SetFit with mini1013/master_domain
This is a SetFit model that can be used for Text Classification. This SetFit model uses mini1013/master_domain as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.
The model has been trained using an efficient few-shot learning technique that involves:
- Fine-tuning a Sentence Transformer with contrastive learning.
- Training a classification head with features from the fine-tuned Sentence Transformer.
Model Details
Model Description
- Model Type: SetFit
- Sentence Transformer body: mini1013/master_domain
- Classification head: a LogisticRegression instance
- Maximum Sequence Length: 512 tokens
- Number of Classes: 121 classes
Model Sources
- Repository: SetFit on GitHub
- Paper: Efficient Few-Shot Learning Without Prompts
- Blogpost: SetFit: Efficient Few-Shot Learning Without Prompts
Model Labels
Label | Examples |
---|---|
63 |
|
107 |
|
24 |
|
28 |
|
67 |
|
42 |
|
86 |
|
119 |
|
79 |
|
41 |
|
102 |
|
90 |
|
93 |
|
64 |
|
66 |
|
118 |
|
25 |
|
115 |
|
15 |
|
8 |
|
94 |
|
112 |
|
58 |
|
91 |
|
113 |
|
57 |
|
103 |
|
101 |
|
13 |
|
73 |
|
87 |
|
7 |
|
21 |
|
62 |
|
54 |
|
83 |
|
72 |
|
96 |
|
70 |
|
97 |
|
75 |
|
39 |
|
18 |
|
29 |
|
59 |
|
27 |
|
19 |
|
26 |
|
35 |
|
16 |
|
33 |
|
71 |
|
40 |
|
81 |
|
56 |
|
5 |
|
6 |
|
22 |
|
88 |
|
49 |
|
98 |
|
34 |
|
45 |
|
109 |
|
92 |
|
20 |
|
37 |
|
48 |
|
120 |
|
106 |
|
105 |
|
4 |
|
3 |
|
104 |
|
99 |
|
52 |
|
95 |
|
100 |
|
77 |
|
85 |
|
47 |
|
74 |
|
108 |
|
10 |
|
43 |
|
69 |
|
65 |
|
117 |
|
38 |
|
80 |
|
9 |
|
36 |
|
60 |
|
51 |
|
2 |
|
0 |
|
82 |
|
61 |
|
84 |
|
23 |
|
78 |
|
110 |
|
12 |
|
53 |
|
55 |
|
89 |
|
30 |
|
68 |
|
31 |
|
116 |
|
17 |
|
1 |
|
114 |
|
11 |
|
111 |
|
44 |
|
76 |
|
32 |
|
14 |
|
50 |
|
46 |
|
Evaluation
Metrics
Label | Accuracy |
---|---|
all | 0.8710 |
Uses
Direct Use for Inference
First install the SetFit library:
pip install setfit
Then you can load this model and run inference.
from setfit import SetFitModel
# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("mini1013/master_item_top_bt_flat")
# Run inference
preds = model("[태연픽]베네피트 WANDERful World 블러쉬 12종 택1 단델리온 홈>치크;(#M)홈>★특별 구성★ Naverstore > 화장품/미용 > 색조메이크업 > 블러셔")
Training Details
Training Set Metrics
Training set | Min | Median | Max |
---|---|---|---|
Word count | 10 | 21.7237 | 87 |
Label | Training Sample Count |
---|---|
0 | 50 |
1 | 50 |
2 | 18 |
3 | 50 |
4 | 50 |
5 | 50 |
6 | 50 |
7 | 50 |
8 | 50 |
9 | 50 |
10 | 50 |
11 | 50 |
12 | 50 |
13 | 50 |
14 | 50 |
15 | 50 |
16 | 50 |
17 | 50 |
18 | 50 |
19 | 50 |
20 | 50 |
21 | 50 |
22 | 50 |
23 | 50 |
24 | 50 |
25 | 50 |
26 | 50 |
27 | 45 |
28 | 50 |
29 | 50 |
30 | 50 |
31 | 50 |
32 | 50 |
33 | 50 |
34 | 50 |
35 | 50 |
36 | 50 |
37 | 50 |
38 | 50 |
39 | 50 |
40 | 50 |
41 | 50 |
42 | 50 |
43 | 50 |
44 | 50 |
45 | 50 |
46 | 1 |
47 | 50 |
48 | 50 |
49 | 50 |
50 | 9 |
51 | 35 |
52 | 50 |
53 | 22 |
54 | 50 |
55 | 38 |
56 | 50 |
57 | 50 |
58 | 50 |
59 | 50 |
60 | 50 |
61 | 50 |
62 | 50 |
63 | 50 |
64 | 50 |
65 | 50 |
66 | 50 |
67 | 50 |
68 | 50 |
69 | 50 |
70 | 50 |
71 | 50 |
72 | 50 |
73 | 50 |
74 | 50 |
75 | 50 |
76 | 50 |
77 | 50 |
78 | 50 |
79 | 50 |
80 | 50 |
81 | 50 |
82 | 50 |
83 | 50 |
84 | 50 |
85 | 50 |
86 | 49 |
87 | 50 |
88 | 50 |
89 | 50 |
90 | 50 |
91 | 50 |
92 | 50 |
93 | 50 |
94 | 50 |
95 | 50 |
96 | 50 |
97 | 50 |
98 | 50 |
99 | 50 |
100 | 50 |
101 | 50 |
102 | 50 |
103 | 50 |
104 | 50 |
105 | 50 |
106 | 50 |
107 | 50 |
108 | 50 |
109 | 50 |
110 | 50 |
111 | 50 |
112 | 50 |
113 | 50 |
114 | 50 |
115 | 50 |
116 | 50 |
117 | 50 |
118 | 50 |
119 | 50 |
120 | 50 |
Training Hyperparameters
- batch_size: (64, 64)
- num_epochs: (30, 30)
- max_steps: -1
- sampling_strategy: oversampling
- num_iterations: 100
- 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 |
---|---|---|---|
0.0001 | 1 | 0.3193 | - |
0.0055 | 50 | 0.3456 | - |
0.0109 | 100 | 0.3538 | - |
0.0164 | 150 | 0.3426 | - |
0.0218 | 200 | 0.3324 | - |
0.0273 | 250 | 0.3407 | - |
0.0327 | 300 | 0.3357 | - |
0.0382 | 350 | 0.3441 | - |
0.0436 | 400 | 0.3435 | - |
0.0491 | 450 | 0.3418 | - |
0.0545 | 500 | 0.3407 | - |
0.0600 | 550 | 0.3252 | - |
0.0654 | 600 | 0.3238 | - |
0.0709 | 650 | 0.3389 | - |
0.0764 | 700 | 0.3318 | - |
0.0818 | 750 | 0.325 | - |
0.0873 | 800 | 0.3228 | - |
0.0927 | 850 | 0.3192 | - |
0.0982 | 900 | 0.3114 | - |
0.1036 | 950 | 0.3189 | - |
0.1091 | 1000 | 0.3097 | - |
0.1145 | 1050 | 0.3074 | - |
0.1200 | 1100 | 0.3019 | - |
0.1254 | 1150 | 0.3036 | - |
0.1309 | 1200 | 0.2904 | - |
0.1363 | 1250 | 0.2874 | - |
0.1418 | 1300 | 0.2757 | - |
0.1473 | 1350 | 0.2668 | - |
0.1527 | 1400 | 0.2514 | - |
0.1582 | 1450 | 0.2278 | - |
0.1636 | 1500 | 0.2103 | - |
0.1691 | 1550 | 0.1875 | - |
0.1745 | 1600 | 0.1741 | - |
0.1800 | 1650 | 0.163 | - |
0.1854 | 1700 | 0.1544 | - |
0.1909 | 1750 | 0.1503 | - |
0.1963 | 1800 | 0.1396 | - |
0.2018 | 1850 | 0.1369 | - |
0.2072 | 1900 | 0.1346 | - |
0.2127 | 1950 | 0.1352 | - |
0.2182 | 2000 | 0.127 | - |
0.2236 | 2050 | 0.1285 | - |
0.2291 | 2100 | 0.1243 | - |
0.2345 | 2150 | 0.1199 | - |
0.2400 | 2200 | 0.1166 | - |
0.2454 | 2250 | 0.115 | - |
0.2509 | 2300 | 0.1161 | - |
0.2563 | 2350 | 0.1116 | - |
0.2618 | 2400 | 0.1111 | - |
0.2672 | 2450 | 0.1086 | - |
0.2727 | 2500 | 0.1034 | - |
0.2781 | 2550 | 0.1039 | - |
0.2836 | 2600 | 0.1012 | - |
0.2890 | 2650 | 0.102 | - |
0.2945 | 2700 | 0.1012 | - |
0.3000 | 2750 | 0.1007 | - |
0.3054 | 2800 | 0.1004 | - |
0.3109 | 2850 | 0.095 | - |
0.3163 | 2900 | 0.1001 | - |
0.3218 | 2950 | 0.094 | - |
0.3272 | 3000 | 0.0925 | - |
0.3327 | 3050 | 0.0913 | - |
0.3381 | 3100 | 0.0927 | - |
0.3436 | 3150 | 0.0918 | - |
0.3490 | 3200 | 0.0876 | - |
0.3545 | 3250 | 0.086 | - |
0.3599 | 3300 | 0.089 | - |
0.3654 | 3350 | 0.0869 | - |
0.3709 | 3400 | 0.0813 | - |
0.3763 | 3450 | 0.0813 | - |
0.3818 | 3500 | 0.0812 | - |
0.3872 | 3550 | 0.0843 | - |
0.3927 | 3600 | 0.0811 | - |
0.3981 | 3650 | 0.0788 | - |
0.4036 | 3700 | 0.0754 | - |
0.4090 | 3750 | 0.0747 | - |
0.4145 | 3800 | 0.0732 | - |
0.4199 | 3850 | 0.0714 | - |
0.4254 | 3900 | 0.0721 | - |
0.4308 | 3950 | 0.0709 | - |
0.4363 | 4000 | 0.07 | - |
0.4418 | 4050 | 0.0717 | - |
0.4472 | 4100 | 0.0684 | - |
0.4527 | 4150 | 0.0661 | - |
0.4581 | 4200 | 0.0675 | - |
0.4636 | 4250 | 0.0633 | - |
0.4690 | 4300 | 0.0635 | - |
0.4745 | 4350 | 0.0625 | - |
0.4799 | 4400 | 0.0648 | - |
0.4854 | 4450 | 0.0585 | - |
0.4908 | 4500 | 0.0602 | - |
0.4963 | 4550 | 0.0602 | - |
0.5017 | 4600 | 0.059 | - |
0.5072 | 4650 | 0.0558 | - |
0.5127 | 4700 | 0.0533 | - |
0.5181 | 4750 | 0.0547 | - |
0.5236 | 4800 | 0.053 | - |
0.5290 | 4850 | 0.0533 | - |
0.5345 | 4900 | 0.0523 | - |
0.5399 | 4950 | 0.0527 | - |
0.5454 | 5000 | 0.0511 | - |
0.5508 | 5050 | 0.0519 | - |
0.5563 | 5100 | 0.0472 | - |
0.5617 | 5150 | 0.048 | - |
0.5672 | 5200 | 0.0487 | - |
0.5726 | 5250 | 0.0474 | - |
0.5781 | 5300 | 0.0472 | - |
0.5836 | 5350 | 0.0457 | - |
0.5890 | 5400 | 0.0467 | - |
0.5945 | 5450 | 0.0416 | - |
0.5999 | 5500 | 0.0416 | - |
0.6054 | 5550 | 0.0419 | - |
0.6108 | 5600 | 0.042 | - |
0.6163 | 5650 | 0.0437 | - |
0.6217 | 5700 | 0.0415 | - |
0.6272 | 5750 | 0.0393 | - |
0.6326 | 5800 | 0.0391 | - |
0.6381 | 5850 | 0.0374 | - |
0.6435 | 5900 | 0.0356 | - |
0.6490 | 5950 | 0.0357 | - |
0.6545 | 6000 | 0.037 | - |
0.6599 | 6050 | 0.0351 | - |
0.6654 | 6100 | 0.0362 | - |
0.6708 | 6150 | 0.0332 | - |
0.6763 | 6200 | 0.0327 | - |
0.6817 | 6250 | 0.0332 | - |
0.6872 | 6300 | 0.0339 | - |
0.6926 | 6350 | 0.0307 | - |
0.6981 | 6400 | 0.0309 | - |
0.7035 | 6450 | 0.0295 | - |
0.7090 | 6500 | 0.0271 | - |
0.7144 | 6550 | 0.0275 | - |
0.7199 | 6600 | 0.029 | - |
0.7253 | 6650 | 0.0276 | - |
0.7308 | 6700 | 0.0265 | - |
0.7363 | 6750 | 0.0278 | - |
0.7417 | 6800 | 0.0261 | - |
0.7472 | 6850 | 0.0271 | - |
0.7526 | 6900 | 0.0239 | - |
0.7581 | 6950 | 0.0241 | - |
0.7635 | 7000 | 0.0256 | - |
0.7690 | 7050 | 0.0252 | - |
0.7744 | 7100 | 0.024 | - |
0.7799 | 7150 | 0.0251 | - |
0.7853 | 7200 | 0.023 | - |
0.7908 | 7250 | 0.023 | - |
0.7962 | 7300 | 0.0223 | - |
0.8017 | 7350 | 0.021 | - |
0.8072 | 7400 | 0.022 | - |
0.8126 | 7450 | 0.0202 | - |
0.8181 | 7500 | 0.0218 | - |
0.8235 | 7550 | 0.0217 | - |
0.8290 | 7600 | 0.0199 | - |
0.8344 | 7650 | 0.0188 | - |
0.8399 | 7700 | 0.0165 | - |
0.8453 | 7750 | 0.0175 | - |
0.8508 | 7800 | 0.0186 | - |
0.8562 | 7850 | 0.0184 | - |
0.8617 | 7900 | 0.0195 | - |
0.8671 | 7950 | 0.0178 | - |
0.8726 | 8000 | 0.0152 | - |
0.8781 | 8050 | 0.0173 | - |
0.8835 | 8100 | 0.0158 | - |
0.8890 | 8150 | 0.0182 | - |
0.8944 | 8200 | 0.0158 | - |
0.8999 | 8250 | 0.0158 | - |
0.9053 | 8300 | 0.0178 | - |
0.9108 | 8350 | 0.0139 | - |
0.9162 | 8400 | 0.0149 | - |
0.9217 | 8450 | 0.0146 | - |
0.9271 | 8500 | 0.0157 | - |
0.9326 | 8550 | 0.0125 | - |
0.9380 | 8600 | 0.0137 | - |
0.9435 | 8650 | 0.0147 | - |
0.9490 | 8700 | 0.0133 | - |
0.9544 | 8750 | 0.0131 | - |
0.9599 | 8800 | 0.0118 | - |
0.9653 | 8850 | 0.0126 | - |
0.9708 | 8900 | 0.0123 | - |
0.9762 | 8950 | 0.0121 | - |
0.9817 | 9000 | 0.0117 | - |
0.9871 | 9050 | 0.0116 | - |
0.9926 | 9100 | 0.0131 | - |
0.9980 | 9150 | 0.0109 | - |
1.0035 | 9200 | 0.0114 | - |
1.0089 | 9250 | 0.0117 | - |
1.0144 | 9300 | 0.0104 | - |
1.0199 | 9350 | 0.0112 | - |
1.0253 | 9400 | 0.0128 | - |
1.0308 | 9450 | 0.0105 | - |
1.0362 | 9500 | 0.0126 | - |
1.0417 | 9550 | 0.0125 | - |
1.0471 | 9600 | 0.0118 | - |
1.0526 | 9650 | 0.0104 | - |
1.0580 | 9700 | 0.0114 | - |
1.0635 | 9750 | 0.0128 | - |
1.0689 | 9800 | 0.0109 | - |
1.0744 | 9850 | 0.0109 | - |
1.0798 | 9900 | 0.0094 | - |
1.0853 | 9950 | 0.0104 | - |
1.0908 | 10000 | 0.013 | - |
1.0962 | 10050 | 0.0097 | - |
1.1017 | 10100 | 0.0121 | - |
1.1071 | 10150 | 0.0096 | - |
1.1126 | 10200 | 0.0129 | - |
1.1180 | 10250 | 0.0102 | - |
1.1235 | 10300 | 0.0097 | - |
1.1289 | 10350 | 0.0104 | - |
1.1344 | 10400 | 0.0103 | - |
1.1398 | 10450 | 0.0089 | - |
1.1453 | 10500 | 0.0109 | - |
1.1507 | 10550 | 0.0102 | - |
1.1562 | 10600 | 0.008 | - |
1.1616 | 10650 | 0.0102 | - |
1.1671 | 10700 | 0.0097 | - |
1.1726 | 10750 | 0.0104 | - |
1.1780 | 10800 | 0.0089 | - |
1.1835 | 10850 | 0.012 | - |
1.1889 | 10900 | 0.0091 | - |
1.1944 | 10950 | 0.009 | - |
1.1998 | 11000 | 0.0073 | - |
1.2053 | 11050 | 0.0109 | - |
1.2107 | 11100 | 0.0091 | - |
1.2162 | 11150 | 0.0081 | - |
1.2216 | 11200 | 0.0091 | - |
1.2271 | 11250 | 0.0082 | - |
1.2325 | 11300 | 0.0091 | - |
1.2380 | 11350 | 0.0096 | - |
1.2435 | 11400 | 0.0096 | - |
1.2489 | 11450 | 0.0087 | - |
1.2544 | 11500 | 0.0093 | - |
1.2598 | 11550 | 0.0086 | - |
1.2653 | 11600 | 0.0108 | - |
1.2707 | 11650 | 0.0094 | - |
1.2762 | 11700 | 0.0083 | - |
1.2816 | 11750 | 0.0093 | - |
1.2871 | 11800 | 0.0087 | - |
1.2925 | 11850 | 0.0092 | - |
1.2980 | 11900 | 0.0086 | - |
1.3034 | 11950 | 0.0081 | - |
1.3089 | 12000 | 0.0072 | - |
1.3144 | 12050 | 0.0097 | - |
1.3198 | 12100 | 0.0091 | - |
1.3253 | 12150 | 0.0074 | - |
1.3307 | 12200 | 0.0088 | - |
1.3362 | 12250 | 0.0098 | - |
1.3416 | 12300 | 0.0082 | - |
1.3471 | 12350 | 0.0068 | - |
1.3525 | 12400 | 0.0075 | - |
1.3580 | 12450 | 0.0078 | - |
1.3634 | 12500 | 0.0081 | - |
1.3689 | 12550 | 0.0088 | - |
1.3743 | 12600 | 0.0085 | - |
1.3798 | 12650 | 0.0073 | - |
1.3853 | 12700 | 0.0073 | - |
1.3907 | 12750 | 0.0066 | - |
1.3962 | 12800 | 0.0094 | - |
1.4016 | 12850 | 0.0073 | - |
1.4071 | 12900 | 0.0068 | - |
1.4125 | 12950 | 0.0094 | - |
1.4180 | 13000 | 0.009 | - |
1.4234 | 13050 | 0.0075 | - |
1.4289 | 13100 | 0.0078 | - |
1.4343 | 13150 | 0.0058 | - |
1.4398 | 13200 | 0.0079 | - |
1.4452 | 13250 | 0.0071 | - |
1.4507 | 13300 | 0.0068 | - |
1.4562 | 13350 | 0.0059 | - |
1.4616 | 13400 | 0.0082 | - |
1.4671 | 13450 | 0.0074 | - |
1.4725 | 13500 | 0.007 | - |
1.4780 | 13550 | 0.0078 | - |
1.4834 | 13600 | 0.0065 | - |
1.4889 | 13650 | 0.0076 | - |
1.4943 | 13700 | 0.0081 | - |
1.4998 | 13750 | 0.0067 | - |
1.5052 | 13800 | 0.0069 | - |
1.5107 | 13850 | 0.005 | - |
1.5161 | 13900 | 0.0056 | - |
1.5216 | 13950 | 0.0068 | - |
1.5271 | 14000 | 0.0067 | - |
1.5325 | 14050 | 0.006 | - |
1.5380 | 14100 | 0.0061 | - |
1.5434 | 14150 | 0.0045 | - |
1.5489 | 14200 | 0.0069 | - |
1.5543 | 14250 | 0.0057 | - |
1.5598 | 14300 | 0.0058 | - |
1.5652 | 14350 | 0.0062 | - |
1.5707 | 14400 | 0.0051 | - |
1.5761 | 14450 | 0.0048 | - |
1.5816 | 14500 | 0.0042 | - |
1.5870 | 14550 | 0.0045 | - |
1.5925 | 14600 | 0.0052 | - |
1.5979 | 14650 | 0.0055 | - |
1.6034 | 14700 | 0.0046 | - |
1.6089 | 14750 | 0.006 | - |
1.6143 | 14800 | 0.0058 | - |
1.6198 | 14850 | 0.0059 | - |
1.6252 | 14900 | 0.0054 | - |
1.6307 | 14950 | 0.0047 | - |
1.6361 | 15000 | 0.0043 | - |
1.6416 | 15050 | 0.0059 | - |
1.6470 | 15100 | 0.005 | - |
1.6525 | 15150 | 0.0051 | - |
1.6579 | 15200 | 0.0051 | - |
1.6634 | 15250 | 0.0052 | - |
1.6688 | 15300 | 0.0037 | - |
1.6743 | 15350 | 0.0067 | - |
1.6798 | 15400 | 0.0049 | - |
1.6852 | 15450 | 0.0046 | - |
1.6907 | 15500 | 0.0042 | - |
1.6961 | 15550 | 0.0033 | - |
1.7016 | 15600 | 0.0037 | - |
1.7070 | 15650 | 0.0049 | - |
1.7125 | 15700 | 0.0071 | - |
1.7179 | 15750 | 0.0053 | - |
1.7234 | 15800 | 0.0054 | - |
1.7288 | 15850 | 0.0054 | - |
1.7343 | 15900 | 0.006 | - |
1.7397 | 15950 | 0.0068 | - |
1.7452 | 16000 | 0.0054 | - |
1.7507 | 16050 | 0.005 | - |
1.7561 | 16100 | 0.0047 | - |
1.7616 | 16150 | 0.0049 | - |
1.7670 | 16200 | 0.0045 | - |
1.7725 | 16250 | 0.006 | - |
1.7779 | 16300 | 0.0045 | - |
1.7834 | 16350 | 0.005 | - |
1.7888 | 16400 | 0.0042 | - |
1.7943 | 16450 | 0.0045 | - |
1.7997 | 16500 | 0.0049 | - |
1.8052 | 16550 | 0.0041 | - |
1.8106 | 16600 | 0.0054 | - |
1.8161 | 16650 | 0.005 | - |
1.8216 | 16700 | 0.0044 | - |
1.8270 | 16750 | 0.0049 | - |
1.8325 | 16800 | 0.0055 | - |
1.8379 | 16850 | 0.0058 | - |
1.8434 | 16900 | 0.005 | - |
1.8488 | 16950 | 0.0052 | - |
1.8543 | 17000 | 0.0053 | - |
1.8597 | 17050 | 0.0041 | - |
1.8652 | 17100 | 0.0054 | - |
1.8706 | 17150 | 0.0041 | - |
1.8761 | 17200 | 0.0043 | - |
1.8815 | 17250 | 0.0038 | - |
1.8870 | 17300 | 0.0051 | - |
1.8925 | 17350 | 0.0046 | - |
1.8979 | 17400 | 0.0056 | - |
1.9034 | 17450 | 0.0057 | - |
1.9088 | 17500 | 0.0051 | - |
1.9143 | 17550 | 0.0049 | - |
1.9197 | 17600 | 0.0056 | - |
1.9252 | 17650 | 0.0058 | - |
1.9306 | 17700 | 0.0045 | - |
1.9361 | 17750 | 0.0033 | - |
1.9415 | 17800 | 0.0032 | - |
1.9470 | 17850 | 0.0053 | - |
1.9524 | 17900 | 0.0064 | - |
1.9579 | 17950 | 0.0047 | - |
1.9634 | 18000 | 0.0049 | - |
1.9688 | 18050 | 0.0043 | - |
1.9743 | 18100 | 0.0042 | - |
1.9797 | 18150 | 0.004 | - |
1.9852 | 18200 | 0.0041 | - |
1.9906 | 18250 | 0.0059 | - |
1.9961 | 18300 | 0.0054 | - |
2.0015 | 18350 | 0.0045 | - |
2.0070 | 18400 | 0.0051 | - |
2.0124 | 18450 | 0.0048 | - |
2.0179 | 18500 | 0.0055 | - |
2.0233 | 18550 | 0.0032 | - |
2.0288 | 18600 | 0.0056 | - |
2.0342 | 18650 | 0.0054 | - |
2.0397 | 18700 | 0.0046 | - |
2.0452 | 18750 | 0.0062 | - |
2.0506 | 18800 | 0.0043 | - |
2.0561 | 18850 | 0.0049 | - |
2.0615 | 18900 | 0.0051 | - |
2.0670 | 18950 | 0.0035 | - |
2.0724 | 19000 | 0.0045 | - |
2.0779 | 19050 | 0.0038 | - |
2.0833 | 19100 | 0.0054 | - |
2.0888 | 19150 | 0.0044 | - |
2.0942 | 19200 | 0.0039 | - |
2.0997 | 19250 | 0.0037 | - |
2.1051 | 19300 | 0.005 | - |
2.1106 | 19350 | 0.0055 | - |
2.1161 | 19400 | 0.0054 | - |
2.1215 | 19450 | 0.0046 | - |
2.1270 | 19500 | 0.0049 | - |
2.1324 | 19550 | 0.0042 | - |
2.1379 | 19600 | 0.0038 | - |
2.1433 | 19650 | 0.0046 | - |
2.1488 | 19700 | 0.0048 | - |
2.1542 | 19750 | 0.0042 | - |
2.1597 | 19800 | 0.0033 | - |
2.1651 | 19850 | 0.0046 | - |
2.1706 | 19900 | 0.0037 | - |
2.1760 | 19950 | 0.0054 | - |
2.1815 | 20000 | 0.0044 | - |
2.1870 | 20050 | 0.0042 | - |
2.1924 | 20100 | 0.004 | - |
2.1979 | 20150 | 0.0049 | - |
2.2033 | 20200 | 0.0032 | - |
2.2088 | 20250 | 0.0035 | - |
2.2142 | 20300 | 0.0035 | - |
2.2197 | 20350 | 0.0029 | - |
2.2251 | 20400 | 0.0042 | - |
2.2306 | 20450 | 0.0031 | - |
2.2360 | 20500 | 0.0041 | - |
2.2415 | 20550 | 0.0031 | - |
2.2469 | 20600 | 0.0051 | - |
2.2524 | 20650 | 0.0049 | - |
2.2579 | 20700 | 0.0034 | - |
2.2633 | 20750 | 0.0046 | - |
2.2688 | 20800 | 0.0041 | - |
2.2742 | 20850 | 0.0051 | - |
2.2797 | 20900 | 0.0037 | - |
2.2851 | 20950 | 0.0041 | - |
2.2906 | 21000 | 0.0047 | - |
2.2960 | 21050 | 0.0036 | - |
2.3015 | 21100 | 0.004 | - |
2.3069 | 21150 | 0.0044 | - |
2.3124 | 21200 | 0.0049 | - |
2.3178 | 21250 | 0.0049 | - |
2.3233 | 21300 | 0.0048 | - |
2.3288 | 21350 | 0.0035 | - |
2.3342 | 21400 | 0.0036 | - |
2.3397 | 21450 | 0.0044 | - |
2.3451 | 21500 | 0.0038 | - |
2.3506 | 21550 | 0.0035 | - |
2.3560 | 21600 | 0.0031 | - |
2.3615 | 21650 | 0.0042 | - |
2.3669 | 21700 | 0.0047 | - |
2.3724 | 21750 | 0.0032 | - |
2.3778 | 21800 | 0.0032 | - |
2.3833 | 21850 | 0.0044 | - |
2.3887 | 21900 | 0.0044 | - |
2.3942 | 21950 | 0.0021 | - |
2.3997 | 22000 | 0.0052 | - |
2.4051 | 22050 | 0.0032 | - |
2.4106 | 22100 | 0.0035 | - |
2.4160 | 22150 | 0.0022 | - |
2.4215 | 22200 | 0.0035 | - |
2.4269 | 22250 | 0.0025 | - |
2.4324 | 22300 | 0.0043 | - |
2.4378 | 22350 | 0.0041 | - |
2.4433 | 22400 | 0.0041 | - |
2.4487 | 22450 | 0.004 | - |
2.4542 | 22500 | 0.003 | - |
2.4596 | 22550 | 0.0032 | - |
2.4651 | 22600 | 0.0032 | - |
2.4705 | 22650 | 0.0026 | - |
2.4760 | 22700 | 0.0035 | - |
2.4815 | 22750 | 0.0033 | - |
2.4869 | 22800 | 0.0035 | - |
2.4924 | 22850 | 0.0041 | - |
2.4978 | 22900 | 0.0033 | - |
2.5033 | 22950 | 0.0033 | - |
2.5087 | 23000 | 0.0032 | - |
2.5142 | 23050 | 0.0025 | - |
2.5196 | 23100 | 0.0033 | - |
2.5251 | 23150 | 0.0027 | - |
2.5305 | 23200 | 0.003 | - |
2.5360 | 23250 | 0.0026 | - |
2.5414 | 23300 | 0.002 | - |
2.5469 | 23350 | 0.0027 | - |
2.5524 | 23400 | 0.0029 | - |
2.5578 | 23450 | 0.0036 | - |
2.5633 | 23500 | 0.0025 | - |
2.5687 | 23550 | 0.0019 | - |
2.5742 | 23600 | 0.0033 | - |
2.5796 | 23650 | 0.0029 | - |
2.5851 | 23700 | 0.0026 | - |
2.5905 | 23750 | 0.0028 | - |
2.5960 | 23800 | 0.0028 | - |
2.6014 | 23850 | 0.0043 | - |
2.6069 | 23900 | 0.0059 | - |
2.6123 | 23950 | 0.0029 | - |
2.6178 | 24000 | 0.0037 | - |
2.6233 | 24050 | 0.0036 | - |
2.6287 | 24100 | 0.0043 | - |
2.6342 | 24150 | 0.0037 | - |
2.6396 | 24200 | 0.0039 | - |
2.6451 | 24250 | 0.003 | - |
2.6505 | 24300 | 0.0029 | - |
2.6560 | 24350 | 0.0029 | - |
2.6614 | 24400 | 0.0035 | - |
2.6669 | 24450 | 0.0032 | - |
2.6723 | 24500 | 0.0043 | - |
2.6778 | 24550 | 0.004 | - |
2.6832 | 24600 | 0.0034 | - |
2.6887 | 24650 | 0.0053 | - |
2.6942 | 24700 | 0.0025 | - |
2.6996 | 24750 | 0.0033 | - |
2.7051 | 24800 | 0.0034 | - |
2.7105 | 24850 | 0.0032 | - |
2.7160 | 24900 | 0.0024 | - |
2.7214 | 24950 | 0.0029 | - |
2.7269 | 25000 | 0.0026 | - |
2.7323 | 25050 | 0.0029 | - |
2.7378 | 25100 | 0.0028 | - |
2.7432 | 25150 | 0.0031 | - |
2.7487 | 25200 | 0.0021 | - |
2.7541 | 25250 | 0.0023 | - |
2.7596 | 25300 | 0.0026 | - |
2.7651 | 25350 | 0.0034 | - |
2.7705 | 25400 | 0.0025 | - |
2.7760 | 25450 | 0.0032 | - |
2.7814 | 25500 | 0.0033 | - |
2.7869 | 25550 | 0.0027 | - |
2.7923 | 25600 | 0.0045 | - |
2.7978 | 25650 | 0.0026 | - |
2.8032 | 25700 | 0.0024 | - |
2.8087 | 25750 | 0.0035 | - |
2.8141 | 25800 | 0.0036 | - |
2.8196 | 25850 | 0.0013 | - |
2.8250 | 25900 | 0.0017 | - |
2.8305 | 25950 | 0.0021 | - |
2.8360 | 26000 | 0.0041 | - |
2.8414 | 26050 | 0.003 | - |
2.8469 | 26100 | 0.0027 | - |
2.8523 | 26150 | 0.002 | - |
2.8578 | 26200 | 0.0028 | - |
2.8632 | 26250 | 0.0028 | - |
2.8687 | 26300 | 0.0029 | - |
2.8741 | 26350 | 0.0024 | - |
2.8796 | 26400 | 0.0017 | - |
2.8850 | 26450 | 0.0017 | - |
2.8905 | 26500 | 0.0023 | - |
2.8959 | 26550 | 0.0019 | - |
2.9014 | 26600 | 0.0026 | - |
2.9068 | 26650 | 0.002 | - |
2.9123 | 26700 | 0.0021 | - |
2.9178 | 26750 | 0.002 | - |
2.9232 | 26800 | 0.0031 | - |
2.9287 | 26850 | 0.0033 | - |
2.9341 | 26900 | 0.004 | - |
2.9396 | 26950 | 0.004 | - |
2.9450 | 27000 | 0.0034 | - |
2.9505 | 27050 | 0.0051 | - |
2.9559 | 27100 | 0.0024 | - |
2.9614 | 27150 | 0.0035 | - |
2.9668 | 27200 | 0.0029 | - |
2.9723 | 27250 | 0.0028 | - |
2.9777 | 27300 | 0.0034 | - |
2.9832 | 27350 | 0.0019 | - |
2.9887 | 27400 | 0.0029 | - |
2.9941 | 27450 | 0.0029 | - |
2.9996 | 27500 | 0.0035 | - |
3.0050 | 27550 | 0.0035 | - |
3.0105 | 27600 | 0.0032 | - |
3.0159 | 27650 | 0.0042 | - |
3.0214 | 27700 | 0.0035 | - |
3.0268 | 27750 | 0.002 | - |
3.0323 | 27800 | 0.0025 | - |
3.0377 | 27850 | 0.0019 | - |
3.0432 | 27900 | 0.0028 | - |
3.0486 | 27950 | 0.0033 | - |
3.0541 | 28000 | 0.0034 | - |
3.0596 | 28050 | 0.0034 | - |
3.0650 | 28100 | 0.0036 | - |
3.0705 | 28150 | 0.0051 | - |
3.0759 | 28200 | 0.0032 | - |
3.0814 | 28250 | 0.0022 | - |
3.0868 | 28300 | 0.0025 | - |
3.0923 | 28350 | 0.0041 | - |
3.0977 | 28400 | 0.0029 | - |
3.1032 | 28450 | 0.0048 | - |
3.1086 | 28500 | 0.0027 | - |
3.1141 | 28550 | 0.0026 | - |
3.1195 | 28600 | 0.0022 | - |
3.125 | 28650 | 0.003 | - |
3.1305 | 28700 | 0.0023 | - |
3.1359 | 28750 | 0.0033 | - |
3.1414 | 28800 | 0.0022 | - |
3.1468 | 28850 | 0.0026 | - |
3.1523 | 28900 | 0.0026 | - |
3.1577 | 28950 | 0.0024 | - |
3.1632 | 29000 | 0.0027 | - |
3.1686 | 29050 | 0.0035 | - |
3.1741 | 29100 | 0.0035 | - |
3.1795 | 29150 | 0.0029 | - |
3.1850 | 29200 | 0.0035 | - |
3.1904 | 29250 | 0.0026 | - |
3.1959 | 29300 | 0.0026 | - |
3.2014 | 29350 | 0.0035 | - |
3.2068 | 29400 | 0.0022 | - |
3.2123 | 29450 | 0.0027 | - |
3.2177 | 29500 | 0.0036 | - |
3.2232 | 29550 | 0.0047 | - |
3.2286 | 29600 | 0.0038 | - |
3.2341 | 29650 | 0.0055 | - |
3.2395 | 29700 | 0.0036 | - |
3.2450 | 29750 | 0.0043 | - |
3.2504 | 29800 | 0.0029 | - |
3.2559 | 29850 | 0.0021 | - |
3.2613 | 29900 | 0.0031 | - |
3.2668 | 29950 | 0.0024 | - |
3.2723 | 30000 | 0.0036 | - |
3.2777 | 30050 | 0.0048 | - |
3.2832 | 30100 | 0.0033 | - |
3.2886 | 30150 | 0.0022 | - |
3.2941 | 30200 | 0.0026 | - |
3.2995 | 30250 | 0.0034 | - |
3.3050 | 30300 | 0.0037 | - |
3.3104 | 30350 | 0.0046 | - |
3.3159 | 30400 | 0.0036 | - |
3.3213 | 30450 | 0.0039 | - |
3.3268 | 30500 | 0.0037 | - |
3.3322 | 30550 | 0.0036 | - |
3.3377 | 30600 | 0.0029 | - |
3.3432 | 30650 | 0.002 | - |
3.3486 | 30700 | 0.0021 | - |
3.3541 | 30750 | 0.0022 | - |
3.3595 | 30800 | 0.0023 | - |
3.3650 | 30850 | 0.0016 | - |
3.3704 | 30900 | 0.0028 | - |
3.3759 | 30950 | 0.0021 | - |
3.3813 | 31000 | 0.0032 | - |
3.3868 | 31050 | 0.0035 | - |
3.3922 | 31100 | 0.0032 | - |
3.3977 | 31150 | 0.0041 | - |
3.4031 | 31200 | 0.0027 | - |
3.4086 | 31250 | 0.0034 | - |
3.4140 | 31300 | 0.0027 | - |
3.4195 | 31350 | 0.0047 | - |
3.4250 | 31400 | 0.0041 | - |
3.4304 | 31450 | 0.0048 | - |
3.4359 | 31500 | 0.0036 | - |
3.4413 | 31550 | 0.0025 | - |
3.4468 | 31600 | 0.0031 | - |
3.4522 | 31650 | 0.0035 | - |
3.4577 | 31700 | 0.0037 | - |
3.4631 | 31750 | 0.002 | - |
3.4686 | 31800 | 0.0022 | - |
3.4740 | 31850 | 0.0033 | - |
3.4795 | 31900 | 0.0028 | - |
3.4849 | 31950 | 0.0026 | - |
3.4904 | 32000 | 0.002 | - |
3.4959 | 32050 | 0.003 | - |
3.5013 | 32100 | 0.0025 | - |
3.5068 | 32150 | 0.0023 | - |
3.5122 | 32200 | 0.0021 | - |
3.5177 | 32250 | 0.0024 | - |
3.5231 | 32300 | 0.003 | - |
3.5286 | 32350 | 0.002 | - |
3.5340 | 32400 | 0.0022 | - |
3.5395 | 32450 | 0.0022 | - |
3.5449 | 32500 | 0.0027 | - |
3.5504 | 32550 | 0.0019 | - |
3.5558 | 32600 | 0.0017 | - |
3.5613 | 32650 | 0.0025 | - |
3.5668 | 32700 | 0.0024 | - |
3.5722 | 32750 | 0.0018 | - |
3.5777 | 32800 | 0.0019 | - |
3.5831 | 32850 | 0.0024 | - |
3.5886 | 32900 | 0.002 | - |
3.5940 | 32950 | 0.0022 | - |
3.5995 | 33000 | 0.0034 | - |
3.6049 | 33050 | 0.0047 | - |
3.6104 | 33100 | 0.0041 | - |
3.6158 | 33150 | 0.0056 | - |
3.6213 | 33200 | 0.0037 | - |
3.6267 | 33250 | 0.0028 | - |
3.6322 | 33300 | 0.0029 | - |
3.6377 | 33350 | 0.002 | - |
3.6431 | 33400 | 0.0022 | - |
3.6486 | 33450 | 0.0027 | - |
3.6540 | 33500 | 0.0019 | - |
3.6595 | 33550 | 0.0022 | - |
3.6649 | 33600 | 0.0021 | - |
3.6704 | 33650 | 0.0027 | - |
3.6758 | 33700 | 0.0026 | - |
3.6813 | 33750 | 0.0016 | - |
3.6867 | 33800 | 0.0021 | - |
3.6922 | 33850 | 0.0023 | - |
3.6976 | 33900 | 0.0019 | - |
3.7031 | 33950 | 0.0023 | - |
3.7086 | 34000 | 0.0017 | - |
3.7140 | 34050 | 0.0025 | - |
3.7195 | 34100 | 0.0029 | - |
3.7249 | 34150 | 0.002 | - |
3.7304 | 34200 | 0.0018 | - |
3.7358 | 34250 | 0.0015 | - |
3.7413 | 34300 | 0.002 | - |
3.7467 | 34350 | 0.003 | - |
3.7522 | 34400 | 0.0029 | - |
3.7576 | 34450 | 0.0023 | - |
3.7631 | 34500 | 0.002 | - |
3.7685 | 34550 | 0.0023 | - |
3.7740 | 34600 | 0.0016 | - |
3.7795 | 34650 | 0.0026 | - |
3.7849 | 34700 | 0.0024 | - |
3.7904 | 34750 | 0.003 | - |
3.7958 | 34800 | 0.0039 | - |
3.8013 | 34850 | 0.0035 | - |
3.8067 | 34900 | 0.0038 | - |
3.8122 | 34950 | 0.0023 | - |
3.8176 | 35000 | 0.0025 | - |
3.8231 | 35050 | 0.0023 | - |
3.8285 | 35100 | 0.0026 | - |
3.8340 | 35150 | 0.0034 | - |
3.8394 | 35200 | 0.0024 | - |
3.8449 | 35250 | 0.0029 | - |
3.8503 | 35300 | 0.002 | - |
3.8558 | 35350 | 0.0015 | - |
3.8613 | 35400 | 0.0017 | - |
3.8667 | 35450 | 0.0019 | - |
3.8722 | 35500 | 0.0026 | - |
3.8776 | 35550 | 0.0024 | - |
3.8831 | 35600 | 0.0023 | - |
3.8885 | 35650 | 0.0018 | - |
3.8940 | 35700 | 0.0025 | - |
3.8994 | 35750 | 0.0025 | - |
3.9049 | 35800 | 0.0016 | - |
3.9103 | 35850 | 0.0019 | - |
3.9158 | 35900 | 0.0022 | - |
3.9212 | 35950 | 0.0028 | - |
3.9267 | 36000 | 0.0012 | - |
3.9322 | 36050 | 0.002 | - |
3.9376 | 36100 | 0.0022 | - |
3.9431 | 36150 | 0.0034 | - |
3.9485 | 36200 | 0.0023 | - |
3.9540 | 36250 | 0.002 | - |
3.9594 | 36300 | 0.0017 | - |
3.9649 | 36350 | 0.0018 | - |
3.9703 | 36400 | 0.0025 | - |
3.9758 | 36450 | 0.0023 | - |
3.9812 | 36500 | 0.0021 | - |
3.9867 | 36550 | 0.0011 | - |
3.9921 | 36600 | 0.0016 | - |
3.9976 | 36650 | 0.0022 | - |
4.0031 | 36700 | 0.0019 | - |
4.0085 | 36750 | 0.0015 | - |
4.0140 | 36800 | 0.0021 | - |
4.0194 | 36850 | 0.0019 | - |
4.0249 | 36900 | 0.0025 | - |
4.0303 | 36950 | 0.0016 | - |
4.0358 | 37000 | 0.0013 | - |
4.0412 | 37050 | 0.0013 | - |
4.0467 | 37100 | 0.0019 | - |
4.0521 | 37150 | 0.0011 | - |
4.0576 | 37200 | 0.0016 | - |
4.0630 | 37250 | 0.0028 | - |
4.0685 | 37300 | 0.003 | - |
4.0740 | 37350 | 0.0027 | - |
4.0794 | 37400 | 0.0019 | - |
4.0849 | 37450 | 0.0024 | - |
4.0903 | 37500 | 0.0025 | - |
4.0958 | 37550 | 0.0024 | - |
4.1012 | 37600 | 0.0021 | - |
4.1067 | 37650 | 0.0022 | - |
4.1121 | 37700 | 0.0027 | - |
4.1176 | 37750 | 0.0027 | - |
4.1230 | 37800 | 0.0023 | - |
4.1285 | 37850 | 0.0015 | - |
4.1339 | 37900 | 0.0023 | - |
4.1394 | 37950 | 0.0028 | - |
4.1449 | 38000 | 0.0035 | - |
4.1503 | 38050 | 0.0028 | - |
4.1558 | 38100 | 0.0025 | - |
4.1612 | 38150 | 0.0024 | - |
4.1667 | 38200 | 0.0025 | - |
4.1721 | 38250 | 0.0019 | - |
4.1776 | 38300 | 0.0021 | - |
4.1830 | 38350 | 0.0023 | - |
4.1885 | 38400 | 0.0023 | - |
4.1939 | 38450 | 0.0021 | - |
4.1994 | 38500 | 0.0015 | - |
4.2048 | 38550 | 0.0024 | - |
4.2103 | 38600 | 0.0027 | - |
4.2158 | 38650 | 0.0017 | - |
4.2212 | 38700 | 0.002 | - |
4.2267 | 38750 | 0.0025 | - |
4.2321 | 38800 | 0.0009 | - |
4.2376 | 38850 | 0.0016 | - |
4.2430 | 38900 | 0.0022 | - |
4.2485 | 38950 | 0.0019 | - |
4.2539 | 39000 | 0.0016 | - |
4.2594 | 39050 | 0.0021 | - |
4.2648 | 39100 | 0.0021 | - |
4.2703 | 39150 | 0.0012 | - |
4.2757 | 39200 | 0.0015 | - |
4.2812 | 39250 | 0.001 | - |
4.2866 | 39300 | 0.0013 | - |
4.2921 | 39350 | 0.0016 | - |
4.2976 | 39400 | 0.0019 | - |
4.3030 | 39450 | 0.0012 | - |
4.3085 | 39500 | 0.0013 | - |
4.3139 | 39550 | 0.0013 | - |
4.3194 | 39600 | 0.0016 | - |
4.3248 | 39650 | 0.0015 | - |
4.3303 | 39700 | 0.003 | - |
4.3357 | 39750 | 0.0028 | - |
4.3412 | 39800 | 0.0017 | - |
4.3466 | 39850 | 0.0016 | - |
4.3521 | 39900 | 0.0013 | - |
4.3575 | 39950 | 0.0027 | - |
4.3630 | 40000 | 0.0022 | - |
4.3685 | 40050 | 0.0024 | - |
4.3739 | 40100 | 0.0023 | - |
4.3794 | 40150 | 0.0012 | - |
4.3848 | 40200 | 0.0027 | - |
4.3903 | 40250 | 0.0019 | - |
4.3957 | 40300 | 0.0021 | - |
4.4012 | 40350 | 0.0016 | - |
4.4066 | 40400 | 0.002 | - |
4.4121 | 40450 | 0.0016 | - |
4.4175 | 40500 | 0.0026 | - |
4.4230 | 40550 | 0.0013 | - |
4.4284 | 40600 | 0.0012 | - |
4.4339 | 40650 | 0.0019 | - |
4.4394 | 40700 | 0.0011 | - |
4.4448 | 40750 | 0.0013 | - |
4.4503 | 40800 | 0.0015 | - |
4.4557 | 40850 | 0.0017 | - |
4.4612 | 40900 | 0.0011 | - |
4.4666 | 40950 | 0.0008 | - |
4.4721 | 41000 | 0.0018 | - |
4.4775 | 41050 | 0.0015 | - |
4.4830 | 41100 | 0.0028 | - |
4.4884 | 41150 | 0.0014 | - |
4.4939 | 41200 | 0.0015 | - |
4.4993 | 41250 | 0.0019 | - |
4.5048 | 41300 | 0.0012 | - |
4.5103 | 41350 | 0.0016 | - |
4.5157 | 41400 | 0.0011 | - |
4.5212 | 41450 | 0.0011 | - |
4.5266 | 41500 | 0.0029 | - |
4.5321 | 41550 | 0.0018 | - |
4.5375 | 41600 | 0.0026 | - |
4.5430 | 41650 | 0.0033 | - |
4.5484 | 41700 | 0.0033 | - |
4.5539 | 41750 | 0.002 | - |
4.5593 | 41800 | 0.002 | - |
4.5648 | 41850 | 0.0017 | - |
4.5702 | 41900 | 0.0013 | - |
4.5757 | 41950 | 0.0011 | - |
4.5812 | 42000 | 0.0009 | - |
4.5866 | 42050 | 0.001 | - |
4.5921 | 42100 | 0.0016 | - |
4.5975 | 42150 | 0.0013 | - |
4.6030 | 42200 | 0.0009 | - |
4.6084 | 42250 | 0.0006 | - |
4.6139 | 42300 | 0.0015 | - |
4.6193 | 42350 | 0.0013 | - |
4.6248 | 42400 | 0.0012 | - |
4.6302 | 42450 | 0.001 | - |
4.6357 | 42500 | 0.0011 | - |
4.6411 | 42550 | 0.0023 | - |
4.6466 | 42600 | 0.0006 | - |
4.6521 | 42650 | 0.0021 | - |
4.6575 | 42700 | 0.0018 | - |
4.6630 | 42750 | 0.001 | - |
4.6684 | 42800 | 0.0007 | - |
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4.6793 | 42900 | 0.0011 | - |
4.6848 | 42950 | 0.0013 | - |
4.6902 | 43000 | 0.0013 | - |
4.6957 | 43050 | 0.0008 | - |
4.7011 | 43100 | 0.001 | - |
4.7066 | 43150 | 0.0011 | - |
4.7120 | 43200 | 0.0023 | - |
4.7175 | 43250 | 0.002 | - |
4.7229 | 43300 | 0.0016 | - |
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4.7339 | 43400 | 0.002 | - |
4.7393 | 43450 | 0.0018 | - |
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4.7502 | 43550 | 0.0021 | - |
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4.7666 | 43700 | 0.0032 | - |
4.7720 | 43750 | 0.0044 | - |
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4.7829 | 43850 | 0.0023 | - |
4.7884 | 43900 | 0.003 | - |
4.7938 | 43950 | 0.002 | - |
4.7993 | 44000 | 0.0027 | - |
4.8048 | 44050 | 0.0012 | - |
4.8102 | 44100 | 0.0015 | - |
4.8157 | 44150 | 0.0013 | - |
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4.8320 | 44300 | 0.0017 | - |
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4.8429 | 44400 | 0.0021 | - |
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4.8538 | 44500 | 0.0014 | - |
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5.0011 | 45850 | 0.0012 | - |
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5.0175 | 46000 | 0.0013 | - |
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5.0284 | 46100 | 0.0017 | - |
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5.0938 | 46700 | 0.0014 | - |
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5.1102 | 46850 | 0.0015 | - |
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5.1920 | 47600 | 0.0018 | - |
5.1974 | 47650 | 0.0017 | - |
5.2029 | 47700 | 0.0018 | - |
5.2083 | 47750 | 0.0011 | - |
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5.2192 | 47850 | 0.0014 | - |
5.2247 | 47900 | 0.0009 | - |
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5.2356 | 48000 | 0.0014 | - |
5.2411 | 48050 | 0.0011 | - |
5.2465 | 48100 | 0.0008 | - |
5.2520 | 48150 | 0.0013 | - |
5.2574 | 48200 | 0.0012 | - |
5.2629 | 48250 | 0.0012 | - |
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5.3120 | 48700 | 0.0018 | - |
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5.3229 | 48800 | 0.0007 | - |
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5.3447 | 49000 | 0.0013 | - |
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5.3719 | 49250 | 0.0007 | - |
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5.3829 | 49350 | 0.0015 | - |
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5.3992 | 49500 | 0.0011 | - |
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5.4810 | 50250 | 0.0011 | - |
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5.4919 | 50350 | 0.0009 | - |
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5.5028 | 50450 | 0.0015 | - |
5.5083 | 50500 | 0.0015 | - |
5.5137 | 50550 | 0.0009 | - |
5.5192 | 50600 | 0.0012 | - |
5.5247 | 50650 | 0.0011 | - |
5.5301 | 50700 | 0.0013 | - |
5.5356 | 50750 | 0.0011 | - |
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5.5846 | 51200 | 0.0007 | - |
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5.6010 | 51350 | 0.0009 | - |
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5.6119 | 51450 | 0.0006 | - |
5.6174 | 51500 | 0.0014 | - |
5.6228 | 51550 | 0.001 | - |
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5.6337 | 51650 | 0.001 | - |
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5.6719 | 52000 | 0.0011 | - |
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5.6883 | 52150 | 0.0007 | - |
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5.7810 | 53000 | 0.0021 | - |
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5.9119 | 54200 | 0.0012 | - |
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6.0209 | 55200 | 0.0012 | - |
6.0264 | 55250 | 0.0014 | - |
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6.0373 | 55350 | 0.0013 | - |
6.0428 | 55400 | 0.0014 | - |
6.0482 | 55450 | 0.0017 | - |
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6.0700 | 55650 | 0.0011 | - |
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6.1191 | 56100 | 0.0014 | - |
6.1246 | 56150 | 0.0013 | - |
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6.1464 | 56350 | 0.0011 | - |
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6.1573 | 56450 | 0.0007 | - |
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6.1791 | 56650 | 0.0014 | - |
6.1846 | 56700 | 0.0007 | - |
6.1900 | 56750 | 0.0011 | - |
6.1955 | 56800 | 0.0004 | - |
6.2009 | 56850 | 0.0008 | - |
6.2064 | 56900 | 0.0006 | - |
6.2118 | 56950 | 0.0008 | - |
6.2173 | 57000 | 0.0013 | - |
6.2227 | 57050 | 0.0012 | - |
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6.2336 | 57150 | 0.0016 | - |
6.2391 | 57200 | 0.0016 | - |
6.2445 | 57250 | 0.0017 | - |
6.25 | 57300 | 0.0012 | - |
6.2555 | 57350 | 0.0018 | - |
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6.3154 | 57900 | 0.0011 | - |
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6.4245 | 58900 | 0.0013 | - |
6.4300 | 58950 | 0.0014 | - |
6.4354 | 59000 | 0.0019 | - |
6.4409 | 59050 | 0.0018 | - |
6.4463 | 59100 | 0.0013 | - |
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6.5336 | 59900 | 0.0019 | - |
6.5390 | 59950 | 0.0014 | - |
6.5445 | 60000 | 0.0014 | - |
6.5500 | 60050 | 0.0012 | - |
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6.8008 | 62350 | 0.0023 | - |
6.8063 | 62400 | 0.0016 | - |
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6.8717 | 63000 | 0.0013 | - |
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7.1935 | 65950 | 0.0022 | - |
7.1990 | 66000 | 0.0017 | - |
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7.4062 | 67900 | 0.0011 | - |
7.4116 | 67950 | 0.002 | - |
7.4171 | 68000 | 0.0015 | - |
7.4226 | 68050 | 0.0022 | - |
7.4280 | 68100 | 0.0019 | - |
7.4335 | 68150 | 0.0017 | - |
7.4389 | 68200 | 0.0014 | - |
7.4444 | 68250 | 0.001 | - |
7.4498 | 68300 | 0.0017 | - |
7.4553 | 68350 | 0.0011 | - |
7.4607 | 68400 | 0.0014 | - |
7.4662 | 68450 | 0.0009 | - |
7.4716 | 68500 | 0.001 | - |
7.4771 | 68550 | 0.0018 | - |
7.4825 | 68600 | 0.0009 | - |
7.4880 | 68650 | 0.0012 | - |
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7.5207 | 68950 | 0.0009 | - |
7.5262 | 69000 | 0.0014 | - |
7.5316 | 69050 | 0.0008 | - |
7.5371 | 69100 | 0.0013 | - |
7.5425 | 69150 | 0.0009 | - |
7.5480 | 69200 | 0.0019 | - |
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7.5589 | 69300 | 0.0016 | - |
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7.5698 | 69400 | 0.0008 | - |
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7.6243 | 69900 | 0.0007 | - |
7.6298 | 69950 | 0.0019 | - |
7.6353 | 70000 | 0.0012 | - |
7.6407 | 70050 | 0.0009 | - |
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7.6843 | 70450 | 0.0014 | - |
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7.7062 | 70650 | 0.0012 | - |
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7.8425 | 71900 | 0.0013 | - |
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7.8589 | 72050 | 0.0014 | - |
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7.9025 | 72450 | 0.0014 | - |
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7.9516 | 72900 | 0.0014 | - |
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7.9625 | 73000 | 0.0012 | - |
7.9679 | 73050 | 0.0012 | - |
7.9734 | 73100 | 0.0027 | - |
7.9788 | 73150 | 0.0009 | - |
7.9843 | 73200 | 0.0013 | - |
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8.0007 | 73350 | 0.0013 | - |
8.0061 | 73400 | 0.0015 | - |
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8.0170 | 73500 | 0.0018 | - |
8.0225 | 73550 | 0.0012 | - |
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8.0825 | 74100 | 0.0009 | - |
8.0879 | 74150 | 0.0011 | - |
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8.1261 | 74500 | 0.0013 | - |
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8.1425 | 74650 | 0.0011 | - |
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8.1643 | 74850 | 0.0015 | - |
8.1697 | 74900 | 0.0015 | - |
8.1752 | 74950 | 0.0011 | - |
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8.1970 | 75150 | 0.0017 | - |
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8.2134 | 75300 | 0.0011 | - |
8.2188 | 75350 | 0.0014 | - |
8.2243 | 75400 | 0.0015 | - |
8.2297 | 75450 | 0.0019 | - |
8.2352 | 75500 | 0.0013 | - |
8.2406 | 75550 | 0.0021 | - |
8.2461 | 75600 | 0.0012 | - |
8.2515 | 75650 | 0.002 | - |
8.2570 | 75700 | 0.0018 | - |
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8.2897 | 76000 | 0.0013 | - |
8.2952 | 76050 | 0.0015 | - |
8.3006 | 76100 | 0.0012 | - |
8.3061 | 76150 | 0.001 | - |
8.3115 | 76200 | 0.0012 | - |
8.3170 | 76250 | 0.0017 | - |
8.3224 | 76300 | 0.0012 | - |
8.3279 | 76350 | 0.0021 | - |
8.3333 | 76400 | 0.0012 | - |
8.3388 | 76450 | 0.0011 | - |
8.3442 | 76500 | 0.0015 | - |
8.3497 | 76550 | 0.0007 | - |
8.3551 | 76600 | 0.0011 | - |
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8.3661 | 76700 | 0.0012 | - |
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8.3770 | 76800 | 0.0017 | - |
8.3824 | 76850 | 0.0013 | - |
8.3879 | 76900 | 0.0011 | - |
8.3933 | 76950 | 0.0013 | - |
8.3988 | 77000 | 0.0014 | - |
8.4042 | 77050 | 0.0015 | - |
8.4097 | 77100 | 0.0013 | - |
8.4151 | 77150 | 0.001 | - |
8.4206 | 77200 | 0.0013 | - |
8.4260 | 77250 | 0.0013 | - |
8.4315 | 77300 | 0.0012 | - |
8.4370 | 77350 | 0.0011 | - |
8.4424 | 77400 | 0.0012 | - |
8.4479 | 77450 | 0.0012 | - |
8.4533 | 77500 | 0.0004 | - |
8.4588 | 77550 | 0.0011 | - |
8.4642 | 77600 | 0.0011 | - |
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8.5079 | 78000 | 0.0008 | - |
8.5133 | 78050 | 0.0012 | - |
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8.5788 | 78650 | 0.0015 | - |
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8.6006 | 78850 | 0.0014 | - |
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8.6115 | 78950 | 0.0015 | - |
8.6169 | 79000 | 0.0012 | - |
8.6224 | 79050 | 0.0011 | - |
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8.6333 | 79150 | 0.0009 | - |
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8.6660 | 79450 | 0.0012 | - |
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8.7096 | 79850 | 0.0013 | - |
8.7151 | 79900 | 0.0021 | - |
8.7205 | 79950 | 0.0021 | - |
8.7260 | 80000 | 0.0018 | - |
8.7315 | 80050 | 0.0017 | - |
8.7369 | 80100 | 0.0017 | - |
8.7424 | 80150 | 0.0034 | - |
8.7478 | 80200 | 0.0019 | - |
8.7533 | 80250 | 0.0019 | - |
8.7587 | 80300 | 0.002 | - |
8.7642 | 80350 | 0.002 | - |
8.7696 | 80400 | 0.0022 | - |
8.7751 | 80450 | 0.0013 | - |
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8.7969 | 80650 | 0.0011 | - |
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8.8133 | 80800 | 0.0014 | - |
8.8187 | 80850 | 0.0014 | - |
8.8242 | 80900 | 0.0015 | - |
8.8296 | 80950 | 0.0011 | - |
8.8351 | 81000 | 0.002 | - |
8.8405 | 81050 | 0.0015 | - |
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8.8842 | 81450 | 0.0011 | - |
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8.9169 | 81750 | 0.0018 | - |
8.9223 | 81800 | 0.0008 | - |
8.9278 | 81850 | 0.0006 | - |
8.9332 | 81900 | 0.0011 | - |
8.9387 | 81950 | 0.0019 | - |
8.9442 | 82000 | 0.0019 | - |
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8.9551 | 82100 | 0.0007 | - |
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8.9987 | 82500 | 0.0005 | - |
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9.0096 | 82600 | 0.0013 | - |
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9.0205 | 82700 | 0.0007 | - |
9.0260 | 82750 | 0.0008 | - |
9.0314 | 82800 | 0.0011 | - |
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9.0423 | 82900 | 0.0013 | - |
9.0478 | 82950 | 0.0011 | - |
9.0532 | 83000 | 0.0013 | - |
9.0587 | 83050 | 0.001 | - |
9.0641 | 83100 | 0.0021 | - |
9.0696 | 83150 | 0.0011 | - |
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9.0805 | 83250 | 0.0014 | - |
9.0860 | 83300 | 0.0012 | - |
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9.1187 | 83600 | 0.0015 | - |
9.1241 | 83650 | 0.0011 | - |
9.1296 | 83700 | 0.0005 | - |
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9.1405 | 83800 | 0.0009 | - |
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9.1623 | 84000 | 0.0013 | - |
9.1678 | 84050 | 0.0023 | - |
9.1732 | 84100 | 0.0022 | - |
9.1787 | 84150 | 0.0014 | - |
9.1841 | 84200 | 0.0018 | - |
9.1896 | 84250 | 0.0021 | - |
9.1950 | 84300 | 0.0028 | - |
9.2005 | 84350 | 0.0013 | - |
9.2059 | 84400 | 0.0013 | - |
9.2114 | 84450 | 0.001 | - |
9.2168 | 84500 | 0.0008 | - |
9.2223 | 84550 | 0.002 | - |
9.2277 | 84600 | 0.0009 | - |
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9.2441 | 84750 | 0.0006 | - |
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9.2659 | 84950 | 0.0011 | - |
9.2714 | 85000 | 0.0007 | - |
9.2768 | 85050 | 0.0008 | - |
9.2823 | 85100 | 0.0012 | - |
9.2877 | 85150 | 0.0014 | - |
9.2932 | 85200 | 0.0013 | - |
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9.3041 | 85300 | 0.0005 | - |
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9.3150 | 85400 | 0.0004 | - |
9.3205 | 85450 | 0.0011 | - |
9.3259 | 85500 | 0.0006 | - |
9.3314 | 85550 | 0.0012 | - |
9.3368 | 85600 | 0.0009 | - |
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9.3477 | 85700 | 0.0008 | - |
9.3532 | 85750 | 0.0011 | - |
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9.3641 | 85850 | 0.0007 | - |
9.3695 | 85900 | 0.0009 | - |
9.375 | 85950 | 0.0007 | - |
9.3805 | 86000 | 0.0021 | - |
9.3859 | 86050 | 0.001 | - |
9.3914 | 86100 | 0.0014 | - |
9.3968 | 86150 | 0.0014 | - |
9.4023 | 86200 | 0.0013 | - |
9.4077 | 86250 | 0.0014 | - |
9.4132 | 86300 | 0.0007 | - |
9.4186 | 86350 | 0.0009 | - |
9.4241 | 86400 | 0.0008 | - |
9.4295 | 86450 | 0.0007 | - |
9.4350 | 86500 | 0.0013 | - |
9.4404 | 86550 | 0.0007 | - |
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9.4950 | 87050 | 0.0009 | - |
9.5004 | 87100 | 0.0011 | - |
9.5059 | 87150 | 0.0009 | - |
9.5113 | 87200 | 0.0005 | - |
9.5168 | 87250 | 0.0012 | - |
9.5223 | 87300 | 0.0008 | - |
9.5277 | 87350 | 0.0003 | - |
9.5332 | 87400 | 0.0012 | - |
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9.5986 | 88000 | 0.0012 | - |
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9.6150 | 88150 | 0.0014 | - |
9.6204 | 88200 | 0.0007 | - |
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9.6313 | 88300 | 0.0013 | - |
9.6368 | 88350 | 0.0011 | - |
9.6422 | 88400 | 0.0012 | - |
9.6477 | 88450 | 0.0009 | - |
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9.8222 | 90050 | 0.0007 | - |
9.8277 | 90100 | 0.0012 | - |
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9.9967 | 91650 | 0.0009 | - |
10.0022 | 91700 | 0.001 | - |
10.0076 | 91750 | 0.0012 | - |
10.0131 | 91800 | 0.0021 | - |
10.0185 | 91850 | 0.0011 | - |
10.0240 | 91900 | 0.001 | - |
10.0295 | 91950 | 0.0008 | - |
10.0349 | 92000 | 0.0012 | - |
10.0404 | 92050 | 0.001 | - |
10.0458 | 92100 | 0.0005 | - |
10.0513 | 92150 | 0.0005 | - |
10.0567 | 92200 | 0.001 | - |
10.0622 | 92250 | 0.001 | - |
10.0676 | 92300 | 0.0013 | - |
10.0731 | 92350 | 0.0005 | - |
10.0785 | 92400 | 0.001 | - |
10.0840 | 92450 | 0.0015 | - |
10.0894 | 92500 | 0.0009 | - |
10.0949 | 92550 | 0.0009 | - |
10.1003 | 92600 | 0.0012 | - |
10.1058 | 92650 | 0.0017 | - |
10.1113 | 92700 | 0.0004 | - |
10.1167 | 92750 | 0.0008 | - |
10.1222 | 92800 | 0.0011 | - |
10.1276 | 92850 | 0.0012 | - |
10.1331 | 92900 | 0.0008 | - |
10.1385 | 92950 | 0.001 | - |
10.1440 | 93000 | 0.0001 | - |
10.1494 | 93050 | 0.0002 | - |
10.1549 | 93100 | 0.0008 | - |
10.1603 | 93150 | 0.0008 | - |
10.1658 | 93200 | 0.0013 | - |
10.1712 | 93250 | 0.0004 | - |
10.1767 | 93300 | 0.0006 | - |
10.1822 | 93350 | 0.0005 | - |
10.1876 | 93400 | 0.0003 | - |
10.1931 | 93450 | 0.0008 | - |
10.1985 | 93500 | 0.0006 | - |
10.2040 | 93550 | 0.0012 | - |
10.2094 | 93600 | 0.0013 | - |
10.2149 | 93650 | 0.0007 | - |
10.2203 | 93700 | 0.0006 | - |
10.2258 | 93750 | 0.002 | - |
10.2312 | 93800 | 0.0012 | - |
10.2367 | 93850 | 0.0012 | - |
10.2421 | 93900 | 0.0008 | - |
10.2476 | 93950 | 0.0014 | - |
10.2531 | 94000 | 0.0006 | - |
10.2585 | 94050 | 0.0007 | - |
10.2640 | 94100 | 0.0007 | - |
10.2694 | 94150 | 0.0013 | - |
10.2749 | 94200 | 0.0012 | - |
10.2803 | 94250 | 0.0014 | - |
10.2858 | 94300 | 0.0013 | - |
10.2912 | 94350 | 0.0007 | - |
10.2967 | 94400 | 0.0014 | - |
10.3021 | 94450 | 0.0014 | - |
10.3076 | 94500 | 0.0008 | - |
10.3130 | 94550 | 0.0011 | - |
10.3185 | 94600 | 0.0005 | - |
10.3240 | 94650 | 0.0007 | - |
10.3294 | 94700 | 0.001 | - |
10.3349 | 94750 | 0.0012 | - |
10.3403 | 94800 | 0.0013 | - |
10.3458 | 94850 | 0.0005 | - |
10.3512 | 94900 | 0.0003 | - |
10.3567 | 94950 | 0.0009 | - |
10.3621 | 95000 | 0.0008 | - |
10.3676 | 95050 | 0.001 | - |
10.3730 | 95100 | 0.0009 | - |
10.3785 | 95150 | 0.0005 | - |
10.3839 | 95200 | 0.0005 | - |
10.3894 | 95250 | 0.0009 | - |
10.3949 | 95300 | 0.0007 | - |
10.4003 | 95350 | 0.0011 | - |
10.4058 | 95400 | 0.0011 | - |
10.4112 | 95450 | 0.0006 | - |
10.4167 | 95500 | 0.0007 | - |
10.4221 | 95550 | 0.0005 | - |
10.4276 | 95600 | 0.0005 | - |
10.4330 | 95650 | 0.0 | - |
10.4385 | 95700 | 0.0006 | - |
10.4439 | 95750 | 0.0002 | - |
10.4494 | 95800 | 0.0004 | - |
10.4548 | 95850 | 0.0008 | - |
10.4603 | 95900 | 0.0008 | - |
10.4658 | 95950 | 0.001 | - |
10.4712 | 96000 | 0.0006 | - |
10.4767 | 96050 | 0.0006 | - |
10.4821 | 96100 | 0.0009 | - |
10.4876 | 96150 | 0.0004 | - |
10.4930 | 96200 | 0.0007 | - |
10.4985 | 96250 | 0.0003 | - |
10.5039 | 96300 | 0.0009 | - |
10.5094 | 96350 | 0.0011 | - |
10.5148 | 96400 | 0.0005 | - |
10.5203 | 96450 | 0.0002 | - |
10.5257 | 96500 | 0.0011 | - |
10.5312 | 96550 | 0.0008 | - |
10.5366 | 96600 | 0.0014 | - |
10.5421 | 96650 | 0.0008 | - |
10.5476 | 96700 | 0.0012 | - |
10.5530 | 96750 | 0.0009 | - |
10.5585 | 96800 | 0.0009 | - |
10.5639 | 96850 | 0.0015 | - |
10.5694 | 96900 | 0.0012 | - |
10.5748 | 96950 | 0.0019 | - |
10.5803 | 97000 | 0.0014 | - |
10.5857 | 97050 | 0.0011 | - |
10.5912 | 97100 | 0.0014 | - |
10.5966 | 97150 | 0.0008 | - |
10.6021 | 97200 | 0.0013 | - |
10.6075 | 97250 | 0.0013 | - |
10.6130 | 97300 | 0.0008 | - |
10.6185 | 97350 | 0.0014 | - |
10.6239 | 97400 | 0.0009 | - |
10.6294 | 97450 | 0.0007 | - |
10.6348 | 97500 | 0.0015 | - |
10.6403 | 97550 | 0.0009 | - |
10.6457 | 97600 | 0.0005 | - |
10.6512 | 97650 | 0.0009 | - |
10.6566 | 97700 | 0.0007 | - |
10.6621 | 97750 | 0.0007 | - |
10.6675 | 97800 | 0.0004 | - |
10.6730 | 97850 | 0.0005 | - |
10.6784 | 97900 | 0.0011 | - |
10.6839 | 97950 | 0.0014 | - |
10.6894 | 98000 | 0.0006 | - |
10.6948 | 98050 | 0.0009 | - |
10.7003 | 98100 | 0.001 | - |
10.7057 | 98150 | 0.0006 | - |
10.7112 | 98200 | 0.0005 | - |
10.7166 | 98250 | 0.0004 | - |
10.7221 | 98300 | 0.0004 | - |
10.7275 | 98350 | 0.0005 | - |
10.7330 | 98400 | 0.0004 | - |
10.7384 | 98450 | 0.0003 | - |
10.7439 | 98500 | 0.0005 | - |
10.7493 | 98550 | 0.0005 | - |
10.7548 | 98600 | 0.0002 | - |
10.7603 | 98650 | 0.0007 | - |
10.7657 | 98700 | 0.0014 | - |
10.7712 | 98750 | 0.0009 | - |
10.7766 | 98800 | 0.0004 | - |
10.7821 | 98850 | 0.0003 | - |
10.7875 | 98900 | 0.0008 | - |
10.7930 | 98950 | 0.0 | - |
10.7984 | 99000 | 0.0011 | - |
10.8039 | 99050 | 0.0008 | - |
10.8093 | 99100 | 0.0005 | - |
10.8148 | 99150 | 0.0009 | - |
10.8202 | 99200 | 0.0006 | - |
10.8257 | 99250 | 0.0006 | - |
10.8312 | 99300 | 0.0003 | - |
10.8366 | 99350 | 0.0009 | - |
10.8421 | 99400 | 0.0003 | - |
10.8475 | 99450 | 0.0002 | - |
10.8530 | 99500 | 0.0006 | - |
10.8584 | 99550 | 0.0009 | - |
10.8639 | 99600 | 0.0005 | - |
10.8693 | 99650 | 0.0004 | - |
10.8748 | 99700 | 0.0005 | - |
10.8802 | 99750 | 0.0009 | - |
10.8857 | 99800 | 0.0015 | - |
10.8911 | 99850 | 0.0008 | - |
10.8966 | 99900 | 0.0006 | - |
10.9021 | 99950 | 0.0014 | - |
10.9075 | 100000 | 0.0009 | - |
10.9130 | 100050 | 0.0011 | - |
10.9184 | 100100 | 0.0006 | - |
10.9239 | 100150 | 0.0013 | - |
10.9293 | 100200 | 0.0006 | - |
10.9348 | 100250 | 0.0004 | - |
10.9402 | 100300 | 0.0013 | - |
10.9457 | 100350 | 0.0013 | - |
10.9511 | 100400 | 0.0016 | - |
10.9566 | 100450 | 0.0007 | - |
10.9620 | 100500 | 0.0011 | - |
10.9675 | 100550 | 0.0006 | - |
10.9729 | 100600 | 0.001 | - |
10.9784 | 100650 | 0.001 | - |
10.9839 | 100700 | 0.0014 | - |
10.9893 | 100750 | 0.0022 | - |
10.9948 | 100800 | 0.0015 | - |
11.0002 | 100850 | 0.0011 | - |
11.0057 | 100900 | 0.0015 | - |
11.0111 | 100950 | 0.0005 | - |
11.0166 | 101000 | 0.0014 | - |
11.0220 | 101050 | 0.0004 | - |
11.0275 | 101100 | 0.0008 | - |
11.0329 | 101150 | 0.0009 | - |
11.0384 | 101200 | 0.0008 | - |
11.0438 | 101250 | 0.0009 | - |
11.0493 | 101300 | 0.0009 | - |
11.0548 | 101350 | 0.0002 | - |
11.0602 | 101400 | 0.0005 | - |
11.0657 | 101450 | 0.0014 | - |
11.0711 | 101500 | 0.0006 | - |
11.0766 | 101550 | 0.0005 | - |
11.0820 | 101600 | 0.0011 | - |
11.0875 | 101650 | 0.0008 | - |
11.0929 | 101700 | 0.0015 | - |
11.0984 | 101750 | 0.0011 | - |
11.1038 | 101800 | 0.0011 | - |
11.1093 | 101850 | 0.0007 | - |
11.1147 | 101900 | 0.0003 | - |
11.1202 | 101950 | 0.0012 | - |
11.1257 | 102000 | 0.0004 | - |
11.1311 | 102050 | 0.0008 | - |
11.1366 | 102100 | 0.0003 | - |
11.1420 | 102150 | 0.0005 | - |
11.1475 | 102200 | 0.0003 | - |
11.1529 | 102250 | 0.0011 | - |
11.1584 | 102300 | 0.0003 | - |
11.1638 | 102350 | 0.0005 | - |
11.1693 | 102400 | 0.0006 | - |
11.1747 | 102450 | 0.0005 | - |
11.1802 | 102500 | 0.0007 | - |
11.1856 | 102550 | 0.0007 | - |
11.1911 | 102600 | 0.0005 | - |
11.1966 | 102650 | 0.0008 | - |
11.2020 | 102700 | 0.0007 | - |
11.2075 | 102750 | 0.0003 | - |
11.2129 | 102800 | 0.0007 | - |
11.2184 | 102850 | 0.0008 | - |
11.2238 | 102900 | 0.0004 | - |
11.2293 | 102950 | 0.0009 | - |
11.2347 | 103000 | 0.0005 | - |
11.2402 | 103050 | 0.0 | - |
11.2456 | 103100 | 0.0008 | - |
11.2511 | 103150 | 0.0008 | - |
11.2565 | 103200 | 0.0009 | - |
11.2620 | 103250 | 0.0002 | - |
11.2675 | 103300 | 0.0004 | - |
11.2729 | 103350 | 0.0006 | - |
11.2784 | 103400 | 0.0004 | - |
11.2838 | 103450 | 0.0002 | - |
11.2893 | 103500 | 0.0005 | - |
11.2947 | 103550 | 0.0005 | - |
11.3002 | 103600 | 0.0005 | - |
11.3056 | 103650 | 0.0003 | - |
11.3111 | 103700 | 0.0006 | - |
11.3165 | 103750 | 0.0003 | - |
11.3220 | 103800 | 0.001 | - |
11.3274 | 103850 | 0.0006 | - |
11.3329 | 103900 | 0.0007 | - |
11.3384 | 103950 | 0.0016 | - |
11.3438 | 104000 | 0.0012 | - |
11.3493 | 104050 | 0.002 | - |
11.3547 | 104100 | 0.0015 | - |
11.3602 | 104150 | 0.0007 | - |
11.3656 | 104200 | 0.0005 | - |
11.3711 | 104250 | 0.0002 | - |
11.3765 | 104300 | 0.0009 | - |
11.3820 | 104350 | 0.0005 | - |
11.3874 | 104400 | 0.0011 | - |
11.3929 | 104450 | 0.0006 | - |
11.3983 | 104500 | 0.0007 | - |
11.4038 | 104550 | 0.0003 | - |
11.4092 | 104600 | 0.0011 | - |
11.4147 | 104650 | 0.001 | - |
11.4202 | 104700 | 0.0009 | - |
11.4256 | 104750 | 0.0006 | - |
11.4311 | 104800 | 0.001 | - |
11.4365 | 104850 | 0.0002 | - |
11.4420 | 104900 | 0.0005 | - |
11.4474 | 104950 | 0.0007 | - |
11.4529 | 105000 | 0.0008 | - |
11.4583 | 105050 | 0.0011 | - |
11.4638 | 105100 | 0.0002 | - |
11.4692 | 105150 | 0.0003 | - |
11.4747 | 105200 | 0.001 | - |
11.4801 | 105250 | 0.0002 | - |
11.4856 | 105300 | 0.0002 | - |
11.4911 | 105350 | 0.0004 | - |
11.4965 | 105400 | 0.0 | - |
11.5020 | 105450 | 0.0007 | - |
11.5074 | 105500 | 0.0002 | - |
11.5129 | 105550 | 0.0007 | - |
11.5183 | 105600 | 0.0004 | - |
11.5238 | 105650 | 0.0003 | - |
11.5292 | 105700 | 0.0004 | - |
11.5347 | 105750 | 0.0007 | - |
11.5401 | 105800 | 0.0021 | - |
11.5456 | 105850 | 0.0012 | - |
11.5510 | 105900 | 0.001 | - |
11.5565 | 105950 | 0.0005 | - |
11.5620 | 106000 | 0.0006 | - |
11.5674 | 106050 | 0.0004 | - |
11.5729 | 106100 | 0.0008 | - |
11.5783 | 106150 | 0.0005 | - |
11.5838 | 106200 | 0.0005 | - |
11.5892 | 106250 | 0.0009 | - |
11.5947 | 106300 | 0.0004 | - |
11.6001 | 106350 | 0.0005 | - |
11.6056 | 106400 | 0.001 | - |
11.6110 | 106450 | 0.0005 | - |
11.6165 | 106500 | 0.0005 | - |
11.6219 | 106550 | 0.0009 | - |
11.6274 | 106600 | 0.0011 | - |
11.6329 | 106650 | 0.0003 | - |
11.6383 | 106700 | 0.0003 | - |
11.6438 | 106750 | 0.0005 | - |
11.6492 | 106800 | 0.001 | - |
11.6547 | 106850 | 0.0006 | - |
11.6601 | 106900 | 0.0009 | - |
11.6656 | 106950 | 0.0008 | - |
11.6710 | 107000 | 0.0003 | - |
11.6765 | 107050 | 0.0003 | - |
11.6819 | 107100 | 0.0004 | - |
11.6874 | 107150 | 0.0006 | - |
11.6928 | 107200 | 0.0008 | - |
11.6983 | 107250 | 0.0006 | - |
11.7038 | 107300 | 0.0007 | - |
11.7092 | 107350 | 0.0006 | - |
11.7147 | 107400 | 0.0005 | - |
11.7201 | 107450 | 0.0007 | - |
11.7256 | 107500 | 0.0 | - |
11.7310 | 107550 | 0.0002 | - |
11.7365 | 107600 | 0.0011 | - |
11.7419 | 107650 | 0.0005 | - |
11.7474 | 107700 | 0.0006 | - |
11.7528 | 107750 | 0.0012 | - |
11.7583 | 107800 | 0.0004 | - |
11.7637 | 107850 | 0.0005 | - |
11.7692 | 107900 | 0.0012 | - |
11.7747 | 107950 | 0.0013 | - |
11.7801 | 108000 | 0.0007 | - |
11.7856 | 108050 | 0.0 | - |
11.7910 | 108100 | 0.0004 | - |
11.7965 | 108150 | 0.0001 | - |
11.8019 | 108200 | 0.0004 | - |
11.8074 | 108250 | 0.0004 | - |
11.8128 | 108300 | 0.0002 | - |
11.8183 | 108350 | 0.0007 | - |
11.8237 | 108400 | 0.0004 | - |
11.8292 | 108450 | 0.0002 | - |
11.8346 | 108500 | 0.0002 | - |
11.8401 | 108550 | 0.0007 | - |
11.8455 | 108600 | 0.0003 | - |
11.8510 | 108650 | 0.0008 | - |
11.8565 | 108700 | 0.0004 | - |
11.8619 | 108750 | 0.0007 | - |
11.8674 | 108800 | 0.0011 | - |
11.8728 | 108850 | 0.0008 | - |
11.8783 | 108900 | 0.0004 | - |
11.8837 | 108950 | 0.0005 | - |
11.8892 | 109000 | 0.0003 | - |
11.8946 | 109050 | 0.0009 | - |
11.9001 | 109100 | 0.0005 | - |
11.9055 | 109150 | 0.0004 | - |
11.9110 | 109200 | 0.0006 | - |
11.9164 | 109250 | 0.0005 | - |
11.9219 | 109300 | 0.0006 | - |
11.9274 | 109350 | 0.0002 | - |
11.9328 | 109400 | 0.0003 | - |
11.9383 | 109450 | 0.0005 | - |
11.9437 | 109500 | 0.0005 | - |
11.9492 | 109550 | 0.0006 | - |
11.9546 | 109600 | 0.0003 | - |
11.9601 | 109650 | 0.0009 | - |
11.9655 | 109700 | 0.0006 | - |
11.9710 | 109750 | 0.0006 | - |
11.9764 | 109800 | 0.0003 | - |
11.9819 | 109850 | 0.0005 | - |
11.9873 | 109900 | 0.0005 | - |
11.9928 | 109950 | 0.0006 | - |
11.9983 | 110000 | 0.0007 | - |
12.0037 | 110050 | 0.0 | - |
12.0092 | 110100 | 0.0003 | - |
12.0146 | 110150 | 0.0003 | - |
12.0201 | 110200 | 0.0006 | - |
12.0255 | 110250 | 0.0005 | - |
12.0310 | 110300 | 0.0005 | - |
12.0364 | 110350 | 0.0008 | - |
12.0419 | 110400 | 0.0002 | - |
12.0473 | 110450 | 0.0003 | - |
12.0528 | 110500 | 0.0002 | - |
12.0582 | 110550 | 0.0 | - |
12.0637 | 110600 | 0.0003 | - |
12.0692 | 110650 | 0.0003 | - |
12.0746 | 110700 | 0.0012 | - |
12.0801 | 110750 | 0.0008 | - |
12.0855 | 110800 | 0.0006 | - |
12.0910 | 110850 | 0.0005 | - |
12.0964 | 110900 | 0.0005 | - |
12.1019 | 110950 | 0.0008 | - |
12.1073 | 111000 | 0.0001 | - |
12.1128 | 111050 | 0.0005 | - |
12.1182 | 111100 | 0.0012 | - |
12.1237 | 111150 | 0.001 | - |
12.1291 | 111200 | 0.0014 | - |
12.1346 | 111250 | 0.0007 | - |
12.1401 | 111300 | 0.0012 | - |
12.1455 | 111350 | 0.0011 | - |
12.1510 | 111400 | 0.0009 | - |
12.1564 | 111450 | 0.0013 | - |
12.1619 | 111500 | 0.0008 | - |
12.1673 | 111550 | 0.0003 | - |
12.1728 | 111600 | 0.0007 | - |
12.1782 | 111650 | 0.0011 | - |
12.1837 | 111700 | 0.0006 | - |
12.1891 | 111750 | 0.0007 | - |
12.1946 | 111800 | 0.001 | - |
12.2000 | 111850 | 0.0011 | - |
12.2055 | 111900 | 0.0008 | - |
12.2110 | 111950 | 0.0007 | - |
12.2164 | 112000 | 0.0006 | - |
12.2219 | 112050 | 0.001 | - |
12.2273 | 112100 | 0.001 | - |
12.2328 | 112150 | 0.0012 | - |
12.2382 | 112200 | 0.0011 | - |
12.2437 | 112250 | 0.0009 | - |
12.2491 | 112300 | 0.0008 | - |
12.2546 | 112350 | 0.0009 | - |
12.2600 | 112400 | 0.0004 | - |
12.2655 | 112450 | 0.0004 | - |
12.2709 | 112500 | 0.001 | - |
12.2764 | 112550 | 0.0005 | - |
12.2818 | 112600 | 0.0008 | - |
12.2873 | 112650 | 0.0008 | - |
12.2928 | 112700 | 0.0006 | - |
12.2982 | 112750 | 0.0008 | - |
12.3037 | 112800 | 0.0008 | - |
12.3091 | 112850 | 0.0002 | - |
12.3146 | 112900 | 0.0006 | - |
12.3200 | 112950 | 0.0005 | - |
12.3255 | 113000 | 0.0005 | - |
12.3309 | 113050 | 0.0002 | - |
12.3364 | 113100 | 0.0002 | - |
12.3418 | 113150 | 0.0006 | - |
12.3473 | 113200 | 0.0003 | - |
12.3527 | 113250 | 0.0003 | - |
12.3582 | 113300 | 0.0005 | - |
12.3637 | 113350 | 0.0 | - |
12.3691 | 113400 | 0.0004 | - |
12.3746 | 113450 | 0.0002 | - |
12.3800 | 113500 | 0.0002 | - |
12.3855 | 113550 | 0.001 | - |
12.3909 | 113600 | 0.0002 | - |
12.3964 | 113650 | 0.0005 | - |
12.4018 | 113700 | 0.0006 | - |
12.4073 | 113750 | 0.0007 | - |
12.4127 | 113800 | 0.0002 | - |
12.4182 | 113850 | 0.0004 | - |
12.4236 | 113900 | 0.0009 | - |
12.4291 | 113950 | 0.0003 | - |
12.4346 | 114000 | 0.0003 | - |
12.4400 | 114050 | 0.0006 | - |
12.4455 | 114100 | 0.0009 | - |
12.4509 | 114150 | 0.0003 | - |
12.4564 | 114200 | 0.0008 | - |
12.4618 | 114250 | 0.0005 | - |
12.4673 | 114300 | 0.0006 | - |
12.4727 | 114350 | 0.0013 | - |
12.4782 | 114400 | 0.0008 | - |
12.4836 | 114450 | 0.0007 | - |
12.4891 | 114500 | 0.0007 | - |
12.4945 | 114550 | 0.0008 | - |
12.5 | 114600 | 0.0005 | - |
12.5055 | 114650 | 0.0005 | - |
12.5109 | 114700 | 0.0005 | - |
12.5164 | 114750 | 0.0002 | - |
12.5218 | 114800 | 0.0008 | - |
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12.5327 | 114900 | 0.0004 | - |
12.5382 | 114950 | 0.0001 | - |
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12.5600 | 115150 | 0.0006 | - |
12.5654 | 115200 | 0.0003 | - |
12.5709 | 115250 | 0.0004 | - |
12.5764 | 115300 | 0.0004 | - |
12.5818 | 115350 | 0.0006 | - |
12.5873 | 115400 | 0.0001 | - |
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12.5982 | 115500 | 0.0003 | - |
12.6036 | 115550 | 0.0007 | - |
12.6091 | 115600 | 0.0002 | - |
12.6145 | 115650 | 0.0007 | - |
12.6200 | 115700 | 0.0007 | - |
12.6254 | 115750 | 0.0001 | - |
12.6309 | 115800 | 0.0007 | - |
12.6363 | 115850 | 0.0003 | - |
12.6418 | 115900 | 0.0007 | - |
12.6473 | 115950 | 0.0004 | - |
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12.6636 | 116100 | 0.0002 | - |
12.6691 | 116150 | 0.0008 | - |
12.6745 | 116200 | 0.0009 | - |
12.6800 | 116250 | 0.0005 | - |
12.6854 | 116300 | 0.0001 | - |
12.6909 | 116350 | 0.0009 | - |
12.6963 | 116400 | 0.0002 | - |
12.7018 | 116450 | 0.0002 | - |
12.7072 | 116500 | 0.0003 | - |
12.7127 | 116550 | 0.0005 | - |
12.7182 | 116600 | 0.0 | - |
12.7236 | 116650 | 0.0006 | - |
12.7291 | 116700 | 0.0003 | - |
12.7345 | 116750 | 0.0003 | - |
12.7400 | 116800 | 0.0003 | - |
12.7454 | 116850 | 0.0007 | - |
12.7509 | 116900 | 0.0008 | - |
12.7563 | 116950 | 0.0005 | - |
12.7618 | 117000 | 0.0003 | - |
12.7672 | 117050 | 0.0004 | - |
12.7727 | 117100 | 0.0004 | - |
12.7781 | 117150 | 0.0 | - |
12.7836 | 117200 | 0.0005 | - |
12.7890 | 117250 | 0.0002 | - |
12.7945 | 117300 | 0.0002 | - |
12.8000 | 117350 | 0.0001 | - |
12.8054 | 117400 | 0.0005 | - |
12.8109 | 117450 | 0.0002 | - |
12.8163 | 117500 | 0.0007 | - |
12.8218 | 117550 | 0.0011 | - |
12.8272 | 117600 | 0.0004 | - |
12.8327 | 117650 | 0.0002 | - |
12.8381 | 117700 | 0.0002 | - |
12.8436 | 117750 | 0.0007 | - |
12.8490 | 117800 | 0.0005 | - |
12.8545 | 117850 | 0.0006 | - |
12.8599 | 117900 | 0.0004 | - |
12.8654 | 117950 | 0.0007 | - |
12.8709 | 118000 | 0.0008 | - |
12.8763 | 118050 | 0.0007 | - |
12.8818 | 118100 | 0.0011 | - |
12.8872 | 118150 | 0.0005 | - |
12.8927 | 118200 | 0.0003 | - |
12.8981 | 118250 | 0.0 | - |
12.9036 | 118300 | 0.0004 | - |
12.9090 | 118350 | 0.0003 | - |
12.9145 | 118400 | 0.0004 | - |
12.9199 | 118450 | 0.0006 | - |
12.9254 | 118500 | 0.0005 | - |
12.9308 | 118550 | 0.0002 | - |
12.9363 | 118600 | 0.0003 | - |
12.9418 | 118650 | 0.0005 | - |
12.9472 | 118700 | 0.0003 | - |
12.9527 | 118750 | 0.0002 | - |
12.9581 | 118800 | 0.0003 | - |
12.9636 | 118850 | 0.0003 | - |
12.9690 | 118900 | 0.0003 | - |
12.9745 | 118950 | 0.0005 | - |
12.9799 | 119000 | 0.0003 | - |
12.9854 | 119050 | 0.0006 | - |
12.9908 | 119100 | 0.0007 | - |
12.9963 | 119150 | 0.0 | - |
13.0017 | 119200 | 0.0002 | - |
13.0072 | 119250 | 0.0003 | - |
13.0127 | 119300 | 0.0005 | - |
13.0181 | 119350 | 0.0003 | - |
13.0236 | 119400 | 0.0002 | - |
13.0290 | 119450 | 0.0 | - |
13.0345 | 119500 | 0.0003 | - |
13.0399 | 119550 | 0.0009 | - |
13.0454 | 119600 | 0.0003 | - |
13.0508 | 119650 | 0.0007 | - |
13.0563 | 119700 | 0.0003 | - |
13.0617 | 119750 | 0.0002 | - |
13.0672 | 119800 | 0.0003 | - |
13.0726 | 119850 | 0.0003 | - |
13.0781 | 119900 | 0.0006 | - |
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13.0890 | 120000 | 0.0002 | - |
13.0945 | 120050 | 0.0005 | - |
13.0999 | 120100 | 0.0003 | - |
13.1054 | 120150 | 0.0003 | - |
13.1108 | 120200 | 0.0003 | - |
13.1163 | 120250 | 0.0 | - |
13.1217 | 120300 | 0.0002 | - |
13.1272 | 120350 | 0.0006 | - |
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13.1381 | 120450 | 0.0 | - |
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13.1872 | 120900 | 0.0 | - |
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13.1981 | 121000 | 0.0003 | - |
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13.2090 | 121100 | 0.0009 | - |
13.2144 | 121150 | 0.0013 | - |
13.2199 | 121200 | 0.0014 | - |
13.2253 | 121250 | 0.0013 | - |
13.2308 | 121300 | 0.0007 | - |
13.2363 | 121350 | 0.0008 | - |
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13.2472 | 121450 | 0.0003 | - |
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13.3944 | 122800 | 0.0012 | - |
13.3999 | 122850 | 0.0003 | - |
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13.4162 | 123000 | 0.0003 | - |
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13.6071 | 124750 | 0.0004 | - |
13.6126 | 124800 | 0.0003 | - |
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13.6235 | 124900 | 0.0 | - |
13.6289 | 124950 | 0.0002 | - |
13.6344 | 125000 | 0.0006 | - |
13.6398 | 125050 | 0.0 | - |
13.6453 | 125100 | 0.0009 | - |
13.6507 | 125150 | 0.0004 | - |
13.6562 | 125200 | 0.0002 | - |
13.6616 | 125250 | 0.0005 | - |
13.6671 | 125300 | 0.0002 | - |
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13.6944 | 125550 | 0.0003 | - |
13.6998 | 125600 | 0.0002 | - |
13.7053 | 125650 | 0.0003 | - |
13.7107 | 125700 | 0.0002 | - |
13.7162 | 125750 | 0.0005 | - |
13.7216 | 125800 | 0.0002 | - |
13.7271 | 125850 | 0.0009 | - |
13.7325 | 125900 | 0.0002 | - |
13.7380 | 125950 | 0.0007 | - |
13.7435 | 126000 | 0.0008 | - |
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13.7544 | 126100 | 0.0005 | - |
13.7598 | 126150 | 0.0006 | - |
13.7653 | 126200 | 0.0002 | - |
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13.7762 | 126300 | 0.0004 | - |
13.7816 | 126350 | 0.0004 | - |
13.7871 | 126400 | 0.0005 | - |
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13.8362 | 126850 | 0.0002 | - |
13.8416 | 126900 | 0.0002 | - |
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13.8525 | 127000 | 0.0003 | - |
13.8580 | 127050 | 0.0001 | - |
13.8634 | 127100 | 0.0003 | - |
13.8689 | 127150 | 0.0002 | - |
13.8743 | 127200 | 0.0003 | - |
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13.8853 | 127300 | 0.0002 | - |
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13.8962 | 127400 | 0.0001 | - |
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13.9071 | 127500 | 0.0002 | - |
13.9125 | 127550 | 0.0 | - |
13.9180 | 127600 | 0.0008 | - |
13.9234 | 127650 | 0.0003 | - |
13.9289 | 127700 | 0.0005 | - |
13.9343 | 127750 | 0.0006 | - |
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13.9562 | 127950 | 0.0003 | - |
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13.9671 | 128050 | 0.0003 | - |
13.9725 | 128100 | 0.0004 | - |
13.9780 | 128150 | 0.0002 | - |
13.9834 | 128200 | 0.0002 | - |
13.9889 | 128250 | 0.0009 | - |
13.9943 | 128300 | 0.0003 | - |
13.9998 | 128350 | 0.0003 | - |
14.0052 | 128400 | 0.0002 | - |
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14.0161 | 128500 | 0.0006 | - |
14.0216 | 128550 | 0.0007 | - |
14.0271 | 128600 | 0.0005 | - |
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14.0598 | 128900 | 0.0003 | - |
14.0652 | 128950 | 0.0004 | - |
14.0707 | 129000 | 0.0003 | - |
14.0761 | 129050 | 0.0006 | - |
14.0816 | 129100 | 0.0005 | - |
14.0870 | 129150 | 0.0003 | - |
14.0925 | 129200 | 0.0003 | - |
14.0979 | 129250 | 0.0003 | - |
14.1034 | 129300 | 0.0003 | - |
14.1089 | 129350 | 0.0002 | - |
14.1143 | 129400 | 0.0002 | - |
14.1198 | 129450 | 0.0002 | - |
14.1252 | 129500 | 0.0004 | - |
14.1307 | 129550 | 0.0005 | - |
14.1361 | 129600 | 0.0005 | - |
14.1416 | 129650 | 0.0003 | - |
14.1470 | 129700 | 0.0003 | - |
14.1525 | 129750 | 0.0 | - |
14.1579 | 129800 | 0.0002 | - |
14.1634 | 129850 | 0.0003 | - |
14.1688 | 129900 | 0.0002 | - |
14.1743 | 129950 | 0.0 | - |
14.1798 | 130000 | 0.0 | - |
14.1852 | 130050 | 0.0 | - |
14.1907 | 130100 | 0.0004 | - |
14.1961 | 130150 | 0.0003 | - |
14.2016 | 130200 | 0.0 | - |
14.2070 | 130250 | 0.0 | - |
14.2125 | 130300 | 0.0002 | - |
14.2179 | 130350 | 0.0 | - |
14.2234 | 130400 | 0.0002 | - |
14.2288 | 130450 | 0.0005 | - |
14.2343 | 130500 | 0.0002 | - |
14.2397 | 130550 | 0.0002 | - |
14.2452 | 130600 | 0.0003 | - |
14.2507 | 130650 | 0.0 | - |
14.2561 | 130700 | 0.0003 | - |
14.2616 | 130750 | 0.0002 | - |
14.2670 | 130800 | 0.0 | - |
14.2725 | 130850 | 0.0002 | - |
14.2779 | 130900 | 0.0001 | - |
14.2834 | 130950 | 0.0006 | - |
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14.2997 | 131100 | 0.0003 | - |
14.3052 | 131150 | 0.0 | - |
14.3106 | 131200 | 0.0002 | - |
14.3161 | 131250 | 0.0003 | - |
14.3216 | 131300 | 0.0002 | - |
14.3270 | 131350 | 0.0003 | - |
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14.3379 | 131450 | 0.0002 | - |
14.3434 | 131500 | 0.0002 | - |
14.3488 | 131550 | 0.0 | - |
14.3543 | 131600 | 0.0 | - |
14.3597 | 131650 | 0.0 | - |
14.3652 | 131700 | 0.0002 | - |
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14.3761 | 131800 | 0.0005 | - |
14.3815 | 131850 | 0.0003 | - |
14.3870 | 131900 | 0.0002 | - |
14.3925 | 131950 | 0.0002 | - |
14.3979 | 132000 | 0.0003 | - |
14.4034 | 132050 | 0.0 | - |
14.4088 | 132100 | 0.0003 | - |
14.4143 | 132150 | 0.0002 | - |
14.4197 | 132200 | 0.0003 | - |
14.4252 | 132250 | 0.0006 | - |
14.4306 | 132300 | 0.0005 | - |
14.4361 | 132350 | 0.0002 | - |
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14.4470 | 132450 | 0.0003 | - |
14.4524 | 132500 | 0.0002 | - |
14.4579 | 132550 | 0.0011 | - |
14.4634 | 132600 | 0.0003 | - |
14.4688 | 132650 | 0.0 | - |
14.4743 | 132700 | 0.0003 | - |
14.4797 | 132750 | 0.0003 | - |
14.4852 | 132800 | 0.0004 | - |
14.4906 | 132850 | 0.0002 | - |
14.4961 | 132900 | 0.0003 | - |
14.5015 | 132950 | 0.0015 | - |
14.5070 | 133000 | 0.001 | - |
14.5124 | 133050 | 0.0007 | - |
14.5179 | 133100 | 0.0007 | - |
14.5233 | 133150 | 0.0003 | - |
14.5288 | 133200 | 0.0006 | - |
14.5342 | 133250 | 0.0003 | - |
14.5397 | 133300 | 0.0009 | - |
14.5452 | 133350 | 0.0003 | - |
14.5506 | 133400 | 0.0007 | - |
14.5561 | 133450 | 0.0003 | - |
14.5615 | 133500 | 0.0001 | - |
14.5670 | 133550 | 0.0004 | - |
14.5724 | 133600 | 0.0006 | - |
14.5779 | 133650 | 0.0005 | - |
14.5833 | 133700 | 0.0006 | - |
14.5888 | 133750 | 0.0002 | - |
14.5942 | 133800 | 0.0004 | - |
14.5997 | 133850 | 0.0006 | - |
14.6051 | 133900 | 0.0002 | - |
14.6106 | 133950 | 0.0008 | - |
14.6161 | 134000 | 0.0 | - |
14.6215 | 134050 | 0.0003 | - |
14.6270 | 134100 | 0.0006 | - |
14.6324 | 134150 | 0.0002 | - |
14.6379 | 134200 | 0.0003 | - |
14.6433 | 134250 | 0.0002 | - |
14.6488 | 134300 | 0.0 | - |
14.6542 | 134350 | 0.0002 | - |
14.6597 | 134400 | 0.0007 | - |
14.6651 | 134450 | 0.0002 | - |
14.6706 | 134500 | 0.0002 | - |
14.6760 | 134550 | 0.0001 | - |
14.6815 | 134600 | 0.0001 | - |
14.6870 | 134650 | 0.0001 | - |
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14.6979 | 134750 | 0.0003 | - |
14.7033 | 134800 | 0.0008 | - |
14.7088 | 134850 | 0.0004 | - |
14.7142 | 134900 | 0.0007 | - |
14.7197 | 134950 | 0.0 | - |
14.7251 | 135000 | 0.0005 | - |
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14.7360 | 135100 | 0.0002 | - |
14.7415 | 135150 | 0.0002 | - |
14.7469 | 135200 | 0.0001 | - |
14.7524 | 135250 | 0.0001 | - |
14.7579 | 135300 | 0.0002 | - |
14.7633 | 135350 | 0.0002 | - |
14.7688 | 135400 | 0.0 | - |
14.7742 | 135450 | 0.0002 | - |
14.7797 | 135500 | 0.0003 | - |
14.7851 | 135550 | 0.0002 | - |
14.7906 | 135600 | 0.0002 | - |
14.7960 | 135650 | 0.0003 | - |
14.8015 | 135700 | 0.0 | - |
14.8069 | 135750 | 0.0002 | - |
14.8124 | 135800 | 0.0003 | - |
14.8178 | 135850 | 0.0004 | - |
14.8233 | 135900 | 0.0008 | - |
14.8288 | 135950 | 0.0009 | - |
14.8342 | 136000 | 0.0005 | - |
14.8397 | 136050 | 0.0005 | - |
14.8451 | 136100 | 0.0012 | - |
14.8506 | 136150 | 0.0007 | - |
14.8560 | 136200 | 0.0006 | - |
14.8615 | 136250 | 0.0007 | - |
14.8669 | 136300 | 0.0006 | - |
14.8724 | 136350 | 0.001 | - |
14.8778 | 136400 | 0.0003 | - |
14.8833 | 136450 | 0.0006 | - |
14.8887 | 136500 | 0.0003 | - |
14.8942 | 136550 | 0.0004 | - |
14.8997 | 136600 | 0.0009 | - |
14.9051 | 136650 | 0.0004 | - |
14.9106 | 136700 | 0.0009 | - |
14.9160 | 136750 | 0.0002 | - |
14.9215 | 136800 | 0.0003 | - |
14.9269 | 136850 | 0.0002 | - |
14.9324 | 136900 | 0.0004 | - |
14.9378 | 136950 | 0.0004 | - |
14.9433 | 137000 | 0.0001 | - |
14.9487 | 137050 | 0.0004 | - |
14.9542 | 137100 | 0.0004 | - |
14.9596 | 137150 | 0.0002 | - |
14.9651 | 137200 | 0.0006 | - |
14.9705 | 137250 | 0.0 | - |
14.9760 | 137300 | 0.0002 | - |
14.9815 | 137350 | 0.0001 | - |
14.9869 | 137400 | 0.0001 | - |
14.9924 | 137450 | 0.0003 | - |
14.9978 | 137500 | 0.0003 | - |
15.0033 | 137550 | 0.0003 | - |
15.0087 | 137600 | 0.0001 | - |
15.0142 | 137650 | 0.0003 | - |
15.0196 | 137700 | 0.0004 | - |
15.0251 | 137750 | 0.0002 | - |
15.0305 | 137800 | 0.0002 | - |
15.0360 | 137850 | 0.0001 | - |
15.0414 | 137900 | 0.0001 | - |
15.0469 | 137950 | 0.0002 | - |
15.0524 | 138000 | 0.0002 | - |
15.0578 | 138050 | 0.0005 | - |
15.0633 | 138100 | 0.0 | - |
15.0687 | 138150 | 0.0 | - |
15.0742 | 138200 | 0.0 | - |
15.0796 | 138250 | 0.0003 | - |
15.0851 | 138300 | 0.0001 | - |
15.0905 | 138350 | 0.0 | - |
15.0960 | 138400 | 0.0 | - |
15.1014 | 138450 | 0.0 | - |
15.1069 | 138500 | 0.0002 | - |
15.1123 | 138550 | 0.0004 | - |
15.1178 | 138600 | 0.0001 | - |
15.1233 | 138650 | 0.0001 | - |
15.1287 | 138700 | 0.0002 | - |
15.1342 | 138750 | 0.0 | - |
15.1396 | 138800 | 0.0 | - |
15.1451 | 138850 | 0.0 | - |
15.1505 | 138900 | 0.0002 | - |
15.1560 | 138950 | 0.0001 | - |
15.1614 | 139000 | 0.0 | - |
15.1669 | 139050 | 0.0 | - |
15.1723 | 139100 | 0.0001 | - |
15.1778 | 139150 | 0.0 | - |
15.1832 | 139200 | 0.0 | - |
15.1887 | 139250 | 0.0 | - |
15.1942 | 139300 | 0.0002 | - |
15.1996 | 139350 | 0.0 | - |
15.2051 | 139400 | 0.0002 | - |
15.2105 | 139450 | 0.0002 | - |
15.2160 | 139500 | 0.0002 | - |
15.2214 | 139550 | 0.0 | - |
15.2269 | 139600 | 0.0 | - |
15.2323 | 139650 | 0.0 | - |
15.2378 | 139700 | 0.0 | - |
15.2432 | 139750 | 0.0002 | - |
15.2487 | 139800 | 0.0002 | - |
15.2541 | 139850 | 0.0 | - |
15.2596 | 139900 | 0.0003 | - |
15.2651 | 139950 | 0.0001 | - |
15.2705 | 140000 | 0.0 | - |
15.2760 | 140050 | 0.0001 | - |
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15.2923 | 140200 | 0.0005 | - |
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15.3087 | 140350 | 0.0007 | - |
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15.3250 | 140500 | 0.0003 | - |
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15.3414 | 140650 | 0.0001 | - |
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15.3523 | 140750 | 0.0007 | - |
15.3578 | 140800 | 0.0003 | - |
15.3632 | 140850 | 0.0002 | - |
15.3687 | 140900 | 0.0005 | - |
15.3741 | 140950 | 0.0 | - |
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15.4014 | 141200 | 0.0002 | - |
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15.4287 | 141450 | 0.0002 | - |
15.4341 | 141500 | 0.0007 | - |
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15.4559 | 141700 | 0.0003 | - |
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15.4777 | 141900 | 0.0003 | - |
15.4832 | 141950 | 0.0 | - |
15.4887 | 142000 | 0.0 | - |
15.4941 | 142050 | 0.0 | - |
15.4996 | 142100 | 0.0004 | - |
15.5050 | 142150 | 0.0003 | - |
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17.1957 | 157650 | 0.0006 | - |
17.2011 | 157700 | 0.0003 | - |
17.2066 | 157750 | 0.0 | - |
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17.2339 | 158000 | 0.0 | - |
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17.2448 | 158100 | 0.0002 | - |
17.2502 | 158150 | 0.0002 | - |
17.2557 | 158200 | 0.0 | - |
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17.2666 | 158300 | 0.0 | - |
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17.3538 | 159100 | 0.0002 | - |
17.3593 | 159150 | 0.0 | - |
17.3647 | 159200 | 0.0001 | - |
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17.9701 | 164750 | 0.0001 | - |
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18.1719 | 166600 | 0.0 | - |
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20.8497 | 191150 | 0.0002 | - |
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20.8715 | 191350 | 0.0001 | - |
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21.7932 | 199800 | 0.0002 | - |
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21.9077 | 200850 | 0.0001 | - |
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21.9786 | 201500 | 0.0 | - |
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23.1675 | 212400 | 0.0001 | - |
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29.0031 | 265900 | 0.0 | - |
29.0085 | 265950 | 0.0 | - |
29.0140 | 266000 | 0.0 | - |
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29.3194 | 268800 | 0.0002 | - |
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29.9956 | 275000 | 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
@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}
}
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