Hugging Face's logo

chromefan
/
vit-base-game-icons

Image Classification
Transformers
PyTorch
TensorBoard
vit
vision
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
2
chromefan commited on
Commit
75d56c1
•
1 Parent(s): bafccf6

games-ad

Browse files
Files changed (8) hide show
  1. README.md +1015 -20
  2. all_results.json +10 -10
  3. config.json +72 -70
  4. eval_results.json +6 -6
  5. pytorch_model.bin +2 -2
  6. train_results.json +5 -5
  7. trainer_state.json +0 -0
  8. training_args.bin +2 -2
README.md CHANGED
@@ -9,32 +9,32 @@ datasets:
9
  metrics:
10
  - accuracy
11
  model-index:
12
- - name: vit-base-game-icons
13
  results:
14
  - task:
15
  name: Image Classification
16
  type: image-classification
17
  dataset:
18
- name: ./data/game-icons
19
  type: imagefolder
20
- config: game-icons
21
  split: train
22
- args: game-icons
23
  metrics:
24
  - name: Accuracy
25
  type: accuracy
26
- value: 0.667741935483871
27
  ---
28
 
29
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
30
  should probably proofread and complete it, then remove this comment. -->
31
 
32
- # vit-base-game-icons
33
 
34
- This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the ./data/game-icons dataset.
35
  It achieves the following results on the evaluation set:
36
- - Loss: 1.1343
37
- - Accuracy: 0.6677
38
 
39
  ## Model description
40
 
@@ -54,22 +54,1017 @@ More information needed
54
 
55
  The following hyperparameters were used during training:
56
  - learning_rate: 2e-05
57
- - train_batch_size: 8
58
- - eval_batch_size: 8
59
- - seed: 1337
60
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
61
  - lr_scheduler_type: linear
62
- - num_epochs: 5.0
63
 
64
  ### Training results
65
 
66
- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
- |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
- | 1.3532 | 1.0 | 440 | 1.4272 | 0.6 |
69
- | 1.2843 | 2.0 | 880 | 1.2953 | 0.6032 |
70
- | 1.1254 | 3.0 | 1320 | 1.2201 | 0.6339 |
71
- | 1.5579 | 4.0 | 1760 | 1.1343 | 0.6677 |
72
- | 1.2813 | 5.0 | 2200 | 1.1693 | 0.6548 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
73
 
74
 
75
  ### Framework versions
 
9
  metrics:
10
  - accuracy
11
  model-index:
12
+ - name: game-ad-0306_outputs
13
  results:
14
  - task:
15
  name: Image Classification
16
  type: image-classification
17
  dataset:
18
+ name: ./data/games-ad-0306
19
  type: imagefolder
20
+ config: games-ad-0306
21
  split: train
22
+ args: games-ad-0306
23
  metrics:
24
  - name: Accuracy
25
  type: accuracy
26
+ value: 0.3024054982817869
27
  ---
28
 
29
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
30
  should probably proofread and complete it, then remove this comment. -->
31
 
32
+ # game-ad-0306_outputs
33
 
34
+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the ./data/games-ad-0306 dataset.
35
  It achieves the following results on the evaluation set:
36
+ - Loss: 2.6235
37
+ - Accuracy: 0.3024
38
 
39
  ## Model description
40
 
 
54
 
55
  The following hyperparameters were used during training:
56
  - learning_rate: 2e-05
57
+ - train_batch_size: 16
58
+ - eval_batch_size: 16
59
+ - seed: 13373
60
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
61
  - lr_scheduler_type: linear
62
+ - num_epochs: 1000.0
63
 
64
  ### Training results
65
 
66
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
+ |:-------------:|:------:|:------:|:---------------:|:--------:|
68
+ | 3.2891 | 1.0 | 103 | 3.0266 | 0.2165 |
69
+ | 2.9971 | 2.0 | 206 | 2.9194 | 0.2302 |
70
+ | 2.9151 | 3.0 | 309 | 2.8731 | 0.2474 |
71
+ | 2.8579 | 4.0 | 412 | 2.8072 | 0.2715 |
72
+ | 2.7768 | 5.0 | 515 | 2.7918 | 0.2577 |
73
+ | 2.7184 | 6.0 | 618 | 2.7296 | 0.2818 |
74
+ | 2.648 | 7.0 | 721 | 2.7044 | 0.2921 |
75
+ | 2.5884 | 8.0 | 824 | 2.7190 | 0.2680 |
76
+ | 2.5146 | 9.0 | 927 | 2.6942 | 0.2784 |
77
+ | 2.4384 | 10.0 | 1030 | 2.6877 | 0.2921 |
78
+ | 2.442 | 11.0 | 1133 | 2.6412 | 0.2818 |
79
+ | 2.3099 | 12.0 | 1236 | 2.6331 | 0.2852 |
80
+ | 2.2685 | 13.0 | 1339 | 2.6451 | 0.2990 |
81
+ | 2.182 | 14.0 | 1442 | 2.6927 | 0.2715 |
82
+ | 2.1421 | 15.0 | 1545 | 2.6615 | 0.3162 |
83
+ | 2.0483 | 16.0 | 1648 | 2.6500 | 0.3230 |
84
+ | 1.9884 | 17.0 | 1751 | 2.6527 | 0.2990 |
85
+ | 1.9316 | 18.0 | 1854 | 2.6736 | 0.2990 |
86
+ | 1.8785 | 19.0 | 1957 | 2.6391 | 0.2921 |
87
+ | 1.788 | 20.0 | 2060 | 2.7002 | 0.3127 |
88
+ | 1.7115 | 21.0 | 2163 | 2.8321 | 0.2715 |
89
+ | 1.6929 | 22.0 | 2266 | 2.6235 | 0.3024 |
90
+ | 1.6239 | 23.0 | 2369 | 2.6378 | 0.3058 |
91
+ | 1.5387 | 24.0 | 2472 | 2.6888 | 0.3127 |
92
+ | 1.5095 | 25.0 | 2575 | 2.6888 | 0.3127 |
93
+ | 1.4153 | 26.0 | 2678 | 2.6771 | 0.2715 |
94
+ | 1.4254 | 27.0 | 2781 | 2.7354 | 0.2887 |
95
+ | 1.3351 | 28.0 | 2884 | 2.7175 | 0.2990 |
96
+ | 1.2955 | 29.0 | 2987 | 2.7679 | 0.2818 |
97
+ | 1.2232 | 30.0 | 3090 | 2.7784 | 0.2921 |
98
+ | 1.2115 | 31.0 | 3193 | 2.8496 | 0.2749 |
99
+ | 1.1656 | 32.0 | 3296 | 2.7899 | 0.2818 |
100
+ | 1.1419 | 33.0 | 3399 | 2.7646 | 0.2715 |
101
+ | 1.0481 | 34.0 | 3502 | 2.8416 | 0.2715 |
102
+ | 0.9763 | 35.0 | 3605 | 2.8370 | 0.3024 |
103
+ | 0.9452 | 36.0 | 3708 | 2.7904 | 0.2955 |
104
+ | 0.9178 | 37.0 | 3811 | 2.8309 | 0.2715 |
105
+ | 0.9115 | 38.0 | 3914 | 2.8584 | 0.3093 |
106
+ | 0.8472 | 39.0 | 4017 | 2.9066 | 0.2612 |
107
+ | 0.8323 | 40.0 | 4120 | 2.8630 | 0.2921 |
108
+ | 0.7622 | 41.0 | 4223 | 3.0020 | 0.2680 |
109
+ | 0.7531 | 42.0 | 4326 | 2.8885 | 0.2921 |
110
+ | 0.7054 | 43.0 | 4429 | 2.8820 | 0.2818 |
111
+ | 0.685 | 44.0 | 4532 | 2.8764 | 0.3162 |
112
+ | 0.7206 | 45.0 | 4635 | 2.8659 | 0.3162 |
113
+ | 0.6304 | 46.0 | 4738 | 2.9537 | 0.2887 |
114
+ | 0.6369 | 47.0 | 4841 | 2.9660 | 0.2509 |
115
+ | 0.6161 | 48.0 | 4944 | 3.1112 | 0.2543 |
116
+ | 0.618 | 49.0 | 5047 | 2.9729 | 0.2990 |
117
+ | 0.556 | 50.0 | 5150 | 2.9870 | 0.2921 |
118
+ | 0.5314 | 51.0 | 5253 | 2.9934 | 0.3093 |
119
+ | 0.5502 | 52.0 | 5356 | 2.9379 | 0.2818 |
120
+ | 0.4958 | 53.0 | 5459 | 3.0344 | 0.3024 |
121
+ | 0.4896 | 54.0 | 5562 | 2.9924 | 0.2749 |
122
+ | 0.4803 | 55.0 | 5665 | 3.0161 | 0.3127 |
123
+ | 0.4554 | 56.0 | 5768 | 3.0221 | 0.2818 |
124
+ | 0.4591 | 57.0 | 5871 | 3.0461 | 0.3024 |
125
+ | 0.4349 | 58.0 | 5974 | 3.1377 | 0.3265 |
126
+ | 0.4127 | 59.0 | 6077 | 3.0169 | 0.2955 |
127
+ | 0.3973 | 60.0 | 6180 | 3.0338 | 0.2818 |
128
+ | 0.4109 | 61.0 | 6283 | 3.0638 | 0.2818 |
129
+ | 0.3872 | 62.0 | 6386 | 3.0810 | 0.2818 |
130
+ | 0.3693 | 63.0 | 6489 | 3.2003 | 0.2715 |
131
+ | 0.3457 | 64.0 | 6592 | 3.0843 | 0.2990 |
132
+ | 0.3521 | 65.0 | 6695 | 3.1623 | 0.3058 |
133
+ | 0.3625 | 66.0 | 6798 | 3.0036 | 0.3299 |
134
+ | 0.3339 | 67.0 | 6901 | 3.2389 | 0.2921 |
135
+ | 0.3378 | 68.0 | 7004 | 3.2493 | 0.2990 |
136
+ | 0.2981 | 69.0 | 7107 | 3.1308 | 0.2955 |
137
+ | 0.3023 | 70.0 | 7210 | 3.2455 | 0.3093 |
138
+ | 0.3076 | 71.0 | 7313 | 3.2725 | 0.2887 |
139
+ | 0.3201 | 72.0 | 7416 | 3.2563 | 0.2887 |
140
+ | 0.3083 | 73.0 | 7519 | 3.2520 | 0.2921 |
141
+ | 0.2906 | 74.0 | 7622 | 3.3344 | 0.3093 |
142
+ | 0.2721 | 75.0 | 7725 | 3.1952 | 0.2852 |
143
+ | 0.2873 | 76.0 | 7828 | 3.2529 | 0.3058 |
144
+ | 0.278 | 77.0 | 7931 | 3.3428 | 0.2818 |
145
+ | 0.2573 | 78.0 | 8034 | 3.3216 | 0.2784 |
146
+ | 0.2578 | 79.0 | 8137 | 3.4178 | 0.2955 |
147
+ | 0.2774 | 80.0 | 8240 | 3.3449 | 0.2818 |
148
+ | 0.2762 | 81.0 | 8343 | 3.3452 | 0.2749 |
149
+ | 0.2504 | 82.0 | 8446 | 3.5792 | 0.2955 |
150
+ | 0.2552 | 83.0 | 8549 | 3.3478 | 0.2818 |
151
+ | 0.2541 | 84.0 | 8652 | 3.4902 | 0.2784 |
152
+ | 0.2616 | 85.0 | 8755 | 3.2829 | 0.3127 |
153
+ | 0.2079 | 86.0 | 8858 | 3.5287 | 0.3162 |
154
+ | 0.2538 | 87.0 | 8961 | 3.4731 | 0.3196 |
155
+ | 0.2485 | 88.0 | 9064 | 3.5998 | 0.2646 |
156
+ | 0.2714 | 89.0 | 9167 | 3.4567 | 0.2921 |
157
+ | 0.232 | 90.0 | 9270 | 3.5061 | 0.2818 |
158
+ | 0.2577 | 91.0 | 9373 | 3.5370 | 0.2921 |
159
+ | 0.2232 | 92.0 | 9476 | 3.5062 | 0.2509 |
160
+ | 0.2351 | 93.0 | 9579 | 3.5592 | 0.2784 |
161
+ | 0.2299 | 94.0 | 9682 | 3.5167 | 0.3333 |
162
+ | 0.2415 | 95.0 | 9785 | 3.6283 | 0.2887 |
163
+ | 0.2265 | 96.0 | 9888 | 3.4819 | 0.2852 |
164
+ | 0.2448 | 97.0 | 9991 | 3.5793 | 0.2990 |
165
+ | 0.2141 | 98.0 | 10094 | 3.5728 | 0.2887 |
166
+ | 0.1979 | 99.0 | 10197 | 3.4685 | 0.2921 |
167
+ | 0.2077 | 100.0 | 10300 | 3.5586 | 0.3230 |
168
+ | 0.1854 | 101.0 | 10403 | 3.5650 | 0.3162 |
169
+ | 0.2017 | 102.0 | 10506 | 3.4760 | 0.2921 |
170
+ | 0.2119 | 103.0 | 10609 | 3.5531 | 0.2784 |
171
+ | 0.2314 | 104.0 | 10712 | 3.5118 | 0.3024 |
172
+ | 0.212 | 105.0 | 10815 | 3.5496 | 0.3196 |
173
+ | 0.197 | 106.0 | 10918 | 3.6080 | 0.2543 |
174
+ | 0.2067 | 107.0 | 11021 | 3.6217 | 0.2887 |
175
+ | 0.1896 | 108.0 | 11124 | 3.6446 | 0.3230 |
176
+ | 0.198 | 109.0 | 11227 | 3.7699 | 0.2784 |
177
+ | 0.2152 | 110.0 | 11330 | 3.6709 | 0.3162 |
178
+ | 0.2121 | 111.0 | 11433 | 3.6266 | 0.3368 |
179
+ | 0.1869 | 112.0 | 11536 | 3.6681 | 0.2955 |
180
+ | 0.1927 | 113.0 | 11639 | 3.7305 | 0.3162 |
181
+ | 0.2259 | 114.0 | 11742 | 3.6302 | 0.3127 |
182
+ | 0.1809 | 115.0 | 11845 | 3.6301 | 0.3093 |
183
+ | 0.2071 | 116.0 | 11948 | 3.7288 | 0.3127 |
184
+ | 0.1977 | 117.0 | 12051 | 3.6467 | 0.3058 |
185
+ | 0.1902 | 118.0 | 12154 | 3.7039 | 0.3093 |
186
+ | 0.1996 | 119.0 | 12257 | 3.9013 | 0.3093 |
187
+ | 0.2122 | 120.0 | 12360 | 3.8228 | 0.2990 |
188
+ | 0.1702 | 121.0 | 12463 | 3.7118 | 0.3162 |
189
+ | 0.1889 | 122.0 | 12566 | 3.7211 | 0.3162 |
190
+ | 0.1857 | 123.0 | 12669 | 3.8894 | 0.2509 |
191
+ | 0.2003 | 124.0 | 12772 | 3.6575 | 0.3093 |
192
+ | 0.202 | 125.0 | 12875 | 3.7925 | 0.3333 |
193
+ | 0.1722 | 126.0 | 12978 | 3.8188 | 0.2818 |
194
+ | 0.1716 | 127.0 | 13081 | 3.9584 | 0.3162 |
195
+ | 0.1598 | 128.0 | 13184 | 3.7732 | 0.3265 |
196
+ | 0.1825 | 129.0 | 13287 | 3.8038 | 0.3196 |
197
+ | 0.1716 | 130.0 | 13390 | 3.7606 | 0.3196 |
198
+ | 0.179 | 131.0 | 13493 | 3.7458 | 0.2955 |
199
+ | 0.1817 | 132.0 | 13596 | 3.8413 | 0.2955 |
200
+ | 0.1606 | 133.0 | 13699 | 3.8766 | 0.3196 |
201
+ | 0.1625 | 134.0 | 13802 | 3.8188 | 0.3230 |
202
+ | 0.1622 | 135.0 | 13905 | 3.7223 | 0.2955 |
203
+ | 0.1852 | 136.0 | 14008 | 3.7774 | 0.3024 |
204
+ | 0.1671 | 137.0 | 14111 | 3.8407 | 0.2612 |
205
+ | 0.1862 | 138.0 | 14214 | 3.7442 | 0.3196 |
206
+ | 0.1808 | 139.0 | 14317 | 3.8458 | 0.3093 |
207
+ | 0.1375 | 140.0 | 14420 | 3.7372 | 0.3024 |
208
+ | 0.1876 | 141.0 | 14523 | 3.9925 | 0.2990 |
209
+ | 0.1693 | 142.0 | 14626 | 3.9364 | 0.3058 |
210
+ | 0.1719 | 143.0 | 14729 | 3.9149 | 0.2818 |
211
+ | 0.1406 | 144.0 | 14832 | 3.8603 | 0.2955 |
212
+ | 0.1709 | 145.0 | 14935 | 3.9216 | 0.3196 |
213
+ | 0.1794 | 146.0 | 15038 | 3.8934 | 0.3058 |
214
+ | 0.1455 | 147.0 | 15141 | 4.0086 | 0.2784 |
215
+ | 0.1959 | 148.0 | 15244 | 3.9358 | 0.3024 |
216
+ | 0.1664 | 149.0 | 15347 | 3.9775 | 0.2921 |
217
+ | 0.1455 | 150.0 | 15450 | 3.9304 | 0.2990 |
218
+ | 0.1819 | 151.0 | 15553 | 4.0299 | 0.2715 |
219
+ | 0.1532 | 152.0 | 15656 | 4.1219 | 0.2680 |
220
+ | 0.1638 | 153.0 | 15759 | 4.1465 | 0.3093 |
221
+ | 0.1579 | 154.0 | 15862 | 4.0596 | 0.2955 |
222
+ | 0.1668 | 155.0 | 15965 | 4.0857 | 0.3127 |
223
+ | 0.1401 | 156.0 | 16068 | 4.1669 | 0.2921 |
224
+ | 0.1452 | 157.0 | 16171 | 4.0430 | 0.2887 |
225
+ | 0.1568 | 158.0 | 16274 | 4.0157 | 0.2990 |
226
+ | 0.1771 | 159.0 | 16377 | 4.0770 | 0.3093 |
227
+ | 0.1383 | 160.0 | 16480 | 4.0888 | 0.2680 |
228
+ | 0.1572 | 161.0 | 16583 | 4.2271 | 0.2646 |
229
+ | 0.1472 | 162.0 | 16686 | 4.0215 | 0.2852 |
230
+ | 0.1534 | 163.0 | 16789 | 4.2248 | 0.3058 |
231
+ | 0.136 | 164.0 | 16892 | 4.2159 | 0.2852 |
232
+ | 0.1525 | 165.0 | 16995 | 4.0565 | 0.2990 |
233
+ | 0.1418 | 166.0 | 17098 | 4.1175 | 0.2852 |
234
+ | 0.1374 | 167.0 | 17201 | 4.1708 | 0.2921 |
235
+ | 0.1538 | 168.0 | 17304 | 4.2566 | 0.2784 |
236
+ | 0.1365 | 169.0 | 17407 | 4.3063 | 0.2577 |
237
+ | 0.1661 | 170.0 | 17510 | 4.2231 | 0.2887 |
238
+ | 0.1278 | 171.0 | 17613 | 4.3125 | 0.2646 |
239
+ | 0.1418 | 172.0 | 17716 | 4.3337 | 0.2646 |
240
+ | 0.1538 | 173.0 | 17819 | 4.3129 | 0.2852 |
241
+ | 0.1315 | 174.0 | 17922 | 4.3102 | 0.2680 |
242
+ | 0.128 | 175.0 | 18025 | 4.2853 | 0.2749 |
243
+ | 0.1398 | 176.0 | 18128 | 4.1560 | 0.2715 |
244
+ | 0.1525 | 177.0 | 18231 | 4.1812 | 0.2955 |
245
+ | 0.1603 | 178.0 | 18334 | 4.1262 | 0.3093 |
246
+ | 0.1412 | 179.0 | 18437 | 4.2778 | 0.2887 |
247
+ | 0.1521 | 180.0 | 18540 | 4.2881 | 0.2680 |
248
+ | 0.1404 | 181.0 | 18643 | 4.3147 | 0.2852 |
249
+ | 0.1468 | 182.0 | 18746 | 4.2042 | 0.2749 |
250
+ | 0.1448 | 183.0 | 18849 | 4.2110 | 0.2784 |
251
+ | 0.1299 | 184.0 | 18952 | 4.2314 | 0.2921 |
252
+ | 0.1361 | 185.0 | 19055 | 4.2993 | 0.2749 |
253
+ | 0.1455 | 186.0 | 19158 | 4.3509 | 0.3058 |
254
+ | 0.1345 | 187.0 | 19261 | 4.2828 | 0.2921 |
255
+ | 0.1394 | 188.0 | 19364 | 4.1001 | 0.3093 |
256
+ | 0.1415 | 189.0 | 19467 | 4.2179 | 0.2955 |
257
+ | 0.1235 | 190.0 | 19570 | 4.2963 | 0.3093 |
258
+ | 0.1373 | 191.0 | 19673 | 4.1833 | 0.2715 |
259
+ | 0.1323 | 192.0 | 19776 | 4.3057 | 0.2852 |
260
+ | 0.1188 | 193.0 | 19879 | 4.3819 | 0.2749 |
261
+ | 0.1528 | 194.0 | 19982 | 4.3091 | 0.2749 |
262
+ | 0.1365 | 195.0 | 20085 | 4.3870 | 0.2887 |
263
+ | 0.1187 | 196.0 | 20188 | 4.2303 | 0.2715 |
264
+ | 0.1409 | 197.0 | 20291 | 4.2344 | 0.2784 |
265
+ | 0.1346 | 198.0 | 20394 | 4.0637 | 0.3162 |
266
+ | 0.1449 | 199.0 | 20497 | 4.3022 | 0.2852 |
267
+ | 0.1415 | 200.0 | 20600 | 4.2672 | 0.2990 |
268
+ | 0.1283 | 201.0 | 20703 | 4.2363 | 0.2749 |
269
+ | 0.1469 | 202.0 | 20806 | 4.2714 | 0.2990 |
270
+ | 0.1288 | 203.0 | 20909 | 4.3246 | 0.2818 |
271
+ | 0.1334 | 204.0 | 21012 | 4.1711 | 0.2887 |
272
+ | 0.1419 | 205.0 | 21115 | 4.3263 | 0.2784 |
273
+ | 0.1395 | 206.0 | 21218 | 4.2855 | 0.2990 |
274
+ | 0.1255 | 207.0 | 21321 | 4.4301 | 0.2474 |
275
+ | 0.1288 | 208.0 | 21424 | 4.3735 | 0.2955 |
276
+ | 0.1395 | 209.0 | 21527 | 4.3549 | 0.2852 |
277
+ | 0.1144 | 210.0 | 21630 | 4.4569 | 0.2715 |
278
+ | 0.1185 | 211.0 | 21733 | 4.5008 | 0.2921 |
279
+ | 0.1578 | 212.0 | 21836 | 4.2313 | 0.2818 |
280
+ | 0.1434 | 213.0 | 21939 | 4.4445 | 0.2715 |
281
+ | 0.1147 | 214.0 | 22042 | 4.4329 | 0.2818 |
282
+ | 0.1239 | 215.0 | 22145 | 4.4102 | 0.2715 |
283
+ | 0.1315 | 216.0 | 22248 | 4.2503 | 0.2955 |
284
+ | 0.1413 | 217.0 | 22351 | 4.5559 | 0.2955 |
285
+ | 0.1137 | 218.0 | 22454 | 4.4504 | 0.2990 |
286
+ | 0.1412 | 219.0 | 22557 | 4.3377 | 0.3058 |
287
+ | 0.1051 | 220.0 | 22660 | 4.5250 | 0.2852 |
288
+ | 0.1314 | 221.0 | 22763 | 4.4539 | 0.2646 |
289
+ | 0.1284 | 222.0 | 22866 | 4.3481 | 0.2921 |
290
+ | 0.1159 | 223.0 | 22969 | 4.4284 | 0.3127 |
291
+ | 0.1219 | 224.0 | 23072 | 4.5069 | 0.2749 |
292
+ | 0.1183 | 225.0 | 23175 | 4.5461 | 0.2990 |
293
+ | 0.1172 | 226.0 | 23278 | 4.3986 | 0.2921 |
294
+ | 0.1216 | 227.0 | 23381 | 4.5154 | 0.3127 |
295
+ | 0.1207 | 228.0 | 23484 | 4.4848 | 0.2887 |
296
+ | 0.1303 | 229.0 | 23587 | 4.3925 | 0.2921 |
297
+ | 0.1238 | 230.0 | 23690 | 4.3748 | 0.2990 |
298
+ | 0.1126 | 231.0 | 23793 | 4.4806 | 0.3127 |
299
+ | 0.1227 | 232.0 | 23896 | 4.4439 | 0.2921 |
300
+ | 0.1146 | 233.0 | 23999 | 4.5228 | 0.2921 |
301
+ | 0.1168 | 234.0 | 24102 | 4.5614 | 0.2887 |
302
+ | 0.1219 | 235.0 | 24205 | 4.4129 | 0.2921 |
303
+ | 0.1181 | 236.0 | 24308 | 4.5444 | 0.2990 |
304
+ | 0.1167 | 237.0 | 24411 | 4.4038 | 0.2749 |
305
+ | 0.1173 | 238.0 | 24514 | 4.3967 | 0.3230 |
306
+ | 0.1052 | 239.0 | 24617 | 4.5055 | 0.2887 |
307
+ | 0.1216 | 240.0 | 24720 | 4.5693 | 0.3024 |
308
+ | 0.1242 | 241.0 | 24823 | 4.4906 | 0.2852 |
309
+ | 0.1553 | 242.0 | 24926 | 4.4971 | 0.2990 |
310
+ | 0.1377 | 243.0 | 25029 | 4.4536 | 0.2818 |
311
+ | 0.1126 | 244.0 | 25132 | 4.5324 | 0.2852 |
312
+ | 0.1321 | 245.0 | 25235 | 4.8037 | 0.2646 |
313
+ | 0.115 | 246.0 | 25338 | 4.6682 | 0.2715 |
314
+ | 0.1311 | 247.0 | 25441 | 4.6374 | 0.3196 |
315
+ | 0.1224 | 248.0 | 25544 | 4.7803 | 0.2680 |
316
+ | 0.1291 | 249.0 | 25647 | 4.6564 | 0.3093 |
317
+ | 0.1138 | 250.0 | 25750 | 4.5188 | 0.3024 |
318
+ | 0.1159 | 251.0 | 25853 | 4.5116 | 0.2990 |
319
+ | 0.1172 | 252.0 | 25956 | 4.7039 | 0.2921 |
320
+ | 0.1256 | 253.0 | 26059 | 4.6462 | 0.2852 |
321
+ | 0.1227 | 254.0 | 26162 | 4.7470 | 0.2852 |
322
+ | 0.1186 | 255.0 | 26265 | 4.6541 | 0.2921 |
323
+ | 0.1114 | 256.0 | 26368 | 4.6005 | 0.2887 |
324
+ | 0.1154 | 257.0 | 26471 | 4.5707 | 0.2818 |
325
+ | 0.1229 | 258.0 | 26574 | 4.5180 | 0.2749 |
326
+ | 0.1138 | 259.0 | 26677 | 4.6220 | 0.2818 |
327
+ | 0.0987 | 260.0 | 26780 | 4.6446 | 0.2921 |
328
+ | 0.1056 | 261.0 | 26883 | 4.7600 | 0.2715 |
329
+ | 0.1362 | 262.0 | 26986 | 4.6703 | 0.2680 |
330
+ | 0.1131 | 263.0 | 27089 | 4.6065 | 0.2715 |
331
+ | 0.1127 | 264.0 | 27192 | 4.5125 | 0.2784 |
332
+ | 0.1248 | 265.0 | 27295 | 4.5967 | 0.2921 |
333
+ | 0.111 | 266.0 | 27398 | 4.6182 | 0.2474 |
334
+ | 0.1203 | 267.0 | 27501 | 4.5969 | 0.2887 |
335
+ | 0.1242 | 268.0 | 27604 | 4.5437 | 0.2749 |
336
+ | 0.1041 | 269.0 | 27707 | 4.7105 | 0.2887 |
337
+ | 0.1233 | 270.0 | 27810 | 4.6305 | 0.2784 |
338
+ | 0.1003 | 271.0 | 27913 | 4.5865 | 0.2990 |
339
+ | 0.1144 | 272.0 | 28016 | 4.6216 | 0.2852 |
340
+ | 0.1061 | 273.0 | 28119 | 4.5387 | 0.2955 |
341
+ | 0.1102 | 274.0 | 28222 | 4.5850 | 0.2921 |
342
+ | 0.109 | 275.0 | 28325 | 4.6442 | 0.2921 |
343
+ | 0.1277 | 276.0 | 28428 | 4.5837 | 0.2612 |
344
+ | 0.1101 | 277.0 | 28531 | 4.7880 | 0.2784 |
345
+ | 0.1136 | 278.0 | 28634 | 4.5664 | 0.2646 |
346
+ | 0.1125 | 279.0 | 28737 | 4.7245 | 0.2990 |
347
+ | 0.1207 | 280.0 | 28840 | 4.7841 | 0.2852 |
348
+ | 0.1223 | 281.0 | 28943 | 4.7736 | 0.2852 |
349
+ | 0.1132 | 282.0 | 29046 | 4.6193 | 0.2852 |
350
+ | 0.1118 | 283.0 | 29149 | 4.7512 | 0.2921 |
351
+ | 0.1196 | 284.0 | 29252 | 4.7773 | 0.2680 |
352
+ | 0.1035 | 285.0 | 29355 | 4.6611 | 0.2921 |
353
+ | 0.1079 | 286.0 | 29458 | 4.6916 | 0.2921 |
354
+ | 0.1124 | 287.0 | 29561 | 4.6505 | 0.2680 |
355
+ | 0.1024 | 288.0 | 29664 | 4.6303 | 0.2680 |
356
+ | 0.101 | 289.0 | 29767 | 4.6079 | 0.2852 |
357
+ | 0.124 | 290.0 | 29870 | 4.4566 | 0.2887 |
358
+ | 0.1121 | 291.0 | 29973 | 4.5021 | 0.2887 |
359
+ | 0.1005 | 292.0 | 30076 | 4.5479 | 0.2852 |
360
+ | 0.1152 | 293.0 | 30179 | 4.6658 | 0.2749 |
361
+ | 0.113 | 294.0 | 30282 | 4.5608 | 0.2749 |
362
+ | 0.112 | 295.0 | 30385 | 4.6577 | 0.2852 |
363
+ | 0.1095 | 296.0 | 30488 | 4.5323 | 0.2784 |
364
+ | 0.1053 | 297.0 | 30591 | 4.6355 | 0.2921 |
365
+ | 0.1138 | 298.0 | 30694 | 4.7187 | 0.2852 |
366
+ | 0.1105 | 299.0 | 30797 | 4.6037 | 0.2784 |
367
+ | 0.0944 | 300.0 | 30900 | 4.7195 | 0.2646 |
368
+ | 0.1027 | 301.0 | 31003 | 4.6786 | 0.2749 |
369
+ | 0.0994 | 302.0 | 31106 | 4.7625 | 0.2990 |
370
+ | 0.1229 | 303.0 | 31209 | 4.8497 | 0.2715 |
371
+ | 0.1094 | 304.0 | 31312 | 4.7454 | 0.2612 |
372
+ | 0.1225 | 305.0 | 31415 | 4.7722 | 0.2818 |
373
+ | 0.102 | 306.0 | 31518 | 4.8431 | 0.2749 |
374
+ | 0.1283 | 307.0 | 31621 | 4.7977 | 0.2784 |
375
+ | 0.109 | 308.0 | 31724 | 4.6382 | 0.3127 |
376
+ | 0.1193 | 309.0 | 31827 | 4.7094 | 0.2543 |
377
+ | 0.1106 | 310.0 | 31930 | 4.7562 | 0.2921 |
378
+ | 0.1032 | 311.0 | 32033 | 4.7265 | 0.2577 |
379
+ | 0.114 | 312.0 | 32136 | 4.7516 | 0.2852 |
380
+ | 0.1265 | 313.0 | 32239 | 4.7882 | 0.2474 |
381
+ | 0.1252 | 314.0 | 32342 | 4.7084 | 0.2543 |
382
+ | 0.1102 | 315.0 | 32445 | 4.6895 | 0.2887 |
383
+ | 0.0984 | 316.0 | 32548 | 4.6341 | 0.3024 |
384
+ | 0.0978 | 317.0 | 32651 | 4.6211 | 0.3196 |
385
+ | 0.1068 | 318.0 | 32754 | 4.7675 | 0.2921 |
386
+ | 0.1017 | 319.0 | 32857 | 4.7061 | 0.2784 |
387
+ | 0.1138 | 320.0 | 32960 | 4.7139 | 0.2784 |
388
+ | 0.0997 | 321.0 | 33063 | 4.7117 | 0.2852 |
389
+ | 0.1036 | 322.0 | 33166 | 4.7136 | 0.3058 |
390
+ | 0.0988 | 323.0 | 33269 | 4.7139 | 0.2852 |
391
+ | 0.1052 | 324.0 | 33372 | 4.7646 | 0.3058 |
392
+ | 0.0957 | 325.0 | 33475 | 4.7901 | 0.2955 |
393
+ | 0.1009 | 326.0 | 33578 | 4.7048 | 0.2749 |
394
+ | 0.0957 | 327.0 | 33681 | 4.6212 | 0.2955 |
395
+ | 0.1244 | 328.0 | 33784 | 4.7481 | 0.2852 |
396
+ | 0.1021 | 329.0 | 33887 | 4.7497 | 0.2852 |
397
+ | 0.1017 | 330.0 | 33990 | 4.8310 | 0.2749 |
398
+ | 0.0957 | 331.0 | 34093 | 4.6941 | 0.3093 |
399
+ | 0.1042 | 332.0 | 34196 | 4.7253 | 0.3127 |
400
+ | 0.1046 | 333.0 | 34299 | 4.8593 | 0.2784 |
401
+ | 0.1103 | 334.0 | 34402 | 4.8480 | 0.2715 |
402
+ | 0.09 | 335.0 | 34505 | 4.9101 | 0.3162 |
403
+ | 0.1108 | 336.0 | 34608 | 4.7839 | 0.2887 |
404
+ | 0.1043 | 337.0 | 34711 | 4.9543 | 0.2680 |
405
+ | 0.104 | 338.0 | 34814 | 4.8026 | 0.2990 |
406
+ | 0.1015 | 339.0 | 34917 | 4.8008 | 0.2887 |
407
+ | 0.1029 | 340.0 | 35020 | 4.9069 | 0.2990 |
408
+ | 0.1002 | 341.0 | 35123 | 4.9242 | 0.3024 |
409
+ | 0.1076 | 342.0 | 35226 | 4.7199 | 0.2921 |
410
+ | 0.1055 | 343.0 | 35329 | 4.8440 | 0.3162 |
411
+ | 0.0925 | 344.0 | 35432 | 4.8572 | 0.3230 |
412
+ | 0.0827 | 345.0 | 35535 | 4.9133 | 0.3024 |
413
+ | 0.1105 | 346.0 | 35638 | 4.9865 | 0.2852 |
414
+ | 0.0875 | 347.0 | 35741 | 4.7973 | 0.2955 |
415
+ | 0.106 | 348.0 | 35844 | 4.8696 | 0.2955 |
416
+ | 0.1083 | 349.0 | 35947 | 4.9786 | 0.2646 |
417
+ | 0.105 | 350.0 | 36050 | 4.9114 | 0.2680 |
418
+ | 0.1075 | 351.0 | 36153 | 4.8693 | 0.2612 |
419
+ | 0.1026 | 352.0 | 36256 | 4.8735 | 0.2887 |
420
+ | 0.101 | 353.0 | 36359 | 5.0447 | 0.2646 |
421
+ | 0.0944 | 354.0 | 36462 | 4.9492 | 0.2784 |
422
+ | 0.1055 | 355.0 | 36565 | 4.9895 | 0.2715 |
423
+ | 0.0858 | 356.0 | 36668 | 5.0955 | 0.2440 |
424
+ | 0.0955 | 357.0 | 36771 | 5.0106 | 0.2990 |
425
+ | 0.1108 | 358.0 | 36874 | 4.9109 | 0.3058 |
426
+ | 0.1179 | 359.0 | 36977 | 4.9082 | 0.2852 |
427
+ | 0.0984 | 360.0 | 37080 | 4.8480 | 0.3058 |
428
+ | 0.0997 | 361.0 | 37183 | 4.8957 | 0.2715 |
429
+ | 0.1128 | 362.0 | 37286 | 4.9127 | 0.3058 |
430
+ | 0.0961 | 363.0 | 37389 | 5.0965 | 0.2784 |
431
+ | 0.1096 | 364.0 | 37492 | 5.0317 | 0.2887 |
432
+ | 0.0916 | 365.0 | 37595 | 4.9745 | 0.2887 |
433
+ | 0.1057 | 366.0 | 37698 | 4.8775 | 0.2680 |
434
+ | 0.0932 | 367.0 | 37801 | 5.0282 | 0.2680 |
435
+ | 0.1072 | 368.0 | 37904 | 4.8097 | 0.2646 |
436
+ | 0.0973 | 369.0 | 38007 | 4.9321 | 0.2749 |
437
+ | 0.1034 | 370.0 | 38110 | 4.8176 | 0.2715 |
438
+ | 0.1084 | 371.0 | 38213 | 4.8562 | 0.2852 |
439
+ | 0.0957 | 372.0 | 38316 | 4.9466 | 0.2852 |
440
+ | 0.1049 | 373.0 | 38419 | 4.8515 | 0.2612 |
441
+ | 0.097 | 374.0 | 38522 | 4.8833 | 0.2887 |
442
+ | 0.1008 | 375.0 | 38625 | 4.9442 | 0.2887 |
443
+ | 0.1019 | 376.0 | 38728 | 4.8345 | 0.2818 |
444
+ | 0.1083 | 377.0 | 38831 | 4.9350 | 0.2749 |
445
+ | 0.1181 | 378.0 | 38934 | 4.8605 | 0.2612 |
446
+ | 0.1043 | 379.0 | 39037 | 4.8783 | 0.2921 |
447
+ | 0.1212 | 380.0 | 39140 | 4.8641 | 0.2852 |
448
+ | 0.0941 | 381.0 | 39243 | 4.9772 | 0.2955 |
449
+ | 0.0986 | 382.0 | 39346 | 4.9191 | 0.2715 |
450
+ | 0.1054 | 383.0 | 39449 | 5.0695 | 0.2818 |
451
+ | 0.1066 | 384.0 | 39552 | 5.1141 | 0.2852 |
452
+ | 0.0929 | 385.0 | 39655 | 5.0176 | 0.2680 |
453
+ | 0.102 | 386.0 | 39758 | 4.7790 | 0.2749 |
454
+ | 0.103 | 387.0 | 39861 | 4.7348 | 0.2818 |
455
+ | 0.107 | 388.0 | 39964 | 4.6667 | 0.2921 |
456
+ | 0.0922 | 389.0 | 40067 | 4.6687 | 0.2680 |
457
+ | 0.102 | 390.0 | 40170 | 4.8450 | 0.2680 |
458
+ | 0.0958 | 391.0 | 40273 | 5.1279 | 0.2680 |
459
+ | 0.0908 | 392.0 | 40376 | 4.9624 | 0.2921 |
460
+ | 0.0988 | 393.0 | 40479 | 5.1676 | 0.2955 |
461
+ | 0.0995 | 394.0 | 40582 | 4.8726 | 0.3058 |
462
+ | 0.1087 | 395.0 | 40685 | 4.9525 | 0.2818 |
463
+ | 0.11 | 396.0 | 40788 | 5.0258 | 0.2543 |
464
+ | 0.0916 | 397.0 | 40891 | 5.0114 | 0.3265 |
465
+ | 0.089 | 398.0 | 40994 | 4.9689 | 0.3058 |
466
+ | 0.1089 | 399.0 | 41097 | 4.8648 | 0.3058 |
467
+ | 0.085 | 400.0 | 41200 | 4.7376 | 0.2990 |
468
+ | 0.1135 | 401.0 | 41303 | 4.9685 | 0.2955 |
469
+ | 0.1032 | 402.0 | 41406 | 4.6955 | 0.3162 |
470
+ | 0.0987 | 403.0 | 41509 | 4.8972 | 0.2990 |
471
+ | 0.1112 | 404.0 | 41612 | 4.8028 | 0.2887 |
472
+ | 0.0926 | 405.0 | 41715 | 4.6858 | 0.3265 |
473
+ | 0.1032 | 406.0 | 41818 | 4.7680 | 0.3127 |
474
+ | 0.1066 | 407.0 | 41921 | 4.8087 | 0.2887 |
475
+ | 0.1053 | 408.0 | 42024 | 4.8871 | 0.2852 |
476
+ | 0.0999 | 409.0 | 42127 | 4.7056 | 0.2818 |
477
+ | 0.0929 | 410.0 | 42230 | 4.8846 | 0.2852 |
478
+ | 0.1138 | 411.0 | 42333 | 4.7741 | 0.2990 |
479
+ | 0.1126 | 412.0 | 42436 | 4.9157 | 0.2887 |
480
+ | 0.0835 | 413.0 | 42539 | 4.9607 | 0.2784 |
481
+ | 0.1004 | 414.0 | 42642 | 4.7718 | 0.3024 |
482
+ | 0.0972 | 415.0 | 42745 | 4.8288 | 0.3058 |
483
+ | 0.1023 | 416.0 | 42848 | 4.9083 | 0.2646 |
484
+ | 0.0948 | 417.0 | 42951 | 4.8509 | 0.2887 |
485
+ | 0.0918 | 418.0 | 43054 | 4.8323 | 0.2715 |
486
+ | 0.0961 | 419.0 | 43157 | 4.9570 | 0.2818 |
487
+ | 0.0911 | 420.0 | 43260 | 4.9581 | 0.2680 |
488
+ | 0.0927 | 421.0 | 43363 | 4.9856 | 0.2852 |
489
+ | 0.0907 | 422.0 | 43466 | 4.9146 | 0.2818 |
490
+ | 0.1039 | 423.0 | 43569 | 4.7813 | 0.2818 |
491
+ | 0.1093 | 424.0 | 43672 | 4.9574 | 0.3024 |
492
+ | 0.0859 | 425.0 | 43775 | 4.8934 | 0.2818 |
493
+ | 0.111 | 426.0 | 43878 | 4.8562 | 0.2887 |
494
+ | 0.0944 | 427.0 | 43981 | 4.8261 | 0.3058 |
495
+ | 0.1 | 428.0 | 44084 | 4.8226 | 0.2990 |
496
+ | 0.0965 | 429.0 | 44187 | 4.8104 | 0.3127 |
497
+ | 0.0905 | 430.0 | 44290 | 4.7416 | 0.3058 |
498
+ | 0.1095 | 431.0 | 44393 | 5.0877 | 0.2715 |
499
+ | 0.0855 | 432.0 | 44496 | 4.9392 | 0.2784 |
500
+ | 0.1079 | 433.0 | 44599 | 4.8227 | 0.3024 |
501
+ | 0.102 | 434.0 | 44702 | 4.9779 | 0.2784 |
502
+ | 0.0888 | 435.0 | 44805 | 4.9958 | 0.2955 |
503
+ | 0.0842 | 436.0 | 44908 | 4.7461 | 0.3093 |
504
+ | 0.0918 | 437.0 | 45011 | 5.0597 | 0.2646 |
505
+ | 0.0911 | 438.0 | 45114 | 4.9771 | 0.2784 |
506
+ | 0.0859 | 439.0 | 45217 | 4.8373 | 0.2990 |
507
+ | 0.0916 | 440.0 | 45320 | 4.7408 | 0.3093 |
508
+ | 0.0988 | 441.0 | 45423 | 4.7879 | 0.2612 |
509
+ | 0.0994 | 442.0 | 45526 | 4.7355 | 0.2990 |
510
+ | 0.102 | 443.0 | 45629 | 4.8696 | 0.3196 |
511
+ | 0.0951 | 444.0 | 45732 | 4.9578 | 0.2955 |
512
+ | 0.0843 | 445.0 | 45835 | 5.0340 | 0.3093 |
513
+ | 0.0927 | 446.0 | 45938 | 5.0122 | 0.3058 |
514
+ | 0.1028 | 447.0 | 46041 | 4.8365 | 0.2887 |
515
+ | 0.0988 | 448.0 | 46144 | 4.9790 | 0.2543 |
516
+ | 0.0993 | 449.0 | 46247 | 4.8574 | 0.2818 |
517
+ | 0.0935 | 450.0 | 46350 | 5.0489 | 0.2784 |
518
+ | 0.0942 | 451.0 | 46453 | 4.9593 | 0.2715 |
519
+ | 0.0875 | 452.0 | 46556 | 4.9571 | 0.2887 |
520
+ | 0.0968 | 453.0 | 46659 | 4.8004 | 0.3058 |
521
+ | 0.0969 | 454.0 | 46762 | 5.1910 | 0.2852 |
522
+ | 0.0954 | 455.0 | 46865 | 5.0355 | 0.2784 |
523
+ | 0.1008 | 456.0 | 46968 | 4.8536 | 0.2990 |
524
+ | 0.09 | 457.0 | 47071 | 4.7043 | 0.2715 |
525
+ | 0.1064 | 458.0 | 47174 | 4.8734 | 0.2749 |
526
+ | 0.0902 | 459.0 | 47277 | 4.9062 | 0.3299 |
527
+ | 0.0831 | 460.0 | 47380 | 5.0669 | 0.3058 |
528
+ | 0.1008 | 461.0 | 47483 | 5.1403 | 0.2784 |
529
+ | 0.0883 | 462.0 | 47586 | 5.1774 | 0.2818 |
530
+ | 0.0915 | 463.0 | 47689 | 5.1486 | 0.2852 |
531
+ | 0.1124 | 464.0 | 47792 | 5.1076 | 0.3093 |
532
+ | 0.0892 | 465.0 | 47895 | 5.0262 | 0.2784 |
533
+ | 0.088 | 466.0 | 47998 | 5.1672 | 0.2749 |
534
+ | 0.0969 | 467.0 | 48101 | 5.1796 | 0.2784 |
535
+ | 0.0851 | 468.0 | 48204 | 5.1422 | 0.2646 |
536
+ | 0.094 | 469.0 | 48307 | 5.1663 | 0.2509 |
537
+ | 0.085 | 470.0 | 48410 | 5.2027 | 0.2715 |
538
+ | 0.0953 | 471.0 | 48513 | 5.0788 | 0.2955 |
539
+ | 0.097 | 472.0 | 48616 | 5.1568 | 0.2680 |
540
+ | 0.092 | 473.0 | 48719 | 5.0175 | 0.2749 |
541
+ | 0.0876 | 474.0 | 48822 | 5.0064 | 0.2852 |
542
+ | 0.0984 | 475.0 | 48925 | 4.9885 | 0.2784 |
543
+ | 0.0781 | 476.0 | 49028 | 5.1671 | 0.2715 |
544
+ | 0.1001 | 477.0 | 49131 | 5.2429 | 0.2749 |
545
+ | 0.085 | 478.0 | 49234 | 5.2670 | 0.2749 |
546
+ | 0.0924 | 479.0 | 49337 | 5.0759 | 0.2784 |
547
+ | 0.0855 | 480.0 | 49440 | 5.2673 | 0.2955 |
548
+ | 0.1018 | 481.0 | 49543 | 5.1715 | 0.3127 |
549
+ | 0.0883 | 482.0 | 49646 | 5.0860 | 0.2887 |
550
+ | 0.101 | 483.0 | 49749 | 5.1873 | 0.2818 |
551
+ | 0.1061 | 484.0 | 49852 | 5.1156 | 0.2852 |
552
+ | 0.1091 | 485.0 | 49955 | 5.1338 | 0.2887 |
553
+ | 0.0935 | 486.0 | 50058 | 5.0872 | 0.2680 |
554
+ | 0.0983 | 487.0 | 50161 | 5.0349 | 0.2818 |
555
+ | 0.0955 | 488.0 | 50264 | 5.1492 | 0.2955 |
556
+ | 0.1065 | 489.0 | 50367 | 5.0529 | 0.2749 |
557
+ | 0.0771 | 490.0 | 50470 | 5.0177 | 0.2818 |
558
+ | 0.0962 | 491.0 | 50573 | 5.0682 | 0.2887 |
559
+ | 0.0701 | 492.0 | 50676 | 5.1446 | 0.2852 |
560
+ | 0.0908 | 493.0 | 50779 | 5.1319 | 0.2955 |
561
+ | 0.0957 | 494.0 | 50882 | 5.1732 | 0.2543 |
562
+ | 0.1039 | 495.0 | 50985 | 5.1408 | 0.2715 |
563
+ | 0.0947 | 496.0 | 51088 | 5.1906 | 0.2680 |
564
+ | 0.097 | 497.0 | 51191 | 5.3184 | 0.2405 |
565
+ | 0.0848 | 498.0 | 51294 | 5.1346 | 0.2921 |
566
+ | 0.0855 | 499.0 | 51397 | 5.0153 | 0.2784 |
567
+ | 0.1041 | 500.0 | 51500 | 5.1230 | 0.2612 |
568
+ | 0.0936 | 501.0 | 51603 | 5.1331 | 0.2715 |
569
+ | 0.0934 | 502.0 | 51706 | 5.1767 | 0.2612 |
570
+ | 0.0966 | 503.0 | 51809 | 5.0495 | 0.2921 |
571
+ | 0.0953 | 504.0 | 51912 | 5.0618 | 0.2543 |
572
+ | 0.0852 | 505.0 | 52015 | 5.1167 | 0.2818 |
573
+ | 0.0889 | 506.0 | 52118 | 5.0981 | 0.3058 |
574
+ | 0.0854 | 507.0 | 52221 | 5.1853 | 0.2955 |
575
+ | 0.0877 | 508.0 | 52324 | 5.2161 | 0.2887 |
576
+ | 0.1074 | 509.0 | 52427 | 5.1670 | 0.2646 |
577
+ | 0.1055 | 510.0 | 52530 | 5.0545 | 0.2749 |
578
+ | 0.0789 | 511.0 | 52633 | 5.0691 | 0.2509 |
579
+ | 0.0816 | 512.0 | 52736 | 5.0847 | 0.2887 |
580
+ | 0.0818 | 513.0 | 52839 | 5.1307 | 0.3024 |
581
+ | 0.0999 | 514.0 | 52942 | 5.1029 | 0.2852 |
582
+ | 0.0787 | 515.0 | 53045 | 5.2270 | 0.2955 |
583
+ | 0.0892 | 516.0 | 53148 | 5.1925 | 0.3024 |
584
+ | 0.0995 | 517.0 | 53251 | 5.2463 | 0.2955 |
585
+ | 0.0812 | 518.0 | 53354 | 5.3743 | 0.2955 |
586
+ | 0.101 | 519.0 | 53457 | 5.1906 | 0.2852 |
587
+ | 0.082 | 520.0 | 53560 | 5.1656 | 0.2887 |
588
+ | 0.0904 | 521.0 | 53663 | 5.1051 | 0.2921 |
589
+ | 0.0909 | 522.0 | 53766 | 5.2543 | 0.2990 |
590
+ | 0.1033 | 523.0 | 53869 | 5.2171 | 0.2784 |
591
+ | 0.0793 | 524.0 | 53972 | 5.2428 | 0.2955 |
592
+ | 0.0879 | 525.0 | 54075 | 5.3480 | 0.2955 |
593
+ | 0.0836 | 526.0 | 54178 | 5.2810 | 0.2784 |
594
+ | 0.0886 | 527.0 | 54281 | 5.2532 | 0.2955 |
595
+ | 0.0881 | 528.0 | 54384 | 5.4993 | 0.2646 |
596
+ | 0.1158 | 529.0 | 54487 | 5.2754 | 0.2749 |
597
+ | 0.0984 | 530.0 | 54590 | 5.2237 | 0.2509 |
598
+ | 0.0974 | 531.0 | 54693 | 5.4133 | 0.2715 |
599
+ | 0.0892 | 532.0 | 54796 | 5.2500 | 0.2852 |
600
+ | 0.0892 | 533.0 | 54899 | 5.3204 | 0.2612 |
601
+ | 0.0873 | 534.0 | 55002 | 5.2275 | 0.2749 |
602
+ | 0.0882 | 535.0 | 55105 | 5.2049 | 0.2921 |
603
+ | 0.0915 | 536.0 | 55208 | 5.2155 | 0.2990 |
604
+ | 0.0759 | 537.0 | 55311 | 5.2795 | 0.2818 |
605
+ | 0.0893 | 538.0 | 55414 | 5.2271 | 0.2852 |
606
+ | 0.0845 | 539.0 | 55517 | 5.2346 | 0.2680 |
607
+ | 0.0912 | 540.0 | 55620 | 5.2443 | 0.3093 |
608
+ | 0.0804 | 541.0 | 55723 | 5.2777 | 0.2921 |
609
+ | 0.0753 | 542.0 | 55826 | 5.3583 | 0.2680 |
610
+ | 0.0829 | 543.0 | 55929 | 5.1900 | 0.2852 |
611
+ | 0.0984 | 544.0 | 56032 | 5.1930 | 0.2990 |
612
+ | 0.0993 | 545.0 | 56135 | 5.1223 | 0.3093 |
613
+ | 0.0793 | 546.0 | 56238 | 5.2101 | 0.3024 |
614
+ | 0.0912 | 547.0 | 56341 | 5.2742 | 0.2749 |
615
+ | 0.0892 | 548.0 | 56444 | 5.1734 | 0.2921 |
616
+ | 0.1029 | 549.0 | 56547 | 5.2658 | 0.2921 |
617
+ | 0.0863 | 550.0 | 56650 | 5.2372 | 0.2990 |
618
+ | 0.1017 | 551.0 | 56753 | 5.2105 | 0.2680 |
619
+ | 0.0883 | 552.0 | 56856 | 5.1055 | 0.2955 |
620
+ | 0.1042 | 553.0 | 56959 | 5.2432 | 0.2612 |
621
+ | 0.0817 | 554.0 | 57062 | 5.2423 | 0.2921 |
622
+ | 0.0869 | 555.0 | 57165 | 5.2250 | 0.2784 |
623
+ | 0.0843 | 556.0 | 57268 | 5.1962 | 0.2887 |
624
+ | 0.0887 | 557.0 | 57371 | 5.1148 | 0.2990 |
625
+ | 0.0838 | 558.0 | 57474 | 5.0202 | 0.2852 |
626
+ | 0.0759 | 559.0 | 57577 | 5.0678 | 0.3265 |
627
+ | 0.0934 | 560.0 | 57680 | 4.9558 | 0.3265 |
628
+ | 0.0858 | 561.0 | 57783 | 5.0168 | 0.3093 |
629
+ | 0.0873 | 562.0 | 57886 | 5.0457 | 0.3058 |
630
+ | 0.0902 | 563.0 | 57989 | 5.0469 | 0.3230 |
631
+ | 0.0793 | 564.0 | 58092 | 4.9871 | 0.3265 |
632
+ | 0.0882 | 565.0 | 58195 | 5.1584 | 0.3162 |
633
+ | 0.0984 | 566.0 | 58298 | 5.0747 | 0.3230 |
634
+ | 0.0824 | 567.0 | 58401 | 5.1735 | 0.3196 |
635
+ | 0.0794 | 568.0 | 58504 | 5.1323 | 0.3265 |
636
+ | 0.0847 | 569.0 | 58607 | 5.1292 | 0.3230 |
637
+ | 0.0833 | 570.0 | 58710 | 5.0710 | 0.3265 |
638
+ | 0.0831 | 571.0 | 58813 | 5.1205 | 0.2955 |
639
+ | 0.0922 | 572.0 | 58916 | 5.1007 | 0.2990 |
640
+ | 0.0906 | 573.0 | 59019 | 5.1924 | 0.2955 |
641
+ | 0.1079 | 574.0 | 59122 | 5.1933 | 0.2955 |
642
+ | 0.0943 | 575.0 | 59225 | 5.1558 | 0.3024 |
643
+ | 0.0877 | 576.0 | 59328 | 5.1573 | 0.2990 |
644
+ | 0.0977 | 577.0 | 59431 | 5.0311 | 0.2990 |
645
+ | 0.0751 | 578.0 | 59534 | 5.1581 | 0.2887 |
646
+ | 0.096 | 579.0 | 59637 | 5.2115 | 0.2818 |
647
+ | 0.0902 | 580.0 | 59740 | 5.2544 | 0.2921 |
648
+ | 0.1052 | 581.0 | 59843 | 5.1612 | 0.3196 |
649
+ | 0.0763 | 582.0 | 59946 | 5.1434 | 0.2921 |
650
+ | 0.0904 | 583.0 | 60049 | 5.1911 | 0.2955 |
651
+ | 0.0868 | 584.0 | 60152 | 5.1716 | 0.3024 |
652
+ | 0.091 | 585.0 | 60255 | 5.1767 | 0.2818 |
653
+ | 0.0936 | 586.0 | 60358 | 5.1801 | 0.2852 |
654
+ | 0.082 | 587.0 | 60461 | 5.0496 | 0.2852 |
655
+ | 0.0999 | 588.0 | 60564 | 5.2585 | 0.2852 |
656
+ | 0.0826 | 589.0 | 60667 | 5.2566 | 0.2887 |
657
+ | 0.0949 | 590.0 | 60770 | 5.3015 | 0.2990 |
658
+ | 0.0828 | 591.0 | 60873 | 5.1411 | 0.3093 |
659
+ | 0.0827 | 592.0 | 60976 | 5.1199 | 0.3024 |
660
+ | 0.0943 | 593.0 | 61079 | 5.1063 | 0.3024 |
661
+ | 0.076 | 594.0 | 61182 | 5.1141 | 0.3093 |
662
+ | 0.0917 | 595.0 | 61285 | 5.1414 | 0.2990 |
663
+ | 0.0976 | 596.0 | 61388 | 5.1441 | 0.2955 |
664
+ | 0.0804 | 597.0 | 61491 | 5.1681 | 0.3024 |
665
+ | 0.0923 | 598.0 | 61594 | 5.1333 | 0.3024 |
666
+ | 0.093 | 599.0 | 61697 | 5.1260 | 0.2921 |
667
+ | 0.0926 | 600.0 | 61800 | 5.1560 | 0.3196 |
668
+ | 0.0844 | 601.0 | 61903 | 5.1931 | 0.2990 |
669
+ | 0.0847 | 602.0 | 62006 | 5.0865 | 0.3024 |
670
+ | 0.0822 | 603.0 | 62109 | 5.0862 | 0.3127 |
671
+ | 0.0771 | 604.0 | 62212 | 5.0475 | 0.3058 |
672
+ | 0.0885 | 605.0 | 62315 | 5.0884 | 0.3093 |
673
+ | 0.0809 | 606.0 | 62418 | 5.2159 | 0.2921 |
674
+ | 0.0892 | 607.0 | 62521 | 5.0867 | 0.3093 |
675
+ | 0.085 | 608.0 | 62624 | 5.0848 | 0.3058 |
676
+ | 0.0828 | 609.0 | 62727 | 5.2343 | 0.3093 |
677
+ | 0.0978 | 610.0 | 62830 | 5.1203 | 0.2921 |
678
+ | 0.0922 | 611.0 | 62933 | 5.2543 | 0.2921 |
679
+ | 0.091 | 612.0 | 63036 | 5.1228 | 0.2784 |
680
+ | 0.0926 | 613.0 | 63139 | 5.3064 | 0.2887 |
681
+ | 0.078 | 614.0 | 63242 | 5.3367 | 0.2921 |
682
+ | 0.0791 | 615.0 | 63345 | 5.2738 | 0.3058 |
683
+ | 0.0803 | 616.0 | 63448 | 5.2698 | 0.2990 |
684
+ | 0.0936 | 617.0 | 63551 | 5.3062 | 0.3162 |
685
+ | 0.0894 | 618.0 | 63654 | 5.3834 | 0.2990 |
686
+ | 0.0794 | 619.0 | 63757 | 5.2768 | 0.3196 |
687
+ | 0.0885 | 620.0 | 63860 | 5.2569 | 0.2990 |
688
+ | 0.0866 | 621.0 | 63963 | 5.3325 | 0.2955 |
689
+ | 0.079 | 622.0 | 64066 | 5.2798 | 0.2887 |
690
+ | 0.084 | 623.0 | 64169 | 5.4603 | 0.2715 |
691
+ | 0.0886 | 624.0 | 64272 | 5.2922 | 0.2784 |
692
+ | 0.0726 | 625.0 | 64375 | 5.1952 | 0.2921 |
693
+ | 0.0893 | 626.0 | 64478 | 5.4114 | 0.2543 |
694
+ | 0.0881 | 627.0 | 64581 | 5.4867 | 0.2509 |
695
+ | 0.079 | 628.0 | 64684 | 5.4838 | 0.2887 |
696
+ | 0.0933 | 629.0 | 64787 | 5.5214 | 0.2921 |
697
+ | 0.0795 | 630.0 | 64890 | 5.4256 | 0.2818 |
698
+ | 0.0882 | 631.0 | 64993 | 5.3628 | 0.2818 |
699
+ | 0.0826 | 632.0 | 65096 | 5.2816 | 0.2921 |
700
+ | 0.0853 | 633.0 | 65199 | 5.2615 | 0.2749 |
701
+ | 0.0862 | 634.0 | 65302 | 5.2622 | 0.2955 |
702
+ | 0.0823 | 635.0 | 65405 | 5.3123 | 0.2955 |
703
+ | 0.0915 | 636.0 | 65508 | 5.2486 | 0.2852 |
704
+ | 0.0776 | 637.0 | 65611 | 5.2641 | 0.2955 |
705
+ | 0.0799 | 638.0 | 65714 | 5.4327 | 0.2887 |
706
+ | 0.0925 | 639.0 | 65817 | 5.3664 | 0.2852 |
707
+ | 0.0865 | 640.0 | 65920 | 5.3066 | 0.2990 |
708
+ | 0.09 | 641.0 | 66023 | 5.0985 | 0.3127 |
709
+ | 0.0867 | 642.0 | 66126 | 5.1732 | 0.2955 |
710
+ | 0.084 | 643.0 | 66229 | 5.2330 | 0.3127 |
711
+ | 0.0806 | 644.0 | 66332 | 5.2097 | 0.3162 |
712
+ | 0.0821 | 645.0 | 66435 | 5.3272 | 0.2990 |
713
+ | 0.0869 | 646.0 | 66538 | 5.3930 | 0.3024 |
714
+ | 0.0777 | 647.0 | 66641 | 5.3346 | 0.2990 |
715
+ | 0.0822 | 648.0 | 66744 | 5.2165 | 0.2990 |
716
+ | 0.0967 | 649.0 | 66847 | 5.2284 | 0.3024 |
717
+ | 0.0792 | 650.0 | 66950 | 5.3921 | 0.3024 |
718
+ | 0.0849 | 651.0 | 67053 | 5.5296 | 0.2749 |
719
+ | 0.0854 | 652.0 | 67156 | 5.4795 | 0.2852 |
720
+ | 0.0796 | 653.0 | 67259 | 5.3334 | 0.2784 |
721
+ | 0.093 | 654.0 | 67362 | 5.3140 | 0.3058 |
722
+ | 0.076 | 655.0 | 67465 | 5.3064 | 0.2887 |
723
+ | 0.086 | 656.0 | 67568 | 5.3858 | 0.2990 |
724
+ | 0.0856 | 657.0 | 67671 | 5.3206 | 0.2887 |
725
+ | 0.0826 | 658.0 | 67774 | 5.2731 | 0.2852 |
726
+ | 0.0972 | 659.0 | 67877 | 5.3104 | 0.2921 |
727
+ | 0.0828 | 660.0 | 67980 | 5.3299 | 0.2955 |
728
+ | 0.0792 | 661.0 | 68083 | 5.4611 | 0.2818 |
729
+ | 0.0839 | 662.0 | 68186 | 5.4076 | 0.2749 |
730
+ | 0.0816 | 663.0 | 68289 | 5.3335 | 0.2852 |
731
+ | 0.0786 | 664.0 | 68392 | 5.3885 | 0.2577 |
732
+ | 0.0958 | 665.0 | 68495 | 5.4822 | 0.2543 |
733
+ | 0.0872 | 666.0 | 68598 | 5.4748 | 0.2784 |
734
+ | 0.0823 | 667.0 | 68701 | 5.3412 | 0.2887 |
735
+ | 0.0845 | 668.0 | 68804 | 5.2716 | 0.2955 |
736
+ | 0.0882 | 669.0 | 68907 | 5.4058 | 0.2818 |
737
+ | 0.0794 | 670.0 | 69010 | 5.5217 | 0.2543 |
738
+ | 0.0876 | 671.0 | 69113 | 5.3548 | 0.2784 |
739
+ | 0.0754 | 672.0 | 69216 | 5.3593 | 0.2921 |
740
+ | 0.0842 | 673.0 | 69319 | 5.4261 | 0.2680 |
741
+ | 0.0832 | 674.0 | 69422 | 5.3608 | 0.2887 |
742
+ | 0.0874 | 675.0 | 69525 | 5.4222 | 0.2784 |
743
+ | 0.0822 | 676.0 | 69628 | 5.2592 | 0.3058 |
744
+ | 0.0852 | 677.0 | 69731 | 5.2905 | 0.2921 |
745
+ | 0.0819 | 678.0 | 69834 | 5.2874 | 0.2955 |
746
+ | 0.0842 | 679.0 | 69937 | 5.5141 | 0.2887 |
747
+ | 0.0871 | 680.0 | 70040 | 5.3684 | 0.2990 |
748
+ | 0.0756 | 681.0 | 70143 | 5.4528 | 0.2887 |
749
+ | 0.0844 | 682.0 | 70246 | 5.3712 | 0.2818 |
750
+ | 0.0774 | 683.0 | 70349 | 5.3621 | 0.2818 |
751
+ | 0.0914 | 684.0 | 70452 | 5.3721 | 0.3024 |
752
+ | 0.0883 | 685.0 | 70555 | 5.2809 | 0.2955 |
753
+ | 0.0812 | 686.0 | 70658 | 5.3432 | 0.2955 |
754
+ | 0.0838 | 687.0 | 70761 | 5.3131 | 0.3162 |
755
+ | 0.081 | 688.0 | 70864 | 5.3051 | 0.3058 |
756
+ | 0.0785 | 689.0 | 70967 | 5.2396 | 0.3024 |
757
+ | 0.0842 | 690.0 | 71070 | 5.2475 | 0.2818 |
758
+ | 0.0956 | 691.0 | 71173 | 5.3493 | 0.3058 |
759
+ | 0.0823 | 692.0 | 71276 | 5.2118 | 0.3127 |
760
+ | 0.0841 | 693.0 | 71379 | 5.1624 | 0.3127 |
761
+ | 0.078 | 694.0 | 71482 | 5.2229 | 0.3162 |
762
+ | 0.0831 | 695.0 | 71585 | 5.2669 | 0.3127 |
763
+ | 0.0863 | 696.0 | 71688 | 5.2763 | 0.3024 |
764
+ | 0.0957 | 697.0 | 71791 | 5.3014 | 0.3333 |
765
+ | 0.0775 | 698.0 | 71894 | 5.3820 | 0.2990 |
766
+ | 0.0907 | 699.0 | 71997 | 5.4359 | 0.3127 |
767
+ | 0.0802 | 700.0 | 72100 | 5.4012 | 0.3058 |
768
+ | 0.0799 | 701.0 | 72203 | 5.3790 | 0.2784 |
769
+ | 0.0822 | 702.0 | 72306 | 5.3593 | 0.2955 |
770
+ | 0.0841 | 703.0 | 72409 | 5.3180 | 0.2990 |
771
+ | 0.0883 | 704.0 | 72512 | 5.2755 | 0.3024 |
772
+ | 0.0863 | 705.0 | 72615 | 5.2439 | 0.3024 |
773
+ | 0.0776 | 706.0 | 72718 | 5.2928 | 0.2887 |
774
+ | 0.0854 | 707.0 | 72821 | 5.3421 | 0.2749 |
775
+ | 0.0853 | 708.0 | 72924 | 5.3366 | 0.2852 |
776
+ | 0.0864 | 709.0 | 73027 | 5.3050 | 0.2990 |
777
+ | 0.0802 | 710.0 | 73130 | 5.3095 | 0.3024 |
778
+ | 0.0868 | 711.0 | 73233 | 5.3088 | 0.2921 |
779
+ | 0.0817 | 712.0 | 73336 | 5.2846 | 0.2955 |
780
+ | 0.0848 | 713.0 | 73439 | 5.3219 | 0.2612 |
781
+ | 0.0891 | 714.0 | 73542 | 5.3707 | 0.2646 |
782
+ | 0.0829 | 715.0 | 73645 | 5.3405 | 0.2852 |
783
+ | 0.0882 | 716.0 | 73748 | 5.1875 | 0.3024 |
784
+ | 0.0944 | 717.0 | 73851 | 5.2667 | 0.2921 |
785
+ | 0.0713 | 718.0 | 73954 | 5.2920 | 0.2818 |
786
+ | 0.0855 | 719.0 | 74057 | 5.1722 | 0.2955 |
787
+ | 0.0812 | 720.0 | 74160 | 5.1372 | 0.2921 |
788
+ | 0.0731 | 721.0 | 74263 | 5.1013 | 0.2921 |
789
+ | 0.0845 | 722.0 | 74366 | 5.1055 | 0.2990 |
790
+ | 0.0857 | 723.0 | 74469 | 5.2164 | 0.2921 |
791
+ | 0.0843 | 724.0 | 74572 | 5.3023 | 0.2852 |
792
+ | 0.084 | 725.0 | 74675 | 5.1233 | 0.3127 |
793
+ | 0.0846 | 726.0 | 74778 | 5.3163 | 0.2680 |
794
+ | 0.0838 | 727.0 | 74881 | 5.2244 | 0.2749 |
795
+ | 0.0815 | 728.0 | 74984 | 5.1616 | 0.2784 |
796
+ | 0.0849 | 729.0 | 75087 | 5.1514 | 0.2955 |
797
+ | 0.0818 | 730.0 | 75190 | 5.1428 | 0.2990 |
798
+ | 0.0751 | 731.0 | 75293 | 5.1820 | 0.2749 |
799
+ | 0.0766 | 732.0 | 75396 | 5.2326 | 0.2749 |
800
+ | 0.0772 | 733.0 | 75499 | 5.2083 | 0.2955 |
801
+ | 0.0846 | 734.0 | 75602 | 5.3257 | 0.2887 |
802
+ | 0.0811 | 735.0 | 75705 | 5.3460 | 0.2784 |
803
+ | 0.089 | 736.0 | 75808 | 5.3004 | 0.2852 |
804
+ | 0.0711 | 737.0 | 75911 | 5.2424 | 0.2955 |
805
+ | 0.0852 | 738.0 | 76014 | 5.3143 | 0.2612 |
806
+ | 0.0798 | 739.0 | 76117 | 5.3268 | 0.2646 |
807
+ | 0.0783 | 740.0 | 76220 | 5.2696 | 0.2921 |
808
+ | 0.086 | 741.0 | 76323 | 5.2744 | 0.2749 |
809
+ | 0.0778 | 742.0 | 76426 | 5.3274 | 0.2818 |
810
+ | 0.0832 | 743.0 | 76529 | 5.3297 | 0.2852 |
811
+ | 0.0826 | 744.0 | 76632 | 5.2858 | 0.2990 |
812
+ | 0.0792 | 745.0 | 76735 | 5.3368 | 0.2852 |
813
+ | 0.0787 | 746.0 | 76838 | 5.3574 | 0.2749 |
814
+ | 0.0732 | 747.0 | 76941 | 5.3469 | 0.2852 |
815
+ | 0.0857 | 748.0 | 77044 | 5.2975 | 0.2955 |
816
+ | 0.07 | 749.0 | 77147 | 5.3372 | 0.2784 |
817
+ | 0.0829 | 750.0 | 77250 | 5.2525 | 0.2921 |
818
+ | 0.0794 | 751.0 | 77353 | 5.3314 | 0.2852 |
819
+ | 0.0781 | 752.0 | 77456 | 5.3318 | 0.2715 |
820
+ | 0.0914 | 753.0 | 77559 | 5.2651 | 0.2715 |
821
+ | 0.0822 | 754.0 | 77662 | 5.3557 | 0.2852 |
822
+ | 0.0782 | 755.0 | 77765 | 5.4120 | 0.2818 |
823
+ | 0.0828 | 756.0 | 77868 | 5.4191 | 0.2921 |
824
+ | 0.0747 | 757.0 | 77971 | 5.4100 | 0.3058 |
825
+ | 0.0765 | 758.0 | 78074 | 5.3832 | 0.3024 |
826
+ | 0.077 | 759.0 | 78177 | 5.3801 | 0.2955 |
827
+ | 0.0751 | 760.0 | 78280 | 5.3274 | 0.3058 |
828
+ | 0.0821 | 761.0 | 78383 | 5.3911 | 0.2955 |
829
+ | 0.0854 | 762.0 | 78486 | 5.4113 | 0.3093 |
830
+ | 0.0765 | 763.0 | 78589 | 5.3642 | 0.3024 |
831
+ | 0.0787 | 764.0 | 78692 | 5.3545 | 0.2887 |
832
+ | 0.0842 | 765.0 | 78795 | 5.3986 | 0.2990 |
833
+ | 0.0856 | 766.0 | 78898 | 5.4038 | 0.2887 |
834
+ | 0.082 | 767.0 | 79001 | 5.3815 | 0.3058 |
835
+ | 0.0787 | 768.0 | 79104 | 5.4093 | 0.2852 |
836
+ | 0.0731 | 769.0 | 79207 | 5.3961 | 0.2955 |
837
+ | 0.0762 | 770.0 | 79310 | 5.3746 | 0.3093 |
838
+ | 0.0874 | 771.0 | 79413 | 5.3983 | 0.3058 |
839
+ | 0.0835 | 772.0 | 79516 | 5.4264 | 0.2887 |
840
+ | 0.0841 | 773.0 | 79619 | 5.4252 | 0.2990 |
841
+ | 0.0792 | 774.0 | 79722 | 5.3730 | 0.3058 |
842
+ | 0.0816 | 775.0 | 79825 | 5.3834 | 0.3127 |
843
+ | 0.0928 | 776.0 | 79928 | 5.4694 | 0.2887 |
844
+ | 0.0739 | 777.0 | 80031 | 5.3801 | 0.2887 |
845
+ | 0.0778 | 778.0 | 80134 | 5.3827 | 0.2818 |
846
+ | 0.0826 | 779.0 | 80237 | 5.4980 | 0.2887 |
847
+ | 0.0873 | 780.0 | 80340 | 5.3884 | 0.2749 |
848
+ | 0.0762 | 781.0 | 80443 | 5.3831 | 0.2887 |
849
+ | 0.0802 | 782.0 | 80546 | 5.4449 | 0.2852 |
850
+ | 0.0832 | 783.0 | 80649 | 5.4030 | 0.2921 |
851
+ | 0.0716 | 784.0 | 80752 | 5.4508 | 0.2955 |
852
+ | 0.0885 | 785.0 | 80855 | 5.3869 | 0.2887 |
853
+ | 0.0685 | 786.0 | 80958 | 5.3692 | 0.2990 |
854
+ | 0.0797 | 787.0 | 81061 | 5.3884 | 0.3024 |
855
+ | 0.0748 | 788.0 | 81164 | 5.3263 | 0.3162 |
856
+ | 0.0741 | 789.0 | 81267 | 5.3524 | 0.3024 |
857
+ | 0.0767 | 790.0 | 81370 | 5.2625 | 0.3230 |
858
+ | 0.0814 | 791.0 | 81473 | 5.2668 | 0.3299 |
859
+ | 0.0845 | 792.0 | 81576 | 5.2356 | 0.3093 |
860
+ | 0.076 | 793.0 | 81679 | 5.2616 | 0.3230 |
861
+ | 0.0769 | 794.0 | 81782 | 5.3046 | 0.3333 |
862
+ | 0.0866 | 795.0 | 81885 | 5.2902 | 0.3299 |
863
+ | 0.0772 | 796.0 | 81988 | 5.3078 | 0.3127 |
864
+ | 0.079 | 797.0 | 82091 | 5.2889 | 0.2955 |
865
+ | 0.0797 | 798.0 | 82194 | 5.2158 | 0.2990 |
866
+ | 0.0802 | 799.0 | 82297 | 5.3130 | 0.3024 |
867
+ | 0.0859 | 800.0 | 82400 | 5.2843 | 0.3162 |
868
+ | 0.0789 | 801.0 | 82503 | 5.2430 | 0.3127 |
869
+ | 0.0809 | 802.0 | 82606 | 5.2167 | 0.3436 |
870
+ | 0.0787 | 803.0 | 82709 | 5.2202 | 0.3127 |
871
+ | 0.0878 | 804.0 | 82812 | 5.3567 | 0.3024 |
872
+ | 0.0772 | 805.0 | 82915 | 5.3986 | 0.2887 |
873
+ | 0.0809 | 806.0 | 83018 | 5.3578 | 0.2887 |
874
+ | 0.0815 | 807.0 | 83121 | 5.3142 | 0.3093 |
875
+ | 0.0762 | 808.0 | 83224 | 5.2857 | 0.2955 |
876
+ | 0.0732 | 809.0 | 83327 | 5.2571 | 0.2955 |
877
+ | 0.0779 | 810.0 | 83430 | 5.2882 | 0.2887 |
878
+ | 0.0872 | 811.0 | 83533 | 5.3455 | 0.3024 |
879
+ | 0.076 | 812.0 | 83636 | 5.2805 | 0.2955 |
880
+ | 0.0894 | 813.0 | 83739 | 5.2921 | 0.2990 |
881
+ | 0.0724 | 814.0 | 83842 | 5.3510 | 0.2887 |
882
+ | 0.0828 | 815.0 | 83945 | 5.3011 | 0.3024 |
883
+ | 0.0818 | 816.0 | 84048 | 5.2944 | 0.3196 |
884
+ | 0.0728 | 817.0 | 84151 | 5.2526 | 0.3058 |
885
+ | 0.0776 | 818.0 | 84254 | 5.2646 | 0.2921 |
886
+ | 0.0768 | 819.0 | 84357 | 5.3151 | 0.3024 |
887
+ | 0.0725 | 820.0 | 84460 | 5.3043 | 0.3058 |
888
+ | 0.077 | 821.0 | 84563 | 5.3536 | 0.3024 |
889
+ | 0.0815 | 822.0 | 84666 | 5.3243 | 0.3162 |
890
+ | 0.0753 | 823.0 | 84769 | 5.3728 | 0.2990 |
891
+ | 0.0837 | 824.0 | 84872 | 5.3566 | 0.2852 |
892
+ | 0.0786 | 825.0 | 84975 | 5.3487 | 0.3058 |
893
+ | 0.0897 | 826.0 | 85078 | 5.3847 | 0.2955 |
894
+ | 0.079 | 827.0 | 85181 | 5.3576 | 0.2955 |
895
+ | 0.0791 | 828.0 | 85284 | 5.3439 | 0.2818 |
896
+ | 0.0778 | 829.0 | 85387 | 5.3457 | 0.2921 |
897
+ | 0.0732 | 830.0 | 85490 | 5.3470 | 0.2887 |
898
+ | 0.0752 | 831.0 | 85593 | 5.3294 | 0.2921 |
899
+ | 0.0823 | 832.0 | 85696 | 5.4163 | 0.2887 |
900
+ | 0.0803 | 833.0 | 85799 | 5.3962 | 0.3058 |
901
+ | 0.0792 | 834.0 | 85902 | 5.3944 | 0.3127 |
902
+ | 0.0701 | 835.0 | 86005 | 5.4105 | 0.3024 |
903
+ | 0.0853 | 836.0 | 86108 | 5.3402 | 0.3162 |
904
+ | 0.0753 | 837.0 | 86211 | 5.3846 | 0.3196 |
905
+ | 0.0867 | 838.0 | 86314 | 5.4029 | 0.3024 |
906
+ | 0.0722 | 839.0 | 86417 | 5.3613 | 0.3093 |
907
+ | 0.0686 | 840.0 | 86520 | 5.3966 | 0.3093 |
908
+ | 0.0891 | 841.0 | 86623 | 5.3980 | 0.2955 |
909
+ | 0.0826 | 842.0 | 86726 | 5.3373 | 0.3024 |
910
+ | 0.0767 | 843.0 | 86829 | 5.4020 | 0.2955 |
911
+ | 0.0816 | 844.0 | 86932 | 5.3813 | 0.2784 |
912
+ | 0.0775 | 845.0 | 87035 | 5.3968 | 0.2887 |
913
+ | 0.0694 | 846.0 | 87138 | 5.4287 | 0.2955 |
914
+ | 0.0816 | 847.0 | 87241 | 5.4425 | 0.2990 |
915
+ | 0.0697 | 848.0 | 87344 | 5.4049 | 0.3024 |
916
+ | 0.0771 | 849.0 | 87447 | 5.4044 | 0.2990 |
917
+ | 0.0712 | 850.0 | 87550 | 5.4029 | 0.2990 |
918
+ | 0.0806 | 851.0 | 87653 | 5.3960 | 0.2818 |
919
+ | 0.0766 | 852.0 | 87756 | 5.3878 | 0.2852 |
920
+ | 0.074 | 853.0 | 87859 | 5.4213 | 0.2749 |
921
+ | 0.0779 | 854.0 | 87962 | 5.4028 | 0.2784 |
922
+ | 0.084 | 855.0 | 88065 | 5.4720 | 0.2852 |
923
+ | 0.0757 | 856.0 | 88168 | 5.4470 | 0.2784 |
924
+ | 0.0763 | 857.0 | 88271 | 5.4431 | 0.2749 |
925
+ | 0.0816 | 858.0 | 88374 | 5.4127 | 0.2749 |
926
+ | 0.0761 | 859.0 | 88477 | 5.4201 | 0.2646 |
927
+ | 0.093 | 860.0 | 88580 | 5.3464 | 0.3024 |
928
+ | 0.0729 | 861.0 | 88683 | 5.3696 | 0.2852 |
929
+ | 0.0792 | 862.0 | 88786 | 5.3409 | 0.2990 |
930
+ | 0.0742 | 863.0 | 88889 | 5.3730 | 0.2818 |
931
+ | 0.0795 | 864.0 | 88992 | 5.4294 | 0.2818 |
932
+ | 0.0701 | 865.0 | 89095 | 5.4176 | 0.2715 |
933
+ | 0.087 | 866.0 | 89198 | 5.4339 | 0.2784 |
934
+ | 0.0775 | 867.0 | 89301 | 5.4669 | 0.2818 |
935
+ | 0.0764 | 868.0 | 89404 | 5.4774 | 0.2955 |
936
+ | 0.0827 | 869.0 | 89507 | 5.4227 | 0.2921 |
937
+ | 0.0757 | 870.0 | 89610 | 5.4220 | 0.3024 |
938
+ | 0.0761 | 871.0 | 89713 | 5.3954 | 0.2887 |
939
+ | 0.0777 | 872.0 | 89816 | 5.3860 | 0.3024 |
940
+ | 0.0737 | 873.0 | 89919 | 5.3625 | 0.2818 |
941
+ | 0.0777 | 874.0 | 90022 | 5.4137 | 0.2955 |
942
+ | 0.0758 | 875.0 | 90125 | 5.4152 | 0.2818 |
943
+ | 0.0764 | 876.0 | 90228 | 5.3812 | 0.2921 |
944
+ | 0.087 | 877.0 | 90331 | 5.3757 | 0.3024 |
945
+ | 0.0705 | 878.0 | 90434 | 5.3995 | 0.2852 |
946
+ | 0.0831 | 879.0 | 90537 | 5.3755 | 0.2852 |
947
+ | 0.0692 | 880.0 | 90640 | 5.3843 | 0.2852 |
948
+ | 0.0752 | 881.0 | 90743 | 5.3978 | 0.2852 |
949
+ | 0.0732 | 882.0 | 90846 | 5.3873 | 0.2887 |
950
+ | 0.0836 | 883.0 | 90949 | 5.3961 | 0.2818 |
951
+ | 0.0761 | 884.0 | 91052 | 5.4159 | 0.2887 |
952
+ | 0.082 | 885.0 | 91155 | 5.4183 | 0.2990 |
953
+ | 0.0729 | 886.0 | 91258 | 5.4438 | 0.2921 |
954
+ | 0.0908 | 887.0 | 91361 | 5.4588 | 0.2784 |
955
+ | 0.0677 | 888.0 | 91464 | 5.4840 | 0.2818 |
956
+ | 0.0821 | 889.0 | 91567 | 5.4664 | 0.2887 |
957
+ | 0.0812 | 890.0 | 91670 | 5.5019 | 0.2990 |
958
+ | 0.0849 | 891.0 | 91773 | 5.4783 | 0.3024 |
959
+ | 0.079 | 892.0 | 91876 | 5.4933 | 0.2818 |
960
+ | 0.0703 | 893.0 | 91979 | 5.5191 | 0.2921 |
961
+ | 0.0777 | 894.0 | 92082 | 5.5171 | 0.2921 |
962
+ | 0.0767 | 895.0 | 92185 | 5.5280 | 0.2818 |
963
+ | 0.0697 | 896.0 | 92288 | 5.4920 | 0.2887 |
964
+ | 0.0831 | 897.0 | 92391 | 5.4587 | 0.2887 |
965
+ | 0.0715 | 898.0 | 92494 | 5.4843 | 0.2887 |
966
+ | 0.0764 | 899.0 | 92597 | 5.5036 | 0.2921 |
967
+ | 0.0785 | 900.0 | 92700 | 5.4781 | 0.2921 |
968
+ | 0.0783 | 901.0 | 92803 | 5.4685 | 0.3058 |
969
+ | 0.0791 | 902.0 | 92906 | 5.4434 | 0.3093 |
970
+ | 0.0714 | 903.0 | 93009 | 5.4704 | 0.3093 |
971
+ | 0.0834 | 904.0 | 93112 | 5.4543 | 0.3058 |
972
+ | 0.0796 | 905.0 | 93215 | 5.4430 | 0.3093 |
973
+ | 0.0741 | 906.0 | 93318 | 5.4621 | 0.2990 |
974
+ | 0.0752 | 907.0 | 93421 | 5.4498 | 0.3024 |
975
+ | 0.0776 | 908.0 | 93524 | 5.4553 | 0.2955 |
976
+ | 0.0795 | 909.0 | 93627 | 5.4151 | 0.3024 |
977
+ | 0.0771 | 910.0 | 93730 | 5.3965 | 0.2990 |
978
+ | 0.0756 | 911.0 | 93833 | 5.4121 | 0.3058 |
979
+ | 0.0769 | 912.0 | 93936 | 5.4056 | 0.2990 |
980
+ | 0.0799 | 913.0 | 94039 | 5.3876 | 0.3024 |
981
+ | 0.0853 | 914.0 | 94142 | 5.4022 | 0.2990 |
982
+ | 0.0726 | 915.0 | 94245 | 5.4384 | 0.2852 |
983
+ | 0.0745 | 916.0 | 94348 | 5.4223 | 0.2955 |
984
+ | 0.0688 | 917.0 | 94451 | 5.4298 | 0.2887 |
985
+ | 0.0743 | 918.0 | 94554 | 5.4227 | 0.3024 |
986
+ | 0.0842 | 919.0 | 94657 | 5.3807 | 0.3093 |
987
+ | 0.0732 | 920.0 | 94760 | 5.3881 | 0.2990 |
988
+ | 0.0717 | 921.0 | 94863 | 5.3828 | 0.2990 |
989
+ | 0.084 | 922.0 | 94966 | 5.3770 | 0.3024 |
990
+ | 0.079 | 923.0 | 95069 | 5.3873 | 0.2887 |
991
+ | 0.0761 | 924.0 | 95172 | 5.3788 | 0.2921 |
992
+ | 0.0777 | 925.0 | 95275 | 5.3932 | 0.2921 |
993
+ | 0.0729 | 926.0 | 95378 | 5.4352 | 0.2921 |
994
+ | 0.0756 | 927.0 | 95481 | 5.4271 | 0.2921 |
995
+ | 0.0699 | 928.0 | 95584 | 5.4086 | 0.2955 |
996
+ | 0.0814 | 929.0 | 95687 | 5.4210 | 0.2784 |
997
+ | 0.07 | 930.0 | 95790 | 5.4176 | 0.2852 |
998
+ | 0.0736 | 931.0 | 95893 | 5.4347 | 0.2852 |
999
+ | 0.0694 | 932.0 | 95996 | 5.4364 | 0.2887 |
1000
+ | 0.0771 | 933.0 | 96099 | 5.4468 | 0.2852 |
1001
+ | 0.0718 | 934.0 | 96202 | 5.4523 | 0.2887 |
1002
+ | 0.0784 | 935.0 | 96305 | 5.4216 | 0.2852 |
1003
+ | 0.087 | 936.0 | 96408 | 5.4159 | 0.2818 |
1004
+ | 0.0717 | 937.0 | 96511 | 5.4228 | 0.2852 |
1005
+ | 0.0714 | 938.0 | 96614 | 5.4017 | 0.2852 |
1006
+ | 0.0754 | 939.0 | 96717 | 5.4021 | 0.2852 |
1007
+ | 0.0733 | 940.0 | 96820 | 5.3958 | 0.2852 |
1008
+ | 0.0697 | 941.0 | 96923 | 5.3859 | 0.2887 |
1009
+ | 0.082 | 942.0 | 97026 | 5.3714 | 0.2921 |
1010
+ | 0.0696 | 943.0 | 97129 | 5.3697 | 0.2921 |
1011
+ | 0.0719 | 944.0 | 97232 | 5.3969 | 0.2784 |
1012
+ | 0.0772 | 945.0 | 97335 | 5.3958 | 0.2852 |
1013
+ | 0.0759 | 946.0 | 97438 | 5.4128 | 0.2818 |
1014
+ | 0.074 | 947.0 | 97541 | 5.4283 | 0.2818 |
1015
+ | 0.0704 | 948.0 | 97644 | 5.4305 | 0.2818 |
1016
+ | 0.069 | 949.0 | 97747 | 5.4300 | 0.2852 |
1017
+ | 0.0701 | 950.0 | 97850 | 5.4446 | 0.2818 |
1018
+ | 0.087 | 951.0 | 97953 | 5.4365 | 0.2818 |
1019
+ | 0.0837 | 952.0 | 98056 | 5.4268 | 0.2921 |
1020
+ | 0.0754 | 953.0 | 98159 | 5.4260 | 0.2955 |
1021
+ | 0.0778 | 954.0 | 98262 | 5.4057 | 0.2955 |
1022
+ | 0.0643 | 955.0 | 98365 | 5.3992 | 0.2921 |
1023
+ | 0.0768 | 956.0 | 98468 | 5.3886 | 0.2990 |
1024
+ | 0.0727 | 957.0 | 98571 | 5.3845 | 0.2990 |
1025
+ | 0.0859 | 958.0 | 98674 | 5.3822 | 0.2955 |
1026
+ | 0.0831 | 959.0 | 98777 | 5.3852 | 0.2955 |
1027
+ | 0.0756 | 960.0 | 98880 | 5.3884 | 0.2955 |
1028
+ | 0.0857 | 961.0 | 98983 | 5.3892 | 0.2955 |
1029
+ | 0.0707 | 962.0 | 99086 | 5.3776 | 0.2921 |
1030
+ | 0.0746 | 963.0 | 99189 | 5.3785 | 0.3058 |
1031
+ | 0.0745 | 964.0 | 99292 | 5.3776 | 0.2921 |
1032
+ | 0.0827 | 965.0 | 99395 | 5.3704 | 0.2887 |
1033
+ | 0.0774 | 966.0 | 99498 | 5.3653 | 0.2921 |
1034
+ | 0.0795 | 967.0 | 99601 | 5.3569 | 0.2887 |
1035
+ | 0.0759 | 968.0 | 99704 | 5.3515 | 0.2887 |
1036
+ | 0.0713 | 969.0 | 99807 | 5.3752 | 0.2955 |
1037
+ | 0.0735 | 970.0 | 99910 | 5.3728 | 0.2955 |
1038
+ | 0.0777 | 971.0 | 100013 | 5.3690 | 0.2955 |
1039
+ | 0.0844 | 972.0 | 100116 | 5.3782 | 0.2921 |
1040
+ | 0.0758 | 973.0 | 100219 | 5.3822 | 0.2921 |
1041
+ | 0.0735 | 974.0 | 100322 | 5.3893 | 0.2852 |
1042
+ | 0.0698 | 975.0 | 100425 | 5.3887 | 0.2818 |
1043
+ | 0.0773 | 976.0 | 100528 | 5.3908 | 0.2852 |
1044
+ | 0.0695 | 977.0 | 100631 | 5.3909 | 0.2887 |
1045
+ | 0.0786 | 978.0 | 100734 | 5.3939 | 0.2921 |
1046
+ | 0.0784 | 979.0 | 100837 | 5.3838 | 0.2921 |
1047
+ | 0.078 | 980.0 | 100940 | 5.3891 | 0.2921 |
1048
+ | 0.0721 | 981.0 | 101043 | 5.3875 | 0.2887 |
1049
+ | 0.0779 | 982.0 | 101146 | 5.3925 | 0.2887 |
1050
+ | 0.0706 | 983.0 | 101249 | 5.4006 | 0.2921 |
1051
+ | 0.0808 | 984.0 | 101352 | 5.4022 | 0.2921 |
1052
+ | 0.071 | 985.0 | 101455 | 5.4076 | 0.2921 |
1053
+ | 0.0743 | 986.0 | 101558 | 5.4104 | 0.2921 |
1054
+ | 0.0784 | 987.0 | 101661 | 5.4093 | 0.2921 |
1055
+ | 0.0793 | 988.0 | 101764 | 5.4071 | 0.2921 |
1056
+ | 0.0838 | 989.0 | 101867 | 5.4029 | 0.2921 |
1057
+ | 0.0708 | 990.0 | 101970 | 5.4035 | 0.2921 |
1058
+ | 0.0742 | 991.0 | 102073 | 5.4021 | 0.2921 |
1059
+ | 0.0746 | 992.0 | 102176 | 5.4050 | 0.2921 |
1060
+ | 0.0756 | 993.0 | 102279 | 5.4059 | 0.2921 |
1061
+ | 0.0744 | 994.0 | 102382 | 5.4053 | 0.2921 |
1062
+ | 0.0741 | 995.0 | 102485 | 5.4075 | 0.2921 |
1063
+ | 0.0757 | 996.0 | 102588 | 5.4072 | 0.2921 |
1064
+ | 0.0735 | 997.0 | 102691 | 5.4086 | 0.2921 |
1065
+ | 0.0708 | 998.0 | 102794 | 5.4088 | 0.2921 |
1066
+ | 0.0812 | 999.0 | 102897 | 5.4088 | 0.2921 |
1067
+ | 0.0722 | 1000.0 | 103000 | 5.4090 | 0.2921 |
1068
 
1069
 
1070
  ### Framework versions
all_results.json CHANGED
@@ -1,12 +1,12 @@
1
  {
2
- "epoch": 5.0,
3
- "eval_accuracy": 0.667741935483871,
4
- "eval_loss": 1.1343069076538086,
5
- "eval_runtime": 9.5815,
6
- "eval_samples_per_second": 64.708,
7
- "eval_steps_per_second": 8.141,
8
- "train_loss": 1.3098904757066208,
9
- "train_runtime": 876.6572,
10
- "train_samples_per_second": 20.036,
11
- "train_steps_per_second": 2.51
12
  }
 
1
  {
2
+ "epoch": 1000.0,
3
+ "eval_accuracy": 0.3024054982817869,
4
+ "eval_loss": 2.623465061187744,
5
+ "eval_runtime": 4.4214,
6
+ "eval_samples_per_second": 65.817,
7
+ "eval_steps_per_second": 4.297,
8
+ "train_loss": 0.18406761223135643,
9
+ "train_runtime": 65091.9872,
10
+ "train_samples_per_second": 25.257,
11
+ "train_steps_per_second": 1.582
12
  }
config.json CHANGED
@@ -10,81 +10,83 @@
10
  "hidden_dropout_prob": 0.0,
11
  "hidden_size": 768,
12
  "id2label": {
13
- "0": "andymeneely",
14
- "1": "aussiesim",
15
- "10": "generalace135",
16
- "11": "guard13007",
17
- "12": "heavenly-dog",
18
- "13": "irongamer",
19
- "14": "john-colburn",
20
- "15": "john-redman",
21
- "16": "kier-heyl",
22
- "17": "lorc",
23
- "18": "lord-berandas",
24
- "19": "lucasms",
25
- "2": "carl-olsen",
26
- "20": "pepijn-poolman",
27
- "21": "pierre-leducq",
28
- "22": "priorblue",
29
- "23": "quoting",
30
- "24": "rihlsul",
31
- "25": "sbed",
32
- "26": "skoll",
33
- "27": "sparker",
34
- "28": "spencerdub",
35
- "29": "starseeker",
36
- "3": "caro-asercion",
37
- "30": "various-artists",
38
- "31": "viscious-speed",
39
- "32": "willdabeast",
40
- "33": "zajkonur",
41
- "34": "zeromancer",
42
- "4": "cathelineau",
43
- "5": "catsu",
44
- "6": "darkzaitzev",
45
- "7": "delapouite",
46
- "8": "faithtoken",
47
- "9": "felbrigg"
 
48
  },
49
  "image_size": 224,
50
  "initializer_range": 0.02,
51
  "intermediate_size": 3072,
52
  "label2id": {
53
- "andymeneely": "0",
54
- "aussiesim": "1",
55
- "carl-olsen": "2",
56
- "caro-asercion": "3",
57
- "cathelineau": "4",
58
- "catsu": "5",
59
- "darkzaitzev": "6",
60
- "delapouite": "7",
61
- "faithtoken": "8",
62
- "felbrigg": "9",
63
- "generalace135": "10",
64
- "guard13007": "11",
65
- "heavenly-dog": "12",
66
- "irongamer": "13",
67
- "john-colburn": "14",
68
- "john-redman": "15",
69
- "kier-heyl": "16",
70
- "lorc": "17",
71
- "lord-berandas": "18",
72
- "lucasms": "19",
73
- "pepijn-poolman": "20",
74
- "pierre-leducq": "21",
75
- "priorblue": "22",
76
- "quoting": "23",
77
- "rihlsul": "24",
78
- "sbed": "25",
79
- "skoll": "26",
80
- "sparker": "27",
81
- "spencerdub": "28",
82
- "starseeker": "29",
83
- "various-artists": "30",
84
- "viscious-speed": "31",
85
- "willdabeast": "32",
86
- "zajkonur": "33",
87
- "zeromancer": "34"
 
88
  },
89
  "layer_norm_eps": 1e-12,
90
  "model_type": "vit",
 
10
  "hidden_dropout_prob": 0.0,
11
  "hidden_size": 768,
12
  "id2label": {
13
+ "0": "YX-\u4e8c\u6b21\u5143\u5e7f\u544a",
14
+ "1": "banner",
15
+ "10": "\u5e73\u9762-\u65e5\u5f0f",
16
+ "11": "\u5e7f\u544a\u56fe",
17
+ "12": "\u5e7f\u544a\u6295\u653e\u4e70\u91cf\u56fe",
18
+ "13": "\u5feb\u624b\u4fe1\u606f\u6d41\u6295\u653e\u56fe",
19
+ "14": "\u6392\u7248\u56fe\u7247",
20
+ "15": "\u6d77\u5916",
21
+ "16": "\u6d77\u62a5\u89c6\u89c9",
22
+ "17": "\u6e20\u9053\u56fe",
23
+ "18": "\u6e2f\u6fb3\u53f0\u5e7f\u544a\u56fe",
24
+ "19": "\u6e38\u620f Banner",
25
+ "2": "\u4e8c\u6b21\u5143\u5e7f\u544a",
26
+ "20": "\u6e38\u620fKV",
27
+ "21": "\u6e38\u620f\u4e70\u91cf",
28
+ "22": "\u6e38\u620f\u4e94\u56fe",
29
+ "23": "\u6e38\u620f\u53d1\u884c",
30
+ "24": "\u6e38\u620f\u5e7f\u544a",
31
+ "25": "\u6e38\u620f\u5e7f\u544a-\u6392\u7248",
32
+ "26": "\u6e38\u620f\u5e7f\u544a\u56fe",
33
+ "27": "\u6e38\u620f\u6295\u653e",
34
+ "28": "\u6e38\u620f\u6392\u7248",
35
+ "29": "\u6e38\u620f\u63a8\u5e7f",
36
+ "3": "\u4e8c\u6b21\u5143\u6295\u653e\u56fe",
37
+ "30": "\u6e38\u620f\u6d77\u62a5-\u5b57\u4f53\u6837\u5f0f",
38
+ "31": "\u79d1\u5e7b\u7aef\u754c\u9762",
39
+ "32": "\u7ad6\u7248\u5e7f\u70b9\u901a",
40
+ "33": "\u7ad6\u7248\u672cBanner",
41
+ "34": "\u7eaf\u65e5\u5f0fbanner~",
42
+ "35": "\u9762\u677f\u53c2\u8003",
43
+ "4": "\u4ed9\u4fa0\u6295\u653e\u56fe",
44
+ "5": "\u5361\u724c\u80cc\u666f",
45
+ "6": "\u5546\u5e97\u56fe",
46
+ "7": "\u5546\u5e97\u56fe\u6a2a\u7248",
47
+ "8": "\u56fd\u98ce\u3001\u4f20\u5947\u7c7b",
48
+ "9": "\u5c0f\u59d0\u59d0\u6210\u56fe"
49
  },
50
  "image_size": 224,
51
  "initializer_range": 0.02,
52
  "intermediate_size": 3072,
53
  "label2id": {
54
+ "YX-\u4e8c\u6b21\u5143\u5e7f\u544a": "0",
55
+ "banner": "1",
56
+ "\u4e8c\u6b21\u5143\u5e7f\u544a": "2",
57
+ "\u4e8c\u6b21\u5143\u6295\u653e\u56fe": "3",
58
+ "\u4ed9\u4fa0\u6295\u653e\u56fe": "4",
59
+ "\u5361\u724c\u80cc\u666f": "5",
60
+ "\u5546\u5e97\u56fe": "6",
61
+ "\u5546\u5e97\u56fe\u6a2a\u7248": "7",
62
+ "\u56fd\u98ce\u3001\u4f20\u5947\u7c7b": "8",
63
+ "\u5c0f\u59d0\u59d0\u6210\u56fe": "9",
64
+ "\u5e73\u9762-\u65e5\u5f0f": "10",
65
+ "\u5e7f\u544a\u56fe": "11",
66
+ "\u5e7f\u544a\u6295\u653e\u4e70\u91cf\u56fe": "12",
67
+ "\u5feb\u624b\u4fe1\u606f\u6d41\u6295\u653e\u56fe": "13",
68
+ "\u6392\u7248\u56fe\u7247": "14",
69
+ "\u6d77\u5916": "15",
70
+ "\u6d77\u62a5\u89c6\u89c9": "16",
71
+ "\u6e20\u9053\u56fe": "17",
72
+ "\u6e2f\u6fb3\u53f0\u5e7f\u544a\u56fe": "18",
73
+ "\u6e38\u620f Banner": "19",
74
+ "\u6e38\u620fKV": "20",
75
+ "\u6e38\u620f\u4e70\u91cf": "21",
76
+ "\u6e38\u620f\u4e94\u56fe": "22",
77
+ "\u6e38\u620f\u53d1\u884c": "23",
78
+ "\u6e38\u620f\u5e7f\u544a": "24",
79
+ "\u6e38\u620f\u5e7f\u544a-\u6392\u7248": "25",
80
+ "\u6e38\u620f\u5e7f\u544a\u56fe": "26",
81
+ "\u6e38\u620f\u6295\u653e": "27",
82
+ "\u6e38\u620f\u6392\u7248": "28",
83
+ "\u6e38\u620f\u63a8\u5e7f": "29",
84
+ "\u6e38\u620f\u6d77\u62a5-\u5b57\u4f53\u6837\u5f0f": "30",
85
+ "\u79d1\u5e7b\u7aef\u754c\u9762": "31",
86
+ "\u7ad6\u7248\u5e7f\u70b9\u901a": "32",
87
+ "\u7ad6\u7248\u672cBanner": "33",
88
+ "\u7eaf\u65e5\u5f0fbanner~": "34",
89
+ "\u9762\u677f\u53c2\u8003": "35"
90
  },
91
  "layer_norm_eps": 1e-12,
92
  "model_type": "vit",
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 5.0,
3
- "eval_accuracy": 0.667741935483871,
4
- "eval_loss": 1.1343069076538086,
5
- "eval_runtime": 9.5815,
6
- "eval_samples_per_second": 64.708,
7
- "eval_steps_per_second": 8.141
8
  }
 
1
  {
2
+ "epoch": 1000.0,
3
+ "eval_accuracy": 0.3024054982817869,
4
+ "eval_loss": 2.623465061187744,
5
+ "eval_runtime": 4.4214,
6
+ "eval_samples_per_second": 65.817,
7
+ "eval_steps_per_second": 4.297
8
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e583797a7fd00f9f0a60d7598345b0b11c7cfba8a956ad1e7b79a8a71d85ac01
3
- size 343370221
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1f55d67dfcc6ca8e31032add8ec273577aaa4e254594b56c04223c095e981d8d
3
+ size 343373293
train_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "epoch": 5.0,
3
- "train_loss": 1.3098904757066208,
4
- "train_runtime": 876.6572,
5
- "train_samples_per_second": 20.036,
6
- "train_steps_per_second": 2.51
7
  }
 
1
  {
2
+ "epoch": 1000.0,
3
+ "train_loss": 0.18406761223135643,
4
+ "train_runtime": 65091.9872,
5
+ "train_samples_per_second": 25.257,
6
+ "train_steps_per_second": 1.582
7
  }
trainer_state.json CHANGED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a33353400f27584094f134589e0c67f95434d1cc8336e1f209b874214d080af5
3
- size 3643
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f92dba8dd1fc824bbaa2eb9c7bd3fe755140b7818bf43dffffffb454b6d80a6b
3
+ size 3579