--- base_model: klue/roberta-base library_name: setfit metrics: - accuracy pipeline_tag: text-classification tags: - setfit - sentence-transformers - text-classification - generated_from_setfit_trainer widget: - text: '[닥터 브로너스] 퓨어 캐스틸 솝 950ml+펌프 그린티 950ml (#M)GSSHOP>뷰티>클렌징>클렌징오일 GSSHOP > 뷰티 > 클렌징 > 클렌징오일' - text: 이니스프리 트루 히알루론 수분 선크림 SPF50+ PA++++ 50ml × 35개 LotteOn > 뷰티 > 남성화장품 > 스킨 LotteOn > 뷰티 > 남성화장품 > 스킨 - text: 세라마이드아토로션 350ML X 2개 + 증정 MinSellAmount 스마일배송 홈>;스마일배송 홈>빠른장보기>바디케어>바디케어;(#M)스마일배송 홈>뷰티>바디케어>바디로션/크림 Gmarket > 뷰티 > 바디/헤어 > 바디케어 > 바디로션 - text: 에스쁘아 립스틱 노웨어 벨벳/ 메리 레드 {ES3291} (#M)화장품/향수>색조메이크업>립스틱 Gmarket > 뷰티 > 화장품/향수 > 색조메이크업 > 립스틱 - text: '[8월] 더 슬림 벨벳 래디컬 듀오 세트(+핸드 미러) 308호_307호 LotteOn > 뷰티 > 메이크업 > 립메이크업 > 립스틱 LotteOn > 뷰티 > 메이크업 > 립메이크업 > 립스틱' inference: true model-index: - name: SetFit with klue/roberta-base results: - task: type: text-classification name: Text Classification dataset: name: Unknown type: unknown split: test metrics: - type: accuracy value: 0.8808808808808809 name: Accuracy --- # SetFit with klue/roberta-base This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [klue/roberta-base](https://huggingface.co/klue/roberta-base) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification. The model has been trained using an efficient few-shot learning technique that involves: 1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning. 2. Training a classification head with features from the fine-tuned Sentence Transformer. ## Model Details ### Model Description - **Model Type:** SetFit - **Sentence Transformer body:** [klue/roberta-base](https://huggingface.co/klue/roberta-base) - **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance - **Maximum Sequence Length:** 512 tokens - **Number of Classes:** 100 classes ### Model Sources - **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit) - **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055) - **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit) ### Model Labels | Label | Examples | |:------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 16 | | | 40 | | | 56 | | | 97 | | | 72 | | | 27 | | | 14 | | | 99 | | | 12 | | | 29 | | | 35 | | | 76 | | | 3 | | | 66 | | | 73 | | | 58 | | | 84 | | | 17 | | | 37 | | | 45 | | | 6 | | | 39 | | | 5 | | | 71 | | | 13 | | | 89 | | | 46 | | | 90 | | | 75 | | | 31 | | | 38 | | | 30 | | | 60 | | | 70 | | | 55 | | | 9 | | | 65 | | | 85 | | | 32 | | | 54 | | | 95 | | | 64 | | | 28 | | | 63 | | | 34 | | | 86 | | | 36 | | | 81 | | | 79 | | | 1 | | | 19 | | | 82 | | | 20 | | | 88 | | | 59 | | | 25 | | | 24 | | | 87 | | | 51 | | | 61 | | | 21 | | | 15 | | | 57 | | | 62 | | | 52 | | | 68 | | | 4 | | | 69 | | | 74 | | | 2 | | | 93 | | | 42 | | | 47 | | | 96 | | | 43 | | | 80 | | | 8 | | | 53 | | | 67 | | | 22 | | | 0 | | | 41 | | | 33 | | | 11 | | | 18 | | | 48 | | | 10 | | | 92 | | | 91 | | | 98 | | | 7 | | | 50 | | | 78 | | | 23 | | | 83 | | | 94 | | | 44 | | | 49 | | | 26 | | | 77 | | ## Evaluation ### Metrics | Label | Accuracy | |:--------|:---------| | **all** | 0.8809 | ## Uses ### Direct Use for Inference First install the SetFit library: ```bash pip install setfit ``` Then you can load this model and run inference. ```python from setfit import SetFitModel # Download from the 🤗 Hub model = SetFitModel.from_pretrained("mini1013/master_item_bt_test_org_gtcate") # Run inference preds = model("[닥터 브로너스] 퓨어 캐스틸 솝 950ml+펌프 그린티 950ml (#M)GSSHOP>뷰티>클렌징>클렌징오일 GSSHOP > 뷰티 > 클렌징 > 클렌징오일") ``` ## Training Details ### Training Set Metrics | Training set | Min | Median | Max | |:-------------|:----|:--------|:----| | Word count | 10 | 22.8545 | 125 | | Label | Training Sample Count | |:------|:----------------------| | 0 | 70 | | 1 | 70 | | 2 | 70 | | 3 | 70 | | 4 | 70 | | 5 | 70 | | 6 | 70 | | 7 | 54 | | 8 | 70 | | 9 | 70 | | 10 | 70 | | 11 | 70 | | 12 | 70 | | 13 | 70 | | 14 | 70 | | 15 | 70 | | 16 | 70 | | 17 | 70 | | 18 | 70 | | 19 | 70 | | 20 | 70 | | 21 | 70 | | 22 | 70 | | 23 | 70 | | 24 | 70 | | 25 | 70 | | 26 | 70 | | 27 | 70 | | 28 | 70 | | 29 | 70 | | 30 | 70 | | 31 | 70 | | 32 | 70 | | 33 | 70 | | 34 | 70 | | 35 | 70 | | 36 | 70 | | 37 | 70 | | 38 | 70 | | 39 | 70 | | 40 | 70 | | 41 | 70 | | 42 | 70 | | 43 | 70 | | 44 | 70 | | 45 | 70 | | 46 | 70 | | 47 | 70 | | 48 | 70 | | 49 | 70 | | 50 | 70 | | 51 | 70 | | 52 | 70 | | 53 | 70 | | 54 | 70 | | 55 | 70 | | 56 | 70 | | 57 | 70 | | 58 | 70 | | 59 | 70 | | 60 | 70 | | 61 | 70 | | 62 | 70 | | 63 | 70 | | 64 | 70 | | 65 | 70 | | 66 | 70 | | 67 | 70 | | 68 | 70 | | 69 | 70 | | 70 | 70 | | 71 | 70 | | 72 | 70 | | 73 | 70 | | 74 | 70 | | 75 | 70 | | 76 | 70 | | 77 | 53 | | 78 | 70 | | 79 | 70 | | 80 | 70 | | 81 | 70 | | 82 | 70 | | 83 | 70 | | 84 | 70 | | 85 | 70 | | 86 | 70 | | 87 | 70 | | 88 | 70 | | 89 | 70 | | 90 | 70 | | 91 | 70 | | 92 | 56 | | 93 | 70 | | 94 | 70 | | 95 | 70 | | 96 | 70 | | 97 | 70 | | 98 | 70 | | 99 | 66 | ### Training Hyperparameters - batch_size: (64, 64) - num_epochs: (30, 30) - max_steps: -1 - sampling_strategy: oversampling - num_iterations: 35 - body_learning_rate: (2e-05, 1e-05) - head_learning_rate: 0.01 - loss: CosineSimilarityLoss - distance_metric: cosine_distance - margin: 0.25 - end_to_end: False - use_amp: False - warmup_proportion: 0.1 - l2_weight: 0.01 - seed: 42 - eval_max_steps: -1 - load_best_model_at_end: False ### Training Results | Epoch | Step | Training Loss | Validation Loss | |:-------:|:------:|:-------------:|:---------------:| | 0.0003 | 1 | 0.4458 | - | | 0.0132 | 50 | 0.4359 | - | | 0.0263 | 100 | 0.4296 | - | | 0.0395 | 150 | 0.4139 | - | | 0.0526 | 200 | 0.3997 | - | | 0.0658 | 250 | 0.381 | - | | 0.0789 | 300 | 0.3764 | - | | 0.0921 | 350 | 0.3537 | - | | 0.1052 | 400 | 0.3116 | - | | 0.1184 | 450 | 0.2756 | - | | 0.1315 | 500 | 0.2676 | - | | 0.1447 | 550 | 0.2471 | - | | 0.1579 | 600 | 0.2209 | - | | 0.1710 | 650 | 0.2011 | - | | 0.1842 | 700 | 0.1838 | - | | 0.1973 | 750 | 0.1715 | - | | 0.2105 | 800 | 0.1489 | - | | 0.2236 | 850 | 0.1408 | - | | 0.2368 | 900 | 0.1287 | - | | 0.2499 | 950 | 0.1197 | - | | 0.2631 | 1000 | 0.1129 | - | | 0.2762 | 1050 | 0.1041 | - | | 0.2894 | 1100 | 0.1064 | - | | 0.3026 | 1150 | 0.1 | - | | 0.3157 | 1200 | 0.0927 | - | | 0.3289 | 1250 | 0.0914 | - | | 0.3420 | 1300 | 0.0892 | - | | 0.3552 | 1350 | 0.0797 | - | | 0.3683 | 1400 | 0.0835 | - | | 0.3815 | 1450 | 0.0809 | - | | 0.3946 | 1500 | 0.0773 | - | | 0.4078 | 1550 | 0.0716 | - | | 0.4209 | 1600 | 0.0705 | - | | 0.4341 | 1650 | 0.0676 | - | | 0.4473 | 1700 | 0.0662 | - | | 0.4604 | 1750 | 0.064 | - | | 0.4736 | 1800 | 0.0651 | - | | 0.4867 | 1850 | 0.062 | - | | 0.4999 | 1900 | 0.06 | - | | 0.5130 | 1950 | 0.056 | - | | 0.5262 | 2000 | 0.0556 | - | | 0.5393 | 2050 | 0.0535 | - | | 0.5525 | 2100 | 0.0519 | - | | 0.5656 | 2150 | 0.0546 | - | | 0.5788 | 2200 | 0.0502 | - | | 0.5919 | 2250 | 0.0484 | - | | 0.6051 | 2300 | 0.048 | - | | 0.6183 | 2350 | 0.0471 | - | | 0.6314 | 2400 | 0.043 | - | | 0.6446 | 2450 | 0.0456 | - | | 0.6577 | 2500 | 0.0442 | - | | 0.6709 | 2550 | 0.0461 | - | | 0.6840 | 2600 | 0.0428 | - | | 0.6972 | 2650 | 0.0425 | - | | 0.7103 | 2700 | 0.0414 | - | | 0.7235 | 2750 | 0.0378 | - | | 0.7366 | 2800 | 0.0369 | - | | 0.7498 | 2850 | 0.0393 | - | | 0.7630 | 2900 | 0.0352 | - | | 0.7761 | 2950 | 0.0376 | - | | 0.7893 | 3000 | 0.0345 | - | | 0.8024 | 3050 | 0.0323 | - | | 0.8156 | 3100 | 0.0354 | - | | 0.8287 | 3150 | 0.0318 | - | | 0.8419 | 3200 | 0.0293 | - | | 0.8550 | 3250 | 0.0286 | - | | 0.8682 | 3300 | 0.0329 | - | | 0.8813 | 3350 | 0.0304 | - | | 0.8945 | 3400 | 0.029 | - | | 0.9077 | 3450 | 0.03 | - | | 0.9208 | 3500 | 0.0309 | - | | 0.9340 | 3550 | 0.0318 | - | | 0.9471 | 3600 | 0.0306 | - | | 0.9603 | 3650 | 0.0289 | - | | 0.9734 | 3700 | 0.0291 | - | | 0.9866 | 3750 | 0.0278 | - | | 0.9997 | 3800 | 0.0277 | - | | 1.0129 | 3850 | 0.0261 | - | | 1.0260 | 3900 | 0.0259 | - | | 1.0392 | 3950 | 0.0246 | - | | 1.0524 | 4000 | 0.0251 | - | | 1.0655 | 4050 | 0.0221 | - | | 1.0787 | 4100 | 0.0251 | - | | 1.0918 | 4150 | 0.0232 | - | | 1.1050 | 4200 | 0.0227 | - | | 1.1181 | 4250 | 0.0261 | - | | 1.1313 | 4300 | 0.0254 | - | | 1.1444 | 4350 | 0.024 | - | | 1.1576 | 4400 | 0.0219 | - | | 1.1707 | 4450 | 0.0223 | - | | 1.1839 | 4500 | 0.0214 | - | | 1.1971 | 4550 | 0.0211 | - | | 1.2102 | 4600 | 0.0193 | - | | 1.2234 | 4650 | 0.0208 | - | | 1.2365 | 4700 | 0.0233 | - | | 1.2497 | 4750 | 0.0201 | - | | 1.2628 | 4800 | 0.0189 | - | | 1.2760 | 4850 | 0.0213 | - | | 1.2891 | 4900 | 0.0185 | - | | 1.3023 | 4950 | 0.0204 | - | | 1.3154 | 5000 | 0.0189 | - | | 1.3286 | 5050 | 0.0196 | - | | 1.3418 | 5100 | 0.021 | - | | 1.3549 | 5150 | 0.0181 | - | | 1.3681 | 5200 | 0.0184 | - | | 1.3812 | 5250 | 0.0178 | - | | 1.3944 | 5300 | 0.0179 | - | | 1.4075 | 5350 | 0.0183 | - | | 1.4207 | 5400 | 0.0185 | - | | 1.4338 | 5450 | 0.0173 | - | | 1.4470 | 5500 | 0.0192 | - | | 1.4601 | 5550 | 0.0188 | - | | 1.4733 | 5600 | 0.017 | - | | 1.4865 | 5650 | 0.0172 | - | | 1.4996 | 5700 | 0.0153 | - | | 1.5128 | 5750 | 0.0158 | - | | 1.5259 | 5800 | 0.0166 | - | | 1.5391 | 5850 | 0.016 | - | | 1.5522 | 5900 | 0.0166 | - | | 1.5654 | 5950 | 0.0168 | - | | 1.5785 | 6000 | 0.0152 | - | | 1.5917 | 6050 | 0.0159 | - | | 1.6048 | 6100 | 0.0145 | - | | 1.6180 | 6150 | 0.0125 | - | | 1.6311 | 6200 | 0.0129 | - | | 1.6443 | 6250 | 0.0144 | - | | 1.6575 | 6300 | 0.015 | - | | 1.6706 | 6350 | 0.0129 | - | | 1.6838 | 6400 | 0.016 | - | | 1.6969 | 6450 | 0.0171 | - | | 1.7101 | 6500 | 0.0147 | - | | 1.7232 | 6550 | 0.013 | - | | 1.7364 | 6600 | 0.0137 | - | | 1.7495 | 6650 | 0.0133 | - | | 1.7627 | 6700 | 0.012 | - | | 1.7758 | 6750 | 0.0128 | - | | 1.7890 | 6800 | 0.012 | - | | 1.8022 | 6850 | 0.0114 | - | | 1.8153 | 6900 | 0.0121 | - | | 1.8285 | 6950 | 0.012 | - | | 1.8416 | 7000 | 0.0136 | - | | 1.8548 | 7050 | 0.0118 | - | | 1.8679 | 7100 | 0.0111 | - | | 1.8811 | 7150 | 0.0122 | - | | 1.8942 | 7200 | 0.0115 | - | | 1.9074 | 7250 | 0.0112 | - | | 1.9205 | 7300 | 0.0111 | - | | 1.9337 | 7350 | 0.0112 | - | | 1.9469 | 7400 | 0.0104 | - | | 1.9600 | 7450 | 0.0115 | - | | 1.9732 | 7500 | 0.0123 | - | | 1.9863 | 7550 | 0.0105 | - | | 1.9995 | 7600 | 0.0097 | - | | 2.0126 | 7650 | 0.0095 | - | | 2.0258 | 7700 | 0.0079 | - | | 2.0389 | 7750 | 0.0091 | - | | 2.0521 | 7800 | 0.0089 | - | | 2.0652 | 7850 | 0.0091 | - | | 2.0784 | 7900 | 0.0088 | - | | 2.0916 | 7950 | 0.0093 | - | | 2.1047 | 8000 | 0.009 | - | | 2.1179 | 8050 | 0.0107 | - | | 2.1310 | 8100 | 0.0108 | - | | 2.1442 | 8150 | 0.0105 | - | | 2.1573 | 8200 | 0.0072 | - | | 2.1705 | 8250 | 0.0077 | - | | 2.1836 | 8300 | 0.008 | - | | 2.1968 | 8350 | 0.0076 | - | | 2.2099 | 8400 | 0.0094 | - | | 2.2231 | 8450 | 0.0083 | - | | 2.2363 | 8500 | 0.0109 | - | | 2.2494 | 8550 | 0.0072 | - | | 2.2626 | 8600 | 0.0082 | - | | 2.2757 | 8650 | 0.0066 | - | | 2.2889 | 8700 | 0.0068 | - | | 2.3020 | 8750 | 0.0073 | - | | 2.3152 | 8800 | 0.0085 | - | | 2.3283 | 8850 | 0.0066 | - | | 2.3415 | 8900 | 0.0087 | - | | 2.3546 | 8950 | 0.0078 | - | | 2.3678 | 9000 | 0.0062 | - | | 2.3810 | 9050 | 0.0062 | - | | 2.3941 | 9100 | 0.0064 | - | | 2.4073 | 9150 | 0.0066 | - | | 2.4204 | 9200 | 0.0071 | - | | 2.4336 | 9250 | 0.006 | - | | 2.4467 | 9300 | 0.0064 | - | | 2.4599 | 9350 | 0.0076 | - | | 2.4730 | 9400 | 0.0067 | - | | 2.4862 | 9450 | 0.0068 | - | | 2.4993 | 9500 | 0.0046 | - | | 2.5125 | 9550 | 0.0061 | - | | 2.5257 | 9600 | 0.0059 | - | | 2.5388 | 9650 | 0.0062 | - | | 2.5520 | 9700 | 0.0065 | - | | 2.5651 | 9750 | 0.0067 | - | | 2.5783 | 9800 | 0.0064 | - | | 2.5914 | 9850 | 0.0051 | - | | 2.6046 | 9900 | 0.007 | - | | 2.6177 | 9950 | 0.0065 | - | | 2.6309 | 10000 | 0.0051 | - | | 2.6440 | 10050 | 0.0066 | - | | 2.6572 | 10100 | 0.0058 | - | | 2.6703 | 10150 | 0.005 | - | | 2.6835 | 10200 | 0.005 | - | | 2.6967 | 10250 | 0.0061 | - | | 2.7098 | 10300 | 0.008 | - | | 2.7230 | 10350 | 0.0063 | - | | 2.7361 | 10400 | 0.0068 | - | | 2.7493 | 10450 | 0.0071 | - | | 2.7624 | 10500 | 0.0069 | - | | 2.7756 | 10550 | 0.0053 | - | | 2.7887 | 10600 | 0.0043 | - | | 2.8019 | 10650 | 0.0056 | - | | 2.8150 | 10700 | 0.0056 | - | | 2.8282 | 10750 | 0.005 | - | | 2.8414 | 10800 | 0.0032 | - | | 2.8545 | 10850 | 0.0059 | - | | 2.8677 | 10900 | 0.0054 | - | | 2.8808 | 10950 | 0.0048 | - | | 2.8940 | 11000 | 0.0042 | - | | 2.9071 | 11050 | 0.0071 | - | | 2.9203 | 11100 | 0.005 | - | | 2.9334 | 11150 | 0.0062 | - | | 2.9466 | 11200 | 0.0047 | - | | 2.9597 | 11250 | 0.0054 | - | | 2.9729 | 11300 | 0.0059 | - | | 2.9861 | 11350 | 0.006 | - | | 2.9992 | 11400 | 0.0063 | - | | 3.0124 | 11450 | 0.0046 | - | | 3.0255 | 11500 | 0.0046 | - | | 3.0387 | 11550 | 0.0053 | - | | 3.0518 | 11600 | 0.0053 | - | | 3.0650 | 11650 | 0.0049 | - | | 3.0781 | 11700 | 0.0043 | - | | 3.0913 | 11750 | 0.0042 | - | | 3.1044 | 11800 | 0.0033 | - | | 3.1176 | 11850 | 0.0038 | - | | 3.1308 | 11900 | 0.0038 | - | | 3.1439 | 11950 | 0.0032 | - | | 3.1571 | 12000 | 0.0031 | - | | 3.1702 | 12050 | 0.003 | - | | 3.1834 | 12100 | 0.0032 | - | | 3.1965 | 12150 | 0.0053 | - | | 3.2097 | 12200 | 0.005 | - | | 3.2228 | 12250 | 0.0051 | - | | 3.2360 | 12300 | 0.0046 | - | | 3.2491 | 12350 | 0.0057 | - | | 3.2623 | 12400 | 0.0046 | - | | 3.2755 | 12450 | 0.0045 | - | | 3.2886 | 12500 | 0.0038 | - | | 3.3018 | 12550 | 0.0048 | - | | 3.3149 | 12600 | 0.004 | - | | 3.3281 | 12650 | 0.0041 | - | | 3.3412 | 12700 | 0.0049 | - | | 3.3544 | 12750 | 0.0029 | - | | 3.3675 | 12800 | 0.0039 | - | | 3.3807 | 12850 | 0.0046 | - | | 3.3938 | 12900 | 0.0062 | - | | 3.4070 | 12950 | 0.0044 | - | | 3.4202 | 13000 | 0.0039 | - | | 3.4333 | 13050 | 0.0034 | - | | 3.4465 | 13100 | 0.0031 | - | | 3.4596 | 13150 | 0.0029 | - | | 3.4728 | 13200 | 0.003 | - | | 3.4859 | 13250 | 0.0031 | - | | 3.4991 | 13300 | 0.0034 | - | | 3.5122 | 13350 | 0.0026 | - | | 3.5254 | 13400 | 0.0034 | - | | 3.5385 | 13450 | 0.0019 | - | | 3.5517 | 13500 | 0.0028 | - | | 3.5649 | 13550 | 0.0035 | - | | 3.5780 | 13600 | 0.0037 | - | | 3.5912 | 13650 | 0.0031 | - | | 3.6043 | 13700 | 0.0035 | - | | 3.6175 | 13750 | 0.0036 | - | | 3.6306 | 13800 | 0.0034 | - | | 3.6438 | 13850 | 0.0027 | - | | 3.6569 | 13900 | 0.0045 | - | | 3.6701 | 13950 | 0.003 | - | | 3.6832 | 14000 | 0.003 | - | | 3.6964 | 14050 | 0.0035 | - | | 3.7096 | 14100 | 0.0031 | - | | 3.7227 | 14150 | 0.0018 | - | | 3.7359 | 14200 | 0.003 | - | | 3.7490 | 14250 | 0.0019 | - | | 3.7622 | 14300 | 0.0025 | - | | 3.7753 | 14350 | 0.0033 | - | | 3.7885 | 14400 | 0.0015 | - | | 3.8016 | 14450 | 0.0026 | - | | 3.8148 | 14500 | 0.0023 | - | | 3.8279 | 14550 | 0.0027 | - | | 3.8411 | 14600 | 0.0025 | - | | 3.8542 | 14650 | 0.0028 | - | | 3.8674 | 14700 | 0.0029 | - | | 3.8806 | 14750 | 0.0023 | - | | 3.8937 | 14800 | 0.0021 | - | | 3.9069 | 14850 | 0.0028 | - | | 3.9200 | 14900 | 0.0023 | - | | 3.9332 | 14950 | 0.003 | - | | 3.9463 | 15000 | 0.0033 | - | | 3.9595 | 15050 | 0.003 | - | | 3.9726 | 15100 | 0.004 | - | | 3.9858 | 15150 | 0.0032 | - | | 3.9989 | 15200 | 0.0034 | - | | 4.0121 | 15250 | 0.003 | - | | 4.0253 | 15300 | 0.0031 | - | | 4.0384 | 15350 | 0.003 | - | | 4.0516 | 15400 | 0.0039 | - | | 4.0647 | 15450 | 0.0032 | - | | 4.0779 | 15500 | 0.0031 | - | | 4.0910 | 15550 | 0.002 | - | | 4.1042 | 15600 | 0.0023 | - | | 4.1173 | 15650 | 0.0018 | - | | 4.1305 | 15700 | 0.0018 | - | | 4.1436 | 15750 | 0.0025 | - | | 4.1568 | 15800 | 0.0014 | - | | 4.1700 | 15850 | 0.0019 | - | | 4.1831 | 15900 | 0.0016 | - | | 4.1963 | 15950 | 0.0026 | - | | 4.2094 | 16000 | 0.002 | - | | 4.2226 | 16050 | 0.0028 | - | | 4.2357 | 16100 | 0.0012 | - | | 4.2489 | 16150 | 0.0018 | - | | 4.2620 | 16200 | 0.0017 | - | | 4.2752 | 16250 | 0.0021 | - | | 4.2883 | 16300 | 0.002 | - | | 4.3015 | 16350 | 0.0015 | - | | 4.3147 | 16400 | 0.0012 | - | | 4.3278 | 16450 | 0.0019 | - | | 4.3410 | 16500 | 0.0015 | - | | 4.3541 | 16550 | 0.0014 | - | | 4.3673 | 16600 | 0.0013 | - | | 4.3804 | 16650 | 0.0021 | - | | 4.3936 | 16700 | 0.0009 | - | | 4.4067 | 16750 | 0.0023 | - | | 4.4199 | 16800 | 0.0025 | - | | 4.4330 | 16850 | 0.0023 | - | | 4.4462 | 16900 | 0.0018 | - | | 4.4594 | 16950 | 0.0023 | - | | 4.4725 | 17000 | 0.002 | - | | 4.4857 | 17050 | 0.0019 | - | | 4.4988 | 17100 | 0.003 | - | | 4.5120 | 17150 | 0.0033 | - | | 4.5251 | 17200 | 0.002 | - | | 4.5383 | 17250 | 0.0019 | - | | 4.5514 | 17300 | 0.0016 | - | | 4.5646 | 17350 | 0.0015 | - | | 4.5777 | 17400 | 0.0026 | - | | 4.5909 | 17450 | 0.0016 | - | | 4.6041 | 17500 | 0.0017 | - | | 4.6172 | 17550 | 0.0015 | - | | 4.6304 | 17600 | 0.0023 | - | | 4.6435 | 17650 | 0.0024 | - | | 4.6567 | 17700 | 0.0008 | - | | 4.6698 | 17750 | 0.0025 | - | | 4.6830 | 17800 | 0.0011 | - | | 4.6961 | 17850 | 0.0013 | - | | 4.7093 | 17900 | 0.0015 | - | | 4.7224 | 17950 | 0.0015 | - | | 4.7356 | 18000 | 0.0021 | - | | 4.7488 | 18050 | 0.0042 | - | | 4.7619 | 18100 | 0.0021 | - | | 4.7751 | 18150 | 0.0026 | - | | 4.7882 | 18200 | 0.0019 | - | | 4.8014 | 18250 | 0.0022 | - | | 4.8145 | 18300 | 0.0032 | - | | 4.8277 | 18350 | 0.0018 | - | | 4.8408 | 18400 | 0.002 | - | | 4.8540 | 18450 | 0.0018 | - | | 4.8671 | 18500 | 0.001 | - | | 4.8803 | 18550 | 0.0015 | - | | 4.8934 | 18600 | 0.0011 | - | | 4.9066 | 18650 | 0.0016 | - | | 4.9198 | 18700 | 0.0006 | - | | 4.9329 | 18750 | 0.002 | - | | 4.9461 | 18800 | 0.001 | - | | 4.9592 | 18850 | 0.0017 | - | | 4.9724 | 18900 | 0.0021 | - | | 4.9855 | 18950 | 0.0019 | - | | 4.9987 | 19000 | 0.0017 | - | | 5.0118 | 19050 | 0.0015 | - | | 5.0250 | 19100 | 0.0017 | - | | 5.0381 | 19150 | 0.0019 | - | | 5.0513 | 19200 | 0.0014 | - | | 5.0645 | 19250 | 0.0017 | - | | 5.0776 | 19300 | 0.0028 | - | | 5.0908 | 19350 | 0.002 | - | | 5.1039 | 19400 | 0.0026 | - | | 5.1171 | 19450 | 0.0016 | - | | 5.1302 | 19500 | 0.0015 | - | | 5.1434 | 19550 | 0.001 | - | | 5.1565 | 19600 | 0.0019 | - | | 5.1697 | 19650 | 0.0019 | - | | 5.1828 | 19700 | 0.0011 | - | | 5.1960 | 19750 | 0.0013 | - | | 5.2092 | 19800 | 0.001 | - | | 5.2223 | 19850 | 0.0016 | - | | 5.2355 | 19900 | 0.0006 | - | | 5.2486 | 19950 | 0.0009 | - | | 5.2618 | 20000 | 0.0012 | - | | 5.2749 | 20050 | 0.0006 | - | | 5.2881 | 20100 | 0.0022 | - | | 5.3012 | 20150 | 0.0008 | - | | 5.3144 | 20200 | 0.0014 | - | | 5.3275 | 20250 | 0.0016 | - | | 5.3407 | 20300 | 0.0017 | - | | 5.3539 | 20350 | 0.0016 | - | | 5.3670 | 20400 | 0.0012 | - | | 5.3802 | 20450 | 0.0014 | - | | 5.3933 | 20500 | 0.0015 | - | | 5.4065 | 20550 | 0.0016 | - | | 5.4196 | 20600 | 0.0009 | - | | 5.4328 | 20650 | 0.001 | - | | 5.4459 | 20700 | 0.0018 | - | | 5.4591 | 20750 | 0.002 | - | | 5.4722 | 20800 | 0.0014 | - | | 5.4854 | 20850 | 0.0012 | - | | 5.4986 | 20900 | 0.0007 | - | | 5.5117 | 20950 | 0.0013 | - | | 5.5249 | 21000 | 0.0009 | - | | 5.5380 | 21050 | 0.0007 | - | | 5.5512 | 21100 | 0.002 | - | | 5.5643 | 21150 | 0.0006 | - | | 5.5775 | 21200 | 0.0015 | - | | 5.5906 | 21250 | 0.0011 | - | | 5.6038 | 21300 | 0.0006 | - | | 5.6169 | 21350 | 0.0022 | - | | 5.6301 | 21400 | 0.0017 | - | | 5.6433 | 21450 | 0.0031 | - | | 5.6564 | 21500 | 0.0045 | - | | 5.6696 | 21550 | 0.0042 | - | | 5.6827 | 21600 | 0.0033 | - | | 5.6959 | 21650 | 0.0021 | - | | 5.7090 | 21700 | 0.0018 | - | | 5.7222 | 21750 | 0.0031 | - | | 5.7353 | 21800 | 0.0019 | - | | 5.7485 | 21850 | 0.0013 | - | | 5.7616 | 21900 | 0.0015 | - | | 5.7748 | 21950 | 0.0022 | - | | 5.7880 | 22000 | 0.0016 | - | | 5.8011 | 22050 | 0.0014 | - | | 5.8143 | 22100 | 0.0009 | - | | 5.8274 | 22150 | 0.0012 | - | | 5.8406 | 22200 | 0.0012 | - | | 5.8537 | 22250 | 0.0018 | - | | 5.8669 | 22300 | 0.0006 | - | | 5.8800 | 22350 | 0.0018 | - | | 5.8932 | 22400 | 0.001 | - | | 5.9063 | 22450 | 0.0013 | - | | 5.9195 | 22500 | 0.0012 | - | | 5.9326 | 22550 | 0.0007 | - | | 5.9458 | 22600 | 0.001 | - | | 5.9590 | 22650 | 0.0008 | - | | 5.9721 | 22700 | 0.0017 | - | | 5.9853 | 22750 | 0.0011 | - | | 5.9984 | 22800 | 0.0015 | - | | 6.0116 | 22850 | 0.0007 | - | | 6.0247 | 22900 | 0.0011 | - | | 6.0379 | 22950 | 0.0012 | - | | 6.0510 | 23000 | 0.0011 | - | | 6.0642 | 23050 | 0.0013 | - | | 6.0773 | 23100 | 0.0013 | - | | 6.0905 | 23150 | 0.0015 | - | | 6.1037 | 23200 | 0.0014 | - | | 6.1168 | 23250 | 0.0015 | - | | 6.1300 | 23300 | 0.0011 | - | | 6.1431 | 23350 | 0.0014 | - | | 6.1563 | 23400 | 0.0014 | - | | 6.1694 | 23450 | 0.0011 | - | | 6.1826 | 23500 | 0.0011 | - | | 6.1957 | 23550 | 0.0012 | - | | 6.2089 | 23600 | 0.0011 | - | | 6.2220 | 23650 | 0.0013 | - | | 6.2352 | 23700 | 0.0016 | - | | 6.2484 | 23750 | 0.0041 | - | | 6.2615 | 23800 | 0.0021 | - | | 6.2747 | 23850 | 0.0027 | - | | 6.2878 | 23900 | 0.0025 | - | | 6.3010 | 23950 | 0.0019 | - | | 6.3141 | 24000 | 0.0023 | - | | 6.3273 | 24050 | 0.0015 | - | | 6.3404 | 24100 | 0.0016 | - | | 6.3536 | 24150 | 0.002 | - | | 6.3667 | 24200 | 0.0012 | - | | 6.3799 | 24250 | 0.0011 | - | | 6.3931 | 24300 | 0.0013 | - | | 6.4062 | 24350 | 0.0016 | - | | 6.4194 | 24400 | 0.0013 | - | | 6.4325 | 24450 | 0.0011 | - | | 6.4457 | 24500 | 0.001 | - | | 6.4588 | 24550 | 0.0011 | - | | 6.4720 | 24600 | 0.0013 | - | | 6.4851 | 24650 | 0.0015 | - | | 6.4983 | 24700 | 0.0014 | - | | 6.5114 | 24750 | 0.0009 | - | | 6.5246 | 24800 | 0.0008 | - | | 6.5378 | 24850 | 0.0018 | - | | 6.5509 | 24900 | 0.0013 | - | | 6.5641 | 24950 | 0.0009 | - | | 6.5772 | 25000 | 0.001 | - | | 6.5904 | 25050 | 0.0008 | - | | 6.6035 | 25100 | 0.0009 | - | | 6.6167 | 25150 | 0.0006 | - | | 6.6298 | 25200 | 0.0009 | - | | 6.6430 | 25250 | 0.0009 | - | | 6.6561 | 25300 | 0.002 | - | | 6.6693 | 25350 | 0.0017 | - | | 6.6825 | 25400 | 0.0019 | - | | 6.6956 | 25450 | 0.0016 | - | | 6.7088 | 25500 | 0.0015 | - | | 6.7219 | 25550 | 0.0025 | - | | 6.7351 | 25600 | 0.0026 | - | | 6.7482 | 25650 | 0.0027 | - | | 6.7614 | 25700 | 0.0012 | - | | 6.7745 | 25750 | 0.0021 | - | | 6.7877 | 25800 | 0.0017 | - | | 6.8008 | 25850 | 0.0016 | - | | 6.8140 | 25900 | 0.0006 | - | | 6.8272 | 25950 | 0.0005 | - | | 6.8403 | 26000 | 0.0012 | - | | 6.8535 | 26050 | 0.0012 | - | | 6.8666 | 26100 | 0.0001 | - | | 6.8798 | 26150 | 0.0007 | - | | 6.8929 | 26200 | 0.0006 | - | | 6.9061 | 26250 | 0.0007 | - | | 6.9192 | 26300 | 0.0015 | - | | 6.9324 | 26350 | 0.0008 | - | | 6.9455 | 26400 | 0.0004 | - | | 6.9587 | 26450 | 0.0003 | - | | 6.9718 | 26500 | 0.0011 | - | | 6.9850 | 26550 | 0.0004 | - | | 6.9982 | 26600 | 0.0012 | - | | 7.0113 | 26650 | 0.0016 | - | | 7.0245 | 26700 | 0.0009 | - | | 7.0376 | 26750 | 0.0014 | - | | 7.0508 | 26800 | 0.0026 | - | | 7.0639 | 26850 | 0.0017 | - | | 7.0771 | 26900 | 0.0016 | - | | 7.0902 | 26950 | 0.0007 | - | | 7.1034 | 27000 | 0.001 | - | | 7.1165 | 27050 | 0.0008 | - | | 7.1297 | 27100 | 0.0012 | - | | 7.1429 | 27150 | 0.0012 | - | | 7.1560 | 27200 | 0.0008 | - | | 7.1692 | 27250 | 0.0009 | - | | 7.1823 | 27300 | 0.0007 | - | | 7.1955 | 27350 | 0.0005 | - | | 7.2086 | 27400 | 0.0008 | - | | 7.2218 | 27450 | 0.0009 | - | | 7.2349 | 27500 | 0.0011 | - | | 7.2481 | 27550 | 0.0003 | - | | 7.2612 | 27600 | 0.0005 | - | | 7.2744 | 27650 | 0.0009 | - | | 7.2876 | 27700 | 0.0008 | - | | 7.3007 | 27750 | 0.001 | - | | 7.3139 | 27800 | 0.0009 | - | | 7.3270 | 27850 | 0.0005 | - | | 7.3402 | 27900 | 0.0014 | - | | 7.3533 | 27950 | 0.0008 | - | | 7.3665 | 28000 | 0.0013 | - | | 7.3796 | 28050 | 0.0027 | - | | 7.3928 | 28100 | 0.0035 | - | | 7.4059 | 28150 | 0.0034 | - | | 7.4191 | 28200 | 0.0022 | - | | 7.4323 | 28250 | 0.0021 | - | | 7.4454 | 28300 | 0.0029 | - | | 7.4586 | 28350 | 0.0024 | - | | 7.4717 | 28400 | 0.0019 | - | | 7.4849 | 28450 | 0.0015 | - | | 7.4980 | 28500 | 0.0011 | - | | 7.5112 | 28550 | 0.0011 | - | | 7.5243 | 28600 | 0.0014 | - | | 7.5375 | 28650 | 0.0007 | - | | 7.5506 | 28700 | 0.0007 | - | | 7.5638 | 28750 | 0.0011 | - | | 7.5770 | 28800 | 0.0007 | - | | 7.5901 | 28850 | 0.0003 | - | | 7.6033 | 28900 | 0.0012 | - | | 7.6164 | 28950 | 0.0013 | - | | 7.6296 | 29000 | 0.0004 | - | | 7.6427 | 29050 | 0.0009 | - | | 7.6559 | 29100 | 0.0003 | - | | 7.6690 | 29150 | 0.0005 | - | | 7.6822 | 29200 | 0.0005 | - | | 7.6953 | 29250 | 0.0008 | - | | 7.7085 | 29300 | 0.0007 | - | | 7.7217 | 29350 | 0.0007 | - | | 7.7348 | 29400 | 0.0005 | - | | 7.7480 | 29450 | 0.0005 | - | | 7.7611 | 29500 | 0.0006 | - | | 7.7743 | 29550 | 0.0007 | - | | 7.7874 | 29600 | 0.001 | - | | 7.8006 | 29650 | 0.0009 | - | | 7.8137 | 29700 | 0.0007 | - | | 7.8269 | 29750 | 0.0003 | - | | 7.8400 | 29800 | 0.0004 | - | | 7.8532 | 29850 | 0.0004 | - | | 7.8664 | 29900 | 0.0002 | - | | 7.8795 | 29950 | 0.0005 | - | | 7.8927 | 30000 | 0.0001 | - | | 7.9058 | 30050 | 0.0006 | - | | 7.9190 | 30100 | 0.0004 | - | | 7.9321 | 30150 | 0.0004 | - | | 7.9453 | 30200 | 0.0004 | - | | 7.9584 | 30250 | 0.0004 | - | | 7.9716 | 30300 | 0.0007 | - | | 7.9847 | 30350 | 0.0005 | - | | 7.9979 | 30400 | 0.0008 | - | | 8.0110 | 30450 | 0.0003 | - | | 8.0242 | 30500 | 0.0005 | - | | 8.0374 | 30550 | 0.0001 | - | | 8.0505 | 30600 | 0.0005 | - | | 8.0637 | 30650 | 0.0009 | - | | 8.0768 | 30700 | 0.0005 | - | | 8.0900 | 30750 | 0.0004 | - | | 8.1031 | 30800 | 0.0004 | - | | 8.1163 | 30850 | 0.0007 | - | | 8.1294 | 30900 | 0.0005 | - | | 8.1426 | 30950 | 0.0008 | - | | 8.1557 | 31000 | 0.0007 | - | | 8.1689 | 31050 | 0.0006 | - | | 8.1821 | 31100 | 0.0005 | - | | 8.1952 | 31150 | 0.0003 | - | | 8.2084 | 31200 | 0.0006 | - | | 8.2215 | 31250 | 0.0005 | - | | 8.2347 | 31300 | 0.0007 | - | | 8.2478 | 31350 | 0.0039 | - | | 8.2610 | 31400 | 0.003 | - | | 8.2741 | 31450 | 0.0025 | - | | 8.2873 | 31500 | 0.0025 | - | | 8.3004 | 31550 | 0.0019 | - | | 8.3136 | 31600 | 0.0015 | - | | 8.3268 | 31650 | 0.001 | - | | 8.3399 | 31700 | 0.0016 | - | | 8.3531 | 31750 | 0.0011 | - | | 8.3662 | 31800 | 0.0014 | - | | 8.3794 | 31850 | 0.0012 | - | | 8.3925 | 31900 | 0.0012 | - | | 8.4057 | 31950 | 0.0012 | - | | 8.4188 | 32000 | 0.0007 | - | | 8.4320 | 32050 | 0.0006 | - | | 8.4451 | 32100 | 0.0006 | - | | 8.4583 | 32150 | 0.0005 | - | | 8.4715 | 32200 | 0.001 | - | | 8.4846 | 32250 | 0.001 | - | | 8.4978 | 32300 | 0.0008 | - | | 8.5109 | 32350 | 0.0008 | - | | 8.5241 | 32400 | 0.0013 | - | | 8.5372 | 32450 | 0.0007 | - | | 8.5504 | 32500 | 0.0006 | - | | 8.5635 | 32550 | 0.0005 | - | | 8.5767 | 32600 | 0.0007 | - | | 8.5898 | 32650 | 0.0007 | - | | 8.6030 | 32700 | 0.0006 | - | | 8.6162 | 32750 | 0.0004 | - | | 8.6293 | 32800 | 0.0001 | - | | 8.6425 | 32850 | 0.0008 | - | | 8.6556 | 32900 | 0.001 | - | | 8.6688 | 32950 | 0.0001 | - | | 8.6819 | 33000 | 0.0001 | - | | 8.6951 | 33050 | 0.0007 | - | | 8.7082 | 33100 | 0.0005 | - | | 8.7214 | 33150 | 0.0007 | - | | 8.7345 | 33200 | 0.0005 | - | | 8.7477 | 33250 | 0.0005 | - | | 8.7609 | 33300 | 0.0013 | - | | 8.7740 | 33350 | 0.0005 | - | | 8.7872 | 33400 | 0.0002 | - | | 8.8003 | 33450 | 0.0002 | - | | 8.8135 | 33500 | 0.0004 | - | | 8.8266 | 33550 | 0.0002 | - | | 8.8398 | 33600 | 0.0004 | - | | 8.8529 | 33650 | 0.0005 | - | | 8.8661 | 33700 | 0.0004 | - | | 8.8792 | 33750 | 0.0008 | - | | 8.8924 | 33800 | 0.001 | - | | 8.9056 | 33850 | 0.0005 | - | | 8.9187 | 33900 | 0.0002 | - | | 8.9319 | 33950 | 0.0009 | - | | 8.9450 | 34000 | 0.0008 | - | | 8.9582 | 34050 | 0.0004 | - | | 8.9713 | 34100 | 0.0001 | - | | 8.9845 | 34150 | 0.0011 | - | | 8.9976 | 34200 | 0.0003 | - | | 9.0108 | 34250 | 0.0018 | - | | 9.0239 | 34300 | 0.0015 | - | | 9.0371 | 34350 | 0.0016 | - | | 9.0502 | 34400 | 0.001 | - | | 9.0634 | 34450 | 0.0013 | - | | 9.0766 | 34500 | 0.0022 | - | | 9.0897 | 34550 | 0.0021 | - | | 9.1029 | 34600 | 0.0019 | - | | 9.1160 | 34650 | 0.0007 | - | | 9.1292 | 34700 | 0.0017 | - | | 9.1423 | 34750 | 0.0017 | - | | 9.1555 | 34800 | 0.001 | - | | 9.1686 | 34850 | 0.0009 | - | | 9.1818 | 34900 | 0.001 | - | | 9.1949 | 34950 | 0.0018 | - | | 9.2081 | 35000 | 0.0011 | - | | 9.2213 | 35050 | 0.0012 | - | | 9.2344 | 35100 | 0.0013 | - | | 9.2476 | 35150 | 0.0008 | - | | 9.2607 | 35200 | 0.0005 | - | | 9.2739 | 35250 | 0.0004 | - | | 9.2870 | 35300 | 0.0006 | - | | 9.3002 | 35350 | 0.0004 | - | | 9.3133 | 35400 | 0.0006 | - | | 9.3265 | 35450 | 0.0009 | - | | 9.3396 | 35500 | 0.0007 | - | | 9.3528 | 35550 | 0.0006 | - | | 9.3660 | 35600 | 0.0003 | - | | 9.3791 | 35650 | 0.0005 | - | | 9.3923 | 35700 | 0.0004 | - | | 9.4054 | 35750 | 0.0009 | - | | 9.4186 | 35800 | 0.0004 | - | | 9.4317 | 35850 | 0.0004 | - | | 9.4449 | 35900 | 0.0007 | - | | 9.4580 | 35950 | 0.001 | - | | 9.4712 | 36000 | 0.0008 | - | | 9.4843 | 36050 | 0.0007 | - | | 9.4975 | 36100 | 0.0005 | - | | 9.5107 | 36150 | 0.0007 | - | | 9.5238 | 36200 | 0.0009 | - | | 9.5370 | 36250 | 0.0013 | - | | 9.5501 | 36300 | 0.0008 | - | | 9.5633 | 36350 | 0.001 | - | | 9.5764 | 36400 | 0.0004 | - | | 9.5896 | 36450 | 0.0007 | - | | 9.6027 | 36500 | 0.0004 | - | | 9.6159 | 36550 | 0.0004 | - | | 9.6290 | 36600 | 0.0006 | - | | 9.6422 | 36650 | 0.0002 | - | | 9.6554 | 36700 | 0.0005 | - | | 9.6685 | 36750 | 0.001 | - | | 9.6817 | 36800 | 0.0005 | - | | 9.6948 | 36850 | 0.0004 | - | | 9.7080 | 36900 | 0.0006 | - | | 9.7211 | 36950 | 0.0006 | - | | 9.7343 | 37000 | 0.0001 | - | | 9.7474 | 37050 | 0.0003 | - | | 9.7606 | 37100 | 0.0008 | - | | 9.7737 | 37150 | 0.0008 | - | | 9.7869 | 37200 | 0.0007 | - | | 9.8001 | 37250 | 0.0008 | - | | 9.8132 | 37300 | 0.0008 | - | | 9.8264 | 37350 | 0.0007 | - | | 9.8395 | 37400 | 0.0004 | - | | 9.8527 | 37450 | 0.0013 | - | | 9.8658 | 37500 | 0.0001 | - | | 9.8790 | 37550 | 0.0007 | - | | 9.8921 | 37600 | 0.0004 | - | | 9.9053 | 37650 | 0.0006 | - | | 9.9184 | 37700 | 0.0008 | - | | 9.9316 | 37750 | 0.0005 | - | | 9.9448 | 37800 | 0.0005 | - | | 9.9579 | 37850 | 0.0015 | - | | 9.9711 | 37900 | 0.0001 | - | | 9.9842 | 37950 | 0.0007 | - | | 9.9974 | 38000 | 0.001 | - | | 10.0105 | 38050 | 0.0008 | - | | 10.0237 | 38100 | 0.0007 | - | | 10.0368 | 38150 | 0.0007 | - | | 10.0500 | 38200 | 0.0006 | - | | 10.0631 | 38250 | 0.0014 | - | | 10.0763 | 38300 | 0.0002 | - | | 10.0895 | 38350 | 0.0004 | - | | 10.1026 | 38400 | 0.0001 | - | | 10.1158 | 38450 | 0.0006 | - | | 10.1289 | 38500 | 0.0005 | - | | 10.1421 | 38550 | 0.0005 | - | | 10.1552 | 38600 | 0.0004 | - | | 10.1684 | 38650 | 0.0002 | - | | 10.1815 | 38700 | 0.0008 | - | | 10.1947 | 38750 | 0.0007 | - | | 10.2078 | 38800 | 0.0009 | - | | 10.2210 | 38850 | 0.0018 | - | | 10.2341 | 38900 | 0.0023 | - | | 10.2473 | 38950 | 0.0013 | - | | 10.2605 | 39000 | 0.001 | - | | 10.2736 | 39050 | 0.0009 | - | | 10.2868 | 39100 | 0.0008 | - | | 10.2999 | 39150 | 0.0009 | - | | 10.3131 | 39200 | 0.001 | - | | 10.3262 | 39250 | 0.0012 | - | | 10.3394 | 39300 | 0.0007 | - | | 10.3525 | 39350 | 0.0009 | - | | 10.3657 | 39400 | 0.0009 | - | | 10.3788 | 39450 | 0.0009 | - | | 10.3920 | 39500 | 0.0005 | - | | 10.4052 | 39550 | 0.0001 | - | | 10.4183 | 39600 | 0.0006 | - | | 10.4315 | 39650 | 0.0007 | - | | 10.4446 | 39700 | 0.0007 | - | | 10.4578 | 39750 | 0.0004 | - | | 10.4709 | 39800 | 0.0012 | - | | 10.4841 | 39850 | 0.0008 | - | | 10.4972 | 39900 | 0.0013 | - | | 10.5104 | 39950 | 0.0006 | - | | 10.5235 | 40000 | 0.0005 | - | | 10.5367 | 40050 | 0.0009 | - | | 10.5499 | 40100 | 0.0005 | - | | 10.5630 | 40150 | 0.0009 | - | | 10.5762 | 40200 | 0.0002 | - | | 10.5893 | 40250 | 0.0001 | - | | 10.6025 | 40300 | 0.0004 | - | | 10.6156 | 40350 | 0.0002 | - | | 10.6288 | 40400 | 0.0003 | - | | 10.6419 | 40450 | 0.0001 | - | | 10.6551 | 40500 | 0.0004 | - | | 10.6682 | 40550 | 0.0005 | - | | 10.6814 | 40600 | 0.0007 | - | | 10.6946 | 40650 | 0.0008 | - | | 10.7077 | 40700 | 0.0002 | - | | 10.7209 | 40750 | 0.0003 | - | | 10.7340 | 40800 | 0.0004 | - | | 10.7472 | 40850 | 0.0004 | - | | 10.7603 | 40900 | 0.0002 | - | | 10.7735 | 40950 | 0.0004 | - | | 10.7866 | 41000 | 0.0005 | - | | 10.7998 | 41050 | 0.0004 | - | | 10.8129 | 41100 | 0.0 | - | | 10.8261 | 41150 | 0.0002 | - | | 10.8393 | 41200 | 0.0005 | - | | 10.8524 | 41250 | 0.0005 | - | | 10.8656 | 41300 | 0.0002 | - | | 10.8787 | 41350 | 0.0005 | - | | 10.8919 | 41400 | 0.0003 | - | | 10.9050 | 41450 | 0.0008 | - | | 10.9182 | 41500 | 0.0003 | - | | 10.9313 | 41550 | 0.0002 | - | | 10.9445 | 41600 | 0.0 | - | | 10.9576 | 41650 | 0.0008 | - | | 10.9708 | 41700 | 0.0007 | - | | 10.9840 | 41750 | 0.0006 | - | | 10.9971 | 41800 | 0.0013 | - | | 11.0103 | 41850 | 0.0016 | - | | 11.0234 | 41900 | 0.0018 | - | | 11.0366 | 41950 | 0.0015 | - | | 11.0497 | 42000 | 0.0017 | - | | 11.0629 | 42050 | 0.001 | - | | 11.0760 | 42100 | 0.0008 | - | | 11.0892 | 42150 | 0.0007 | - | | 11.1023 | 42200 | 0.0008 | - | | 11.1155 | 42250 | 0.0007 | - | | 11.1287 | 42300 | 0.0009 | - | | 11.1418 | 42350 | 0.0009 | - | | 11.1550 | 42400 | 0.0011 | - | | 11.1681 | 42450 | 0.0008 | - | | 11.1813 | 42500 | 0.0003 | - | | 11.1944 | 42550 | 0.0003 | - | | 11.2076 | 42600 | 0.0007 | - | | 11.2207 | 42650 | 0.0001 | - | | 11.2339 | 42700 | 0.0002 | - | | 11.2470 | 42750 | 0.0007 | - | | 11.2602 | 42800 | 0.0002 | - | | 11.2733 | 42850 | 0.0007 | - | | 11.2865 | 42900 | 0.0006 | - | | 11.2997 | 42950 | 0.0006 | - | | 11.3128 | 43000 | 0.0004 | - | | 11.3260 | 43050 | 0.0003 | - | | 11.3391 | 43100 | 0.0003 | - | | 11.3523 | 43150 | 0.0005 | - | | 11.3654 | 43200 | 0.0002 | - | | 11.3786 | 43250 | 0.0005 | - | | 11.3917 | 43300 | 0.0007 | - | | 11.4049 | 43350 | 0.0005 | - | | 11.4180 | 43400 | 0.0002 | - | | 11.4312 | 43450 | 0.001 | - | | 11.4444 | 43500 | 0.0006 | - | | 11.4575 | 43550 | 0.0005 | - | | 11.4707 | 43600 | 0.0005 | - | | 11.4838 | 43650 | 0.0002 | - | | 11.4970 | 43700 | 0.0004 | - | | 11.5101 | 43750 | 0.0007 | - | | 11.5233 | 43800 | 0.0008 | - | | 11.5364 | 43850 | 0.0007 | - | | 11.5496 | 43900 | 0.0009 | - | | 11.5627 | 43950 | 0.0008 | - | | 11.5759 | 44000 | 0.0 | - | | 11.5891 | 44050 | 0.0006 | - | | 11.6022 | 44100 | 0.0007 | - | | 11.6154 | 44150 | 0.0002 | - | | 11.6285 | 44200 | 0.0002 | - | | 11.6417 | 44250 | 0.0004 | - | | 11.6548 | 44300 | 0.0004 | - | | 11.6680 | 44350 | 0.0 | - | | 11.6811 | 44400 | 0.0003 | - | | 11.6943 | 44450 | 0.0005 | - | | 11.7074 | 44500 | 0.0003 | - | | 11.7206 | 44550 | 0.0 | - | | 11.7338 | 44600 | 0.0003 | - | | 11.7469 | 44650 | 0.0002 | - | | 11.7601 | 44700 | 0.0004 | - | | 11.7732 | 44750 | 0.0003 | - | | 11.7864 | 44800 | 0.0005 | - | | 11.7995 | 44850 | 0.0006 | - | | 11.8127 | 44900 | 0.0004 | - | | 11.8258 | 44950 | 0.0004 | - | | 11.8390 | 45000 | 0.0002 | - | | 11.8521 | 45050 | 0.0004 | - | | 11.8653 | 45100 | 0.0004 | - | | 11.8785 | 45150 | 0.0002 | - | | 11.8916 | 45200 | 0.0006 | - | | 11.9048 | 45250 | 0.0007 | - | | 11.9179 | 45300 | 0.0002 | - | | 11.9311 | 45350 | 0.0006 | - | | 11.9442 | 45400 | 0.0016 | - | | 11.9574 | 45450 | 0.0009 | - | | 11.9705 | 45500 | 0.0006 | - | | 11.9837 | 45550 | 0.0011 | - | | 11.9968 | 45600 | 0.0006 | - | | 12.0100 | 45650 | 0.0007 | - | | 12.0232 | 45700 | 0.0009 | - | | 12.0363 | 45750 | 0.0011 | - | | 12.0495 | 45800 | 0.0007 | - | | 12.0626 | 45850 | 0.0007 | - | | 12.0758 | 45900 | 0.0008 | - | | 12.0889 | 45950 | 0.0007 | - | | 12.1021 | 46000 | 0.0005 | - | | 12.1152 | 46050 | 0.0008 | - | | 12.1284 | 46100 | 0.0002 | - | | 12.1415 | 46150 | 0.0007 | - | | 12.1547 | 46200 | 0.0002 | - | | 12.1679 | 46250 | 0.0007 | - | | 12.1810 | 46300 | 0.0007 | - | | 12.1942 | 46350 | 0.0008 | - | | 12.2073 | 46400 | 0.0009 | - | | 12.2205 | 46450 | 0.0001 | - | | 12.2336 | 46500 | 0.0007 | - | | 12.2468 | 46550 | 0.0004 | - | | 12.2599 | 46600 | 0.0004 | - | | 12.2731 | 46650 | 0.0001 | - | | 12.2862 | 46700 | 0.0 | - | | 12.2994 | 46750 | 0.0005 | - | | 12.3125 | 46800 | 0.0004 | - | | 12.3257 | 46850 | 0.0011 | - | | 12.3389 | 46900 | 0.0017 | - | | 12.3520 | 46950 | 0.0012 | - | | 12.3652 | 47000 | 0.0009 | - | | 12.3783 | 47050 | 0.0009 | - | | 12.3915 | 47100 | 0.0005 | - | | 12.4046 | 47150 | 0.0008 | - | | 12.4178 | 47200 | 0.0006 | - | | 12.4309 | 47250 | 0.0008 | - | | 12.4441 | 47300 | 0.0015 | - | | 12.4572 | 47350 | 0.0017 | - | | 12.4704 | 47400 | 0.0011 | - | | 12.4836 | 47450 | 0.0003 | - | | 12.4967 | 47500 | 0.0007 | - | | 12.5099 | 47550 | 0.0014 | - | | 12.5230 | 47600 | 0.0014 | - | | 12.5362 | 47650 | 0.0008 | - | | 12.5493 | 47700 | 0.0008 | - | | 12.5625 | 47750 | 0.0013 | - | | 12.5756 | 47800 | 0.0008 | - | | 12.5888 | 47850 | 0.0007 | - | | 12.6019 | 47900 | 0.0008 | - | | 12.6151 | 47950 | 0.0007 | - | | 12.6283 | 48000 | 0.001 | - | | 12.6414 | 48050 | 0.0006 | - | | 12.6546 | 48100 | 0.0012 | - | | 12.6677 | 48150 | 0.0004 | - | | 12.6809 | 48200 | 0.0007 | - | | 12.6940 | 48250 | 0.001 | - | | 12.7072 | 48300 | 0.0005 | - | | 12.7203 | 48350 | 0.0006 | - | | 12.7335 | 48400 | 0.0004 | - | | 12.7466 | 48450 | 0.0001 | - | | 12.7598 | 48500 | 0.0005 | - | | 12.7730 | 48550 | 0.0005 | - | | 12.7861 | 48600 | 0.0004 | - | | 12.7993 | 48650 | 0.0002 | - | | 12.8124 | 48700 | 0.0004 | - | | 12.8256 | 48750 | 0.001 | - | | 12.8387 | 48800 | 0.0006 | - | | 12.8519 | 48850 | 0.0008 | - | | 12.8650 | 48900 | 0.0003 | - | | 12.8782 | 48950 | 0.0003 | - | | 12.8913 | 49000 | 0.0004 | - | | 12.9045 | 49050 | 0.001 | - | | 12.9177 | 49100 | 0.0003 | - | | 12.9308 | 49150 | 0.0008 | - | | 12.9440 | 49200 | 0.0001 | - | | 12.9571 | 49250 | 0.0006 | - | | 12.9703 | 49300 | 0.0009 | - | | 12.9834 | 49350 | 0.0006 | - | | 12.9966 | 49400 | 0.0009 | - | | 13.0097 | 49450 | 0.0003 | - | | 13.0229 | 49500 | 0.0007 | - | | 13.0360 | 49550 | 0.0003 | - | | 13.0492 | 49600 | 0.0006 | - | | 13.0624 | 49650 | 0.0008 | - | | 13.0755 | 49700 | 0.0003 | - | | 13.0887 | 49750 | 0.0004 | - | | 13.1018 | 49800 | 0.0008 | - | | 13.1150 | 49850 | 0.0009 | - | | 13.1281 | 49900 | 0.0004 | - | | 13.1413 | 49950 | 0.0001 | - | | 13.1544 | 50000 | 0.0007 | - | | 13.1676 | 50050 | 0.001 | - | | 13.1807 | 50100 | 0.0005 | - | | 13.1939 | 50150 | 0.0009 | - | | 13.2071 | 50200 | 0.0006 | - | | 13.2202 | 50250 | 0.0003 | - | | 13.2334 | 50300 | 0.0004 | - | | 13.2465 | 50350 | 0.0004 | - | | 13.2597 | 50400 | 0.0007 | - | | 13.2728 | 50450 | 0.0003 | - | | 13.2860 | 50500 | 0.0003 | - | | 13.2991 | 50550 | 0.0003 | - | | 13.3123 | 50600 | 0.0003 | - | | 13.3254 | 50650 | 0.0002 | - | | 13.3386 | 50700 | 0.0004 | - | | 13.3517 | 50750 | 0.0005 | - | | 13.3649 | 50800 | 0.0006 | - | | 13.3781 | 50850 | 0.0007 | - | | 13.3912 | 50900 | 0.0013 | - | | 13.4044 | 50950 | 0.0012 | - | | 13.4175 | 51000 | 0.0006 | - | | 13.4307 | 51050 | 0.0004 | - | | 13.4438 | 51100 | 0.0004 | - | | 13.4570 | 51150 | 0.0008 | - | | 13.4701 | 51200 | 0.0008 | - | | 13.4833 | 51250 | 0.0004 | - | | 13.4964 | 51300 | 0.0003 | - | | 13.5096 | 51350 | 0.0005 | - | | 13.5228 | 51400 | 0.0004 | - | | 13.5359 | 51450 | 0.0005 | - | | 13.5491 | 51500 | 0.0008 | - | | 13.5622 | 51550 | 0.002 | - | | 13.5754 | 51600 | 0.001 | - | | 13.5885 | 51650 | 0.0004 | - | | 13.6017 | 51700 | 0.0005 | - | | 13.6148 | 51750 | 0.0003 | - | | 13.6280 | 51800 | 0.0007 | - | | 13.6411 | 51850 | 0.0006 | - | | 13.6543 | 51900 | 0.0001 | - | | 13.6675 | 51950 | 0.0007 | - | | 13.6806 | 52000 | 0.0003 | - | | 13.6938 | 52050 | 0.0012 | - | | 13.7069 | 52100 | 0.0005 | - | | 13.7201 | 52150 | 0.0009 | - | | 13.7332 | 52200 | 0.0004 | - | | 13.7464 | 52250 | 0.0003 | - | | 13.7595 | 52300 | 0.0001 | - | | 13.7727 | 52350 | 0.0002 | - | | 13.7858 | 52400 | 0.0004 | - | | 13.7990 | 52450 | 0.0004 | - | | 13.8122 | 52500 | 0.0003 | - | | 13.8253 | 52550 | 0.0006 | - | | 13.8385 | 52600 | 0.0003 | - | | 13.8516 | 52650 | 0.0004 | - | | 13.8648 | 52700 | 0.0002 | - | | 13.8779 | 52750 | 0.0002 | - | | 13.8911 | 52800 | 0.0002 | - | | 13.9042 | 52850 | 0.0001 | - | | 13.9174 | 52900 | 0.0001 | - | | 13.9305 | 52950 | 0.0003 | - | | 13.9437 | 53000 | 0.0003 | - | | 13.9569 | 53050 | 0.0 | - | | 13.9700 | 53100 | 0.0002 | - | | 13.9832 | 53150 | 0.0001 | - | | 13.9963 | 53200 | 0.0001 | - | | 14.0095 | 53250 | 0.0001 | - | | 14.0226 | 53300 | 0.0002 | - | | 14.0358 | 53350 | 0.0002 | - | | 14.0489 | 53400 | 0.0003 | - | | 14.0621 | 53450 | 0.0001 | - | | 14.0752 | 53500 | 0.0002 | - | | 14.0884 | 53550 | 0.0006 | - | | 14.1016 | 53600 | 0.0003 | - | | 14.1147 | 53650 | 0.0002 | - | | 14.1279 | 53700 | 0.0003 | - | | 14.1410 | 53750 | 0.0002 | - | | 14.1542 | 53800 | 0.0002 | - | | 14.1673 | 53850 | 0.0002 | - | | 14.1805 | 53900 | 0.0002 | - | | 14.1936 | 53950 | 0.0001 | - | | 14.2068 | 54000 | 0.0005 | - | | 14.2199 | 54050 | 0.0002 | - | | 14.2331 | 54100 | 0.0002 | - | | 14.2463 | 54150 | 0.0002 | - | | 14.2594 | 54200 | 0.0002 | - | | 14.2726 | 54250 | 0.0 | - | | 14.2857 | 54300 | 0.0004 | - | | 14.2989 | 54350 | 0.0006 | - | | 14.3120 | 54400 | 0.0004 | - | | 14.3252 | 54450 | 0.0004 | - | | 14.3383 | 54500 | 0.0007 | - | | 14.3515 | 54550 | 0.0004 | - | | 14.3646 | 54600 | 0.0006 | - | | 14.3778 | 54650 | 0.0004 | - | | 14.3909 | 54700 | 0.0007 | - | | 14.4041 | 54750 | 0.0004 | - | | 14.4173 | 54800 | 0.0003 | - | | 14.4304 | 54850 | 0.0002 | - | | 14.4436 | 54900 | 0.0001 | - | | 14.4567 | 54950 | 0.0005 | - | | 14.4699 | 55000 | 0.001 | - | | 14.4830 | 55050 | 0.0004 | - | | 14.4962 | 55100 | 0.0005 | - | | 14.5093 | 55150 | 0.0002 | - | | 14.5225 | 55200 | 0.0004 | - | | 14.5356 | 55250 | 0.0004 | - | | 14.5488 | 55300 | 0.0005 | - | | 14.5620 | 55350 | 0.0 | - | | 14.5751 | 55400 | 0.0005 | - | | 14.5883 | 55450 | 0.0003 | - | | 14.6014 | 55500 | 0.0004 | - | | 14.6146 | 55550 | 0.0004 | - | | 14.6277 | 55600 | 0.0001 | - | | 14.6409 | 55650 | 0.0006 | - | | 14.6540 | 55700 | 0.0 | - | | 14.6672 | 55750 | 0.0001 | - | | 14.6803 | 55800 | 0.0 | - | | 14.6935 | 55850 | 0.0007 | - | | 14.7067 | 55900 | 0.0002 | - | | 14.7198 | 55950 | 0.0001 | - | | 14.7330 | 56000 | 0.0007 | - | | 14.7461 | 56050 | 0.0001 | - | | 14.7593 | 56100 | 0.0002 | - | | 14.7724 | 56150 | 0.0001 | - | | 14.7856 | 56200 | 0.0001 | - | | 14.7987 | 56250 | 0.0 | - | | 14.8119 | 56300 | 0.0003 | - | | 14.8250 | 56350 | 0.0005 | - | | 14.8382 | 56400 | 0.0007 | - | | 14.8514 | 56450 | 0.0004 | - | | 14.8645 | 56500 | 0.0003 | - | | 14.8777 | 56550 | 0.0001 | - | | 14.8908 | 56600 | 0.0004 | - | | 14.9040 | 56650 | 0.0006 | - | | 14.9171 | 56700 | 0.0002 | - | | 14.9303 | 56750 | 0.0005 | - | | 14.9434 | 56800 | 0.0006 | - | | 14.9566 | 56850 | 0.0002 | - | | 14.9697 | 56900 | 0.0005 | - | | 14.9829 | 56950 | 0.0003 | - | | 14.9961 | 57000 | 0.0007 | - | | 15.0092 | 57050 | 0.0001 | - | | 15.0224 | 57100 | 0.0005 | - | | 15.0355 | 57150 | 0.0001 | - | | 15.0487 | 57200 | 0.0004 | - | | 15.0618 | 57250 | 0.0001 | - | | 15.0750 | 57300 | 0.0001 | - | | 15.0881 | 57350 | 0.0002 | - | | 15.1013 | 57400 | 0.0 | - | | 15.1144 | 57450 | 0.0002 | - | | 15.1276 | 57500 | 0.0001 | - | | 15.1408 | 57550 | 0.0 | - | | 15.1539 | 57600 | 0.0002 | - | | 15.1671 | 57650 | 0.0001 | - | | 15.1802 | 57700 | 0.0003 | - | | 15.1934 | 57750 | 0.0003 | - | | 15.2065 | 57800 | 0.0002 | - | | 15.2197 | 57850 | 0.0002 | - | | 15.2328 | 57900 | 0.0001 | - | | 15.2460 | 57950 | 0.0001 | - | | 15.2591 | 58000 | 0.0002 | - | | 15.2723 | 58050 | 0.0002 | - | | 15.2855 | 58100 | 0.0002 | - | | 15.2986 | 58150 | 0.0002 | - | | 15.3118 | 58200 | 0.0002 | - | | 15.3249 | 58250 | 0.0001 | - | | 15.3381 | 58300 | 0.0002 | - | | 15.3512 | 58350 | 0.0001 | - | | 15.3644 | 58400 | 0.0001 | - | | 15.3775 | 58450 | 0.0 | - | | 15.3907 | 58500 | 0.0001 | - | | 15.4038 | 58550 | 0.0001 | - | | 15.4170 | 58600 | 0.0 | - | | 15.4301 | 58650 | 0.0001 | - | | 15.4433 | 58700 | 0.0 | - | | 15.4565 | 58750 | 0.0 | - | | 15.4696 | 58800 | 0.0001 | - | | 15.4828 | 58850 | 0.0002 | - | | 15.4959 | 58900 | 0.0011 | - | | 15.5091 | 58950 | 0.0011 | - | | 15.5222 | 59000 | 0.0008 | - | | 15.5354 | 59050 | 0.0008 | - | | 15.5485 | 59100 | 0.0007 | - | | 15.5617 | 59150 | 0.0005 | - | | 15.5748 | 59200 | 0.0004 | - | | 15.5880 | 59250 | 0.001 | - | | 15.6012 | 59300 | 0.0005 | - | | 15.6143 | 59350 | 0.0005 | - | | 15.6275 | 59400 | 0.0001 | - | | 15.6406 | 59450 | 0.0004 | - | | 15.6538 | 59500 | 0.0 | - | | 15.6669 | 59550 | 0.0006 | - | | 15.6801 | 59600 | 0.0005 | - | | 15.6932 | 59650 | 0.0001 | - | | 15.7064 | 59700 | 0.0 | - | | 15.7195 | 59750 | 0.0003 | - | | 15.7327 | 59800 | 0.0002 | - | | 15.7459 | 59850 | 0.0001 | - | | 15.7590 | 59900 | 0.0003 | - | | 15.7722 | 59950 | 0.0002 | - | | 15.7853 | 60000 | 0.0002 | - | | 15.7985 | 60050 | 0.0002 | - | | 15.8116 | 60100 | 0.0005 | - | | 15.8248 | 60150 | 0.0004 | - | | 15.8379 | 60200 | 0.0 | - | | 15.8511 | 60250 | 0.0005 | - | | 15.8642 | 60300 | 0.0004 | - | | 15.8774 | 60350 | 0.0002 | - | | 15.8906 | 60400 | 0.0002 | - | | 15.9037 | 60450 | 0.0001 | - | | 15.9169 | 60500 | 0.0003 | - | | 15.9300 | 60550 | 0.0004 | - | | 15.9432 | 60600 | 0.0001 | - | | 15.9563 | 60650 | 0.0 | - | | 15.9695 | 60700 | 0.0002 | - | | 15.9826 | 60750 | 0.0002 | - | | 15.9958 | 60800 | 0.0002 | - | | 16.0089 | 60850 | 0.0006 | - | | 16.0221 | 60900 | 0.0005 | - | | 16.0353 | 60950 | 0.0004 | - | | 16.0484 | 61000 | 0.0002 | - | | 16.0616 | 61050 | 0.0005 | - | | 16.0747 | 61100 | 0.0001 | - | | 16.0879 | 61150 | 0.0002 | - | | 16.1010 | 61200 | 0.0001 | - | | 16.1142 | 61250 | 0.0003 | - | | 16.1273 | 61300 | 0.0002 | - | | 16.1405 | 61350 | 0.0004 | - | | 16.1536 | 61400 | 0.0004 | - | | 16.1668 | 61450 | 0.0001 | - | | 16.1800 | 61500 | 0.0005 | - | | 16.1931 | 61550 | 0.0004 | - | | 16.2063 | 61600 | 0.0 | - | | 16.2194 | 61650 | 0.0002 | - | | 16.2326 | 61700 | 0.0005 | - | | 16.2457 | 61750 | 0.0 | - | | 16.2589 | 61800 | 0.0 | - | | 16.2720 | 61850 | 0.0002 | - | | 16.2852 | 61900 | 0.0001 | - | | 16.2983 | 61950 | 0.0005 | - | | 16.3115 | 62000 | 0.0003 | - | | 16.3247 | 62050 | 0.0006 | - | | 16.3378 | 62100 | 0.0004 | - | | 16.3510 | 62150 | 0.0012 | - | | 16.3641 | 62200 | 0.0004 | - | | 16.3773 | 62250 | 0.0009 | - | | 16.3904 | 62300 | 0.0006 | - | | 16.4036 | 62350 | 0.0008 | - | | 16.4167 | 62400 | 0.0001 | - | | 16.4299 | 62450 | 0.0004 | - | | 16.4430 | 62500 | 0.0004 | - | | 16.4562 | 62550 | 0.0004 | - | | 16.4694 | 62600 | 0.0005 | - | | 16.4825 | 62650 | 0.0005 | - | | 16.4957 | 62700 | 0.0008 | - | | 16.5088 | 62750 | 0.0002 | - | | 16.5220 | 62800 | 0.0004 | - | | 16.5351 | 62850 | 0.0002 | - | | 16.5483 | 62900 | 0.0002 | - | | 16.5614 | 62950 | 0.0 | - | | 16.5746 | 63000 | 0.0002 | - | | 16.5877 | 63050 | 0.0001 | - | | 16.6009 | 63100 | 0.0 | - | | 16.6140 | 63150 | 0.0006 | - | | 16.6272 | 63200 | 0.0004 | - | | 16.6404 | 63250 | 0.0001 | - | | 16.6535 | 63300 | 0.0006 | - | | 16.6667 | 63350 | 0.0002 | - | | 16.6798 | 63400 | 0.0005 | - | | 16.6930 | 63450 | 0.0005 | - | | 16.7061 | 63500 | 0.0004 | - | | 16.7193 | 63550 | 0.0003 | - | | 16.7324 | 63600 | 0.0003 | - | | 16.7456 | 63650 | 0.0004 | - | | 16.7587 | 63700 | 0.0003 | - | | 16.7719 | 63750 | 0.0006 | - | | 16.7851 | 63800 | 0.0005 | - | | 16.7982 | 63850 | 0.0008 | - | | 16.8114 | 63900 | 0.0002 | - | | 16.8245 | 63950 | 0.0012 | - | | 16.8377 | 64000 | 0.0007 | - | | 16.8508 | 64050 | 0.0004 | - | | 16.8640 | 64100 | 0.0008 | - | | 16.8771 | 64150 | 0.0009 | - | | 16.8903 | 64200 | 0.001 | - | | 16.9034 | 64250 | 0.0003 | - | | 16.9166 | 64300 | 0.0006 | - | | 16.9298 | 64350 | 0.0007 | - | | 16.9429 | 64400 | 0.0001 | - | | 16.9561 | 64450 | 0.0001 | - | | 16.9692 | 64500 | 0.0004 | - | | 16.9824 | 64550 | 0.0002 | - | | 16.9955 | 64600 | 0.0002 | - | | 17.0087 | 64650 | 0.0002 | - | | 17.0218 | 64700 | 0.0002 | - | | 17.0350 | 64750 | 0.0003 | - | | 17.0481 | 64800 | 0.0003 | - | | 17.0613 | 64850 | 0.0005 | - | | 17.0745 | 64900 | 0.0003 | - | | 17.0876 | 64950 | 0.0002 | - | | 17.1008 | 65000 | 0.0002 | - | | 17.1139 | 65050 | 0.0003 | - | | 17.1271 | 65100 | 0.0002 | - | | 17.1402 | 65150 | 0.0001 | - | | 17.1534 | 65200 | 0.0001 | - | | 17.1665 | 65250 | 0.0002 | - | | 17.1797 | 65300 | 0.0002 | - | | 17.1928 | 65350 | 0.0002 | - | | 17.2060 | 65400 | 0.0003 | - | | 17.2192 | 65450 | 0.0002 | - | | 17.2323 | 65500 | 0.0002 | - | | 17.2455 | 65550 | 0.0002 | - | | 17.2586 | 65600 | 0.0003 | - | | 17.2718 | 65650 | 0.0002 | - | | 17.2849 | 65700 | 0.0001 | - | | 17.2981 | 65750 | 0.0003 | - | | 17.3112 | 65800 | 0.0 | - | | 17.3244 | 65850 | 0.0 | - | | 17.3375 | 65900 | 0.0002 | - | | 17.3507 | 65950 | 0.0 | - | | 17.3639 | 66000 | 0.0 | - | | 17.3770 | 66050 | 0.0 | - | | 17.3902 | 66100 | 0.0002 | - | | 17.4033 | 66150 | 0.0002 | - | | 17.4165 | 66200 | 0.0002 | - | | 17.4296 | 66250 | 0.0 | - | | 17.4428 | 66300 | 0.0002 | - | | 17.4559 | 66350 | 0.0002 | - | | 17.4691 | 66400 | 0.0003 | - | | 17.4822 | 66450 | 0.0001 | - | | 17.4954 | 66500 | 0.0002 | - | | 17.5086 | 66550 | 0.0 | - | | 17.5217 | 66600 | 0.0002 | - | | 17.5349 | 66650 | 0.0003 | - | | 17.5480 | 66700 | 0.0002 | - | | 17.5612 | 66750 | 0.0001 | - | | 17.5743 | 66800 | 0.0002 | - | | 17.5875 | 66850 | 0.0002 | - | | 17.6006 | 66900 | 0.0003 | - | | 17.6138 | 66950 | 0.0002 | - | | 17.6269 | 67000 | 0.0002 | - | | 17.6401 | 67050 | 0.0005 | - | | 17.6532 | 67100 | 0.0004 | - | | 17.6664 | 67150 | 0.0003 | - | | 17.6796 | 67200 | 0.0006 | - | | 17.6927 | 67250 | 0.0005 | - | | 17.7059 | 67300 | 0.0005 | - | | 17.7190 | 67350 | 0.0002 | - | | 17.7322 | 67400 | 0.0003 | - | | 17.7453 | 67450 | 0.0002 | - | | 17.7585 | 67500 | 0.0002 | - | | 17.7716 | 67550 | 0.0001 | - | | 17.7848 | 67600 | 0.0001 | - | | 17.7979 | 67650 | 0.0002 | - | | 17.8111 | 67700 | 0.0006 | - | | 17.8243 | 67750 | 0.0004 | - | | 17.8374 | 67800 | 0.0007 | - | | 17.8506 | 67850 | 0.0004 | - | | 17.8637 | 67900 | 0.0005 | - | | 17.8769 | 67950 | 0.0002 | - | | 17.8900 | 68000 | 0.0003 | - | | 17.9032 | 68050 | 0.0004 | - | | 17.9163 | 68100 | 0.0004 | - | | 17.9295 | 68150 | 0.0003 | - | | 17.9426 | 68200 | 0.0004 | - | | 17.9558 | 68250 | 0.0002 | - | | 17.9690 | 68300 | 0.0 | - | | 17.9821 | 68350 | 0.0001 | - | | 17.9953 | 68400 | 0.0 | - | | 18.0084 | 68450 | 0.0002 | - | | 18.0216 | 68500 | 0.0002 | - | | 18.0347 | 68550 | 0.0006 | - | | 18.0479 | 68600 | 0.0002 | - | | 18.0610 | 68650 | 0.0003 | - | | 18.0742 | 68700 | 0.0 | - | | 18.0873 | 68750 | 0.0001 | - | | 18.1005 | 68800 | 0.0002 | - | | 18.1137 | 68850 | 0.0003 | - | | 18.1268 | 68900 | 0.0001 | - | | 18.1400 | 68950 | 0.0002 | - | | 18.1531 | 69000 | 0.0001 | - | | 18.1663 | 69050 | 0.0001 | - | | 18.1794 | 69100 | 0.0003 | - | | 18.1926 | 69150 | 0.0003 | - | | 18.2057 | 69200 | 0.0002 | - | | 18.2189 | 69250 | 0.0001 | - | | 18.2320 | 69300 | 0.0002 | - | | 18.2452 | 69350 | 0.0002 | - | | 18.2584 | 69400 | 0.0001 | - | | 18.2715 | 69450 | 0.0001 | - | | 18.2847 | 69500 | 0.0 | - | | 18.2978 | 69550 | 0.0002 | - | | 18.3110 | 69600 | 0.0 | - | | 18.3241 | 69650 | 0.0002 | - | | 18.3373 | 69700 | 0.0002 | - | | 18.3504 | 69750 | 0.0001 | - | | 18.3636 | 69800 | 0.0 | - | | 18.3767 | 69850 | 0.0001 | - | | 18.3899 | 69900 | 0.0 | - | | 18.4031 | 69950 | 0.0 | - | | 18.4162 | 70000 | 0.0 | - | | 18.4294 | 70050 | 0.0 | - | | 18.4425 | 70100 | 0.0 | - | | 18.4557 | 70150 | 0.0001 | - | | 18.4688 | 70200 | 0.0003 | - | | 18.4820 | 70250 | 0.0 | - | | 18.4951 | 70300 | 0.0002 | - | | 18.5083 | 70350 | 0.0005 | - | | 18.5214 | 70400 | 0.0001 | - | | 18.5346 | 70450 | 0.0003 | - | | 18.5478 | 70500 | 0.0002 | - | | 18.5609 | 70550 | 0.0001 | - | | 18.5741 | 70600 | 0.0001 | - | | 18.5872 | 70650 | 0.0 | - | | 18.6004 | 70700 | 0.0001 | - | | 18.6135 | 70750 | 0.0 | - | | 18.6267 | 70800 | 0.0 | - | | 18.6398 | 70850 | 0.0 | - | | 18.6530 | 70900 | 0.0 | - | | 18.6661 | 70950 | 0.0 | - | | 18.6793 | 71000 | 0.0 | - | | 18.6924 | 71050 | 0.0001 | - | | 18.7056 | 71100 | 0.0 | - | | 18.7188 | 71150 | 0.0 | - | | 18.7319 | 71200 | 0.0001 | - | | 18.7451 | 71250 | 0.0 | - | | 18.7582 | 71300 | 0.0 | - | | 18.7714 | 71350 | 0.0 | - | | 18.7845 | 71400 | 0.0001 | - | | 18.7977 | 71450 | 0.0 | - | | 18.8108 | 71500 | 0.0 | - | | 18.8240 | 71550 | 0.0 | - | | 18.8371 | 71600 | 0.0 | - | | 18.8503 | 71650 | 0.0 | - | | 18.8635 | 71700 | 0.0001 | - | | 18.8766 | 71750 | 0.0 | - | | 18.8898 | 71800 | 0.0 | - | | 18.9029 | 71850 | 0.0 | - | | 18.9161 | 71900 | 0.0 | - | | 18.9292 | 71950 | 0.0001 | - | | 18.9424 | 72000 | 0.0001 | - | | 18.9555 | 72050 | 0.0005 | - | | 18.9687 | 72100 | 0.0002 | - | | 18.9818 | 72150 | 0.0001 | - | | 18.9950 | 72200 | 0.0001 | - | | 19.0082 | 72250 | 0.0001 | - | | 19.0213 | 72300 | 0.0003 | - | | 19.0345 | 72350 | 0.0001 | - | | 19.0476 | 72400 | 0.0002 | - | | 19.0608 | 72450 | 0.0004 | - | | 19.0739 | 72500 | 0.0001 | - | | 19.0871 | 72550 | 0.0002 | - | | 19.1002 | 72600 | 0.0002 | - | | 19.1134 | 72650 | 0.0001 | - | | 19.1265 | 72700 | 0.0 | - | | 19.1397 | 72750 | 0.0 | - | | 19.1529 | 72800 | 0.0001 | - | | 19.1660 | 72850 | 0.0 | - | | 19.1792 | 72900 | 0.0 | - | | 19.1923 | 72950 | 0.0001 | - | | 19.2055 | 73000 | 0.0 | - | | 19.2186 | 73050 | 0.0 | - | | 19.2318 | 73100 | 0.0001 | - | | 19.2449 | 73150 | 0.0 | - | | 19.2581 | 73200 | 0.0 | - | | 19.2712 | 73250 | 0.0 | - | | 19.2844 | 73300 | 0.0 | - | | 19.2976 | 73350 | 0.0 | - | | 19.3107 | 73400 | 0.0 | - | | 19.3239 | 73450 | 0.0 | - | | 19.3370 | 73500 | 0.0 | - | | 19.3502 | 73550 | 0.0001 | - | | 19.3633 | 73600 | 0.0 | - | | 19.3765 | 73650 | 0.0 | - | | 19.3896 | 73700 | 0.0 | - | | 19.4028 | 73750 | 0.0 | - | | 19.4159 | 73800 | 0.0 | - | | 19.4291 | 73850 | 0.0 | - | | 19.4423 | 73900 | 0.0002 | - | | 19.4554 | 73950 | 0.0001 | - | | 19.4686 | 74000 | 0.0 | - | | 19.4817 | 74050 | 0.0 | - | | 19.4949 | 74100 | 0.0 | - | | 19.5080 | 74150 | 0.0001 | - | | 19.5212 | 74200 | 0.0 | - | | 19.5343 | 74250 | 0.0002 | - | | 19.5475 | 74300 | 0.0 | - | | 19.5606 | 74350 | 0.0001 | - | | 19.5738 | 74400 | 0.0001 | - | | 19.5870 | 74450 | 0.0003 | - | | 19.6001 | 74500 | 0.0 | - | | 19.6133 | 74550 | 0.0001 | - | | 19.6264 | 74600 | 0.0001 | - | | 19.6396 | 74650 | 0.0001 | - | | 19.6527 | 74700 | 0.0001 | - | | 19.6659 | 74750 | 0.0 | - | | 19.6790 | 74800 | 0.0001 | - | | 19.6922 | 74850 | 0.0 | - | | 19.7053 | 74900 | 0.0001 | - | | 19.7185 | 74950 | 0.0 | - | | 19.7316 | 75000 | 0.0001 | - | | 19.7448 | 75050 | 0.0 | - | | 19.7580 | 75100 | 0.0 | - | | 19.7711 | 75150 | 0.0 | - | | 19.7843 | 75200 | 0.0 | - | | 19.7974 | 75250 | 0.0 | - | | 19.8106 | 75300 | 0.0 | - | | 19.8237 | 75350 | 0.0 | - | | 19.8369 | 75400 | 0.0 | - | | 19.8500 | 75450 | 0.0 | - | | 19.8632 | 75500 | 0.0 | - | | 19.8763 | 75550 | 0.0 | - | | 19.8895 | 75600 | 0.0 | - | | 19.9027 | 75650 | 0.0001 | - | | 19.9158 | 75700 | 0.0 | - | | 19.9290 | 75750 | 0.0 | - | | 19.9421 | 75800 | 0.0 | - | | 19.9553 | 75850 | 0.0001 | - | | 19.9684 | 75900 | 0.0 | - | | 19.9816 | 75950 | 0.0 | - | | 19.9947 | 76000 | 0.0 | - | | 20.0079 | 76050 | 0.0 | - | | 20.0210 | 76100 | 0.0 | - | | 20.0342 | 76150 | 0.0 | - | | 20.0474 | 76200 | 0.0001 | - | | 20.0605 | 76250 | 0.0 | - | | 20.0737 | 76300 | 0.0 | - | | 20.0868 | 76350 | 0.0001 | - | | 20.1000 | 76400 | 0.0 | - | | 20.1131 | 76450 | 0.0001 | - | | 20.1263 | 76500 | 0.0 | - | | 20.1394 | 76550 | 0.0 | - | | 20.1526 | 76600 | 0.0 | - | | 20.1657 | 76650 | 0.0 | - | | 20.1789 | 76700 | 0.0 | - | | 20.1921 | 76750 | 0.0001 | - | | 20.2052 | 76800 | 0.0 | - | | 20.2184 | 76850 | 0.0 | - | | 20.2315 | 76900 | 0.0 | - | | 20.2447 | 76950 | 0.0 | - | | 20.2578 | 77000 | 0.0 | - | | 20.2710 | 77050 | 0.0 | - | | 20.2841 | 77100 | 0.0 | - | | 20.2973 | 77150 | 0.0 | - | | 20.3104 | 77200 | 0.0 | - | | 20.3236 | 77250 | 0.0 | - | | 20.3368 | 77300 | 0.0001 | - | | 20.3499 | 77350 | 0.0001 | - | | 20.3631 | 77400 | 0.0 | - | | 20.3762 | 77450 | 0.0 | - | | 20.3894 | 77500 | 0.0 | - | | 20.4025 | 77550 | 0.0001 | - | | 20.4157 | 77600 | 0.0001 | - | | 20.4288 | 77650 | 0.0001 | - | | 20.4420 | 77700 | 0.0 | - | | 20.4551 | 77750 | 0.0 | - | | 20.4683 | 77800 | 0.0 | - | | 20.4815 | 77850 | 0.0 | - | | 20.4946 | 77900 | 0.0001 | - | | 20.5078 | 77950 | 0.0001 | - | | 20.5209 | 78000 | 0.0001 | - | | 20.5341 | 78050 | 0.0001 | - | | 20.5472 | 78100 | 0.0003 | - | | 20.5604 | 78150 | 0.0003 | - | | 20.5735 | 78200 | 0.0001 | - | | 20.5867 | 78250 | 0.0003 | - | | 20.5998 | 78300 | 0.0004 | - | | 20.6130 | 78350 | 0.0001 | - | | 20.6262 | 78400 | 0.0 | - | | 20.6393 | 78450 | 0.0002 | - | | 20.6525 | 78500 | 0.0 | - | | 20.6656 | 78550 | 0.0 | - | | 20.6788 | 78600 | 0.0 | - | | 20.6919 | 78650 | 0.0002 | - | | 20.7051 | 78700 | 0.0 | - | | 20.7182 | 78750 | 0.0 | - | | 20.7314 | 78800 | 0.0002 | - | | 20.7445 | 78850 | 0.0 | - | | 20.7577 | 78900 | 0.0002 | - | | 20.7708 | 78950 | 0.0 | - | | 20.7840 | 79000 | 0.0 | - | | 20.7972 | 79050 | 0.0 | - | | 20.8103 | 79100 | 0.0 | - | | 20.8235 | 79150 | 0.0 | - | | 20.8366 | 79200 | 0.0 | - | | 20.8498 | 79250 | 0.0 | - | | 20.8629 | 79300 | 0.0001 | - | | 20.8761 | 79350 | 0.0002 | - | | 20.8892 | 79400 | 0.0 | - | | 20.9024 | 79450 | 0.0 | - | | 20.9155 | 79500 | 0.0 | - | | 20.9287 | 79550 | 0.0002 | - | | 20.9419 | 79600 | 0.0002 | - | | 20.9550 | 79650 | 0.0001 | - | | 20.9682 | 79700 | 0.0 | - | | 20.9813 | 79750 | 0.0 | - | | 20.9945 | 79800 | 0.0001 | - | | 21.0076 | 79850 | 0.0001 | - | | 21.0208 | 79900 | 0.0001 | - | | 21.0339 | 79950 | 0.0 | - | | 21.0471 | 80000 | 0.0 | - | | 21.0602 | 80050 | 0.0 | - | | 21.0734 | 80100 | 0.0001 | - | | 21.0866 | 80150 | 0.0 | - | | 21.0997 | 80200 | 0.0 | - | | 21.1129 | 80250 | 0.0 | - | | 21.1260 | 80300 | 0.0 | - | | 21.1392 | 80350 | 0.0001 | - | | 21.1523 | 80400 | 0.0 | - | | 21.1655 | 80450 | 0.0001 | - | | 21.1786 | 80500 | 0.0 | - | | 21.1918 | 80550 | 0.0 | - | | 21.2049 | 80600 | 0.0 | - | | 21.2181 | 80650 | 0.0 | - | | 21.2313 | 80700 | 0.0 | - | | 21.2444 | 80750 | 0.0 | - | | 21.2576 | 80800 | 0.0 | - | | 21.2707 | 80850 | 0.0 | - | | 21.2839 | 80900 | 0.0 | - | | 21.2970 | 80950 | 0.0001 | - | | 21.3102 | 81000 | 0.0 | - | | 21.3233 | 81050 | 0.0001 | - | | 21.3365 | 81100 | 0.0 | - | | 21.3496 | 81150 | 0.0 | - | | 21.3628 | 81200 | 0.0 | - | | 21.3760 | 81250 | 0.0 | - | | 21.3891 | 81300 | 0.0 | - | | 21.4023 | 81350 | 0.0 | - | | 21.4154 | 81400 | 0.0001 | - | | 21.4286 | 81450 | 0.0 | - | | 21.4417 | 81500 | 0.0 | - | | 21.4549 | 81550 | 0.0001 | - | | 21.4680 | 81600 | 0.0 | - | | 21.4812 | 81650 | 0.0 | - | | 21.4943 | 81700 | 0.0 | - | | 21.5075 | 81750 | 0.0001 | - | | 21.5207 | 81800 | 0.0 | - | | 21.5338 | 81850 | 0.0 | - | | 21.5470 | 81900 | 0.0 | - | | 21.5601 | 81950 | 0.0 | - | | 21.5733 | 82000 | 0.0 | - | | 21.5864 | 82050 | 0.0 | - | | 21.5996 | 82100 | 0.0 | - | | 21.6127 | 82150 | 0.0 | - | | 21.6259 | 82200 | 0.0 | - | | 21.6390 | 82250 | 0.0 | - | | 21.6522 | 82300 | 0.0 | - | | 21.6654 | 82350 | 0.0 | - | | 21.6785 | 82400 | 0.0001 | - | | 21.6917 | 82450 | 0.0 | - | | 21.7048 | 82500 | 0.0001 | - | | 21.7180 | 82550 | 0.0 | - | | 21.7311 | 82600 | 0.0 | - | | 21.7443 | 82650 | 0.0 | - | | 21.7574 | 82700 | 0.0 | - | | 21.7706 | 82750 | 0.0 | - | | 21.7837 | 82800 | 0.0 | - | | 21.7969 | 82850 | 0.0 | - | | 21.8100 | 82900 | 0.0 | - | | 21.8232 | 82950 | 0.0001 | - | | 21.8364 | 83000 | 0.0 | - | | 21.8495 | 83050 | 0.0 | - | | 21.8627 | 83100 | 0.0 | - | | 21.8758 | 83150 | 0.0 | - | | 21.8890 | 83200 | 0.0 | - | | 21.9021 | 83250 | 0.0 | - | | 21.9153 | 83300 | 0.0 | - | | 21.9284 | 83350 | 0.0 | - | | 21.9416 | 83400 | 0.0 | - | | 21.9547 | 83450 | 0.0 | - | | 21.9679 | 83500 | 0.0 | - | | 21.9811 | 83550 | 0.0 | - | | 21.9942 | 83600 | 0.0 | - | | 22.0074 | 83650 | 0.0 | - | | 22.0205 | 83700 | 0.0001 | - | | 22.0337 | 83750 | 0.0 | - | | 22.0468 | 83800 | 0.0 | - | | 22.0600 | 83850 | 0.0 | - | | 22.0731 | 83900 | 0.0 | - | | 22.0863 | 83950 | 0.0001 | - | | 22.0994 | 84000 | 0.0 | - | | 22.1126 | 84050 | 0.0 | - | | 22.1258 | 84100 | 0.0 | - | | 22.1389 | 84150 | 0.0 | - | | 22.1521 | 84200 | 0.0 | - | | 22.1652 | 84250 | 0.0 | - | | 22.1784 | 84300 | 0.0 | - | | 22.1915 | 84350 | 0.0001 | - | | 22.2047 | 84400 | 0.0 | - | | 22.2178 | 84450 | 0.0 | - | | 22.2310 | 84500 | 0.0 | - | | 22.2441 | 84550 | 0.0 | - | | 22.2573 | 84600 | 0.0 | - | | 22.2705 | 84650 | 0.0 | - | | 22.2836 | 84700 | 0.0 | - | | 22.2968 | 84750 | 0.0 | - | | 22.3099 | 84800 | 0.0 | - | | 22.3231 | 84850 | 0.0 | - | | 22.3362 | 84900 | 0.0 | - | | 22.3494 | 84950 | 0.0 | - | | 22.3625 | 85000 | 0.0 | - | | 22.3757 | 85050 | 0.0 | - | | 22.3888 | 85100 | 0.0 | - | | 22.4020 | 85150 | 0.0 | - | | 22.4152 | 85200 | 0.0001 | - | | 22.4283 | 85250 | 0.0001 | - | | 22.4415 | 85300 | 0.0003 | - | | 22.4546 | 85350 | 0.0002 | - | | 22.4678 | 85400 | 0.0002 | - | | 22.4809 | 85450 | 0.0 | - | | 22.4941 | 85500 | 0.0 | - | | 22.5072 | 85550 | 0.0 | - | | 22.5204 | 85600 | 0.0 | - | | 22.5335 | 85650 | 0.0 | - | | 22.5467 | 85700 | 0.0002 | - | | 22.5599 | 85750 | 0.0 | - | | 22.5730 | 85800 | 0.0002 | - | | 22.5862 | 85850 | 0.0003 | - | | 22.5993 | 85900 | 0.0 | - | | 22.6125 | 85950 | 0.0002 | - | | 22.6256 | 86000 | 0.0 | - | | 22.6388 | 86050 | 0.0001 | - | | 22.6519 | 86100 | 0.0001 | - | | 22.6651 | 86150 | 0.0001 | - | | 22.6782 | 86200 | 0.0 | - | | 22.6914 | 86250 | 0.0 | - | | 22.7046 | 86300 | 0.0 | - | | 22.7177 | 86350 | 0.0 | - | | 22.7309 | 86400 | 0.0 | - | | 22.7440 | 86450 | 0.0001 | - | | 22.7572 | 86500 | 0.0 | - | | 22.7703 | 86550 | 0.0001 | - | | 22.7835 | 86600 | 0.0 | - | | 22.7966 | 86650 | 0.0001 | - | | 22.8098 | 86700 | 0.0 | - | | 22.8229 | 86750 | 0.0 | - | | 22.8361 | 86800 | 0.0 | - | | 22.8493 | 86850 | 0.0 | - | | 22.8624 | 86900 | 0.0 | - | | 22.8756 | 86950 | 0.0 | - | | 22.8887 | 87000 | 0.0 | - | | 22.9019 | 87050 | 0.0001 | - | | 22.9150 | 87100 | 0.0 | - | | 22.9282 | 87150 | 0.0 | - | | 22.9413 | 87200 | 0.0001 | - | | 22.9545 | 87250 | 0.0003 | - | | 22.9676 | 87300 | 0.0 | - | | 22.9808 | 87350 | 0.0001 | - | | 22.9939 | 87400 | 0.0003 | - | | 23.0071 | 87450 | 0.0002 | - | | 23.0203 | 87500 | 0.0002 | - | | 23.0334 | 87550 | 0.0004 | - | | 23.0466 | 87600 | 0.0 | - | | 23.0597 | 87650 | 0.0002 | - | | 23.0729 | 87700 | 0.0001 | - | | 23.0860 | 87750 | 0.0002 | - | | 23.0992 | 87800 | 0.0 | - | | 23.1123 | 87850 | 0.0 | - | | 23.1255 | 87900 | 0.0 | - | | 23.1386 | 87950 | 0.0002 | - | | 23.1518 | 88000 | 0.0002 | - | | 23.1650 | 88050 | 0.0 | - | | 23.1781 | 88100 | 0.0001 | - | | 23.1913 | 88150 | 0.0002 | - | | 23.2044 | 88200 | 0.0 | - | | 23.2176 | 88250 | 0.0002 | - | | 23.2307 | 88300 | 0.0007 | - | | 23.2439 | 88350 | 0.0 | - | | 23.2570 | 88400 | 0.0003 | - | | 23.2702 | 88450 | 0.0002 | - | | 23.2833 | 88500 | 0.0002 | - | | 23.2965 | 88550 | 0.0001 | - | | 23.3097 | 88600 | 0.0 | - | | 23.3228 | 88650 | 0.0001 | - | | 23.3360 | 88700 | 0.0 | - | | 23.3491 | 88750 | 0.0 | - | | 23.3623 | 88800 | 0.0001 | - | | 23.3754 | 88850 | 0.0001 | - | | 23.3886 | 88900 | 0.0001 | - | | 23.4017 | 88950 | 0.0 | - | | 23.4149 | 89000 | 0.0 | - | | 23.4280 | 89050 | 0.0 | - | | 23.4412 | 89100 | 0.0 | - | | 23.4544 | 89150 | 0.0001 | - | | 23.4675 | 89200 | 0.0 | - | | 23.4807 | 89250 | 0.0001 | - | | 23.4938 | 89300 | 0.0 | - | | 23.5070 | 89350 | 0.0 | - | | 23.5201 | 89400 | 0.0 | - | | 23.5333 | 89450 | 0.0 | - | | 23.5464 | 89500 | 0.0 | - | | 23.5596 | 89550 | 0.0 | - | | 23.5727 | 89600 | 0.0 | - | | 23.5859 | 89650 | 0.0 | - | | 23.5991 | 89700 | 0.0 | - | | 23.6122 | 89750 | 0.0 | - | | 23.6254 | 89800 | 0.0 | - | | 23.6385 | 89850 | 0.0 | - | | 23.6517 | 89900 | 0.0 | - | | 23.6648 | 89950 | 0.0 | - | | 23.6780 | 90000 | 0.0 | - | | 23.6911 | 90050 | 0.0 | - | | 23.7043 | 90100 | 0.0 | - | | 23.7174 | 90150 | 0.0 | - | | 23.7306 | 90200 | 0.0002 | - | | 23.7438 | 90250 | 0.0 | - | | 23.7569 | 90300 | 0.0001 | - | | 23.7701 | 90350 | 0.0 | - | | 23.7832 | 90400 | 0.0 | - | | 23.7964 | 90450 | 0.0 | - | | 23.8095 | 90500 | 0.0 | - | | 23.8227 | 90550 | 0.0 | - | | 23.8358 | 90600 | 0.0 | - | | 23.8490 | 90650 | 0.0001 | - | | 23.8621 | 90700 | 0.0 | - | | 23.8753 | 90750 | 0.0 | - | | 23.8885 | 90800 | 0.0 | - | | 23.9016 | 90850 | 0.0 | - | | 23.9148 | 90900 | 0.0 | - | | 23.9279 | 90950 | 0.0001 | - | | 23.9411 | 91000 | 0.0002 | - | | 23.9542 | 91050 | 0.0 | - | | 23.9674 | 91100 | 0.0 | - | | 23.9805 | 91150 | 0.0 | - | | 23.9937 | 91200 | 0.0 | - | | 24.0068 | 91250 | 0.0 | - | | 24.0200 | 91300 | 0.0 | - | | 24.0331 | 91350 | 0.0001 | - | | 24.0463 | 91400 | 0.0 | - | | 24.0595 | 91450 | 0.0 | - | | 24.0726 | 91500 | 0.0 | - | | 24.0858 | 91550 | 0.0 | - | | 24.0989 | 91600 | 0.0 | - | | 24.1121 | 91650 | 0.0 | - | | 24.1252 | 91700 | 0.0 | - | | 24.1384 | 91750 | 0.0001 | - | | 24.1515 | 91800 | 0.0 | - | | 24.1647 | 91850 | 0.0 | - | | 24.1778 | 91900 | 0.0 | - | | 24.1910 | 91950 | 0.0 | - | | 24.2042 | 92000 | 0.0001 | - | | 24.2173 | 92050 | 0.0 | - | | 24.2305 | 92100 | 0.0 | - | | 24.2436 | 92150 | 0.0 | - | | 24.2568 | 92200 | 0.0 | - | | 24.2699 | 92250 | 0.0 | - | | 24.2831 | 92300 | 0.0 | - | | 24.2962 | 92350 | 0.0 | - | | 24.3094 | 92400 | 0.0 | - | | 24.3225 | 92450 | 0.0001 | - | | 24.3357 | 92500 | 0.0 | - | | 24.3489 | 92550 | 0.0 | - | | 24.3620 | 92600 | 0.0 | - | | 24.3752 | 92650 | 0.0 | - | | 24.3883 | 92700 | 0.0 | - | | 24.4015 | 92750 | 0.0 | - | | 24.4146 | 92800 | 0.0 | - | | 24.4278 | 92850 | 0.0 | - | | 24.4409 | 92900 | 0.0 | - | | 24.4541 | 92950 | 0.0 | - | | 24.4672 | 93000 | 0.0 | - | | 24.4804 | 93050 | 0.0 | - | | 24.4936 | 93100 | 0.0 | - | | 24.5067 | 93150 | 0.0 | - | | 24.5199 | 93200 | 0.0 | - | | 24.5330 | 93250 | 0.0 | - | | 24.5462 | 93300 | 0.0 | - | | 24.5593 | 93350 | 0.0 | - | | 24.5725 | 93400 | 0.0 | - | | 24.5856 | 93450 | 0.0 | - | | 24.5988 | 93500 | 0.0001 | - | | 24.6119 | 93550 | 0.0 | - | | 24.6251 | 93600 | 0.0 | - | | 24.6383 | 93650 | 0.0 | - | | 24.6514 | 93700 | 0.0 | - | | 24.6646 | 93750 | 0.0 | - | | 24.6777 | 93800 | 0.0 | - | | 24.6909 | 93850 | 0.0 | - | | 24.7040 | 93900 | 0.0 | - | | 24.7172 | 93950 | 0.0 | - | | 24.7303 | 94000 | 0.0 | - | | 24.7435 | 94050 | 0.0 | - | | 24.7566 | 94100 | 0.0 | - | | 24.7698 | 94150 | 0.0001 | - | | 24.7830 | 94200 | 0.0 | - | | 24.7961 | 94250 | 0.0 | - | | 24.8093 | 94300 | 0.0 | - | | 24.8224 | 94350 | 0.0001 | - | | 24.8356 | 94400 | 0.0 | - | | 24.8487 | 94450 | 0.0 | - | | 24.8619 | 94500 | 0.0 | - | | 24.8750 | 94550 | 0.0 | - | | 24.8882 | 94600 | 0.0 | - | | 24.9013 | 94650 | 0.0 | - | | 24.9145 | 94700 | 0.0001 | - | | 24.9277 | 94750 | 0.0 | - | | 24.9408 | 94800 | 0.0 | - | | 24.9540 | 94850 | 0.0 | - | | 24.9671 | 94900 | 0.0001 | - | | 24.9803 | 94950 | 0.0 | - | | 24.9934 | 95000 | 0.0 | - | | 25.0066 | 95050 | 0.0 | - | | 25.0197 | 95100 | 0.0 | - | | 25.0329 | 95150 | 0.0001 | - | | 25.0460 | 95200 | 0.0 | - | | 25.0592 | 95250 | 0.0 | - | | 25.0723 | 95300 | 0.0 | - | | 25.0855 | 95350 | 0.0 | - | | 25.0987 | 95400 | 0.0 | - | | 25.1118 | 95450 | 0.0001 | - | | 25.1250 | 95500 | 0.0 | - | | 25.1381 | 95550 | 0.0 | - | | 25.1513 | 95600 | 0.0 | - | | 25.1644 | 95650 | 0.0 | - | | 25.1776 | 95700 | 0.0 | - | | 25.1907 | 95750 | 0.0 | - | | 25.2039 | 95800 | 0.0001 | - | | 25.2170 | 95850 | 0.0 | - | | 25.2302 | 95900 | 0.0 | - | | 25.2434 | 95950 | 0.0 | - | | 25.2565 | 96000 | 0.0 | - | | 25.2697 | 96050 | 0.0 | - | | 25.2828 | 96100 | 0.0001 | - | | 25.2960 | 96150 | 0.0001 | - | | 25.3091 | 96200 | 0.0 | - | | 25.3223 | 96250 | 0.0 | - | | 25.3354 | 96300 | 0.0 | - | | 25.3486 | 96350 | 0.0 | - | | 25.3617 | 96400 | 0.0 | - | | 25.3749 | 96450 | 0.0 | - | | 25.3881 | 96500 | 0.0 | - | | 25.4012 | 96550 | 0.0 | - | | 25.4144 | 96600 | 0.0 | - | | 25.4275 | 96650 | 0.0 | - | | 25.4407 | 96700 | 0.0 | - | | 25.4538 | 96750 | 0.0 | - | | 25.4670 | 96800 | 0.0 | - | | 25.4801 | 96850 | 0.0 | - | | 25.4933 | 96900 | 0.0 | - | | 25.5064 | 96950 | 0.0 | - | | 25.5196 | 97000 | 0.0 | - | | 25.5328 | 97050 | 0.0 | - | | 25.5459 | 97100 | 0.0 | - | | 25.5591 | 97150 | 0.0 | - | | 25.5722 | 97200 | 0.0001 | - | | 25.5854 | 97250 | 0.0 | - | | 25.5985 | 97300 | 0.0 | - | | 25.6117 | 97350 | 0.0 | - | | 25.6248 | 97400 | 0.0 | - | | 25.6380 | 97450 | 0.0 | - | | 25.6511 | 97500 | 0.0 | - | | 25.6643 | 97550 | 0.0 | - | | 25.6775 | 97600 | 0.0 | - | | 25.6906 | 97650 | 0.0 | - | | 25.7038 | 97700 | 0.0 | - | | 25.7169 | 97750 | 0.0 | - | | 25.7301 | 97800 | 0.0 | - | | 25.7432 | 97850 | 0.0 | - | | 25.7564 | 97900 | 0.0 | - | | 25.7695 | 97950 | 0.0 | - | | 25.7827 | 98000 | 0.0 | - | | 25.7958 | 98050 | 0.0 | - | | 25.8090 | 98100 | 0.0 | - | | 25.8222 | 98150 | 0.0001 | - | | 25.8353 | 98200 | 0.0 | - | | 25.8485 | 98250 | 0.0 | - | | 25.8616 | 98300 | 0.0 | - | | 25.8748 | 98350 | 0.0 | - | | 25.8879 | 98400 | 0.0 | - | | 25.9011 | 98450 | 0.0 | - | | 25.9142 | 98500 | 0.0 | - | | 25.9274 | 98550 | 0.0 | - | | 25.9405 | 98600 | 0.0 | - | | 25.9537 | 98650 | 0.0 | - | | 25.9669 | 98700 | 0.0 | - | | 25.9800 | 98750 | 0.0 | - | | 25.9932 | 98800 | 0.0 | - | | 26.0063 | 98850 | 0.0 | - | | 26.0195 | 98900 | 0.0 | - | | 26.0326 | 98950 | 0.0 | - | | 26.0458 | 99000 | 0.0 | - | | 26.0589 | 99050 | 0.0 | - | | 26.0721 | 99100 | 0.0 | - | | 26.0852 | 99150 | 0.0 | - | | 26.0984 | 99200 | 0.0 | - | | 26.1115 | 99250 | 0.0 | - | | 26.1247 | 99300 | 0.0 | - | | 26.1379 | 99350 | 0.0001 | - | | 26.1510 | 99400 | 0.0 | - | | 26.1642 | 99450 | 0.0 | - | | 26.1773 | 99500 | 0.0 | - | | 26.1905 | 99550 | 0.0 | - | | 26.2036 | 99600 | 0.0 | - | | 26.2168 | 99650 | 0.0 | - | | 26.2299 | 99700 | 0.0 | - | | 26.2431 | 99750 | 0.0 | - | | 26.2562 | 99800 | 0.0 | - | | 26.2694 | 99850 | 0.0 | - | | 26.2826 | 99900 | 0.0 | - | | 26.2957 | 99950 | 0.0 | - | | 26.3089 | 100000 | 0.0 | - | | 26.3220 | 100050 | 0.0 | - | | 26.3352 | 100100 | 0.0 | - | | 26.3483 | 100150 | 0.0001 | - | | 26.3615 | 100200 | 0.0001 | - | | 26.3746 | 100250 | 0.0 | - | | 26.3878 | 100300 | 0.0 | - | | 26.4009 | 100350 | 0.0 | - | | 26.4141 | 100400 | 0.0 | - | | 26.4273 | 100450 | 0.0 | - | | 26.4404 | 100500 | 0.0 | - | | 26.4536 | 100550 | 0.0001 | - | | 26.4667 | 100600 | 0.0 | - | | 26.4799 | 100650 | 0.0 | - | | 26.4930 | 100700 | 0.0 | - | | 26.5062 | 100750 | 0.0 | - | | 26.5193 | 100800 | 0.0 | - | | 26.5325 | 100850 | 0.0001 | - | | 26.5456 | 100900 | 0.0 | - | | 26.5588 | 100950 | 0.0 | - | | 26.5720 | 101000 | 0.0 | - | | 26.5851 | 101050 | 0.0 | - | | 26.5983 | 101100 | 0.0 | - | | 26.6114 | 101150 | 0.0 | - | | 26.6246 | 101200 | 0.0 | - | | 26.6377 | 101250 | 0.0 | - | | 26.6509 | 101300 | 0.0 | - | | 26.6640 | 101350 | 0.0 | - | | 26.6772 | 101400 | 0.0 | - | | 26.6903 | 101450 | 0.0 | - | | 26.7035 | 101500 | 0.0 | - | | 26.7167 | 101550 | 0.0 | - | | 26.7298 | 101600 | 0.0 | - | | 26.7430 | 101650 | 0.0 | - | | 26.7561 | 101700 | 0.0 | - | | 26.7693 | 101750 | 0.0 | - | | 26.7824 | 101800 | 0.0 | - | | 26.7956 | 101850 | 0.0 | - | | 26.8087 | 101900 | 0.0001 | - | | 26.8219 | 101950 | 0.0 | - | | 26.8350 | 102000 | 0.0 | - | | 26.8482 | 102050 | 0.0 | - | | 26.8614 | 102100 | 0.0 | - | | 26.8745 | 102150 | 0.0 | - | | 26.8877 | 102200 | 0.0 | - | | 26.9008 | 102250 | 0.0 | - | | 26.9140 | 102300 | 0.0 | - | | 26.9271 | 102350 | 0.0 | - | | 26.9403 | 102400 | 0.0001 | - | | 26.9534 | 102450 | 0.0 | - | | 26.9666 | 102500 | 0.0 | - | | 26.9797 | 102550 | 0.0001 | - | | 26.9929 | 102600 | 0.0 | - | | 27.0061 | 102650 | 0.0 | - | | 27.0192 | 102700 | 0.0 | - | | 27.0324 | 102750 | 0.0 | - | | 27.0455 | 102800 | 0.0 | - | | 27.0587 | 102850 | 0.0 | - | | 27.0718 | 102900 | 0.0 | - | | 27.0850 | 102950 | 0.0 | - | | 27.0981 | 103000 | 0.0 | - | | 27.1113 | 103050 | 0.0 | - | | 27.1244 | 103100 | 0.0 | - | | 27.1376 | 103150 | 0.0 | - | | 27.1507 | 103200 | 0.0 | - | | 27.1639 | 103250 | 0.0001 | - | | 27.1771 | 103300 | 0.0 | - | | 27.1902 | 103350 | 0.0 | - | | 27.2034 | 103400 | 0.0 | - | | 27.2165 | 103450 | 0.0 | - | | 27.2297 | 103500 | 0.0 | - | | 27.2428 | 103550 | 0.0 | - | | 27.2560 | 103600 | 0.0 | - | | 27.2691 | 103650 | 0.0 | - | | 27.2823 | 103700 | 0.0 | - | | 27.2954 | 103750 | 0.0 | - | | 27.3086 | 103800 | 0.0 | - | | 27.3218 | 103850 | 0.0 | - | | 27.3349 | 103900 | 0.0001 | - | | 27.3481 | 103950 | 0.0001 | - | | 27.3612 | 104000 | 0.0 | - | | 27.3744 | 104050 | 0.0 | - | | 27.3875 | 104100 | 0.0 | - | | 27.4007 | 104150 | 0.0 | - | | 27.4138 | 104200 | 0.0 | - | | 27.4270 | 104250 | 0.0 | - | | 27.4401 | 104300 | 0.0 | - | | 27.4533 | 104350 | 0.0 | - | | 27.4665 | 104400 | 0.0 | - | | 27.4796 | 104450 | 0.0 | - | | 27.4928 | 104500 | 0.0 | - | | 27.5059 | 104550 | 0.0 | - | | 27.5191 | 104600 | 0.0 | - | | 27.5322 | 104650 | 0.0 | - | | 27.5454 | 104700 | 0.0 | - | | 27.5585 | 104750 | 0.0 | - | | 27.5717 | 104800 | 0.0 | - | | 27.5848 | 104850 | 0.0 | - | | 27.5980 | 104900 | 0.0 | - | | 27.6112 | 104950 | 0.0 | - | | 27.6243 | 105000 | 0.0 | - | | 27.6375 | 105050 | 0.0 | - | | 27.6506 | 105100 | 0.0001 | - | | 27.6638 | 105150 | 0.0 | - | | 27.6769 | 105200 | 0.0 | - | | 27.6901 | 105250 | 0.0 | - | | 27.7032 | 105300 | 0.0 | - | | 27.7164 | 105350 | 0.0 | - | | 27.7295 | 105400 | 0.0 | - | | 27.7427 | 105450 | 0.0 | - | | 27.7559 | 105500 | 0.0 | - | | 27.7690 | 105550 | 0.0 | - | | 27.7822 | 105600 | 0.0 | - | | 27.7953 | 105650 | 0.0 | - | | 27.8085 | 105700 | 0.0 | - | | 27.8216 | 105750 | 0.0 | - | | 27.8348 | 105800 | 0.0 | - | | 27.8479 | 105850 | 0.0 | - | | 27.8611 | 105900 | 0.0 | - | | 27.8742 | 105950 | 0.0 | - | | 27.8874 | 106000 | 0.0001 | - | | 27.9006 | 106050 | 0.0001 | - | | 27.9137 | 106100 | 0.0 | - | | 27.9269 | 106150 | 0.0 | - | | 27.9400 | 106200 | 0.0 | - | | 27.9532 | 106250 | 0.0 | - | | 27.9663 | 106300 | 0.0 | - | | 27.9795 | 106350 | 0.0 | - | | 27.9926 | 106400 | 0.0 | - | | 28.0058 | 106450 | 0.0 | - | | 28.0189 | 106500 | 0.0 | - | | 28.0321 | 106550 | 0.0001 | - | | 28.0453 | 106600 | 0.0 | - | | 28.0584 | 106650 | 0.0 | - | | 28.0716 | 106700 | 0.0 | - | | 28.0847 | 106750 | 0.0 | - | | 28.0979 | 106800 | 0.0 | - | | 28.1110 | 106850 | 0.0 | - | | 28.1242 | 106900 | 0.0 | - | | 28.1373 | 106950 | 0.0 | - | | 28.1505 | 107000 | 0.0 | - | | 28.1636 | 107050 | 0.0 | - | | 28.1768 | 107100 | 0.0 | - | | 28.1900 | 107150 | 0.0 | - | | 28.2031 | 107200 | 0.0 | - | | 28.2163 | 107250 | 0.0001 | - | | 28.2294 | 107300 | 0.0001 | - | | 28.2426 | 107350 | 0.0 | - | | 28.2557 | 107400 | 0.0 | - | | 28.2689 | 107450 | 0.0 | - | | 28.2820 | 107500 | 0.0 | - | | 28.2952 | 107550 | 0.0 | - | | 28.3083 | 107600 | 0.0 | - | | 28.3215 | 107650 | 0.0 | - | | 28.3346 | 107700 | 0.0001 | - | | 28.3478 | 107750 | 0.0 | - | | 28.3610 | 107800 | 0.0 | - | | 28.3741 | 107850 | 0.0 | - | | 28.3873 | 107900 | 0.0 | - | | 28.4004 | 107950 | 0.0 | - | | 28.4136 | 108000 | 0.0 | - | | 28.4267 | 108050 | 0.0 | - | | 28.4399 | 108100 | 0.0 | - | | 28.4530 | 108150 | 0.0 | - | | 28.4662 | 108200 | 0.0 | - | | 28.4793 | 108250 | 0.0 | - | | 28.4925 | 108300 | 0.0 | - | | 28.5057 | 108350 | 0.0 | - | | 28.5188 | 108400 | 0.0 | - | | 28.5320 | 108450 | 0.0 | - | | 28.5451 | 108500 | 0.0 | - | | 28.5583 | 108550 | 0.0 | - | | 28.5714 | 108600 | 0.0 | - | | 28.5846 | 108650 | 0.0 | - | | 28.5977 | 108700 | 0.0 | - | | 28.6109 | 108750 | 0.0 | - | | 28.6240 | 108800 | 0.0 | - | | 28.6372 | 108850 | 0.0 | - | | 28.6504 | 108900 | 0.0 | - | | 28.6635 | 108950 | 0.0 | - | | 28.6767 | 109000 | 0.0 | - | | 28.6898 | 109050 | 0.0 | - | | 28.7030 | 109100 | 0.0 | - | | 28.7161 | 109150 | 0.0 | - | | 28.7293 | 109200 | 0.0 | - | | 28.7424 | 109250 | 0.0 | - | | 28.7556 | 109300 | 0.0 | - | | 28.7687 | 109350 | 0.0 | - | | 28.7819 | 109400 | 0.0 | - | | 28.7951 | 109450 | 0.0 | - | | 28.8082 | 109500 | 0.0 | - | | 28.8214 | 109550 | 0.0 | - | | 28.8345 | 109600 | 0.0 | - | | 28.8477 | 109650 | 0.0 | - | | 28.8608 | 109700 | 0.0 | - | | 28.8740 | 109750 | 0.0 | - | | 28.8871 | 109800 | 0.0 | - | | 28.9003 | 109850 | 0.0 | - | | 28.9134 | 109900 | 0.0 | - | | 28.9266 | 109950 | 0.0 | - | | 28.9398 | 110000 | 0.0 | - | | 28.9529 | 110050 | 0.0 | - | | 28.9661 | 110100 | 0.0 | - | | 28.9792 | 110150 | 0.0 | - | | 28.9924 | 110200 | 0.0 | - | | 29.0055 | 110250 | 0.0 | - | | 29.0187 | 110300 | 0.0 | - | | 29.0318 | 110350 | 0.0 | - | | 29.0450 | 110400 | 0.0 | - | | 29.0581 | 110450 | 0.0 | - | | 29.0713 | 110500 | 0.0 | - | | 29.0845 | 110550 | 0.0 | - | | 29.0976 | 110600 | 0.0 | - | | 29.1108 | 110650 | 0.0 | - | | 29.1239 | 110700 | 0.0 | - | | 29.1371 | 110750 | 0.0 | - | | 29.1502 | 110800 | 0.0 | - | | 29.1634 | 110850 | 0.0 | - | | 29.1765 | 110900 | 0.0 | - | | 29.1897 | 110950 | 0.0 | - | | 29.2028 | 111000 | 0.0 | - | | 29.2160 | 111050 | 0.0 | - | | 29.2292 | 111100 | 0.0 | - | | 29.2423 | 111150 | 0.0 | - | | 29.2555 | 111200 | 0.0 | - | | 29.2686 | 111250 | 0.0001 | - | | 29.2818 | 111300 | 0.0 | - | | 29.2949 | 111350 | 0.0 | - | | 29.3081 | 111400 | 0.0 | - | | 29.3212 | 111450 | 0.0 | - | | 29.3344 | 111500 | 0.0001 | - | | 29.3475 | 111550 | 0.0 | - | | 29.3607 | 111600 | 0.0 | - | | 29.3738 | 111650 | 0.0 | - | | 29.3870 | 111700 | 0.0 | - | | 29.4002 | 111750 | 0.0 | - | | 29.4133 | 111800 | 0.0 | - | | 29.4265 | 111850 | 0.0 | - | | 29.4396 | 111900 | 0.0 | - | | 29.4528 | 111950 | 0.0 | - | | 29.4659 | 112000 | 0.0 | - | | 29.4791 | 112050 | 0.0 | - | | 29.4922 | 112100 | 0.0 | - | | 29.5054 | 112150 | 0.0 | - | | 29.5185 | 112200 | 0.0 | - | | 29.5317 | 112250 | 0.0 | - | | 29.5449 | 112300 | 0.0 | - | | 29.5580 | 112350 | 0.0 | - | | 29.5712 | 112400 | 0.0 | - | | 29.5843 | 112450 | 0.0 | - | | 29.5975 | 112500 | 0.0 | - | | 29.6106 | 112550 | 0.0 | - | | 29.6238 | 112600 | 0.0 | - | | 29.6369 | 112650 | 0.0 | - | | 29.6501 | 112700 | 0.0 | - | | 29.6632 | 112750 | 0.0 | - | | 29.6764 | 112800 | 0.0 | - | | 29.6896 | 112850 | 0.0001 | - | | 29.7027 | 112900 | 0.0 | - | | 29.7159 | 112950 | 0.0 | - | | 29.7290 | 113000 | 0.0 | - | | 29.7422 | 113050 | 0.0 | - | | 29.7553 | 113100 | 0.0 | - | | 29.7685 | 113150 | 0.0 | - | | 29.7816 | 113200 | 0.0 | - | | 29.7948 | 113250 | 0.0 | - | | 29.8079 | 113300 | 0.0 | - | | 29.8211 | 113350 | 0.0 | - | | 29.8343 | 113400 | 0.0 | - | | 29.8474 | 113450 | 0.0 | - | | 29.8606 | 113500 | 0.0 | - | | 29.8737 | 113550 | 0.0 | - | | 29.8869 | 113600 | 0.0 | - | | 29.9000 | 113650 | 0.0 | - | | 29.9132 | 113700 | 0.0 | - | | 29.9263 | 113750 | 0.0 | - | | 29.9395 | 113800 | 0.0 | - | | 29.9526 | 113850 | 0.0 | - | | 29.9658 | 113900 | 0.0 | - | | 29.9790 | 113950 | 0.0 | - | | 29.9921 | 114000 | 0.0 | - | ### Framework Versions - Python: 3.10.12 - SetFit: 1.1.0 - Sentence Transformers: 3.3.1 - Transformers: 4.44.2 - PyTorch: 2.2.0a0+81ea7a4 - Datasets: 3.2.0 - Tokenizers: 0.19.1 ## Citation ### BibTeX ```bibtex @article{https://doi.org/10.48550/arxiv.2209.11055, doi = {10.48550/ARXIV.2209.11055}, url = {https://arxiv.org/abs/2209.11055}, author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren}, keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences}, title = {Efficient Few-Shot Learning Without Prompts}, publisher = {arXiv}, year = {2022}, copyright = {Creative Commons Attribution 4.0 International} } ```