End of training
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| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
tags:
|
| 4 |
+
- generated_from_trainer
|
| 5 |
+
metrics:
|
| 6 |
+
- accuracy
|
| 7 |
+
model-index:
|
| 8 |
+
- name: ht-stmini-mean-v5_ftis_noPretrain
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| 9 |
+
results: []
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| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# ht-stmini-mean-v5_ftis_noPretrain
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| 16 |
+
|
| 17 |
+
This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 2.9646
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| 20 |
+
- Accuracy: 0.8523
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| 21 |
+
- Macro F1: 0.6578
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| 22 |
+
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| 23 |
+
## Model description
|
| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
+
## Intended uses & limitations
|
| 28 |
+
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| 29 |
+
More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
|
| 32 |
+
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| 33 |
+
More information needed
|
| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
|
| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 39 |
+
The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 0.0001
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| 41 |
+
- train_batch_size: 8
|
| 42 |
+
- eval_batch_size: 4
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| 43 |
+
- seed: 42
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| 44 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 45 |
+
- lr_scheduler_type: linear
|
| 46 |
+
- lr_scheduler_warmup_steps: 6731
|
| 47 |
+
- training_steps: 134625
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| 48 |
+
|
| 49 |
+
### Training results
|
| 50 |
+
|
| 51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
|
| 52 |
+
|:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
|
| 53 |
+
| 39.9484 | 0.0010 | 134 | 35.2499 | 0.0213 | 0.0164 |
|
| 54 |
+
| 25.2923 | 1.0010 | 268 | 53.6278 | 0.0341 | 0.0217 |
|
| 55 |
+
| 12.4056 | 2.0010 | 402 | 137.1845 | 0.2573 | 0.0881 |
|
| 56 |
+
| 7.438 | 3.0010 | 536 | 171.5667 | 0.4811 | 0.1322 |
|
| 57 |
+
| 5.9088 | 4.0010 | 670 | 174.8220 | 0.5330 | 0.1405 |
|
| 58 |
+
| 5.1618 | 5.0010 | 804 | 150.2932 | 0.5581 | 0.1450 |
|
| 59 |
+
| 4.7681 | 6.0010 | 938 | 116.9328 | 0.5775 | 0.1520 |
|
| 60 |
+
| 4.2999 | 7.0009 | 1072 | 79.4384 | 0.5882 | 0.1652 |
|
| 61 |
+
| 3.5993 | 8.0009 | 1206 | 54.6270 | 0.5979 | 0.1606 |
|
| 62 |
+
| 3.4242 | 9.0009 | 1340 | 44.8791 | 0.6012 | 0.1618 |
|
| 63 |
+
| 2.9819 | 10.0009 | 1474 | 38.0398 | 0.6103 | 0.1605 |
|
| 64 |
+
| 2.8408 | 11.0009 | 1608 | 30.8089 | 0.6126 | 0.1634 |
|
| 65 |
+
| 2.7195 | 12.0009 | 1742 | 24.1697 | 0.6149 | 0.1616 |
|
| 66 |
+
| 2.6018 | 13.0009 | 1876 | 21.1163 | 0.6100 | 0.1691 |
|
| 67 |
+
| 2.4196 | 14.0009 | 2010 | 17.4551 | 0.6135 | 0.1607 |
|
| 68 |
+
| 2.4479 | 15.0009 | 2144 | 15.7353 | 0.6217 | 0.1678 |
|
| 69 |
+
| 2.5892 | 16.0009 | 2278 | 13.7479 | 0.6244 | 0.1639 |
|
| 70 |
+
| 2.411 | 17.0009 | 2412 | 15.4100 | 0.6162 | 0.1687 |
|
| 71 |
+
| 2.4509 | 18.0009 | 2546 | 10.9748 | 0.6265 | 0.1683 |
|
| 72 |
+
| 2.3876 | 19.0009 | 2680 | 10.0210 | 0.6243 | 0.1666 |
|
| 73 |
+
| 2.2744 | 20.0008 | 2814 | 9.1328 | 0.6226 | 0.1699 |
|
| 74 |
+
| 2.351 | 21.0008 | 2948 | 8.6256 | 0.6218 | 0.1778 |
|
| 75 |
+
| 2.2952 | 22.0008 | 3082 | 7.4691 | 0.6223 | 0.1741 |
|
| 76 |
+
| 2.2887 | 23.0008 | 3216 | 8.3557 | 0.6032 | 0.1706 |
|
| 77 |
+
| 2.2599 | 24.0008 | 3350 | 7.3543 | 0.6220 | 0.1666 |
|
| 78 |
+
| 2.2942 | 25.0008 | 3484 | 6.4722 | 0.6203 | 0.1731 |
|
| 79 |
+
| 2.2063 | 26.0008 | 3618 | 6.7939 | 0.6311 | 0.1893 |
|
| 80 |
+
| 2.1674 | 27.0008 | 3752 | 5.8000 | 0.6158 | 0.1818 |
|
| 81 |
+
| 2.2228 | 28.0008 | 3886 | 6.2514 | 0.6232 | 0.1745 |
|
| 82 |
+
| 2.1651 | 29.0008 | 4020 | 5.6197 | 0.6055 | 0.1806 |
|
| 83 |
+
| 2.1381 | 30.0008 | 4154 | 5.6238 | 0.6396 | 0.2018 |
|
| 84 |
+
| 2.1719 | 31.0008 | 4288 | 6.3707 | 0.6286 | 0.1836 |
|
| 85 |
+
| 2.2091 | 32.0008 | 4422 | 5.3530 | 0.6445 | 0.2085 |
|
| 86 |
+
| 2.0538 | 33.0008 | 4556 | 4.6029 | 0.6176 | 0.1964 |
|
| 87 |
+
| 2.187 | 34.0007 | 4690 | 5.6599 | 0.6444 | 0.2221 |
|
| 88 |
+
| 1.9745 | 35.0007 | 4824 | 5.0773 | 0.6546 | 0.2289 |
|
| 89 |
+
| 2.0 | 36.0007 | 4958 | 4.2086 | 0.6116 | 0.1986 |
|
| 90 |
+
| 1.906 | 37.0007 | 5092 | 3.8438 | 0.6494 | 0.2361 |
|
| 91 |
+
| 1.8986 | 38.0007 | 5226 | 4.3384 | 0.6671 | 0.2299 |
|
| 92 |
+
| 1.9185 | 39.0007 | 5360 | 3.9224 | 0.6662 | 0.2419 |
|
| 93 |
+
| 1.7892 | 40.0007 | 5494 | 3.7778 | 0.6715 | 0.2619 |
|
| 94 |
+
| 1.7706 | 41.0007 | 5628 | 4.0030 | 0.6716 | 0.2573 |
|
| 95 |
+
| 1.779 | 42.0007 | 5762 | 4.2370 | 0.6783 | 0.2666 |
|
| 96 |
+
| 1.7465 | 43.0007 | 5896 | 4.2711 | 0.6798 | 0.2797 |
|
| 97 |
+
| 1.6805 | 44.0007 | 6030 | 4.1040 | 0.6755 | 0.2756 |
|
| 98 |
+
| 1.5513 | 45.0007 | 6164 | 4.1495 | 0.6797 | 0.2756 |
|
| 99 |
+
| 1.6039 | 46.0007 | 6298 | 4.3661 | 0.7106 | 0.2957 |
|
| 100 |
+
| 1.5398 | 47.0006 | 6432 | 4.5877 | 0.6715 | 0.2919 |
|
| 101 |
+
| 1.6246 | 48.0006 | 6566 | 5.6535 | 0.6988 | 0.2906 |
|
| 102 |
+
| 1.4741 | 49.0006 | 6700 | 5.1065 | 0.7067 | 0.3122 |
|
| 103 |
+
| 1.4536 | 50.0006 | 6834 | 4.7317 | 0.7132 | 0.3167 |
|
| 104 |
+
| 1.4187 | 51.0006 | 6968 | 5.3708 | 0.7229 | 0.3350 |
|
| 105 |
+
| 1.2916 | 52.0006 | 7102 | 4.7151 | 0.7083 | 0.3320 |
|
| 106 |
+
| 1.3196 | 53.0006 | 7236 | 5.0228 | 0.7197 | 0.3555 |
|
| 107 |
+
| 1.2258 | 54.0006 | 7370 | 5.3236 | 0.7316 | 0.3593 |
|
| 108 |
+
| 1.2596 | 55.0006 | 7504 | 7.3198 | 0.7326 | 0.3552 |
|
| 109 |
+
| 1.2446 | 56.0006 | 7638 | 6.3256 | 0.7463 | 0.3810 |
|
| 110 |
+
| 1.1849 | 57.0006 | 7772 | 6.5613 | 0.7424 | 0.3817 |
|
| 111 |
+
| 1.1231 | 58.0006 | 7906 | 7.4051 | 0.7438 | 0.3919 |
|
| 112 |
+
| 1.1748 | 59.0006 | 8040 | 8.7323 | 0.7188 | 0.3547 |
|
| 113 |
+
| 1.0281 | 60.0005 | 8174 | 7.7429 | 0.7511 | 0.4077 |
|
| 114 |
+
| 1.0689 | 61.0005 | 8308 | 8.7558 | 0.7480 | 0.4152 |
|
| 115 |
+
| 0.9825 | 62.0005 | 8442 | 9.0319 | 0.7568 | 0.3984 |
|
| 116 |
+
| 1.0564 | 63.0005 | 8576 | 9.4509 | 0.7502 | 0.4089 |
|
| 117 |
+
| 0.988 | 64.0005 | 8710 | 11.7435 | 0.7566 | 0.4226 |
|
| 118 |
+
| 0.9066 | 65.0005 | 8844 | 11.5885 | 0.7641 | 0.4457 |
|
| 119 |
+
| 0.9019 | 66.0005 | 8978 | 11.3921 | 0.7379 | 0.4164 |
|
| 120 |
+
| 0.8292 | 67.0005 | 9112 | 13.8146 | 0.7714 | 0.4331 |
|
| 121 |
+
| 0.9522 | 68.0005 | 9246 | 13.8157 | 0.7710 | 0.4476 |
|
| 122 |
+
| 0.8317 | 69.0005 | 9380 | 16.6493 | 0.7721 | 0.4622 |
|
| 123 |
+
| 0.7857 | 70.0005 | 9514 | 14.0590 | 0.7637 | 0.4439 |
|
| 124 |
+
| 0.874 | 71.0005 | 9648 | 16.4763 | 0.7725 | 0.4691 |
|
| 125 |
+
| 0.806 | 72.0005 | 9782 | 15.3368 | 0.7764 | 0.4811 |
|
| 126 |
+
| 0.7208 | 73.0005 | 9916 | 17.2181 | 0.7848 | 0.4679 |
|
| 127 |
+
| 0.7272 | 74.0004 | 10050 | 14.3154 | 0.7718 | 0.4835 |
|
| 128 |
+
| 0.7057 | 75.0004 | 10184 | 17.2924 | 0.7603 | 0.4640 |
|
| 129 |
+
| 0.7099 | 76.0004 | 10318 | 18.9115 | 0.7764 | 0.4575 |
|
| 130 |
+
| 0.7144 | 77.0004 | 10452 | 19.8504 | 0.7725 | 0.4858 |
|
| 131 |
+
| 0.6714 | 78.0004 | 10586 | 17.2989 | 0.7815 | 0.4778 |
|
| 132 |
+
| 0.6524 | 79.0004 | 10720 | 19.1514 | 0.7790 | 0.5055 |
|
| 133 |
+
| 0.6065 | 80.0004 | 10854 | 17.4992 | 0.7850 | 0.5085 |
|
| 134 |
+
| 0.6685 | 81.0004 | 10988 | 18.5515 | 0.7799 | 0.5044 |
|
| 135 |
+
| 0.6318 | 82.0004 | 11122 | 22.2383 | 0.7852 | 0.4903 |
|
| 136 |
+
| 0.5753 | 83.0004 | 11256 | 17.8166 | 0.7734 | 0.4818 |
|
| 137 |
+
| 0.6282 | 84.0004 | 11390 | 20.6697 | 0.7819 | 0.5110 |
|
| 138 |
+
| 0.5634 | 85.0004 | 11524 | 19.4951 | 0.7913 | 0.5180 |
|
| 139 |
+
| 0.5586 | 86.0004 | 11658 | 19.0333 | 0.7984 | 0.5153 |
|
| 140 |
+
| 0.5508 | 87.0003 | 11792 | 20.6972 | 0.7867 | 0.5262 |
|
| 141 |
+
| 0.5556 | 88.0003 | 11926 | 22.4102 | 0.7899 | 0.5273 |
|
| 142 |
+
| 0.5599 | 89.0003 | 12060 | 21.5349 | 0.7880 | 0.5105 |
|
| 143 |
+
| 0.55 | 90.0003 | 12194 | 22.8908 | 0.7917 | 0.5251 |
|
| 144 |
+
| 0.5363 | 91.0003 | 12328 | 21.5912 | 0.7910 | 0.5332 |
|
| 145 |
+
| 0.4754 | 92.0003 | 12462 | 21.5374 | 0.7894 | 0.5341 |
|
| 146 |
+
| 0.5252 | 93.0003 | 12596 | 25.5882 | 0.7984 | 0.5340 |
|
| 147 |
+
| 0.4714 | 94.0003 | 12730 | 23.1033 | 0.7940 | 0.5078 |
|
| 148 |
+
| 0.464 | 95.0003 | 12864 | 24.0546 | 0.7938 | 0.5296 |
|
| 149 |
+
| 0.4795 | 96.0003 | 12998 | 21.1376 | 0.7992 | 0.5460 |
|
| 150 |
+
| 0.4605 | 97.0003 | 13132 | 21.6739 | 0.8067 | 0.5328 |
|
| 151 |
+
| 0.4411 | 98.0003 | 13266 | 20.6091 | 0.8001 | 0.5410 |
|
| 152 |
+
| 0.412 | 99.0003 | 13400 | 19.6526 | 0.8067 | 0.5471 |
|
| 153 |
+
| 0.4256 | 100.0003 | 13534 | 18.8908 | 0.8071 | 0.5534 |
|
| 154 |
+
| 0.4318 | 101.0002 | 13668 | 19.6027 | 0.7968 | 0.5485 |
|
| 155 |
+
| 0.3903 | 102.0002 | 13802 | 18.3652 | 0.8005 | 0.5523 |
|
| 156 |
+
| 0.4212 | 103.0002 | 13936 | 21.3332 | 0.8108 | 0.5576 |
|
| 157 |
+
| 0.3861 | 104.0002 | 14070 | 21.7067 | 0.7997 | 0.5543 |
|
| 158 |
+
| 0.3886 | 105.0002 | 14204 | 21.0634 | 0.8098 | 0.5682 |
|
| 159 |
+
| 0.3795 | 106.0002 | 14338 | 22.4133 | 0.8071 | 0.5617 |
|
| 160 |
+
| 0.377 | 107.0002 | 14472 | 19.8422 | 0.8151 | 0.5671 |
|
| 161 |
+
| 0.3689 | 108.0002 | 14606 | 21.4968 | 0.8023 | 0.5587 |
|
| 162 |
+
| 0.3401 | 109.0002 | 14740 | 19.3745 | 0.8116 | 0.5670 |
|
| 163 |
+
| 0.3619 | 110.0002 | 14874 | 19.8852 | 0.7990 | 0.5542 |
|
| 164 |
+
| 0.3136 | 111.0002 | 15008 | 19.9481 | 0.7994 | 0.5600 |
|
| 165 |
+
| 0.3301 | 112.0002 | 15142 | 19.4915 | 0.8107 | 0.5738 |
|
| 166 |
+
| 0.3517 | 113.0002 | 15276 | 17.8709 | 0.8074 | 0.5663 |
|
| 167 |
+
| 0.2993 | 114.0001 | 15410 | 18.7033 | 0.8145 | 0.5726 |
|
| 168 |
+
| 0.2967 | 115.0001 | 15544 | 17.9293 | 0.8017 | 0.5695 |
|
| 169 |
+
| 0.3105 | 116.0001 | 15678 | 17.5294 | 0.8069 | 0.5662 |
|
| 170 |
+
| 0.3226 | 117.0001 | 15812 | 20.8622 | 0.8067 | 0.5696 |
|
| 171 |
+
| 0.2886 | 118.0001 | 15946 | 19.2584 | 0.8117 | 0.5704 |
|
| 172 |
+
| 0.2918 | 119.0001 | 16080 | 20.0134 | 0.8075 | 0.5736 |
|
| 173 |
+
| 0.2805 | 120.0001 | 16214 | 17.7522 | 0.8117 | 0.5807 |
|
| 174 |
+
| 0.2834 | 121.0001 | 16348 | 20.3044 | 0.8018 | 0.5671 |
|
| 175 |
+
| 0.2537 | 122.0001 | 16482 | 19.4515 | 0.7975 | 0.5458 |
|
| 176 |
+
| 0.2654 | 123.0001 | 16616 | 19.5489 | 0.8132 | 0.5739 |
|
| 177 |
+
| 0.2506 | 124.0001 | 16750 | 19.3780 | 0.8063 | 0.5655 |
|
| 178 |
+
| 0.2634 | 125.0001 | 16884 | 18.7779 | 0.8151 | 0.5762 |
|
| 179 |
+
| 0.2567 | 126.0001 | 17018 | 20.0204 | 0.8073 | 0.5635 |
|
| 180 |
+
| 0.2222 | 127.0001 | 17152 | 18.9498 | 0.8108 | 0.5827 |
|
| 181 |
+
| 0.2462 | 128.0000 | 17286 | 18.4979 | 0.8123 | 0.5821 |
|
| 182 |
+
| 0.2295 | 129.0000 | 17420 | 18.1447 | 0.8156 | 0.5826 |
|
| 183 |
+
| 0.2198 | 130.0000 | 17554 | 18.5187 | 0.8186 | 0.5811 |
|
| 184 |
+
| 0.2116 | 131.0000 | 17688 | 16.7665 | 0.8127 | 0.5856 |
|
| 185 |
+
| 0.2211 | 132.0000 | 17822 | 18.5034 | 0.8170 | 0.5908 |
|
| 186 |
+
| 0.2298 | 133.0000 | 17956 | 18.8697 | 0.8149 | 0.5879 |
|
| 187 |
+
| 0.211 | 133.0010 | 18090 | 15.2352 | 0.8163 | 0.5919 |
|
| 188 |
+
| 0.2131 | 134.0010 | 18224 | 18.8907 | 0.8065 | 0.5874 |
|
| 189 |
+
| 0.2008 | 135.0010 | 18358 | 15.8912 | 0.8121 | 0.5864 |
|
| 190 |
+
| 0.1841 | 136.0010 | 18492 | 17.2753 | 0.8122 | 0.5872 |
|
| 191 |
+
| 0.2013 | 137.0010 | 18626 | 16.0174 | 0.8195 | 0.5826 |
|
| 192 |
+
| 0.189 | 138.0010 | 18760 | 17.5670 | 0.8181 | 0.5840 |
|
| 193 |
+
| 0.1836 | 139.0010 | 18894 | 14.7772 | 0.8085 | 0.5870 |
|
| 194 |
+
| 0.2035 | 140.0010 | 19028 | 15.4075 | 0.8123 | 0.5817 |
|
| 195 |
+
| 0.1754 | 141.0009 | 19162 | 16.9242 | 0.8177 | 0.5947 |
|
| 196 |
+
| 0.172 | 142.0009 | 19296 | 13.6895 | 0.8162 | 0.5868 |
|
| 197 |
+
| 0.1728 | 143.0009 | 19430 | 13.2621 | 0.8113 | 0.5909 |
|
| 198 |
+
| 0.1621 | 144.0009 | 19564 | 13.0729 | 0.8182 | 0.5946 |
|
| 199 |
+
| 0.1606 | 145.0009 | 19698 | 12.9905 | 0.8179 | 0.6015 |
|
| 200 |
+
| 0.1649 | 146.0009 | 19832 | 12.6423 | 0.8204 | 0.5891 |
|
| 201 |
+
| 0.1562 | 147.0009 | 19966 | 12.6852 | 0.8197 | 0.5987 |
|
| 202 |
+
| 0.154 | 148.0009 | 20100 | 14.1863 | 0.8233 | 0.5955 |
|
| 203 |
+
| 0.1609 | 149.0009 | 20234 | 14.4083 | 0.8189 | 0.6002 |
|
| 204 |
+
| 0.1478 | 150.0009 | 20368 | 12.4198 | 0.8200 | 0.5863 |
|
| 205 |
+
| 0.1524 | 151.0009 | 20502 | 12.8797 | 0.8187 | 0.5984 |
|
| 206 |
+
| 0.1512 | 152.0009 | 20636 | 12.4956 | 0.8172 | 0.5961 |
|
| 207 |
+
| 0.1531 | 153.0009 | 20770 | 12.0234 | 0.8127 | 0.5920 |
|
| 208 |
+
| 0.1495 | 154.0008 | 20904 | 12.5771 | 0.8239 | 0.6031 |
|
| 209 |
+
| 0.1432 | 155.0008 | 21038 | 11.4251 | 0.8157 | 0.6033 |
|
| 210 |
+
| 0.1304 | 156.0008 | 21172 | 12.4493 | 0.8175 | 0.6015 |
|
| 211 |
+
| 0.1379 | 157.0008 | 21306 | 13.6643 | 0.8211 | 0.5985 |
|
| 212 |
+
| 0.133 | 158.0008 | 21440 | 10.8954 | 0.8233 | 0.6064 |
|
| 213 |
+
| 0.1352 | 159.0008 | 21574 | 11.2505 | 0.8231 | 0.6010 |
|
| 214 |
+
| 0.1288 | 160.0008 | 21708 | 11.0461 | 0.8174 | 0.5979 |
|
| 215 |
+
| 0.1279 | 161.0008 | 21842 | 12.2734 | 0.8250 | 0.6074 |
|
| 216 |
+
| 0.1219 | 162.0008 | 21976 | 11.1999 | 0.8169 | 0.5999 |
|
| 217 |
+
| 0.1256 | 163.0008 | 22110 | 9.9643 | 0.8178 | 0.6050 |
|
| 218 |
+
| 0.1495 | 164.0008 | 22244 | 8.9217 | 0.8193 | 0.5953 |
|
| 219 |
+
| 0.1159 | 165.0008 | 22378 | 9.8429 | 0.8248 | 0.6055 |
|
| 220 |
+
| 0.1213 | 166.0008 | 22512 | 10.5241 | 0.8306 | 0.6099 |
|
| 221 |
+
| 0.1059 | 167.0008 | 22646 | 9.6181 | 0.8235 | 0.6020 |
|
| 222 |
+
| 0.1157 | 168.0007 | 22780 | 9.6775 | 0.8248 | 0.6064 |
|
| 223 |
+
| 0.1153 | 169.0007 | 22914 | 10.0044 | 0.8226 | 0.6118 |
|
| 224 |
+
| 0.1117 | 170.0007 | 23048 | 8.9566 | 0.8266 | 0.6091 |
|
| 225 |
+
| 0.1043 | 171.0007 | 23182 | 8.8997 | 0.8305 | 0.6102 |
|
| 226 |
+
| 0.1089 | 172.0007 | 23316 | 9.4261 | 0.8210 | 0.6038 |
|
| 227 |
+
| 0.1047 | 173.0007 | 23450 | 9.8315 | 0.8230 | 0.6041 |
|
| 228 |
+
| 0.1073 | 174.0007 | 23584 | 9.3647 | 0.8217 | 0.6068 |
|
| 229 |
+
| 0.1042 | 175.0007 | 23718 | 8.8990 | 0.8204 | 0.6080 |
|
| 230 |
+
| 0.0977 | 176.0007 | 23852 | 9.6059 | 0.8255 | 0.6115 |
|
| 231 |
+
| 0.0936 | 177.0007 | 23986 | 8.6284 | 0.8268 | 0.6128 |
|
| 232 |
+
| 0.093 | 178.0007 | 24120 | 9.2845 | 0.8225 | 0.6119 |
|
| 233 |
+
| 0.0957 | 179.0007 | 24254 | 8.0941 | 0.8280 | 0.6098 |
|
| 234 |
+
| 0.0867 | 180.0007 | 24388 | 8.1483 | 0.8328 | 0.6167 |
|
| 235 |
+
| 0.0887 | 181.0006 | 24522 | 6.9962 | 0.8264 | 0.6050 |
|
| 236 |
+
| 0.0945 | 182.0006 | 24656 | 7.4532 | 0.8287 | 0.6102 |
|
| 237 |
+
| 0.087 | 183.0006 | 24790 | 7.8841 | 0.8252 | 0.6097 |
|
| 238 |
+
| 0.0822 | 184.0006 | 24924 | 7.9621 | 0.8246 | 0.6094 |
|
| 239 |
+
| 0.088 | 185.0006 | 25058 | 7.0550 | 0.8271 | 0.6095 |
|
| 240 |
+
| 0.0821 | 186.0006 | 25192 | 6.9690 | 0.8206 | 0.6020 |
|
| 241 |
+
| 0.0806 | 187.0006 | 25326 | 7.5555 | 0.8282 | 0.6167 |
|
| 242 |
+
| 0.0839 | 188.0006 | 25460 | 7.6858 | 0.8252 | 0.6138 |
|
| 243 |
+
| 0.0825 | 189.0006 | 25594 | 6.7863 | 0.8326 | 0.6129 |
|
| 244 |
+
| 0.0832 | 190.0006 | 25728 | 6.8085 | 0.8285 | 0.6179 |
|
| 245 |
+
| 0.0827 | 191.0006 | 25862 | 7.1888 | 0.8291 | 0.6210 |
|
| 246 |
+
| 0.0738 | 192.0006 | 25996 | 7.1850 | 0.8359 | 0.6154 |
|
| 247 |
+
| 0.0823 | 193.0006 | 26130 | 5.9604 | 0.8289 | 0.6185 |
|
| 248 |
+
| 0.0732 | 194.0005 | 26264 | 7.2097 | 0.8273 | 0.6040 |
|
| 249 |
+
| 0.0746 | 195.0005 | 26398 | 6.7980 | 0.8285 | 0.6210 |
|
| 250 |
+
| 0.0692 | 196.0005 | 26532 | 6.3140 | 0.8333 | 0.6247 |
|
| 251 |
+
| 0.0696 | 197.0005 | 26666 | 6.4402 | 0.8324 | 0.6125 |
|
| 252 |
+
| 0.0691 | 198.0005 | 26800 | 6.1395 | 0.8276 | 0.6190 |
|
| 253 |
+
| 0.0749 | 199.0005 | 26934 | 6.6525 | 0.8319 | 0.6185 |
|
| 254 |
+
| 0.0703 | 200.0005 | 27068 | 5.7712 | 0.8269 | 0.6099 |
|
| 255 |
+
| 0.0699 | 201.0005 | 27202 | 5.9619 | 0.8331 | 0.6192 |
|
| 256 |
+
| 0.0697 | 202.0005 | 27336 | 6.1422 | 0.8282 | 0.6189 |
|
| 257 |
+
| 0.0664 | 203.0005 | 27470 | 5.9802 | 0.8296 | 0.6201 |
|
| 258 |
+
| 0.0616 | 204.0005 | 27604 | 5.5207 | 0.8350 | 0.6199 |
|
| 259 |
+
| 0.0732 | 205.0005 | 27738 | 5.7944 | 0.8315 | 0.6201 |
|
| 260 |
+
| 0.0641 | 206.0005 | 27872 | 5.6017 | 0.8323 | 0.6157 |
|
| 261 |
+
| 0.0576 | 207.0005 | 28006 | 6.2887 | 0.8235 | 0.6165 |
|
| 262 |
+
| 0.0645 | 208.0004 | 28140 | 5.8601 | 0.8338 | 0.6192 |
|
| 263 |
+
| 0.0642 | 209.0004 | 28274 | 5.7700 | 0.8355 | 0.6221 |
|
| 264 |
+
| 0.0632 | 210.0004 | 28408 | 5.0916 | 0.8332 | 0.6255 |
|
| 265 |
+
| 0.0651 | 211.0004 | 28542 | 5.3219 | 0.8300 | 0.6099 |
|
| 266 |
+
| 0.0585 | 212.0004 | 28676 | 5.5364 | 0.8331 | 0.6210 |
|
| 267 |
+
| 0.0587 | 213.0004 | 28810 | 5.1313 | 0.8316 | 0.6177 |
|
| 268 |
+
| 0.0627 | 214.0004 | 28944 | 4.9479 | 0.8352 | 0.6185 |
|
| 269 |
+
| 0.0564 | 215.0004 | 29078 | 5.2699 | 0.8349 | 0.6268 |
|
| 270 |
+
| 0.0564 | 216.0004 | 29212 | 5.3181 | 0.8352 | 0.6225 |
|
| 271 |
+
| 0.0567 | 217.0004 | 29346 | 5.0721 | 0.8266 | 0.6170 |
|
| 272 |
+
| 0.0591 | 218.0004 | 29480 | 5.0919 | 0.8380 | 0.6212 |
|
| 273 |
+
| 0.054 | 219.0004 | 29614 | 5.0326 | 0.8277 | 0.6210 |
|
| 274 |
+
| 0.0533 | 220.0004 | 29748 | 4.5075 | 0.8326 | 0.6185 |
|
| 275 |
+
| 0.0608 | 221.0003 | 29882 | 5.1480 | 0.8362 | 0.6154 |
|
| 276 |
+
| 0.0691 | 222.0003 | 30016 | 5.1124 | 0.8320 | 0.6215 |
|
| 277 |
+
| 0.0503 | 223.0003 | 30150 | 4.6642 | 0.8370 | 0.6268 |
|
| 278 |
+
| 0.052 | 224.0003 | 30284 | 4.8534 | 0.8354 | 0.6219 |
|
| 279 |
+
| 0.0531 | 225.0003 | 30418 | 4.5935 | 0.8353 | 0.6241 |
|
| 280 |
+
| 0.0485 | 226.0003 | 30552 | 4.5605 | 0.8361 | 0.6304 |
|
| 281 |
+
| 0.057 | 227.0003 | 30686 | 4.5620 | 0.8351 | 0.6280 |
|
| 282 |
+
| 0.0499 | 228.0003 | 30820 | 4.3572 | 0.8340 | 0.6285 |
|
| 283 |
+
| 0.0538 | 229.0003 | 30954 | 4.4488 | 0.8379 | 0.6318 |
|
| 284 |
+
| 0.0552 | 230.0003 | 31088 | 5.0000 | 0.8356 | 0.6288 |
|
| 285 |
+
| 0.0517 | 231.0003 | 31222 | 4.3277 | 0.8336 | 0.6213 |
|
| 286 |
+
| 0.0477 | 232.0003 | 31356 | 4.2746 | 0.8407 | 0.6276 |
|
| 287 |
+
| 0.0495 | 233.0003 | 31490 | 4.1315 | 0.8393 | 0.6291 |
|
| 288 |
+
| 0.0436 | 234.0003 | 31624 | 4.2755 | 0.8363 | 0.6244 |
|
| 289 |
+
| 0.0466 | 235.0002 | 31758 | 4.3230 | 0.8411 | 0.6329 |
|
| 290 |
+
| 0.0477 | 236.0002 | 31892 | 4.0913 | 0.8390 | 0.6292 |
|
| 291 |
+
| 0.0466 | 237.0002 | 32026 | 3.8497 | 0.8401 | 0.6277 |
|
| 292 |
+
| 0.0463 | 238.0002 | 32160 | 4.4265 | 0.8387 | 0.6279 |
|
| 293 |
+
| 0.044 | 239.0002 | 32294 | 4.3438 | 0.8356 | 0.6288 |
|
| 294 |
+
| 0.0427 | 240.0002 | 32428 | 3.9881 | 0.8422 | 0.6338 |
|
| 295 |
+
| 0.0432 | 241.0002 | 32562 | 3.8410 | 0.8409 | 0.6360 |
|
| 296 |
+
| 0.0474 | 242.0002 | 32696 | 3.8954 | 0.8350 | 0.6238 |
|
| 297 |
+
| 0.0478 | 243.0002 | 32830 | 3.8765 | 0.8402 | 0.6318 |
|
| 298 |
+
| 0.0488 | 244.0002 | 32964 | 3.8497 | 0.8405 | 0.6347 |
|
| 299 |
+
| 0.0422 | 245.0002 | 33098 | 3.5000 | 0.8396 | 0.6297 |
|
| 300 |
+
| 0.0445 | 246.0002 | 33232 | 3.9741 | 0.8399 | 0.6297 |
|
| 301 |
+
| 0.0402 | 247.0002 | 33366 | 3.9199 | 0.8362 | 0.6283 |
|
| 302 |
+
| 0.0379 | 248.0001 | 33500 | 3.7305 | 0.8440 | 0.6351 |
|
| 303 |
+
| 0.0417 | 249.0001 | 33634 | 3.8176 | 0.8402 | 0.6310 |
|
| 304 |
+
| 0.0412 | 250.0001 | 33768 | 3.7180 | 0.8355 | 0.6299 |
|
| 305 |
+
| 0.0399 | 251.0001 | 33902 | 3.6548 | 0.8422 | 0.6334 |
|
| 306 |
+
| 0.0398 | 252.0001 | 34036 | 3.7026 | 0.8399 | 0.6343 |
|
| 307 |
+
| 0.0383 | 253.0001 | 34170 | 3.6131 | 0.8438 | 0.6376 |
|
| 308 |
+
| 0.0387 | 254.0001 | 34304 | 3.7436 | 0.8385 | 0.6350 |
|
| 309 |
+
| 0.0364 | 255.0001 | 34438 | 3.7502 | 0.8397 | 0.6333 |
|
| 310 |
+
| 0.0375 | 256.0001 | 34572 | 3.3613 | 0.8399 | 0.6385 |
|
| 311 |
+
| 0.0417 | 257.0001 | 34706 | 3.6177 | 0.8358 | 0.6269 |
|
| 312 |
+
| 0.0391 | 258.0001 | 34840 | 3.5289 | 0.8426 | 0.6295 |
|
| 313 |
+
| 0.0375 | 259.0001 | 34974 | 3.6470 | 0.8412 | 0.6376 |
|
| 314 |
+
| 0.04 | 260.0001 | 35108 | 3.4957 | 0.8448 | 0.6390 |
|
| 315 |
+
| 0.0353 | 261.0001 | 35242 | 3.5731 | 0.8412 | 0.6326 |
|
| 316 |
+
| 0.0373 | 262.0000 | 35376 | 3.4997 | 0.8436 | 0.6320 |
|
| 317 |
+
| 0.037 | 263.0000 | 35510 | 3.6281 | 0.8411 | 0.6363 |
|
| 318 |
+
| 0.0353 | 264.0000 | 35644 | 3.4524 | 0.8433 | 0.6342 |
|
| 319 |
+
| 0.0382 | 265.0000 | 35778 | 3.5199 | 0.8423 | 0.6340 |
|
| 320 |
+
| 0.0383 | 266.0000 | 35912 | 3.3159 | 0.8397 | 0.6383 |
|
| 321 |
+
| 0.0361 | 267.0000 | 36046 | 3.5210 | 0.8362 | 0.6322 |
|
| 322 |
+
| 0.0363 | 267.0010 | 36180 | 3.3374 | 0.8456 | 0.6352 |
|
| 323 |
+
| 0.0367 | 268.0010 | 36314 | 3.3686 | 0.8448 | 0.6379 |
|
| 324 |
+
| 0.0353 | 269.0010 | 36448 | 3.1677 | 0.8476 | 0.6375 |
|
| 325 |
+
| 0.0359 | 270.0010 | 36582 | 3.3584 | 0.8430 | 0.6382 |
|
| 326 |
+
| 0.0318 | 271.0010 | 36716 | 3.2359 | 0.8418 | 0.6330 |
|
| 327 |
+
| 0.0329 | 272.0010 | 36850 | 3.5583 | 0.8436 | 0.6387 |
|
| 328 |
+
| 0.0314 | 273.0010 | 36984 | 3.1740 | 0.8430 | 0.6426 |
|
| 329 |
+
| 0.0325 | 274.0010 | 37118 | 3.3802 | 0.8438 | 0.6373 |
|
| 330 |
+
| 0.0348 | 275.0009 | 37252 | 3.2404 | 0.8452 | 0.6423 |
|
| 331 |
+
| 0.0319 | 276.0009 | 37386 | 3.6001 | 0.8485 | 0.6438 |
|
| 332 |
+
| 0.0334 | 277.0009 | 37520 | 3.2964 | 0.8444 | 0.6372 |
|
| 333 |
+
| 0.031 | 278.0009 | 37654 | 3.4434 | 0.8435 | 0.6279 |
|
| 334 |
+
| 0.0299 | 279.0009 | 37788 | 3.0918 | 0.8450 | 0.6372 |
|
| 335 |
+
| 0.0335 | 280.0009 | 37922 | 3.4162 | 0.8456 | 0.6414 |
|
| 336 |
+
| 0.034 | 281.0009 | 38056 | 3.4431 | 0.8424 | 0.6389 |
|
| 337 |
+
| 0.0316 | 282.0009 | 38190 | 3.4383 | 0.8436 | 0.6346 |
|
| 338 |
+
| 0.0289 | 283.0009 | 38324 | 3.3247 | 0.8502 | 0.6403 |
|
| 339 |
+
| 0.0278 | 284.0009 | 38458 | 3.2105 | 0.8473 | 0.6352 |
|
| 340 |
+
| 0.0299 | 285.0009 | 38592 | 3.1715 | 0.8448 | 0.6346 |
|
| 341 |
+
| 0.0296 | 286.0009 | 38726 | 3.1941 | 0.8444 | 0.6399 |
|
| 342 |
+
| 0.03 | 287.0009 | 38860 | 3.1617 | 0.8436 | 0.6391 |
|
| 343 |
+
| 0.0267 | 288.0008 | 38994 | 3.1823 | 0.8438 | 0.6366 |
|
| 344 |
+
| 0.0304 | 289.0008 | 39128 | 3.1678 | 0.8469 | 0.6441 |
|
| 345 |
+
| 0.0322 | 290.0008 | 39262 | 3.1292 | 0.8447 | 0.6365 |
|
| 346 |
+
| 0.0299 | 291.0008 | 39396 | 3.1379 | 0.8502 | 0.6392 |
|
| 347 |
+
| 0.028 | 292.0008 | 39530 | 3.1904 | 0.8460 | 0.6387 |
|
| 348 |
+
| 0.0255 | 293.0008 | 39664 | 3.0576 | 0.8484 | 0.6426 |
|
| 349 |
+
| 0.0294 | 294.0008 | 39798 | 3.0661 | 0.8445 | 0.6437 |
|
| 350 |
+
| 0.0276 | 295.0008 | 39932 | 3.1695 | 0.8462 | 0.6353 |
|
| 351 |
+
| 0.0277 | 296.0008 | 40066 | 2.9409 | 0.8479 | 0.6460 |
|
| 352 |
+
| 0.028 | 297.0008 | 40200 | 3.1881 | 0.8463 | 0.6396 |
|
| 353 |
+
| 0.0272 | 298.0008 | 40334 | 3.0840 | 0.8435 | 0.6418 |
|
| 354 |
+
| 0.0271 | 299.0008 | 40468 | 3.2019 | 0.8453 | 0.6404 |
|
| 355 |
+
| 0.0289 | 300.0008 | 40602 | 3.0667 | 0.8467 | 0.6403 |
|
| 356 |
+
| 0.0279 | 301.0008 | 40736 | 2.9892 | 0.8472 | 0.6397 |
|
| 357 |
+
| 0.0295 | 302.0007 | 40870 | 2.9842 | 0.8492 | 0.6444 |
|
| 358 |
+
| 0.0256 | 303.0007 | 41004 | 3.1177 | 0.8403 | 0.6376 |
|
| 359 |
+
| 0.0352 | 304.0007 | 41138 | 2.9645 | 0.8504 | 0.6478 |
|
| 360 |
+
| 0.0263 | 305.0007 | 41272 | 3.1005 | 0.8454 | 0.6481 |
|
| 361 |
+
| 0.0277 | 306.0007 | 41406 | 3.1990 | 0.8431 | 0.6478 |
|
| 362 |
+
| 0.026 | 307.0007 | 41540 | 3.1607 | 0.8515 | 0.6448 |
|
| 363 |
+
| 0.0278 | 308.0007 | 41674 | 3.0239 | 0.8505 | 0.6483 |
|
| 364 |
+
| 0.0276 | 309.0007 | 41808 | 2.8455 | 0.8439 | 0.6409 |
|
| 365 |
+
| 0.0274 | 310.0007 | 41942 | 2.9537 | 0.8534 | 0.6494 |
|
| 366 |
+
| 0.0253 | 311.0007 | 42076 | 2.8886 | 0.8507 | 0.6510 |
|
| 367 |
+
| 0.0289 | 312.0007 | 42210 | 2.8655 | 0.8477 | 0.6453 |
|
| 368 |
+
| 0.0257 | 313.0007 | 42344 | 2.9944 | 0.8474 | 0.6456 |
|
| 369 |
+
| 0.0254 | 314.0007 | 42478 | 3.0366 | 0.8451 | 0.6442 |
|
| 370 |
+
| 0.024 | 315.0006 | 42612 | 3.0078 | 0.8498 | 0.6452 |
|
| 371 |
+
| 0.0249 | 316.0006 | 42746 | 2.8746 | 0.8519 | 0.6509 |
|
| 372 |
+
| 0.0235 | 317.0006 | 42880 | 2.9079 | 0.8473 | 0.6483 |
|
| 373 |
+
| 0.023 | 318.0006 | 43014 | 2.8602 | 0.8461 | 0.6457 |
|
| 374 |
+
| 0.0251 | 319.0006 | 43148 | 2.9523 | 0.8488 | 0.6409 |
|
| 375 |
+
| 0.0265 | 320.0006 | 43282 | 2.9855 | 0.8493 | 0.6469 |
|
| 376 |
+
| 0.0244 | 321.0006 | 43416 | 2.9887 | 0.8475 | 0.6499 |
|
| 377 |
+
| 0.0265 | 322.0006 | 43550 | 2.8213 | 0.8507 | 0.6473 |
|
| 378 |
+
| 0.0238 | 323.0006 | 43684 | 2.8575 | 0.8476 | 0.6437 |
|
| 379 |
+
| 0.025 | 324.0006 | 43818 | 2.9610 | 0.8501 | 0.6432 |
|
| 380 |
+
| 0.0231 | 325.0006 | 43952 | 2.8522 | 0.8491 | 0.6511 |
|
| 381 |
+
| 0.0219 | 326.0006 | 44086 | 2.9231 | 0.8463 | 0.6384 |
|
| 382 |
+
| 0.0209 | 327.0006 | 44220 | 2.8899 | 0.8465 | 0.6494 |
|
| 383 |
+
| 0.0211 | 328.0005 | 44354 | 2.6775 | 0.8508 | 0.6489 |
|
| 384 |
+
| 0.0218 | 329.0005 | 44488 | 2.7962 | 0.8480 | 0.6419 |
|
| 385 |
+
| 0.0254 | 330.0005 | 44622 | 2.8140 | 0.8487 | 0.6408 |
|
| 386 |
+
| 0.0238 | 331.0005 | 44756 | 2.7118 | 0.8527 | 0.6547 |
|
| 387 |
+
| 0.0262 | 332.0005 | 44890 | 2.8516 | 0.8497 | 0.6499 |
|
| 388 |
+
| 0.0224 | 333.0005 | 45024 | 2.9087 | 0.8534 | 0.6500 |
|
| 389 |
+
| 0.0215 | 334.0005 | 45158 | 2.7763 | 0.8532 | 0.6474 |
|
| 390 |
+
| 0.023 | 335.0005 | 45292 | 2.7799 | 0.8457 | 0.6505 |
|
| 391 |
+
| 0.022 | 336.0005 | 45426 | 3.0467 | 0.8501 | 0.6461 |
|
| 392 |
+
| 0.0257 | 337.0005 | 45560 | 2.8287 | 0.8499 | 0.6512 |
|
| 393 |
+
| 0.0224 | 338.0005 | 45694 | 2.8291 | 0.8531 | 0.6427 |
|
| 394 |
+
| 0.0235 | 339.0005 | 45828 | 2.9254 | 0.8494 | 0.6465 |
|
| 395 |
+
| 0.022 | 340.0005 | 45962 | 2.8953 | 0.8484 | 0.6466 |
|
| 396 |
+
| 0.0201 | 341.0005 | 46096 | 2.8090 | 0.8525 | 0.6487 |
|
| 397 |
+
| 0.0209 | 342.0004 | 46230 | 2.8339 | 0.8528 | 0.6536 |
|
| 398 |
+
| 0.0212 | 343.0004 | 46364 | 2.8510 | 0.8523 | 0.6578 |
|
| 399 |
+
| 0.0206 | 344.0004 | 46498 | 3.0095 | 0.8514 | 0.6505 |
|
| 400 |
+
| 0.0238 | 345.0004 | 46632 | 2.9282 | 0.8550 | 0.6504 |
|
| 401 |
+
| 0.0204 | 346.0004 | 46766 | 3.1101 | 0.8533 | 0.6533 |
|
| 402 |
+
| 0.0239 | 347.0004 | 46900 | 2.9568 | 0.8515 | 0.6511 |
|
| 403 |
+
| 0.0219 | 348.0004 | 47034 | 2.9648 | 0.8452 | 0.6439 |
|
| 404 |
+
| 0.0221 | 349.0004 | 47168 | 2.7161 | 0.8479 | 0.6500 |
|
| 405 |
+
| 0.0218 | 350.0004 | 47302 | 2.7864 | 0.8460 | 0.6547 |
|
| 406 |
+
| 0.021 | 351.0004 | 47436 | 2.6934 | 0.8536 | 0.6537 |
|
| 407 |
+
| 0.0193 | 352.0004 | 47570 | 2.8054 | 0.8518 | 0.6501 |
|
| 408 |
+
| 0.0208 | 353.0004 | 47704 | 2.6761 | 0.8492 | 0.6490 |
|
| 409 |
+
| 0.0194 | 354.0004 | 47838 | 2.6105 | 0.8532 | 0.6513 |
|
| 410 |
+
| 0.0179 | 355.0003 | 47972 | 2.6430 | 0.8513 | 0.6531 |
|
| 411 |
+
| 0.0189 | 356.0003 | 48106 | 2.8046 | 0.8519 | 0.6528 |
|
| 412 |
+
| 0.0191 | 357.0003 | 48240 | 2.7391 | 0.8504 | 0.6523 |
|
| 413 |
+
| 0.02 | 358.0003 | 48374 | 2.6332 | 0.8542 | 0.6545 |
|
| 414 |
+
| 0.019 | 359.0003 | 48508 | 2.7742 | 0.8542 | 0.6465 |
|
| 415 |
+
| 0.0213 | 360.0003 | 48642 | 2.6351 | 0.8531 | 0.6573 |
|
| 416 |
+
| 0.0195 | 361.0003 | 48776 | 2.6694 | 0.8533 | 0.6514 |
|
| 417 |
+
| 0.0206 | 362.0003 | 48910 | 2.5378 | 0.8562 | 0.6577 |
|
| 418 |
+
| 0.019 | 363.0003 | 49044 | 2.6648 | 0.8515 | 0.6495 |
|
| 419 |
+
|
| 420 |
+
|
| 421 |
+
### Framework versions
|
| 422 |
+
|
| 423 |
+
- Transformers 4.46.0
|
| 424 |
+
- Pytorch 2.3.1+cu121
|
| 425 |
+
- Datasets 2.20.0
|
| 426 |
+
- Tokenizers 0.20.1
|
model.safetensors
CHANGED
|
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CHANGED
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ADDED
|
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