
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- | 1.2308 | 13.96 | 335 | 1.3508 |
385
- | 0.9415 | 14.0 | 336 | 1.3508 |
386
- | 0.9796 | 14.04 | 337 | 1.3508 |
387
- | 0.9764 | 14.08 | 338 | 1.3509 |
388
- | 0.8994 | 14.12 | 339 | 1.3509 |
389
- | 1.0552 | 14.17 | 340 | 1.3509 |
390
- | 1.1901 | 14.21 | 341 | 1.3509 |
391
- | 0.9142 | 14.25 | 342 | 1.3509 |
392
- | 0.8429 | 14.29 | 343 | 1.3510 |
393
- | 1.1567 | 14.33 | 344 | 1.3510 |
394
- | 0.7431 | 14.38 | 345 | 1.3511 |
395
- | 1.0394 | 14.42 | 346 | 1.3511 |
396
- | 0.9096 | 14.46 | 347 | 1.3512 |
397
- | 1.2756 | 14.5 | 348 | 1.3512 |
398
- | 0.9605 | 14.54 | 349 | 1.3512 |
399
- | 1.1898 | 14.58 | 350 | 1.3513 |
400
- | 1.1416 | 14.62 | 351 | 1.3513 |
401
- | 0.9723 | 14.67 | 352 | 1.3513 |
402
- | 0.8913 | 14.71 | 353 | 1.3514 |
403
- | 0.9704 | 14.75 | 354 | 1.3514 |
404
- | 1.1285 | 14.79 | 355 | 1.3515 |
405
- | 1.0252 | 14.83 | 356 | 1.3515 |
406
- | 1.0035 | 14.88 | 357 | 1.3515 |
407
- | 0.8794 | 14.92 | 358 | 1.3516 |
408
- | 1.0658 | 14.96 | 359 | 1.3516 |
409
- | 0.8244 | 15.0 | 360 | 1.3516 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
410
 
411
 
412
  ### 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: 1.2355
19
 
20
  ## Model description
21
 
 
35
 
36
  The following hyperparameters were used during training:
37
  - learning_rate: 0.0001
38
+ - train_batch_size: 8
39
+ - eval_batch_size: 8
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: 41
44
  - num_epochs: 15
45
 
46
  ### Training results
47
 
48
  | Training Loss | Epoch | Step | Validation Loss |
49
  |:-------------:|:-----:|:----:|:---------------:|
50
+ | 1.9667 | 0.02 | 1 | 1.6464 |
51
+ | 2.4545 | 0.04 | 2 | 1.6443 |
52
+ | 2.4361 | 0.06 | 3 | 1.6400 |
53
+ | 2.1706 | 0.09 | 4 | 1.6340 |
54
+ | 1.8817 | 0.11 | 5 | 1.6263 |
55
+ | 1.7807 | 0.13 | 6 | 1.6177 |
56
+ | 1.948 | 0.15 | 7 | 1.6087 |
57
+ | 2.105 | 0.17 | 8 | 1.5986 |
58
+ | 2.3075 | 0.19 | 9 | 1.5886 |
59
+ | 2.2806 | 0.21 | 10 | 1.5780 |
60
+ | 1.7889 | 0.23 | 11 | 1.5675 |
61
+ | 2.0699 | 0.26 | 12 | 1.5571 |
62
+ | 1.6099 | 0.28 | 13 | 1.5468 |
63
+ | 1.739 | 0.3 | 14 | 1.5357 |
64
+ | 1.8916 | 0.32 | 15 | 1.5257 |
65
+ | 1.709 | 0.34 | 16 | 1.5157 |
66
+ | 1.6401 | 0.36 | 17 | 1.5061 |
67
+ | 2.1285 | 0.38 | 18 | 1.4964 |
68
+ | 1.9514 | 0.4 | 19 | 1.4866 |
69
+ | 1.8444 | 0.43 | 20 | 1.4766 |
70
+ | 1.5476 | 0.45 | 21 | 1.4668 |
71
+ | 1.6058 | 0.47 | 22 | 1.4559 |
72
+ | 1.4958 | 0.49 | 23 | 1.4449 |
73
+ | 1.6716 | 0.51 | 24 | 1.4328 |
74
+ | 1.3041 | 0.53 | 25 | 1.4220 |
75
+ | 2.3662 | 0.55 | 26 | 1.4107 |
76
+ | 2.0195 | 0.57 | 27 | 1.3997 |
77
+ | 1.5151 | 0.6 | 28 | 1.3897 |
78
+ | 2.0098 | 0.62 | 29 | 1.3796 |
79
+ | 2.232 | 0.64 | 30 | 1.3703 |
80
+ | 1.352 | 0.66 | 31 | 1.3615 |
81
+ | 1.7479 | 0.68 | 32 | 1.3532 |
82
+ | 1.756 | 0.7 | 33 | 1.3458 |
83
+ | 1.7509 | 0.72 | 34 | 1.3387 |
84
+ | 1.888 | 0.74 | 35 | 1.3317 |
85
+ | 1.5797 | 0.77 | 36 | 1.3256 |
86
+ | 1.74 | 0.79 | 37 | 1.3201 |
87
+ | 1.6288 | 0.81 | 38 | 1.3151 |
88
+ | 1.7669 | 0.83 | 39 | 1.3099 |
89
+ | 2.101 | 0.85 | 40 | 1.3045 |
90
+ | 1.322 | 0.87 | 41 | 1.3004 |
91
+ | 1.2121 | 0.89 | 42 | 1.2976 |
92
+ | 1.6025 | 0.91 | 43 | 1.2954 |
93
+ | 1.3643 | 0.94 | 44 | 1.2930 |
94
+ | 1.6701 | 0.96 | 45 | 1.2917 |
95
+ | 1.4029 | 0.98 | 46 | 1.2914 |
96
+ | 2.7487 | 1.0 | 47 | 1.2906 |
97
+ | 1.3429 | 1.02 | 48 | 1.2902 |
98
+ | 1.1366 | 1.04 | 49 | 1.2909 |
99
+ | 1.1554 | 1.06 | 50 | 1.2927 |
100
+ | 1.7526 | 1.09 | 51 | 1.2928 |
101
+ | 1.474 | 1.11 | 52 | 1.2910 |
102
+ | 1.863 | 1.13 | 53 | 1.2876 |
103
+ | 1.9122 | 1.15 | 54 | 1.2837 |
104
+ | 1.4084 | 1.17 | 55 | 1.2787 |
105
+ | 1.7607 | 1.19 | 56 | 1.2731 |
106
+ | 1.6029 | 1.21 | 57 | 1.2669 |
107
+ | 1.0863 | 1.23 | 58 | 1.2620 |
108
+ | 1.4262 | 1.26 | 59 | 1.2576 |
109
+ | 1.0527 | 1.28 | 60 | 1.2546 |
110
+ | 1.6006 | 1.3 | 61 | 1.2508 |
111
+ | 1.6631 | 1.32 | 62 | 1.2468 |
112
+ | 1.6574 | 1.34 | 63 | 1.2432 |
113
+ | 1.5513 | 1.36 | 64 | 1.2399 |
114
+ | 1.5335 | 1.38 | 65 | 1.2368 |
115
+ | 1.6789 | 1.4 | 66 | 1.2332 |
116
+ | 1.5144 | 1.43 | 67 | 1.2298 |
117
+ | 1.3471 | 1.45 | 68 | 1.2276 |
118
+ | 1.8718 | 1.47 | 69 | 1.2255 |
119
+ | 1.3126 | 1.49 | 70 | 1.2241 |
120
+ | 1.5729 | 1.51 | 71 | 1.2229 |
121
+ | 1.7027 | 1.53 | 72 | 1.2216 |
122
+ | 1.4672 | 1.55 | 73 | 1.2204 |
123
+ | 1.5982 | 1.57 | 74 | 1.2193 |
124
+ | 1.0943 | 1.6 | 75 | 1.2197 |
125
+ | 1.5396 | 1.62 | 76 | 1.2201 |
126
+ | 1.7971 | 1.64 | 77 | 1.2200 |
127
+ | 1.5562 | 1.66 | 78 | 1.2201 |
128
+ | 1.8446 | 1.68 | 79 | 1.2199 |
129
+ | 1.4402 | 1.7 | 80 | 1.2189 |
130
+ | 1.4202 | 1.72 | 81 | 1.2189 |
131
+ | 1.2645 | 1.74 | 82 | 1.2191 |
132
+ | 1.7016 | 1.77 | 83 | 1.2192 |
133
+ | 1.454 | 1.79 | 84 | 1.2198 |
134
+ | 1.229 | 1.81 | 85 | 1.2212 |
135
+ | 1.6632 | 1.83 | 86 | 1.2221 |
136
+ | 1.7068 | 1.85 | 87 | 1.2227 |
137
+ | 0.9776 | 1.87 | 88 | 1.2246 |
138
+ | 1.6608 | 1.89 | 89 | 1.2263 |
139
+ | 1.7359 | 1.91 | 90 | 1.2270 |
140
+ | 1.2871 | 1.94 | 91 | 1.2275 |
141
+ | 1.0407 | 1.96 | 92 | 1.2286 |
142
+ | 1.3798 | 1.98 | 93 | 1.2290 |
143
+ | 1.0639 | 2.0 | 94 | 1.2296 |
144
+ | 1.3378 | 2.02 | 95 | 1.2293 |
145
+ | 1.6735 | 2.04 | 96 | 1.2289 |
146
+ | 1.5583 | 2.06 | 97 | 1.2281 |
147
+ | 1.6152 | 2.09 | 98 | 1.2269 |
148
+ | 1.274 | 2.11 | 99 | 1.2246 |
149
+ | 1.6458 | 2.13 | 100 | 1.2219 |
150
+ | 1.0769 | 2.15 | 101 | 1.2204 |
151
+ | 1.3137 | 2.17 | 102 | 1.2181 |
152
+ | 1.2746 | 2.19 | 103 | 1.2165 |
153
+ | 1.3584 | 2.21 | 104 | 1.2153 |
154
+ | 1.3399 | 2.23 | 105 | 1.2144 |
155
+ | 1.1962 | 2.26 | 106 | 1.2134 |
156
+ | 1.4782 | 2.28 | 107 | 1.2118 |
157
+ | 1.0676 | 2.3 | 108 | 1.2109 |
158
+ | 1.3653 | 2.32 | 109 | 1.2104 |
159
+ | 1.4322 | 2.34 | 110 | 1.2092 |
160
+ | 1.3757 | 2.36 | 111 | 1.2085 |
161
+ | 0.8468 | 2.38 | 112 | 1.2088 |
162
+ | 1.4621 | 2.4 | 113 | 1.2084 |
163
+ | 1.2588 | 2.43 | 114 | 1.2086 |
164
+ | 1.0934 | 2.45 | 115 | 1.2089 |
165
+ | 1.1923 | 2.47 | 116 | 1.2100 |
166
+ | 1.2989 | 2.49 | 117 | 1.2105 |
167
+ | 1.4685 | 2.51 | 118 | 1.2099 |
168
+ | 1.5793 | 2.53 | 119 | 1.2094 |
169
+ | 1.5058 | 2.55 | 120 | 1.2087 |
170
+ | 1.3849 | 2.57 | 121 | 1.2085 |
171
+ | 1.7642 | 2.6 | 122 | 1.2074 |
172
+ | 1.2858 | 2.62 | 123 | 1.2062 |
173
+ | 1.0106 | 2.64 | 124 | 1.2057 |
174
+ | 1.5447 | 2.66 | 125 | 1.2048 |
175
+ | 1.3997 | 2.68 | 126 | 1.2045 |
176
+ | 1.2507 | 2.7 | 127 | 1.2048 |
177
+ | 1.0845 | 2.72 | 128 | 1.2050 |
178
+ | 1.3003 | 2.74 | 129 | 1.2057 |
179
+ | 1.5281 | 2.77 | 130 | 1.2073 |
180
+ | 1.0856 | 2.79 | 131 | 1.2091 |
181
+ | 1.5316 | 2.81 | 132 | 1.2104 |
182
+ | 1.5002 | 2.83 | 133 | 1.2113 |
183
+ | 1.2596 | 2.85 | 134 | 1.2119 |
184
+ | 1.3849 | 2.87 | 135 | 1.2123 |
185
+ | 1.6906 | 2.89 | 136 | 1.2117 |
186
+ | 1.5706 | 2.91 | 137 | 1.2100 |
187
+ | 1.623 | 2.94 | 138 | 1.2073 |
188
+ | 1.5116 | 2.96 | 139 | 1.2045 |
189
+ | 1.0376 | 2.98 | 140 | 1.2024 |
190
+ | 1.7914 | 3.0 | 141 | 1.2000 |
191
+ | 1.3306 | 3.02 | 142 | 1.1977 |
192
+ | 1.1926 | 3.04 | 143 | 1.1956 |
193
+ | 1.3087 | 3.06 | 144 | 1.1938 |
194
+ | 1.1353 | 3.09 | 145 | 1.1921 |
195
+ | 1.5161 | 3.11 | 146 | 1.1897 |
196
+ | 1.1842 | 3.13 | 147 | 1.1876 |
197
+ | 1.407 | 3.15 | 148 | 1.1856 |
198
+ | 1.213 | 3.17 | 149 | 1.1842 |
199
+ | 1.5212 | 3.19 | 150 | 1.1831 |
200
+ | 1.4898 | 3.21 | 151 | 1.1818 |
201
+ | 1.4041 | 3.23 | 152 | 1.1806 |
202
+ | 1.4567 | 3.26 | 153 | 1.1794 |
203
+ | 1.3061 | 3.28 | 154 | 1.1779 |
204
+ | 1.4033 | 3.3 | 155 | 1.1768 |
205
+ | 1.3228 | 3.32 | 156 | 1.1762 |
206
+ | 1.3397 | 3.34 | 157 | 1.1761 |
207
+ | 1.0637 | 3.36 | 158 | 1.1762 |
208
+ | 1.1256 | 3.38 | 159 | 1.1772 |
209
+ | 1.1232 | 3.4 | 160 | 1.1785 |
210
+ | 1.2295 | 3.43 | 161 | 1.1797 |
211
+ | 1.3916 | 3.45 | 162 | 1.1811 |
212
+ | 1.4738 | 3.47 | 163 | 1.1822 |
213
+ | 1.2466 | 3.49 | 164 | 1.1831 |
214
+ | 1.4013 | 3.51 | 165 | 1.1834 |
215
+ | 1.0512 | 3.53 | 166 | 1.1839 |
216
+ | 0.9767 | 3.55 | 167 | 1.1846 |
217
+ | 1.1432 | 3.57 | 168 | 1.1849 |
218
+ | 1.2935 | 3.6 | 169 | 1.1855 |
219
+ | 1.2865 | 3.62 | 170 | 1.1859 |
220
+ | 1.487 | 3.64 | 171 | 1.1859 |
221
+ | 1.3381 | 3.66 | 172 | 1.1856 |
222
+ | 1.2626 | 3.68 | 173 | 1.1855 |
223
+ | 1.2248 | 3.7 | 174 | 1.1850 |
224
+ | 0.9318 | 3.72 | 175 | 1.1859 |
225
+ | 1.3223 | 3.74 | 176 | 1.1867 |
226
+ | 1.3226 | 3.77 | 177 | 1.1880 |
227
+ | 1.3931 | 3.79 | 178 | 1.1891 |
228
+ | 1.2752 | 3.81 | 179 | 1.1904 |
229
+ | 1.047 | 3.83 | 180 | 1.1924 |
230
+ | 1.1886 | 3.85 | 181 | 1.1944 |
231
+ | 1.2285 | 3.87 | 182 | 1.1961 |
232
+ | 0.8821 | 3.89 | 183 | 1.1989 |
233
+ | 1.1705 | 3.91 | 184 | 1.2014 |
234
+ | 1.4242 | 3.94 | 185 | 1.2031 |
235
+ | 1.2853 | 3.96 | 186 | 1.2044 |
236
+ | 1.3986 | 3.98 | 187 | 1.2044 |
237
+ | 0.995 | 4.0 | 188 | 1.2040 |
238
+ | 1.4626 | 4.02 | 189 | 1.2036 |
239
+ | 1.2084 | 4.04 | 190 | 1.2029 |
240
+ | 1.2624 | 4.06 | 191 | 1.2020 |
241
+ | 1.0631 | 4.09 | 192 | 1.2006 |
242
+ | 1.0948 | 4.11 | 193 | 1.1984 |
243
+ | 1.1124 | 4.13 | 194 | 1.1961 |
244
+ | 1.493 | 4.15 | 195 | 1.1931 |
245
+ | 1.1308 | 4.17 | 196 | 1.1906 |
246
+ | 0.9889 | 4.19 | 197 | 1.1888 |
247
+ | 0.9871 | 4.21 | 198 | 1.1880 |
248
+ | 1.3625 | 4.23 | 199 | 1.1874 |
249
+ | 1.0979 | 4.26 | 200 | 1.1868 |
250
+ | 1.1923 | 4.28 | 201 | 1.1867 |
251
+ | 1.2575 | 4.3 | 202 | 1.1863 |
252
+ | 1.0115 | 4.32 | 203 | 1.1861 |
253
+ | 1.2956 | 4.34 | 204 | 1.1857 |
254
+ | 1.3653 | 4.36 | 205 | 1.1856 |
255
+ | 0.9581 | 4.38 | 206 | 1.1864 |
256
+ | 0.9203 | 4.4 | 207 | 1.1876 |
257
+ | 1.1975 | 4.43 | 208 | 1.1892 |
258
+ | 1.1205 | 4.45 | 209 | 1.1908 |
259
+ | 1.0527 | 4.47 | 210 | 1.1924 |
260
+ | 1.5056 | 4.49 | 211 | 1.1935 |
261
+ | 1.1822 | 4.51 | 212 | 1.1946 |
262
+ | 1.4337 | 4.53 | 213 | 1.1948 |
263
+ | 1.0364 | 4.55 | 214 | 1.1954 |
264
+ | 1.4977 | 4.57 | 215 | 1.1948 |
265
+ | 1.5055 | 4.6 | 216 | 1.1932 |
266
+ | 1.0352 | 4.62 | 217 | 1.1924 |
267
+ | 1.084 | 4.64 | 218 | 1.1922 |
268
+ | 1.1441 | 4.66 | 219 | 1.1911 |
269
+ | 1.4411 | 4.68 | 220 | 1.1894 |
270
+ | 1.6655 | 4.7 | 221 | 1.1873 |
271
+ | 1.1853 | 4.72 | 222 | 1.1860 |
272
+ | 1.3747 | 4.74 | 223 | 1.1841 |
273
+ | 1.1934 | 4.77 | 224 | 1.1831 |
274
+ | 1.2477 | 4.79 | 225 | 1.1824 |
275
+ | 1.3121 | 4.81 | 226 | 1.1817 |
276
+ | 1.1818 | 4.83 | 227 | 1.1809 |
277
+ | 0.9407 | 4.85 | 228 | 1.1804 |
278
+ | 1.303 | 4.87 | 229 | 1.1792 |
279
+ | 1.0454 | 4.89 | 230 | 1.1779 |
280
+ | 1.2141 | 4.91 | 231 | 1.1770 |
281
+ | 1.0324 | 4.94 | 232 | 1.1763 |
282
+ | 1.4047 | 4.96 | 233 | 1.1754 |
283
+ | 0.9807 | 4.98 | 234 | 1.1755 |
284
+ | 1.0778 | 5.0 | 235 | 1.1756 |
285
+ | 1.2506 | 5.02 | 236 | 1.1762 |
286
+ | 1.2868 | 5.04 | 237 | 1.1769 |
287
+ | 1.1988 | 5.06 | 238 | 1.1774 |
288
+ | 1.3789 | 5.09 | 239 | 1.1774 |
289
+ | 1.3524 | 5.11 | 240 | 1.1778 |
290
+ | 1.2539 | 5.13 | 241 | 1.1782 |
291
+ | 0.9897 | 5.15 | 242 | 1.1789 |
292
+ | 0.8569 | 5.17 | 243 | 1.1794 |
293
+ | 1.0817 | 5.19 | 244 | 1.1805 |
294
+ | 1.0787 | 5.21 | 245 | 1.1814 |
295
+ | 1.2513 | 5.23 | 246 | 1.1823 |
296
+ | 0.9568 | 5.26 | 247 | 1.1830 |
297
+ | 1.4582 | 5.28 | 248 | 1.1833 |
298
+ | 0.937 | 5.3 | 249 | 1.1840 |
299
+ | 1.0291 | 5.32 | 250 | 1.1855 |
300
+ | 1.0047 | 5.34 | 251 | 1.1867 |
301
+ | 1.2426 | 5.36 | 252 | 1.1879 |
302
+ | 1.1143 | 5.38 | 253 | 1.1895 |
303
+ | 0.9608 | 5.4 | 254 | 1.1905 |
304
+ | 0.8095 | 5.43 | 255 | 1.1909 |
305
+ | 1.3595 | 5.45 | 256 | 1.1911 |
306
+ | 1.0627 | 5.47 | 257 | 1.1911 |
307
+ | 0.9898 | 5.49 | 258 | 1.1909 |
308
+ | 0.9931 | 5.51 | 259 | 1.1906 |
309
+ | 1.1374 | 5.53 | 260 | 1.1898 |
310
+ | 1.3457 | 5.55 | 261 | 1.1885 |
311
+ | 1.2375 | 5.57 | 262 | 1.1875 |
312
+ | 1.4788 | 5.6 | 263 | 1.1865 |
313
+ | 1.2088 | 5.62 | 264 | 1.1857 |
314
+ | 1.266 | 5.64 | 265 | 1.1847 |
315
+ | 0.9349 | 5.66 | 266 | 1.1849 |
316
+ | 0.726 | 5.68 | 267 | 1.1858 |
317
+ | 1.002 | 5.7 | 268 | 1.1867 |
318
+ | 1.3502 | 5.72 | 269 | 1.1876 |
319
+ | 1.0362 | 5.74 | 270 | 1.1886 |
320
+ | 1.2812 | 5.77 | 271 | 1.1887 |
321
+ | 0.8987 | 5.79 | 272 | 1.1893 |
322
+ | 1.044 | 5.81 | 273 | 1.1903 |
323
+ | 1.0796 | 5.83 | 274 | 1.1909 |
324
+ | 1.1613 | 5.85 | 275 | 1.1912 |
325
+ | 0.9256 | 5.87 | 276 | 1.1915 |
326
+ | 1.0668 | 5.89 | 277 | 1.1916 |
327
+ | 0.8857 | 5.91 | 278 | 1.1913 |
328
+ | 1.2915 | 5.94 | 279 | 1.1905 |
329
+ | 1.1701 | 5.96 | 280 | 1.1897 |
330
+ | 0.8379 | 5.98 | 281 | 1.1894 |
331
+ | 0.8857 | 6.0 | 282 | 1.1893 |
332
+ | 1.0643 | 6.02 | 283 | 1.1892 |
333
+ | 0.6472 | 6.04 | 284 | 1.1893 |
334
+ | 0.9508 | 6.06 | 285 | 1.1893 |
335
+ | 1.2486 | 6.09 | 286 | 1.1895 |
336
+ | 1.0606 | 6.11 | 287 | 1.1901 |
337
+ | 1.2126 | 6.13 | 288 | 1.1905 |
338
+ | 1.0849 | 6.15 | 289 | 1.1911 |
339
+ | 0.9876 | 6.17 | 290 | 1.1922 |
340
+ | 1.0195 | 6.19 | 291 | 1.1932 |
341
+ | 1.1427 | 6.21 | 292 | 1.1937 |
342
+ | 0.975 | 6.23 | 293 | 1.1942 |
343
+ | 0.7155 | 6.26 | 294 | 1.1952 |
344
+ | 1.2893 | 6.28 | 295 | 1.1962 |
345
+ | 0.7985 | 6.3 | 296 | 1.1974 |
346
+ | 1.0161 | 6.32 | 297 | 1.1991 |
347
+ | 0.9194 | 6.34 | 298 | 1.2017 |
348
+ | 0.9292 | 6.36 | 299 | 1.2041 |
349
+ | 1.0484 | 6.38 | 300 | 1.2064 |
350
+ | 1.2873 | 6.4 | 301 | 1.2081 |
351
+ | 1.0052 | 6.43 | 302 | 1.2100 |
352
+ | 1.0546 | 6.45 | 303 | 1.2117 |
353
+ | 1.0157 | 6.47 | 304 | 1.2131 |
354
+ | 0.9218 | 6.49 | 305 | 1.2142 |
355
+ | 0.801 | 6.51 | 306 | 1.2155 |
356
+ | 1.0598 | 6.53 | 307 | 1.2165 |
357
+ | 0.9959 | 6.55 | 308 | 1.2176 |
358
+ | 1.087 | 6.57 | 309 | 1.2189 |
359
+ | 1.4722 | 6.6 | 310 | 1.2192 |
360
+ | 0.9014 | 6.62 | 311 | 1.2196 |
361
+ | 1.0947 | 6.64 | 312 | 1.2200 |
362
+ | 1.0382 | 6.66 | 313 | 1.2198 |
363
+ | 0.858 | 6.68 | 314 | 1.2192 |
364
+ | 0.9865 | 6.7 | 315 | 1.2184 |
365
+ | 1.2978 | 6.72 | 316 | 1.2169 |
366
+ | 1.0321 | 6.74 | 317 | 1.2157 |
367
+ | 1.0643 | 6.77 | 318 | 1.2143 |
368
+ | 1.2922 | 6.79 | 319 | 1.2123 |
369
+ | 0.9979 | 6.81 | 320 | 1.2108 |
370
+ | 0.9959 | 6.83 | 321 | 1.2092 |
371
+ | 0.8715 | 6.85 | 322 | 1.2084 |
372
+ | 0.9744 | 6.87 | 323 | 1.2079 |
373
+ | 1.2371 | 6.89 | 324 | 1.2073 |
374
+ | 1.1729 | 6.91 | 325 | 1.2062 |
375
+ | 1.3964 | 6.94 | 326 | 1.2044 |
376
+ | 0.9163 | 6.96 | 327 | 1.2029 |
377
+ | 1.5975 | 6.98 | 328 | 1.2010 |
378
+ | 1.0804 | 7.0 | 329 | 1.1995 |
379
+ | 1.0323 | 7.02 | 330 | 1.1991 |
380
+ | 0.9406 | 7.04 | 331 | 1.1989 |
381
+ | 1.0921 | 7.06 | 332 | 1.1985 |
382
+ | 1.0013 | 7.09 | 333 | 1.1985 |
383
+ | 0.9852 | 7.11 | 334 | 1.1986 |
384
+ | 1.1076 | 7.13 | 335 | 1.1984 |
385
+ | 0.9244 | 7.15 | 336 | 1.1986 |
386
+ | 1.1296 | 7.17 | 337 | 1.1988 |
387
+ | 1.0143 | 7.19 | 338 | 1.1990 |
388
+ | 1.1623 | 7.21 | 339 | 1.1994 |
389
+ | 0.9863 | 7.23 | 340 | 1.2004 |
390
+ | 1.1909 | 7.26 | 341 | 1.2011 |
391
+ | 0.6969 | 7.28 | 342 | 1.2022 |
392
+ | 1.2884 | 7.3 | 343 | 1.2028 |
393
+ | 1.0522 | 7.32 | 344 | 1.2033 |
394
+ | 1.0197 | 7.34 | 345 | 1.2038 |
395
+ | 1.0357 | 7.36 | 346 | 1.2047 |
396
+ | 1.3089 | 7.38 | 347 | 1.2053 |
397
+ | 0.8648 | 7.4 | 348 | 1.2064 |
398
+ | 1.2338 | 7.43 | 349 | 1.2067 |
399
+ | 1.3109 | 7.45 | 350 | 1.2066 |
400
+ | 0.9705 | 7.47 | 351 | 1.2067 |
401
+ | 0.9489 | 7.49 | 352 | 1.2068 |
402
+ | 0.8943 | 7.51 | 353 | 1.2064 |
403
+ | 0.8248 | 7.53 | 354 | 1.2062 |
404
+ | 1.0269 | 7.55 | 355 | 1.2058 |
405
+ | 1.0779 | 7.57 | 356 | 1.2052 |
406
+ | 1.0896 | 7.6 | 357 | 1.2048 |
407
+ | 0.8612 | 7.62 | 358 | 1.2042 |
408
+ | 1.1585 | 7.64 | 359 | 1.2039 |
409
+ | 1.2301 | 7.66 | 360 | 1.2029 |
410
+ | 1.0214 | 7.68 | 361 | 1.2020 |
411
+ | 0.8139 | 7.7 | 362 | 1.2011 |
412
+ | 0.7917 | 7.72 | 363 | 1.2007 |
413
+ | 1.1115 | 7.74 | 364 | 1.2003 |
414
+ | 0.6928 | 7.77 | 365 | 1.2002 |
415
+ | 1.102 | 7.79 | 366 | 1.1998 |
416
+ | 1.0183 | 7.81 | 367 | 1.2000 |
417
+ | 0.8946 | 7.83 | 368 | 1.2000 |
418
+ | 0.8605 | 7.85 | 369 | 1.2006 |
419
+ | 1.0517 | 7.87 | 370 | 1.2007 |
420
+ | 1.0663 | 7.89 | 371 | 1.2006 |
421
+ | 1.0523 | 7.91 | 372 | 1.2010 |
422
+ | 1.2151 | 7.94 | 373 | 1.2013 |
423
+ | 1.0897 | 7.96 | 374 | 1.2013 |
424
+ | 1.1518 | 7.98 | 375 | 1.2013 |
425
+ | 1.3891 | 8.0 | 376 | 1.2017 |
426
+ | 1.3617 | 8.02 | 377 | 1.2015 |
427
+ | 1.0901 | 8.04 | 378 | 1.2018 |
428
+ | 1.5281 | 8.06 | 379 | 1.2015 |
429
+ | 0.7301 | 8.09 | 380 | 1.2013 |
430
+ | 0.95 | 8.11 | 381 | 1.2011 |
431
+ | 1.0097 | 8.13 | 382 | 1.2008 |
432
+ | 1.0254 | 8.15 | 383 | 1.2004 |
433
+ | 1.0425 | 8.17 | 384 | 1.2000 |
434
+ | 0.7891 | 8.19 | 385 | 1.2006 |
435
+ | 0.5937 | 8.21 | 386 | 1.2016 |
436
+ | 1.2323 | 8.23 | 387 | 1.2026 |
437
+ | 0.7101 | 8.26 | 388 | 1.2038 |
438
+ | 0.9621 | 8.28 | 389 | 1.2046 |
439
+ | 1.0163 | 8.3 | 390 | 1.2052 |
440
+ | 0.9164 | 8.32 | 391 | 1.2057 |
441
+ | 1.0047 | 8.34 | 392 | 1.2056 |
442
+ | 1.206 | 8.36 | 393 | 1.2052 |
443
+ | 0.8669 | 8.38 | 394 | 1.2052 |
444
+ | 1.3794 | 8.4 | 395 | 1.2049 |
445
+ | 0.9991 | 8.43 | 396 | 1.2047 |
446
+ | 0.9352 | 8.45 | 397 | 1.2047 |
447
+ | 0.7621 | 8.47 | 398 | 1.2048 |
448
+ | 0.9343 | 8.49 | 399 | 1.2055 |
449
+ | 1.004 | 8.51 | 400 | 1.2058 |
450
+ | 0.8509 | 8.53 | 401 | 1.2063 |
451
+ | 1.038 | 8.55 | 402 | 1.2067 |
452
+ | 0.8357 | 8.57 | 403 | 1.2073 |
453
+ | 1.1329 | 8.6 | 404 | 1.2075 |
454
+ | 0.6185 | 8.62 | 405 | 1.2082 |
455
+ | 1.1308 | 8.64 | 406 | 1.2084 |
456
+ | 1.2186 | 8.66 | 407 | 1.2080 |
457
+ | 0.9866 | 8.68 | 408 | 1.2077 |
458
+ | 1.1335 | 8.7 | 409 | 1.2079 |
459
+ | 0.6568 | 8.72 | 410 | 1.2089 |
460
+ | 1.0745 | 8.74 | 411 | 1.2098 |
461
+ | 1.2385 | 8.77 | 412 | 1.2100 |
462
+ | 0.9554 | 8.79 | 413 | 1.2109 |
463
+ | 0.7232 | 8.81 | 414 | 1.2117 |
464
+ | 1.0016 | 8.83 | 415 | 1.2118 |
465
+ | 1.0813 | 8.85 | 416 | 1.2117 |
466
+ | 0.9908 | 8.87 | 417 | 1.2110 |
467
+ | 1.2274 | 8.89 | 418 | 1.2101 |
468
+ | 0.9004 | 8.91 | 419 | 1.2092 |
469
+ | 0.8995 | 8.94 | 420 | 1.2082 |
470
+ | 0.6937 | 8.96 | 421 | 1.2073 |
471
+ | 1.0519 | 8.98 | 422 | 1.2062 |
472
+ | 1.2531 | 9.0 | 423 | 1.2053 |
473
+ | 0.5019 | 9.02 | 424 | 1.2054 |
474
+ | 0.9939 | 9.04 | 425 | 1.2053 |
475
+ | 0.9925 | 9.06 | 426 | 1.2054 |
476
+ | 0.8055 | 9.09 | 427 | 1.2055 |
477
+ | 0.8666 | 9.11 | 428 | 1.2060 |
478
+ | 0.9951 | 9.13 | 429 | 1.2064 |
479
+ | 0.9366 | 9.15 | 430 | 1.2069 |
480
+ | 1.1513 | 9.17 | 431 | 1.2077 |
481
+ | 0.864 | 9.19 | 432 | 1.2086 |
482
+ | 1.0111 | 9.21 | 433 | 1.2089 |
483
+ | 0.8156 | 9.23 | 434 | 1.2095 |
484
+ | 0.6794 | 9.26 | 435 | 1.2104 |
485
+ | 1.024 | 9.28 | 436 | 1.2109 |
486
+ | 1.1593 | 9.3 | 437 | 1.2109 |
487
+ | 1.2502 | 9.32 | 438 | 1.2105 |
488
+ | 0.8281 | 9.34 | 439 | 1.2101 |
489
+ | 0.9008 | 9.36 | 440 | 1.2101 |
490
+ | 0.7181 | 9.38 | 441 | 1.2105 |
491
+ | 0.7282 | 9.4 | 442 | 1.2109 |
492
+ | 0.8809 | 9.43 | 443 | 1.2109 |
493
+ | 1.0362 | 9.45 | 444 | 1.2112 |
494
+ | 0.9121 | 9.47 | 445 | 1.2112 |
495
+ | 1.1075 | 9.49 | 446 | 1.2112 |
496
+ | 0.906 | 9.51 | 447 | 1.2114 |
497
+ | 1.0327 | 9.53 | 448 | 1.2119 |
498
+ | 1.2168 | 9.55 | 449 | 1.2120 |
499
+ | 0.6352 | 9.57 | 450 | 1.2126 |
500
+ | 0.8875 | 9.6 | 451 | 1.2135 |
501
+ | 0.8587 | 9.62 | 452 | 1.2142 |
502
+ | 0.9561 | 9.64 | 453 | 1.2150 |
503
+ | 1.0226 | 9.66 | 454 | 1.2158 |
504
+ | 1.3241 | 9.68 | 455 | 1.2163 |
505
+ | 1.0117 | 9.7 | 456 | 1.2171 |
506
+ | 0.7255 | 9.72 | 457 | 1.2177 |
507
+ | 1.1023 | 9.74 | 458 | 1.2180 |
508
+ | 1.2677 | 9.77 | 459 | 1.2178 |
509
+ | 0.8539 | 9.79 | 460 | 1.2173 |
510
+ | 0.9335 | 9.81 | 461 | 1.2166 |
511
+ | 0.7214 | 9.83 | 462 | 1.2160 |
512
+ | 1.0556 | 9.85 | 463 | 1.2153 |
513
+ | 1.0694 | 9.87 | 464 | 1.2140 |
514
+ | 1.1814 | 9.89 | 465 | 1.2127 |
515
+ | 1.1573 | 9.91 | 466 | 1.2115 |
516
+ | 0.9729 | 9.94 | 467 | 1.2103 |
517
+ | 0.8609 | 9.96 | 468 | 1.2096 |
518
+ | 0.9811 | 9.98 | 469 | 1.2092 |
519
+ | 0.8868 | 10.0 | 470 | 1.2086 |
520
+ | 0.8651 | 10.02 | 471 | 1.2088 |
521
+ | 0.8995 | 10.04 | 472 | 1.2088 |
522
+ | 1.1421 | 10.06 | 473 | 1.2093 |
523
+ | 0.944 | 10.09 | 474 | 1.2101 |
524
+ | 0.9218 | 10.11 | 475 | 1.2106 |
525
+ | 0.9569 | 10.13 | 476 | 1.2116 |
526
+ | 0.8649 | 10.15 | 477 | 1.2125 |
527
+ | 1.0783 | 10.17 | 478 | 1.2133 |
528
+ | 1.0356 | 10.19 | 479 | 1.2139 |
529
+ | 0.8099 | 10.21 | 480 | 1.2152 |
530
+ | 0.5889 | 10.23 | 481 | 1.2166 |
531
+ | 0.8428 | 10.26 | 482 | 1.2180 |
532
+ | 0.8419 | 10.28 | 483 | 1.2198 |
533
+ | 0.7744 | 10.3 | 484 | 1.2214 |
534
+ | 1.1157 | 10.32 | 485 | 1.2221 |
535
+ | 0.9793 | 10.34 | 486 | 1.2227 |
536
+ | 1.0079 | 10.36 | 487 | 1.2231 |
537
+ | 0.8489 | 10.38 | 488 | 1.2234 |
538
+ | 1.0579 | 10.4 | 489 | 1.2235 |
539
+ | 0.6212 | 10.43 | 490 | 1.2239 |
540
+ | 0.9997 | 10.45 | 491 | 1.2239 |
541
+ | 0.9023 | 10.47 | 492 | 1.2240 |
542
+ | 0.7276 | 10.49 | 493 | 1.2246 |
543
+ | 1.0537 | 10.51 | 494 | 1.2249 |
544
+ | 0.8226 | 10.53 | 495 | 1.2254 |
545
+ | 1.3604 | 10.55 | 496 | 1.2257 |
546
+ | 0.9817 | 10.57 | 497 | 1.2261 |
547
+ | 0.8109 | 10.6 | 498 | 1.2263 |
548
+ | 0.8237 | 10.62 | 499 | 1.2266 |
549
+ | 0.8102 | 10.64 | 500 | 1.2268 |
550
+ | 1.1175 | 10.66 | 501 | 1.2269 |
551
+ | 0.9518 | 10.68 | 502 | 1.2270 |
552
+ | 0.8294 | 10.7 | 503 | 1.2268 |
553
+ | 0.6542 | 10.72 | 504 | 1.2270 |
554
+ | 1.15 | 10.74 | 505 | 1.2268 |
555
+ | 0.847 | 10.77 | 506 | 1.2270 |
556
+ | 1.0546 | 10.79 | 507 | 1.2273 |
557
+ | 0.9229 | 10.81 | 508 | 1.2271 |
558
+ | 0.8002 | 10.83 | 509 | 1.2272 |
559
+ | 0.8821 | 10.85 | 510 | 1.2276 |
560
+ | 1.226 | 10.87 | 511 | 1.2273 |
561
+ | 0.703 | 10.89 | 512 | 1.2273 |
562
+ | 0.8306 | 10.91 | 513 | 1.2272 |
563
+ | 1.3012 | 10.94 | 514 | 1.2270 |
564
+ | 1.1099 | 10.96 | 515 | 1.2267 |
565
+ | 0.8719 | 10.98 | 516 | 1.2266 |
566
+ | 0.8791 | 11.0 | 517 | 1.2264 |
567
+ | 1.0088 | 11.02 | 518 | 1.2262 |
568
+ | 0.9005 | 11.04 | 519 | 1.2262 |
569
+ | 0.9958 | 11.06 | 520 | 1.2262 |
570
+ | 0.6769 | 11.09 | 521 | 1.2263 |
571
+ | 0.8875 | 11.11 | 522 | 1.2265 |
572
+ | 1.0043 | 11.13 | 523 | 1.2265 |
573
+ | 0.8179 | 11.15 | 524 | 1.2266 |
574
+ | 1.0228 | 11.17 | 525 | 1.2267 |
575
+ | 1.0861 | 11.19 | 526 | 1.2268 |
576
+ | 1.0958 | 11.21 | 527 | 1.2269 |
577
+ | 0.8243 | 11.23 | 528 | 1.2271 |
578
+ | 0.7919 | 11.26 | 529 | 1.2276 |
579
+ | 0.8028 | 11.28 | 530 | 1.2282 |
580
+ | 0.868 | 11.3 | 531 | 1.2289 |
581
+ | 1.0766 | 11.32 | 532 | 1.2295 |
582
+ | 0.9489 | 11.34 | 533 | 1.2296 |
583
+ | 1.2521 | 11.36 | 534 | 1.2293 |
584
+ | 0.8151 | 11.38 | 535 | 1.2292 |
585
+ | 0.8777 | 11.4 | 536 | 1.2293 |
586
+ | 0.9093 | 11.43 | 537 | 1.2294 |
587
+ | 0.8013 | 11.45 | 538 | 1.2295 |
588
+ | 0.8986 | 11.47 | 539 | 1.2297 |
589
+ | 0.8591 | 11.49 | 540 | 1.2299 |
590
+ | 0.9412 | 11.51 | 541 | 1.2298 |
591
+ | 1.0771 | 11.53 | 542 | 1.2297 |
592
+ | 0.9792 | 11.55 | 543 | 1.2293 |
593
+ | 0.8906 | 11.57 | 544 | 1.2289 |
594
+ | 0.9887 | 11.6 | 545 | 1.2284 |
595
+ | 1.0249 | 11.62 | 546 | 1.2276 |
596
+ | 1.0449 | 11.64 | 547 | 1.2269 |
597
+ | 1.0692 | 11.66 | 548 | 1.2262 |
598
+ | 1.1385 | 11.68 | 549 | 1.2256 |
599
+ | 0.9511 | 11.7 | 550 | 1.2250 |
600
+ | 0.9088 | 11.72 | 551 | 1.2244 |
601
+ | 0.5108 | 11.74 | 552 | 1.2242 |
602
+ | 0.8387 | 11.77 | 553 | 1.2243 |
603
+ | 0.5605 | 11.79 | 554 | 1.2247 |
604
+ | 0.8029 | 11.81 | 555 | 1.2250 |
605
+ | 0.9064 | 11.83 | 556 | 1.2252 |
606
+ | 1.0701 | 11.85 | 557 | 1.2255 |
607
+ | 0.7642 | 11.87 | 558 | 1.2260 |
608
+ | 0.9011 | 11.89 | 559 | 1.2265 |
609
+ | 0.6675 | 11.91 | 560 | 1.2271 |
610
+ | 0.7199 | 11.94 | 561 | 1.2278 |
611
+ | 0.8222 | 11.96 | 562 | 1.2282 |
612
+ | 1.2255 | 11.98 | 563 | 1.2286 |
613
+ | 0.6935 | 12.0 | 564 | 1.2292 |
614
+ | 0.9331 | 12.02 | 565 | 1.2296 |
615
+ | 0.9065 | 12.04 | 566 | 1.2297 |
616
+ | 1.2259 | 12.06 | 567 | 1.2293 |
617
+ | 0.7701 | 12.09 | 568 | 1.2289 |
618
+ | 0.785 | 12.11 | 569 | 1.2286 |
619
+ | 0.7013 | 12.13 | 570 | 1.2287 |
620
+ | 0.7481 | 12.15 | 571 | 1.2288 |
621
+ | 1.1147 | 12.17 | 572 | 1.2289 |
622
+ | 0.8022 | 12.19 | 573 | 1.2291 |
623
+ | 1.152 | 12.21 | 574 | 1.2292 |
624
+ | 0.7772 | 12.23 | 575 | 1.2293 |
625
+ | 1.1077 | 12.26 | 576 | 1.2293 |
626
+ | 0.9741 | 12.28 | 577 | 1.2293 |
627
+ | 0.6635 | 12.3 | 578 | 1.2296 |
628
+ | 0.7384 | 12.32 | 579 | 1.2299 |
629
+ | 0.7896 | 12.34 | 580 | 1.2301 |
630
+ | 0.8486 | 12.36 | 581 | 1.2303 |
631
+ | 0.7299 | 12.38 | 582 | 1.2306 |
632
+ | 1.2021 | 12.4 | 583 | 1.2307 |
633
+ | 0.8791 | 12.43 | 584 | 1.2309 |
634
+ | 0.9863 | 12.45 | 585 | 1.2311 |
635
+ | 0.5738 | 12.47 | 586 | 1.2314 |
636
+ | 0.8494 | 12.49 | 587 | 1.2318 |
637
+ | 0.8436 | 12.51 | 588 | 1.2320 |
638
+ | 0.8499 | 12.53 | 589 | 1.2322 |
639
+ | 0.8047 | 12.55 | 590 | 1.2323 |
640
+ | 0.6874 | 12.57 | 591 | 1.2324 |
641
+ | 0.9029 | 12.6 | 592 | 1.2326 |
642
+ | 1.0359 | 12.62 | 593 | 1.2325 |
643
+ | 0.8538 | 12.64 | 594 | 1.2323 |
644
+ | 0.9876 | 12.66 | 595 | 1.2322 |
645
+ | 0.8192 | 12.68 | 596 | 1.2321 |
646
+ | 1.1117 | 12.7 | 597 | 1.2321 |
647
+ | 1.0893 | 12.72 | 598 | 1.2323 |
648
+ | 1.0301 | 12.74 | 599 | 1.2323 |
649
+ | 0.8162 | 12.77 | 600 | 1.2325 |
650
+ | 0.8453 | 12.79 | 601 | 1.2326 |
651
+ | 0.4536 | 12.81 | 602 | 1.2330 |
652
+ | 0.9448 | 12.83 | 603 | 1.2331 |
653
+ | 1.1688 | 12.85 | 604 | 1.2331 |
654
+ | 0.802 | 12.87 | 605 | 1.2330 |
655
+ | 0.9937 | 12.89 | 606 | 1.2332 |
656
+ | 0.969 | 12.91 | 607 | 1.2330 |
657
+ | 0.817 | 12.94 | 608 | 1.2328 |
658
+ | 0.9496 | 12.96 | 609 | 1.2328 |
659
+ | 0.9989 | 12.98 | 610 | 1.2325 |
660
+ | 0.8977 | 13.0 | 611 | 1.2323 |
661
+ | 0.6483 | 13.02 | 612 | 1.2322 |
662
+ | 0.9165 | 13.04 | 613 | 1.2323 |
663
+ | 0.7105 | 13.06 | 614 | 1.2327 |
664
+ | 0.7978 | 13.09 | 615 | 1.2330 |
665
+ | 0.6971 | 13.11 | 616 | 1.2335 |
666
+ | 1.0446 | 13.13 | 617 | 1.2338 |
667
+ | 0.6923 | 13.15 | 618 | 1.2341 |
668
+ | 0.8159 | 13.17 | 619 | 1.2344 |
669
+ | 0.9534 | 13.19 | 620 | 1.2347 |
670
+ | 0.9893 | 13.21 | 621 | 1.2352 |
671
+ | 1.2735 | 13.23 | 622 | 1.2354 |
672
+ | 0.6668 | 13.26 | 623 | 1.2358 |
673
+ | 0.745 | 13.28 | 624 | 1.2361 |
674
+ | 0.6876 | 13.3 | 625 | 1.2366 |
675
+ | 0.6819 | 13.32 | 626 | 1.2369 |
676
+ | 1.0197 | 13.34 | 627 | 1.2370 |
677
+ | 0.5219 | 13.36 | 628 | 1.2373 |
678
+ | 0.7793 | 13.38 | 629 | 1.2376 |
679
+ | 0.8771 | 13.4 | 630 | 1.2378 |
680
+ | 0.779 | 13.43 | 631 | 1.2380 |
681
+ | 0.9322 | 13.45 | 632 | 1.2382 |
682
+ | 0.8594 | 13.47 | 633 | 1.2384 |
683
+ | 1.0583 | 13.49 | 634 | 1.2384 |
684
+ | 0.7861 | 13.51 | 635 | 1.2384 |
685
+ | 1.0326 | 13.53 | 636 | 1.2382 |
686
+ | 0.8159 | 13.55 | 637 | 1.2380 |
687
+ | 0.9854 | 13.57 | 638 | 1.2378 |
688
+ | 0.9686 | 13.6 | 639 | 1.2376 |
689
+ | 0.9824 | 13.62 | 640 | 1.2375 |
690
+ | 0.8299 | 13.64 | 641 | 1.2374 |
691
+ | 0.9476 | 13.66 | 642 | 1.2374 |
692
+ | 0.9941 | 13.68 | 643 | 1.2372 |
693
+ | 1.0541 | 13.7 | 644 | 1.2370 |
694
+ | 0.8441 | 13.72 | 645 | 1.2369 |
695
+ | 0.9255 | 13.74 | 646 | 1.2367 |
696
+ | 1.0689 | 13.77 | 647 | 1.2365 |
697
+ | 0.9323 | 13.79 | 648 | 1.2362 |
698
+ | 0.7558 | 13.81 | 649 | 1.2361 |
699
+ | 1.0473 | 13.83 | 650 | 1.2360 |
700
+ | 1.0349 | 13.85 | 651 | 1.2357 |
701
+ | 0.961 | 13.87 | 652 | 1.2355 |
702
+ | 0.9356 | 13.89 | 653 | 1.2353 |
703
+ | 0.8867 | 13.91 | 654 | 1.2353 |
704
+ | 0.5838 | 13.94 | 655 | 1.2353 |
705
+ | 0.9355 | 13.96 | 656 | 1.2353 |
706
+ | 1.015 | 13.98 | 657 | 1.2354 |
707
+ | 0.8472 | 14.0 | 658 | 1.2355 |
708
+ | 0.8122 | 14.02 | 659 | 1.2355 |
709
+ | 0.989 | 14.04 | 660 | 1.2355 |
710
+ | 0.6454 | 14.06 | 661 | 1.2356 |
711
+ | 1.0597 | 14.09 | 662 | 1.2356 |
712
+ | 1.0055 | 14.11 | 663 | 1.2357 |
713
+ | 0.6391 | 14.13 | 664 | 1.2356 |
714
+ | 1.0323 | 14.15 | 665 | 1.2355 |
715
+ | 0.891 | 14.17 | 666 | 1.2354 |
716
+ | 1.0657 | 14.19 | 667 | 1.2353 |
717
+ | 1.0912 | 14.21 | 668 | 1.2351 |
718
+ | 0.8337 | 14.23 | 669 | 1.2349 |
719
+ | 0.7615 | 14.26 | 670 | 1.2348 |
720
+ | 0.7749 | 14.28 | 671 | 1.2347 |
721
+ | 0.7914 | 14.3 | 672 | 1.2346 |
722
+ | 1.0347 | 14.32 | 673 | 1.2345 |
723
+ | 1.0402 | 14.34 | 674 | 1.2345 |
724
+ | 0.6305 | 14.36 | 675 | 1.2344 |
725
+ | 0.6122 | 14.38 | 676 | 1.2345 |
726
+ | 0.8261 | 14.4 | 677 | 1.2345 |
727
+ | 1.1074 | 14.43 | 678 | 1.2345 |
728
+ | 0.8629 | 14.45 | 679 | 1.2345 |
729
+ | 0.7628 | 14.47 | 680 | 1.2344 |
730
+ | 1.1052 | 14.49 | 681 | 1.2345 |
731
+ | 0.9245 | 14.51 | 682 | 1.2345 |
732
+ | 0.7653 | 14.53 | 683 | 1.2346 |
733
+ | 0.8255 | 14.55 | 684 | 1.2347 |
734
+ | 1.0361 | 14.57 | 685 | 1.2348 |
735
+ | 1.0867 | 14.6 | 686 | 1.2349 |
736
+ | 1.1457 | 14.62 | 687 | 1.2350 |
737
+ | 0.9392 | 14.64 | 688 | 1.2350 |
738
+ | 0.7818 | 14.66 | 689 | 1.2351 |
739
+ | 0.8908 | 14.68 | 690 | 1.2351 |
740
+ | 0.6478 | 14.7 | 691 | 1.2352 |
741
+ | 0.8556 | 14.72 | 692 | 1.2352 |
742
+ | 0.8901 | 14.74 | 693 | 1.2353 |
743
+ | 0.7234 | 14.77 | 694 | 1.2354 |
744
+ | 1.1695 | 14.79 | 695 | 1.2354 |
745
+ | 0.833 | 14.81 | 696 | 1.2354 |
746
+ | 0.596 | 14.83 | 697 | 1.2355 |
747
+ | 0.9776 | 14.85 | 698 | 1.2355 |
748
+ | 0.981 | 14.87 | 699 | 1.2355 |
749
+ | 0.8301 | 14.89 | 700 | 1.2355 |
750
+ | 0.6443 | 14.91 | 701 | 1.2355 |
751
+ | 0.8316 | 14.94 | 702 | 1.2355 |
752
+ | 1.0333 | 14.96 | 703 | 1.2355 |
753
+ | 0.9073 | 14.98 | 704 | 1.2355 |
754
+ | 0.9073 | 15.0 | 705 | 1.2355 |
755
 
756
 
757
  ### Framework versions