Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task3_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
52285fd
·
verified ·
1 Parent(s): 3d1ab7d

End of training

Browse files
Files changed (1) hide show
  1. README.md +630 -320
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.8379
19
- - Qwk: 0.0469
20
- - Mse: 0.8379
21
- - Rmse: 0.9154
22
 
23
  ## Model description
24
 
@@ -49,320 +49,630 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0351 | 2 | 3.7077 | -0.0058 | 3.7077 | 1.9255 |
53
- | No log | 0.0702 | 4 | 1.9603 | -0.0713 | 1.9603 | 1.4001 |
54
- | No log | 0.1053 | 6 | 1.0089 | -0.0894 | 1.0089 | 1.0044 |
55
- | No log | 0.1404 | 8 | 1.2638 | -0.0638 | 1.2638 | 1.1242 |
56
- | No log | 0.1754 | 10 | 1.9484 | 0.0196 | 1.9484 | 1.3958 |
57
- | No log | 0.2105 | 12 | 0.9249 | -0.0486 | 0.9249 | 0.9617 |
58
- | No log | 0.2456 | 14 | 0.9148 | -0.0442 | 0.9148 | 0.9565 |
59
- | No log | 0.2807 | 16 | 0.8632 | 0.1188 | 0.8632 | 0.9291 |
60
- | No log | 0.3158 | 18 | 0.7254 | 0.0 | 0.7254 | 0.8517 |
61
- | No log | 0.3509 | 20 | 0.7387 | -0.1227 | 0.7387 | 0.8595 |
62
- | No log | 0.3860 | 22 | 1.1059 | 0.0338 | 1.1059 | 1.0516 |
63
- | No log | 0.4211 | 24 | 1.5010 | 0.0 | 1.5010 | 1.2251 |
64
- | No log | 0.4561 | 26 | 1.4474 | 0.0 | 1.4474 | 1.2031 |
65
- | No log | 0.4912 | 28 | 1.0959 | 0.0156 | 1.0959 | 1.0469 |
66
- | No log | 0.5263 | 30 | 0.8835 | 0.0609 | 0.8835 | 0.9400 |
67
- | No log | 0.5614 | 32 | 0.8973 | 0.0609 | 0.8973 | 0.9473 |
68
- | No log | 0.5965 | 34 | 1.1805 | 0.0790 | 1.1805 | 1.0865 |
69
- | No log | 0.6316 | 36 | 1.1455 | 0.0217 | 1.1455 | 1.0703 |
70
- | No log | 0.6667 | 38 | 0.7808 | 0.0260 | 0.7808 | 0.8836 |
71
- | No log | 0.7018 | 40 | 0.7286 | 0.0909 | 0.7286 | 0.8536 |
72
- | No log | 0.7368 | 42 | 0.7300 | 0.0909 | 0.7300 | 0.8544 |
73
- | No log | 0.7719 | 44 | 0.9673 | -0.1217 | 0.9673 | 0.9835 |
74
- | No log | 0.8070 | 46 | 0.9826 | -0.1212 | 0.9826 | 0.9913 |
75
- | No log | 0.8421 | 48 | 1.2407 | 0.0078 | 1.2407 | 1.1139 |
76
- | No log | 0.8772 | 50 | 1.2766 | 0.0078 | 1.2766 | 1.1299 |
77
- | No log | 0.9123 | 52 | 0.8321 | 0.1146 | 0.8321 | 0.9122 |
78
- | No log | 0.9474 | 54 | 0.7505 | 0.0964 | 0.7505 | 0.8663 |
79
- | No log | 0.9825 | 56 | 0.7076 | 0.1082 | 0.7076 | 0.8412 |
80
- | No log | 1.0175 | 58 | 0.7468 | 0.0159 | 0.7468 | 0.8641 |
81
- | No log | 1.0526 | 60 | 0.9335 | 0.0515 | 0.9335 | 0.9662 |
82
- | No log | 1.0877 | 62 | 0.7430 | 0.1395 | 0.7430 | 0.8620 |
83
- | No log | 1.1228 | 64 | 0.6478 | 0.0374 | 0.6478 | 0.8049 |
84
- | No log | 1.1579 | 66 | 0.6667 | 0.0374 | 0.6667 | 0.8165 |
85
- | No log | 1.1930 | 68 | 0.6875 | 0.1758 | 0.6875 | 0.8292 |
86
- | No log | 1.2281 | 70 | 0.7077 | 0.1691 | 0.7077 | 0.8413 |
87
- | No log | 1.2632 | 72 | 0.7106 | 0.1691 | 0.7106 | 0.8430 |
88
- | No log | 1.2982 | 74 | 0.6920 | 0.1627 | 0.6920 | 0.8318 |
89
- | No log | 1.3333 | 76 | 0.8988 | 0.1429 | 0.8988 | 0.9481 |
90
- | No log | 1.3684 | 78 | 0.8545 | 0.1593 | 0.8545 | 0.9244 |
91
- | No log | 1.4035 | 80 | 0.7206 | 0.1249 | 0.7206 | 0.8489 |
92
- | No log | 1.4386 | 82 | 0.7259 | 0.2166 | 0.7259 | 0.8520 |
93
- | No log | 1.4737 | 84 | 0.7545 | 0.2138 | 0.7545 | 0.8686 |
94
- | No log | 1.5088 | 86 | 0.7785 | 0.3392 | 0.7785 | 0.8823 |
95
- | No log | 1.5439 | 88 | 0.7568 | 0.1986 | 0.7568 | 0.8699 |
96
- | No log | 1.5789 | 90 | 0.6163 | 0.0964 | 0.6163 | 0.7851 |
97
- | No log | 1.6140 | 92 | 0.6115 | 0.1444 | 0.6115 | 0.7820 |
98
- | No log | 1.6491 | 94 | 0.6241 | 0.1856 | 0.6241 | 0.7900 |
99
- | No log | 1.6842 | 96 | 0.8977 | 0.1026 | 0.8977 | 0.9475 |
100
- | No log | 1.7193 | 98 | 1.2024 | 0.0894 | 1.2024 | 1.0966 |
101
- | No log | 1.7544 | 100 | 0.8825 | 0.1190 | 0.8825 | 0.9394 |
102
- | No log | 1.7895 | 102 | 0.8860 | 0.1008 | 0.8860 | 0.9413 |
103
- | No log | 1.8246 | 104 | 1.0815 | 0.0832 | 1.0815 | 1.0400 |
104
- | No log | 1.8596 | 106 | 0.9047 | 0.0050 | 0.9047 | 0.9511 |
105
- | No log | 1.8947 | 108 | 0.7266 | 0.1146 | 0.7266 | 0.8524 |
106
- | No log | 1.9298 | 110 | 0.9141 | 0.0277 | 0.9141 | 0.9561 |
107
- | No log | 1.9649 | 112 | 0.8652 | 0.0377 | 0.8652 | 0.9302 |
108
- | No log | 2.0 | 114 | 0.9252 | 0.1159 | 0.9252 | 0.9619 |
109
- | No log | 2.0351 | 116 | 1.0600 | 0.0896 | 1.0600 | 1.0296 |
110
- | No log | 2.0702 | 118 | 1.1413 | 0.0710 | 1.1413 | 1.0683 |
111
- | No log | 2.1053 | 120 | 1.0602 | 0.0735 | 1.0602 | 1.0296 |
112
- | No log | 2.1404 | 122 | 1.0465 | 0.1291 | 1.0465 | 1.0230 |
113
- | No log | 2.1754 | 124 | 0.9404 | 0.1088 | 0.9404 | 0.9697 |
114
- | No log | 2.2105 | 126 | 1.0947 | 0.1014 | 1.0947 | 1.0463 |
115
- | No log | 2.2456 | 128 | 1.1179 | 0.1076 | 1.1179 | 1.0573 |
116
- | No log | 2.2807 | 130 | 0.8574 | 0.0265 | 0.8574 | 0.9260 |
117
- | No log | 2.3158 | 132 | 0.7419 | 0.1689 | 0.7419 | 0.8613 |
118
- | No log | 2.3509 | 134 | 0.8165 | 0.1605 | 0.8165 | 0.9036 |
119
- | No log | 2.3860 | 136 | 0.7819 | 0.1660 | 0.7819 | 0.8842 |
120
- | No log | 2.4211 | 138 | 0.6638 | 0.0454 | 0.6638 | 0.8147 |
121
- | No log | 2.4561 | 140 | 0.7015 | 0.1028 | 0.7015 | 0.8376 |
122
- | No log | 2.4912 | 142 | 0.7336 | 0.2628 | 0.7336 | 0.8565 |
123
- | No log | 2.5263 | 144 | 0.7884 | 0.2481 | 0.7884 | 0.8879 |
124
- | No log | 2.5614 | 146 | 1.0350 | 0.1542 | 1.0350 | 1.0173 |
125
- | No log | 2.5965 | 148 | 1.0274 | 0.2518 | 1.0274 | 1.0136 |
126
- | No log | 2.6316 | 150 | 0.9685 | 0.1089 | 0.9685 | 0.9841 |
127
- | No log | 2.6667 | 152 | 0.9672 | 0.1089 | 0.9672 | 0.9835 |
128
- | No log | 2.7018 | 154 | 0.9843 | 0.1192 | 0.9843 | 0.9921 |
129
- | No log | 2.7368 | 156 | 0.9363 | 0.0852 | 0.9363 | 0.9676 |
130
- | No log | 2.7719 | 158 | 0.9265 | 0.1201 | 0.9265 | 0.9625 |
131
- | No log | 2.8070 | 160 | 0.9086 | 0.2491 | 0.9086 | 0.9532 |
132
- | No log | 2.8421 | 162 | 0.9313 | 0.1198 | 0.9313 | 0.9650 |
133
- | No log | 2.8772 | 164 | 0.9718 | 0.0560 | 0.9718 | 0.9858 |
134
- | No log | 2.9123 | 166 | 0.9107 | 0.1196 | 0.9107 | 0.9543 |
135
- | No log | 2.9474 | 168 | 0.8476 | 0.1448 | 0.8476 | 0.9207 |
136
- | No log | 2.9825 | 170 | 0.8186 | 0.1961 | 0.8186 | 0.9047 |
137
- | No log | 3.0175 | 172 | 0.8234 | 0.1206 | 0.8234 | 0.9074 |
138
- | No log | 3.0526 | 174 | 0.8593 | 0.1240 | 0.8593 | 0.9270 |
139
- | No log | 3.0877 | 176 | 0.8414 | 0.2264 | 0.8414 | 0.9173 |
140
- | No log | 3.1228 | 178 | 0.9072 | 0.2465 | 0.9072 | 0.9525 |
141
- | No log | 3.1579 | 180 | 0.9796 | 0.2045 | 0.9796 | 0.9897 |
142
- | No log | 3.1930 | 182 | 1.0474 | 0.1219 | 1.0474 | 1.0234 |
143
- | No log | 3.2281 | 184 | 1.0674 | 0.1727 | 1.0674 | 1.0331 |
144
- | No log | 3.2632 | 186 | 1.0103 | 0.1652 | 1.0103 | 1.0051 |
145
- | No log | 3.2982 | 188 | 1.0608 | 0.0950 | 1.0608 | 1.0300 |
146
- | No log | 3.3333 | 190 | 1.0662 | 0.0413 | 1.0662 | 1.0326 |
147
- | No log | 3.3684 | 192 | 0.8605 | 0.1857 | 0.8605 | 0.9277 |
148
- | No log | 3.4035 | 194 | 0.8226 | 0.2181 | 0.8226 | 0.9070 |
149
- | No log | 3.4386 | 196 | 0.8583 | 0.0781 | 0.8583 | 0.9265 |
150
- | No log | 3.4737 | 198 | 0.8288 | 0.2280 | 0.8288 | 0.9104 |
151
- | No log | 3.5088 | 200 | 0.9353 | 0.1262 | 0.9353 | 0.9671 |
152
- | No log | 3.5439 | 202 | 0.9327 | 0.1262 | 0.9327 | 0.9658 |
153
- | No log | 3.5789 | 204 | 0.8004 | 0.2170 | 0.8004 | 0.8946 |
154
- | No log | 3.6140 | 206 | 1.0163 | 0.1590 | 1.0163 | 1.0081 |
155
- | No log | 3.6491 | 208 | 1.0117 | 0.1840 | 1.0117 | 1.0059 |
156
- | No log | 3.6842 | 210 | 0.8528 | 0.1733 | 0.8528 | 0.9235 |
157
- | No log | 3.7193 | 212 | 1.0146 | 0.1836 | 1.0146 | 1.0073 |
158
- | No log | 3.7544 | 214 | 1.0551 | 0.2047 | 1.0551 | 1.0272 |
159
- | No log | 3.7895 | 216 | 0.8866 | 0.1651 | 0.8866 | 0.9416 |
160
- | No log | 3.8246 | 218 | 1.0184 | 0.2147 | 1.0184 | 1.0092 |
161
- | No log | 3.8596 | 220 | 0.9885 | 0.2147 | 0.9885 | 0.9943 |
162
- | No log | 3.8947 | 222 | 0.8091 | 0.1347 | 0.8091 | 0.8995 |
163
- | No log | 3.9298 | 224 | 0.9108 | 0.1568 | 0.9108 | 0.9543 |
164
- | No log | 3.9649 | 226 | 0.9104 | 0.1568 | 0.9104 | 0.9541 |
165
- | No log | 4.0 | 228 | 0.7744 | 0.1608 | 0.7744 | 0.8800 |
166
- | No log | 4.0351 | 230 | 0.8087 | 0.1582 | 0.8087 | 0.8993 |
167
- | No log | 4.0702 | 232 | 0.9457 | 0.1189 | 0.9457 | 0.9725 |
168
- | No log | 4.1053 | 234 | 0.8783 | 0.1306 | 0.8783 | 0.9372 |
169
- | No log | 4.1404 | 236 | 0.8088 | 0.1580 | 0.8088 | 0.8994 |
170
- | No log | 4.1754 | 238 | 0.8396 | 0.1201 | 0.8396 | 0.9163 |
171
- | No log | 4.2105 | 240 | 0.8074 | 0.1094 | 0.8074 | 0.8986 |
172
- | No log | 4.2456 | 242 | 0.8399 | 0.1272 | 0.8399 | 0.9165 |
173
- | No log | 4.2807 | 244 | 0.8526 | 0.1308 | 0.8526 | 0.9234 |
174
- | No log | 4.3158 | 246 | 0.8557 | 0.1723 | 0.8557 | 0.9250 |
175
- | No log | 4.3509 | 248 | 0.8808 | 0.1341 | 0.8808 | 0.9385 |
176
- | No log | 4.3860 | 250 | 0.9093 | 0.2019 | 0.9093 | 0.9536 |
177
- | No log | 4.4211 | 252 | 0.9424 | 0.1055 | 0.9424 | 0.9708 |
178
- | No log | 4.4561 | 254 | 0.9432 | 0.1088 | 0.9432 | 0.9712 |
179
- | No log | 4.4912 | 256 | 0.9151 | 0.1769 | 0.9151 | 0.9566 |
180
- | No log | 4.5263 | 258 | 0.8511 | 0.1448 | 0.8511 | 0.9226 |
181
- | No log | 4.5614 | 260 | 0.8733 | 0.0961 | 0.8733 | 0.9345 |
182
- | No log | 4.5965 | 262 | 0.8225 | 0.1004 | 0.8225 | 0.9069 |
183
- | No log | 4.6316 | 264 | 0.8038 | 0.1604 | 0.8038 | 0.8966 |
184
- | No log | 4.6667 | 266 | 0.9436 | -0.0214 | 0.9436 | 0.9714 |
185
- | No log | 4.7018 | 268 | 0.9808 | -0.0133 | 0.9808 | 0.9903 |
186
- | No log | 4.7368 | 270 | 0.8279 | 0.0570 | 0.8279 | 0.9099 |
187
- | No log | 4.7719 | 272 | 0.7746 | 0.2005 | 0.7746 | 0.8801 |
188
- | No log | 4.8070 | 274 | 0.8850 | 0.0015 | 0.8850 | 0.9407 |
189
- | No log | 4.8421 | 276 | 0.9293 | 0.1103 | 0.9293 | 0.9640 |
190
- | No log | 4.8772 | 278 | 0.9068 | 0.1285 | 0.9068 | 0.9523 |
191
- | No log | 4.9123 | 280 | 1.0043 | 0.1421 | 1.0043 | 1.0022 |
192
- | No log | 4.9474 | 282 | 0.9812 | 0.1427 | 0.9812 | 0.9905 |
193
- | No log | 4.9825 | 284 | 0.8920 | 0.1336 | 0.8920 | 0.9444 |
194
- | No log | 5.0175 | 286 | 0.8821 | 0.1213 | 0.8821 | 0.9392 |
195
- | No log | 5.0526 | 288 | 0.8315 | 0.1529 | 0.8315 | 0.9119 |
196
- | No log | 5.0877 | 290 | 0.8129 | 0.1092 | 0.8129 | 0.9016 |
197
- | No log | 5.1228 | 292 | 0.7976 | 0.1136 | 0.7976 | 0.8931 |
198
- | No log | 5.1579 | 294 | 0.7987 | 0.1136 | 0.7987 | 0.8937 |
199
- | No log | 5.1930 | 296 | 0.8246 | 0.0687 | 0.8246 | 0.9080 |
200
- | No log | 5.2281 | 298 | 0.8817 | 0.0892 | 0.8817 | 0.9390 |
201
- | No log | 5.2632 | 300 | 0.9740 | 0.1029 | 0.9740 | 0.9869 |
202
- | No log | 5.2982 | 302 | 1.0466 | 0.1435 | 1.0466 | 1.0230 |
203
- | No log | 5.3333 | 304 | 0.9094 | 0.1571 | 0.9094 | 0.9536 |
204
- | No log | 5.3684 | 306 | 0.8073 | 0.1407 | 0.8073 | 0.8985 |
205
- | No log | 5.4035 | 308 | 0.7793 | 0.1051 | 0.7793 | 0.8828 |
206
- | No log | 5.4386 | 310 | 0.8312 | 0.1924 | 0.8312 | 0.9117 |
207
- | No log | 5.4737 | 312 | 0.7967 | 0.0818 | 0.7967 | 0.8926 |
208
- | No log | 5.5088 | 314 | 0.8213 | 0.1373 | 0.8213 | 0.9063 |
209
- | No log | 5.5439 | 316 | 0.8562 | 0.1331 | 0.8562 | 0.9253 |
210
- | No log | 5.5789 | 318 | 0.8400 | 0.0935 | 0.8400 | 0.9165 |
211
- | No log | 5.6140 | 320 | 0.8455 | 0.1705 | 0.8455 | 0.9195 |
212
- | No log | 5.6491 | 322 | 0.8065 | 0.1424 | 0.8065 | 0.8980 |
213
- | No log | 5.6842 | 324 | 0.7927 | 0.0149 | 0.7927 | 0.8903 |
214
- | No log | 5.7193 | 326 | 0.8557 | 0.0762 | 0.8557 | 0.9251 |
215
- | No log | 5.7544 | 328 | 0.7937 | 0.0880 | 0.7937 | 0.8909 |
216
- | No log | 5.7895 | 330 | 0.7674 | 0.2080 | 0.7674 | 0.8760 |
217
- | No log | 5.8246 | 332 | 0.7934 | 0.1623 | 0.7934 | 0.8907 |
218
- | No log | 5.8596 | 334 | 0.7361 | 0.1292 | 0.7361 | 0.8580 |
219
- | No log | 5.8947 | 336 | 0.7382 | 0.1573 | 0.7382 | 0.8592 |
220
- | No log | 5.9298 | 338 | 0.7425 | 0.1573 | 0.7425 | 0.8617 |
221
- | No log | 5.9649 | 340 | 0.7913 | 0.1324 | 0.7913 | 0.8895 |
222
- | No log | 6.0 | 342 | 0.9069 | 0.0692 | 0.9069 | 0.9523 |
223
- | No log | 6.0351 | 344 | 0.7897 | 0.1329 | 0.7897 | 0.8887 |
224
- | No log | 6.0702 | 346 | 0.7650 | 0.1315 | 0.7650 | 0.8746 |
225
- | No log | 6.1053 | 348 | 0.7921 | 0.0526 | 0.7921 | 0.8900 |
226
- | No log | 6.1404 | 350 | 0.7680 | 0.1702 | 0.7680 | 0.8763 |
227
- | No log | 6.1754 | 352 | 0.7822 | 0.1049 | 0.7822 | 0.8844 |
228
- | No log | 6.2105 | 354 | 0.8504 | 0.0424 | 0.8504 | 0.9222 |
229
- | No log | 6.2456 | 356 | 0.8158 | 0.1004 | 0.8158 | 0.9032 |
230
- | No log | 6.2807 | 358 | 0.8795 | 0.1247 | 0.8795 | 0.9378 |
231
- | No log | 6.3158 | 360 | 0.9671 | 0.1284 | 0.9671 | 0.9834 |
232
- | No log | 6.3509 | 362 | 0.9033 | 0.1300 | 0.9033 | 0.9504 |
233
- | No log | 6.3860 | 364 | 0.7721 | 0.1604 | 0.7721 | 0.8787 |
234
- | No log | 6.4211 | 366 | 0.8311 | 0.1188 | 0.8311 | 0.9116 |
235
- | No log | 6.4561 | 368 | 0.8824 | 0.1105 | 0.8824 | 0.9394 |
236
- | No log | 6.4912 | 370 | 0.8145 | 0.1225 | 0.8145 | 0.9025 |
237
- | No log | 6.5263 | 372 | 0.8856 | 0.1520 | 0.8856 | 0.9411 |
238
- | No log | 6.5614 | 374 | 1.0207 | 0.1265 | 1.0207 | 1.0103 |
239
- | No log | 6.5965 | 376 | 0.9032 | 0.0975 | 0.9032 | 0.9504 |
240
- | No log | 6.6316 | 378 | 0.7503 | 0.2490 | 0.7503 | 0.8662 |
241
- | No log | 6.6667 | 380 | 0.7526 | 0.1800 | 0.7526 | 0.8675 |
242
- | No log | 6.7018 | 382 | 0.8390 | 0.1105 | 0.8390 | 0.9160 |
243
- | No log | 6.7368 | 384 | 0.8399 | 0.1027 | 0.8399 | 0.9165 |
244
- | No log | 6.7719 | 386 | 0.8628 | 0.1969 | 0.8628 | 0.9289 |
245
- | No log | 6.8070 | 388 | 1.0312 | 0.2499 | 1.0312 | 1.0155 |
246
- | No log | 6.8421 | 390 | 1.0764 | 0.2059 | 1.0764 | 1.0375 |
247
- | No log | 6.8772 | 392 | 1.0317 | 0.2202 | 1.0317 | 1.0157 |
248
- | No log | 6.9123 | 394 | 0.9730 | 0.1702 | 0.9730 | 0.9864 |
249
- | No log | 6.9474 | 396 | 0.8766 | 0.0787 | 0.8766 | 0.9363 |
250
- | No log | 6.9825 | 398 | 0.8050 | 0.1713 | 0.8050 | 0.8972 |
251
- | No log | 7.0175 | 400 | 0.7989 | 0.1365 | 0.7989 | 0.8938 |
252
- | No log | 7.0526 | 402 | 0.8050 | 0.1998 | 0.8050 | 0.8972 |
253
- | No log | 7.0877 | 404 | 0.8152 | 0.1906 | 0.8152 | 0.9029 |
254
- | No log | 7.1228 | 406 | 0.8315 | 0.1838 | 0.8315 | 0.9119 |
255
- | No log | 7.1579 | 408 | 0.8307 | 0.1135 | 0.8307 | 0.9114 |
256
- | No log | 7.1930 | 410 | 0.8217 | 0.1135 | 0.8217 | 0.9065 |
257
- | No log | 7.2281 | 412 | 0.8049 | 0.0670 | 0.8049 | 0.8971 |
258
- | No log | 7.2632 | 414 | 0.8043 | 0.0709 | 0.8043 | 0.8969 |
259
- | No log | 7.2982 | 416 | 0.8111 | 0.1232 | 0.8111 | 0.9006 |
260
- | No log | 7.3333 | 418 | 0.8830 | 0.1908 | 0.8830 | 0.9397 |
261
- | No log | 7.3684 | 420 | 1.0197 | 0.0980 | 1.0197 | 1.0098 |
262
- | No log | 7.4035 | 422 | 1.0247 | 0.0982 | 1.0247 | 1.0123 |
263
- | No log | 7.4386 | 424 | 0.9038 | 0.2122 | 0.9038 | 0.9507 |
264
- | No log | 7.4737 | 426 | 0.8369 | 0.1673 | 0.8369 | 0.9148 |
265
- | No log | 7.5088 | 428 | 0.8257 | 0.1713 | 0.8257 | 0.9087 |
266
- | No log | 7.5439 | 430 | 0.8091 | 0.1713 | 0.8091 | 0.8995 |
267
- | No log | 7.5789 | 432 | 0.7792 | 0.1287 | 0.7792 | 0.8827 |
268
- | No log | 7.6140 | 434 | 0.7919 | 0.1232 | 0.7919 | 0.8899 |
269
- | No log | 7.6491 | 436 | 0.8602 | 0.1626 | 0.8602 | 0.9275 |
270
- | No log | 7.6842 | 438 | 0.8885 | 0.1273 | 0.8885 | 0.9426 |
271
- | No log | 7.7193 | 440 | 0.8462 | 0.0879 | 0.8462 | 0.9199 |
272
- | No log | 7.7544 | 442 | 0.8259 | 0.1539 | 0.8259 | 0.9088 |
273
- | No log | 7.7895 | 444 | 0.8457 | 0.1168 | 0.8457 | 0.9196 |
274
- | No log | 7.8246 | 446 | 0.8874 | 0.1626 | 0.8874 | 0.9420 |
275
- | No log | 7.8596 | 448 | 0.8684 | 0.1615 | 0.8684 | 0.9319 |
276
- | No log | 7.8947 | 450 | 0.8028 | 0.1620 | 0.8028 | 0.8960 |
277
- | No log | 7.9298 | 452 | 0.8071 | 0.1471 | 0.8071 | 0.8984 |
278
- | No log | 7.9649 | 454 | 0.8406 | 0.1463 | 0.8406 | 0.9168 |
279
- | No log | 8.0 | 456 | 0.8873 | 0.2461 | 0.8873 | 0.9420 |
280
- | No log | 8.0351 | 458 | 0.9311 | 0.1801 | 0.9311 | 0.9649 |
281
- | No log | 8.0702 | 460 | 0.9081 | 0.2268 | 0.9081 | 0.9530 |
282
- | No log | 8.1053 | 462 | 0.8807 | 0.2268 | 0.8807 | 0.9385 |
283
- | No log | 8.1404 | 464 | 0.8222 | 0.2126 | 0.8222 | 0.9067 |
284
- | No log | 8.1754 | 466 | 0.7795 | 0.1846 | 0.7795 | 0.8829 |
285
- | No log | 8.2105 | 468 | 0.7845 | 0.1737 | 0.7845 | 0.8857 |
286
- | No log | 8.2456 | 470 | 0.7874 | 0.1797 | 0.7874 | 0.8873 |
287
- | No log | 8.2807 | 472 | 0.8380 | 0.1716 | 0.8380 | 0.9154 |
288
- | No log | 8.3158 | 474 | 0.8785 | 0.2332 | 0.8785 | 0.9373 |
289
- | No log | 8.3509 | 476 | 0.8737 | 0.1672 | 0.8737 | 0.9347 |
290
- | No log | 8.3860 | 478 | 0.8649 | 0.2355 | 0.8649 | 0.9300 |
291
- | No log | 8.4211 | 480 | 0.9085 | 0.2363 | 0.9085 | 0.9531 |
292
- | No log | 8.4561 | 482 | 0.8417 | 0.1639 | 0.8417 | 0.9175 |
293
- | No log | 8.4912 | 484 | 0.7664 | 0.1724 | 0.7664 | 0.8755 |
294
- | No log | 8.5263 | 486 | 0.7196 | 0.1769 | 0.7196 | 0.8483 |
295
- | No log | 8.5614 | 488 | 0.7228 | 0.1144 | 0.7228 | 0.8501 |
296
- | No log | 8.5965 | 490 | 0.7521 | 0.1336 | 0.7521 | 0.8672 |
297
- | No log | 8.6316 | 492 | 0.7478 | 0.1336 | 0.7478 | 0.8648 |
298
- | No log | 8.6667 | 494 | 0.7222 | 0.0828 | 0.7222 | 0.8498 |
299
- | No log | 8.7018 | 496 | 0.7656 | 0.1339 | 0.7656 | 0.8750 |
300
- | No log | 8.7368 | 498 | 0.7593 | 0.0952 | 0.7593 | 0.8714 |
301
- | 0.3592 | 8.7719 | 500 | 0.7006 | 0.0874 | 0.7006 | 0.8370 |
302
- | 0.3592 | 8.8070 | 502 | 0.7319 | 0.1336 | 0.7319 | 0.8555 |
303
- | 0.3592 | 8.8421 | 504 | 0.7933 | 0.1336 | 0.7933 | 0.8907 |
304
- | 0.3592 | 8.8772 | 506 | 0.7644 | 0.1336 | 0.7644 | 0.8743 |
305
- | 0.3592 | 8.9123 | 508 | 0.7610 | 0.1415 | 0.7610 | 0.8724 |
306
- | 0.3592 | 8.9474 | 510 | 0.7882 | 0.0455 | 0.7882 | 0.8878 |
307
- | 0.3592 | 8.9825 | 512 | 0.8065 | 0.0518 | 0.8065 | 0.8980 |
308
- | 0.3592 | 9.0175 | 514 | 0.7639 | 0.0313 | 0.7639 | 0.8740 |
309
- | 0.3592 | 9.0526 | 516 | 0.7651 | 0.1387 | 0.7651 | 0.8747 |
310
- | 0.3592 | 9.0877 | 518 | 0.7947 | 0.1336 | 0.7947 | 0.8915 |
311
- | 0.3592 | 9.1228 | 520 | 0.7730 | 0.1006 | 0.7730 | 0.8792 |
312
- | 0.3592 | 9.1579 | 522 | 0.7606 | 0.1179 | 0.7606 | 0.8721 |
313
- | 0.3592 | 9.1930 | 524 | 0.7639 | 0.1215 | 0.7639 | 0.8740 |
314
- | 0.3592 | 9.2281 | 526 | 0.7650 | 0.1050 | 0.7650 | 0.8747 |
315
- | 0.3592 | 9.2632 | 528 | 0.8186 | 0.1235 | 0.8186 | 0.9048 |
316
- | 0.3592 | 9.2982 | 530 | 0.8646 | 0.1846 | 0.8646 | 0.9298 |
317
- | 0.3592 | 9.3333 | 532 | 0.8337 | 0.0842 | 0.8337 | 0.9131 |
318
- | 0.3592 | 9.3684 | 534 | 0.7858 | 0.0679 | 0.7858 | 0.8864 |
319
- | 0.3592 | 9.4035 | 536 | 0.7830 | 0.1215 | 0.7830 | 0.8849 |
320
- | 0.3592 | 9.4386 | 538 | 0.8080 | 0.1209 | 0.8080 | 0.8989 |
321
- | 0.3592 | 9.4737 | 540 | 0.7930 | 0.1212 | 0.7930 | 0.8905 |
322
- | 0.3592 | 9.5088 | 542 | 0.7844 | 0.1093 | 0.7844 | 0.8856 |
323
- | 0.3592 | 9.5439 | 544 | 0.7906 | 0.0964 | 0.7906 | 0.8891 |
324
- | 0.3592 | 9.5789 | 546 | 0.7758 | 0.1006 | 0.7758 | 0.8808 |
325
- | 0.3592 | 9.6140 | 548 | 0.7845 | 0.1359 | 0.7845 | 0.8857 |
326
- | 0.3592 | 9.6491 | 550 | 0.7785 | 0.1807 | 0.7785 | 0.8823 |
327
- | 0.3592 | 9.6842 | 552 | 0.8010 | 0.1359 | 0.8010 | 0.8950 |
328
- | 0.3592 | 9.7193 | 554 | 0.8230 | 0.1313 | 0.8230 | 0.9072 |
329
- | 0.3592 | 9.7544 | 556 | 0.7910 | 0.1359 | 0.7910 | 0.8894 |
330
- | 0.3592 | 9.7895 | 558 | 0.7961 | 0.0802 | 0.7961 | 0.8922 |
331
- | 0.3592 | 9.8246 | 560 | 0.8357 | 0.1612 | 0.8357 | 0.9142 |
332
- | 0.3592 | 9.8596 | 562 | 0.8175 | 0.1168 | 0.8175 | 0.9042 |
333
- | 0.3592 | 9.8947 | 564 | 0.7949 | 0.1138 | 0.7949 | 0.8916 |
334
- | 0.3592 | 9.9298 | 566 | 0.7782 | 0.1007 | 0.7782 | 0.8822 |
335
- | 0.3592 | 9.9649 | 568 | 0.7912 | 0.0964 | 0.7912 | 0.8895 |
336
- | 0.3592 | 10.0 | 570 | 0.8352 | 0.1145 | 0.8352 | 0.9139 |
337
- | 0.3592 | 10.0351 | 572 | 0.8411 | 0.1188 | 0.8411 | 0.9171 |
338
- | 0.3592 | 10.0702 | 574 | 0.7861 | 0.1007 | 0.7861 | 0.8866 |
339
- | 0.3592 | 10.1053 | 576 | 0.7882 | 0.0810 | 0.7882 | 0.8878 |
340
- | 0.3592 | 10.1404 | 578 | 0.8059 | 0.0913 | 0.8059 | 0.8977 |
341
- | 0.3592 | 10.1754 | 580 | 0.7782 | 0.0393 | 0.7782 | 0.8822 |
342
- | 0.3592 | 10.2105 | 582 | 0.7593 | 0.1048 | 0.7593 | 0.8714 |
343
- | 0.3592 | 10.2456 | 584 | 0.7799 | 0.1048 | 0.7799 | 0.8831 |
344
- | 0.3592 | 10.2807 | 586 | 0.7866 | 0.1456 | 0.7866 | 0.8869 |
345
- | 0.3592 | 10.3158 | 588 | 0.8326 | 0.0570 | 0.8326 | 0.9125 |
346
- | 0.3592 | 10.3509 | 590 | 0.9005 | 0.1329 | 0.9005 | 0.9490 |
347
- | 0.3592 | 10.3860 | 592 | 0.8513 | -0.0153 | 0.8513 | 0.9227 |
348
- | 0.3592 | 10.4211 | 594 | 0.8085 | 0.1133 | 0.8085 | 0.8992 |
349
- | 0.3592 | 10.4561 | 596 | 0.7954 | 0.1181 | 0.7954 | 0.8919 |
350
- | 0.3592 | 10.4912 | 598 | 0.7994 | 0.1310 | 0.7994 | 0.8941 |
351
- | 0.3592 | 10.5263 | 600 | 0.8433 | 0.0211 | 0.8433 | 0.9183 |
352
- | 0.3592 | 10.5614 | 602 | 0.8142 | 0.0559 | 0.8142 | 0.9023 |
353
- | 0.3592 | 10.5965 | 604 | 0.8029 | 0.1790 | 0.8029 | 0.8960 |
354
- | 0.3592 | 10.6316 | 606 | 0.8447 | 0.1264 | 0.8447 | 0.9191 |
355
- | 0.3592 | 10.6667 | 608 | 0.8361 | 0.1737 | 0.8361 | 0.9144 |
356
- | 0.3592 | 10.7018 | 610 | 0.8308 | 0.0875 | 0.8308 | 0.9115 |
357
- | 0.3592 | 10.7368 | 612 | 0.8675 | 0.1373 | 0.8675 | 0.9314 |
358
- | 0.3592 | 10.7719 | 614 | 0.8540 | 0.1483 | 0.8540 | 0.9241 |
359
- | 0.3592 | 10.8070 | 616 | 0.8794 | 0.1710 | 0.8794 | 0.9378 |
360
- | 0.3592 | 10.8421 | 618 | 0.9107 | 0.0896 | 0.9107 | 0.9543 |
361
- | 0.3592 | 10.8772 | 620 | 0.9148 | 0.0851 | 0.9148 | 0.9564 |
362
- | 0.3592 | 10.9123 | 622 | 0.9742 | -0.0028 | 0.9742 | 0.9870 |
363
- | 0.3592 | 10.9474 | 624 | 0.9671 | -0.0028 | 0.9671 | 0.9834 |
364
- | 0.3592 | 10.9825 | 626 | 0.8713 | 0.0129 | 0.8713 | 0.9334 |
365
- | 0.3592 | 11.0175 | 628 | 0.8379 | 0.0469 | 0.8379 | 0.9154 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
366
 
367
 
368
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8727
19
+ - Qwk: 0.0748
20
+ - Mse: 0.8727
21
+ - Rmse: 0.9342
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0323 | 2 | 3.9100 | 0.0017 | 3.9100 | 1.9774 |
53
+ | No log | 0.0645 | 4 | 2.1274 | 0.0284 | 2.1274 | 1.4586 |
54
+ | No log | 0.0968 | 6 | 1.4357 | 0.0235 | 1.4357 | 1.1982 |
55
+ | No log | 0.1290 | 8 | 1.2269 | 0.0469 | 1.2269 | 1.1077 |
56
+ | No log | 0.1613 | 10 | 0.8474 | -0.0351 | 0.8474 | 0.9206 |
57
+ | No log | 0.1935 | 12 | 0.7495 | 0.0 | 0.7495 | 0.8657 |
58
+ | No log | 0.2258 | 14 | 0.8036 | -0.1018 | 0.8036 | 0.8964 |
59
+ | No log | 0.2581 | 16 | 0.7812 | -0.1468 | 0.7812 | 0.8838 |
60
+ | No log | 0.2903 | 18 | 0.8538 | 0.0770 | 0.8538 | 0.9240 |
61
+ | No log | 0.3226 | 20 | 0.7376 | 0.1080 | 0.7376 | 0.8589 |
62
+ | No log | 0.3548 | 22 | 0.7675 | 0.0717 | 0.7675 | 0.8761 |
63
+ | No log | 0.3871 | 24 | 1.0188 | 0.0226 | 1.0188 | 1.0094 |
64
+ | No log | 0.4194 | 26 | 1.2715 | 0.0328 | 1.2715 | 1.1276 |
65
+ | No log | 0.4516 | 28 | 1.0154 | 0.0609 | 1.0154 | 1.0077 |
66
+ | No log | 0.4839 | 30 | 1.3625 | 0.0869 | 1.3625 | 1.1672 |
67
+ | No log | 0.5161 | 32 | 1.1322 | -0.0258 | 1.1322 | 1.0641 |
68
+ | No log | 0.5484 | 34 | 1.1920 | 0.0403 | 1.1920 | 1.0918 |
69
+ | No log | 0.5806 | 36 | 1.1652 | 0.0415 | 1.1652 | 1.0794 |
70
+ | No log | 0.6129 | 38 | 0.9016 | 0.0318 | 0.9016 | 0.9495 |
71
+ | No log | 0.6452 | 40 | 0.9418 | -0.0667 | 0.9418 | 0.9704 |
72
+ | No log | 0.6774 | 42 | 0.9455 | 0.1575 | 0.9455 | 0.9724 |
73
+ | No log | 0.7097 | 44 | 1.3064 | 0.0151 | 1.3064 | 1.1430 |
74
+ | No log | 0.7419 | 46 | 1.3957 | 0.1219 | 1.3957 | 1.1814 |
75
+ | No log | 0.7742 | 48 | 1.1307 | 0.2165 | 1.1307 | 1.0633 |
76
+ | No log | 0.8065 | 50 | 1.1315 | 0.1985 | 1.1315 | 1.0637 |
77
+ | No log | 0.8387 | 52 | 1.0552 | 0.1509 | 1.0552 | 1.0272 |
78
+ | No log | 0.8710 | 54 | 0.9715 | 0.0835 | 0.9715 | 0.9857 |
79
+ | No log | 0.9032 | 56 | 0.9352 | 0.1672 | 0.9352 | 0.9671 |
80
+ | No log | 0.9355 | 58 | 0.9261 | 0.2222 | 0.9261 | 0.9623 |
81
+ | No log | 0.9677 | 60 | 0.8923 | 0.1575 | 0.8923 | 0.9446 |
82
+ | No log | 1.0 | 62 | 0.8813 | 0.1924 | 0.8813 | 0.9388 |
83
+ | No log | 1.0323 | 64 | 0.8811 | 0.1511 | 0.8811 | 0.9387 |
84
+ | No log | 1.0645 | 66 | 0.8948 | 0.2105 | 0.8948 | 0.9460 |
85
+ | No log | 1.0968 | 68 | 0.9023 | 0.1012 | 0.9023 | 0.9499 |
86
+ | No log | 1.1290 | 70 | 1.0739 | 0.0729 | 1.0739 | 1.0363 |
87
+ | No log | 1.1613 | 72 | 1.0333 | 0.0365 | 1.0333 | 1.0165 |
88
+ | No log | 1.1935 | 74 | 0.8725 | 0.1277 | 0.8725 | 0.9341 |
89
+ | No log | 1.2258 | 76 | 1.0255 | -0.0106 | 1.0255 | 1.0127 |
90
+ | No log | 1.2581 | 78 | 1.0805 | -0.0539 | 1.0805 | 1.0395 |
91
+ | No log | 1.2903 | 80 | 0.8311 | 0.0741 | 0.8311 | 0.9116 |
92
+ | No log | 1.3226 | 82 | 0.8711 | 0.0275 | 0.8711 | 0.9333 |
93
+ | No log | 1.3548 | 84 | 0.8006 | 0.0518 | 0.8006 | 0.8947 |
94
+ | No log | 1.3871 | 86 | 0.8810 | 0.0805 | 0.8810 | 0.9386 |
95
+ | No log | 1.4194 | 88 | 0.8389 | 0.1882 | 0.8389 | 0.9159 |
96
+ | No log | 1.4516 | 90 | 0.8645 | 0.0962 | 0.8645 | 0.9298 |
97
+ | No log | 1.4839 | 92 | 0.8895 | 0.1309 | 0.8895 | 0.9431 |
98
+ | No log | 1.5161 | 94 | 0.8388 | -0.0257 | 0.8388 | 0.9159 |
99
+ | No log | 1.5484 | 96 | 0.8976 | 0.0301 | 0.8976 | 0.9474 |
100
+ | No log | 1.5806 | 98 | 0.8534 | 0.0165 | 0.8534 | 0.9238 |
101
+ | No log | 1.6129 | 100 | 0.8091 | 0.1136 | 0.8091 | 0.8995 |
102
+ | No log | 1.6452 | 102 | 0.8198 | 0.1051 | 0.8198 | 0.9054 |
103
+ | No log | 1.6774 | 104 | 0.8116 | 0.1093 | 0.8116 | 0.9009 |
104
+ | No log | 1.7097 | 106 | 0.8156 | 0.1050 | 0.8156 | 0.9031 |
105
+ | No log | 1.7419 | 108 | 0.7961 | 0.0840 | 0.7961 | 0.8922 |
106
+ | No log | 1.7742 | 110 | 0.8217 | 0.1365 | 0.8217 | 0.9065 |
107
+ | No log | 1.8065 | 112 | 0.8070 | 0.0840 | 0.8070 | 0.8983 |
108
+ | No log | 1.8387 | 114 | 0.8448 | 0.0460 | 0.8448 | 0.9191 |
109
+ | No log | 1.8710 | 116 | 0.8698 | 0.1009 | 0.8698 | 0.9326 |
110
+ | No log | 1.9032 | 118 | 0.9165 | 0.0670 | 0.9165 | 0.9573 |
111
+ | No log | 1.9355 | 120 | 0.9709 | 0.0500 | 0.9709 | 0.9854 |
112
+ | No log | 1.9677 | 122 | 1.3257 | 0.0227 | 1.3257 | 1.1514 |
113
+ | No log | 2.0 | 124 | 1.2379 | 0.0802 | 1.2379 | 1.1126 |
114
+ | No log | 2.0323 | 126 | 0.9360 | 0.0913 | 0.9360 | 0.9675 |
115
+ | No log | 2.0645 | 128 | 1.0879 | 0.0437 | 1.0879 | 1.0430 |
116
+ | No log | 2.0968 | 130 | 0.9665 | 0.0324 | 0.9665 | 0.9831 |
117
+ | No log | 2.1290 | 132 | 0.8333 | 0.0277 | 0.8333 | 0.9128 |
118
+ | No log | 2.1613 | 134 | 0.8789 | 0.1721 | 0.8789 | 0.9375 |
119
+ | No log | 2.1935 | 136 | 0.9664 | 0.1043 | 0.9664 | 0.9831 |
120
+ | No log | 2.2258 | 138 | 0.8065 | 0.1408 | 0.8065 | 0.8980 |
121
+ | No log | 2.2581 | 140 | 0.7874 | -0.0170 | 0.7874 | 0.8874 |
122
+ | No log | 2.2903 | 142 | 0.8496 | 0.0597 | 0.8496 | 0.9218 |
123
+ | No log | 2.3226 | 144 | 0.9370 | 0.0221 | 0.9370 | 0.9680 |
124
+ | No log | 2.3548 | 146 | 1.0254 | 0.1309 | 1.0254 | 1.0126 |
125
+ | No log | 2.3871 | 148 | 0.8970 | 0.0705 | 0.8970 | 0.9471 |
126
+ | No log | 2.4194 | 150 | 0.8984 | 0.1407 | 0.8984 | 0.9478 |
127
+ | No log | 2.4516 | 152 | 0.9606 | 0.1065 | 0.9606 | 0.9801 |
128
+ | No log | 2.4839 | 154 | 0.8401 | 0.1049 | 0.8401 | 0.9166 |
129
+ | No log | 2.5161 | 156 | 0.8983 | -0.0103 | 0.8983 | 0.9478 |
130
+ | No log | 2.5484 | 158 | 0.9570 | 0.1344 | 0.9570 | 0.9782 |
131
+ | No log | 2.5806 | 160 | 0.9361 | 0.1353 | 0.9361 | 0.9675 |
132
+ | No log | 2.6129 | 162 | 1.1435 | 0.0686 | 1.1435 | 1.0693 |
133
+ | No log | 2.6452 | 164 | 0.9398 | 0.0741 | 0.9398 | 0.9694 |
134
+ | No log | 2.6774 | 166 | 0.8126 | 0.0444 | 0.8126 | 0.9015 |
135
+ | No log | 2.7097 | 168 | 0.8053 | 0.0236 | 0.8053 | 0.8974 |
136
+ | No log | 2.7419 | 170 | 0.8018 | 0.0538 | 0.8018 | 0.8954 |
137
+ | No log | 2.7742 | 172 | 0.8846 | 0.0700 | 0.8846 | 0.9405 |
138
+ | No log | 2.8065 | 174 | 0.8064 | 0.0923 | 0.8064 | 0.8980 |
139
+ | No log | 2.8387 | 176 | 0.9798 | 0.1661 | 0.9798 | 0.9898 |
140
+ | No log | 2.8710 | 178 | 1.1812 | 0.1076 | 1.1812 | 1.0869 |
141
+ | No log | 2.9032 | 180 | 0.9127 | 0.1355 | 0.9127 | 0.9554 |
142
+ | No log | 2.9355 | 182 | 0.7399 | 0.0814 | 0.7399 | 0.8602 |
143
+ | No log | 2.9677 | 184 | 1.0261 | 0.1683 | 1.0261 | 1.0130 |
144
+ | No log | 3.0 | 186 | 1.1760 | 0.1370 | 1.1760 | 1.0845 |
145
+ | No log | 3.0323 | 188 | 0.9594 | 0.1726 | 0.9594 | 0.9795 |
146
+ | No log | 3.0645 | 190 | 0.6889 | 0.1318 | 0.6889 | 0.8300 |
147
+ | No log | 3.0968 | 192 | 0.7174 | 0.0532 | 0.7174 | 0.8470 |
148
+ | No log | 3.1290 | 194 | 0.7207 | 0.0532 | 0.7207 | 0.8490 |
149
+ | No log | 3.1613 | 196 | 0.8038 | 0.0490 | 0.8038 | 0.8965 |
150
+ | No log | 3.1935 | 198 | 0.9624 | 0.1525 | 0.9624 | 0.9810 |
151
+ | No log | 3.2258 | 200 | 0.8066 | 0.0490 | 0.8066 | 0.8981 |
152
+ | No log | 3.2581 | 202 | 0.7118 | 0.1304 | 0.7118 | 0.8437 |
153
+ | No log | 3.2903 | 204 | 0.7113 | 0.0814 | 0.7113 | 0.8434 |
154
+ | No log | 3.3226 | 206 | 0.7097 | 0.0282 | 0.7097 | 0.8424 |
155
+ | No log | 3.3548 | 208 | 0.7720 | 0.1379 | 0.7720 | 0.8786 |
156
+ | No log | 3.3871 | 210 | 0.8163 | 0.1329 | 0.8163 | 0.9035 |
157
+ | No log | 3.4194 | 212 | 0.7512 | 0.1599 | 0.7512 | 0.8667 |
158
+ | No log | 3.4516 | 214 | 0.7388 | 0.1354 | 0.7388 | 0.8595 |
159
+ | No log | 3.4839 | 216 | 0.7309 | 0.1371 | 0.7309 | 0.8549 |
160
+ | No log | 3.5161 | 218 | 0.7539 | 0.1254 | 0.7539 | 0.8682 |
161
+ | No log | 3.5484 | 220 | 0.7820 | 0.1573 | 0.7820 | 0.8843 |
162
+ | No log | 3.5806 | 222 | 0.8304 | 0.2222 | 0.8304 | 0.9112 |
163
+ | No log | 3.6129 | 224 | 0.8642 | 0.1903 | 0.8642 | 0.9296 |
164
+ | No log | 3.6452 | 226 | 0.9493 | -0.0712 | 0.9493 | 0.9743 |
165
+ | No log | 3.6774 | 228 | 0.9918 | -0.0742 | 0.9918 | 0.9959 |
166
+ | No log | 3.7097 | 230 | 0.8401 | 0.0269 | 0.8401 | 0.9165 |
167
+ | No log | 3.7419 | 232 | 0.7952 | 0.0926 | 0.7952 | 0.8917 |
168
+ | No log | 3.7742 | 234 | 0.8220 | 0.0987 | 0.8220 | 0.9067 |
169
+ | No log | 3.8065 | 236 | 0.8036 | 0.0165 | 0.8036 | 0.8965 |
170
+ | No log | 3.8387 | 238 | 0.7355 | 0.0471 | 0.7355 | 0.8576 |
171
+ | No log | 3.8710 | 240 | 0.7938 | -0.0331 | 0.7938 | 0.8909 |
172
+ | No log | 3.9032 | 242 | 0.9353 | 0.0609 | 0.9353 | 0.9671 |
173
+ | No log | 3.9355 | 244 | 0.8917 | 0.0316 | 0.8917 | 0.9443 |
174
+ | No log | 3.9677 | 246 | 0.7924 | 0.0834 | 0.7924 | 0.8902 |
175
+ | No log | 4.0 | 248 | 0.9015 | 0.1595 | 0.9015 | 0.9495 |
176
+ | No log | 4.0323 | 250 | 0.8949 | 0.0823 | 0.8949 | 0.9460 |
177
+ | No log | 4.0645 | 252 | 0.9083 | 0.1988 | 0.9083 | 0.9531 |
178
+ | No log | 4.0968 | 254 | 0.8827 | 0.0365 | 0.8827 | 0.9395 |
179
+ | No log | 4.1290 | 256 | 0.8537 | 0.1206 | 0.8537 | 0.9239 |
180
+ | No log | 4.1613 | 258 | 0.7894 | 0.1232 | 0.7894 | 0.8885 |
181
+ | No log | 4.1935 | 260 | 0.7649 | 0.1372 | 0.7649 | 0.8746 |
182
+ | No log | 4.2258 | 262 | 0.9113 | 0.0596 | 0.9113 | 0.9546 |
183
+ | No log | 4.2581 | 264 | 0.8326 | 0.0392 | 0.8326 | 0.9125 |
184
+ | No log | 4.2903 | 266 | 0.6737 | 0.2339 | 0.6737 | 0.8208 |
185
+ | No log | 4.3226 | 268 | 0.7193 | 0.0414 | 0.7193 | 0.8481 |
186
+ | No log | 4.3548 | 270 | 0.7383 | 0.0922 | 0.7383 | 0.8593 |
187
+ | No log | 4.3871 | 272 | 0.7511 | 0.1807 | 0.7511 | 0.8667 |
188
+ | No log | 4.4194 | 274 | 1.0674 | 0.1149 | 1.0674 | 1.0332 |
189
+ | No log | 4.4516 | 276 | 1.1733 | 0.0706 | 1.1733 | 1.0832 |
190
+ | No log | 4.4839 | 278 | 0.9287 | -0.0071 | 0.9287 | 0.9637 |
191
+ | No log | 4.5161 | 280 | 0.8269 | 0.2024 | 0.8269 | 0.9094 |
192
+ | No log | 4.5484 | 282 | 0.8166 | 0.1887 | 0.8166 | 0.9037 |
193
+ | No log | 4.5806 | 284 | 0.8518 | 0.0497 | 0.8518 | 0.9230 |
194
+ | No log | 4.6129 | 286 | 0.8733 | 0.1633 | 0.8733 | 0.9345 |
195
+ | No log | 4.6452 | 288 | 0.7634 | 0.2544 | 0.7634 | 0.8737 |
196
+ | No log | 4.6774 | 290 | 0.7276 | 0.1371 | 0.7276 | 0.8530 |
197
+ | No log | 4.7097 | 292 | 0.7338 | -0.0532 | 0.7338 | 0.8566 |
198
+ | No log | 4.7419 | 294 | 0.7368 | -0.0062 | 0.7368 | 0.8584 |
199
+ | No log | 4.7742 | 296 | 0.7567 | 0.2225 | 0.7567 | 0.8699 |
200
+ | No log | 4.8065 | 298 | 0.9096 | 0.1430 | 0.9096 | 0.9537 |
201
+ | No log | 4.8387 | 300 | 1.0341 | 0.1662 | 1.0341 | 1.0169 |
202
+ | No log | 4.8710 | 302 | 0.9375 | 0.1027 | 0.9375 | 0.9682 |
203
+ | No log | 4.9032 | 304 | 0.9113 | -0.0021 | 0.9113 | 0.9546 |
204
+ | No log | 4.9355 | 306 | 0.9303 | 0.0153 | 0.9303 | 0.9645 |
205
+ | No log | 4.9677 | 308 | 0.8589 | -0.0806 | 0.8589 | 0.9268 |
206
+ | No log | 5.0 | 310 | 0.8207 | 0.0639 | 0.8207 | 0.9059 |
207
+ | No log | 5.0323 | 312 | 0.9099 | 0.0207 | 0.9099 | 0.9539 |
208
+ | No log | 5.0645 | 314 | 0.9563 | 0.0873 | 0.9563 | 0.9779 |
209
+ | No log | 5.0968 | 316 | 0.8130 | 0.1097 | 0.8130 | 0.9017 |
210
+ | No log | 5.1290 | 318 | 0.7691 | 0.1691 | 0.7691 | 0.8770 |
211
+ | No log | 5.1613 | 320 | 0.7728 | -0.0059 | 0.7728 | 0.8791 |
212
+ | No log | 5.1935 | 322 | 0.8204 | 0.1465 | 0.8204 | 0.9058 |
213
+ | No log | 5.2258 | 324 | 0.9762 | 0.0313 | 0.9762 | 0.9880 |
214
+ | No log | 5.2581 | 326 | 0.9810 | 0.0683 | 0.9810 | 0.9905 |
215
+ | No log | 5.2903 | 328 | 0.9049 | 0.0715 | 0.9049 | 0.9513 |
216
+ | No log | 5.3226 | 330 | 0.8184 | 0.1841 | 0.8184 | 0.9047 |
217
+ | No log | 5.3548 | 332 | 0.7614 | 0.1807 | 0.7614 | 0.8726 |
218
+ | No log | 5.3871 | 334 | 0.7669 | 0.1807 | 0.7669 | 0.8757 |
219
+ | No log | 5.4194 | 336 | 0.8186 | 0.0549 | 0.8186 | 0.9048 |
220
+ | No log | 5.4516 | 338 | 0.8923 | 0.0762 | 0.8923 | 0.9446 |
221
+ | No log | 5.4839 | 340 | 0.8442 | 0.1286 | 0.8442 | 0.9188 |
222
+ | No log | 5.5161 | 342 | 0.7523 | 0.0869 | 0.7523 | 0.8673 |
223
+ | No log | 5.5484 | 344 | 0.7451 | 0.0414 | 0.7451 | 0.8632 |
224
+ | No log | 5.5806 | 346 | 0.7222 | 0.0914 | 0.7222 | 0.8498 |
225
+ | No log | 5.6129 | 348 | 0.7200 | 0.1828 | 0.7200 | 0.8485 |
226
+ | No log | 5.6452 | 350 | 0.7405 | 0.1758 | 0.7405 | 0.8605 |
227
+ | No log | 5.6774 | 352 | 0.7526 | 0.1828 | 0.7526 | 0.8675 |
228
+ | No log | 5.7097 | 354 | 0.7734 | 0.0821 | 0.7734 | 0.8794 |
229
+ | No log | 5.7419 | 356 | 0.8196 | 0.1202 | 0.8196 | 0.9053 |
230
+ | No log | 5.7742 | 358 | 0.9351 | 0.0659 | 0.9351 | 0.9670 |
231
+ | No log | 5.8065 | 360 | 0.9214 | 0.1027 | 0.9214 | 0.9599 |
232
+ | No log | 5.8387 | 362 | 0.8386 | 0.0246 | 0.8386 | 0.9158 |
233
+ | No log | 5.8710 | 364 | 0.8441 | 0.1138 | 0.8441 | 0.9188 |
234
+ | No log | 5.9032 | 366 | 0.8368 | 0.1095 | 0.8368 | 0.9148 |
235
+ | No log | 5.9355 | 368 | 0.8031 | 0.1304 | 0.8031 | 0.8962 |
236
+ | No log | 5.9677 | 370 | 0.7739 | 0.0414 | 0.7739 | 0.8797 |
237
+ | No log | 6.0 | 372 | 0.7426 | 0.1444 | 0.7426 | 0.8617 |
238
+ | No log | 6.0323 | 374 | 0.7433 | 0.1444 | 0.7433 | 0.8622 |
239
+ | No log | 6.0645 | 376 | 0.8582 | 0.0734 | 0.8582 | 0.9264 |
240
+ | No log | 6.0968 | 378 | 0.9044 | 0.1065 | 0.9044 | 0.9510 |
241
+ | No log | 6.1290 | 380 | 0.7817 | 0.0807 | 0.7817 | 0.8841 |
242
+ | No log | 6.1613 | 382 | 0.7390 | 0.1444 | 0.7390 | 0.8597 |
243
+ | No log | 6.1935 | 384 | 0.7414 | 0.1444 | 0.7414 | 0.8611 |
244
+ | No log | 6.2258 | 386 | 0.8228 | 0.0837 | 0.8228 | 0.9071 |
245
+ | No log | 6.2581 | 388 | 0.8630 | 0.0762 | 0.8630 | 0.9290 |
246
+ | No log | 6.2903 | 390 | 0.7615 | 0.1379 | 0.7615 | 0.8726 |
247
+ | No log | 6.3226 | 392 | 0.7347 | 0.1444 | 0.7347 | 0.8571 |
248
+ | No log | 6.3548 | 394 | 0.7475 | 0.0414 | 0.7475 | 0.8646 |
249
+ | No log | 6.3871 | 396 | 0.7519 | 0.1379 | 0.7519 | 0.8671 |
250
+ | No log | 6.4194 | 398 | 0.7936 | 0.1047 | 0.7936 | 0.8909 |
251
+ | No log | 6.4516 | 400 | 0.9254 | 0.0267 | 0.9254 | 0.9620 |
252
+ | No log | 6.4839 | 402 | 0.8648 | 0.0793 | 0.8648 | 0.9299 |
253
+ | No log | 6.5161 | 404 | 0.7528 | 0.0863 | 0.7528 | 0.8676 |
254
+ | No log | 6.5484 | 406 | 0.7528 | 0.0414 | 0.7528 | 0.8677 |
255
+ | No log | 6.5806 | 408 | 0.7363 | 0.0863 | 0.7363 | 0.8581 |
256
+ | No log | 6.6129 | 410 | 0.7308 | 0.0863 | 0.7308 | 0.8548 |
257
+ | No log | 6.6452 | 412 | 0.7370 | 0.0863 | 0.7370 | 0.8585 |
258
+ | No log | 6.6774 | 414 | 0.7865 | 0.0670 | 0.7865 | 0.8868 |
259
+ | No log | 6.7097 | 416 | 0.9197 | 0.1437 | 0.9197 | 0.9590 |
260
+ | No log | 6.7419 | 418 | 0.8745 | 0.1190 | 0.8745 | 0.9352 |
261
+ | No log | 6.7742 | 420 | 0.7675 | 0.0863 | 0.7675 | 0.8761 |
262
+ | No log | 6.8065 | 422 | 0.7933 | 0.0412 | 0.7933 | 0.8907 |
263
+ | No log | 6.8387 | 424 | 0.7991 | 0.0449 | 0.7991 | 0.8939 |
264
+ | No log | 6.8710 | 426 | 0.7555 | 0.0914 | 0.7555 | 0.8692 |
265
+ | No log | 6.9032 | 428 | 0.7246 | 0.1444 | 0.7246 | 0.8512 |
266
+ | No log | 6.9355 | 430 | 0.7268 | 0.1379 | 0.7268 | 0.8525 |
267
+ | No log | 6.9677 | 432 | 0.7329 | 0.1379 | 0.7329 | 0.8561 |
268
+ | No log | 7.0 | 434 | 0.7522 | 0.2078 | 0.7522 | 0.8673 |
269
+ | No log | 7.0323 | 436 | 0.7654 | 0.1943 | 0.7654 | 0.8749 |
270
+ | No log | 7.0645 | 438 | 0.7538 | 0.1371 | 0.7538 | 0.8682 |
271
+ | No log | 7.0968 | 440 | 0.7884 | 0.1413 | 0.7884 | 0.8879 |
272
+ | No log | 7.1290 | 442 | 0.7943 | 0.1835 | 0.7943 | 0.8913 |
273
+ | No log | 7.1613 | 444 | 0.8653 | 0.0016 | 0.8653 | 0.9302 |
274
+ | No log | 7.1935 | 446 | 0.8959 | -0.0408 | 0.8959 | 0.9465 |
275
+ | No log | 7.2258 | 448 | 0.8149 | 0.0639 | 0.8149 | 0.9027 |
276
+ | No log | 7.2581 | 450 | 0.7592 | 0.1298 | 0.7592 | 0.8713 |
277
+ | No log | 7.2903 | 452 | 0.7407 | 0.1691 | 0.7407 | 0.8606 |
278
+ | No log | 7.3226 | 454 | 0.7584 | 0.1506 | 0.7584 | 0.8709 |
279
+ | No log | 7.3548 | 456 | 0.7558 | 0.1565 | 0.7558 | 0.8694 |
280
+ | No log | 7.3871 | 458 | 0.7680 | 0.0476 | 0.7680 | 0.8763 |
281
+ | No log | 7.4194 | 460 | 0.7131 | 0.1259 | 0.7131 | 0.8445 |
282
+ | No log | 7.4516 | 462 | 0.7196 | 0.0914 | 0.7196 | 0.8483 |
283
+ | No log | 7.4839 | 464 | 0.7655 | -0.0387 | 0.7655 | 0.8750 |
284
+ | No log | 7.5161 | 466 | 0.7355 | 0.0976 | 0.7355 | 0.8576 |
285
+ | No log | 7.5484 | 468 | 0.6984 | 0.1444 | 0.6984 | 0.8357 |
286
+ | No log | 7.5806 | 470 | 0.7966 | 0.0826 | 0.7966 | 0.8925 |
287
+ | No log | 7.6129 | 472 | 0.8445 | 0.0711 | 0.8445 | 0.9190 |
288
+ | No log | 7.6452 | 474 | 0.7770 | 0.0909 | 0.7770 | 0.8815 |
289
+ | No log | 7.6774 | 476 | 0.7007 | 0.1444 | 0.7007 | 0.8371 |
290
+ | No log | 7.7097 | 478 | 0.7312 | -0.0030 | 0.7312 | 0.8551 |
291
+ | No log | 7.7419 | 480 | 0.7810 | -0.0370 | 0.7810 | 0.8837 |
292
+ | No log | 7.7742 | 482 | 0.7266 | 0.1444 | 0.7266 | 0.8524 |
293
+ | No log | 7.8065 | 484 | 0.8076 | 0.0867 | 0.8076 | 0.8987 |
294
+ | No log | 7.8387 | 486 | 0.9757 | 0.1683 | 0.9757 | 0.9878 |
295
+ | No log | 7.8710 | 488 | 0.9785 | 0.0975 | 0.9785 | 0.9892 |
296
+ | No log | 7.9032 | 490 | 0.8206 | 0.0867 | 0.8206 | 0.9058 |
297
+ | No log | 7.9355 | 492 | 0.7091 | 0.0857 | 0.7091 | 0.8421 |
298
+ | No log | 7.9677 | 494 | 0.7027 | 0.1444 | 0.7027 | 0.8383 |
299
+ | No log | 8.0 | 496 | 0.7029 | 0.1444 | 0.7029 | 0.8384 |
300
+ | No log | 8.0323 | 498 | 0.7238 | 0.0857 | 0.7238 | 0.8508 |
301
+ | 0.2571 | 8.0645 | 500 | 0.8431 | 0.0727 | 0.8431 | 0.9182 |
302
+ | 0.2571 | 8.0968 | 502 | 0.9280 | 0.1649 | 0.9280 | 0.9633 |
303
+ | 0.2571 | 8.1290 | 504 | 0.8649 | 0.1493 | 0.8649 | 0.9300 |
304
+ | 0.2571 | 8.1613 | 506 | 0.7938 | 0.0867 | 0.7938 | 0.8909 |
305
+ | 0.2571 | 8.1935 | 508 | 0.7236 | 0.1691 | 0.7236 | 0.8506 |
306
+ | 0.2571 | 8.2258 | 510 | 0.7013 | 0.1259 | 0.7013 | 0.8375 |
307
+ | 0.2571 | 8.2581 | 512 | 0.7019 | 0.1259 | 0.7019 | 0.8378 |
308
+ | 0.2571 | 8.2903 | 514 | 0.7258 | 0.2034 | 0.7258 | 0.8519 |
309
+ | 0.2571 | 8.3226 | 516 | 0.7240 | 0.1627 | 0.7240 | 0.8509 |
310
+ | 0.2571 | 8.3548 | 518 | 0.7598 | 0.0999 | 0.7598 | 0.8717 |
311
+ | 0.2571 | 8.3871 | 520 | 0.8929 | 0.0651 | 0.8929 | 0.9449 |
312
+ | 0.2571 | 8.4194 | 522 | 0.9179 | 0.0596 | 0.9179 | 0.9581 |
313
+ | 0.2571 | 8.4516 | 524 | 0.8094 | 0.1817 | 0.8094 | 0.8997 |
314
+ | 0.2571 | 8.4839 | 526 | 0.7384 | 0.1379 | 0.7384 | 0.8593 |
315
+ | 0.2571 | 8.5161 | 528 | 0.7312 | 0.1423 | 0.7312 | 0.8551 |
316
+ | 0.2571 | 8.5484 | 530 | 0.7296 | 0.1423 | 0.7296 | 0.8541 |
317
+ | 0.2571 | 8.5806 | 532 | 0.6992 | 0.0914 | 0.6992 | 0.8362 |
318
+ | 0.2571 | 8.6129 | 534 | 0.6848 | 0.1379 | 0.6848 | 0.8275 |
319
+ | 0.2571 | 8.6452 | 536 | 0.7532 | 0.1449 | 0.7532 | 0.8679 |
320
+ | 0.2571 | 8.6774 | 538 | 0.8882 | 0.0346 | 0.8882 | 0.9424 |
321
+ | 0.2571 | 8.7097 | 540 | 0.8772 | 0.0786 | 0.8772 | 0.9366 |
322
+ | 0.2571 | 8.7419 | 542 | 0.8325 | 0.0826 | 0.8325 | 0.9124 |
323
+ | 0.2571 | 8.7742 | 544 | 0.8913 | 0.1150 | 0.8913 | 0.9441 |
324
+ | 0.2571 | 8.8065 | 546 | 0.9526 | 0.0233 | 0.9526 | 0.9760 |
325
+ | 0.2571 | 8.8387 | 548 | 0.8327 | 0.0786 | 0.8327 | 0.9125 |
326
+ | 0.2571 | 8.8710 | 550 | 0.7343 | 0.1691 | 0.7343 | 0.8569 |
327
+ | 0.2571 | 8.9032 | 552 | 0.6896 | 0.1444 | 0.6896 | 0.8304 |
328
+ | 0.2571 | 8.9355 | 554 | 0.6893 | 0.1444 | 0.6893 | 0.8302 |
329
+ | 0.2571 | 8.9677 | 556 | 0.6783 | 0.1444 | 0.6783 | 0.8236 |
330
+ | 0.2571 | 9.0 | 558 | 0.6733 | 0.1444 | 0.6733 | 0.8205 |
331
+ | 0.2571 | 9.0323 | 560 | 0.6735 | 0.1444 | 0.6735 | 0.8207 |
332
+ | 0.2571 | 9.0645 | 562 | 0.6870 | 0.1444 | 0.6870 | 0.8288 |
333
+ | 0.2571 | 9.0968 | 564 | 0.7151 | 0.1675 | 0.7151 | 0.8456 |
334
+ | 0.2571 | 9.1290 | 566 | 0.7604 | 0.1943 | 0.7604 | 0.8720 |
335
+ | 0.2571 | 9.1613 | 568 | 0.7911 | 0.1817 | 0.7911 | 0.8894 |
336
+ | 0.2571 | 9.1935 | 570 | 0.7990 | 0.1379 | 0.7990 | 0.8939 |
337
+ | 0.2571 | 9.2258 | 572 | 0.8096 | 0.0956 | 0.8096 | 0.8998 |
338
+ | 0.2571 | 9.2581 | 574 | 0.8615 | 0.1150 | 0.8615 | 0.9282 |
339
+ | 0.2571 | 9.2903 | 576 | 0.8881 | 0.1024 | 0.8881 | 0.9424 |
340
+ | 0.2571 | 9.3226 | 578 | 0.8717 | 0.1399 | 0.8717 | 0.9337 |
341
+ | 0.2571 | 9.3548 | 580 | 0.8194 | 0.1193 | 0.8194 | 0.9052 |
342
+ | 0.2571 | 9.3871 | 582 | 0.8108 | 0.0793 | 0.8108 | 0.9004 |
343
+ | 0.2571 | 9.4194 | 584 | 0.8456 | 0.1261 | 0.8456 | 0.9196 |
344
+ | 0.2571 | 9.4516 | 586 | 0.8137 | 0.1145 | 0.8137 | 0.9020 |
345
+ | 0.2571 | 9.4839 | 588 | 0.7955 | 0.1571 | 0.7955 | 0.8919 |
346
+ | 0.2571 | 9.5161 | 590 | 0.7741 | 0.1387 | 0.7741 | 0.8798 |
347
+ | 0.2571 | 9.5484 | 592 | 0.7538 | 0.1485 | 0.7538 | 0.8682 |
348
+ | 0.2571 | 9.5806 | 594 | 0.7646 | 0.1485 | 0.7646 | 0.8744 |
349
+ | 0.2571 | 9.6129 | 596 | 0.7932 | 0.0876 | 0.7932 | 0.8906 |
350
+ | 0.2571 | 9.6452 | 598 | 0.8553 | 0.1348 | 0.8553 | 0.9248 |
351
+ | 0.2571 | 9.6774 | 600 | 0.9105 | 0.1517 | 0.9105 | 0.9542 |
352
+ | 0.2571 | 9.7097 | 602 | 0.8596 | 0.1026 | 0.8596 | 0.9271 |
353
+ | 0.2571 | 9.7419 | 604 | 0.8247 | 0.1065 | 0.8247 | 0.9081 |
354
+ | 0.2571 | 9.7742 | 606 | 0.7532 | 0.1199 | 0.7532 | 0.8679 |
355
+ | 0.2571 | 9.8065 | 608 | 0.7587 | 0.1404 | 0.7587 | 0.8711 |
356
+ | 0.2571 | 9.8387 | 610 | 0.7531 | 0.0414 | 0.7531 | 0.8678 |
357
+ | 0.2571 | 9.8710 | 612 | 0.8013 | 0.1943 | 0.8013 | 0.8952 |
358
+ | 0.2571 | 9.9032 | 614 | 0.9293 | 0.0794 | 0.9293 | 0.9640 |
359
+ | 0.2571 | 9.9355 | 616 | 0.9784 | 0.0707 | 0.9784 | 0.9891 |
360
+ | 0.2571 | 9.9677 | 618 | 0.9709 | 0.0735 | 0.9709 | 0.9853 |
361
+ | 0.2571 | 10.0 | 620 | 0.8888 | 0.0991 | 0.8888 | 0.9428 |
362
+ | 0.2571 | 10.0323 | 622 | 0.8276 | 0.1422 | 0.8276 | 0.9097 |
363
+ | 0.2571 | 10.0645 | 624 | 0.7736 | 0.1196 | 0.7736 | 0.8795 |
364
+ | 0.2571 | 10.0968 | 626 | 0.7627 | 0.1196 | 0.7627 | 0.8733 |
365
+ | 0.2571 | 10.1290 | 628 | 0.7660 | 0.1196 | 0.7660 | 0.8752 |
366
+ | 0.2571 | 10.1613 | 630 | 0.7992 | 0.1324 | 0.7992 | 0.8940 |
367
+ | 0.2571 | 10.1935 | 632 | 0.8587 | 0.0991 | 0.8587 | 0.9267 |
368
+ | 0.2571 | 10.2258 | 634 | 0.8576 | 0.0700 | 0.8576 | 0.9261 |
369
+ | 0.2571 | 10.2581 | 636 | 0.7945 | 0.1372 | 0.7945 | 0.8913 |
370
+ | 0.2571 | 10.2903 | 638 | 0.8051 | 0.1094 | 0.8051 | 0.8972 |
371
+ | 0.2571 | 10.3226 | 640 | 0.8134 | 0.1372 | 0.8134 | 0.9019 |
372
+ | 0.2571 | 10.3548 | 642 | 0.8505 | 0.1422 | 0.8505 | 0.9222 |
373
+ | 0.2571 | 10.3871 | 644 | 0.8277 | 0.1935 | 0.8277 | 0.9098 |
374
+ | 0.2571 | 10.4194 | 646 | 0.7786 | 0.1599 | 0.7786 | 0.8824 |
375
+ | 0.2571 | 10.4516 | 648 | 0.7453 | 0.1304 | 0.7453 | 0.8633 |
376
+ | 0.2571 | 10.4839 | 650 | 0.7168 | 0.1807 | 0.7168 | 0.8466 |
377
+ | 0.2571 | 10.5161 | 652 | 0.7152 | 0.1807 | 0.7152 | 0.8457 |
378
+ | 0.2571 | 10.5484 | 654 | 0.7457 | 0.1800 | 0.7457 | 0.8635 |
379
+ | 0.2571 | 10.5806 | 656 | 0.7863 | 0.1742 | 0.7863 | 0.8868 |
380
+ | 0.2571 | 10.6129 | 658 | 0.7686 | 0.1742 | 0.7686 | 0.8767 |
381
+ | 0.2571 | 10.6452 | 660 | 0.7446 | 0.1304 | 0.7446 | 0.8629 |
382
+ | 0.2571 | 10.6774 | 662 | 0.7756 | 0.1395 | 0.7756 | 0.8807 |
383
+ | 0.2571 | 10.7097 | 664 | 0.7598 | 0.1769 | 0.7598 | 0.8717 |
384
+ | 0.2571 | 10.7419 | 666 | 0.7844 | 0.1485 | 0.7844 | 0.8857 |
385
+ | 0.2571 | 10.7742 | 668 | 0.9125 | 0.1468 | 0.9125 | 0.9552 |
386
+ | 0.2571 | 10.8065 | 670 | 0.8814 | 0.1258 | 0.8814 | 0.9388 |
387
+ | 0.2571 | 10.8387 | 672 | 0.7691 | 0.1095 | 0.7691 | 0.8770 |
388
+ | 0.2571 | 10.8710 | 674 | 0.7663 | 0.1304 | 0.7663 | 0.8754 |
389
+ | 0.2571 | 10.9032 | 676 | 0.7506 | 0.1444 | 0.7506 | 0.8664 |
390
+ | 0.2571 | 10.9355 | 678 | 0.7180 | 0.1444 | 0.7180 | 0.8473 |
391
+ | 0.2571 | 10.9677 | 680 | 0.7295 | 0.2150 | 0.7295 | 0.8541 |
392
+ | 0.2571 | 11.0 | 682 | 0.7763 | 0.1553 | 0.7763 | 0.8811 |
393
+ | 0.2571 | 11.0323 | 684 | 0.7854 | 0.1047 | 0.7854 | 0.8862 |
394
+ | 0.2571 | 11.0645 | 686 | 0.7344 | 0.1318 | 0.7344 | 0.8570 |
395
+ | 0.2571 | 11.0968 | 688 | 0.6958 | 0.1444 | 0.6958 | 0.8342 |
396
+ | 0.2571 | 11.1290 | 690 | 0.7013 | 0.1444 | 0.7013 | 0.8374 |
397
+ | 0.2571 | 11.1613 | 692 | 0.7188 | 0.1444 | 0.7188 | 0.8478 |
398
+ | 0.2571 | 11.1935 | 694 | 0.7305 | 0.1444 | 0.7305 | 0.8547 |
399
+ | 0.2571 | 11.2258 | 696 | 0.8100 | 0.0714 | 0.8100 | 0.9000 |
400
+ | 0.2571 | 11.2581 | 698 | 0.8223 | -0.0331 | 0.8223 | 0.9068 |
401
+ | 0.2571 | 11.2903 | 700 | 0.7402 | 0.1259 | 0.7402 | 0.8604 |
402
+ | 0.2571 | 11.3226 | 702 | 0.6954 | 0.1444 | 0.6954 | 0.8339 |
403
+ | 0.2571 | 11.3548 | 704 | 0.7041 | 0.0857 | 0.7041 | 0.8391 |
404
+ | 0.2571 | 11.3871 | 706 | 0.7558 | 0.1612 | 0.7558 | 0.8694 |
405
+ | 0.2571 | 11.4194 | 708 | 0.8647 | 0.0627 | 0.8647 | 0.9299 |
406
+ | 0.2571 | 11.4516 | 710 | 0.9024 | 0.0951 | 0.9024 | 0.9499 |
407
+ | 0.2571 | 11.4839 | 712 | 0.8060 | 0.0470 | 0.8060 | 0.8978 |
408
+ | 0.2571 | 11.5161 | 714 | 0.7113 | 0.1807 | 0.7113 | 0.8434 |
409
+ | 0.2571 | 11.5484 | 716 | 0.7109 | 0.1444 | 0.7109 | 0.8432 |
410
+ | 0.2571 | 11.5806 | 718 | 0.7138 | 0.1444 | 0.7138 | 0.8448 |
411
+ | 0.2571 | 11.6129 | 720 | 0.8031 | 0.1235 | 0.8031 | 0.8962 |
412
+ | 0.2571 | 11.6452 | 722 | 1.0046 | 0.0508 | 1.0046 | 1.0023 |
413
+ | 0.2571 | 11.6774 | 724 | 1.1008 | 0.0602 | 1.1008 | 1.0492 |
414
+ | 0.2571 | 11.7097 | 726 | 0.9822 | 0.0508 | 0.9822 | 0.9910 |
415
+ | 0.2571 | 11.7419 | 728 | 0.7934 | 0.1235 | 0.7934 | 0.8908 |
416
+ | 0.2571 | 11.7742 | 730 | 0.6992 | 0.1807 | 0.6992 | 0.8362 |
417
+ | 0.2571 | 11.8065 | 732 | 0.7168 | 0.1444 | 0.7168 | 0.8467 |
418
+ | 0.2571 | 11.8387 | 734 | 0.7302 | 0.0914 | 0.7302 | 0.8545 |
419
+ | 0.2571 | 11.8710 | 736 | 0.7115 | 0.1444 | 0.7115 | 0.8435 |
420
+ | 0.2571 | 11.9032 | 738 | 0.7091 | 0.2225 | 0.7091 | 0.8421 |
421
+ | 0.2571 | 11.9355 | 740 | 0.7512 | 0.1281 | 0.7512 | 0.8667 |
422
+ | 0.2571 | 11.9677 | 742 | 0.8235 | 0.1105 | 0.8235 | 0.9075 |
423
+ | 0.2571 | 12.0 | 744 | 0.9236 | 0.1604 | 0.9236 | 0.9610 |
424
+ | 0.2571 | 12.0323 | 746 | 0.8872 | 0.1343 | 0.8872 | 0.9419 |
425
+ | 0.2571 | 12.0645 | 748 | 0.8290 | 0.0762 | 0.8290 | 0.9105 |
426
+ | 0.2571 | 12.0968 | 750 | 0.7561 | 0.1047 | 0.7561 | 0.8695 |
427
+ | 0.2571 | 12.1290 | 752 | 0.7372 | 0.1902 | 0.7372 | 0.8586 |
428
+ | 0.2571 | 12.1613 | 754 | 0.7211 | 0.1902 | 0.7211 | 0.8492 |
429
+ | 0.2571 | 12.1935 | 756 | 0.6975 | 0.1902 | 0.6975 | 0.8352 |
430
+ | 0.2571 | 12.2258 | 758 | 0.6960 | 0.1902 | 0.6960 | 0.8343 |
431
+ | 0.2571 | 12.2581 | 760 | 0.7369 | 0.1627 | 0.7369 | 0.8584 |
432
+ | 0.2571 | 12.2903 | 762 | 0.8389 | 0.0377 | 0.8389 | 0.9159 |
433
+ | 0.2571 | 12.3226 | 764 | 0.9779 | 0.0175 | 0.9779 | 0.9889 |
434
+ | 0.2571 | 12.3548 | 766 | 1.0391 | -0.0204 | 1.0391 | 1.0194 |
435
+ | 0.2571 | 12.3871 | 768 | 0.9459 | 0.0508 | 0.9459 | 0.9726 |
436
+ | 0.2571 | 12.4194 | 770 | 0.8469 | 0.1542 | 0.8469 | 0.9203 |
437
+ | 0.2571 | 12.4516 | 772 | 0.7656 | 0.1943 | 0.7656 | 0.8750 |
438
+ | 0.2571 | 12.4839 | 774 | 0.7239 | 0.2150 | 0.7239 | 0.8508 |
439
+ | 0.2571 | 12.5161 | 776 | 0.6972 | 0.1444 | 0.6972 | 0.8350 |
440
+ | 0.2571 | 12.5484 | 778 | 0.7014 | 0.1807 | 0.7014 | 0.8375 |
441
+ | 0.2571 | 12.5806 | 780 | 0.7203 | 0.1740 | 0.7203 | 0.8487 |
442
+ | 0.2571 | 12.6129 | 782 | 0.7668 | 0.1921 | 0.7668 | 0.8757 |
443
+ | 0.2571 | 12.6452 | 784 | 0.7829 | 0.1431 | 0.7829 | 0.8848 |
444
+ | 0.2571 | 12.6774 | 786 | 0.7717 | 0.1675 | 0.7717 | 0.8785 |
445
+ | 0.2571 | 12.7097 | 788 | 0.7320 | 0.1807 | 0.7320 | 0.8555 |
446
+ | 0.2571 | 12.7419 | 790 | 0.7378 | 0.1675 | 0.7378 | 0.8589 |
447
+ | 0.2571 | 12.7742 | 792 | 0.7305 | 0.2078 | 0.7305 | 0.8547 |
448
+ | 0.2571 | 12.8065 | 794 | 0.7436 | 0.1553 | 0.7436 | 0.8623 |
449
+ | 0.2571 | 12.8387 | 796 | 0.7461 | 0.1879 | 0.7461 | 0.8638 |
450
+ | 0.2571 | 12.8710 | 798 | 0.7488 | 0.1879 | 0.7488 | 0.8653 |
451
+ | 0.2571 | 12.9032 | 800 | 0.7617 | 0.1387 | 0.7617 | 0.8728 |
452
+ | 0.2571 | 12.9355 | 802 | 0.7889 | 0.1646 | 0.7889 | 0.8882 |
453
+ | 0.2571 | 12.9677 | 804 | 0.7775 | 0.1646 | 0.7775 | 0.8817 |
454
+ | 0.2571 | 13.0 | 806 | 0.7432 | 0.0953 | 0.7432 | 0.8621 |
455
+ | 0.2571 | 13.0323 | 808 | 0.7528 | 0.0953 | 0.7528 | 0.8676 |
456
+ | 0.2571 | 13.0645 | 810 | 0.8121 | 0.1107 | 0.8121 | 0.9012 |
457
+ | 0.2571 | 13.0968 | 812 | 0.8003 | 0.1605 | 0.8003 | 0.8946 |
458
+ | 0.2571 | 13.1290 | 814 | 0.7379 | 0.1565 | 0.7379 | 0.8590 |
459
+ | 0.2571 | 13.1613 | 816 | 0.7039 | 0.1758 | 0.7039 | 0.8390 |
460
+ | 0.2571 | 13.1935 | 818 | 0.6939 | 0.1379 | 0.6939 | 0.8330 |
461
+ | 0.2571 | 13.2258 | 820 | 0.6926 | 0.1379 | 0.6926 | 0.8323 |
462
+ | 0.2571 | 13.2581 | 822 | 0.6925 | 0.1740 | 0.6925 | 0.8321 |
463
+ | 0.2571 | 13.2903 | 824 | 0.7039 | 0.1740 | 0.7039 | 0.8390 |
464
+ | 0.2571 | 13.3226 | 826 | 0.7277 | 0.2078 | 0.7277 | 0.8531 |
465
+ | 0.2571 | 13.3548 | 828 | 0.7268 | 0.1553 | 0.7268 | 0.8525 |
466
+ | 0.2571 | 13.3871 | 830 | 0.7153 | 0.2150 | 0.7153 | 0.8458 |
467
+ | 0.2571 | 13.4194 | 832 | 0.7449 | 0.1553 | 0.7449 | 0.8631 |
468
+ | 0.2571 | 13.4516 | 834 | 0.8111 | 0.1742 | 0.8111 | 0.9006 |
469
+ | 0.2571 | 13.4839 | 836 | 0.8399 | 0.1862 | 0.8399 | 0.9165 |
470
+ | 0.2571 | 13.5161 | 838 | 0.8481 | 0.1437 | 0.8481 | 0.9209 |
471
+ | 0.2571 | 13.5484 | 840 | 0.8170 | 0.1862 | 0.8170 | 0.9039 |
472
+ | 0.2571 | 13.5806 | 842 | 0.7883 | 0.2531 | 0.7883 | 0.8879 |
473
+ | 0.2571 | 13.6129 | 844 | 0.7235 | 0.1553 | 0.7235 | 0.8506 |
474
+ | 0.2571 | 13.6452 | 846 | 0.7097 | 0.0807 | 0.7097 | 0.8424 |
475
+ | 0.2571 | 13.6774 | 848 | 0.7174 | 0.0807 | 0.7174 | 0.8470 |
476
+ | 0.2571 | 13.7097 | 850 | 0.7245 | 0.1202 | 0.7245 | 0.8512 |
477
+ | 0.2571 | 13.7419 | 852 | 0.7131 | 0.0857 | 0.7131 | 0.8445 |
478
+ | 0.2571 | 13.7742 | 854 | 0.7093 | 0.0857 | 0.7093 | 0.8422 |
479
+ | 0.2571 | 13.8065 | 856 | 0.7330 | 0.1202 | 0.7330 | 0.8561 |
480
+ | 0.2571 | 13.8387 | 858 | 0.8087 | 0.1542 | 0.8087 | 0.8993 |
481
+ | 0.2571 | 13.8710 | 860 | 1.0036 | 0.0355 | 1.0036 | 1.0018 |
482
+ | 0.2571 | 13.9032 | 862 | 1.0450 | -0.0047 | 1.0450 | 1.0222 |
483
+ | 0.2571 | 13.9355 | 864 | 0.9614 | 0.0815 | 0.9614 | 0.9805 |
484
+ | 0.2571 | 13.9677 | 866 | 0.7973 | 0.2116 | 0.7973 | 0.8929 |
485
+ | 0.2571 | 14.0 | 868 | 0.6918 | 0.1444 | 0.6918 | 0.8318 |
486
+ | 0.2571 | 14.0323 | 870 | 0.6963 | 0.0914 | 0.6963 | 0.8345 |
487
+ | 0.2571 | 14.0645 | 872 | 0.6943 | 0.0914 | 0.6943 | 0.8332 |
488
+ | 0.2571 | 14.0968 | 874 | 0.6771 | 0.1444 | 0.6771 | 0.8229 |
489
+ | 0.2571 | 14.1290 | 876 | 0.7056 | 0.1807 | 0.7056 | 0.8400 |
490
+ | 0.2571 | 14.1613 | 878 | 0.7604 | 0.1943 | 0.7604 | 0.8720 |
491
+ | 0.2571 | 14.1935 | 880 | 0.8104 | 0.2365 | 0.8104 | 0.9002 |
492
+ | 0.2571 | 14.2258 | 882 | 0.8420 | 0.2365 | 0.8420 | 0.9176 |
493
+ | 0.2571 | 14.2581 | 884 | 0.7756 | 0.2155 | 0.7756 | 0.8807 |
494
+ | 0.2571 | 14.2903 | 886 | 0.7291 | 0.1807 | 0.7291 | 0.8539 |
495
+ | 0.2571 | 14.3226 | 888 | 0.7515 | 0.1659 | 0.7515 | 0.8669 |
496
+ | 0.2571 | 14.3548 | 890 | 0.7896 | 0.2053 | 0.7896 | 0.8886 |
497
+ | 0.2571 | 14.3871 | 892 | 0.8572 | 0.2083 | 0.8572 | 0.9258 |
498
+ | 0.2571 | 14.4194 | 894 | 0.9667 | 0.0794 | 0.9667 | 0.9832 |
499
+ | 0.2571 | 14.4516 | 896 | 0.9901 | 0.1077 | 0.9901 | 0.9950 |
500
+ | 0.2571 | 14.4839 | 898 | 0.9152 | 0.1182 | 0.9152 | 0.9567 |
501
+ | 0.2571 | 14.5161 | 900 | 0.7722 | 0.1879 | 0.7722 | 0.8788 |
502
+ | 0.2571 | 14.5484 | 902 | 0.7044 | 0.1740 | 0.7044 | 0.8393 |
503
+ | 0.2571 | 14.5806 | 904 | 0.6941 | 0.1444 | 0.6941 | 0.8331 |
504
+ | 0.2571 | 14.6129 | 906 | 0.7086 | 0.1444 | 0.7086 | 0.8418 |
505
+ | 0.2571 | 14.6452 | 908 | 0.6929 | 0.1444 | 0.6929 | 0.8324 |
506
+ | 0.2571 | 14.6774 | 910 | 0.7071 | 0.1740 | 0.7071 | 0.8409 |
507
+ | 0.2571 | 14.7097 | 912 | 0.7705 | 0.1879 | 0.7705 | 0.8778 |
508
+ | 0.2571 | 14.7419 | 914 | 0.8166 | 0.1633 | 0.8166 | 0.9036 |
509
+ | 0.2571 | 14.7742 | 916 | 0.8173 | 0.1830 | 0.8173 | 0.9040 |
510
+ | 0.2571 | 14.8065 | 918 | 0.7782 | 0.1921 | 0.7782 | 0.8822 |
511
+ | 0.2571 | 14.8387 | 920 | 0.7664 | 0.1659 | 0.7664 | 0.8754 |
512
+ | 0.2571 | 14.8710 | 922 | 0.7648 | 0.1659 | 0.7648 | 0.8745 |
513
+ | 0.2571 | 14.9032 | 924 | 0.7640 | 0.1529 | 0.7640 | 0.8741 |
514
+ | 0.2571 | 14.9355 | 926 | 0.8044 | 0.2372 | 0.8044 | 0.8969 |
515
+ | 0.2571 | 14.9677 | 928 | 0.8674 | 0.2251 | 0.8674 | 0.9313 |
516
+ | 0.2571 | 15.0 | 930 | 0.9175 | 0.1780 | 0.9175 | 0.9579 |
517
+ | 0.2571 | 15.0323 | 932 | 0.9151 | 0.1780 | 0.9151 | 0.9566 |
518
+ | 0.2571 | 15.0645 | 934 | 0.9073 | 0.1830 | 0.9073 | 0.9525 |
519
+ | 0.2571 | 15.0968 | 936 | 0.8645 | 0.2372 | 0.8645 | 0.9298 |
520
+ | 0.2571 | 15.1290 | 938 | 0.8211 | 0.2436 | 0.8211 | 0.9061 |
521
+ | 0.2571 | 15.1613 | 940 | 0.7700 | 0.2053 | 0.7700 | 0.8775 |
522
+ | 0.2571 | 15.1935 | 942 | 0.7463 | 0.1659 | 0.7463 | 0.8639 |
523
+ | 0.2571 | 15.2258 | 944 | 0.7408 | 0.1659 | 0.7408 | 0.8607 |
524
+ | 0.2571 | 15.2581 | 946 | 0.7678 | 0.1986 | 0.7678 | 0.8762 |
525
+ | 0.2571 | 15.2903 | 948 | 0.8193 | 0.2534 | 0.8193 | 0.9052 |
526
+ | 0.2571 | 15.3226 | 950 | 0.8718 | 0.1780 | 0.8718 | 0.9337 |
527
+ | 0.2571 | 15.3548 | 952 | 0.8856 | 0.1297 | 0.8856 | 0.9411 |
528
+ | 0.2571 | 15.3871 | 954 | 0.8450 | 0.1882 | 0.8450 | 0.9192 |
529
+ | 0.2571 | 15.4194 | 956 | 0.8181 | 0.2534 | 0.8181 | 0.9045 |
530
+ | 0.2571 | 15.4516 | 958 | 0.8043 | 0.2011 | 0.8043 | 0.8968 |
531
+ | 0.2571 | 15.4839 | 960 | 0.8061 | 0.2011 | 0.8061 | 0.8978 |
532
+ | 0.2571 | 15.5161 | 962 | 0.7542 | 0.2534 | 0.7542 | 0.8684 |
533
+ | 0.2571 | 15.5484 | 964 | 0.7128 | 0.2605 | 0.7128 | 0.8443 |
534
+ | 0.2571 | 15.5806 | 966 | 0.7135 | 0.2225 | 0.7135 | 0.8447 |
535
+ | 0.2571 | 15.6129 | 968 | 0.7235 | 0.2431 | 0.7235 | 0.8506 |
536
+ | 0.2571 | 15.6452 | 970 | 0.7307 | 0.2431 | 0.7307 | 0.8548 |
537
+ | 0.2571 | 15.6774 | 972 | 0.7763 | 0.2534 | 0.7763 | 0.8811 |
538
+ | 0.2571 | 15.7097 | 974 | 0.8035 | 0.2011 | 0.8035 | 0.8964 |
539
+ | 0.2571 | 15.7419 | 976 | 0.8690 | 0.1467 | 0.8690 | 0.9322 |
540
+ | 0.2571 | 15.7742 | 978 | 0.8673 | 0.1467 | 0.8673 | 0.9313 |
541
+ | 0.2571 | 15.8065 | 980 | 0.8916 | 0.1379 | 0.8916 | 0.9443 |
542
+ | 0.2571 | 15.8387 | 982 | 0.9313 | 0.0888 | 0.9313 | 0.9651 |
543
+ | 0.2571 | 15.8710 | 984 | 0.9663 | 0.0856 | 0.9663 | 0.9830 |
544
+ | 0.2571 | 15.9032 | 986 | 0.9460 | 0.0888 | 0.9460 | 0.9726 |
545
+ | 0.2571 | 15.9355 | 988 | 0.9112 | 0.0888 | 0.9112 | 0.9546 |
546
+ | 0.2571 | 15.9677 | 990 | 0.8442 | 0.1235 | 0.8442 | 0.9188 |
547
+ | 0.2571 | 16.0 | 992 | 0.7715 | 0.2544 | 0.7715 | 0.8784 |
548
+ | 0.2571 | 16.0323 | 994 | 0.7502 | 0.2544 | 0.7502 | 0.8662 |
549
+ | 0.2571 | 16.0645 | 996 | 0.7649 | 0.2466 | 0.7649 | 0.8746 |
550
+ | 0.2571 | 16.0968 | 998 | 0.8282 | 0.0871 | 0.8282 | 0.9101 |
551
+ | 0.0634 | 16.1290 | 1000 | 0.8637 | 0.0831 | 0.8637 | 0.9294 |
552
+ | 0.0634 | 16.1613 | 1002 | 0.9435 | 0.1301 | 0.9435 | 0.9714 |
553
+ | 0.0634 | 16.1935 | 1004 | 0.9570 | 0.1182 | 0.9570 | 0.9783 |
554
+ | 0.0634 | 16.2258 | 1006 | 0.9115 | 0.0991 | 0.9115 | 0.9547 |
555
+ | 0.0634 | 16.2581 | 1008 | 0.8740 | 0.1935 | 0.8740 | 0.9349 |
556
+ | 0.0634 | 16.2903 | 1010 | 0.8454 | 0.2436 | 0.8454 | 0.9194 |
557
+ | 0.0634 | 16.3226 | 1012 | 0.8479 | 0.2436 | 0.8479 | 0.9208 |
558
+ | 0.0634 | 16.3548 | 1014 | 0.8414 | 0.2436 | 0.8414 | 0.9173 |
559
+ | 0.0634 | 16.3871 | 1016 | 0.8500 | 0.1991 | 0.8500 | 0.9220 |
560
+ | 0.0634 | 16.4194 | 1018 | 0.9154 | 0.0888 | 0.9154 | 0.9568 |
561
+ | 0.0634 | 16.4516 | 1020 | 0.8988 | 0.0888 | 0.8988 | 0.9481 |
562
+ | 0.0634 | 16.4839 | 1022 | 0.8144 | 0.2131 | 0.8144 | 0.9025 |
563
+ | 0.0634 | 16.5161 | 1024 | 0.7682 | 0.2626 | 0.7682 | 0.8765 |
564
+ | 0.0634 | 16.5484 | 1026 | 0.7535 | 0.2626 | 0.7535 | 0.8680 |
565
+ | 0.0634 | 16.5806 | 1028 | 0.8110 | 0.1329 | 0.8110 | 0.9006 |
566
+ | 0.0634 | 16.6129 | 1030 | 0.8868 | 0.1551 | 0.8868 | 0.9417 |
567
+ | 0.0634 | 16.6452 | 1032 | 0.9728 | 0.1390 | 0.9728 | 0.9863 |
568
+ | 0.0634 | 16.6774 | 1034 | 0.9700 | 0.1390 | 0.9700 | 0.9849 |
569
+ | 0.0634 | 16.7097 | 1036 | 0.9075 | 0.0951 | 0.9075 | 0.9526 |
570
+ | 0.0634 | 16.7419 | 1038 | 0.8235 | 0.1387 | 0.8235 | 0.9075 |
571
+ | 0.0634 | 16.7742 | 1040 | 0.7940 | 0.2544 | 0.7940 | 0.8911 |
572
+ | 0.0634 | 16.8065 | 1042 | 0.7835 | 0.2009 | 0.7835 | 0.8852 |
573
+ | 0.0634 | 16.8387 | 1044 | 0.7709 | 0.1943 | 0.7709 | 0.8780 |
574
+ | 0.0634 | 16.8710 | 1046 | 0.7478 | 0.1627 | 0.7478 | 0.8647 |
575
+ | 0.0634 | 16.9032 | 1048 | 0.7271 | 0.2258 | 0.7271 | 0.8527 |
576
+ | 0.0634 | 16.9355 | 1050 | 0.7095 | 0.2258 | 0.7095 | 0.8423 |
577
+ | 0.0634 | 16.9677 | 1052 | 0.6992 | 0.2339 | 0.6992 | 0.8362 |
578
+ | 0.0634 | 17.0 | 1054 | 0.7349 | 0.2180 | 0.7349 | 0.8573 |
579
+ | 0.0634 | 17.0323 | 1056 | 0.7603 | 0.1440 | 0.7603 | 0.8720 |
580
+ | 0.0634 | 17.0645 | 1058 | 0.7698 | 0.1047 | 0.7698 | 0.8774 |
581
+ | 0.0634 | 17.0968 | 1060 | 0.8066 | 0.1387 | 0.8066 | 0.8981 |
582
+ | 0.0634 | 17.1290 | 1062 | 0.8831 | 0.0793 | 0.8831 | 0.9397 |
583
+ | 0.0634 | 17.1613 | 1064 | 0.8978 | 0.0755 | 0.8978 | 0.9475 |
584
+ | 0.0634 | 17.1935 | 1066 | 0.9150 | 0.1106 | 0.9150 | 0.9565 |
585
+ | 0.0634 | 17.2258 | 1068 | 0.9757 | 0.1148 | 0.9757 | 0.9878 |
586
+ | 0.0634 | 17.2581 | 1070 | 0.9514 | 0.1399 | 0.9514 | 0.9754 |
587
+ | 0.0634 | 17.2903 | 1072 | 0.9164 | 0.1149 | 0.9164 | 0.9573 |
588
+ | 0.0634 | 17.3226 | 1074 | 0.8230 | 0.1387 | 0.8230 | 0.9072 |
589
+ | 0.0634 | 17.3548 | 1076 | 0.7595 | 0.2544 | 0.7595 | 0.8715 |
590
+ | 0.0634 | 17.3871 | 1078 | 0.7501 | 0.1943 | 0.7501 | 0.8661 |
591
+ | 0.0634 | 17.4194 | 1080 | 0.7666 | 0.1387 | 0.7666 | 0.8755 |
592
+ | 0.0634 | 17.4516 | 1082 | 0.8001 | 0.1387 | 0.8001 | 0.8945 |
593
+ | 0.0634 | 17.4839 | 1084 | 0.7934 | 0.1387 | 0.7934 | 0.8908 |
594
+ | 0.0634 | 17.5161 | 1086 | 0.7990 | 0.1387 | 0.7990 | 0.8939 |
595
+ | 0.0634 | 17.5484 | 1088 | 0.8357 | 0.1387 | 0.8357 | 0.9142 |
596
+ | 0.0634 | 17.5806 | 1090 | 0.9460 | 0.0918 | 0.9460 | 0.9726 |
597
+ | 0.0634 | 17.6129 | 1092 | 0.9996 | 0.1390 | 0.9996 | 0.9998 |
598
+ | 0.0634 | 17.6452 | 1094 | 1.0479 | 0.0735 | 1.0479 | 1.0237 |
599
+ | 0.0634 | 17.6774 | 1096 | 1.0095 | 0.0508 | 1.0095 | 1.0048 |
600
+ | 0.0634 | 17.7097 | 1098 | 0.9224 | 0.0986 | 0.9224 | 0.9604 |
601
+ | 0.0634 | 17.7419 | 1100 | 0.8241 | 0.1149 | 0.8241 | 0.9078 |
602
+ | 0.0634 | 17.7742 | 1102 | 0.7386 | 0.2009 | 0.7386 | 0.8594 |
603
+ | 0.0634 | 17.8065 | 1104 | 0.7105 | 0.1444 | 0.7105 | 0.8429 |
604
+ | 0.0634 | 17.8387 | 1106 | 0.7392 | 0.1413 | 0.7392 | 0.8597 |
605
+ | 0.0634 | 17.8710 | 1108 | 0.7376 | 0.1751 | 0.7376 | 0.8588 |
606
+ | 0.0634 | 17.9032 | 1110 | 0.7493 | 0.2009 | 0.7493 | 0.8656 |
607
+ | 0.0634 | 17.9355 | 1112 | 0.7925 | 0.1329 | 0.7925 | 0.8902 |
608
+ | 0.0634 | 17.9677 | 1114 | 0.8172 | 0.1235 | 0.8172 | 0.9040 |
609
+ | 0.0634 | 18.0 | 1116 | 0.8112 | 0.1190 | 0.8112 | 0.9007 |
610
+ | 0.0634 | 18.0323 | 1118 | 0.7775 | 0.1387 | 0.7775 | 0.8817 |
611
+ | 0.0634 | 18.0645 | 1120 | 0.7795 | 0.1387 | 0.7795 | 0.8829 |
612
+ | 0.0634 | 18.0968 | 1122 | 0.7709 | 0.1440 | 0.7709 | 0.8780 |
613
+ | 0.0634 | 18.1290 | 1124 | 0.7580 | 0.1440 | 0.7580 | 0.8706 |
614
+ | 0.0634 | 18.1613 | 1126 | 0.7548 | 0.2009 | 0.7548 | 0.8688 |
615
+ | 0.0634 | 18.1935 | 1128 | 0.7504 | 0.1751 | 0.7504 | 0.8662 |
616
+ | 0.0634 | 18.2258 | 1130 | 0.7457 | 0.1751 | 0.7457 | 0.8635 |
617
+ | 0.0634 | 18.2581 | 1132 | 0.7420 | 0.1787 | 0.7420 | 0.8614 |
618
+ | 0.0634 | 18.2903 | 1134 | 0.7793 | 0.1859 | 0.7793 | 0.8828 |
619
+ | 0.0634 | 18.3226 | 1136 | 0.8026 | 0.1621 | 0.8026 | 0.8959 |
620
+ | 0.0634 | 18.3548 | 1138 | 0.8255 | 0.1467 | 0.8255 | 0.9086 |
621
+ | 0.0634 | 18.3871 | 1140 | 0.8346 | 0.1780 | 0.8346 | 0.9135 |
622
+ | 0.0634 | 18.4194 | 1142 | 0.8698 | 0.1780 | 0.8698 | 0.9326 |
623
+ | 0.0634 | 18.4516 | 1144 | 0.8919 | 0.1684 | 0.8919 | 0.9444 |
624
+ | 0.0634 | 18.4839 | 1146 | 0.8683 | 0.1780 | 0.8683 | 0.9318 |
625
+ | 0.0634 | 18.5161 | 1148 | 0.8241 | 0.1467 | 0.8241 | 0.9078 |
626
+ | 0.0634 | 18.5484 | 1150 | 0.8407 | 0.1467 | 0.8407 | 0.9169 |
627
+ | 0.0634 | 18.5806 | 1152 | 0.8738 | 0.1467 | 0.8738 | 0.9348 |
628
+ | 0.0634 | 18.6129 | 1154 | 0.8856 | 0.1422 | 0.8856 | 0.9411 |
629
+ | 0.0634 | 18.6452 | 1156 | 0.8717 | 0.1422 | 0.8717 | 0.9336 |
630
+ | 0.0634 | 18.6774 | 1158 | 0.8807 | 0.1980 | 0.8807 | 0.9384 |
631
+ | 0.0634 | 18.7097 | 1160 | 0.8330 | 0.1422 | 0.8330 | 0.9127 |
632
+ | 0.0634 | 18.7419 | 1162 | 0.7615 | 0.1621 | 0.7615 | 0.8726 |
633
+ | 0.0634 | 18.7742 | 1164 | 0.7439 | 0.1742 | 0.7439 | 0.8625 |
634
+ | 0.0634 | 18.8065 | 1166 | 0.7518 | 0.1742 | 0.7518 | 0.8671 |
635
+ | 0.0634 | 18.8387 | 1168 | 0.7842 | 0.1621 | 0.7842 | 0.8856 |
636
+ | 0.0634 | 18.8710 | 1170 | 0.8321 | 0.1731 | 0.8321 | 0.9122 |
637
+ | 0.0634 | 18.9032 | 1172 | 0.8935 | 0.1551 | 0.8935 | 0.9453 |
638
+ | 0.0634 | 18.9355 | 1174 | 0.9160 | 0.1551 | 0.9160 | 0.9571 |
639
+ | 0.0634 | 18.9677 | 1176 | 0.8425 | 0.1467 | 0.8425 | 0.9179 |
640
+ | 0.0634 | 19.0 | 1178 | 0.7656 | 0.2626 | 0.7656 | 0.8750 |
641
+ | 0.0634 | 19.0323 | 1180 | 0.7698 | 0.1807 | 0.7698 | 0.8774 |
642
+ | 0.0634 | 19.0645 | 1182 | 0.7711 | 0.1807 | 0.7711 | 0.8781 |
643
+ | 0.0634 | 19.0968 | 1184 | 0.7761 | 0.1807 | 0.7761 | 0.8809 |
644
+ | 0.0634 | 19.1290 | 1186 | 0.8353 | 0.1935 | 0.8353 | 0.9140 |
645
+ | 0.0634 | 19.1613 | 1188 | 0.9545 | 0.1551 | 0.9545 | 0.9770 |
646
+ | 0.0634 | 19.1935 | 1190 | 0.9805 | 0.1468 | 0.9805 | 0.9902 |
647
+ | 0.0634 | 19.2258 | 1192 | 0.9606 | 0.1468 | 0.9606 | 0.9801 |
648
+ | 0.0634 | 19.2581 | 1194 | 0.8833 | 0.1731 | 0.8833 | 0.9398 |
649
+ | 0.0634 | 19.2903 | 1196 | 0.8119 | 0.1935 | 0.8119 | 0.9011 |
650
+ | 0.0634 | 19.3226 | 1198 | 0.7815 | 0.2070 | 0.7815 | 0.8840 |
651
+ | 0.0634 | 19.3548 | 1200 | 0.7461 | 0.2431 | 0.7461 | 0.8638 |
652
+ | 0.0634 | 19.3871 | 1202 | 0.7516 | 0.2431 | 0.7516 | 0.8669 |
653
+ | 0.0634 | 19.4194 | 1204 | 0.7616 | 0.2431 | 0.7616 | 0.8727 |
654
+ | 0.0634 | 19.4516 | 1206 | 0.8285 | 0.1882 | 0.8285 | 0.9102 |
655
+ | 0.0634 | 19.4839 | 1208 | 0.9731 | 0.1746 | 0.9731 | 0.9864 |
656
+ | 0.0634 | 19.5161 | 1210 | 1.0405 | 0.1746 | 1.0405 | 1.0200 |
657
+ | 0.0634 | 19.5484 | 1212 | 1.0049 | 0.1746 | 1.0049 | 1.0024 |
658
+ | 0.0634 | 19.5806 | 1214 | 0.8583 | 0.1026 | 0.8583 | 0.9265 |
659
+ | 0.0634 | 19.6129 | 1216 | 0.7336 | 0.1943 | 0.7336 | 0.8565 |
660
+ | 0.0634 | 19.6452 | 1218 | 0.6929 | 0.1902 | 0.6929 | 0.8324 |
661
+ | 0.0634 | 19.6774 | 1220 | 0.7047 | 0.1444 | 0.7047 | 0.8395 |
662
+ | 0.0634 | 19.7097 | 1222 | 0.7012 | 0.1444 | 0.7012 | 0.8374 |
663
+ | 0.0634 | 19.7419 | 1224 | 0.6855 | 0.1379 | 0.6855 | 0.8279 |
664
+ | 0.0634 | 19.7742 | 1226 | 0.6832 | 0.1379 | 0.6832 | 0.8266 |
665
+ | 0.0634 | 19.8065 | 1228 | 0.7045 | 0.1691 | 0.7045 | 0.8394 |
666
+ | 0.0634 | 19.8387 | 1230 | 0.7957 | 0.0909 | 0.7957 | 0.8920 |
667
+ | 0.0634 | 19.8710 | 1232 | 0.8888 | 0.0748 | 0.8888 | 0.9428 |
668
+ | 0.0634 | 19.9032 | 1234 | 0.9265 | 0.0676 | 0.9265 | 0.9626 |
669
+ | 0.0634 | 19.9355 | 1236 | 0.9068 | 0.0748 | 0.9068 | 0.9522 |
670
+ | 0.0634 | 19.9677 | 1238 | 0.8891 | 0.1196 | 0.8891 | 0.9429 |
671
+ | 0.0634 | 20.0 | 1240 | 0.9481 | 0.0748 | 0.9481 | 0.9737 |
672
+ | 0.0634 | 20.0323 | 1242 | 1.0613 | -0.0571 | 1.0613 | 1.0302 |
673
+ | 0.0634 | 20.0645 | 1244 | 1.1281 | -0.0628 | 1.1281 | 1.0621 |
674
+ | 0.0634 | 20.0968 | 1246 | 0.9892 | -0.0182 | 0.9892 | 0.9946 |
675
+ | 0.0634 | 20.1290 | 1248 | 0.8727 | 0.0748 | 0.8727 | 0.9342 |
676
 
677
 
678
  ### Framework versions