SetFit with mini1013/master_item_top_el_flat_test
This is a SetFit model that can be used for Text Classification. This SetFit model uses mini1013/master_item_top_el_flat_test 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_item_top_el_flat_test
- Classification head: a LogisticRegression instance
- Maximum Sequence Length: 512 tokens
- Number of Classes: 301 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 |
---|---|
266 |
|
52 |
|
260 |
|
148 |
|
185 |
|
295 |
|
290 |
|
77 |
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215 |
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238 |
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63 |
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51 |
|
270 |
|
69 |
|
0 |
|
205 |
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268 |
|
4 |
|
292 |
|
144 |
|
208 |
|
226 |
|
105 |
|
139 |
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12 |
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231 |
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25 |
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91 |
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24 |
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92 |
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18 |
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224 |
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93 |
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274 |
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168 |
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160 |
|
54 |
|
10 |
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127 |
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252 |
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258 |
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192 |
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211 |
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45 |
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167 |
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285 |
|
99 |
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122 |
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13 |
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191 |
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277 |
|
173 |
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125 |
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169 |
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282 |
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66 |
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166 |
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207 |
|
46 |
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284 |
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43 |
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264 |
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214 |
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246 |
|
55 |
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179 |
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79 |
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21 |
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41 |
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203 |
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232 |
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283 |
|
38 |
|
97 |
|
218 |
|
197 |
|
94 |
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269 |
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227 |
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216 |
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242 |
|
147 |
|
120 |
|
189 |
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111 |
|
60 |
|
27 |
|
195 |
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174 |
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213 |
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20 |
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234 |
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31 |
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14 |
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219 |
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33 |
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106 |
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131 |
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199 |
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109 |
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29 |
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239 |
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293 |
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254 |
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212 |
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272 |
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220 |
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176 |
|
140 |
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228 |
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164 |
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61 |
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276 |
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104 |
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128 |
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150 |
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117 |
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149 |
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251 |
|
88 |
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153 |
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85 |
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23 |
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156 |
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74 |
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222 |
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262 |
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236 |
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296 |
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16 |
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196 |
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133 |
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123 |
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275 |
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19 |
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171 |
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294 |
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210 |
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287 |
|
83 |
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204 |
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81 |
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161 |
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39 |
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162 |
|
59 |
|
89 |
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182 |
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187 |
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259 |
|
112 |
|
132 |
|
7 |
|
28 |
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223 |
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163 |
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273 |
|
65 |
|
11 |
|
135 |
|
241 |
|
188 |
|
190 |
|
124 |
|
235 |
|
138 |
|
6 |
|
75 |
|
281 |
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177 |
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299 |
|
114 |
|
129 |
|
17 |
|
186 |
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193 |
|
32 |
|
145 |
|
237 |
|
200 |
|
288 |
|
113 |
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291 |
|
261 |
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221 |
|
37 |
|
82 |
|
279 |
|
42 |
|
1 |
|
165 |
|
253 |
|
286 |
|
152 |
|
2 |
|
76 |
|
87 |
|
3 |
|
225 |
|
84 |
|
157 |
|
248 |
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265 |
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257 |
|
22 |
|
154 |
|
198 |
|
263 |
|
80 |
|
119 |
|
98 |
|
5 |
|
300 |
|
101 |
|
180 |
|
142 |
|
30 |
|
202 |
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230 |
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249 |
|
40 |
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256 |
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209 |
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267 |
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118 |
|
240 |
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255 |
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15 |
|
181 |
|
278 |
|
44 |
|
159 |
|
35 |
|
146 |
|
50 |
|
206 |
|
53 |
|
183 |
|
243 |
|
184 |
|
229 |
|
170 |
|
233 |
|
201 |
|
136 |
|
70 |
|
250 |
|
58 |
|
78 |
|
34 |
|
298 |
|
57 |
|
100 |
|
68 |
|
9 |
|
244 |
|
56 |
|
297 |
|
151 |
|
134 |
|
86 |
|
194 |
|
71 |
|
95 |
|
26 |
|
280 |
|
107 |
|
217 |
|
115 |
|
178 |
|
247 |
|
73 |
|
137 |
|
141 |
|
90 |
|
102 |
|
47 |
|
289 |
|
245 |
|
96 |
|
271 |
|
155 |
|
175 |
|
108 |
|
49 |
|
126 |
|
158 |
|
8 |
|
121 |
|
143 |
|
72 |
|
36 |
|
116 |
|
130 |
|
110 |
|
62 |
|
64 |
|
103 |
|
48 |
|
67 |
|
172 |
|
Evaluation
Metrics
Label | Accuracy |
---|---|
all | 0.9030 |
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_el_flat_test")
# Run inference
preds = model("상품명 : 포웨이브 슬림형 워셔블 케어 냉온수매트 거실 저소음 더블 실버 카페트매트 옵션명 : ")
Training Details
Training Set Metrics
Training set | Min | Median | Max |
---|---|---|---|
Word count | 7 | 27.1438 | 75 |
Label | Training Sample Count |
---|---|
0 | 250 |
1 | 250 |
2 | 250 |
3 | 250 |
4 | 250 |
5 | 250 |
6 | 250 |
7 | 250 |
8 | 250 |
9 | 250 |
10 | 250 |
11 | 250 |
12 | 250 |
13 | 250 |
14 | 250 |
15 | 250 |
16 | 250 |
17 | 250 |
18 | 250 |
19 | 250 |
20 | 250 |
21 | 250 |
22 | 250 |
23 | 250 |
24 | 250 |
25 | 250 |
26 | 250 |
27 | 249 |
28 | 250 |
29 | 250 |
30 | 250 |
31 | 250 |
32 | 250 |
33 | 250 |
34 | 250 |
35 | 105 |
36 | 250 |
37 | 250 |
38 | 250 |
39 | 250 |
40 | 250 |
41 | 250 |
42 | 250 |
43 | 250 |
44 | 250 |
45 | 250 |
46 | 250 |
47 | 11 |
48 | 24 |
49 | 52 |
50 | 250 |
51 | 250 |
52 | 250 |
53 | 250 |
54 | 250 |
55 | 250 |
56 | 250 |
57 | 250 |
58 | 250 |
59 | 250 |
60 | 250 |
61 | 250 |
62 | 25 |
63 | 250 |
64 | 19 |
65 | 250 |
66 | 250 |
67 | 15 |
68 | 250 |
69 | 250 |
70 | 250 |
71 | 250 |
72 | 250 |
73 | 250 |
74 | 250 |
75 | 250 |
76 | 250 |
77 | 250 |
78 | 250 |
79 | 250 |
80 | 250 |
81 | 250 |
82 | 249 |
83 | 250 |
84 | 250 |
85 | 250 |
86 | 250 |
87 | 250 |
88 | 250 |
89 | 249 |
90 | 250 |
91 | 249 |
92 | 250 |
93 | 250 |
94 | 250 |
95 | 250 |
96 | 250 |
97 | 250 |
98 | 250 |
99 | 250 |
100 | 250 |
101 | 250 |
102 | 128 |
103 | 14 |
104 | 250 |
105 | 250 |
106 | 250 |
107 | 250 |
108 | 250 |
109 | 250 |
110 | 250 |
111 | 250 |
112 | 250 |
113 | 250 |
114 | 250 |
115 | 250 |
116 | 250 |
117 | 250 |
118 | 250 |
119 | 250 |
120 | 250 |
121 | 250 |
122 | 250 |
123 | 250 |
124 | 250 |
125 | 250 |
126 | 250 |
127 | 250 |
128 | 250 |
129 | 250 |
130 | 75 |
131 | 250 |
132 | 250 |
133 | 250 |
134 | 249 |
135 | 250 |
136 | 250 |
137 | 250 |
138 | 250 |
139 | 250 |
140 | 250 |
141 | 250 |
142 | 250 |
143 | 250 |
144 | 250 |
145 | 250 |
146 | 250 |
147 | 250 |
148 | 250 |
149 | 250 |
150 | 250 |
151 | 250 |
152 | 194 |
153 | 250 |
154 | 250 |
155 | 250 |
156 | 250 |
157 | 250 |
158 | 240 |
159 | 250 |
160 | 250 |
161 | 250 |
162 | 250 |
163 | 250 |
164 | 250 |
165 | 250 |
166 | 250 |
167 | 250 |
168 | 250 |
169 | 250 |
170 | 250 |
171 | 250 |
172 | 13 |
173 | 250 |
174 | 153 |
175 | 22 |
176 | 250 |
177 | 250 |
178 | 250 |
179 | 250 |
180 | 250 |
181 | 250 |
182 | 250 |
183 | 79 |
184 | 250 |
185 | 250 |
186 | 179 |
187 | 250 |
188 | 250 |
189 | 250 |
190 | 250 |
191 | 250 |
192 | 250 |
193 | 250 |
194 | 250 |
195 | 250 |
196 | 250 |
197 | 250 |
198 | 250 |
199 | 250 |
200 | 250 |
201 | 250 |
202 | 250 |
203 | 250 |
204 | 250 |
205 | 250 |
206 | 38 |
207 | 250 |
208 | 250 |
209 | 250 |
210 | 250 |
211 | 250 |
212 | 250 |
213 | 250 |
214 | 250 |
215 | 250 |
216 | 250 |
217 | 250 |
218 | 250 |
219 | 250 |
220 | 250 |
221 | 250 |
222 | 250 |
223 | 250 |
224 | 250 |
225 | 250 |
226 | 250 |
227 | 250 |
228 | 250 |
229 | 250 |
230 | 250 |
231 | 250 |
232 | 250 |
233 | 250 |
234 | 250 |
235 | 250 |
236 | 250 |
237 | 250 |
238 | 250 |
239 | 250 |
240 | 250 |
241 | 250 |
242 | 250 |
243 | 127 |
244 | 250 |
245 | 250 |
246 | 250 |
247 | 250 |
248 | 159 |
249 | 249 |
250 | 159 |
251 | 250 |
252 | 250 |
253 | 250 |
254 | 250 |
255 | 250 |
256 | 250 |
257 | 250 |
258 | 249 |
259 | 250 |
260 | 250 |
261 | 250 |
262 | 250 |
263 | 250 |
264 | 250 |
265 | 250 |
266 | 250 |
267 | 250 |
268 | 250 |
269 | 250 |
270 | 250 |
271 | 250 |
272 | 250 |
273 | 250 |
274 | 250 |
275 | 250 |
276 | 250 |
277 | 250 |
278 | 250 |
279 | 250 |
280 | 250 |
281 | 250 |
282 | 250 |
283 | 250 |
284 | 250 |
285 | 250 |
286 | 250 |
287 | 250 |
288 | 250 |
289 | 250 |
290 | 250 |
291 | 250 |
292 | 250 |
293 | 250 |
294 | 250 |
295 | 250 |
296 | 250 |
297 | 250 |
298 | 250 |
299 | 250 |
300 | 250 |
Training Hyperparameters
- batch_size: (64, 64)
- num_epochs: (100, 100)
- max_steps: -1
- sampling_strategy: oversampling
- num_iterations: 20
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: BatchAllTripletLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: True
- 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 |
---|---|---|---|
0.0009 | 1 | 0.1188 | - |
0.0445 | 50 | 0.1159 | - |
0.0890 | 100 | 0.14 | - |
0.1336 | 150 | 0.1058 | - |
0.1781 | 200 | 0.1082 | - |
0.2226 | 250 | 0.1053 | - |
0.2671 | 300 | 0.1021 | - |
0.3117 | 350 | 0.1232 | - |
0.3562 | 400 | 0.1253 | - |
0.4007 | 450 | 0.1312 | - |
0.4452 | 500 | 0.0992 | - |
0.4898 | 550 | 0.124 | - |
0.5343 | 600 | 0.1333 | - |
0.5788 | 650 | 0.1092 | - |
0.6233 | 700 | 0.1075 | - |
0.6679 | 750 | 0.0948 | - |
0.7124 | 800 | 0.103 | - |
0.7569 | 850 | 0.1069 | - |
0.8014 | 900 | 0.1303 | - |
0.8459 | 950 | 0.1312 | - |
0.8905 | 1000 | 0.1052 | - |
0.9350 | 1050 | 0.129 | - |
0.9795 | 1100 | 0.123 | - |
1.0240 | 1150 | 0.13 | - |
1.0686 | 1200 | 0.1213 | - |
1.1131 | 1250 | 0.1253 | - |
1.1576 | 1300 | 0.1233 | - |
1.2021 | 1350 | 0.1279 | - |
1.2467 | 1400 | 0.1035 | - |
1.2912 | 1450 | 0.1103 | - |
1.3357 | 1500 | 0.1058 | - |
1.3802 | 1550 | 0.1106 | - |
1.4248 | 1600 | 0.1287 | - |
1.4693 | 1650 | 0.1092 | - |
1.5138 | 1700 | 0.1257 | - |
1.5583 | 1750 | 0.1004 | - |
1.6028 | 1800 | 0.1133 | - |
1.6474 | 1850 | 0.1151 | - |
1.6919 | 1900 | 0.1211 | - |
1.7364 | 1950 | 0.111 | - |
1.7809 | 2000 | 0.108 | - |
1.8255 | 2050 | 0.113 | - |
1.8700 | 2100 | 0.1098 | - |
1.9145 | 2150 | 0.102 | - |
1.9590 | 2200 | 0.119 | - |
2.0036 | 2250 | 0.1347 | - |
2.0481 | 2300 | 0.1244 | - |
2.0926 | 2350 | 0.1404 | - |
2.1371 | 2400 | 0.1075 | - |
2.1817 | 2450 | 0.0944 | - |
2.2262 | 2500 | 0.1149 | - |
2.2707 | 2550 | 0.1078 | - |
2.3152 | 2600 | 0.1074 | - |
2.3598 | 2650 | 0.1243 | - |
2.4043 | 2700 | 0.1076 | - |
2.4488 | 2750 | 0.1356 | - |
2.4933 | 2800 | 0.1153 | - |
2.5378 | 2850 | 0.1089 | - |
2.5824 | 2900 | 0.1048 | - |
2.6269 | 2950 | 0.1244 | - |
2.6714 | 3000 | 0.1164 | - |
2.7159 | 3050 | 0.1184 | - |
2.7605 | 3100 | 0.123 | - |
2.8050 | 3150 | 0.1189 | - |
2.8495 | 3200 | 0.1324 | - |
2.8940 | 3250 | 0.1215 | - |
2.9386 | 3300 | 0.1189 | - |
2.9831 | 3350 | 0.1097 | - |
3.0276 | 3400 | 0.1225 | - |
3.0721 | 3450 | 0.1064 | - |
3.1167 | 3500 | 0.1201 | - |
3.1612 | 3550 | 0.1159 | - |
3.2057 | 3600 | 0.1126 | - |
3.2502 | 3650 | 0.1142 | - |
3.2947 | 3700 | 0.1189 | - |
3.3393 | 3750 | 0.1189 | - |
3.3838 | 3800 | 0.1102 | - |
3.4283 | 3850 | 0.121 | - |
3.4728 | 3900 | 0.1223 | - |
3.5174 | 3950 | 0.1234 | - |
3.5619 | 4000 | 0.1289 | - |
3.6064 | 4050 | 0.1019 | - |
3.6509 | 4100 | 0.1109 | - |
3.6955 | 4150 | 0.0939 | - |
3.7400 | 4200 | 0.1296 | - |
3.7845 | 4250 | 0.1087 | - |
3.8290 | 4300 | 0.1282 | - |
3.8736 | 4350 | 0.1199 | - |
3.9181 | 4400 | 0.1124 | - |
3.9626 | 4450 | 0.1202 | - |
4.0071 | 4500 | 0.1042 | - |
4.0516 | 4550 | 0.1168 | - |
4.0962 | 4600 | 0.1118 | - |
4.1407 | 4650 | 0.1232 | - |
4.1852 | 4700 | 0.1312 | - |
4.2297 | 4750 | 0.1163 | - |
4.2743 | 4800 | 0.1178 | - |
4.3188 | 4850 | 0.1251 | - |
4.3633 | 4900 | 0.1065 | - |
4.4078 | 4950 | 0.1168 | - |
4.4524 | 5000 | 0.138 | - |
4.4969 | 5050 | 0.1151 | - |
4.5414 | 5100 | 0.1172 | - |
4.5859 | 5150 | 0.1273 | - |
4.6305 | 5200 | 0.1042 | - |
4.6750 | 5250 | 0.14 | - |
4.7195 | 5300 | 0.1256 | - |
4.7640 | 5350 | 0.1164 | - |
4.8085 | 5400 | 0.1243 | - |
4.8531 | 5450 | 0.1097 | - |
4.8976 | 5500 | 0.1158 | - |
4.9421 | 5550 | 0.1188 | - |
4.9866 | 5600 | 0.1052 | - |
5.0312 | 5650 | 0.1046 | - |
5.0757 | 5700 | 0.1257 | - |
5.1202 | 5750 | 0.125 | - |
5.1647 | 5800 | 0.116 | - |
5.2093 | 5850 | 0.1194 | - |
5.2538 | 5900 | 0.1064 | - |
5.2983 | 5950 | 0.1056 | - |
5.3428 | 6000 | 0.1156 | - |
5.3874 | 6050 | 0.134 | - |
5.4319 | 6100 | 0.117 | - |
5.4764 | 6150 | 0.1157 | - |
5.5209 | 6200 | 0.0922 | - |
5.5654 | 6250 | 0.0954 | - |
5.6100 | 6300 | 0.0932 | - |
5.6545 | 6350 | 0.107 | - |
5.6990 | 6400 | 0.115 | - |
5.7435 | 6450 | 0.1061 | - |
5.7881 | 6500 | 0.1199 | - |
5.8326 | 6550 | 0.1115 | - |
5.8771 | 6600 | 0.1072 | - |
5.9216 | 6650 | 0.1021 | - |
5.9662 | 6700 | 0.1241 | - |
6.0107 | 6750 | 0.1234 | - |
6.0552 | 6800 | 0.1029 | - |
6.0997 | 6850 | 0.1041 | - |
6.1443 | 6900 | 0.115 | - |
6.1888 | 6950 | 0.106 | - |
6.2333 | 7000 | 0.1011 | - |
6.2778 | 7050 | 0.1266 | - |
6.3224 | 7100 | 0.121 | - |
6.3669 | 7150 | 0.1139 | - |
6.4114 | 7200 | 0.1273 | - |
6.4559 | 7250 | 0.1109 | - |
6.5004 | 7300 | 0.1332 | - |
6.5450 | 7350 | 0.1292 | - |
6.5895 | 7400 | 0.1038 | - |
6.6340 | 7450 | 0.114 | - |
6.6785 | 7500 | 0.126 | - |
6.7231 | 7550 | 0.1113 | - |
6.7676 | 7600 | 0.1229 | - |
6.8121 | 7650 | 0.129 | - |
6.8566 | 7700 | 0.1085 | - |
6.9012 | 7750 | 0.115 | - |
6.9457 | 7800 | 0.1309 | - |
6.9902 | 7850 | 0.1191 | - |
7.0347 | 7900 | 0.1272 | - |
7.0793 | 7950 | 0.1187 | - |
7.1238 | 8000 | 0.1115 | - |
7.1683 | 8050 | 0.1072 | - |
7.2128 | 8100 | 0.1119 | - |
7.2573 | 8150 | 0.1077 | - |
7.3019 | 8200 | 0.1072 | - |
7.3464 | 8250 | 0.1125 | - |
7.3909 | 8300 | 0.1261 | - |
7.4354 | 8350 | 0.1111 | - |
7.4800 | 8400 | 0.1161 | - |
7.5245 | 8450 | 0.1103 | - |
7.5690 | 8500 | 0.0961 | - |
7.6135 | 8550 | 0.1142 | - |
7.6581 | 8600 | 0.0968 | - |
7.7026 | 8650 | 0.1199 | - |
7.7471 | 8700 | 0.1091 | - |
7.7916 | 8750 | 0.1243 | - |
7.8362 | 8800 | 0.1279 | - |
7.8807 | 8850 | 0.0947 | - |
7.9252 | 8900 | 0.1255 | - |
7.9697 | 8950 | 0.1078 | - |
8.0142 | 9000 | 0.1088 | - |
8.0588 | 9050 | 0.1086 | - |
8.1033 | 9100 | 0.1126 | - |
8.1478 | 9150 | 0.1205 | - |
8.1923 | 9200 | 0.1098 | - |
8.2369 | 9250 | 0.1066 | - |
8.2814 | 9300 | 0.1022 | - |
8.3259 | 9350 | 0.1108 | - |
8.3704 | 9400 | 0.1037 | - |
8.4150 | 9450 | 0.1076 | - |
8.4595 | 9500 | 0.099 | - |
8.5040 | 9550 | 0.0772 | - |
8.5485 | 9600 | 0.106 | - |
8.5931 | 9650 | 0.1136 | - |
8.6376 | 9700 | 0.1061 | - |
8.6821 | 9750 | 0.0994 | - |
8.7266 | 9800 | 0.0997 | - |
8.7711 | 9850 | 0.112 | - |
8.8157 | 9900 | 0.0934 | - |
8.8602 | 9950 | 0.1098 | - |
8.9047 | 10000 | 0.1337 | - |
8.9492 | 10050 | 0.1191 | - |
8.9938 | 10100 | 0.106 | - |
9.0383 | 10150 | 0.0907 | - |
9.0828 | 10200 | 0.1095 | - |
9.1273 | 10250 | 0.1093 | - |
9.1719 | 10300 | 0.1151 | - |
9.2164 | 10350 | 0.1109 | - |
9.2609 | 10400 | 0.1109 | - |
9.3054 | 10450 | 0.1158 | - |
9.3500 | 10500 | 0.1236 | - |
9.3945 | 10550 | 0.1088 | - |
9.4390 | 10600 | 0.1047 | - |
9.4835 | 10650 | 0.1012 | - |
9.5280 | 10700 | 0.1086 | - |
9.5726 | 10750 | 0.1077 | - |
9.6171 | 10800 | 0.1184 | - |
9.6616 | 10850 | 0.1218 | - |
9.7061 | 10900 | 0.1109 | - |
9.7507 | 10950 | 0.0959 | - |
9.7952 | 11000 | 0.1063 | - |
9.8397 | 11050 | 0.1393 | - |
9.8842 | 11100 | 0.1279 | - |
9.9288 | 11150 | 0.1253 | - |
9.9733 | 11200 | 0.1194 | - |
10.0178 | 11250 | 0.0997 | - |
10.0623 | 11300 | 0.101 | - |
10.1069 | 11350 | 0.119 | - |
10.1514 | 11400 | 0.1065 | - |
10.1959 | 11450 | 0.1237 | - |
10.2404 | 11500 | 0.1073 | - |
10.2850 | 11550 | 0.1129 | - |
10.3295 | 11600 | 0.1071 | - |
10.3740 | 11650 | 0.1158 | - |
10.4185 | 11700 | 0.1172 | - |
10.4630 | 11750 | 0.1081 | - |
10.5076 | 11800 | 0.1153 | - |
10.5521 | 11850 | 0.1271 | - |
10.5966 | 11900 | 0.1036 | - |
10.6411 | 11950 | 0.1108 | - |
10.6857 | 12000 | 0.1148 | - |
10.7302 | 12050 | 0.1221 | - |
10.7747 | 12100 | 0.1287 | - |
10.8192 | 12150 | 0.0989 | - |
10.8638 | 12200 | 0.0982 | - |
10.9083 | 12250 | 0.1002 | - |
10.9528 | 12300 | 0.0961 | - |
10.9973 | 12350 | 0.1246 | - |
11.0419 | 12400 | 0.1234 | - |
11.0864 | 12450 | 0.1008 | - |
11.1309 | 12500 | 0.1092 | - |
11.1754 | 12550 | 0.1136 | - |
11.2199 | 12600 | 0.1134 | - |
11.2645 | 12650 | 0.112 | - |
11.3090 | 12700 | 0.0997 | - |
11.3535 | 12750 | 0.1019 | - |
11.3980 | 12800 | 0.1213 | - |
11.4426 | 12850 | 0.1001 | - |
11.4871 | 12900 | 0.1284 | - |
11.5316 | 12950 | 0.1073 | - |
11.5761 | 13000 | 0.1003 | - |
11.6207 | 13050 | 0.115 | - |
11.6652 | 13100 | 0.1131 | - |
11.7097 | 13150 | 0.1081 | - |
11.7542 | 13200 | 0.103 | - |
11.7988 | 13250 | 0.1168 | - |
11.8433 | 13300 | 0.1173 | - |
11.8878 | 13350 | 0.1033 | - |
11.9323 | 13400 | 0.1219 | - |
11.9768 | 13450 | 0.115 | - |
12.0214 | 13500 | 0.1104 | - |
12.0659 | 13550 | 0.1047 | - |
12.1104 | 13600 | 0.099 | - |
12.1549 | 13650 | 0.1197 | - |
12.1995 | 13700 | 0.0889 | - |
12.2440 | 13750 | 0.1022 | - |
12.2885 | 13800 | 0.1014 | - |
12.3330 | 13850 | 0.1153 | - |
12.3776 | 13900 | 0.1117 | - |
12.4221 | 13950 | 0.104 | - |
12.4666 | 14000 | 0.1185 | - |
12.5111 | 14050 | 0.1103 | - |
12.5557 | 14100 | 0.1035 | - |
12.6002 | 14150 | 0.1096 | - |
12.6447 | 14200 | 0.1101 | - |
12.6892 | 14250 | 0.1104 | - |
12.7337 | 14300 | 0.096 | - |
12.7783 | 14350 | 0.0952 | - |
12.8228 | 14400 | 0.0941 | - |
12.8673 | 14450 | 0.1142 | - |
12.9118 | 14500 | 0.1174 | - |
12.9564 | 14550 | 0.1038 | - |
13.0009 | 14600 | 0.095 | - |
13.0454 | 14650 | 0.1185 | - |
13.0899 | 14700 | 0.1117 | - |
13.1345 | 14750 | 0.1062 | - |
13.1790 | 14800 | 0.0937 | - |
13.2235 | 14850 | 0.0979 | - |
13.2680 | 14900 | 0.086 | - |
13.3126 | 14950 | 0.1192 | - |
13.3571 | 15000 | 0.0906 | - |
13.4016 | 15050 | 0.1181 | - |
13.4461 | 15100 | 0.0983 | - |
13.4907 | 15150 | 0.1083 | - |
13.5352 | 15200 | 0.1217 | - |
13.5797 | 15250 | 0.09 | - |
13.6242 | 15300 | 0.113 | - |
13.6687 | 15350 | 0.1043 | - |
13.7133 | 15400 | 0.1016 | - |
13.7578 | 15450 | 0.0905 | - |
13.8023 | 15500 | 0.1088 | - |
13.8468 | 15550 | 0.1047 | - |
13.8914 | 15600 | 0.1019 | - |
13.9359 | 15650 | 0.0933 | - |
13.9804 | 15700 | 0.116 | - |
14.0249 | 15750 | 0.0808 | - |
14.0695 | 15800 | 0.1007 | - |
14.1140 | 15850 | 0.1011 | - |
14.1585 | 15900 | 0.0903 | - |
14.2030 | 15950 | 0.0907 | - |
14.2476 | 16000 | 0.1073 | - |
14.2921 | 16050 | 0.1009 | - |
14.3366 | 16100 | 0.0978 | - |
14.3811 | 16150 | 0.0919 | - |
14.4256 | 16200 | 0.108 | - |
14.4702 | 16250 | 0.1141 | - |
14.5147 | 16300 | 0.1053 | - |
14.5592 | 16350 | 0.0958 | - |
14.6037 | 16400 | 0.1041 | - |
14.6483 | 16450 | 0.1162 | - |
14.6928 | 16500 | 0.1202 | - |
14.7373 | 16550 | 0.1042 | - |
14.7818 | 16600 | 0.1062 | - |
14.8264 | 16650 | 0.116 | - |
14.8709 | 16700 | 0.1172 | - |
14.9154 | 16750 | 0.115 | - |
14.9599 | 16800 | 0.1056 | - |
15.0045 | 16850 | 0.0873 | - |
15.0490 | 16900 | 0.0945 | - |
15.0935 | 16950 | 0.1133 | - |
15.1380 | 17000 | 0.104 | - |
15.1825 | 17050 | 0.1109 | - |
15.2271 | 17100 | 0.0938 | - |
15.2716 | 17150 | 0.0802 | - |
15.3161 | 17200 | 0.0982 | - |
15.3606 | 17250 | 0.0908 | - |
15.4052 | 17300 | 0.0937 | - |
15.4497 | 17350 | 0.0973 | - |
15.4942 | 17400 | 0.1137 | - |
15.5387 | 17450 | 0.094 | - |
15.5833 | 17500 | 0.0916 | - |
15.6278 | 17550 | 0.1049 | - |
15.6723 | 17600 | 0.103 | - |
15.7168 | 17650 | 0.1111 | - |
15.7614 | 17700 | 0.1054 | - |
15.8059 | 17750 | 0.0887 | - |
15.8504 | 17800 | 0.1081 | - |
15.8949 | 17850 | 0.1083 | - |
15.9394 | 17900 | 0.0953 | - |
15.9840 | 17950 | 0.1176 | - |
16.0285 | 18000 | 0.1097 | - |
16.0730 | 18050 | 0.0947 | - |
16.1175 | 18100 | 0.1023 | - |
16.1621 | 18150 | 0.0893 | - |
16.2066 | 18200 | 0.1079 | - |
16.2511 | 18250 | 0.0959 | - |
16.2956 | 18300 | 0.0986 | - |
16.3402 | 18350 | 0.0898 | - |
16.3847 | 18400 | 0.115 | - |
16.4292 | 18450 | 0.0815 | - |
16.4737 | 18500 | 0.1073 | - |
16.5183 | 18550 | 0.0999 | - |
16.5628 | 18600 | 0.0942 | - |
16.6073 | 18650 | 0.1055 | - |
16.6518 | 18700 | 0.0828 | - |
16.6963 | 18750 | 0.1168 | - |
16.7409 | 18800 | 0.0983 | - |
16.7854 | 18850 | 0.1064 | - |
16.8299 | 18900 | 0.0988 | - |
16.8744 | 18950 | 0.0903 | - |
16.9190 | 19000 | 0.0892 | - |
16.9635 | 19050 | 0.1157 | - |
17.0080 | 19100 | 0.0905 | - |
17.0525 | 19150 | 0.0839 | - |
17.0971 | 19200 | 0.091 | - |
17.1416 | 19250 | 0.102 | - |
17.1861 | 19300 | 0.0894 | - |
17.2306 | 19350 | 0.0947 | - |
17.2752 | 19400 | 0.0909 | - |
17.3197 | 19450 | 0.0946 | - |
17.3642 | 19500 | 0.1086 | - |
17.4087 | 19550 | 0.1068 | - |
17.4533 | 19600 | 0.0995 | - |
17.4978 | 19650 | 0.0922 | - |
17.5423 | 19700 | 0.104 | - |
17.5868 | 19750 | 0.1004 | - |
17.6313 | 19800 | 0.1055 | - |
17.6759 | 19850 | 0.0966 | - |
17.7204 | 19900 | 0.0894 | - |
17.7649 | 19950 | 0.1061 | - |
17.8094 | 20000 | 0.1064 | - |
17.8540 | 20050 | 0.098 | - |
17.8985 | 20100 | 0.1058 | - |
17.9430 | 20150 | 0.1212 | - |
17.9875 | 20200 | 0.1139 | - |
18.0321 | 20250 | 0.095 | - |
18.0766 | 20300 | 0.0913 | - |
18.1211 | 20350 | 0.1056 | - |
18.1656 | 20400 | 0.1023 | - |
18.2102 | 20450 | 0.1177 | - |
18.2547 | 20500 | 0.0923 | - |
18.2992 | 20550 | 0.0938 | - |
18.3437 | 20600 | 0.0929 | - |
18.3882 | 20650 | 0.1095 | - |
18.4328 | 20700 | 0.105 | - |
18.4773 | 20750 | 0.1166 | - |
18.5218 | 20800 | 0.1075 | - |
18.5663 | 20850 | 0.0993 | - |
18.6109 | 20900 | 0.0888 | - |
18.6554 | 20950 | 0.1113 | - |
18.6999 | 21000 | 0.099 | - |
18.7444 | 21050 | 0.1112 | - |
18.7890 | 21100 | 0.084 | - |
18.8335 | 21150 | 0.1098 | - |
18.8780 | 21200 | 0.1117 | - |
18.9225 | 21250 | 0.0995 | - |
18.9671 | 21300 | 0.1119 | - |
19.0116 | 21350 | 0.1087 | - |
19.0561 | 21400 | 0.1138 | - |
19.1006 | 21450 | 0.0843 | - |
19.1451 | 21500 | 0.1016 | - |
19.1897 | 21550 | 0.0967 | - |
19.2342 | 21600 | 0.0994 | - |
19.2787 | 21650 | 0.0782 | - |
19.3232 | 21700 | 0.081 | - |
19.3678 | 21750 | 0.0976 | - |
19.4123 | 21800 | 0.0937 | - |
19.4568 | 21850 | 0.0829 | - |
19.5013 | 21900 | 0.0922 | - |
19.5459 | 21950 | 0.0981 | - |
19.5904 | 22000 | 0.0784 | - |
19.6349 | 22050 | 0.0929 | - |
19.6794 | 22100 | 0.098 | - |
19.7240 | 22150 | 0.089 | - |
19.7685 | 22200 | 0.0974 | - |
19.8130 | 22250 | 0.0888 | - |
19.8575 | 22300 | 0.0916 | - |
19.9020 | 22350 | 0.0949 | - |
19.9466 | 22400 | 0.1096 | - |
19.9911 | 22450 | 0.0871 | - |
20.0356 | 22500 | 0.0929 | - |
20.0801 | 22550 | 0.0928 | - |
20.1247 | 22600 | 0.101 | - |
20.1692 | 22650 | 0.0835 | - |
20.2137 | 22700 | 0.0867 | - |
20.2582 | 22750 | 0.1007 | - |
20.3028 | 22800 | 0.104 | - |
20.3473 | 22850 | 0.0934 | - |
20.3918 | 22900 | 0.1055 | - |
20.4363 | 22950 | 0.0978 | - |
20.4809 | 23000 | 0.0911 | - |
20.5254 | 23050 | 0.0805 | - |
20.5699 | 23100 | 0.101 | - |
20.6144 | 23150 | 0.1078 | - |
20.6589 | 23200 | 0.0887 | - |
20.7035 | 23250 | 0.1073 | - |
20.7480 | 23300 | 0.092 | - |
20.7925 | 23350 | 0.0914 | - |
20.8370 | 23400 | 0.0896 | - |
20.8816 | 23450 | 0.1082 | - |
20.9261 | 23500 | 0.0989 | - |
20.9706 | 23550 | 0.1051 | - |
21.0151 | 23600 | 0.0977 | - |
21.0597 | 23650 | 0.0993 | - |
21.1042 | 23700 | 0.0882 | - |
21.1487 | 23750 | 0.0885 | - |
21.1932 | 23800 | 0.0971 | - |
21.2378 | 23850 | 0.106 | - |
21.2823 | 23900 | 0.0908 | - |
21.3268 | 23950 | 0.084 | - |
21.3713 | 24000 | 0.0885 | - |
21.4159 | 24050 | 0.0904 | - |
21.4604 | 24100 | 0.1158 | - |
21.5049 | 24150 | 0.0895 | - |
21.5494 | 24200 | 0.0963 | - |
21.5939 | 24250 | 0.0925 | - |
21.6385 | 24300 | 0.0776 | - |
21.6830 | 24350 | 0.0938 | - |
21.7275 | 24400 | 0.1048 | - |
21.7720 | 24450 | 0.0979 | - |
21.8166 | 24500 | 0.0877 | - |
21.8611 | 24550 | 0.0919 | - |
21.9056 | 24600 | 0.0917 | - |
21.9501 | 24650 | 0.0873 | - |
21.9947 | 24700 | 0.0909 | - |
22.0392 | 24750 | 0.0806 | - |
22.0837 | 24800 | 0.0839 | - |
22.1282 | 24850 | 0.07 | - |
22.1728 | 24900 | 0.1125 | - |
22.2173 | 24950 | 0.0858 | - |
22.2618 | 25000 | 0.0836 | - |
22.3063 | 25050 | 0.0921 | - |
22.3508 | 25100 | 0.0881 | - |
22.3954 | 25150 | 0.1032 | - |
22.4399 | 25200 | 0.0756 | - |
22.4844 | 25250 | 0.0883 | - |
22.5289 | 25300 | 0.0918 | - |
22.5735 | 25350 | 0.1062 | - |
22.6180 | 25400 | 0.0968 | - |
22.6625 | 25450 | 0.1034 | - |
22.7070 | 25500 | 0.0864 | - |
22.7516 | 25550 | 0.0897 | - |
22.7961 | 25600 | 0.0873 | - |
22.8406 | 25650 | 0.0843 | - |
22.8851 | 25700 | 0.0855 | - |
22.9297 | 25750 | 0.1004 | - |
22.9742 | 25800 | 0.0913 | - |
23.0187 | 25850 | 0.0927 | - |
23.0632 | 25900 | 0.0934 | - |
23.1077 | 25950 | 0.0933 | - |
23.1523 | 26000 | 0.0855 | - |
23.1968 | 26050 | 0.0816 | - |
23.2413 | 26100 | 0.0915 | - |
23.2858 | 26150 | 0.0991 | - |
23.3304 | 26200 | 0.089 | - |
23.3749 | 26250 | 0.0983 | - |
23.4194 | 26300 | 0.0917 | - |
23.4639 | 26350 | 0.0949 | - |
23.5085 | 26400 | 0.081 | - |
23.5530 | 26450 | 0.0855 | - |
23.5975 | 26500 | 0.0939 | - |
23.6420 | 26550 | 0.0933 | - |
23.6866 | 26600 | 0.076 | - |
23.7311 | 26650 | 0.0747 | - |
23.7756 | 26700 | 0.0663 | - |
23.8201 | 26750 | 0.0824 | - |
23.8646 | 26800 | 0.0745 | - |
23.9092 | 26850 | 0.0829 | - |
23.9537 | 26900 | 0.1115 | - |
23.9982 | 26950 | 0.0914 | - |
24.0427 | 27000 | 0.0865 | - |
24.0873 | 27050 | 0.0706 | - |
24.1318 | 27100 | 0.0877 | - |
24.1763 | 27150 | 0.0888 | - |
24.2208 | 27200 | 0.0836 | - |
24.2654 | 27250 | 0.0733 | - |
24.3099 | 27300 | 0.0931 | - |
24.3544 | 27350 | 0.1031 | - |
24.3989 | 27400 | 0.0991 | - |
24.4435 | 27450 | 0.0834 | - |
24.4880 | 27500 | 0.0771 | - |
24.5325 | 27550 | 0.1022 | - |
24.5770 | 27600 | 0.0865 | - |
24.6215 | 27650 | 0.0967 | - |
24.6661 | 27700 | 0.0858 | - |
24.7106 | 27750 | 0.0887 | - |
24.7551 | 27800 | 0.0942 | - |
24.7996 | 27850 | 0.093 | - |
24.8442 | 27900 | 0.0883 | - |
24.8887 | 27950 | 0.0815 | - |
24.9332 | 28000 | 0.0893 | - |
24.9777 | 28050 | 0.0917 | - |
25.0223 | 28100 | 0.0704 | - |
25.0668 | 28150 | 0.0883 | - |
25.1113 | 28200 | 0.0902 | - |
25.1558 | 28250 | 0.0823 | - |
25.2004 | 28300 | 0.0791 | - |
25.2449 | 28350 | 0.102 | - |
25.2894 | 28400 | 0.086 | - |
25.3339 | 28450 | 0.0949 | - |
25.3785 | 28500 | 0.1084 | - |
25.4230 | 28550 | 0.0837 | - |
25.4675 | 28600 | 0.0944 | - |
25.5120 | 28650 | 0.0858 | - |
25.5565 | 28700 | 0.0762 | - |
25.6011 | 28750 | 0.0693 | - |
25.6456 | 28800 | 0.0852 | - |
25.6901 | 28850 | 0.0781 | - |
25.7346 | 28900 | 0.0921 | - |
25.7792 | 28950 | 0.0865 | - |
25.8237 | 29000 | 0.0781 | - |
25.8682 | 29050 | 0.0913 | - |
25.9127 | 29100 | 0.0788 | - |
25.9573 | 29150 | 0.1016 | - |
26.0018 | 29200 | 0.0762 | - |
26.0463 | 29250 | 0.0803 | - |
26.0908 | 29300 | 0.0847 | - |
26.1354 | 29350 | 0.0894 | - |
26.1799 | 29400 | 0.0974 | - |
26.2244 | 29450 | 0.0796 | - |
26.2689 | 29500 | 0.0928 | - |
26.3134 | 29550 | 0.0802 | - |
26.3580 | 29600 | 0.088 | - |
26.4025 | 29650 | 0.0885 | - |
26.4470 | 29700 | 0.0697 | - |
26.4915 | 29750 | 0.0783 | - |
26.5361 | 29800 | 0.084 | - |
26.5806 | 29850 | 0.0654 | - |
26.6251 | 29900 | 0.0839 | - |
26.6696 | 29950 | 0.0813 | - |
26.7142 | 30000 | 0.1126 | - |
26.7587 | 30050 | 0.078 | - |
26.8032 | 30100 | 0.0781 | - |
26.8477 | 30150 | 0.093 | - |
26.8923 | 30200 | 0.0855 | - |
26.9368 | 30250 | 0.0902 | - |
26.9813 | 30300 | 0.0844 | - |
27.0258 | 30350 | 0.0804 | - |
27.0703 | 30400 | 0.0814 | - |
27.1149 | 30450 | 0.0778 | - |
27.1594 | 30500 | 0.0877 | - |
27.2039 | 30550 | 0.0822 | - |
27.2484 | 30600 | 0.0813 | - |
27.2930 | 30650 | 0.0791 | - |
27.3375 | 30700 | 0.0835 | - |
27.3820 | 30750 | 0.0911 | - |
27.4265 | 30800 | 0.1006 | - |
27.4711 | 30850 | 0.0814 | - |
27.5156 | 30900 | 0.0962 | - |
27.5601 | 30950 | 0.0886 | - |
27.6046 | 31000 | 0.083 | - |
27.6492 | 31050 | 0.0834 | - |
27.6937 | 31100 | 0.0705 | - |
27.7382 | 31150 | 0.0678 | - |
27.7827 | 31200 | 0.0775 | - |
27.8272 | 31250 | 0.0837 | - |
27.8718 | 31300 | 0.0927 | - |
27.9163 | 31350 | 0.0859 | - |
27.9608 | 31400 | 0.0835 | - |
28.0053 | 31450 | 0.0965 | - |
28.0499 | 31500 | 0.0889 | - |
28.0944 | 31550 | 0.0859 | - |
28.1389 | 31600 | 0.0748 | - |
28.1834 | 31650 | 0.0793 | - |
28.2280 | 31700 | 0.0869 | - |
28.2725 | 31750 | 0.0835 | - |
28.3170 | 31800 | 0.0853 | - |
28.3615 | 31850 | 0.0856 | - |
28.4061 | 31900 | 0.0812 | - |
28.4506 | 31950 | 0.0706 | - |
28.4951 | 32000 | 0.103 | - |
28.5396 | 32050 | 0.0858 | - |
28.5841 | 32100 | 0.0754 | - |
28.6287 | 32150 | 0.0808 | - |
28.6732 | 32200 | 0.0842 | - |
28.7177 | 32250 | 0.0549 | - |
28.7622 | 32300 | 0.0882 | - |
28.8068 | 32350 | 0.085 | - |
28.8513 | 32400 | 0.0695 | - |
28.8958 | 32450 | 0.0926 | - |
28.9403 | 32500 | 0.0847 | - |
28.9849 | 32550 | 0.0553 | - |
29.0294 | 32600 | 0.0779 | - |
29.0739 | 32650 | 0.0684 | - |
29.1184 | 32700 | 0.081 | - |
29.1630 | 32750 | 0.0752 | - |
29.2075 | 32800 | 0.0737 | - |
29.2520 | 32850 | 0.0878 | - |
29.2965 | 32900 | 0.0679 | - |
29.3411 | 32950 | 0.0697 | - |
29.3856 | 33000 | 0.0675 | - |
29.4301 | 33050 | 0.077 | - |
29.4746 | 33100 | 0.0999 | - |
29.5191 | 33150 | 0.0902 | - |
29.5637 | 33200 | 0.0782 | - |
29.6082 | 33250 | 0.079 | - |
29.6527 | 33300 | 0.0886 | - |
29.6972 | 33350 | 0.0802 | - |
29.7418 | 33400 | 0.0696 | - |
29.7863 | 33450 | 0.0709 | - |
29.8308 | 33500 | 0.0918 | - |
29.8753 | 33550 | 0.0948 | - |
29.9199 | 33600 | 0.0697 | - |
29.9644 | 33650 | 0.073 | - |
30.0089 | 33700 | 0.0681 | - |
30.0534 | 33750 | 0.0689 | - |
30.0980 | 33800 | 0.0613 | - |
30.1425 | 33850 | 0.0797 | - |
30.1870 | 33900 | 0.0768 | - |
30.2315 | 33950 | 0.0987 | - |
30.2760 | 34000 | 0.0857 | - |
30.3206 | 34050 | 0.0667 | - |
30.3651 | 34100 | 0.0821 | - |
30.4096 | 34150 | 0.0884 | - |
30.4541 | 34200 | 0.0687 | - |
30.4987 | 34250 | 0.0796 | - |
30.5432 | 34300 | 0.0853 | - |
30.5877 | 34350 | 0.0721 | - |
30.6322 | 34400 | 0.0722 | - |
30.6768 | 34450 | 0.0575 | - |
30.7213 | 34500 | 0.0955 | - |
30.7658 | 34550 | 0.0691 | - |
30.8103 | 34600 | 0.0849 | - |
30.8549 | 34650 | 0.0848 | - |
30.8994 | 34700 | 0.0816 | - |
30.9439 | 34750 | 0.0857 | - |
30.9884 | 34800 | 0.0639 | - |
31.0329 | 34850 | 0.0747 | - |
31.0775 | 34900 | 0.085 | - |
31.1220 | 34950 | 0.0879 | - |
31.1665 | 35000 | 0.0821 | - |
31.2110 | 35050 | 0.0686 | - |
31.2556 | 35100 | 0.0867 | - |
31.3001 | 35150 | 0.0874 | - |
31.3446 | 35200 | 0.0883 | - |
31.3891 | 35250 | 0.0822 | - |
31.4337 | 35300 | 0.0857 | - |
31.4782 | 35350 | 0.0831 | - |
31.5227 | 35400 | 0.0748 | - |
31.5672 | 35450 | 0.0885 | - |
31.6118 | 35500 | 0.0805 | - |
31.6563 | 35550 | 0.0735 | - |
31.7008 | 35600 | 0.0767 | - |
31.7453 | 35650 | 0.0698 | - |
31.7898 | 35700 | 0.0679 | - |
31.8344 | 35750 | 0.0998 | - |
31.8789 | 35800 | 0.0755 | - |
31.9234 | 35850 | 0.0825 | - |
31.9679 | 35900 | 0.0738 | - |
32.0125 | 35950 | 0.0818 | - |
32.0570 | 36000 | 0.0896 | - |
32.1015 | 36050 | 0.0844 | - |
32.1460 | 36100 | 0.0708 | - |
32.1906 | 36150 | 0.0765 | - |
32.2351 | 36200 | 0.0774 | - |
32.2796 | 36250 | 0.0785 | - |
32.3241 | 36300 | 0.0656 | - |
32.3687 | 36350 | 0.0872 | - |
32.4132 | 36400 | 0.0808 | - |
32.4577 | 36450 | 0.078 | - |
32.5022 | 36500 | 0.0627 | - |
32.5467 | 36550 | 0.0701 | - |
32.5913 | 36600 | 0.0668 | - |
32.6358 | 36650 | 0.0696 | - |
32.6803 | 36700 | 0.0837 | - |
32.7248 | 36750 | 0.0725 | - |
32.7694 | 36800 | 0.074 | - |
32.8139 | 36850 | 0.0613 | - |
32.8584 | 36900 | 0.0824 | - |
32.9029 | 36950 | 0.0837 | - |
32.9475 | 37000 | 0.0656 | - |
32.9920 | 37050 | 0.075 | - |
33.0365 | 37100 | 0.0728 | - |
33.0810 | 37150 | 0.075 | - |
33.1256 | 37200 | 0.0656 | - |
33.1701 | 37250 | 0.0787 | - |
33.2146 | 37300 | 0.069 | - |
33.2591 | 37350 | 0.0635 | - |
33.3037 | 37400 | 0.0725 | - |
33.3482 | 37450 | 0.0835 | - |
33.3927 | 37500 | 0.0735 | - |
33.4372 | 37550 | 0.0595 | - |
33.4817 | 37600 | 0.0751 | - |
33.5263 | 37650 | 0.094 | - |
33.5708 | 37700 | 0.0693 | - |
33.6153 | 37750 | 0.0697 | - |
33.6598 | 37800 | 0.0644 | - |
33.7044 | 37850 | 0.0857 | - |
33.7489 | 37900 | 0.075 | - |
33.7934 | 37950 | 0.0819 | - |
33.8379 | 38000 | 0.0756 | - |
33.8825 | 38050 | 0.0661 | - |
33.9270 | 38100 | 0.0785 | - |
33.9715 | 38150 | 0.0743 | - |
34.0160 | 38200 | 0.063 | - |
34.0606 | 38250 | 0.0567 | - |
34.1051 | 38300 | 0.0645 | - |
34.1496 | 38350 | 0.0588 | - |
34.1941 | 38400 | 0.0783 | - |
34.2386 | 38450 | 0.0779 | - |
34.2832 | 38500 | 0.0833 | - |
34.3277 | 38550 | 0.0914 | - |
34.3722 | 38600 | 0.0815 | - |
34.4167 | 38650 | 0.0856 | - |
34.4613 | 38700 | 0.0816 | - |
34.5058 | 38750 | 0.0692 | - |
34.5503 | 38800 | 0.0893 | - |
34.5948 | 38850 | 0.0685 | - |
34.6394 | 38900 | 0.0547 | - |
34.6839 | 38950 | 0.0894 | - |
34.7284 | 39000 | 0.087 | - |
34.7729 | 39050 | 0.0563 | - |
34.8175 | 39100 | 0.0771 | - |
34.8620 | 39150 | 0.0793 | - |
34.9065 | 39200 | 0.0636 | - |
34.9510 | 39250 | 0.0831 | - |
34.9955 | 39300 | 0.0683 | - |
35.0401 | 39350 | 0.0729 | - |
35.0846 | 39400 | 0.0641 | - |
35.1291 | 39450 | 0.0689 | - |
35.1736 | 39500 | 0.0792 | - |
35.2182 | 39550 | 0.078 | - |
35.2627 | 39600 | 0.0683 | - |
35.3072 | 39650 | 0.0691 | - |
35.3517 | 39700 | 0.0753 | - |
35.3963 | 39750 | 0.0653 | - |
35.4408 | 39800 | 0.0621 | - |
35.4853 | 39850 | 0.0637 | - |
35.5298 | 39900 | 0.0886 | - |
35.5744 | 39950 | 0.0759 | - |
35.6189 | 40000 | 0.0717 | - |
35.6634 | 40050 | 0.0763 | - |
35.7079 | 40100 | 0.0723 | - |
35.7524 | 40150 | 0.0687 | - |
35.7970 | 40200 | 0.0589 | - |
35.8415 | 40250 | 0.0638 | - |
35.8860 | 40300 | 0.0861 | - |
35.9305 | 40350 | 0.0768 | - |
35.9751 | 40400 | 0.065 | - |
36.0196 | 40450 | 0.055 | - |
36.0641 | 40500 | 0.1001 | - |
36.1086 | 40550 | 0.059 | - |
36.1532 | 40600 | 0.0551 | - |
36.1977 | 40650 | 0.0647 | - |
36.2422 | 40700 | 0.0663 | - |
36.2867 | 40750 | 0.0903 | - |
36.3313 | 40800 | 0.0816 | - |
36.3758 | 40850 | 0.0702 | - |
36.4203 | 40900 | 0.0762 | - |
36.4648 | 40950 | 0.0492 | - |
36.5093 | 41000 | 0.0741 | - |
36.5539 | 41050 | 0.0697 | - |
36.5984 | 41100 | 0.0753 | - |
36.6429 | 41150 | 0.0763 | - |
36.6874 | 41200 | 0.0596 | - |
36.7320 | 41250 | 0.0608 | - |
36.7765 | 41300 | 0.0569 | - |
36.8210 | 41350 | 0.0685 | - |
36.8655 | 41400 | 0.0759 | - |
36.9101 | 41450 | 0.0745 | - |
36.9546 | 41500 | 0.0584 | - |
36.9991 | 41550 | 0.0649 | - |
37.0436 | 41600 | 0.0608 | - |
37.0882 | 41650 | 0.0681 | - |
37.1327 | 41700 | 0.0634 | - |
37.1772 | 41750 | 0.0673 | - |
37.2217 | 41800 | 0.0644 | - |
37.2663 | 41850 | 0.068 | - |
37.3108 | 41900 | 0.081 | - |
37.3553 | 41950 | 0.0588 | - |
37.3998 | 42000 | 0.0563 | - |
37.4443 | 42050 | 0.08 | - |
37.4889 | 42100 | 0.0799 | - |
37.5334 | 42150 | 0.0552 | - |
37.5779 | 42200 | 0.0732 | - |
37.6224 | 42250 | 0.0616 | - |
37.6670 | 42300 | 0.0545 | - |
37.7115 | 42350 | 0.063 | - |
37.7560 | 42400 | 0.066 | - |
37.8005 | 42450 | 0.0525 | - |
37.8451 | 42500 | 0.0567 | - |
37.8896 | 42550 | 0.082 | - |
37.9341 | 42600 | 0.0675 | - |
37.9786 | 42650 | 0.0853 | - |
38.0232 | 42700 | 0.0841 | - |
38.0677 | 42750 | 0.0714 | - |
38.1122 | 42800 | 0.0603 | - |
38.1567 | 42850 | 0.0652 | - |
38.2012 | 42900 | 0.0636 | - |
38.2458 | 42950 | 0.0773 | - |
38.2903 | 43000 | 0.0767 | - |
38.3348 | 43050 | 0.0667 | - |
38.3793 | 43100 | 0.0645 | - |
38.4239 | 43150 | 0.0597 | - |
38.4684 | 43200 | 0.0848 | - |
38.5129 | 43250 | 0.0619 | - |
38.5574 | 43300 | 0.0615 | - |
38.6020 | 43350 | 0.0626 | - |
38.6465 | 43400 | 0.0626 | - |
38.6910 | 43450 | 0.0744 | - |
38.7355 | 43500 | 0.0622 | - |
38.7801 | 43550 | 0.0762 | - |
38.8246 | 43600 | 0.0735 | - |
38.8691 | 43650 | 0.046 | - |
38.9136 | 43700 | 0.0735 | - |
38.9581 | 43750 | 0.058 | - |
39.0027 | 43800 | 0.0701 | - |
39.0472 | 43850 | 0.0686 | - |
39.0917 | 43900 | 0.055 | - |
39.1362 | 43950 | 0.0608 | - |
39.1808 | 44000 | 0.0656 | - |
39.2253 | 44050 | 0.0603 | - |
39.2698 | 44100 | 0.0628 | - |
39.3143 | 44150 | 0.0665 | - |
39.3589 | 44200 | 0.0583 | - |
39.4034 | 44250 | 0.0558 | - |
39.4479 | 44300 | 0.0601 | - |
39.4924 | 44350 | 0.0541 | - |
39.5370 | 44400 | 0.0619 | - |
39.5815 | 44450 | 0.0774 | - |
39.6260 | 44500 | 0.0767 | - |
39.6705 | 44550 | 0.066 | - |
39.7150 | 44600 | 0.0689 | - |
39.7596 | 44650 | 0.0734 | - |
39.8041 | 44700 | 0.0643 | - |
39.8486 | 44750 | 0.0711 | - |
39.8931 | 44800 | 0.0868 | - |
39.9377 | 44850 | 0.0703 | - |
39.9822 | 44900 | 0.0675 | - |
40.0267 | 44950 | 0.0543 | - |
40.0712 | 45000 | 0.0809 | - |
40.1158 | 45050 | 0.0661 | - |
40.1603 | 45100 | 0.0613 | - |
40.2048 | 45150 | 0.079 | - |
40.2493 | 45200 | 0.052 | - |
40.2939 | 45250 | 0.0517 | - |
40.3384 | 45300 | 0.0798 | - |
40.3829 | 45350 | 0.049 | - |
40.4274 | 45400 | 0.0624 | - |
40.4720 | 45450 | 0.0559 | - |
40.5165 | 45500 | 0.0553 | - |
40.5610 | 45550 | 0.0625 | - |
40.6055 | 45600 | 0.072 | - |
40.6500 | 45650 | 0.0715 | - |
40.6946 | 45700 | 0.0755 | - |
40.7391 | 45750 | 0.0693 | - |
40.7836 | 45800 | 0.0526 | - |
40.8281 | 45850 | 0.0759 | - |
40.8727 | 45900 | 0.0564 | - |
40.9172 | 45950 | 0.0775 | - |
40.9617 | 46000 | 0.0616 | - |
41.0062 | 46050 | 0.0704 | - |
41.0508 | 46100 | 0.0478 | - |
41.0953 | 46150 | 0.0611 | - |
41.1398 | 46200 | 0.0727 | - |
41.1843 | 46250 | 0.0741 | - |
41.2289 | 46300 | 0.0674 | - |
41.2734 | 46350 | 0.0753 | - |
41.3179 | 46400 | 0.0592 | - |
41.3624 | 46450 | 0.0579 | - |
41.4069 | 46500 | 0.0732 | - |
41.4515 | 46550 | 0.0679 | - |
41.4960 | 46600 | 0.0639 | - |
41.5405 | 46650 | 0.0754 | - |
41.5850 | 46700 | 0.0595 | - |
41.6296 | 46750 | 0.0603 | - |
41.6741 | 46800 | 0.0562 | - |
41.7186 | 46850 | 0.0611 | - |
41.7631 | 46900 | 0.0547 | - |
41.8077 | 46950 | 0.0684 | - |
41.8522 | 47000 | 0.0569 | - |
41.8967 | 47050 | 0.0609 | - |
41.9412 | 47100 | 0.0618 | - |
41.9858 | 47150 | 0.0716 | - |
42.0303 | 47200 | 0.0675 | - |
42.0748 | 47250 | 0.0662 | - |
42.1193 | 47300 | 0.0526 | - |
42.1638 | 47350 | 0.0695 | - |
42.2084 | 47400 | 0.0636 | - |
42.2529 | 47450 | 0.077 | - |
42.2974 | 47500 | 0.0622 | - |
42.3419 | 47550 | 0.0854 | - |
42.3865 | 47600 | 0.063 | - |
42.4310 | 47650 | 0.054 | - |
42.4755 | 47700 | 0.0718 | - |
42.5200 | 47750 | 0.0781 | - |
42.5646 | 47800 | 0.0561 | - |
42.6091 | 47850 | 0.0952 | - |
42.6536 | 47900 | 0.0425 | - |
42.6981 | 47950 | 0.0737 | - |
42.7427 | 48000 | 0.069 | - |
42.7872 | 48050 | 0.0621 | - |
42.8317 | 48100 | 0.0389 | - |
42.8762 | 48150 | 0.0646 | - |
42.9207 | 48200 | 0.054 | - |
42.9653 | 48250 | 0.0561 | - |
43.0098 | 48300 | 0.0732 | - |
43.0543 | 48350 | 0.0661 | - |
43.0988 | 48400 | 0.0755 | - |
43.1434 | 48450 | 0.0634 | - |
43.1879 | 48500 | 0.0553 | - |
43.2324 | 48550 | 0.0507 | - |
43.2769 | 48600 | 0.067 | - |
43.3215 | 48650 | 0.0612 | - |
43.3660 | 48700 | 0.0612 | - |
43.4105 | 48750 | 0.0633 | - |
43.4550 | 48800 | 0.0479 | - |
43.4996 | 48850 | 0.0527 | - |
43.5441 | 48900 | 0.0634 | - |
43.5886 | 48950 | 0.061 | - |
43.6331 | 49000 | 0.0677 | - |
43.6776 | 49050 | 0.0768 | - |
43.7222 | 49100 | 0.0605 | - |
43.7667 | 49150 | 0.0521 | - |
43.8112 | 49200 | 0.0533 | - |
43.8557 | 49250 | 0.0497 | - |
43.9003 | 49300 | 0.051 | - |
43.9448 | 49350 | 0.0539 | - |
43.9893 | 49400 | 0.0539 | - |
44.0338 | 49450 | 0.0589 | - |
44.0784 | 49500 | 0.064 | - |
44.1229 | 49550 | 0.0653 | - |
44.1674 | 49600 | 0.0575 | - |
44.2119 | 49650 | 0.0349 | - |
44.2565 | 49700 | 0.0614 | - |
44.3010 | 49750 | 0.0477 | - |
44.3455 | 49800 | 0.0613 | - |
44.3900 | 49850 | 0.0654 | - |
44.4346 | 49900 | 0.0596 | - |
44.4791 | 49950 | 0.0645 | - |
44.5236 | 50000 | 0.0488 | - |
44.5681 | 50050 | 0.0609 | - |
44.6126 | 50100 | 0.0663 | - |
44.6572 | 50150 | 0.0711 | - |
44.7017 | 50200 | 0.0607 | - |
44.7462 | 50250 | 0.0622 | - |
44.7907 | 50300 | 0.0629 | - |
44.8353 | 50350 | 0.051 | - |
44.8798 | 50400 | 0.0597 | - |
44.9243 | 50450 | 0.0755 | - |
44.9688 | 50500 | 0.0686 | - |
45.0134 | 50550 | 0.0545 | - |
45.0579 | 50600 | 0.0445 | - |
45.1024 | 50650 | 0.0512 | - |
45.1469 | 50700 | 0.0575 | - |
45.1915 | 50750 | 0.0759 | - |
45.2360 | 50800 | 0.0699 | - |
45.2805 | 50850 | 0.0616 | - |
45.3250 | 50900 | 0.0507 | - |
45.3695 | 50950 | 0.0526 | - |
45.4141 | 51000 | 0.0625 | - |
45.4586 | 51050 | 0.0565 | - |
45.5031 | 51100 | 0.0632 | - |
45.5476 | 51150 | 0.0474 | - |
45.5922 | 51200 | 0.0604 | - |
45.6367 | 51250 | 0.0631 | - |
45.6812 | 51300 | 0.0603 | - |
45.7257 | 51350 | 0.0495 | - |
45.7703 | 51400 | 0.0695 | - |
45.8148 | 51450 | 0.0468 | - |
45.8593 | 51500 | 0.0419 | - |
45.9038 | 51550 | 0.0791 | - |
45.9484 | 51600 | 0.0646 | - |
45.9929 | 51650 | 0.0578 | - |
46.0374 | 51700 | 0.0435 | - |
46.0819 | 51750 | 0.0462 | - |
46.1264 | 51800 | 0.0484 | - |
46.1710 | 51850 | 0.0655 | - |
46.2155 | 51900 | 0.0618 | - |
46.2600 | 51950 | 0.0518 | - |
46.3045 | 52000 | 0.0623 | - |
46.3491 | 52050 | 0.0647 | - |
46.3936 | 52100 | 0.0659 | - |
46.4381 | 52150 | 0.0629 | - |
46.4826 | 52200 | 0.0599 | - |
46.5272 | 52250 | 0.0575 | - |
46.5717 | 52300 | 0.07 | - |
46.6162 | 52350 | 0.0654 | - |
46.6607 | 52400 | 0.0554 | - |
46.7053 | 52450 | 0.0691 | - |
46.7498 | 52500 | 0.0515 | - |
46.7943 | 52550 | 0.0603 | - |
46.8388 | 52600 | 0.0577 | - |
46.8833 | 52650 | 0.0528 | - |
46.9279 | 52700 | 0.0575 | - |
46.9724 | 52750 | 0.0688 | - |
47.0169 | 52800 | 0.056 | - |
47.0614 | 52850 | 0.0616 | - |
47.1060 | 52900 | 0.0523 | - |
47.1505 | 52950 | 0.0666 | - |
47.1950 | 53000 | 0.0519 | - |
47.2395 | 53050 | 0.051 | - |
47.2841 | 53100 | 0.0648 | - |
47.3286 | 53150 | 0.0534 | - |
47.3731 | 53200 | 0.058 | - |
47.4176 | 53250 | 0.0632 | - |
47.4622 | 53300 | 0.0525 | - |
47.5067 | 53350 | 0.0582 | - |
47.5512 | 53400 | 0.0604 | - |
47.5957 | 53450 | 0.048 | - |
47.6402 | 53500 | 0.0565 | - |
47.6848 | 53550 | 0.0459 | - |
47.7293 | 53600 | 0.06 | - |
47.7738 | 53650 | 0.069 | - |
47.8183 | 53700 | 0.0598 | - |
47.8629 | 53750 | 0.051 | - |
47.9074 | 53800 | 0.0611 | - |
47.9519 | 53850 | 0.0724 | - |
47.9964 | 53900 | 0.0461 | - |
48.0410 | 53950 | 0.0578 | - |
48.0855 | 54000 | 0.0406 | - |
48.1300 | 54050 | 0.0669 | - |
48.1745 | 54100 | 0.0431 | - |
48.2191 | 54150 | 0.0541 | - |
48.2636 | 54200 | 0.052 | - |
48.3081 | 54250 | 0.0577 | - |
48.3526 | 54300 | 0.0482 | - |
48.3972 | 54350 | 0.0614 | - |
48.4417 | 54400 | 0.055 | - |
48.4862 | 54450 | 0.0699 | - |
48.5307 | 54500 | 0.0405 | - |
48.5752 | 54550 | 0.057 | - |
48.6198 | 54600 | 0.0529 | - |
48.6643 | 54650 | 0.0522 | - |
48.7088 | 54700 | 0.0513 | - |
48.7533 | 54750 | 0.0685 | - |
48.7979 | 54800 | 0.0469 | - |
48.8424 | 54850 | 0.0635 | - |
48.8869 | 54900 | 0.0584 | - |
48.9314 | 54950 | 0.0591 | - |
48.9760 | 55000 | 0.0462 | - |
49.0205 | 55050 | 0.0371 | - |
49.0650 | 55100 | 0.0529 | - |
49.1095 | 55150 | 0.0535 | - |
49.1541 | 55200 | 0.053 | - |
49.1986 | 55250 | 0.04 | - |
49.2431 | 55300 | 0.0299 | - |
49.2876 | 55350 | 0.0744 | - |
49.3321 | 55400 | 0.0512 | - |
49.3767 | 55450 | 0.0423 | - |
49.4212 | 55500 | 0.0454 | - |
49.4657 | 55550 | 0.0514 | - |
49.5102 | 55600 | 0.0644 | - |
49.5548 | 55650 | 0.0323 | - |
49.5993 | 55700 | 0.0594 | - |
49.6438 | 55750 | 0.0536 | - |
49.6883 | 55800 | 0.057 | - |
49.7329 | 55850 | 0.0697 | - |
49.7774 | 55900 | 0.0541 | - |
49.8219 | 55950 | 0.0575 | - |
49.8664 | 56000 | 0.0695 | - |
49.9110 | 56050 | 0.0579 | - |
49.9555 | 56100 | 0.0602 | - |
50.0 | 56150 | 0.0671 | - |
50.0445 | 56200 | 0.0374 | - |
50.0890 | 56250 | 0.053 | - |
50.1336 | 56300 | 0.054 | - |
50.1781 | 56350 | 0.0474 | - |
50.2226 | 56400 | 0.0447 | - |
50.2671 | 56450 | 0.0706 | - |
50.3117 | 56500 | 0.0439 | - |
50.3562 | 56550 | 0.0434 | - |
50.4007 | 56600 | 0.0469 | - |
50.4452 | 56650 | 0.0581 | - |
50.4898 | 56700 | 0.0559 | - |
50.5343 | 56750 | 0.06 | - |
50.5788 | 56800 | 0.0488 | - |
50.6233 | 56850 | 0.0495 | - |
50.6679 | 56900 | 0.0627 | - |
50.7124 | 56950 | 0.0519 | - |
50.7569 | 57000 | 0.046 | - |
50.8014 | 57050 | 0.0578 | - |
50.8459 | 57100 | 0.0544 | - |
50.8905 | 57150 | 0.0542 | - |
50.9350 | 57200 | 0.0351 | - |
50.9795 | 57250 | 0.0383 | - |
51.0240 | 57300 | 0.0583 | - |
51.0686 | 57350 | 0.0469 | - |
51.1131 | 57400 | 0.052 | - |
51.1576 | 57450 | 0.0549 | - |
51.2021 | 57500 | 0.0476 | - |
51.2467 | 57550 | 0.0536 | - |
51.2912 | 57600 | 0.0538 | - |
51.3357 | 57650 | 0.0581 | - |
51.3802 | 57700 | 0.0618 | - |
51.4248 | 57750 | 0.0547 | - |
51.4693 | 57800 | 0.0571 | - |
51.5138 | 57850 | 0.0556 | - |
51.5583 | 57900 | 0.0452 | - |
51.6028 | 57950 | 0.0525 | - |
51.6474 | 58000 | 0.038 | - |
51.6919 | 58050 | 0.0441 | - |
51.7364 | 58100 | 0.0624 | - |
51.7809 | 58150 | 0.0485 | - |
51.8255 | 58200 | 0.044 | - |
51.8700 | 58250 | 0.0524 | - |
51.9145 | 58300 | 0.0375 | - |
51.9590 | 58350 | 0.0549 | - |
52.0036 | 58400 | 0.0466 | - |
52.0481 | 58450 | 0.0517 | - |
52.0926 | 58500 | 0.0555 | - |
52.1371 | 58550 | 0.0453 | - |
52.1817 | 58600 | 0.072 | - |
52.2262 | 58650 | 0.0349 | - |
52.2707 | 58700 | 0.0518 | - |
52.3152 | 58750 | 0.071 | - |
52.3598 | 58800 | 0.0549 | - |
52.4043 | 58850 | 0.0474 | - |
52.4488 | 58900 | 0.053 | - |
52.4933 | 58950 | 0.0538 | - |
52.5378 | 59000 | 0.0639 | - |
52.5824 | 59050 | 0.041 | - |
52.6269 | 59100 | 0.0679 | - |
52.6714 | 59150 | 0.05 | - |
52.7159 | 59200 | 0.0483 | - |
52.7605 | 59250 | 0.0526 | - |
52.8050 | 59300 | 0.0595 | - |
52.8495 | 59350 | 0.0473 | - |
52.8940 | 59400 | 0.0523 | - |
52.9386 | 59450 | 0.0458 | - |
52.9831 | 59500 | 0.0665 | - |
53.0276 | 59550 | 0.0563 | - |
53.0721 | 59600 | 0.0279 | - |
53.1167 | 59650 | 0.0446 | - |
53.1612 | 59700 | 0.0539 | - |
53.2057 | 59750 | 0.0387 | - |
53.2502 | 59800 | 0.0405 | - |
53.2947 | 59850 | 0.0379 | - |
53.3393 | 59900 | 0.0525 | - |
53.3838 | 59950 | 0.051 | - |
53.4283 | 60000 | 0.0555 | - |
53.4728 | 60050 | 0.0533 | - |
53.5174 | 60100 | 0.0435 | - |
53.5619 | 60150 | 0.0557 | - |
53.6064 | 60200 | 0.0428 | - |
53.6509 | 60250 | 0.04 | - |
53.6955 | 60300 | 0.0391 | - |
53.7400 | 60350 | 0.0486 | - |
53.7845 | 60400 | 0.0444 | - |
53.8290 | 60450 | 0.0494 | - |
53.8736 | 60500 | 0.0455 | - |
53.9181 | 60550 | 0.0344 | - |
53.9626 | 60600 | 0.0547 | - |
54.0071 | 60650 | 0.0503 | - |
54.0516 | 60700 | 0.0451 | - |
54.0962 | 60750 | 0.0321 | - |
54.1407 | 60800 | 0.0543 | - |
54.1852 | 60850 | 0.0474 | - |
54.2297 | 60900 | 0.0584 | - |
54.2743 | 60950 | 0.0351 | - |
54.3188 | 61000 | 0.0381 | - |
54.3633 | 61050 | 0.0495 | - |
54.4078 | 61100 | 0.0479 | - |
54.4524 | 61150 | 0.0407 | - |
54.4969 | 61200 | 0.0386 | - |
54.5414 | 61250 | 0.0499 | - |
54.5859 | 61300 | 0.059 | - |
54.6305 | 61350 | 0.0514 | - |
54.6750 | 61400 | 0.0707 | - |
54.7195 | 61450 | 0.0497 | - |
54.7640 | 61500 | 0.0314 | - |
54.8085 | 61550 | 0.0389 | - |
54.8531 | 61600 | 0.0439 | - |
54.8976 | 61650 | 0.0483 | - |
54.9421 | 61700 | 0.0584 | - |
54.9866 | 61750 | 0.0375 | - |
55.0312 | 61800 | 0.0475 | - |
55.0757 | 61850 | 0.046 | - |
55.1202 | 61900 | 0.0416 | - |
55.1647 | 61950 | 0.0521 | - |
55.2093 | 62000 | 0.0418 | - |
55.2538 | 62050 | 0.0357 | - |
55.2983 | 62100 | 0.0351 | - |
55.3428 | 62150 | 0.0516 | - |
55.3874 | 62200 | 0.0447 | - |
55.4319 | 62250 | 0.0666 | - |
55.4764 | 62300 | 0.0382 | - |
55.5209 | 62350 | 0.0345 | - |
55.5654 | 62400 | 0.0522 | - |
55.6100 | 62450 | 0.0478 | - |
55.6545 | 62500 | 0.0534 | - |
55.6990 | 62550 | 0.0408 | - |
55.7435 | 62600 | 0.0412 | - |
55.7881 | 62650 | 0.0377 | - |
55.8326 | 62700 | 0.0379 | - |
55.8771 | 62750 | 0.0308 | - |
55.9216 | 62800 | 0.042 | - |
55.9662 | 62850 | 0.0623 | - |
56.0107 | 62900 | 0.0507 | - |
56.0552 | 62950 | 0.0324 | - |
56.0997 | 63000 | 0.0329 | - |
56.1443 | 63050 | 0.0302 | - |
56.1888 | 63100 | 0.0432 | - |
56.2333 | 63150 | 0.0437 | - |
56.2778 | 63200 | 0.0524 | - |
56.3224 | 63250 | 0.0295 | - |
56.3669 | 63300 | 0.0542 | - |
56.4114 | 63350 | 0.0508 | - |
56.4559 | 63400 | 0.0369 | - |
56.5004 | 63450 | 0.0385 | - |
56.5450 | 63500 | 0.0325 | - |
56.5895 | 63550 | 0.0394 | - |
56.6340 | 63600 | 0.0502 | - |
56.6785 | 63650 | 0.037 | - |
56.7231 | 63700 | 0.0481 | - |
56.7676 | 63750 | 0.0386 | - |
56.8121 | 63800 | 0.0512 | - |
56.8566 | 63850 | 0.0511 | - |
56.9012 | 63900 | 0.0532 | - |
56.9457 | 63950 | 0.0315 | - |
56.9902 | 64000 | 0.0416 | - |
57.0347 | 64050 | 0.0329 | - |
57.0793 | 64100 | 0.0432 | - |
57.1238 | 64150 | 0.0402 | - |
57.1683 | 64200 | 0.0471 | - |
57.2128 | 64250 | 0.0584 | - |
57.2573 | 64300 | 0.0637 | - |
57.3019 | 64350 | 0.0478 | - |
57.3464 | 64400 | 0.0713 | - |
57.3909 | 64450 | 0.0236 | - |
57.4354 | 64500 | 0.0511 | - |
57.4800 | 64550 | 0.0318 | - |
57.5245 | 64600 | 0.0365 | - |
57.5690 | 64650 | 0.0416 | - |
57.6135 | 64700 | 0.0372 | - |
57.6581 | 64750 | 0.0381 | - |
57.7026 | 64800 | 0.0498 | - |
57.7471 | 64850 | 0.0385 | - |
57.7916 | 64900 | 0.0491 | - |
57.8362 | 64950 | 0.0409 | - |
57.8807 | 65000 | 0.0665 | - |
57.9252 | 65050 | 0.0466 | - |
57.9697 | 65100 | 0.0557 | - |
58.0142 | 65150 | 0.0388 | - |
58.0588 | 65200 | 0.0444 | - |
58.1033 | 65250 | 0.0302 | - |
58.1478 | 65300 | 0.0363 | - |
58.1923 | 65350 | 0.0408 | - |
58.2369 | 65400 | 0.0568 | - |
58.2814 | 65450 | 0.0371 | - |
58.3259 | 65500 | 0.0517 | - |
58.3704 | 65550 | 0.0529 | - |
58.4150 | 65600 | 0.0387 | - |
58.4595 | 65650 | 0.0491 | - |
58.5040 | 65700 | 0.0279 | - |
58.5485 | 65750 | 0.052 | - |
58.5931 | 65800 | 0.0407 | - |
58.6376 | 65850 | 0.0474 | - |
58.6821 | 65900 | 0.0317 | - |
58.7266 | 65950 | 0.0505 | - |
58.7711 | 66000 | 0.0542 | - |
58.8157 | 66050 | 0.0408 | - |
58.8602 | 66100 | 0.0363 | - |
58.9047 | 66150 | 0.0364 | - |
58.9492 | 66200 | 0.0421 | - |
58.9938 | 66250 | 0.0554 | - |
59.0383 | 66300 | 0.032 | - |
59.0828 | 66350 | 0.0556 | - |
59.1273 | 66400 | 0.048 | - |
59.1719 | 66450 | 0.0508 | - |
59.2164 | 66500 | 0.0335 | - |
59.2609 | 66550 | 0.0448 | - |
59.3054 | 66600 | 0.03 | - |
59.3500 | 66650 | 0.0512 | - |
59.3945 | 66700 | 0.0459 | - |
59.4390 | 66750 | 0.0437 | - |
59.4835 | 66800 | 0.0425 | - |
59.5280 | 66850 | 0.043 | - |
59.5726 | 66900 | 0.0348 | - |
59.6171 | 66950 | 0.0456 | - |
59.6616 | 67000 | 0.0372 | - |
59.7061 | 67050 | 0.033 | - |
59.7507 | 67100 | 0.0394 | - |
59.7952 | 67150 | 0.0444 | - |
59.8397 | 67200 | 0.0436 | - |
59.8842 | 67250 | 0.0336 | - |
59.9288 | 67300 | 0.0388 | - |
59.9733 | 67350 | 0.0405 | - |
60.0178 | 67400 | 0.0476 | - |
60.0623 | 67450 | 0.0469 | - |
60.1069 | 67500 | 0.0549 | - |
60.1514 | 67550 | 0.0427 | - |
60.1959 | 67600 | 0.0264 | - |
60.2404 | 67650 | 0.0499 | - |
60.2850 | 67700 | 0.0498 | - |
60.3295 | 67750 | 0.0261 | - |
60.3740 | 67800 | 0.0352 | - |
60.4185 | 67850 | 0.0347 | - |
60.4630 | 67900 | 0.0349 | - |
60.5076 | 67950 | 0.0606 | - |
60.5521 | 68000 | 0.0332 | - |
60.5966 | 68050 | 0.0392 | - |
60.6411 | 68100 | 0.0308 | - |
60.6857 | 68150 | 0.0378 | - |
60.7302 | 68200 | 0.0522 | - |
60.7747 | 68250 | 0.0272 | - |
60.8192 | 68300 | 0.0446 | - |
60.8638 | 68350 | 0.0429 | - |
60.9083 | 68400 | 0.0445 | - |
60.9528 | 68450 | 0.0439 | - |
60.9973 | 68500 | 0.0287 | - |
61.0419 | 68550 | 0.0334 | - |
61.0864 | 68600 | 0.0407 | - |
61.1309 | 68650 | 0.0421 | - |
61.1754 | 68700 | 0.0403 | - |
61.2199 | 68750 | 0.0314 | - |
61.2645 | 68800 | 0.0328 | - |
61.3090 | 68850 | 0.0406 | - |
61.3535 | 68900 | 0.0234 | - |
61.3980 | 68950 | 0.0392 | - |
61.4426 | 69000 | 0.0397 | - |
61.4871 | 69050 | 0.0508 | - |
61.5316 | 69100 | 0.031 | - |
61.5761 | 69150 | 0.0451 | - |
61.6207 | 69200 | 0.0455 | - |
61.6652 | 69250 | 0.0284 | - |
61.7097 | 69300 | 0.0442 | - |
61.7542 | 69350 | 0.0483 | - |
61.7988 | 69400 | 0.0558 | - |
61.8433 | 69450 | 0.0429 | - |
61.8878 | 69500 | 0.0327 | - |
61.9323 | 69550 | 0.0311 | - |
61.9768 | 69600 | 0.052 | - |
62.0214 | 69650 | 0.033 | - |
62.0659 | 69700 | 0.0388 | - |
62.1104 | 69750 | 0.031 | - |
62.1549 | 69800 | 0.0408 | - |
62.1995 | 69850 | 0.0506 | - |
62.2440 | 69900 | 0.0341 | - |
62.2885 | 69950 | 0.0272 | - |
62.3330 | 70000 | 0.0314 | - |
62.3776 | 70050 | 0.0334 | - |
62.4221 | 70100 | 0.0261 | - |
62.4666 | 70150 | 0.0321 | - |
62.5111 | 70200 | 0.0268 | - |
62.5557 | 70250 | 0.0491 | - |
62.6002 | 70300 | 0.0389 | - |
62.6447 | 70350 | 0.0548 | - |
62.6892 | 70400 | 0.0388 | - |
62.7337 | 70450 | 0.0375 | - |
62.7783 | 70500 | 0.0546 | - |
62.8228 | 70550 | 0.0415 | - |
62.8673 | 70600 | 0.0294 | - |
62.9118 | 70650 | 0.0365 | - |
62.9564 | 70700 | 0.0454 | - |
63.0009 | 70750 | 0.0459 | - |
63.0454 | 70800 | 0.0397 | - |
63.0899 | 70850 | 0.0383 | - |
63.1345 | 70900 | 0.0335 | - |
63.1790 | 70950 | 0.0366 | - |
63.2235 | 71000 | 0.0448 | - |
63.2680 | 71050 | 0.0405 | - |
63.3126 | 71100 | 0.0464 | - |
63.3571 | 71150 | 0.0256 | - |
63.4016 | 71200 | 0.0452 | - |
63.4461 | 71250 | 0.0325 | - |
63.4907 | 71300 | 0.0445 | - |
63.5352 | 71350 | 0.033 | - |
63.5797 | 71400 | 0.03 | - |
63.6242 | 71450 | 0.0358 | - |
63.6687 | 71500 | 0.0541 | - |
63.7133 | 71550 | 0.0241 | - |
63.7578 | 71600 | 0.0446 | - |
63.8023 | 71650 | 0.0664 | - |
63.8468 | 71700 | 0.0526 | - |
63.8914 | 71750 | 0.0359 | - |
63.9359 | 71800 | 0.0546 | - |
63.9804 | 71850 | 0.0383 | - |
64.0249 | 71900 | 0.0301 | - |
64.0695 | 71950 | 0.0215 | - |
64.1140 | 72000 | 0.0441 | - |
64.1585 | 72050 | 0.0422 | - |
64.2030 | 72100 | 0.0441 | - |
64.2476 | 72150 | 0.0418 | - |
64.2921 | 72200 | 0.038 | - |
64.3366 | 72250 | 0.0548 | - |
64.3811 | 72300 | 0.037 | - |
64.4256 | 72350 | 0.0528 | - |
64.4702 | 72400 | 0.0605 | - |
64.5147 | 72450 | 0.0312 | - |
64.5592 | 72500 | 0.035 | - |
64.6037 | 72550 | 0.0373 | - |
64.6483 | 72600 | 0.0462 | - |
64.6928 | 72650 | 0.0425 | - |
64.7373 | 72700 | 0.038 | - |
64.7818 | 72750 | 0.0295 | - |
64.8264 | 72800 | 0.0331 | - |
64.8709 | 72850 | 0.0307 | - |
64.9154 | 72900 | 0.0478 | - |
64.9599 | 72950 | 0.0375 | - |
65.0045 | 73000 | 0.0346 | - |
65.0490 | 73050 | 0.0273 | - |
65.0935 | 73100 | 0.0202 | - |
65.1380 | 73150 | 0.0332 | - |
65.1825 | 73200 | 0.0423 | - |
65.2271 | 73250 | 0.0254 | - |
65.2716 | 73300 | 0.0333 | - |
65.3161 | 73350 | 0.0472 | - |
65.3606 | 73400 | 0.0388 | - |
65.4052 | 73450 | 0.0563 | - |
65.4497 | 73500 | 0.0365 | - |
65.4942 | 73550 | 0.0368 | - |
65.5387 | 73600 | 0.0314 | - |
65.5833 | 73650 | 0.0437 | - |
65.6278 | 73700 | 0.0503 | - |
65.6723 | 73750 | 0.0521 | - |
65.7168 | 73800 | 0.04 | - |
65.7614 | 73850 | 0.038 | - |
65.8059 | 73900 | 0.0428 | - |
65.8504 | 73950 | 0.0297 | - |
65.8949 | 74000 | 0.0404 | - |
65.9394 | 74050 | 0.0264 | - |
65.9840 | 74100 | 0.0302 | - |
66.0285 | 74150 | 0.0287 | - |
66.0730 | 74200 | 0.0342 | - |
66.1175 | 74250 | 0.0241 | - |
66.1621 | 74300 | 0.0402 | - |
66.2066 | 74350 | 0.0363 | - |
66.2511 | 74400 | 0.065 | - |
66.2956 | 74450 | 0.0395 | - |
66.3402 | 74500 | 0.0473 | - |
66.3847 | 74550 | 0.0451 | - |
66.4292 | 74600 | 0.0361 | - |
66.4737 | 74650 | 0.041 | - |
66.5183 | 74700 | 0.0436 | - |
66.5628 | 74750 | 0.0485 | - |
66.6073 | 74800 | 0.0462 | - |
66.6518 | 74850 | 0.0433 | - |
66.6963 | 74900 | 0.0414 | - |
66.7409 | 74950 | 0.0154 | - |
66.7854 | 75000 | 0.05 | - |
66.8299 | 75050 | 0.0427 | - |
66.8744 | 75100 | 0.0633 | - |
66.9190 | 75150 | 0.0425 | - |
66.9635 | 75200 | 0.0278 | - |
67.0080 | 75250 | 0.036 | - |
67.0525 | 75300 | 0.0327 | - |
67.0971 | 75350 | 0.0344 | - |
67.1416 | 75400 | 0.0355 | - |
67.1861 | 75450 | 0.0362 | - |
67.2306 | 75500 | 0.0507 | - |
67.2752 | 75550 | 0.0267 | - |
67.3197 | 75600 | 0.0245 | - |
67.3642 | 75650 | 0.0313 | - |
67.4087 | 75700 | 0.0364 | - |
67.4533 | 75750 | 0.0412 | - |
67.4978 | 75800 | 0.0288 | - |
67.5423 | 75850 | 0.038 | - |
67.5868 | 75900 | 0.0293 | - |
67.6313 | 75950 | 0.0349 | - |
67.6759 | 76000 | 0.0451 | - |
67.7204 | 76050 | 0.0535 | - |
67.7649 | 76100 | 0.0261 | - |
67.8094 | 76150 | 0.0452 | - |
67.8540 | 76200 | 0.0345 | - |
67.8985 | 76250 | 0.0293 | - |
67.9430 | 76300 | 0.0436 | - |
67.9875 | 76350 | 0.0408 | - |
68.0321 | 76400 | 0.0376 | - |
68.0766 | 76450 | 0.0319 | - |
68.1211 | 76500 | 0.0226 | - |
68.1656 | 76550 | 0.0327 | - |
68.2102 | 76600 | 0.0181 | - |
68.2547 | 76650 | 0.0445 | - |
68.2992 | 76700 | 0.0217 | - |
68.3437 | 76750 | 0.0427 | - |
68.3882 | 76800 | 0.0373 | - |
68.4328 | 76850 | 0.0406 | - |
68.4773 | 76900 | 0.0496 | - |
68.5218 | 76950 | 0.0297 | - |
68.5663 | 77000 | 0.0199 | - |
68.6109 | 77050 | 0.0383 | - |
68.6554 | 77100 | 0.0423 | - |
68.6999 | 77150 | 0.0372 | - |
68.7444 | 77200 | 0.0297 | - |
68.7890 | 77250 | 0.043 | - |
68.8335 | 77300 | 0.0344 | - |
68.8780 | 77350 | 0.0438 | - |
68.9225 | 77400 | 0.0226 | - |
68.9671 | 77450 | 0.0272 | - |
69.0116 | 77500 | 0.0305 | - |
69.0561 | 77550 | 0.0282 | - |
69.1006 | 77600 | 0.0222 | - |
69.1451 | 77650 | 0.0244 | - |
69.1897 | 77700 | 0.0425 | - |
69.2342 | 77750 | 0.0253 | - |
69.2787 | 77800 | 0.0299 | - |
69.3232 | 77850 | 0.029 | - |
69.3678 | 77900 | 0.0212 | - |
69.4123 | 77950 | 0.0545 | - |
69.4568 | 78000 | 0.0303 | - |
69.5013 | 78050 | 0.0437 | - |
69.5459 | 78100 | 0.0262 | - |
69.5904 | 78150 | 0.037 | - |
69.6349 | 78200 | 0.0259 | - |
69.6794 | 78250 | 0.0378 | - |
69.7240 | 78300 | 0.0344 | - |
69.7685 | 78350 | 0.0293 | - |
69.8130 | 78400 | 0.0244 | - |
69.8575 | 78450 | 0.0386 | - |
69.9020 | 78500 | 0.0158 | - |
69.9466 | 78550 | 0.0297 | - |
69.9911 | 78600 | 0.0412 | - |
70.0356 | 78650 | 0.0276 | - |
70.0801 | 78700 | 0.0238 | - |
70.1247 | 78750 | 0.0267 | - |
70.1692 | 78800 | 0.0205 | - |
70.2137 | 78850 | 0.0233 | - |
70.2582 | 78900 | 0.0199 | - |
70.3028 | 78950 | 0.0324 | - |
70.3473 | 79000 | 0.0422 | - |
70.3918 | 79050 | 0.0427 | - |
70.4363 | 79100 | 0.0329 | - |
70.4809 | 79150 | 0.0308 | - |
70.5254 | 79200 | 0.0345 | - |
70.5699 | 79250 | 0.0352 | - |
70.6144 | 79300 | 0.0339 | - |
70.6589 | 79350 | 0.0139 | - |
70.7035 | 79400 | 0.0268 | - |
70.7480 | 79450 | 0.0421 | - |
70.7925 | 79500 | 0.0425 | - |
70.8370 | 79550 | 0.0311 | - |
70.8816 | 79600 | 0.0297 | - |
70.9261 | 79650 | 0.0447 | - |
70.9706 | 79700 | 0.0344 | - |
71.0151 | 79750 | 0.0267 | - |
71.0597 | 79800 | 0.0333 | - |
71.1042 | 79850 | 0.033 | - |
71.1487 | 79900 | 0.0289 | - |
71.1932 | 79950 | 0.0264 | - |
71.2378 | 80000 | 0.0317 | - |
71.2823 | 80050 | 0.0347 | - |
71.3268 | 80100 | 0.0293 | - |
71.3713 | 80150 | 0.0168 | - |
71.4159 | 80200 | 0.0311 | - |
71.4604 | 80250 | 0.0305 | - |
71.5049 | 80300 | 0.0241 | - |
71.5494 | 80350 | 0.0335 | - |
71.5939 | 80400 | 0.0389 | - |
71.6385 | 80450 | 0.0326 | - |
71.6830 | 80500 | 0.0251 | - |
71.7275 | 80550 | 0.0448 | - |
71.7720 | 80600 | 0.0284 | - |
71.8166 | 80650 | 0.0351 | - |
71.8611 | 80700 | 0.0375 | - |
71.9056 | 80750 | 0.0391 | - |
71.9501 | 80800 | 0.0313 | - |
71.9947 | 80850 | 0.0258 | - |
72.0392 | 80900 | 0.0462 | - |
72.0837 | 80950 | 0.0314 | - |
72.1282 | 81000 | 0.0246 | - |
72.1728 | 81050 | 0.0422 | - |
72.2173 | 81100 | 0.0324 | - |
72.2618 | 81150 | 0.0314 | - |
72.3063 | 81200 | 0.0442 | - |
72.3508 | 81250 | 0.0284 | - |
72.3954 | 81300 | 0.0344 | - |
72.4399 | 81350 | 0.0367 | - |
72.4844 | 81400 | 0.0301 | - |
72.5289 | 81450 | 0.0324 | - |
72.5735 | 81500 | 0.0214 | - |
72.6180 | 81550 | 0.0233 | - |
72.6625 | 81600 | 0.0271 | - |
72.7070 | 81650 | 0.0275 | - |
72.7516 | 81700 | 0.0392 | - |
72.7961 | 81750 | 0.0349 | - |
72.8406 | 81800 | 0.0317 | - |
72.8851 | 81850 | 0.0371 | - |
72.9297 | 81900 | 0.0345 | - |
72.9742 | 81950 | 0.027 | - |
73.0187 | 82000 | 0.0309 | - |
73.0632 | 82050 | 0.0359 | - |
73.1077 | 82100 | 0.0313 | - |
73.1523 | 82150 | 0.0326 | - |
73.1968 | 82200 | 0.0315 | - |
73.2413 | 82250 | 0.0484 | - |
73.2858 | 82300 | 0.0234 | - |
73.3304 | 82350 | 0.0265 | - |
73.3749 | 82400 | 0.0239 | - |
73.4194 | 82450 | 0.0398 | - |
73.4639 | 82500 | 0.0296 | - |
73.5085 | 82550 | 0.0188 | - |
73.5530 | 82600 | 0.0339 | - |
73.5975 | 82650 | 0.0512 | - |
73.6420 | 82700 | 0.0327 | - |
73.6866 | 82750 | 0.0317 | - |
73.7311 | 82800 | 0.0272 | - |
73.7756 | 82850 | 0.0278 | - |
73.8201 | 82900 | 0.0229 | - |
73.8646 | 82950 | 0.0254 | - |
73.9092 | 83000 | 0.0388 | - |
73.9537 | 83050 | 0.0311 | - |
73.9982 | 83100 | 0.0202 | - |
74.0427 | 83150 | 0.0166 | - |
74.0873 | 83200 | 0.0496 | - |
74.1318 | 83250 | 0.0294 | - |
74.1763 | 83300 | 0.0469 | - |
74.2208 | 83350 | 0.0289 | - |
74.2654 | 83400 | 0.0321 | - |
74.3099 | 83450 | 0.04 | - |
74.3544 | 83500 | 0.0312 | - |
74.3989 | 83550 | 0.0326 | - |
74.4435 | 83600 | 0.0248 | - |
74.4880 | 83650 | 0.0291 | - |
74.5325 | 83700 | 0.0259 | - |
74.5770 | 83750 | 0.0118 | - |
74.6215 | 83800 | 0.0213 | - |
74.6661 | 83850 | 0.0208 | - |
74.7106 | 83900 | 0.0297 | - |
74.7551 | 83950 | 0.0292 | - |
74.7996 | 84000 | 0.0254 | - |
74.8442 | 84050 | 0.0267 | - |
74.8887 | 84100 | 0.0358 | - |
74.9332 | 84150 | 0.0391 | - |
74.9777 | 84200 | 0.0424 | - |
75.0223 | 84250 | 0.029 | - |
75.0668 | 84300 | 0.034 | - |
75.1113 | 84350 | 0.038 | - |
75.1558 | 84400 | 0.0295 | - |
75.2004 | 84450 | 0.0274 | - |
75.2449 | 84500 | 0.0322 | - |
75.2894 | 84550 | 0.0302 | - |
75.3339 | 84600 | 0.0302 | - |
75.3785 | 84650 | 0.0213 | - |
75.4230 | 84700 | 0.0377 | - |
75.4675 | 84750 | 0.0365 | - |
75.5120 | 84800 | 0.0309 | - |
75.5565 | 84850 | 0.028 | - |
75.6011 | 84900 | 0.0357 | - |
75.6456 | 84950 | 0.0374 | - |
75.6901 | 85000 | 0.0406 | - |
75.7346 | 85050 | 0.02 | - |
75.7792 | 85100 | 0.0233 | - |
75.8237 | 85150 | 0.0304 | - |
75.8682 | 85200 | 0.0329 | - |
75.9127 | 85250 | 0.037 | - |
75.9573 | 85300 | 0.0333 | - |
76.0018 | 85350 | 0.0426 | - |
76.0463 | 85400 | 0.0216 | - |
76.0908 | 85450 | 0.0193 | - |
76.1354 | 85500 | 0.0329 | - |
76.1799 | 85550 | 0.0224 | - |
76.2244 | 85600 | 0.0229 | - |
76.2689 | 85650 | 0.0306 | - |
76.3134 | 85700 | 0.0308 | - |
76.3580 | 85750 | 0.0319 | - |
76.4025 | 85800 | 0.0359 | - |
76.4470 | 85850 | 0.0304 | - |
76.4915 | 85900 | 0.0244 | - |
76.5361 | 85950 | 0.0325 | - |
76.5806 | 86000 | 0.0336 | - |
76.6251 | 86050 | 0.0367 | - |
76.6696 | 86100 | 0.0305 | - |
76.7142 | 86150 | 0.0206 | - |
76.7587 | 86200 | 0.0241 | - |
76.8032 | 86250 | 0.0286 | - |
76.8477 | 86300 | 0.0441 | - |
76.8923 | 86350 | 0.0345 | - |
76.9368 | 86400 | 0.0452 | - |
76.9813 | 86450 | 0.0317 | - |
77.0258 | 86500 | 0.0214 | - |
77.0703 | 86550 | 0.0299 | - |
77.1149 | 86600 | 0.0292 | - |
77.1594 | 86650 | 0.0413 | - |
77.2039 | 86700 | 0.0232 | - |
77.2484 | 86750 | 0.0241 | - |
77.2930 | 86800 | 0.0346 | - |
77.3375 | 86850 | 0.0239 | - |
77.3820 | 86900 | 0.0227 | - |
77.4265 | 86950 | 0.0471 | - |
77.4711 | 87000 | 0.0335 | - |
77.5156 | 87050 | 0.0289 | - |
77.5601 | 87100 | 0.0325 | - |
77.6046 | 87150 | 0.0319 | - |
77.6492 | 87200 | 0.0439 | - |
77.6937 | 87250 | 0.023 | - |
77.7382 | 87300 | 0.0274 | - |
77.7827 | 87350 | 0.0358 | - |
77.8272 | 87400 | 0.0144 | - |
77.8718 | 87450 | 0.027 | - |
77.9163 | 87500 | 0.0285 | - |
77.9608 | 87550 | 0.0289 | - |
78.0053 | 87600 | 0.0406 | - |
78.0499 | 87650 | 0.0301 | - |
78.0944 | 87700 | 0.0337 | - |
78.1389 | 87750 | 0.0257 | - |
78.1834 | 87800 | 0.0351 | - |
78.2280 | 87850 | 0.0284 | - |
78.2725 | 87900 | 0.0181 | - |
78.3170 | 87950 | 0.0185 | - |
78.3615 | 88000 | 0.0249 | - |
78.4061 | 88050 | 0.0268 | - |
78.4506 | 88100 | 0.0393 | - |
78.4951 | 88150 | 0.0144 | - |
78.5396 | 88200 | 0.031 | - |
78.5841 | 88250 | 0.0212 | - |
78.6287 | 88300 | 0.0154 | - |
78.6732 | 88350 | 0.038 | - |
78.7177 | 88400 | 0.015 | - |
78.7622 | 88450 | 0.0232 | - |
78.8068 | 88500 | 0.022 | - |
78.8513 | 88550 | 0.0236 | - |
78.8958 | 88600 | 0.0256 | - |
78.9403 | 88650 | 0.028 | - |
78.9849 | 88700 | 0.0185 | - |
79.0294 | 88750 | 0.0287 | - |
79.0739 | 88800 | 0.0195 | - |
79.1184 | 88850 | 0.0271 | - |
79.1630 | 88900 | 0.0191 | - |
79.2075 | 88950 | 0.0255 | - |
79.2520 | 89000 | 0.0273 | - |
79.2965 | 89050 | 0.0212 | - |
79.3411 | 89100 | 0.0355 | - |
79.3856 | 89150 | 0.0279 | - |
79.4301 | 89200 | 0.0202 | - |
79.4746 | 89250 | 0.0329 | - |
79.5191 | 89300 | 0.0417 | - |
79.5637 | 89350 | 0.0543 | - |
79.6082 | 89400 | 0.0231 | - |
79.6527 | 89450 | 0.0322 | - |
79.6972 | 89500 | 0.0238 | - |
79.7418 | 89550 | 0.02 | - |
79.7863 | 89600 | 0.0304 | - |
79.8308 | 89650 | 0.0237 | - |
79.8753 | 89700 | 0.0194 | - |
79.9199 | 89750 | 0.0262 | - |
79.9644 | 89800 | 0.0413 | - |
80.0089 | 89850 | 0.0203 | - |
80.0534 | 89900 | 0.0295 | - |
80.0980 | 89950 | 0.0145 | - |
80.1425 | 90000 | 0.0163 | - |
80.1870 | 90050 | 0.0122 | - |
80.2315 | 90100 | 0.0171 | - |
80.2760 | 90150 | 0.0188 | - |
80.3206 | 90200 | 0.0317 | - |
80.3651 | 90250 | 0.0247 | - |
80.4096 | 90300 | 0.0231 | - |
80.4541 | 90350 | 0.0233 | - |
80.4987 | 90400 | 0.0168 | - |
80.5432 | 90450 | 0.0272 | - |
80.5877 | 90500 | 0.033 | - |
80.6322 | 90550 | 0.0194 | - |
80.6768 | 90600 | 0.0308 | - |
80.7213 | 90650 | 0.0216 | - |
80.7658 | 90700 | 0.0213 | - |
80.8103 | 90750 | 0.0213 | - |
80.8549 | 90800 | 0.0199 | - |
80.8994 | 90850 | 0.0274 | - |
80.9439 | 90900 | 0.026 | - |
80.9884 | 90950 | 0.0166 | - |
81.0329 | 91000 | 0.0331 | - |
81.0775 | 91050 | 0.0221 | - |
81.1220 | 91100 | 0.0147 | - |
81.1665 | 91150 | 0.0217 | - |
81.2110 | 91200 | 0.0297 | - |
81.2556 | 91250 | 0.035 | - |
81.3001 | 91300 | 0.0238 | - |
81.3446 | 91350 | 0.0265 | - |
81.3891 | 91400 | 0.0208 | - |
81.4337 | 91450 | 0.0188 | - |
81.4782 | 91500 | 0.0361 | - |
81.5227 | 91550 | 0.0298 | - |
81.5672 | 91600 | 0.0207 | - |
81.6118 | 91650 | 0.0185 | - |
81.6563 | 91700 | 0.0269 | - |
81.7008 | 91750 | 0.0223 | - |
81.7453 | 91800 | 0.0223 | - |
81.7898 | 91850 | 0.0337 | - |
81.8344 | 91900 | 0.032 | - |
81.8789 | 91950 | 0.024 | - |
81.9234 | 92000 | 0.0226 | - |
81.9679 | 92050 | 0.0202 | - |
82.0125 | 92100 | 0.0257 | - |
82.0570 | 92150 | 0.0219 | - |
82.1015 | 92200 | 0.0359 | - |
82.1460 | 92250 | 0.0207 | - |
82.1906 | 92300 | 0.031 | - |
82.2351 | 92350 | 0.0176 | - |
82.2796 | 92400 | 0.0213 | - |
82.3241 | 92450 | 0.0386 | - |
82.3687 | 92500 | 0.0158 | - |
82.4132 | 92550 | 0.019 | - |
82.4577 | 92600 | 0.0244 | - |
82.5022 | 92650 | 0.0221 | - |
82.5467 | 92700 | 0.0222 | - |
82.5913 | 92750 | 0.0222 | - |
82.6358 | 92800 | 0.0311 | - |
82.6803 | 92850 | 0.0355 | - |
82.7248 | 92900 | 0.0336 | - |
82.7694 | 92950 | 0.0289 | - |
82.8139 | 93000 | 0.0224 | - |
82.8584 | 93050 | 0.023 | - |
82.9029 | 93100 | 0.0209 | - |
82.9475 | 93150 | 0.0369 | - |
82.9920 | 93200 | 0.0259 | - |
83.0365 | 93250 | 0.0195 | - |
83.0810 | 93300 | 0.0307 | - |
83.1256 | 93350 | 0.0214 | - |
83.1701 | 93400 | 0.0232 | - |
83.2146 | 93450 | 0.024 | - |
83.2591 | 93500 | 0.0263 | - |
83.3037 | 93550 | 0.0295 | - |
83.3482 | 93600 | 0.0183 | - |
83.3927 | 93650 | 0.0148 | - |
83.4372 | 93700 | 0.0151 | - |
83.4817 | 93750 | 0.0105 | - |
83.5263 | 93800 | 0.031 | - |
83.5708 | 93850 | 0.0081 | - |
83.6153 | 93900 | 0.0264 | - |
83.6598 | 93950 | 0.0064 | - |
83.7044 | 94000 | 0.0233 | - |
83.7489 | 94050 | 0.0325 | - |
83.7934 | 94100 | 0.0345 | - |
83.8379 | 94150 | 0.024 | - |
83.8825 | 94200 | 0.0178 | - |
83.9270 | 94250 | 0.0227 | - |
83.9715 | 94300 | 0.0223 | - |
84.0160 | 94350 | 0.0149 | - |
84.0606 | 94400 | 0.0174 | - |
84.1051 | 94450 | 0.0221 | - |
84.1496 | 94500 | 0.0182 | - |
84.1941 | 94550 | 0.0189 | - |
84.2386 | 94600 | 0.0136 | - |
84.2832 | 94650 | 0.0087 | - |
84.3277 | 94700 | 0.015 | - |
84.3722 | 94750 | 0.0216 | - |
84.4167 | 94800 | 0.0125 | - |
84.4613 | 94850 | 0.0234 | - |
84.5058 | 94900 | 0.0114 | - |
84.5503 | 94950 | 0.023 | - |
84.5948 | 95000 | 0.0227 | - |
84.6394 | 95050 | 0.017 | - |
84.6839 | 95100 | 0.0178 | - |
84.7284 | 95150 | 0.0169 | - |
84.7729 | 95200 | 0.0119 | - |
84.8175 | 95250 | 0.0081 | - |
84.8620 | 95300 | 0.0148 | - |
84.9065 | 95350 | 0.0272 | - |
84.9510 | 95400 | 0.012 | - |
84.9955 | 95450 | 0.0186 | - |
85.0401 | 95500 | 0.0158 | - |
85.0846 | 95550 | 0.026 | - |
85.1291 | 95600 | 0.019 | - |
85.1736 | 95650 | 0.0137 | - |
85.2182 | 95700 | 0.0268 | - |
85.2627 | 95750 | 0.0217 | - |
85.3072 | 95800 | 0.0187 | - |
85.3517 | 95850 | 0.0215 | - |
85.3963 | 95900 | 0.0141 | - |
85.4408 | 95950 | 0.0227 | - |
85.4853 | 96000 | 0.0286 | - |
85.5298 | 96050 | 0.0214 | - |
85.5744 | 96100 | 0.0146 | - |
85.6189 | 96150 | 0.0239 | - |
85.6634 | 96200 | 0.0213 | - |
85.7079 | 96250 | 0.034 | - |
85.7524 | 96300 | 0.0244 | - |
85.7970 | 96350 | 0.0135 | - |
85.8415 | 96400 | 0.0153 | - |
85.8860 | 96450 | 0.0122 | - |
85.9305 | 96500 | 0.0265 | - |
85.9751 | 96550 | 0.0186 | - |
86.0196 | 96600 | 0.0166 | - |
86.0641 | 96650 | 0.0374 | - |
86.1086 | 96700 | 0.0361 | - |
86.1532 | 96750 | 0.0447 | - |
86.1977 | 96800 | 0.0251 | - |
86.2422 | 96850 | 0.0102 | - |
86.2867 | 96900 | 0.0208 | - |
86.3313 | 96950 | 0.0166 | - |
86.3758 | 97000 | 0.0178 | - |
86.4203 | 97050 | 0.0142 | - |
86.4648 | 97100 | 0.015 | - |
86.5093 | 97150 | 0.0114 | - |
86.5539 | 97200 | 0.0135 | - |
86.5984 | 97250 | 0.0106 | - |
86.6429 | 97300 | 0.021 | - |
86.6874 | 97350 | 0.0155 | - |
86.7320 | 97400 | 0.0175 | - |
86.7765 | 97450 | 0.03 | - |
86.8210 | 97500 | 0.011 | - |
86.8655 | 97550 | 0.0149 | - |
86.9101 | 97600 | 0.0138 | - |
86.9546 | 97650 | 0.0239 | - |
86.9991 | 97700 | 0.0365 | - |
87.0436 | 97750 | 0.0191 | - |
87.0882 | 97800 | 0.0179 | - |
87.1327 | 97850 | 0.0217 | - |
87.1772 | 97900 | 0.0181 | - |
87.2217 | 97950 | 0.0156 | - |
87.2663 | 98000 | 0.0155 | - |
87.3108 | 98050 | 0.0239 | - |
87.3553 | 98100 | 0.0226 | - |
87.3998 | 98150 | 0.0298 | - |
87.4443 | 98200 | 0.0082 | - |
87.4889 | 98250 | 0.0215 | - |
87.5334 | 98300 | 0.0247 | - |
87.5779 | 98350 | 0.0254 | - |
87.6224 | 98400 | 0.0166 | - |
87.6670 | 98450 | 0.0139 | - |
87.7115 | 98500 | 0.0282 | - |
87.7560 | 98550 | 0.0174 | - |
87.8005 | 98600 | 0.0119 | - |
87.8451 | 98650 | 0.0111 | - |
87.8896 | 98700 | 0.0166 | - |
87.9341 | 98750 | 0.0213 | - |
87.9786 | 98800 | 0.0238 | - |
88.0232 | 98850 | 0.0073 | - |
88.0677 | 98900 | 0.0111 | - |
88.1122 | 98950 | 0.0327 | - |
88.1567 | 99000 | 0.029 | - |
88.2012 | 99050 | 0.0307 | - |
88.2458 | 99100 | 0.0299 | - |
88.2903 | 99150 | 0.0186 | - |
88.3348 | 99200 | 0.0093 | - |
88.3793 | 99250 | 0.0353 | - |
88.4239 | 99300 | 0.0168 | - |
88.4684 | 99350 | 0.0136 | - |
88.5129 | 99400 | 0.0111 | - |
88.5574 | 99450 | 0.0291 | - |
88.6020 | 99500 | 0.0129 | - |
88.6465 | 99550 | 0.0306 | - |
88.6910 | 99600 | 0.0161 | - |
88.7355 | 99650 | 0.0171 | - |
88.7801 | 99700 | 0.0165 | - |
88.8246 | 99750 | 0.0251 | - |
88.8691 | 99800 | 0.0134 | - |
88.9136 | 99850 | 0.0114 | - |
88.9581 | 99900 | 0.0215 | - |
89.0027 | 99950 | 0.0115 | - |
89.0472 | 100000 | 0.0199 | - |
89.0917 | 100050 | 0.0185 | - |
89.1362 | 100100 | 0.0102 | - |
89.1808 | 100150 | 0.029 | - |
89.2253 | 100200 | 0.015 | - |
89.2698 | 100250 | 0.0391 | - |
89.3143 | 100300 | 0.0209 | - |
89.3589 | 100350 | 0.0099 | - |
89.4034 | 100400 | 0.0299 | - |
89.4479 | 100450 | 0.0132 | - |
89.4924 | 100500 | 0.0234 | - |
89.5370 | 100550 | 0.032 | - |
89.5815 | 100600 | 0.032 | - |
89.6260 | 100650 | 0.0185 | - |
89.6705 | 100700 | 0.0175 | - |
89.7150 | 100750 | 0.0216 | - |
89.7596 | 100800 | 0.0208 | - |
89.8041 | 100850 | 0.0195 | - |
89.8486 | 100900 | 0.0174 | - |
89.8931 | 100950 | 0.0186 | - |
89.9377 | 101000 | 0.0152 | - |
89.9822 | 101050 | 0.0128 | - |
90.0267 | 101100 | 0.0159 | - |
90.0712 | 101150 | 0.0216 | - |
90.1158 | 101200 | 0.0297 | - |
90.1603 | 101250 | 0.0105 | - |
90.2048 | 101300 | 0.0242 | - |
90.2493 | 101350 | 0.0178 | - |
90.2939 | 101400 | 0.0132 | - |
90.3384 | 101450 | 0.0279 | - |
90.3829 | 101500 | 0.0242 | - |
90.4274 | 101550 | 0.0178 | - |
90.4720 | 101600 | 0.0215 | - |
90.5165 | 101650 | 0.0329 | - |
90.5610 | 101700 | 0.0402 | - |
90.6055 | 101750 | 0.017 | - |
90.6500 | 101800 | 0.0129 | - |
90.6946 | 101850 | 0.0152 | - |
90.7391 | 101900 | 0.0118 | - |
90.7836 | 101950 | 0.0234 | - |
90.8281 | 102000 | 0.0067 | - |
90.8727 | 102050 | 0.0229 | - |
90.9172 | 102100 | 0.0114 | - |
90.9617 | 102150 | 0.0233 | - |
91.0062 | 102200 | 0.0174 | - |
91.0508 | 102250 | 0.0283 | - |
91.0953 | 102300 | 0.0172 | - |
91.1398 | 102350 | 0.0201 | - |
91.1843 | 102400 | 0.0124 | - |
91.2289 | 102450 | 0.0135 | - |
91.2734 | 102500 | 0.0126 | - |
91.3179 | 102550 | 0.0157 | - |
91.3624 | 102600 | 0.0115 | - |
91.4069 | 102650 | 0.0289 | - |
91.4515 | 102700 | 0.0169 | - |
91.4960 | 102750 | 0.0278 | - |
91.5405 | 102800 | 0.0089 | - |
91.5850 | 102850 | 0.0118 | - |
91.6296 | 102900 | 0.0267 | - |
91.6741 | 102950 | 0.0257 | - |
91.7186 | 103000 | 0.0139 | - |
91.7631 | 103050 | 0.0173 | - |
91.8077 | 103100 | 0.0181 | - |
91.8522 | 103150 | 0.0207 | - |
91.8967 | 103200 | 0.0141 | - |
91.9412 | 103250 | 0.0135 | - |
91.9858 | 103300 | 0.0224 | - |
92.0303 | 103350 | 0.0094 | - |
92.0748 | 103400 | 0.0236 | - |
92.1193 | 103450 | 0.0095 | - |
92.1638 | 103500 | 0.0225 | - |
92.2084 | 103550 | 0.0193 | - |
92.2529 | 103600 | 0.0208 | - |
92.2974 | 103650 | 0.0242 | - |
92.3419 | 103700 | 0.0253 | - |
92.3865 | 103750 | 0.0175 | - |
92.4310 | 103800 | 0.025 | - |
92.4755 | 103850 | 0.0283 | - |
92.5200 | 103900 | 0.0245 | - |
92.5646 | 103950 | 0.0173 | - |
92.6091 | 104000 | 0.0265 | - |
92.6536 | 104050 | 0.0225 | - |
92.6981 | 104100 | 0.0228 | - |
92.7427 | 104150 | 0.02 | - |
92.7872 | 104200 | 0.0119 | - |
92.8317 | 104250 | 0.0168 | - |
92.8762 | 104300 | 0.0042 | - |
92.9207 | 104350 | 0.0213 | - |
92.9653 | 104400 | 0.0067 | - |
93.0098 | 104450 | 0.0165 | - |
93.0543 | 104500 | 0.0064 | - |
93.0988 | 104550 | 0.0202 | - |
93.1434 | 104600 | 0.0119 | - |
93.1879 | 104650 | 0.0145 | - |
93.2324 | 104700 | 0.0107 | - |
93.2769 | 104750 | 0.0199 | - |
93.3215 | 104800 | 0.0171 | - |
93.3660 | 104850 | 0.02 | - |
93.4105 | 104900 | 0.0186 | - |
93.4550 | 104950 | 0.0151 | - |
93.4996 | 105000 | 0.0206 | - |
93.5441 | 105050 | 0.0111 | - |
93.5886 | 105100 | 0.0183 | - |
93.6331 | 105150 | 0.0145 | - |
93.6776 | 105200 | 0.0279 | - |
93.7222 | 105250 | 0.0065 | - |
93.7667 | 105300 | 0.0221 | - |
93.8112 | 105350 | 0.0147 | - |
93.8557 | 105400 | 0.0164 | - |
93.9003 | 105450 | 0.0206 | - |
93.9448 | 105500 | 0.0189 | - |
93.9893 | 105550 | 0.0401 | - |
94.0338 | 105600 | 0.0283 | - |
94.0784 | 105650 | 0.016 | - |
94.1229 | 105700 | 0.0298 | - |
94.1674 | 105750 | 0.0227 | - |
94.2119 | 105800 | 0.025 | - |
94.2565 | 105850 | 0.0183 | - |
94.3010 | 105900 | 0.0192 | - |
94.3455 | 105950 | 0.0214 | - |
94.3900 | 106000 | 0.0108 | - |
94.4346 | 106050 | 0.0271 | - |
94.4791 | 106100 | 0.0299 | - |
94.5236 | 106150 | 0.008 | - |
94.5681 | 106200 | 0.0165 | - |
94.6126 | 106250 | 0.0185 | - |
94.6572 | 106300 | 0.0176 | - |
94.7017 | 106350 | 0.0152 | - |
94.7462 | 106400 | 0.0151 | - |
94.7907 | 106450 | 0.021 | - |
94.8353 | 106500 | 0.0146 | - |
94.8798 | 106550 | 0.0085 | - |
94.9243 | 106600 | 0.0125 | - |
94.9688 | 106650 | 0.0111 | - |
95.0134 | 106700 | 0.0108 | - |
95.0579 | 106750 | 0.0146 | - |
95.1024 | 106800 | 0.0183 | - |
95.1469 | 106850 | 0.0183 | - |
95.1915 | 106900 | 0.0133 | - |
95.2360 | 106950 | 0.012 | - |
95.2805 | 107000 | 0.0149 | - |
95.3250 | 107050 | 0.0152 | - |
95.3695 | 107100 | 0.0343 | - |
95.4141 | 107150 | 0.0125 | - |
95.4586 | 107200 | 0.0094 | - |
95.5031 | 107250 | 0.0082 | - |
95.5476 | 107300 | 0.0148 | - |
95.5922 | 107350 | 0.0245 | - |
95.6367 | 107400 | 0.0137 | - |
95.6812 | 107450 | 0.0292 | - |
95.7257 | 107500 | 0.0119 | - |
95.7703 | 107550 | 0.0153 | - |
95.8148 | 107600 | 0.0117 | - |
95.8593 | 107650 | 0.0191 | - |
95.9038 | 107700 | 0.0097 | - |
95.9484 | 107750 | 0.0191 | - |
95.9929 | 107800 | 0.0109 | - |
96.0374 | 107850 | 0.017 | - |
96.0819 | 107900 | 0.0152 | - |
96.1264 | 107950 | 0.0226 | - |
96.1710 | 108000 | 0.0184 | - |
96.2155 | 108050 | 0.0072 | - |
96.2600 | 108100 | 0.0255 | - |
96.3045 | 108150 | 0.0102 | - |
96.3491 | 108200 | 0.015 | - |
96.3936 | 108250 | 0.0096 | - |
96.4381 | 108300 | 0.0261 | - |
96.4826 | 108350 | 0.0129 | - |
96.5272 | 108400 | 0.0113 | - |
96.5717 | 108450 | 0.0311 | - |
96.6162 | 108500 | 0.0093 | - |
96.6607 | 108550 | 0.0122 | - |
96.7053 | 108600 | 0.0228 | - |
96.7498 | 108650 | 0.0153 | - |
96.7943 | 108700 | 0.0274 | - |
96.8388 | 108750 | 0.0209 | - |
96.8833 | 108800 | 0.0077 | - |
96.9279 | 108850 | 0.0102 | - |
96.9724 | 108900 | 0.0197 | - |
97.0169 | 108950 | 0.0144 | - |
97.0614 | 109000 | 0.0323 | - |
97.1060 | 109050 | 0.0128 | - |
97.1505 | 109100 | 0.0208 | - |
97.1950 | 109150 | 0.0087 | - |
97.2395 | 109200 | 0.017 | - |
97.2841 | 109250 | 0.02 | - |
97.3286 | 109300 | 0.0078 | - |
97.3731 | 109350 | 0.0121 | - |
97.4176 | 109400 | 0.0217 | - |
97.4622 | 109450 | 0.019 | - |
97.5067 | 109500 | 0.02 | - |
97.5512 | 109550 | 0.011 | - |
97.5957 | 109600 | 0.0135 | - |
97.6402 | 109650 | 0.0131 | - |
97.6848 | 109700 | 0.02 | - |
97.7293 | 109750 | 0.0317 | - |
97.7738 | 109800 | 0.0165 | - |
97.8183 | 109850 | 0.0168 | - |
97.8629 | 109900 | 0.0216 | - |
97.9074 | 109950 | 0.0148 | - |
97.9519 | 110000 | 0.016 | - |
97.9964 | 110050 | 0.0157 | - |
98.0410 | 110100 | 0.0244 | - |
98.0855 | 110150 | 0.0375 | - |
98.1300 | 110200 | 0.025 | - |
98.1745 | 110250 | 0.0061 | - |
98.2191 | 110300 | 0.0129 | - |
98.2636 | 110350 | 0.0062 | - |
98.3081 | 110400 | 0.02 | - |
98.3526 | 110450 | 0.0262 | - |
98.3972 | 110500 | 0.0243 | - |
98.4417 | 110550 | 0.0136 | - |
98.4862 | 110600 | 0.0207 | - |
98.5307 | 110650 | 0.0175 | - |
98.5752 | 110700 | 0.0086 | - |
98.6198 | 110750 | 0.0175 | - |
98.6643 | 110800 | 0.0207 | - |
98.7088 | 110850 | 0.0103 | - |
98.7533 | 110900 | 0.0174 | - |
98.7979 | 110950 | 0.0213 | - |
98.8424 | 111000 | 0.0255 | - |
98.8869 | 111050 | 0.0149 | - |
98.9314 | 111100 | 0.0185 | - |
98.9760 | 111150 | 0.014 | - |
99.0205 | 111200 | 0.0113 | - |
99.0650 | 111250 | 0.0218 | - |
99.1095 | 111300 | 0.0245 | - |
99.1541 | 111350 | 0.0076 | - |
99.1986 | 111400 | 0.0144 | - |
99.2431 | 111450 | 0.0232 | - |
99.2876 | 111500 | 0.0048 | - |
99.3321 | 111550 | 0.0171 | - |
99.3767 | 111600 | 0.0236 | - |
99.4212 | 111650 | 0.0237 | - |
99.4657 | 111700 | 0.0179 | - |
99.5102 | 111750 | 0.0178 | - |
99.5548 | 111800 | 0.0135 | - |
99.5993 | 111850 | 0.0138 | - |
99.6438 | 111900 | 0.0044 | - |
99.6883 | 111950 | 0.0097 | - |
99.7329 | 112000 | 0.0071 | - |
99.7774 | 112050 | 0.0197 | - |
99.8219 | 112100 | 0.0221 | - |
99.8664 | 112150 | 0.031 | - |
99.9110 | 112200 | 0.0239 | - |
99.9555 | 112250 | 0.0178 | - |
100.0 | 112300 | 0.0127 | - |
Framework Versions
- Python: 3.10.12
- SetFit: 1.1.0
- Sentence Transformers: 3.2.1
- Transformers: 4.44.2
- PyTorch: 2.1.0+cu118
- Datasets: 2.21.0
- 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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