Text Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
text-embeddings-inference
Instructions to use codingtree/bert-base-nsmc with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use codingtree/bert-base-nsmc with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="codingtree/bert-base-nsmc")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("codingtree/bert-base-nsmc") model = AutoModelForSequenceClassification.from_pretrained("codingtree/bert-base-nsmc", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| library_name: transformers | |
| license: cc-by-sa-4.0 | |
| base_model: klue/bert-base | |
| tags: | |
| - generated_from_keras_callback | |
| model-index: | |
| - name: bert-base-nsmc | |
| results: [] | |
| <!-- This model card has been generated automatically according to the information Keras had access to. You should | |
| probably proofread and complete it, then remove this comment. --> | |
| # bert-base-nsmc | |
| This model is a fine-tuned version of [klue/bert-base](https://huggingface.co/klue/bert-base) on an unknown dataset. | |
| It achieves the following results on the evaluation set: | |
| - Train Loss: 0.0457 | |
| - Train Accuracy: 1.0 | |
| - Validation Loss: 0.2285 | |
| - Validation Accuracy: 1.0 | |
| - Epoch: 999 | |
| ## Model description | |
| More information needed | |
| ## Intended uses & limitations | |
| More information needed | |
| ## Training and evaluation data | |
| More information needed | |
| ## Training procedure | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'transformers.optimization_tf', 'class_name': 'WarmUp', 'config': {'initial_learning_rate': 5e-05, 'decay_schedule_fn': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': 4.5, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'warmup_steps': 0.5, 'power': 1.0, 'name': None}, 'registered_name': 'WarmUp'}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.1} | |
| - training_precision: float32 | |
| ### Training results | |
| | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch | | |
| |:----------:|:--------------:|:---------------:|:-------------------:|:-----:| | |
| | 0.4599 | 1.0 | 0.6912 | 1.0 | 0 | | |
| | 0.4120 | 1.0 | 0.3780 | 1.0 | 1 | | |
| | 0.1722 | 1.0 | 0.2870 | 1.0 | 2 | | |
| | 0.0962 | 1.0 | 0.2450 | 1.0 | 3 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 4 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 5 | | |
| | 0.0774 | 1.0 | 0.2285 | 1.0 | 6 | | |
| | 0.0615 | 1.0 | 0.2285 | 1.0 | 7 | | |
| | 0.0635 | 1.0 | 0.2285 | 1.0 | 8 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 9 | | |
| | 0.0512 | 1.0 | 0.2285 | 1.0 | 10 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 11 | | |
| | 0.0472 | 1.0 | 0.2285 | 1.0 | 12 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 13 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 14 | | |
| | 0.0603 | 1.0 | 0.2285 | 1.0 | 15 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 16 | | |
| | 0.0634 | 1.0 | 0.2285 | 1.0 | 17 | | |
| | 0.0643 | 1.0 | 0.2285 | 1.0 | 18 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 19 | | |
| | 0.0445 | 1.0 | 0.2285 | 1.0 | 20 | | |
| | 0.0625 | 1.0 | 0.2285 | 1.0 | 21 | | |
| | 0.0608 | 1.0 | 0.2285 | 1.0 | 22 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 23 | | |
| | 0.0479 | 1.0 | 0.2285 | 1.0 | 24 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 25 | | |
| | 0.0681 | 1.0 | 0.2285 | 1.0 | 26 | | |
| | 0.0335 | 1.0 | 0.2285 | 1.0 | 27 | | |
| | 0.0592 | 1.0 | 0.2285 | 1.0 | 28 | | |
| | 0.0599 | 1.0 | 0.2285 | 1.0 | 29 | | |
| | 0.0543 | 1.0 | 0.2285 | 1.0 | 30 | | |
| | 0.0412 | 1.0 | 0.2285 | 1.0 | 31 | | |
| | 0.0770 | 1.0 | 0.2285 | 1.0 | 32 | | |
| | 0.0428 | 1.0 | 0.2285 | 1.0 | 33 | | |
| | 0.0561 | 1.0 | 0.2285 | 1.0 | 34 | | |
| | 0.0406 | 1.0 | 0.2285 | 1.0 | 35 | | |
| | 0.0569 | 1.0 | 0.2285 | 1.0 | 36 | | |
| | 0.0687 | 1.0 | 0.2285 | 1.0 | 37 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 38 | | |
| | 0.0649 | 1.0 | 0.2285 | 1.0 | 39 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 40 | | |
| | 0.0532 | 1.0 | 0.2285 | 1.0 | 41 | | |
| | 0.0454 | 1.0 | 0.2285 | 1.0 | 42 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 43 | | |
| | 0.0538 | 1.0 | 0.2285 | 1.0 | 44 | | |
| | 0.0552 | 1.0 | 0.2285 | 1.0 | 45 | | |
| | 0.0449 | 1.0 | 0.2285 | 1.0 | 46 | | |
| | 0.0497 | 1.0 | 0.2285 | 1.0 | 47 | | |
| | 0.0530 | 1.0 | 0.2285 | 1.0 | 48 | | |
| | 0.0502 | 1.0 | 0.2285 | 1.0 | 49 | | |
| | 0.0592 | 1.0 | 0.2285 | 1.0 | 50 | | |
| | 0.0465 | 1.0 | 0.2285 | 1.0 | 51 | | |
| | 0.0609 | 1.0 | 0.2285 | 1.0 | 52 | | |
| | 0.0610 | 1.0 | 0.2285 | 1.0 | 53 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 54 | | |
| | 0.0764 | 1.0 | 0.2285 | 1.0 | 55 | | |
| | 0.0439 | 1.0 | 0.2285 | 1.0 | 56 | | |
| | 0.0471 | 1.0 | 0.2285 | 1.0 | 57 | | |
| | 0.0521 | 1.0 | 0.2285 | 1.0 | 58 | | |
| | 0.0554 | 1.0 | 0.2285 | 1.0 | 59 | | |
| | 0.0549 | 1.0 | 0.2285 | 1.0 | 60 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 61 | | |
| | 0.0559 | 1.0 | 0.2285 | 1.0 | 62 | | |
| | 0.0466 | 1.0 | 0.2285 | 1.0 | 63 | | |
| | 0.0673 | 1.0 | 0.2285 | 1.0 | 64 | | |
| | 0.0677 | 1.0 | 0.2285 | 1.0 | 65 | | |
| | 0.0582 | 1.0 | 0.2285 | 1.0 | 66 | | |
| | 0.0628 | 1.0 | 0.2285 | 1.0 | 67 | | |
| | 0.0530 | 1.0 | 0.2285 | 1.0 | 68 | | |
| | 0.0738 | 1.0 | 0.2285 | 1.0 | 69 | | |
| | 0.0727 | 1.0 | 0.2285 | 1.0 | 70 | | |
| | 0.0469 | 1.0 | 0.2285 | 1.0 | 71 | | |
| | 0.0521 | 1.0 | 0.2285 | 1.0 | 72 | | |
| | 0.0698 | 1.0 | 0.2285 | 1.0 | 73 | | |
| | 0.0532 | 1.0 | 0.2285 | 1.0 | 74 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 75 | | |
| | 0.0469 | 1.0 | 0.2285 | 1.0 | 76 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 77 | | |
| | 0.0602 | 1.0 | 0.2285 | 1.0 | 78 | | |
| | 0.0531 | 1.0 | 0.2285 | 1.0 | 79 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 80 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 81 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 82 | | |
| | 0.0819 | 1.0 | 0.2285 | 1.0 | 83 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 84 | | |
| | 0.0793 | 1.0 | 0.2285 | 1.0 | 85 | | |
| | 0.0458 | 1.0 | 0.2285 | 1.0 | 86 | | |
| | 0.0693 | 1.0 | 0.2285 | 1.0 | 87 | | |
| | 0.0417 | 1.0 | 0.2285 | 1.0 | 88 | | |
| | 0.0594 | 1.0 | 0.2285 | 1.0 | 89 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 90 | | |
| | 0.0533 | 1.0 | 0.2285 | 1.0 | 91 | | |
| | 0.0450 | 1.0 | 0.2285 | 1.0 | 92 | | |
| | 0.0706 | 1.0 | 0.2285 | 1.0 | 93 | | |
| | 0.0749 | 1.0 | 0.2285 | 1.0 | 94 | | |
| | 0.0547 | 1.0 | 0.2285 | 1.0 | 95 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 96 | | |
| | 0.0472 | 1.0 | 0.2285 | 1.0 | 97 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 98 | | |
| | 0.0874 | 1.0 | 0.2285 | 1.0 | 99 | | |
| | 0.0588 | 1.0 | 0.2285 | 1.0 | 100 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 101 | | |
| | 0.0578 | 1.0 | 0.2285 | 1.0 | 102 | | |
| | 0.0525 | 1.0 | 0.2285 | 1.0 | 103 | | |
| | 0.0532 | 1.0 | 0.2285 | 1.0 | 104 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 105 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 106 | | |
| | 0.0490 | 1.0 | 0.2285 | 1.0 | 107 | | |
| | 0.0554 | 1.0 | 0.2285 | 1.0 | 108 | | |
| | 0.0776 | 1.0 | 0.2285 | 1.0 | 109 | | |
| | 0.0781 | 1.0 | 0.2285 | 1.0 | 110 | | |
| | 0.0607 | 1.0 | 0.2285 | 1.0 | 111 | | |
| | 0.0639 | 1.0 | 0.2285 | 1.0 | 112 | | |
| | 0.0654 | 1.0 | 0.2285 | 1.0 | 113 | | |
| | 0.0665 | 1.0 | 0.2285 | 1.0 | 114 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 115 | | |
| | 0.0623 | 1.0 | 0.2285 | 1.0 | 116 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 117 | | |
| | 0.0568 | 1.0 | 0.2285 | 1.0 | 118 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 119 | | |
| | 0.0597 | 1.0 | 0.2285 | 1.0 | 120 | | |
| | 0.0522 | 1.0 | 0.2285 | 1.0 | 121 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 122 | | |
| | 0.0520 | 1.0 | 0.2285 | 1.0 | 123 | | |
| | 0.0639 | 1.0 | 0.2285 | 1.0 | 124 | | |
| | 0.0514 | 1.0 | 0.2285 | 1.0 | 125 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 126 | | |
| | 0.0617 | 1.0 | 0.2285 | 1.0 | 127 | | |
| | 0.0583 | 1.0 | 0.2285 | 1.0 | 128 | | |
| | 0.0495 | 1.0 | 0.2285 | 1.0 | 129 | | |
| | 0.0628 | 1.0 | 0.2285 | 1.0 | 130 | | |
| | 0.0732 | 1.0 | 0.2285 | 1.0 | 131 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 132 | | |
| | 0.0616 | 1.0 | 0.2285 | 1.0 | 133 | | |
| | 0.0551 | 1.0 | 0.2285 | 1.0 | 134 | | |
| | 0.0605 | 1.0 | 0.2285 | 1.0 | 135 | | |
| | 0.0490 | 1.0 | 0.2285 | 1.0 | 136 | | |
| | 0.0560 | 1.0 | 0.2285 | 1.0 | 137 | | |
| | 0.0632 | 1.0 | 0.2285 | 1.0 | 138 | | |
| | 0.0640 | 1.0 | 0.2285 | 1.0 | 139 | | |
| | 0.0517 | 1.0 | 0.2285 | 1.0 | 140 | | |
| | 0.0376 | 1.0 | 0.2285 | 1.0 | 141 | | |
| | 0.0522 | 1.0 | 0.2285 | 1.0 | 142 | | |
| | 0.0625 | 1.0 | 0.2285 | 1.0 | 143 | | |
| | 0.0758 | 1.0 | 0.2285 | 1.0 | 144 | | |
| | 0.0598 | 1.0 | 0.2285 | 1.0 | 145 | | |
| | 0.0622 | 1.0 | 0.2285 | 1.0 | 146 | | |
| | 0.0656 | 1.0 | 0.2285 | 1.0 | 147 | | |
| | 0.0686 | 1.0 | 0.2285 | 1.0 | 148 | | |
| | 0.0581 | 1.0 | 0.2285 | 1.0 | 149 | | |
| | 0.0661 | 1.0 | 0.2285 | 1.0 | 150 | | |
| | 0.0633 | 1.0 | 0.2285 | 1.0 | 151 | | |
| | 0.0601 | 1.0 | 0.2285 | 1.0 | 152 | | |
| | 0.0679 | 1.0 | 0.2285 | 1.0 | 153 | | |
| | 0.0599 | 1.0 | 0.2285 | 1.0 | 154 | | |
| | 0.0686 | 1.0 | 0.2285 | 1.0 | 155 | | |
| | 0.0533 | 1.0 | 0.2285 | 1.0 | 156 | | |
| | 0.0568 | 1.0 | 0.2285 | 1.0 | 157 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 158 | | |
| | 0.0558 | 1.0 | 0.2285 | 1.0 | 159 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 160 | | |
| | 0.0690 | 1.0 | 0.2285 | 1.0 | 161 | | |
| | 0.0526 | 1.0 | 0.2285 | 1.0 | 162 | | |
| | 0.0701 | 1.0 | 0.2285 | 1.0 | 163 | | |
| | 0.0607 | 1.0 | 0.2285 | 1.0 | 164 | | |
| | 0.0721 | 1.0 | 0.2285 | 1.0 | 165 | | |
| | 0.0619 | 1.0 | 0.2285 | 1.0 | 166 | | |
| | 0.0615 | 1.0 | 0.2285 | 1.0 | 167 | | |
| | 0.0438 | 1.0 | 0.2285 | 1.0 | 168 | | |
| | 0.0567 | 1.0 | 0.2285 | 1.0 | 169 | | |
| | 0.0502 | 1.0 | 0.2285 | 1.0 | 170 | | |
| | 0.0373 | 1.0 | 0.2285 | 1.0 | 171 | | |
| | 0.0694 | 1.0 | 0.2285 | 1.0 | 172 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 173 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 174 | | |
| | 0.0672 | 1.0 | 0.2285 | 1.0 | 175 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 176 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 177 | | |
| | 0.0558 | 1.0 | 0.2285 | 1.0 | 178 | | |
| | 0.0468 | 1.0 | 0.2285 | 1.0 | 179 | | |
| | 0.0521 | 1.0 | 0.2285 | 1.0 | 180 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 181 | | |
| | 0.0686 | 1.0 | 0.2285 | 1.0 | 182 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 183 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 184 | | |
| | 0.0687 | 1.0 | 0.2285 | 1.0 | 185 | | |
| | 0.0560 | 1.0 | 0.2285 | 1.0 | 186 | | |
| | 0.0578 | 1.0 | 0.2285 | 1.0 | 187 | | |
| | 0.0668 | 1.0 | 0.2285 | 1.0 | 188 | | |
| | 0.0600 | 1.0 | 0.2285 | 1.0 | 189 | | |
| | 0.0532 | 1.0 | 0.2285 | 1.0 | 190 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 191 | | |
| | 0.0485 | 1.0 | 0.2285 | 1.0 | 192 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 193 | | |
| | 0.0470 | 1.0 | 0.2285 | 1.0 | 194 | | |
| | 0.0710 | 1.0 | 0.2285 | 1.0 | 195 | | |
| | 0.0750 | 1.0 | 0.2285 | 1.0 | 196 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 197 | | |
| | 0.0460 | 1.0 | 0.2285 | 1.0 | 198 | | |
| | 0.0462 | 1.0 | 0.2285 | 1.0 | 199 | | |
| | 0.0622 | 1.0 | 0.2285 | 1.0 | 200 | | |
| | 0.0737 | 1.0 | 0.2285 | 1.0 | 201 | | |
| | 0.0674 | 1.0 | 0.2285 | 1.0 | 202 | | |
| | 0.0420 | 1.0 | 0.2285 | 1.0 | 203 | | |
| | 0.0641 | 1.0 | 0.2285 | 1.0 | 204 | | |
| | 0.0677 | 1.0 | 0.2285 | 1.0 | 205 | | |
| | 0.0882 | 1.0 | 0.2285 | 1.0 | 206 | | |
| | 0.0523 | 1.0 | 0.2285 | 1.0 | 207 | | |
| | 0.0534 | 1.0 | 0.2285 | 1.0 | 208 | | |
| | 0.0386 | 1.0 | 0.2285 | 1.0 | 209 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 210 | | |
| | 0.0546 | 1.0 | 0.2285 | 1.0 | 211 | | |
| | 0.0539 | 1.0 | 0.2285 | 1.0 | 212 | | |
| | 0.0585 | 1.0 | 0.2285 | 1.0 | 213 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 214 | | |
| | 0.0428 | 1.0 | 0.2285 | 1.0 | 215 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 216 | | |
| | 0.0522 | 1.0 | 0.2285 | 1.0 | 217 | | |
| | 0.0445 | 1.0 | 0.2285 | 1.0 | 218 | | |
| | 0.0580 | 1.0 | 0.2285 | 1.0 | 219 | | |
| | 0.0459 | 1.0 | 0.2285 | 1.0 | 220 | | |
| | 0.0364 | 1.0 | 0.2285 | 1.0 | 221 | | |
| | 0.0738 | 1.0 | 0.2285 | 1.0 | 222 | | |
| | 0.0574 | 1.0 | 0.2285 | 1.0 | 223 | | |
| | 0.0431 | 1.0 | 0.2285 | 1.0 | 224 | | |
| | 0.0457 | 1.0 | 0.2285 | 1.0 | 225 | | |
| | 0.0531 | 1.0 | 0.2285 | 1.0 | 226 | | |
| | 0.0706 | 1.0 | 0.2285 | 1.0 | 227 | | |
| | 0.0526 | 1.0 | 0.2285 | 1.0 | 228 | | |
| | 0.0589 | 1.0 | 0.2285 | 1.0 | 229 | | |
| | 0.0490 | 1.0 | 0.2285 | 1.0 | 230 | | |
| | 0.0578 | 1.0 | 0.2285 | 1.0 | 231 | | |
| | 0.0595 | 1.0 | 0.2285 | 1.0 | 232 | | |
| | 0.0498 | 1.0 | 0.2285 | 1.0 | 233 | | |
| | 0.0398 | 1.0 | 0.2285 | 1.0 | 234 | | |
| | 0.0535 | 1.0 | 0.2285 | 1.0 | 235 | | |
| | 0.0760 | 1.0 | 0.2285 | 1.0 | 236 | | |
| | 0.0482 | 1.0 | 0.2285 | 1.0 | 237 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 238 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 239 | | |
| | 0.0541 | 1.0 | 0.2285 | 1.0 | 240 | | |
| | 0.0520 | 1.0 | 0.2285 | 1.0 | 241 | | |
| | 0.0635 | 1.0 | 0.2285 | 1.0 | 242 | | |
| | 0.0452 | 1.0 | 0.2285 | 1.0 | 243 | | |
| | 0.0679 | 1.0 | 0.2285 | 1.0 | 244 | | |
| | 0.0447 | 1.0 | 0.2285 | 1.0 | 245 | | |
| | 0.0467 | 1.0 | 0.2285 | 1.0 | 246 | | |
| | 0.0591 | 1.0 | 0.2285 | 1.0 | 247 | | |
| | 0.0698 | 1.0 | 0.2285 | 1.0 | 248 | | |
| | 0.0557 | 1.0 | 0.2285 | 1.0 | 249 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 250 | | |
| | 0.0684 | 1.0 | 0.2285 | 1.0 | 251 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 252 | | |
| | 0.0821 | 1.0 | 0.2285 | 1.0 | 253 | | |
| | 0.0739 | 1.0 | 0.2285 | 1.0 | 254 | | |
| | 0.0504 | 1.0 | 0.2285 | 1.0 | 255 | | |
| | 0.0586 | 1.0 | 0.2285 | 1.0 | 256 | | |
| | 0.0466 | 1.0 | 0.2285 | 1.0 | 257 | | |
| | 0.0733 | 1.0 | 0.2285 | 1.0 | 258 | | |
| | 0.0435 | 1.0 | 0.2285 | 1.0 | 259 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 260 | | |
| | 0.0591 | 1.0 | 0.2285 | 1.0 | 261 | | |
| | 0.0550 | 1.0 | 0.2285 | 1.0 | 262 | | |
| | 0.0546 | 1.0 | 0.2285 | 1.0 | 263 | | |
| | 0.0677 | 1.0 | 0.2285 | 1.0 | 264 | | |
| | 0.0633 | 1.0 | 0.2285 | 1.0 | 265 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 266 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 267 | | |
| | 0.0479 | 1.0 | 0.2285 | 1.0 | 268 | | |
| | 0.0660 | 1.0 | 0.2285 | 1.0 | 269 | | |
| | 0.0673 | 1.0 | 0.2285 | 1.0 | 270 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 271 | | |
| | 0.0511 | 1.0 | 0.2285 | 1.0 | 272 | | |
| | 0.0391 | 1.0 | 0.2285 | 1.0 | 273 | | |
| | 0.0678 | 1.0 | 0.2285 | 1.0 | 274 | | |
| | 0.0472 | 1.0 | 0.2285 | 1.0 | 275 | | |
| | 0.0574 | 1.0 | 0.2285 | 1.0 | 276 | | |
| | 0.0439 | 1.0 | 0.2285 | 1.0 | 277 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 278 | | |
| | 0.0552 | 1.0 | 0.2285 | 1.0 | 279 | | |
| | 0.0667 | 1.0 | 0.2285 | 1.0 | 280 | | |
| | 0.0469 | 1.0 | 0.2285 | 1.0 | 281 | | |
| | 0.0824 | 1.0 | 0.2285 | 1.0 | 282 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 283 | | |
| | 0.0678 | 1.0 | 0.2285 | 1.0 | 284 | | |
| | 0.0594 | 1.0 | 0.2285 | 1.0 | 285 | | |
| | 0.0574 | 1.0 | 0.2285 | 1.0 | 286 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 287 | | |
| | 0.0959 | 1.0 | 0.2285 | 1.0 | 288 | | |
| | 0.0462 | 1.0 | 0.2285 | 1.0 | 289 | | |
| | 0.0554 | 1.0 | 0.2285 | 1.0 | 290 | | |
| | 0.0509 | 1.0 | 0.2285 | 1.0 | 291 | | |
| | 0.0646 | 1.0 | 0.2285 | 1.0 | 292 | | |
| | 0.0661 | 1.0 | 0.2285 | 1.0 | 293 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 294 | | |
| | 0.0551 | 1.0 | 0.2285 | 1.0 | 295 | | |
| | 0.0670 | 1.0 | 0.2285 | 1.0 | 296 | | |
| | 0.0500 | 1.0 | 0.2285 | 1.0 | 297 | | |
| | 0.0651 | 1.0 | 0.2285 | 1.0 | 298 | | |
| | 0.0787 | 1.0 | 0.2285 | 1.0 | 299 | | |
| | 0.0646 | 1.0 | 0.2285 | 1.0 | 300 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 301 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 302 | | |
| | 0.0690 | 1.0 | 0.2285 | 1.0 | 303 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 304 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 305 | | |
| | 0.0617 | 1.0 | 0.2285 | 1.0 | 306 | | |
| | 0.0592 | 1.0 | 0.2285 | 1.0 | 307 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 308 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 309 | | |
| | 0.0594 | 1.0 | 0.2285 | 1.0 | 310 | | |
| | 0.0805 | 1.0 | 0.2285 | 1.0 | 311 | | |
| | 0.0547 | 1.0 | 0.2285 | 1.0 | 312 | | |
| | 0.0617 | 1.0 | 0.2285 | 1.0 | 313 | | |
| | 0.0756 | 1.0 | 0.2285 | 1.0 | 314 | | |
| | 0.0622 | 1.0 | 0.2285 | 1.0 | 315 | | |
| | 0.0596 | 1.0 | 0.2285 | 1.0 | 316 | | |
| | 0.0485 | 1.0 | 0.2285 | 1.0 | 317 | | |
| | 0.0651 | 1.0 | 0.2285 | 1.0 | 318 | | |
| | 0.0730 | 1.0 | 0.2285 | 1.0 | 319 | | |
| | 0.0596 | 1.0 | 0.2285 | 1.0 | 320 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 321 | | |
| | 0.0617 | 1.0 | 0.2285 | 1.0 | 322 | | |
| | 0.0665 | 1.0 | 0.2285 | 1.0 | 323 | | |
| | 0.0348 | 1.0 | 0.2285 | 1.0 | 324 | | |
| | 0.0416 | 1.0 | 0.2285 | 1.0 | 325 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 326 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 327 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 328 | | |
| | 0.0533 | 1.0 | 0.2285 | 1.0 | 329 | | |
| | 0.0514 | 1.0 | 0.2285 | 1.0 | 330 | | |
| | 0.0365 | 1.0 | 0.2285 | 1.0 | 331 | | |
| | 0.0567 | 1.0 | 0.2285 | 1.0 | 332 | | |
| | 0.0583 | 1.0 | 0.2285 | 1.0 | 333 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 334 | | |
| | 0.0503 | 1.0 | 0.2285 | 1.0 | 335 | | |
| | 0.0506 | 1.0 | 0.2285 | 1.0 | 336 | | |
| | 0.0472 | 1.0 | 0.2285 | 1.0 | 337 | | |
| | 0.0569 | 1.0 | 0.2285 | 1.0 | 338 | | |
| | 0.0475 | 1.0 | 0.2285 | 1.0 | 339 | | |
| | 0.0634 | 1.0 | 0.2285 | 1.0 | 340 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 341 | | |
| | 0.0482 | 1.0 | 0.2285 | 1.0 | 342 | | |
| | 0.0513 | 1.0 | 0.2285 | 1.0 | 343 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 344 | | |
| | 0.0656 | 1.0 | 0.2285 | 1.0 | 345 | | |
| | 0.0742 | 1.0 | 0.2285 | 1.0 | 346 | | |
| | 0.0662 | 1.0 | 0.2285 | 1.0 | 347 | | |
| | 0.0524 | 1.0 | 0.2285 | 1.0 | 348 | | |
| | 0.0538 | 1.0 | 0.2285 | 1.0 | 349 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 350 | | |
| | 0.0381 | 1.0 | 0.2285 | 1.0 | 351 | | |
| | 0.0678 | 1.0 | 0.2285 | 1.0 | 352 | | |
| | 0.0473 | 1.0 | 0.2285 | 1.0 | 353 | | |
| | 0.0608 | 1.0 | 0.2285 | 1.0 | 354 | | |
| | 0.0698 | 1.0 | 0.2285 | 1.0 | 355 | | |
| | 0.0741 | 1.0 | 0.2285 | 1.0 | 356 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 357 | | |
| | 0.0696 | 1.0 | 0.2285 | 1.0 | 358 | | |
| | 0.0469 | 1.0 | 0.2285 | 1.0 | 359 | | |
| | 0.0644 | 1.0 | 0.2285 | 1.0 | 360 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 361 | | |
| | 0.0519 | 1.0 | 0.2285 | 1.0 | 362 | | |
| | 0.0642 | 1.0 | 0.2285 | 1.0 | 363 | | |
| | 0.0479 | 1.0 | 0.2285 | 1.0 | 364 | | |
| | 0.0495 | 1.0 | 0.2285 | 1.0 | 365 | | |
| | 0.0654 | 1.0 | 0.2285 | 1.0 | 366 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 367 | | |
| | 0.0589 | 1.0 | 0.2285 | 1.0 | 368 | | |
| | 0.0522 | 1.0 | 0.2285 | 1.0 | 369 | | |
| | 0.0700 | 1.0 | 0.2285 | 1.0 | 370 | | |
| | 0.0479 | 1.0 | 0.2285 | 1.0 | 371 | | |
| | 0.0505 | 1.0 | 0.2285 | 1.0 | 372 | | |
| | 0.0712 | 1.0 | 0.2285 | 1.0 | 373 | | |
| | 0.0486 | 1.0 | 0.2285 | 1.0 | 374 | | |
| | 0.0596 | 1.0 | 0.2285 | 1.0 | 375 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 376 | | |
| | 0.0528 | 1.0 | 0.2285 | 1.0 | 377 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 378 | | |
| | 0.0704 | 1.0 | 0.2285 | 1.0 | 379 | | |
| | 0.0698 | 1.0 | 0.2285 | 1.0 | 380 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 381 | | |
| | 0.0447 | 1.0 | 0.2285 | 1.0 | 382 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 383 | | |
| | 0.0719 | 1.0 | 0.2285 | 1.0 | 384 | | |
| | 0.0741 | 1.0 | 0.2285 | 1.0 | 385 | | |
| | 0.0525 | 1.0 | 0.2285 | 1.0 | 386 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 387 | | |
| | 0.0542 | 1.0 | 0.2285 | 1.0 | 388 | | |
| | 0.0637 | 1.0 | 0.2285 | 1.0 | 389 | | |
| | 0.0597 | 1.0 | 0.2285 | 1.0 | 390 | | |
| | 0.0504 | 1.0 | 0.2285 | 1.0 | 391 | | |
| | 0.0666 | 1.0 | 0.2285 | 1.0 | 392 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 393 | | |
| | 0.0583 | 1.0 | 0.2285 | 1.0 | 394 | | |
| | 0.0806 | 1.0 | 0.2285 | 1.0 | 395 | | |
| | 0.0567 | 1.0 | 0.2285 | 1.0 | 396 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 397 | | |
| | 0.0693 | 1.0 | 0.2285 | 1.0 | 398 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 399 | | |
| | 0.0459 | 1.0 | 0.2285 | 1.0 | 400 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 401 | | |
| | 0.0498 | 1.0 | 0.2285 | 1.0 | 402 | | |
| | 0.0664 | 1.0 | 0.2285 | 1.0 | 403 | | |
| | 0.0611 | 1.0 | 0.2285 | 1.0 | 404 | | |
| | 0.0682 | 1.0 | 0.2285 | 1.0 | 405 | | |
| | 0.0781 | 1.0 | 0.2285 | 1.0 | 406 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 407 | | |
| | 0.0556 | 1.0 | 0.2285 | 1.0 | 408 | | |
| | 0.0560 | 1.0 | 0.2285 | 1.0 | 409 | | |
| | 0.0643 | 1.0 | 0.2285 | 1.0 | 410 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 411 | | |
| | 0.0459 | 1.0 | 0.2285 | 1.0 | 412 | | |
| | 0.0518 | 1.0 | 0.2285 | 1.0 | 413 | | |
| | 0.0432 | 1.0 | 0.2285 | 1.0 | 414 | | |
| | 0.0696 | 1.0 | 0.2285 | 1.0 | 415 | | |
| | 0.0588 | 1.0 | 0.2285 | 1.0 | 416 | | |
| | 0.0448 | 1.0 | 0.2285 | 1.0 | 417 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 418 | | |
| | 0.0461 | 1.0 | 0.2285 | 1.0 | 419 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 420 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 421 | | |
| | 0.0661 | 1.0 | 0.2285 | 1.0 | 422 | | |
| | 0.0432 | 1.0 | 0.2285 | 1.0 | 423 | | |
| | 0.0600 | 1.0 | 0.2285 | 1.0 | 424 | | |
| | 0.0483 | 1.0 | 0.2285 | 1.0 | 425 | | |
| | 0.0729 | 1.0 | 0.2285 | 1.0 | 426 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 427 | | |
| | 0.0841 | 1.0 | 0.2285 | 1.0 | 428 | | |
| | 0.0619 | 1.0 | 0.2285 | 1.0 | 429 | | |
| | 0.0531 | 1.0 | 0.2285 | 1.0 | 430 | | |
| | 0.0456 | 1.0 | 0.2285 | 1.0 | 431 | | |
| | 0.0685 | 1.0 | 0.2285 | 1.0 | 432 | | |
| | 0.0426 | 1.0 | 0.2285 | 1.0 | 433 | | |
| | 0.0507 | 1.0 | 0.2285 | 1.0 | 434 | | |
| | 0.0425 | 1.0 | 0.2285 | 1.0 | 435 | | |
| | 0.0431 | 1.0 | 0.2285 | 1.0 | 436 | | |
| | 0.0550 | 1.0 | 0.2285 | 1.0 | 437 | | |
| | 0.0619 | 1.0 | 0.2285 | 1.0 | 438 | | |
| | 0.0604 | 1.0 | 0.2285 | 1.0 | 439 | | |
| | 0.0611 | 1.0 | 0.2285 | 1.0 | 440 | | |
| | 0.0489 | 1.0 | 0.2285 | 1.0 | 441 | | |
| | 0.0446 | 1.0 | 0.2285 | 1.0 | 442 | | |
| | 0.0634 | 1.0 | 0.2285 | 1.0 | 443 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 444 | | |
| | 0.0708 | 1.0 | 0.2285 | 1.0 | 445 | | |
| | 0.0400 | 1.0 | 0.2285 | 1.0 | 446 | | |
| | 0.0654 | 1.0 | 0.2285 | 1.0 | 447 | | |
| | 0.0423 | 1.0 | 0.2285 | 1.0 | 448 | | |
| | 0.0497 | 1.0 | 0.2285 | 1.0 | 449 | | |
| | 0.0532 | 1.0 | 0.2285 | 1.0 | 450 | | |
| | 0.0441 | 1.0 | 0.2285 | 1.0 | 451 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 452 | | |
| | 0.0615 | 1.0 | 0.2285 | 1.0 | 453 | | |
| | 0.0587 | 1.0 | 0.2285 | 1.0 | 454 | | |
| | 0.0458 | 1.0 | 0.2285 | 1.0 | 455 | | |
| | 0.0496 | 1.0 | 0.2285 | 1.0 | 456 | | |
| | 0.0582 | 1.0 | 0.2285 | 1.0 | 457 | | |
| | 0.0756 | 1.0 | 0.2285 | 1.0 | 458 | | |
| | 0.0601 | 1.0 | 0.2285 | 1.0 | 459 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 460 | | |
| | 0.0583 | 1.0 | 0.2285 | 1.0 | 461 | | |
| | 0.0505 | 1.0 | 0.2285 | 1.0 | 462 | | |
| | 0.0632 | 1.0 | 0.2285 | 1.0 | 463 | | |
| | 0.0480 | 1.0 | 0.2285 | 1.0 | 464 | | |
| | 0.0591 | 1.0 | 0.2285 | 1.0 | 465 | | |
| | 0.0504 | 1.0 | 0.2285 | 1.0 | 466 | | |
| | 0.0592 | 1.0 | 0.2285 | 1.0 | 467 | | |
| | 0.0503 | 1.0 | 0.2285 | 1.0 | 468 | | |
| | 0.0709 | 1.0 | 0.2285 | 1.0 | 469 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 470 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 471 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 472 | | |
| | 0.0604 | 1.0 | 0.2285 | 1.0 | 473 | | |
| | 0.0497 | 1.0 | 0.2285 | 1.0 | 474 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 475 | | |
| | 0.0471 | 1.0 | 0.2285 | 1.0 | 476 | | |
| | 0.0525 | 1.0 | 0.2285 | 1.0 | 477 | | |
| | 0.0650 | 1.0 | 0.2285 | 1.0 | 478 | | |
| | 0.0498 | 1.0 | 0.2285 | 1.0 | 479 | | |
| | 0.0596 | 1.0 | 0.2285 | 1.0 | 480 | | |
| | 0.0543 | 1.0 | 0.2285 | 1.0 | 481 | | |
| | 0.0539 | 1.0 | 0.2285 | 1.0 | 482 | | |
| | 0.0478 | 1.0 | 0.2285 | 1.0 | 483 | | |
| | 0.0503 | 1.0 | 0.2285 | 1.0 | 484 | | |
| | 0.0415 | 1.0 | 0.2285 | 1.0 | 485 | | |
| | 0.0807 | 1.0 | 0.2285 | 1.0 | 486 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 487 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 488 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 489 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 490 | | |
| | 0.0687 | 1.0 | 0.2285 | 1.0 | 491 | | |
| | 0.0537 | 1.0 | 0.2285 | 1.0 | 492 | | |
| | 0.0563 | 1.0 | 0.2285 | 1.0 | 493 | | |
| | 0.0586 | 1.0 | 0.2285 | 1.0 | 494 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 495 | | |
| | 0.0658 | 1.0 | 0.2285 | 1.0 | 496 | | |
| | 0.0720 | 1.0 | 0.2285 | 1.0 | 497 | | |
| | 0.0734 | 1.0 | 0.2285 | 1.0 | 498 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 499 | | |
| | 0.0777 | 1.0 | 0.2285 | 1.0 | 500 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 501 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 502 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 503 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 504 | | |
| | 0.0598 | 1.0 | 0.2285 | 1.0 | 505 | | |
| | 0.0631 | 1.0 | 0.2285 | 1.0 | 506 | | |
| | 0.0428 | 1.0 | 0.2285 | 1.0 | 507 | | |
| | 0.0577 | 1.0 | 0.2285 | 1.0 | 508 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 509 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 510 | | |
| | 0.0671 | 1.0 | 0.2285 | 1.0 | 511 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 512 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 513 | | |
| | 0.0549 | 1.0 | 0.2285 | 1.0 | 514 | | |
| | 0.0561 | 1.0 | 0.2285 | 1.0 | 515 | | |
| | 0.0647 | 1.0 | 0.2285 | 1.0 | 516 | | |
| | 0.0721 | 1.0 | 0.2285 | 1.0 | 517 | | |
| | 0.0476 | 1.0 | 0.2285 | 1.0 | 518 | | |
| | 0.0466 | 1.0 | 0.2285 | 1.0 | 519 | | |
| | 0.0457 | 1.0 | 0.2285 | 1.0 | 520 | | |
| | 0.0398 | 1.0 | 0.2285 | 1.0 | 521 | | |
| | 0.0448 | 1.0 | 0.2285 | 1.0 | 522 | | |
| | 0.0720 | 1.0 | 0.2285 | 1.0 | 523 | | |
| | 0.0609 | 1.0 | 0.2285 | 1.0 | 524 | | |
| | 0.0539 | 1.0 | 0.2285 | 1.0 | 525 | | |
| | 0.0535 | 1.0 | 0.2285 | 1.0 | 526 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 527 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 528 | | |
| | 0.0580 | 1.0 | 0.2285 | 1.0 | 529 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 530 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 531 | | |
| | 0.0506 | 1.0 | 0.2285 | 1.0 | 532 | | |
| | 0.0543 | 1.0 | 0.2285 | 1.0 | 533 | | |
| | 0.0523 | 1.0 | 0.2285 | 1.0 | 534 | | |
| | 0.0644 | 1.0 | 0.2285 | 1.0 | 535 | | |
| | 0.0506 | 1.0 | 0.2285 | 1.0 | 536 | | |
| | 0.0662 | 1.0 | 0.2285 | 1.0 | 537 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 538 | | |
| | 0.0670 | 1.0 | 0.2285 | 1.0 | 539 | | |
| | 0.0528 | 1.0 | 0.2285 | 1.0 | 540 | | |
| | 0.0502 | 1.0 | 0.2285 | 1.0 | 541 | | |
| | 0.0696 | 1.0 | 0.2285 | 1.0 | 542 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 543 | | |
| | 0.0538 | 1.0 | 0.2285 | 1.0 | 544 | | |
| | 0.0541 | 1.0 | 0.2285 | 1.0 | 545 | | |
| | 0.0479 | 1.0 | 0.2285 | 1.0 | 546 | | |
| | 0.0568 | 1.0 | 0.2285 | 1.0 | 547 | | |
| | 0.0691 | 1.0 | 0.2285 | 1.0 | 548 | | |
| | 0.0655 | 1.0 | 0.2285 | 1.0 | 549 | | |
| | 0.0679 | 1.0 | 0.2285 | 1.0 | 550 | | |
| | 0.0658 | 1.0 | 0.2285 | 1.0 | 551 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 552 | | |
| | 0.0654 | 1.0 | 0.2285 | 1.0 | 553 | | |
| | 0.0686 | 1.0 | 0.2285 | 1.0 | 554 | | |
| | 0.0548 | 1.0 | 0.2285 | 1.0 | 555 | | |
| | 0.0515 | 1.0 | 0.2285 | 1.0 | 556 | | |
| | 0.0666 | 1.0 | 0.2285 | 1.0 | 557 | | |
| | 0.0671 | 1.0 | 0.2285 | 1.0 | 558 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 559 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 560 | | |
| | 0.0603 | 1.0 | 0.2285 | 1.0 | 561 | | |
| | 0.0557 | 1.0 | 0.2285 | 1.0 | 562 | | |
| | 0.0792 | 1.0 | 0.2285 | 1.0 | 563 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 564 | | |
| | 0.0682 | 1.0 | 0.2285 | 1.0 | 565 | | |
| | 0.0688 | 1.0 | 0.2285 | 1.0 | 566 | | |
| | 0.0581 | 1.0 | 0.2285 | 1.0 | 567 | | |
| | 0.0545 | 1.0 | 0.2285 | 1.0 | 568 | | |
| | 0.0484 | 1.0 | 0.2285 | 1.0 | 569 | | |
| | 0.0646 | 1.0 | 0.2285 | 1.0 | 570 | | |
| | 0.0595 | 1.0 | 0.2285 | 1.0 | 571 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 572 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 573 | | |
| | 0.0649 | 1.0 | 0.2285 | 1.0 | 574 | | |
| | 0.0470 | 1.0 | 0.2285 | 1.0 | 575 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 576 | | |
| | 0.0542 | 1.0 | 0.2285 | 1.0 | 577 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 578 | | |
| | 0.0578 | 1.0 | 0.2285 | 1.0 | 579 | | |
| | 0.0811 | 1.0 | 0.2285 | 1.0 | 580 | | |
| | 0.0435 | 1.0 | 0.2285 | 1.0 | 581 | | |
| | 0.0878 | 1.0 | 0.2285 | 1.0 | 582 | | |
| | 0.0515 | 1.0 | 0.2285 | 1.0 | 583 | | |
| | 0.0503 | 1.0 | 0.2285 | 1.0 | 584 | | |
| | 0.0690 | 1.0 | 0.2285 | 1.0 | 585 | | |
| | 0.0644 | 1.0 | 0.2285 | 1.0 | 586 | | |
| | 0.0585 | 1.0 | 0.2285 | 1.0 | 587 | | |
| | 0.0573 | 1.0 | 0.2285 | 1.0 | 588 | | |
| | 0.0792 | 1.0 | 0.2285 | 1.0 | 589 | | |
| | 0.0629 | 1.0 | 0.2285 | 1.0 | 590 | | |
| | 0.0633 | 1.0 | 0.2285 | 1.0 | 591 | | |
| | 0.0417 | 1.0 | 0.2285 | 1.0 | 592 | | |
| | 0.0594 | 1.0 | 0.2285 | 1.0 | 593 | | |
| | 0.0983 | 1.0 | 0.2285 | 1.0 | 594 | | |
| | 0.0646 | 1.0 | 0.2285 | 1.0 | 595 | | |
| | 0.0558 | 1.0 | 0.2285 | 1.0 | 596 | | |
| | 0.0498 | 1.0 | 0.2285 | 1.0 | 597 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 598 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 599 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 600 | | |
| | 0.0676 | 1.0 | 0.2285 | 1.0 | 601 | | |
| | 0.0660 | 1.0 | 0.2285 | 1.0 | 602 | | |
| | 0.0442 | 1.0 | 0.2285 | 1.0 | 603 | | |
| | 0.0580 | 1.0 | 0.2285 | 1.0 | 604 | | |
| | 0.0714 | 1.0 | 0.2285 | 1.0 | 605 | | |
| | 0.0512 | 1.0 | 0.2285 | 1.0 | 606 | | |
| | 0.0625 | 1.0 | 0.2285 | 1.0 | 607 | | |
| | 0.0718 | 1.0 | 0.2285 | 1.0 | 608 | | |
| | 0.0680 | 1.0 | 0.2285 | 1.0 | 609 | | |
| | 0.0475 | 1.0 | 0.2285 | 1.0 | 610 | | |
| | 0.0612 | 1.0 | 0.2285 | 1.0 | 611 | | |
| | 0.0567 | 1.0 | 0.2285 | 1.0 | 612 | | |
| | 0.0668 | 1.0 | 0.2285 | 1.0 | 613 | | |
| | 0.0491 | 1.0 | 0.2285 | 1.0 | 614 | | |
| | 0.0655 | 1.0 | 0.2285 | 1.0 | 615 | | |
| | 0.0575 | 1.0 | 0.2285 | 1.0 | 616 | | |
| | 0.0605 | 1.0 | 0.2285 | 1.0 | 617 | | |
| | 0.0709 | 1.0 | 0.2285 | 1.0 | 618 | | |
| | 0.0520 | 1.0 | 0.2285 | 1.0 | 619 | | |
| | 0.0549 | 1.0 | 0.2285 | 1.0 | 620 | | |
| | 0.0519 | 1.0 | 0.2285 | 1.0 | 621 | | |
| | 0.0732 | 1.0 | 0.2285 | 1.0 | 622 | | |
| | 0.0471 | 1.0 | 0.2285 | 1.0 | 623 | | |
| | 0.0579 | 1.0 | 0.2285 | 1.0 | 624 | | |
| | 0.0821 | 1.0 | 0.2285 | 1.0 | 625 | | |
| | 0.0609 | 1.0 | 0.2285 | 1.0 | 626 | | |
| | 0.0599 | 1.0 | 0.2285 | 1.0 | 627 | | |
| | 0.0653 | 1.0 | 0.2285 | 1.0 | 628 | | |
| | 0.0475 | 1.0 | 0.2285 | 1.0 | 629 | | |
| | 0.0785 | 1.0 | 0.2285 | 1.0 | 630 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 631 | | |
| | 0.0548 | 1.0 | 0.2285 | 1.0 | 632 | | |
| | 0.0664 | 1.0 | 0.2285 | 1.0 | 633 | | |
| | 0.0518 | 1.0 | 0.2285 | 1.0 | 634 | | |
| | 0.0534 | 1.0 | 0.2285 | 1.0 | 635 | | |
| | 0.0475 | 1.0 | 0.2285 | 1.0 | 636 | | |
| | 0.0669 | 1.0 | 0.2285 | 1.0 | 637 | | |
| | 0.0538 | 1.0 | 0.2285 | 1.0 | 638 | | |
| | 0.0605 | 1.0 | 0.2285 | 1.0 | 639 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 640 | | |
| | 0.0715 | 1.0 | 0.2285 | 1.0 | 641 | | |
| | 0.0566 | 1.0 | 0.2285 | 1.0 | 642 | | |
| | 0.0586 | 1.0 | 0.2285 | 1.0 | 643 | | |
| | 0.0594 | 1.0 | 0.2285 | 1.0 | 644 | | |
| | 0.0511 | 1.0 | 0.2285 | 1.0 | 645 | | |
| | 0.0489 | 1.0 | 0.2285 | 1.0 | 646 | | |
| | 0.0694 | 1.0 | 0.2285 | 1.0 | 647 | | |
| | 0.0402 | 1.0 | 0.2285 | 1.0 | 648 | | |
| | 0.0745 | 1.0 | 0.2285 | 1.0 | 649 | | |
| | 0.0690 | 1.0 | 0.2285 | 1.0 | 650 | | |
| | 0.0627 | 1.0 | 0.2285 | 1.0 | 651 | | |
| | 0.0858 | 1.0 | 0.2285 | 1.0 | 652 | | |
| | 0.0641 | 1.0 | 0.2285 | 1.0 | 653 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 654 | | |
| | 0.0432 | 1.0 | 0.2285 | 1.0 | 655 | | |
| | 0.0573 | 1.0 | 0.2285 | 1.0 | 656 | | |
| | 0.0608 | 1.0 | 0.2285 | 1.0 | 657 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 658 | | |
| | 0.0655 | 1.0 | 0.2285 | 1.0 | 659 | | |
| | 0.0794 | 1.0 | 0.2285 | 1.0 | 660 | | |
| | 0.0462 | 1.0 | 0.2285 | 1.0 | 661 | | |
| | 0.0572 | 1.0 | 0.2285 | 1.0 | 662 | | |
| | 0.0727 | 1.0 | 0.2285 | 1.0 | 663 | | |
| | 0.0680 | 1.0 | 0.2285 | 1.0 | 664 | | |
| | 0.0557 | 1.0 | 0.2285 | 1.0 | 665 | | |
| | 0.0485 | 1.0 | 0.2285 | 1.0 | 666 | | |
| | 0.0635 | 1.0 | 0.2285 | 1.0 | 667 | | |
| | 0.0612 | 1.0 | 0.2285 | 1.0 | 668 | | |
| | 0.0652 | 1.0 | 0.2285 | 1.0 | 669 | | |
| | 0.0477 | 1.0 | 0.2285 | 1.0 | 670 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 671 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 672 | | |
| | 0.0457 | 1.0 | 0.2285 | 1.0 | 673 | | |
| | 0.0524 | 1.0 | 0.2285 | 1.0 | 674 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 675 | | |
| | 0.0717 | 1.0 | 0.2285 | 1.0 | 676 | | |
| | 0.0863 | 1.0 | 0.2285 | 1.0 | 677 | | |
| | 0.0459 | 1.0 | 0.2285 | 1.0 | 678 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 679 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 680 | | |
| | 0.0428 | 1.0 | 0.2285 | 1.0 | 681 | | |
| | 0.0469 | 1.0 | 0.2285 | 1.0 | 682 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 683 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 684 | | |
| | 0.0655 | 1.0 | 0.2285 | 1.0 | 685 | | |
| | 0.0523 | 1.0 | 0.2285 | 1.0 | 686 | | |
| | 0.0506 | 1.0 | 0.2285 | 1.0 | 687 | | |
| | 0.0667 | 1.0 | 0.2285 | 1.0 | 688 | | |
| | 0.0688 | 1.0 | 0.2285 | 1.0 | 689 | | |
| | 0.0447 | 1.0 | 0.2285 | 1.0 | 690 | | |
| | 0.0638 | 1.0 | 0.2285 | 1.0 | 691 | | |
| | 0.0487 | 1.0 | 0.2285 | 1.0 | 692 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 693 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 694 | | |
| | 0.0583 | 1.0 | 0.2285 | 1.0 | 695 | | |
| | 0.0676 | 1.0 | 0.2285 | 1.0 | 696 | | |
| | 0.0560 | 1.0 | 0.2285 | 1.0 | 697 | | |
| | 0.0585 | 1.0 | 0.2285 | 1.0 | 698 | | |
| | 0.0660 | 1.0 | 0.2285 | 1.0 | 699 | | |
| | 0.0531 | 1.0 | 0.2285 | 1.0 | 700 | | |
| | 0.0446 | 1.0 | 0.2285 | 1.0 | 701 | | |
| | 0.0512 | 1.0 | 0.2285 | 1.0 | 702 | | |
| | 0.0523 | 1.0 | 0.2285 | 1.0 | 703 | | |
| | 0.0467 | 1.0 | 0.2285 | 1.0 | 704 | | |
| | 0.0584 | 1.0 | 0.2285 | 1.0 | 705 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 706 | | |
| | 0.0634 | 1.0 | 0.2285 | 1.0 | 707 | | |
| | 0.0622 | 1.0 | 0.2285 | 1.0 | 708 | | |
| | 0.0646 | 1.0 | 0.2285 | 1.0 | 709 | | |
| | 0.0602 | 1.0 | 0.2285 | 1.0 | 710 | | |
| | 0.0597 | 1.0 | 0.2285 | 1.0 | 711 | | |
| | 0.0520 | 1.0 | 0.2285 | 1.0 | 712 | | |
| | 0.0676 | 1.0 | 0.2285 | 1.0 | 713 | | |
| | 0.0761 | 1.0 | 0.2285 | 1.0 | 714 | | |
| | 0.0506 | 1.0 | 0.2285 | 1.0 | 715 | | |
| | 0.0471 | 1.0 | 0.2285 | 1.0 | 716 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 717 | | |
| | 0.0547 | 1.0 | 0.2285 | 1.0 | 718 | | |
| | 0.0483 | 1.0 | 0.2285 | 1.0 | 719 | | |
| | 0.0604 | 1.0 | 0.2285 | 1.0 | 720 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 721 | | |
| | 0.0681 | 1.0 | 0.2285 | 1.0 | 722 | | |
| | 0.0597 | 1.0 | 0.2285 | 1.0 | 723 | | |
| | 0.0551 | 1.0 | 0.2285 | 1.0 | 724 | | |
| | 0.0568 | 1.0 | 0.2285 | 1.0 | 725 | | |
| | 0.0499 | 1.0 | 0.2285 | 1.0 | 726 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 727 | | |
| | 0.0598 | 1.0 | 0.2285 | 1.0 | 728 | | |
| | 0.0567 | 1.0 | 0.2285 | 1.0 | 729 | | |
| | 0.0784 | 1.0 | 0.2285 | 1.0 | 730 | | |
| | 0.0593 | 1.0 | 0.2285 | 1.0 | 731 | | |
| | 0.0464 | 1.0 | 0.2285 | 1.0 | 732 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 733 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 734 | | |
| | 0.0463 | 1.0 | 0.2285 | 1.0 | 735 | | |
| | 0.0509 | 1.0 | 0.2285 | 1.0 | 736 | | |
| | 0.0745 | 1.0 | 0.2285 | 1.0 | 737 | | |
| | 0.0542 | 1.0 | 0.2285 | 1.0 | 738 | | |
| | 0.0749 | 1.0 | 0.2285 | 1.0 | 739 | | |
| | 0.0570 | 1.0 | 0.2285 | 1.0 | 740 | | |
| | 0.0575 | 1.0 | 0.2285 | 1.0 | 741 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 742 | | |
| | 0.0534 | 1.0 | 0.2285 | 1.0 | 743 | | |
| | 0.0659 | 1.0 | 0.2285 | 1.0 | 744 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 745 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 746 | | |
| | 0.0805 | 1.0 | 0.2285 | 1.0 | 747 | | |
| | 0.0573 | 1.0 | 0.2285 | 1.0 | 748 | | |
| | 0.0470 | 1.0 | 0.2285 | 1.0 | 749 | | |
| | 0.0677 | 1.0 | 0.2285 | 1.0 | 750 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 751 | | |
| | 0.0518 | 1.0 | 0.2285 | 1.0 | 752 | | |
| | 0.0699 | 1.0 | 0.2285 | 1.0 | 753 | | |
| | 0.0486 | 1.0 | 0.2285 | 1.0 | 754 | | |
| | 0.0503 | 1.0 | 0.2285 | 1.0 | 755 | | |
| | 0.0692 | 1.0 | 0.2285 | 1.0 | 756 | | |
| | 0.0535 | 1.0 | 0.2285 | 1.0 | 757 | | |
| | 0.0524 | 1.0 | 0.2285 | 1.0 | 758 | | |
| | 0.0685 | 1.0 | 0.2285 | 1.0 | 759 | | |
| | 0.0483 | 1.0 | 0.2285 | 1.0 | 760 | | |
| | 0.0533 | 1.0 | 0.2285 | 1.0 | 761 | | |
| | 0.0356 | 1.0 | 0.2285 | 1.0 | 762 | | |
| | 0.0491 | 1.0 | 0.2285 | 1.0 | 763 | | |
| | 0.0521 | 1.0 | 0.2285 | 1.0 | 764 | | |
| | 0.0610 | 1.0 | 0.2285 | 1.0 | 765 | | |
| | 0.0457 | 1.0 | 0.2285 | 1.0 | 766 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 767 | | |
| | 0.0625 | 1.0 | 0.2285 | 1.0 | 768 | | |
| | 0.0634 | 1.0 | 0.2285 | 1.0 | 769 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 770 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 771 | | |
| | 0.0493 | 1.0 | 0.2285 | 1.0 | 772 | | |
| | 0.0587 | 1.0 | 0.2285 | 1.0 | 773 | | |
| | 0.0613 | 1.0 | 0.2285 | 1.0 | 774 | | |
| | 0.0564 | 1.0 | 0.2285 | 1.0 | 775 | | |
| | 0.0452 | 1.0 | 0.2285 | 1.0 | 776 | | |
| | 0.0639 | 1.0 | 0.2285 | 1.0 | 777 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 778 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 779 | | |
| | 0.0551 | 1.0 | 0.2285 | 1.0 | 780 | | |
| | 0.0608 | 1.0 | 0.2285 | 1.0 | 781 | | |
| | 0.0548 | 1.0 | 0.2285 | 1.0 | 782 | | |
| | 0.0507 | 1.0 | 0.2285 | 1.0 | 783 | | |
| | 0.0493 | 1.0 | 0.2285 | 1.0 | 784 | | |
| | 0.0520 | 1.0 | 0.2285 | 1.0 | 785 | | |
| | 0.0582 | 1.0 | 0.2285 | 1.0 | 786 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 787 | | |
| | 0.0535 | 1.0 | 0.2285 | 1.0 | 788 | | |
| | 0.0405 | 1.0 | 0.2285 | 1.0 | 789 | | |
| | 0.0488 | 1.0 | 0.2285 | 1.0 | 790 | | |
| | 0.0452 | 1.0 | 0.2285 | 1.0 | 791 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 792 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 793 | | |
| | 0.0552 | 1.0 | 0.2285 | 1.0 | 794 | | |
| | 0.0407 | 1.0 | 0.2285 | 1.0 | 795 | | |
| | 0.0711 | 1.0 | 0.2285 | 1.0 | 796 | | |
| | 0.0519 | 1.0 | 0.2285 | 1.0 | 797 | | |
| | 0.0581 | 1.0 | 0.2285 | 1.0 | 798 | | |
| | 0.0531 | 1.0 | 0.2285 | 1.0 | 799 | | |
| | 0.0635 | 1.0 | 0.2285 | 1.0 | 800 | | |
| | 0.0542 | 1.0 | 0.2285 | 1.0 | 801 | | |
| | 0.0561 | 1.0 | 0.2285 | 1.0 | 802 | | |
| | 0.0650 | 1.0 | 0.2285 | 1.0 | 803 | | |
| | 0.0697 | 1.0 | 0.2285 | 1.0 | 804 | | |
| | 0.0708 | 1.0 | 0.2285 | 1.0 | 805 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 806 | | |
| | 0.0670 | 1.0 | 0.2285 | 1.0 | 807 | | |
| | 0.0572 | 1.0 | 0.2285 | 1.0 | 808 | | |
| | 0.0595 | 1.0 | 0.2285 | 1.0 | 809 | | |
| | 0.0556 | 1.0 | 0.2285 | 1.0 | 810 | | |
| | 0.0685 | 1.0 | 0.2285 | 1.0 | 811 | | |
| | 0.0449 | 1.0 | 0.2285 | 1.0 | 812 | | |
| | 0.0622 | 1.0 | 0.2285 | 1.0 | 813 | | |
| | 0.0732 | 1.0 | 0.2285 | 1.0 | 814 | | |
| | 0.0706 | 1.0 | 0.2285 | 1.0 | 815 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 816 | | |
| | 0.0601 | 1.0 | 0.2285 | 1.0 | 817 | | |
| | 0.0502 | 1.0 | 0.2285 | 1.0 | 818 | | |
| | 0.0757 | 1.0 | 0.2285 | 1.0 | 819 | | |
| | 0.0721 | 1.0 | 0.2285 | 1.0 | 820 | | |
| | 0.0493 | 1.0 | 0.2285 | 1.0 | 821 | | |
| | 0.0631 | 1.0 | 0.2285 | 1.0 | 822 | | |
| | 0.0528 | 1.0 | 0.2285 | 1.0 | 823 | | |
| | 0.0486 | 1.0 | 0.2285 | 1.0 | 824 | | |
| | 0.0661 | 1.0 | 0.2285 | 1.0 | 825 | | |
| | 0.0542 | 1.0 | 0.2285 | 1.0 | 826 | | |
| | 0.0493 | 1.0 | 0.2285 | 1.0 | 827 | | |
| | 0.0600 | 1.0 | 0.2285 | 1.0 | 828 | | |
| | 0.0382 | 1.0 | 0.2285 | 1.0 | 829 | | |
| | 0.0670 | 1.0 | 0.2285 | 1.0 | 830 | | |
| | 0.0608 | 1.0 | 0.2285 | 1.0 | 831 | | |
| | 0.0525 | 1.0 | 0.2285 | 1.0 | 832 | | |
| | 0.0464 | 1.0 | 0.2285 | 1.0 | 833 | | |
| | 0.0486 | 1.0 | 0.2285 | 1.0 | 834 | | |
| | 0.0558 | 1.0 | 0.2285 | 1.0 | 835 | | |
| | 0.0638 | 1.0 | 0.2285 | 1.0 | 836 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 837 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 838 | | |
| | 0.0467 | 1.0 | 0.2285 | 1.0 | 839 | | |
| | 0.0807 | 1.0 | 0.2285 | 1.0 | 840 | | |
| | 0.0732 | 1.0 | 0.2285 | 1.0 | 841 | | |
| | 0.0449 | 1.0 | 0.2285 | 1.0 | 842 | | |
| | 0.0592 | 1.0 | 0.2285 | 1.0 | 843 | | |
| | 0.0462 | 1.0 | 0.2285 | 1.0 | 844 | | |
| | 0.0466 | 1.0 | 0.2285 | 1.0 | 845 | | |
| | 0.0621 | 1.0 | 0.2285 | 1.0 | 846 | | |
| | 0.0714 | 1.0 | 0.2285 | 1.0 | 847 | | |
| | 0.0795 | 1.0 | 0.2285 | 1.0 | 848 | | |
| | 0.0384 | 1.0 | 0.2285 | 1.0 | 849 | | |
| | 0.0647 | 1.0 | 0.2285 | 1.0 | 850 | | |
| | 0.0456 | 1.0 | 0.2285 | 1.0 | 851 | | |
| | 0.0751 | 1.0 | 0.2285 | 1.0 | 852 | | |
| | 0.0630 | 1.0 | 0.2285 | 1.0 | 853 | | |
| | 0.0565 | 1.0 | 0.2285 | 1.0 | 854 | | |
| | 0.0500 | 1.0 | 0.2285 | 1.0 | 855 | | |
| | 0.0685 | 1.0 | 0.2285 | 1.0 | 856 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 857 | | |
| | 0.0454 | 1.0 | 0.2285 | 1.0 | 858 | | |
| | 0.0857 | 1.0 | 0.2285 | 1.0 | 859 | | |
| | 0.0552 | 1.0 | 0.2285 | 1.0 | 860 | | |
| | 0.0619 | 1.0 | 0.2285 | 1.0 | 861 | | |
| | 0.0453 | 1.0 | 0.2285 | 1.0 | 862 | | |
| | 0.0459 | 1.0 | 0.2285 | 1.0 | 863 | | |
| | 0.0598 | 1.0 | 0.2285 | 1.0 | 864 | | |
| | 0.0487 | 1.0 | 0.2285 | 1.0 | 865 | | |
| | 0.0604 | 1.0 | 0.2285 | 1.0 | 866 | | |
| | 0.0562 | 1.0 | 0.2285 | 1.0 | 867 | | |
| | 0.0665 | 1.0 | 0.2285 | 1.0 | 868 | | |
| | 0.0462 | 1.0 | 0.2285 | 1.0 | 869 | | |
| | 0.0605 | 1.0 | 0.2285 | 1.0 | 870 | | |
| | 0.0611 | 1.0 | 0.2285 | 1.0 | 871 | | |
| | 0.0576 | 1.0 | 0.2285 | 1.0 | 872 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 873 | | |
| | 0.0507 | 1.0 | 0.2285 | 1.0 | 874 | | |
| | 0.0530 | 1.0 | 0.2285 | 1.0 | 875 | | |
| | 0.0831 | 1.0 | 0.2285 | 1.0 | 876 | | |
| | 0.0435 | 1.0 | 0.2285 | 1.0 | 877 | | |
| | 0.0645 | 1.0 | 0.2285 | 1.0 | 878 | | |
| | 0.0505 | 1.0 | 0.2285 | 1.0 | 879 | | |
| | 0.0597 | 1.0 | 0.2285 | 1.0 | 880 | | |
| | 0.0609 | 1.0 | 0.2285 | 1.0 | 881 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 882 | | |
| | 0.0530 | 1.0 | 0.2285 | 1.0 | 883 | | |
| | 0.0537 | 1.0 | 0.2285 | 1.0 | 884 | | |
| | 0.0510 | 1.0 | 0.2285 | 1.0 | 885 | | |
| | 0.0451 | 1.0 | 0.2285 | 1.0 | 886 | | |
| | 0.0511 | 1.0 | 0.2285 | 1.0 | 887 | | |
| | 0.0517 | 1.0 | 0.2285 | 1.0 | 888 | | |
| | 0.0676 | 1.0 | 0.2285 | 1.0 | 889 | | |
| | 0.0501 | 1.0 | 0.2285 | 1.0 | 890 | | |
| | 0.0508 | 1.0 | 0.2285 | 1.0 | 891 | | |
| | 0.0572 | 1.0 | 0.2285 | 1.0 | 892 | | |
| | 0.0563 | 1.0 | 0.2285 | 1.0 | 893 | | |
| | 0.0475 | 1.0 | 0.2285 | 1.0 | 894 | | |
| | 0.0661 | 1.0 | 0.2285 | 1.0 | 895 | | |
| | 0.0546 | 1.0 | 0.2285 | 1.0 | 896 | | |
| | 0.0705 | 1.0 | 0.2285 | 1.0 | 897 | | |
| | 0.0648 | 1.0 | 0.2285 | 1.0 | 898 | | |
| | 0.0538 | 1.0 | 0.2285 | 1.0 | 899 | | |
| | 0.0494 | 1.0 | 0.2285 | 1.0 | 900 | | |
| | 0.0626 | 1.0 | 0.2285 | 1.0 | 901 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 902 | | |
| | 0.0638 | 1.0 | 0.2285 | 1.0 | 903 | | |
| | 0.0623 | 1.0 | 0.2285 | 1.0 | 904 | | |
| | 0.0455 | 1.0 | 0.2285 | 1.0 | 905 | | |
| | 0.0418 | 1.0 | 0.2285 | 1.0 | 906 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 907 | | |
| | 0.0615 | 1.0 | 0.2285 | 1.0 | 908 | | |
| | 0.0582 | 1.0 | 0.2285 | 1.0 | 909 | | |
| | 0.0378 | 1.0 | 0.2285 | 1.0 | 910 | | |
| | 0.0590 | 1.0 | 0.2285 | 1.0 | 911 | | |
| | 0.0820 | 1.0 | 0.2285 | 1.0 | 912 | | |
| | 0.0490 | 1.0 | 0.2285 | 1.0 | 913 | | |
| | 0.0537 | 1.0 | 0.2285 | 1.0 | 914 | | |
| | 0.0556 | 1.0 | 0.2285 | 1.0 | 915 | | |
| | 0.0410 | 1.0 | 0.2285 | 1.0 | 916 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 917 | | |
| | 0.0636 | 1.0 | 0.2285 | 1.0 | 918 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 919 | | |
| | 0.0614 | 1.0 | 0.2285 | 1.0 | 920 | | |
| | 0.0487 | 1.0 | 0.2285 | 1.0 | 921 | | |
| | 0.0463 | 1.0 | 0.2285 | 1.0 | 922 | | |
| | 0.0635 | 1.0 | 0.2285 | 1.0 | 923 | | |
| | 0.0596 | 1.0 | 0.2285 | 1.0 | 924 | | |
| | 0.0527 | 1.0 | 0.2285 | 1.0 | 925 | | |
| | 0.0624 | 1.0 | 0.2285 | 1.0 | 926 | | |
| | 0.0498 | 1.0 | 0.2285 | 1.0 | 927 | | |
| | 0.0573 | 1.0 | 0.2285 | 1.0 | 928 | | |
| | 0.0681 | 1.0 | 0.2285 | 1.0 | 929 | | |
| | 0.0533 | 1.0 | 0.2285 | 1.0 | 930 | | |
| | 0.0423 | 1.0 | 0.2285 | 1.0 | 931 | | |
| | 0.0447 | 1.0 | 0.2285 | 1.0 | 932 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 933 | | |
| | 0.0680 | 1.0 | 0.2285 | 1.0 | 934 | | |
| | 0.0422 | 1.0 | 0.2285 | 1.0 | 935 | | |
| | 0.0688 | 1.0 | 0.2285 | 1.0 | 936 | | |
| | 0.0407 | 1.0 | 0.2285 | 1.0 | 937 | | |
| | 0.0545 | 1.0 | 0.2285 | 1.0 | 938 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 939 | | |
| | 0.0529 | 1.0 | 0.2285 | 1.0 | 940 | | |
| | 0.0587 | 1.0 | 0.2285 | 1.0 | 941 | | |
| | 0.0551 | 1.0 | 0.2285 | 1.0 | 942 | | |
| | 0.0692 | 1.0 | 0.2285 | 1.0 | 943 | | |
| | 0.0428 | 1.0 | 0.2285 | 1.0 | 944 | | |
| | 0.0833 | 1.0 | 0.2285 | 1.0 | 945 | | |
| | 0.0750 | 1.0 | 0.2285 | 1.0 | 946 | | |
| | 0.0463 | 1.0 | 0.2285 | 1.0 | 947 | | |
| | 0.0554 | 1.0 | 0.2285 | 1.0 | 948 | | |
| | 0.0544 | 1.0 | 0.2285 | 1.0 | 949 | | |
| | 0.0502 | 1.0 | 0.2285 | 1.0 | 950 | | |
| | 0.0585 | 1.0 | 0.2285 | 1.0 | 951 | | |
| | 0.0553 | 1.0 | 0.2285 | 1.0 | 952 | | |
| | 0.0663 | 1.0 | 0.2285 | 1.0 | 953 | | |
| | 0.0670 | 1.0 | 0.2285 | 1.0 | 954 | | |
| | 0.0504 | 1.0 | 0.2285 | 1.0 | 955 | | |
| | 0.0337 | 1.0 | 0.2285 | 1.0 | 956 | | |
| | 0.0474 | 1.0 | 0.2285 | 1.0 | 957 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 958 | | |
| | 0.0673 | 1.0 | 0.2285 | 1.0 | 959 | | |
| | 0.0606 | 1.0 | 0.2285 | 1.0 | 960 | | |
| | 0.0828 | 1.0 | 0.2285 | 1.0 | 961 | | |
| | 0.0629 | 1.0 | 0.2285 | 1.0 | 962 | | |
| | 0.0417 | 1.0 | 0.2285 | 1.0 | 963 | | |
| | 0.0555 | 1.0 | 0.2285 | 1.0 | 964 | | |
| | 0.0617 | 1.0 | 0.2285 | 1.0 | 965 | | |
| | 0.0536 | 1.0 | 0.2285 | 1.0 | 966 | | |
| | 0.0480 | 1.0 | 0.2285 | 1.0 | 967 | | |
| | 0.0612 | 1.0 | 0.2285 | 1.0 | 968 | | |
| | 0.0683 | 1.0 | 0.2285 | 1.0 | 969 | | |
| | 0.0783 | 1.0 | 0.2285 | 1.0 | 970 | | |
| | 0.0547 | 1.0 | 0.2285 | 1.0 | 971 | | |
| | 0.0523 | 1.0 | 0.2285 | 1.0 | 972 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 973 | | |
| | 0.0629 | 1.0 | 0.2285 | 1.0 | 974 | | |
| | 0.0600 | 1.0 | 0.2285 | 1.0 | 975 | | |
| | 0.0621 | 1.0 | 0.2285 | 1.0 | 976 | | |
| | 0.0530 | 1.0 | 0.2285 | 1.0 | 977 | | |
| | 0.0638 | 1.0 | 0.2285 | 1.0 | 978 | | |
| | 0.0481 | 1.0 | 0.2285 | 1.0 | 979 | | |
| | 0.0571 | 1.0 | 0.2285 | 1.0 | 980 | | |
| | 0.0480 | 1.0 | 0.2285 | 1.0 | 981 | | |
| | 0.0664 | 1.0 | 0.2285 | 1.0 | 982 | | |
| | 0.0585 | 1.0 | 0.2285 | 1.0 | 983 | | |
| | 0.0674 | 1.0 | 0.2285 | 1.0 | 984 | | |
| | 0.0400 | 1.0 | 0.2285 | 1.0 | 985 | | |
| | 0.0447 | 1.0 | 0.2285 | 1.0 | 986 | | |
| | 0.0899 | 1.0 | 0.2285 | 1.0 | 987 | | |
| | 0.0747 | 1.0 | 0.2285 | 1.0 | 988 | | |
| | 0.0518 | 1.0 | 0.2285 | 1.0 | 989 | | |
| | 0.0540 | 1.0 | 0.2285 | 1.0 | 990 | | |
| | 0.0516 | 1.0 | 0.2285 | 1.0 | 991 | | |
| | 0.0715 | 1.0 | 0.2285 | 1.0 | 992 | | |
| | 0.0681 | 1.0 | 0.2285 | 1.0 | 993 | | |
| | 0.0618 | 1.0 | 0.2285 | 1.0 | 994 | | |
| | 0.0602 | 1.0 | 0.2285 | 1.0 | 995 | | |
| | 0.0490 | 1.0 | 0.2285 | 1.0 | 996 | | |
| | 0.0492 | 1.0 | 0.2285 | 1.0 | 997 | | |
| | 0.0690 | 1.0 | 0.2285 | 1.0 | 998 | | |
| | 0.0457 | 1.0 | 0.2285 | 1.0 | 999 | | |
| ### Framework versions | |
| - Transformers 4.48.3 | |
| - TensorFlow 2.18.0 | |
| - Tokenizers 0.21.0 | |