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BlueBeagle
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t5-small-finetuned-xsum

Text2Text Generation
Transformers
PyTorch
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
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End of training

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README.md CHANGED
@@ -17,12 +17,12 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3773
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- - Rouge1: 76.5735
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- - Rouge2: 74.0611
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- - Rougel: 76.9279
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- - Rougelsum: 76.7502
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- - Gen Len: 12.3684
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  ## Model description
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@@ -47,76 +47,268 @@ The following hyperparameters were used during training:
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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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- - num_epochs: 64
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52
  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
55
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
56
- | No log | 1.0 | 3 | 2.3350 | 8.9016 | 4.9624 | 8.561 | 8.521 | 17.0789 |
57
- | No log | 2.0 | 6 | 2.2082 | 8.8982 | 4.9624 | 8.5474 | 8.4807 | 16.8158 |
58
- | No log | 3.0 | 9 | 2.0239 | 6.3522 | 2.8822 | 5.9706 | 5.9968 | 16.3947 |
59
- | No log | 4.0 | 12 | 1.9026 | 6.3122 | 2.8822 | 5.7577 | 5.8666 | 16.5526 |
60
- | No log | 5.0 | 15 | 1.7655 | 6.7889 | 2.8822 | 6.229 | 6.3143 | 16.3684 |
61
- | No log | 6.0 | 18 | 1.6270 | 6.2127 | 3.2331 | 5.5808 | 5.6566 | 15.6579 |
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- | No log | 7.0 | 21 | 1.5019 | 6.2816 | 3.3198 | 5.6661 | 5.7835 | 15.3158 |
63
- | No log | 8.0 | 24 | 1.4107 | 6.2816 | 3.3198 | 5.6661 | 5.7835 | 15.3421 |
64
- | No log | 9.0 | 27 | 1.3240 | 10.8854 | 6.6397 | 10.1852 | 10.2678 | 15.4211 |
65
- | No log | 10.0 | 30 | 1.2590 | 15.747 | 13.6747 | 15.9617 | 16.0821 | 15.1053 |
66
- | No log | 11.0 | 33 | 1.1988 | 18.5812 | 15.8877 | 18.637 | 18.8755 | 15.0789 |
67
- | No log | 12.0 | 36 | 1.1513 | 14.0714 | 11.6088 | 14.2061 | 14.0938 | 14.7632 |
68
- | No log | 13.0 | 39 | 1.1108 | 16.0599 | 13.3917 | 16.225 | 15.9864 | 14.8947 |
69
- | No log | 14.0 | 42 | 1.0766 | 17.8985 | 15.6223 | 18.4261 | 18.2524 | 14.9474 |
70
- | No log | 15.0 | 45 | 1.0448 | 17.8985 | 15.6223 | 18.4261 | 18.2524 | 14.9474 |
71
- | No log | 16.0 | 48 | 1.0137 | 17.8985 | 15.6223 | 18.4261 | 18.2524 | 14.9474 |
72
- | No log | 17.0 | 51 | 0.9843 | 17.8985 | 15.6223 | 18.4261 | 18.2524 | 14.6316 |
73
- | No log | 18.0 | 54 | 0.9598 | 27.5385 | 24.73 | 27.5826 | 27.7639 | 14.4474 |
74
- | No log | 19.0 | 57 | 0.9313 | 28.9525 | 25.8784 | 29.148 | 29.1478 | 14.4474 |
75
- | No log | 20.0 | 60 | 0.9001 | 29.7391 | 26.6691 | 30.1382 | 30.1101 | 14.4737 |
76
- | No log | 21.0 | 63 | 0.8695 | 31.6294 | 28.402 | 32.1917 | 32.0891 | 14.3684 |
77
- | No log | 22.0 | 66 | 0.8406 | 33.9712 | 30.7072 | 34.382 | 34.3829 | 14.3158 |
78
- | No log | 23.0 | 69 | 0.8133 | 36.0319 | 32.7218 | 36.607 | 36.4543 | 14.3421 |
79
- | No log | 24.0 | 72 | 0.7880 | 36.0319 | 32.7218 | 36.607 | 36.4543 | 14.3421 |
80
- | No log | 25.0 | 75 | 0.7622 | 36.3979 | 33.086 | 36.905 | 36.6806 | 14.3421 |
81
- | No log | 26.0 | 78 | 0.7377 | 40.1654 | 37.0379 | 40.2783 | 40.2438 | 14.2632 |
82
- | No log | 27.0 | 81 | 0.7145 | 40.7528 | 37.7009 | 41.0545 | 41.0725 | 14.1316 |
83
- | No log | 28.0 | 84 | 0.6912 | 40.7528 | 37.7009 | 41.0545 | 41.0725 | 14.1316 |
84
- | No log | 29.0 | 87 | 0.6674 | 42.3738 | 39.5725 | 42.4529 | 42.3105 | 13.9737 |
85
- | No log | 30.0 | 90 | 0.6429 | 44.7342 | 41.9521 | 44.7141 | 44.7653 | 14.1842 |
86
- | No log | 31.0 | 93 | 0.6225 | 44.7342 | 41.9521 | 44.7141 | 44.7653 | 14.1842 |
87
- | No log | 32.0 | 96 | 0.6045 | 44.7342 | 41.9521 | 44.7141 | 44.7653 | 14.9737 |
88
- | No log | 33.0 | 99 | 0.5874 | 44.8851 | 42.3601 | 44.6841 | 44.7448 | 14.9474 |
89
- | No log | 34.0 | 102 | 0.5707 | 48.0171 | 44.6572 | 48.3977 | 48.1823 | 14.3947 |
90
- | No log | 35.0 | 105 | 0.5529 | 50.0598 | 46.834 | 50.0339 | 49.9161 | 14.4474 |
91
- | No log | 36.0 | 108 | 0.5356 | 52.9499 | 49.369 | 53.0648 | 52.7644 | 14.5 |
92
- | No log | 37.0 | 111 | 0.5203 | 52.8057 | 49.1915 | 52.9703 | 52.6609 | 14.3947 |
93
- | No log | 38.0 | 114 | 0.5058 | 58.1928 | 55.6897 | 58.5269 | 58.4782 | 14.2105 |
94
- | No log | 39.0 | 117 | 0.4921 | 60.7074 | 58.7889 | 60.8191 | 60.8808 | 13.7895 |
95
- | No log | 40.0 | 120 | 0.4800 | 61.7875 | 59.9339 | 61.8496 | 61.7658 | 13.6842 |
96
- | No log | 41.0 | 123 | 0.4698 | 61.7875 | 59.9339 | 61.8496 | 61.7658 | 13.6842 |
97
- | No log | 42.0 | 126 | 0.4597 | 62.4637 | 60.7042 | 62.487 | 62.5551 | 13.5789 |
98
- | No log | 43.0 | 129 | 0.4505 | 63.0021 | 61.3266 | 62.9796 | 63.0653 | 13.3158 |
99
- | No log | 44.0 | 132 | 0.4442 | 63.6533 | 62.0722 | 63.7451 | 63.7313 | 13.1316 |
100
- | No log | 45.0 | 135 | 0.4388 | 63.6533 | 62.0722 | 63.7451 | 63.7313 | 13.1842 |
101
- | No log | 46.0 | 138 | 0.4316 | 63.6533 | 62.0722 | 63.7451 | 63.7313 | 13.1842 |
102
- | No log | 47.0 | 141 | 0.4253 | 64.5396 | 63.1662 | 64.6941 | 64.7424 | 13.1053 |
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- | No log | 48.0 | 144 | 0.4194 | 65.9713 | 63.1662 | 66.2938 | 66.3228 | 13.1053 |
104
- | No log | 49.0 | 147 | 0.4134 | 69.236 | 66.507 | 69.4403 | 69.4443 | 12.7368 |
105
- | No log | 50.0 | 150 | 0.4078 | 69.9113 | 67.1987 | 70.0511 | 70.203 | 12.6053 |
106
- | No log | 51.0 | 153 | 0.4037 | 69.9113 | 67.1987 | 70.0511 | 70.203 | 12.6053 |
107
- | No log | 52.0 | 156 | 0.4001 | 69.9113 | 67.1987 | 70.0511 | 70.203 | 12.6053 |
108
- | No log | 53.0 | 159 | 0.3967 | 71.6949 | 69.5145 | 72.1298 | 71.9241 | 12.5 |
109
- | No log | 54.0 | 162 | 0.3933 | 71.6949 | 69.5145 | 72.1298 | 71.9241 | 12.5526 |
110
- | No log | 55.0 | 165 | 0.3901 | 71.6949 | 69.5145 | 72.1298 | 71.9241 | 12.3684 |
111
- | No log | 56.0 | 168 | 0.3875 | 71.6949 | 69.5145 | 72.1298 | 71.9241 | 12.3684 |
112
- | No log | 57.0 | 171 | 0.3856 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
113
- | No log | 58.0 | 174 | 0.3843 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
114
- | No log | 59.0 | 177 | 0.3828 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
115
- | No log | 60.0 | 180 | 0.3811 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
116
- | No log | 61.0 | 183 | 0.3798 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
117
- | No log | 62.0 | 186 | 0.3786 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
118
- | No log | 63.0 | 189 | 0.3777 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
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- | No log | 64.0 | 192 | 0.3773 | 76.5735 | 74.0611 | 76.9279 | 76.7502 | 12.3684 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
19
  It achieves the following results on the evaluation set:
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+ - Loss: 0.0614
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+ - Rouge1: 100.0
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+ - Rouge2: 91.3225
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+ - Rougel: 93.8251
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+ - Rougelsum: 100.0
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+ - Gen Len: 13.6957
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27
  ## Model description
28
 
 
47
  - seed: 42
48
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
49
  - lr_scheduler_type: linear
50
+ - num_epochs: 256
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52
  ### Training results
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54
  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
55
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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+ | No log | 1.0 | 3 | 2.3373 | 7.4605 | 3.456 | 7.4165 | 7.3515 | 17.3478 |
57
+ | No log | 2.0 | 6 | 2.2506 | 8.0394 | 3.456 | 7.9941 | 7.9333 | 17.3478 |
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+ | No log | 3.0 | 9 | 2.1686 | 9.8685 | 4.4912 | 9.5531 | 9.5659 | 17.2826 |
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+ | No log | 4.0 | 12 | 1.9320 | 11.9877 | 5.571 | 11.6126 | 11.6283 | 17.4565 |
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+ | No log | 5.0 | 15 | 1.7756 | 13.4114 | 6.9661 | 13.2697 | 13.142 | 17.3043 |
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+ | No log | 6.0 | 18 | 1.5497 | 20.8289 | 15.6415 | 20.801 | 20.8735 | 17.2826 |
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+ | No log | 7.0 | 21 | 1.3883 | 23.7381 | 18.9965 | 23.9623 | 23.8759 | 17.1522 |
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+ | No log | 8.0 | 24 | 1.2540 | 29.9925 | 24.6624 | 30.2144 | 30.203 | 17.2174 |
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+ | No log | 9.0 | 27 | 1.1418 | 32.2608 | 26.7882 | 32.3905 | 32.3128 | 16.8261 |
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+ | No log | 10.0 | 30 | 1.0445 | 33.2161 | 26.6606 | 33.4993 | 33.5427 | 16.1957 |
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+ | No log | 11.0 | 33 | 0.9713 | 40.9827 | 34.1302 | 41.241 | 41.1489 | 15.3696 |
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+ | No log | 12.0 | 36 | 0.9212 | 38.2575 | 32.6764 | 38.6921 | 38.4431 | 15.3043 |
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+ | No log | 13.0 | 39 | 0.8729 | 36.6868 | 31.6724 | 36.7527 | 36.4661 | 15.5 |
69
+ | No log | 14.0 | 42 | 0.8234 | 43.2153 | 38.3637 | 43.3746 | 43.5416 | 15.5652 |
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+ | No log | 15.0 | 45 | 0.7772 | 47.0778 | 41.5839 | 47.345 | 47.5476 | 15.1739 |
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+ | No log | 16.0 | 48 | 0.7361 | 52.0592 | 46.9257 | 52.4456 | 52.359 | 15.1087 |
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+ | No log | 17.0 | 51 | 0.6846 | 56.6602 | 51.1202 | 56.7449 | 56.6945 | 15.087 |
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+ | No log | 18.0 | 54 | 0.6385 | 63.4898 | 57.2655 | 63.3536 | 63.5142 | 14.7826 |
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+ | No log | 19.0 | 57 | 0.5898 | 63.7253 | 57.5173 | 63.6094 | 63.8015 | 14.8043 |
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+ | No log | 20.0 | 60 | 0.5366 | 64.165 | 57.892 | 63.9786 | 64.2446 | 14.8043 |
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+ | No log | 21.0 | 63 | 0.4835 | 67.1158 | 60.4042 | 67.3224 | 67.4436 | 14.7826 |
77
+ | No log | 22.0 | 66 | 0.4322 | 72.722 | 66.3987 | 72.7989 | 72.8632 | 14.3696 |
78
+ | No log | 23.0 | 69 | 0.3795 | 77.3032 | 70.8913 | 77.3924 | 77.2499 | 13.7826 |
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+ | No log | 24.0 | 72 | 0.3276 | 83.8189 | 78.7629 | 83.662 | 83.6469 | 13.1522 |
80
+ | No log | 25.0 | 75 | 0.2944 | 84.1064 | 78.8184 | 83.9576 | 83.9749 | 12.8913 |
81
+ | No log | 26.0 | 78 | 0.2606 | 87.7806 | 83.499 | 87.6869 | 87.8716 | 12.7826 |
82
+ | No log | 27.0 | 81 | 0.2257 | 89.5296 | 85.4444 | 89.4879 | 89.5489 | 12.913 |
83
+ | No log | 28.0 | 84 | 0.1899 | 91.3258 | 87.7915 | 91.2211 | 91.4052 | 13.0435 |
84
+ | No log | 29.0 | 87 | 0.1663 | 91.5209 | 88.0013 | 91.3906 | 91.6698 | 12.9565 |
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+ | No log | 30.0 | 90 | 0.1448 | 91.4444 | 87.8821 | 91.221 | 91.4855 | 13.0652 |
86
+ | No log | 31.0 | 93 | 0.1303 | 91.6605 | 88.2289 | 91.5591 | 91.7967 | 13.0652 |
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+ | No log | 32.0 | 96 | 0.1179 | 93.1229 | 88.0952 | 92.4854 | 93.1228 | 13.1522 |
88
+ | No log | 33.0 | 99 | 0.1025 | 92.2473 | 86.9145 | 91.9109 | 92.2922 | 12.8696 |
89
+ | No log | 34.0 | 102 | 0.0927 | 92.2473 | 86.9145 | 91.9109 | 92.2922 | 12.8696 |
90
+ | No log | 35.0 | 105 | 0.0858 | 94.4127 | 88.6778 | 93.3355 | 94.3427 | 13.2174 |
91
+ | No log | 36.0 | 108 | 0.0777 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 |
92
+ | No log | 37.0 | 111 | 0.0698 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 |
93
+ | No log | 38.0 | 114 | 0.0616 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 |
94
+ | No log | 39.0 | 117 | 0.0496 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 |
95
+ | No log | 40.0 | 120 | 0.0431 | 93.7681 | 88.0435 | 93.7681 | 93.8406 | 13.087 |
96
+ | No log | 41.0 | 123 | 0.0414 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 |
97
+ | No log | 42.0 | 126 | 0.0393 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 |
98
+ | No log | 43.0 | 129 | 0.0370 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 |
99
+ | No log | 44.0 | 132 | 0.0329 | 96.1836 | 91.4596 | 96.1353 | 96.3043 | 13.2826 |
100
+ | No log | 45.0 | 135 | 0.0304 | 96.6184 | 92.5466 | 96.6184 | 96.7391 | 13.3478 |
101
+ | No log | 46.0 | 138 | 0.0294 | 96.6184 | 92.5466 | 96.6184 | 96.7391 | 13.3478 |
102
+ | No log | 47.0 | 141 | 0.0292 | 96.7391 | 93.1159 | 96.4803 | 96.9203 | 13.3913 |
103
+ | No log | 48.0 | 144 | 0.0290 | 96.7391 | 92.7536 | 96.0663 | 96.9203 | 13.3913 |
104
+ | No log | 49.0 | 147 | 0.0290 | 98.913 | 97.2826 | 98.323 | 98.913 | 13.587 |
105
+ | No log | 50.0 | 150 | 0.0299 | 98.913 | 97.2826 | 98.323 | 98.913 | 13.587 |
106
+ | No log | 51.0 | 153 | 0.0310 | 97.4638 | 93.8768 | 96.0145 | 97.4638 | 13.4565 |
107
+ | No log | 52.0 | 156 | 0.0320 | 98.913 | 95.1449 | 96.6097 | 98.913 | 13.587 |
108
+ | No log | 53.0 | 159 | 0.0341 | 97.4638 | 91.413 | 94.001 | 97.4638 | 13.4565 |
109
+ | No log | 54.0 | 162 | 0.0364 | 97.4638 | 91.0326 | 93.6465 | 97.4638 | 13.4565 |
110
+ | No log | 55.0 | 165 | 0.0377 | 97.4638 | 91.0326 | 93.6465 | 97.4638 | 13.4565 |
111
+ | No log | 56.0 | 168 | 0.0389 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 |
112
+ | No log | 57.0 | 171 | 0.0399 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 |
113
+ | No log | 58.0 | 174 | 0.0402 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 |
114
+ | No log | 59.0 | 177 | 0.0412 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 |
115
+ | No log | 60.0 | 180 | 0.0430 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 |
116
+ | No log | 61.0 | 183 | 0.0454 | 98.913 | 92.6268 | 94.5575 | 98.913 | 13.587 |
117
+ | No log | 62.0 | 186 | 0.0471 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
118
+ | No log | 63.0 | 189 | 0.0477 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
119
+ | No log | 64.0 | 192 | 0.0481 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
120
+ | No log | 65.0 | 195 | 0.0496 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
121
+ | No log | 66.0 | 198 | 0.0512 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
122
+ | No log | 67.0 | 201 | 0.0530 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
123
+ | No log | 68.0 | 204 | 0.0551 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
124
+ | No log | 69.0 | 207 | 0.0567 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
125
+ | No log | 70.0 | 210 | 0.0577 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
126
+ | No log | 71.0 | 213 | 0.0590 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
127
+ | No log | 72.0 | 216 | 0.0600 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 |
128
+ | No log | 73.0 | 219 | 0.0611 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
129
+ | No log | 74.0 | 222 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
130
+ | No log | 75.0 | 225 | 0.0614 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
131
+ | No log | 76.0 | 228 | 0.0601 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
132
+ | No log | 77.0 | 231 | 0.0594 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
133
+ | No log | 78.0 | 234 | 0.0595 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
134
+ | No log | 79.0 | 237 | 0.0597 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
135
+ | No log | 80.0 | 240 | 0.0607 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
136
+ | No log | 81.0 | 243 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
137
+ | No log | 82.0 | 246 | 0.0620 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
138
+ | No log | 83.0 | 249 | 0.0619 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
139
+ | No log | 84.0 | 252 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
140
+ | No log | 85.0 | 255 | 0.0619 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
141
+ | No log | 86.0 | 258 | 0.0620 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
142
+ | No log | 87.0 | 261 | 0.0622 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
143
+ | No log | 88.0 | 264 | 0.0630 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
144
+ | No log | 89.0 | 267 | 0.0632 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
145
+ | No log | 90.0 | 270 | 0.0631 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
146
+ | No log | 91.0 | 273 | 0.0635 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 |
147
+ | No log | 92.0 | 276 | 0.0637 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
148
+ | No log | 93.0 | 279 | 0.0634 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
149
+ | No log | 94.0 | 282 | 0.0635 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
150
+ | No log | 95.0 | 285 | 0.0623 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
151
+ | No log | 96.0 | 288 | 0.0607 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
152
+ | No log | 97.0 | 291 | 0.0594 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
153
+ | No log | 98.0 | 294 | 0.0595 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
154
+ | No log | 99.0 | 297 | 0.0594 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
155
+ | No log | 100.0 | 300 | 0.0601 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
156
+ | No log | 101.0 | 303 | 0.0617 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
157
+ | No log | 102.0 | 306 | 0.0630 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
158
+ | No log | 103.0 | 309 | 0.0638 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
159
+ | No log | 104.0 | 312 | 0.0650 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
160
+ | No log | 105.0 | 315 | 0.0658 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
161
+ | No log | 106.0 | 318 | 0.0655 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
162
+ | No log | 107.0 | 321 | 0.0647 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
163
+ | No log | 108.0 | 324 | 0.0632 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
164
+ | No log | 109.0 | 327 | 0.0618 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
165
+ | No log | 110.0 | 330 | 0.0615 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
166
+ | No log | 111.0 | 333 | 0.0615 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
167
+ | No log | 112.0 | 336 | 0.0616 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
168
+ | No log | 113.0 | 339 | 0.0611 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
169
+ | No log | 114.0 | 342 | 0.0618 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
170
+ | No log | 115.0 | 345 | 0.0625 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
171
+ | No log | 116.0 | 348 | 0.0626 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
172
+ | No log | 117.0 | 351 | 0.0619 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 |
173
+ | No log | 118.0 | 354 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
174
+ | No log | 119.0 | 357 | 0.0598 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
175
+ | No log | 120.0 | 360 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
176
+ | No log | 121.0 | 363 | 0.0574 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
177
+ | No log | 122.0 | 366 | 0.0572 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
178
+ | No log | 123.0 | 369 | 0.0575 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
179
+ | No log | 124.0 | 372 | 0.0582 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
180
+ | No log | 125.0 | 375 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
181
+ | No log | 126.0 | 378 | 0.0597 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
182
+ | No log | 127.0 | 381 | 0.0605 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
183
+ | No log | 128.0 | 384 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
184
+ | No log | 129.0 | 387 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
185
+ | No log | 130.0 | 390 | 0.0634 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
186
+ | No log | 131.0 | 393 | 0.0640 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
187
+ | No log | 132.0 | 396 | 0.0640 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
188
+ | No log | 133.0 | 399 | 0.0632 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
189
+ | No log | 134.0 | 402 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
190
+ | No log | 135.0 | 405 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
191
+ | No log | 136.0 | 408 | 0.0595 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
192
+ | No log | 137.0 | 411 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
193
+ | No log | 138.0 | 414 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
194
+ | No log | 139.0 | 417 | 0.0584 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
195
+ | No log | 140.0 | 420 | 0.0580 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
196
+ | No log | 141.0 | 423 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
197
+ | No log | 142.0 | 426 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
198
+ | No log | 143.0 | 429 | 0.0584 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
199
+ | No log | 144.0 | 432 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
200
+ | No log | 145.0 | 435 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
201
+ | No log | 146.0 | 438 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
202
+ | No log | 147.0 | 441 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
203
+ | No log | 148.0 | 444 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
204
+ | No log | 149.0 | 447 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
205
+ | No log | 150.0 | 450 | 0.0589 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
206
+ | No log | 151.0 | 453 | 0.0599 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
207
+ | No log | 152.0 | 456 | 0.0603 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
208
+ | No log | 153.0 | 459 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
209
+ | No log | 154.0 | 462 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
210
+ | No log | 155.0 | 465 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
211
+ | No log | 156.0 | 468 | 0.0613 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
212
+ | No log | 157.0 | 471 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
213
+ | No log | 158.0 | 474 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
214
+ | No log | 159.0 | 477 | 0.0605 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
215
+ | No log | 160.0 | 480 | 0.0598 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
216
+ | No log | 161.0 | 483 | 0.0594 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
217
+ | No log | 162.0 | 486 | 0.0593 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
218
+ | No log | 163.0 | 489 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
219
+ | No log | 164.0 | 492 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
220
+ | No log | 165.0 | 495 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
221
+ | No log | 166.0 | 498 | 0.0570 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
222
+ | 0.4684 | 167.0 | 501 | 0.0563 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
223
+ | 0.4684 | 168.0 | 504 | 0.0560 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
224
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225
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226
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227
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228
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229
+ | 0.4684 | 174.0 | 522 | 0.0576 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 |
230
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231
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232
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233
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234
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235
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236
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237
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238
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239
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240
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241
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242
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243
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244
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245
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246
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248
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251
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254
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255
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260
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266
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273
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275
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276
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278
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280
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281
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282
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283
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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300
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312
 
313
 
314
  ### Framework versions
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