Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
3f44956
·
verified ·
1 Parent(s): 7d38413

End of training

Browse files
Files changed (1) hide show
  1. README.md +260 -294
README.md CHANGED
@@ -15,10 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
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: 1.3825
19
- - Qwk: 0.1017
20
- - Mse: 1.3825
21
- - Rmse: 1.1758
22
 
23
  ## Model description
24
 
@@ -49,296 +49,262 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0909 | 2 | 2.5035 | -0.0449 | 2.5035 | 1.5823 |
53
- | No log | 0.1818 | 4 | 1.3059 | 0.1573 | 1.3059 | 1.1428 |
54
- | No log | 0.2727 | 6 | 1.0969 | -0.0970 | 1.0969 | 1.0473 |
55
- | No log | 0.3636 | 8 | 1.0872 | 0.0094 | 1.0872 | 1.0427 |
56
- | No log | 0.4545 | 10 | 1.0467 | -0.0152 | 1.0467 | 1.0231 |
57
- | No log | 0.5455 | 12 | 0.8598 | 0.0053 | 0.8598 | 0.9273 |
58
- | No log | 0.6364 | 14 | 0.9718 | 0.1304 | 0.9718 | 0.9858 |
59
- | No log | 0.7273 | 16 | 1.0077 | 0.0974 | 1.0077 | 1.0038 |
60
- | No log | 0.8182 | 18 | 0.9163 | 0.1786 | 0.9163 | 0.9572 |
61
- | No log | 0.9091 | 20 | 0.9129 | -0.0426 | 0.9129 | 0.9555 |
62
- | No log | 1.0 | 22 | 0.9207 | -0.0426 | 0.9207 | 0.9595 |
63
- | No log | 1.0909 | 24 | 0.9107 | -0.0426 | 0.9107 | 0.9543 |
64
- | No log | 1.1818 | 26 | 0.8756 | 0.0265 | 0.8756 | 0.9357 |
65
- | No log | 1.2727 | 28 | 0.9505 | 0.1332 | 0.9505 | 0.9749 |
66
- | No log | 1.3636 | 30 | 0.9610 | 0.1914 | 0.9610 | 0.9803 |
67
- | No log | 1.4545 | 32 | 0.7881 | 0.2857 | 0.7881 | 0.8878 |
68
- | No log | 1.5455 | 34 | 0.7092 | 0.0798 | 0.7092 | 0.8422 |
69
- | No log | 1.6364 | 36 | 0.7086 | 0.0798 | 0.7086 | 0.8418 |
70
- | No log | 1.7273 | 38 | 0.7196 | 0.1617 | 0.7196 | 0.8483 |
71
- | No log | 1.8182 | 40 | 0.7433 | 0.2145 | 0.7433 | 0.8621 |
72
- | No log | 1.9091 | 42 | 0.7259 | 0.1807 | 0.7259 | 0.8520 |
73
- | No log | 2.0 | 44 | 0.7070 | 0.1094 | 0.7070 | 0.8408 |
74
- | No log | 2.0909 | 46 | 0.7258 | 0.2718 | 0.7258 | 0.8519 |
75
- | No log | 2.1818 | 48 | 0.8341 | 0.3234 | 0.8341 | 0.9133 |
76
- | No log | 2.2727 | 50 | 0.9924 | 0.1178 | 0.9924 | 0.9962 |
77
- | No log | 2.3636 | 52 | 1.0168 | 0.0927 | 1.0168 | 1.0084 |
78
- | No log | 2.4545 | 54 | 0.8923 | 0.2173 | 0.8923 | 0.9446 |
79
- | No log | 2.5455 | 56 | 0.9708 | 0.2810 | 0.9708 | 0.9853 |
80
- | No log | 2.6364 | 58 | 1.0902 | 0.1591 | 1.0902 | 1.0441 |
81
- | No log | 2.7273 | 60 | 1.3464 | 0.1337 | 1.3464 | 1.1603 |
82
- | No log | 2.8182 | 62 | 1.2341 | 0.1042 | 1.2341 | 1.1109 |
83
- | No log | 2.9091 | 64 | 0.9269 | 0.1914 | 0.9269 | 0.9628 |
84
- | No log | 3.0 | 66 | 0.8231 | 0.0643 | 0.8231 | 0.9073 |
85
- | No log | 3.0909 | 68 | 0.7981 | 0.1648 | 0.7981 | 0.8933 |
86
- | No log | 3.1818 | 70 | 0.8476 | 0.2409 | 0.8476 | 0.9207 |
87
- | No log | 3.2727 | 72 | 0.9478 | 0.1243 | 0.9478 | 0.9735 |
88
- | No log | 3.3636 | 74 | 1.0474 | 0.1662 | 1.0474 | 1.0234 |
89
- | No log | 3.4545 | 76 | 1.1097 | 0.1233 | 1.1097 | 1.0534 |
90
- | No log | 3.5455 | 78 | 1.2128 | 0.1849 | 1.2128 | 1.1013 |
91
- | No log | 3.6364 | 80 | 1.3268 | 0.2353 | 1.3268 | 1.1519 |
92
- | No log | 3.7273 | 82 | 1.1298 | 0.2075 | 1.1298 | 1.0629 |
93
- | No log | 3.8182 | 84 | 1.0402 | 0.1277 | 1.0402 | 1.0199 |
94
- | No log | 3.9091 | 86 | 1.2514 | 0.1896 | 1.2514 | 1.1187 |
95
- | No log | 4.0 | 88 | 1.5758 | 0.1237 | 1.5758 | 1.2553 |
96
- | No log | 4.0909 | 90 | 1.6252 | 0.0770 | 1.6252 | 1.2748 |
97
- | No log | 4.1818 | 92 | 1.5256 | 0.1212 | 1.5256 | 1.2352 |
98
- | No log | 4.2727 | 94 | 1.4311 | 0.0905 | 1.4311 | 1.1963 |
99
- | No log | 4.3636 | 96 | 1.3273 | 0.1222 | 1.3273 | 1.1521 |
100
- | No log | 4.4545 | 98 | 1.3377 | 0.1196 | 1.3377 | 1.1566 |
101
- | No log | 4.5455 | 100 | 1.4112 | 0.0475 | 1.4112 | 1.1879 |
102
- | No log | 4.6364 | 102 | 1.3373 | 0.0766 | 1.3373 | 1.1564 |
103
- | No log | 4.7273 | 104 | 1.3000 | 0.1018 | 1.3000 | 1.1402 |
104
- | No log | 4.8182 | 106 | 1.4536 | 0.0613 | 1.4536 | 1.2057 |
105
- | No log | 4.9091 | 108 | 1.6483 | 0.0911 | 1.6483 | 1.2839 |
106
- | No log | 5.0 | 110 | 1.6022 | 0.0396 | 1.6022 | 1.2658 |
107
- | No log | 5.0909 | 112 | 1.6362 | 0.0396 | 1.6362 | 1.2791 |
108
- | No log | 5.1818 | 114 | 1.4891 | 0.0531 | 1.4891 | 1.2203 |
109
- | No log | 5.2727 | 116 | 1.4946 | 0.0325 | 1.4946 | 1.2225 |
110
- | No log | 5.3636 | 118 | 1.6456 | 0.0748 | 1.6456 | 1.2828 |
111
- | No log | 5.4545 | 120 | 1.7079 | 0.1022 | 1.7079 | 1.3069 |
112
- | No log | 5.5455 | 122 | 1.5984 | 0.0909 | 1.5984 | 1.2643 |
113
- | No log | 5.6364 | 124 | 1.4323 | 0.0041 | 1.4323 | 1.1968 |
114
- | No log | 5.7273 | 126 | 1.2847 | 0.0947 | 1.2847 | 1.1334 |
115
- | No log | 5.8182 | 128 | 1.3030 | 0.1147 | 1.3030 | 1.1415 |
116
- | No log | 5.9091 | 130 | 1.3501 | 0.1648 | 1.3501 | 1.1619 |
117
- | No log | 6.0 | 132 | 1.4713 | 0.1099 | 1.4713 | 1.2130 |
118
- | No log | 6.0909 | 134 | 1.7683 | 0.0909 | 1.7683 | 1.3298 |
119
- | No log | 6.1818 | 136 | 1.7933 | 0.0909 | 1.7933 | 1.3391 |
120
- | No log | 6.2727 | 138 | 1.6131 | 0.0613 | 1.6131 | 1.2701 |
121
- | No log | 6.3636 | 140 | 1.5381 | 0.0457 | 1.5381 | 1.2402 |
122
- | No log | 6.4545 | 142 | 1.5744 | 0.0578 | 1.5744 | 1.2548 |
123
- | No log | 6.5455 | 144 | 1.5538 | 0.0608 | 1.5538 | 1.2465 |
124
- | No log | 6.6364 | 146 | 1.4613 | 0.0903 | 1.4613 | 1.2088 |
125
- | No log | 6.7273 | 148 | 1.3872 | 0.1067 | 1.3872 | 1.1778 |
126
- | No log | 6.8182 | 150 | 1.3656 | 0.0810 | 1.3656 | 1.1686 |
127
- | No log | 6.9091 | 152 | 1.3885 | 0.1018 | 1.3885 | 1.1783 |
128
- | No log | 7.0 | 154 | 1.3097 | 0.1172 | 1.3097 | 1.1444 |
129
- | No log | 7.0909 | 156 | 1.2617 | 0.1200 | 1.2617 | 1.1233 |
130
- | No log | 7.1818 | 158 | 1.2124 | 0.0750 | 1.2124 | 1.1011 |
131
- | No log | 7.2727 | 160 | 1.1983 | 0.0774 | 1.1983 | 1.0947 |
132
- | No log | 7.3636 | 162 | 1.1643 | 0.0983 | 1.1643 | 1.0790 |
133
- | No log | 7.4545 | 164 | 1.2510 | 0.0842 | 1.2510 | 1.1185 |
134
- | No log | 7.5455 | 166 | 1.3965 | 0.0855 | 1.3965 | 1.1817 |
135
- | No log | 7.6364 | 168 | 1.4336 | 0.1196 | 1.4336 | 1.1973 |
136
- | No log | 7.7273 | 170 | 1.2613 | 0.1599 | 1.2613 | 1.1231 |
137
- | No log | 7.8182 | 172 | 1.1485 | 0.1356 | 1.1485 | 1.0717 |
138
- | No log | 7.9091 | 174 | 1.1320 | 0.2017 | 1.1320 | 1.0639 |
139
- | No log | 8.0 | 176 | 1.1777 | 0.1638 | 1.1777 | 1.0852 |
140
- | No log | 8.0909 | 178 | 1.2485 | 0.1772 | 1.2485 | 1.1174 |
141
- | No log | 8.1818 | 180 | 1.2934 | 0.0994 | 1.2934 | 1.1373 |
142
- | No log | 8.2727 | 182 | 1.4202 | 0.1147 | 1.4202 | 1.1917 |
143
- | No log | 8.3636 | 184 | 1.3789 | 0.1198 | 1.3789 | 1.1743 |
144
- | No log | 8.4545 | 186 | 1.3361 | 0.1251 | 1.3361 | 1.1559 |
145
- | No log | 8.5455 | 188 | 1.4023 | 0.0993 | 1.4023 | 1.1842 |
146
- | No log | 8.6364 | 190 | 1.4553 | 0.1368 | 1.4553 | 1.2064 |
147
- | No log | 8.7273 | 192 | 1.4424 | 0.1368 | 1.4424 | 1.2010 |
148
- | No log | 8.8182 | 194 | 1.3077 | 0.1422 | 1.3077 | 1.1436 |
149
- | No log | 8.9091 | 196 | 1.2182 | 0.1203 | 1.2182 | 1.1037 |
150
- | No log | 9.0 | 198 | 1.1014 | 0.0241 | 1.1014 | 1.0495 |
151
- | No log | 9.0909 | 200 | 1.0064 | 0.0683 | 1.0064 | 1.0032 |
152
- | No log | 9.1818 | 202 | 0.9884 | 0.1672 | 0.9884 | 0.9942 |
153
- | No log | 9.2727 | 204 | 1.1074 | 0.0390 | 1.1074 | 1.0523 |
154
- | No log | 9.3636 | 206 | 1.2677 | 0.0399 | 1.2677 | 1.1259 |
155
- | No log | 9.4545 | 208 | 1.3922 | 0.0994 | 1.3922 | 1.1799 |
156
- | No log | 9.5455 | 210 | 1.4325 | 0.0112 | 1.4325 | 1.1969 |
157
- | No log | 9.6364 | 212 | 1.3959 | -0.0095 | 1.3959 | 1.1815 |
158
- | No log | 9.7273 | 214 | 1.3772 | 0.0362 | 1.3772 | 1.1736 |
159
- | No log | 9.8182 | 216 | 1.2623 | 0.0005 | 1.2623 | 1.1235 |
160
- | No log | 9.9091 | 218 | 1.1912 | -0.0210 | 1.1912 | 1.0914 |
161
- | No log | 10.0 | 220 | 1.1394 | -0.0474 | 1.1394 | 1.0674 |
162
- | No log | 10.0909 | 222 | 1.1178 | -0.0120 | 1.1178 | 1.0572 |
163
- | No log | 10.1818 | 224 | 1.2500 | 0.0480 | 1.2500 | 1.1180 |
164
- | No log | 10.2727 | 226 | 1.3983 | 0.0184 | 1.3983 | 1.1825 |
165
- | No log | 10.3636 | 228 | 1.3993 | 0.0184 | 1.3993 | 1.1829 |
166
- | No log | 10.4545 | 230 | 1.3830 | 0.0184 | 1.3830 | 1.1760 |
167
- | No log | 10.5455 | 232 | 1.3203 | -0.0290 | 1.3203 | 1.1490 |
168
- | No log | 10.6364 | 234 | 1.2607 | -0.0270 | 1.2607 | 1.1228 |
169
- | No log | 10.7273 | 236 | 1.2492 | -0.0290 | 1.2492 | 1.1177 |
170
- | No log | 10.8182 | 238 | 1.2316 | 0.0694 | 1.2316 | 1.1098 |
171
- | No log | 10.9091 | 240 | 1.2645 | 0.0419 | 1.2645 | 1.1245 |
172
- | No log | 11.0 | 242 | 1.1899 | 0.0741 | 1.1899 | 1.0908 |
173
- | No log | 11.0909 | 244 | 1.1222 | 0.1029 | 1.1222 | 1.0593 |
174
- | No log | 11.1818 | 246 | 1.1323 | 0.0765 | 1.1323 | 1.0641 |
175
- | No log | 11.2727 | 248 | 1.1724 | 0.0510 | 1.1724 | 1.0828 |
176
- | No log | 11.3636 | 250 | 1.1580 | 0.0553 | 1.1580 | 1.0761 |
177
- | No log | 11.4545 | 252 | 1.2623 | 0.0660 | 1.2623 | 1.1235 |
178
- | No log | 11.5455 | 254 | 1.4422 | 0.0745 | 1.4422 | 1.2009 |
179
- | No log | 11.6364 | 256 | 1.4800 | 0.0704 | 1.4800 | 1.2166 |
180
- | No log | 11.7273 | 258 | 1.3308 | 0.0654 | 1.3308 | 1.1536 |
181
- | No log | 11.8182 | 260 | 1.1516 | -0.0792 | 1.1516 | 1.0731 |
182
- | No log | 11.9091 | 262 | 1.1112 | 0.0196 | 1.1112 | 1.0541 |
183
- | No log | 12.0 | 264 | 1.1588 | 0.0218 | 1.1588 | 1.0765 |
184
- | No log | 12.0909 | 266 | 1.2170 | 0.0390 | 1.2170 | 1.1032 |
185
- | No log | 12.1818 | 268 | 1.3455 | 0.0398 | 1.3455 | 1.1600 |
186
- | No log | 12.2727 | 270 | 1.5473 | 0.0277 | 1.5473 | 1.2439 |
187
- | No log | 12.3636 | 272 | 1.4836 | 0.0724 | 1.4836 | 1.2180 |
188
- | No log | 12.4545 | 274 | 1.3747 | 0.1175 | 1.3747 | 1.1725 |
189
- | No log | 12.5455 | 276 | 1.3676 | 0.1175 | 1.3676 | 1.1694 |
190
- | No log | 12.6364 | 278 | 1.3095 | 0.1175 | 1.3095 | 1.1443 |
191
- | No log | 12.7273 | 280 | 1.2880 | 0.1147 | 1.2880 | 1.1349 |
192
- | No log | 12.8182 | 282 | 1.2486 | 0.1175 | 1.2486 | 1.1174 |
193
- | No log | 12.9091 | 284 | 1.1601 | 0.0812 | 1.1601 | 1.0771 |
194
- | No log | 13.0 | 286 | 1.1632 | 0.0866 | 1.1632 | 1.0785 |
195
- | No log | 13.0909 | 288 | 1.2852 | 0.0948 | 1.2852 | 1.1337 |
196
- | No log | 13.1818 | 290 | 1.4863 | 0.1170 | 1.4863 | 1.2191 |
197
- | No log | 13.2727 | 292 | 1.4927 | 0.1549 | 1.4927 | 1.2218 |
198
- | No log | 13.3636 | 294 | 1.4522 | 0.1122 | 1.4522 | 1.2051 |
199
- | No log | 13.4545 | 296 | 1.3576 | 0.1099 | 1.3576 | 1.1652 |
200
- | No log | 13.5455 | 298 | 1.0805 | 0.1428 | 1.0805 | 1.0395 |
201
- | No log | 13.6364 | 300 | 0.9541 | 0.2308 | 0.9541 | 0.9768 |
202
- | No log | 13.7273 | 302 | 0.9144 | 0.2574 | 0.9144 | 0.9562 |
203
- | No log | 13.8182 | 304 | 0.9661 | 0.3425 | 0.9661 | 0.9829 |
204
- | No log | 13.9091 | 306 | 1.0802 | 0.1671 | 1.0802 | 1.0393 |
205
- | No log | 14.0 | 308 | 1.3211 | 0.0898 | 1.3211 | 1.1494 |
206
- | No log | 14.0909 | 310 | 1.4750 | 0.1053 | 1.4750 | 1.2145 |
207
- | No log | 14.1818 | 312 | 1.5150 | 0.1418 | 1.5150 | 1.2308 |
208
- | No log | 14.2727 | 314 | 1.3828 | 0.1122 | 1.3828 | 1.1759 |
209
- | No log | 14.3636 | 316 | 1.1921 | 0.1175 | 1.1921 | 1.0918 |
210
- | No log | 14.4545 | 318 | 1.0056 | 0.1955 | 1.0056 | 1.0028 |
211
- | No log | 14.5455 | 320 | 0.9135 | 0.2440 | 0.9135 | 0.9558 |
212
- | No log | 14.6364 | 322 | 0.9292 | 0.2722 | 0.9292 | 0.9639 |
213
- | No log | 14.7273 | 324 | 1.0370 | 0.1671 | 1.0370 | 1.0184 |
214
- | No log | 14.8182 | 326 | 1.2532 | 0.1280 | 1.2532 | 1.1195 |
215
- | No log | 14.9091 | 328 | 1.4346 | 0.0839 | 1.4346 | 1.1977 |
216
- | No log | 15.0 | 330 | 1.4291 | 0.0839 | 1.4291 | 1.1954 |
217
- | No log | 15.0909 | 332 | 1.3281 | 0.1099 | 1.3281 | 1.1524 |
218
- | No log | 15.1818 | 334 | 1.1748 | 0.1337 | 1.1748 | 1.0839 |
219
- | No log | 15.2727 | 336 | 1.1456 | 0.0688 | 1.1456 | 1.0703 |
220
- | No log | 15.3636 | 338 | 1.1177 | 0.0688 | 1.1177 | 1.0572 |
221
- | No log | 15.4545 | 340 | 1.1638 | 0.1341 | 1.1638 | 1.0788 |
222
- | No log | 15.5455 | 342 | 1.2006 | 0.1341 | 1.2006 | 1.0957 |
223
- | No log | 15.6364 | 344 | 1.1721 | 0.0688 | 1.1721 | 1.0827 |
224
- | No log | 15.7273 | 346 | 1.1012 | 0.1001 | 1.1012 | 1.0494 |
225
- | No log | 15.8182 | 348 | 1.0998 | 0.1001 | 1.0998 | 1.0487 |
226
- | No log | 15.9091 | 350 | 1.1779 | 0.0688 | 1.1779 | 1.0853 |
227
- | No log | 16.0 | 352 | 1.3511 | 0.0803 | 1.3511 | 1.1624 |
228
- | No log | 16.0909 | 354 | 1.4597 | 0.0290 | 1.4597 | 1.2082 |
229
- | No log | 16.1818 | 356 | 1.4373 | 0.0564 | 1.4373 | 1.1989 |
230
- | No log | 16.2727 | 358 | 1.3491 | -0.0102 | 1.3491 | 1.1615 |
231
- | No log | 16.3636 | 360 | 1.2224 | 0.0188 | 1.2224 | 1.1056 |
232
- | No log | 16.4545 | 362 | 1.2357 | -0.0102 | 1.2357 | 1.1116 |
233
- | No log | 16.5455 | 364 | 1.3243 | 0.0389 | 1.3243 | 1.1508 |
234
- | No log | 16.6364 | 366 | 1.5546 | 0.0715 | 1.5546 | 1.2469 |
235
- | No log | 16.7273 | 368 | 1.6850 | 0.0715 | 1.6850 | 1.2981 |
236
- | No log | 16.8182 | 370 | 1.5932 | 0.0715 | 1.5932 | 1.2622 |
237
- | No log | 16.9091 | 372 | 1.4125 | 0.0351 | 1.4125 | 1.1885 |
238
- | No log | 17.0 | 374 | 1.2749 | -0.0369 | 1.2749 | 1.1291 |
239
- | No log | 17.0909 | 376 | 1.2671 | 0.0120 | 1.2671 | 1.1256 |
240
- | No log | 17.1818 | 378 | 1.3347 | 0.0799 | 1.3347 | 1.1553 |
241
- | No log | 17.2727 | 380 | 1.3592 | 0.0776 | 1.3592 | 1.1659 |
242
- | No log | 17.3636 | 382 | 1.2378 | 0.1041 | 1.2378 | 1.1126 |
243
- | No log | 17.4545 | 384 | 1.0747 | 0.1028 | 1.0747 | 1.0367 |
244
- | No log | 17.5455 | 386 | 0.9881 | 0.2147 | 0.9881 | 0.9940 |
245
- | No log | 17.6364 | 388 | 1.0095 | 0.1535 | 1.0095 | 1.0047 |
246
- | No log | 17.7273 | 390 | 1.0520 | 0.1949 | 1.0520 | 1.0257 |
247
- | No log | 17.8182 | 392 | 1.1579 | 0.1002 | 1.1579 | 1.0761 |
248
- | No log | 17.9091 | 394 | 1.2375 | 0.0439 | 1.2375 | 1.1124 |
249
- | No log | 18.0 | 396 | 1.3108 | 0.0179 | 1.3108 | 1.1449 |
250
- | No log | 18.0909 | 398 | 1.3258 | 0.0447 | 1.3258 | 1.1514 |
251
- | No log | 18.1818 | 400 | 1.4085 | 0.0557 | 1.4085 | 1.1868 |
252
- | No log | 18.2727 | 402 | 1.4460 | 0.0519 | 1.4460 | 1.2025 |
253
- | No log | 18.3636 | 404 | 1.3937 | 0.1017 | 1.3937 | 1.1806 |
254
- | No log | 18.4545 | 406 | 1.2215 | 0.1093 | 1.2215 | 1.1052 |
255
- | No log | 18.5455 | 408 | 1.0780 | 0.1747 | 1.0780 | 1.0383 |
256
- | No log | 18.6364 | 410 | 1.0530 | 0.1499 | 1.0530 | 1.0262 |
257
- | No log | 18.7273 | 412 | 1.0168 | 0.1243 | 1.0168 | 1.0084 |
258
- | No log | 18.8182 | 414 | 1.0830 | 0.1394 | 1.0830 | 1.0407 |
259
- | No log | 18.9091 | 416 | 1.2527 | 0.1367 | 1.2527 | 1.1192 |
260
- | No log | 19.0 | 418 | 1.4418 | 0.1717 | 1.4418 | 1.2008 |
261
- | No log | 19.0909 | 420 | 1.6129 | 0.0825 | 1.6129 | 1.2700 |
262
- | No log | 19.1818 | 422 | 1.5030 | 0.1368 | 1.5030 | 1.2260 |
263
- | No log | 19.2727 | 424 | 1.3488 | 0.1550 | 1.3488 | 1.1614 |
264
- | No log | 19.3636 | 426 | 1.1363 | 0.1235 | 1.1363 | 1.0660 |
265
- | No log | 19.4545 | 428 | 1.0157 | 0.1990 | 1.0157 | 1.0078 |
266
- | No log | 19.5455 | 430 | 1.0010 | 0.1949 | 1.0010 | 1.0005 |
267
- | No log | 19.6364 | 432 | 1.0525 | 0.1599 | 1.0525 | 1.0259 |
268
- | No log | 19.7273 | 434 | 1.0545 | 0.1564 | 1.0545 | 1.0269 |
269
- | No log | 19.8182 | 436 | 1.0405 | 0.1635 | 1.0405 | 1.0200 |
270
- | No log | 19.9091 | 438 | 1.1236 | 0.2006 | 1.1236 | 1.0600 |
271
- | No log | 20.0 | 440 | 1.2296 | 0.1574 | 1.2296 | 1.1089 |
272
- | No log | 20.0909 | 442 | 1.3414 | 0.1224 | 1.3414 | 1.1582 |
273
- | No log | 20.1818 | 444 | 1.3683 | 0.1198 | 1.3683 | 1.1697 |
274
- | No log | 20.2727 | 446 | 1.2488 | 0.1895 | 1.2488 | 1.1175 |
275
- | No log | 20.3636 | 448 | 1.0333 | 0.3170 | 1.0333 | 1.0165 |
276
- | No log | 20.4545 | 450 | 0.9192 | 0.1628 | 0.9192 | 0.9588 |
277
- | No log | 20.5455 | 452 | 0.9164 | 0.1628 | 0.9164 | 0.9573 |
278
- | No log | 20.6364 | 454 | 0.9911 | 0.3347 | 0.9911 | 0.9955 |
279
- | No log | 20.7273 | 456 | 1.1558 | 0.2223 | 1.1558 | 1.0751 |
280
- | No log | 20.8182 | 458 | 1.3567 | 0.1099 | 1.3567 | 1.1648 |
281
- | No log | 20.9091 | 460 | 1.4374 | 0.1099 | 1.4374 | 1.1989 |
282
- | No log | 21.0 | 462 | 1.3888 | 0.0923 | 1.3888 | 1.1785 |
283
- | No log | 21.0909 | 464 | 1.2526 | 0.1646 | 1.2526 | 1.1192 |
284
- | No log | 21.1818 | 466 | 1.1753 | 0.0741 | 1.1753 | 1.0841 |
285
- | No log | 21.2727 | 468 | 1.1698 | 0.1029 | 1.1698 | 1.0816 |
286
- | No log | 21.3636 | 470 | 1.1862 | 0.1002 | 1.1862 | 1.0891 |
287
- | No log | 21.4545 | 472 | 1.1337 | 0.1599 | 1.1337 | 1.0648 |
288
- | No log | 21.5455 | 474 | 1.1320 | 0.1944 | 1.1320 | 1.0640 |
289
- | No log | 21.6364 | 476 | 1.1706 | 0.2160 | 1.1706 | 1.0819 |
290
- | No log | 21.7273 | 478 | 1.1782 | 0.1997 | 1.1782 | 1.0855 |
291
- | No log | 21.8182 | 480 | 1.1292 | 0.1895 | 1.1292 | 1.0626 |
292
- | No log | 21.9091 | 482 | 1.1151 | 0.1497 | 1.1151 | 1.0560 |
293
- | No log | 22.0 | 484 | 1.1066 | 0.1599 | 1.1066 | 1.0519 |
294
- | No log | 22.0909 | 486 | 1.1082 | 0.1671 | 1.1082 | 1.0527 |
295
- | No log | 22.1818 | 488 | 1.1398 | 0.1490 | 1.1398 | 1.0676 |
296
- | No log | 22.2727 | 490 | 1.2456 | 0.1791 | 1.2456 | 1.1160 |
297
- | No log | 22.3636 | 492 | 1.2628 | 0.1397 | 1.2628 | 1.1237 |
298
- | No log | 22.4545 | 494 | 1.1988 | 0.1233 | 1.1988 | 1.0949 |
299
- | No log | 22.5455 | 496 | 1.1221 | 0.1028 | 1.1221 | 1.0593 |
300
- | No log | 22.6364 | 498 | 1.0710 | 0.1530 | 1.0710 | 1.0349 |
301
- | 0.2762 | 22.7273 | 500 | 1.0673 | 0.1758 | 1.0673 | 1.0331 |
302
- | 0.2762 | 22.8182 | 502 | 1.0690 | 0.1795 | 1.0690 | 1.0339 |
303
- | 0.2762 | 22.9091 | 504 | 1.1225 | 0.1530 | 1.1225 | 1.0595 |
304
- | 0.2762 | 23.0 | 506 | 1.1292 | 0.1832 | 1.1292 | 1.0627 |
305
- | 0.2762 | 23.0909 | 508 | 1.1383 | 0.1328 | 1.1383 | 1.0669 |
306
- | 0.2762 | 23.1818 | 510 | 1.1818 | 0.1523 | 1.1818 | 1.0871 |
307
- | 0.2762 | 23.2727 | 512 | 1.2670 | 0.1758 | 1.2670 | 1.1256 |
308
- | 0.2762 | 23.3636 | 514 | 1.3052 | 0.1758 | 1.3052 | 1.1424 |
309
- | 0.2762 | 23.4545 | 516 | 1.2866 | 0.1758 | 1.2866 | 1.1343 |
310
- | 0.2762 | 23.5455 | 518 | 1.2081 | 0.1871 | 1.2081 | 1.0991 |
311
- | 0.2762 | 23.6364 | 520 | 1.0908 | 0.1870 | 1.0908 | 1.0444 |
312
- | 0.2762 | 23.7273 | 522 | 0.9841 | 0.2463 | 0.9841 | 0.9920 |
313
- | 0.2762 | 23.8182 | 524 | 0.9610 | 0.2982 | 0.9610 | 0.9803 |
314
- | 0.2762 | 23.9091 | 526 | 1.0440 | 0.1990 | 1.0440 | 1.0218 |
315
- | 0.2762 | 24.0 | 528 | 1.1460 | 0.1791 | 1.1460 | 1.0705 |
316
- | 0.2762 | 24.0909 | 530 | 1.2663 | 0.1589 | 1.2663 | 1.1253 |
317
- | 0.2762 | 24.1818 | 532 | 1.2937 | 0.1589 | 1.2937 | 1.1374 |
318
- | 0.2762 | 24.2727 | 534 | 1.2178 | 0.1589 | 1.2178 | 1.1035 |
319
- | 0.2762 | 24.3636 | 536 | 1.0543 | 0.1328 | 1.0543 | 1.0268 |
320
- | 0.2762 | 24.4545 | 538 | 0.9288 | 0.2982 | 0.9288 | 0.9637 |
321
- | 0.2762 | 24.5455 | 540 | 0.8883 | 0.3564 | 0.8883 | 0.9425 |
322
- | 0.2762 | 24.6364 | 542 | 0.9142 | 0.3564 | 0.9142 | 0.9561 |
323
- | 0.2762 | 24.7273 | 544 | 0.9711 | 0.2358 | 0.9711 | 0.9854 |
324
- | 0.2762 | 24.8182 | 546 | 1.0791 | 0.2910 | 1.0791 | 1.0388 |
325
- | 0.2762 | 24.9091 | 548 | 1.1914 | 0.2184 | 1.1914 | 1.0915 |
326
- | 0.2762 | 25.0 | 550 | 1.2603 | 0.1815 | 1.2603 | 1.1226 |
327
- | 0.2762 | 25.0909 | 552 | 1.2494 | 0.1931 | 1.2494 | 1.1178 |
328
- | 0.2762 | 25.1818 | 554 | 1.2345 | 0.1458 | 1.2345 | 1.1111 |
329
- | 0.2762 | 25.2727 | 556 | 1.2001 | 0.2223 | 1.2001 | 1.0955 |
330
- | 0.2762 | 25.3636 | 558 | 1.1782 | 0.2145 | 1.1782 | 1.0854 |
331
- | 0.2762 | 25.4545 | 560 | 1.1737 | 0.2184 | 1.1737 | 1.0834 |
332
- | 0.2762 | 25.5455 | 562 | 1.1475 | 0.2683 | 1.1475 | 1.0712 |
333
- | 0.2762 | 25.6364 | 564 | 1.1684 | 0.2522 | 1.1684 | 1.0809 |
334
- | 0.2762 | 25.7273 | 566 | 1.2442 | 0.2184 | 1.2442 | 1.1154 |
335
- | 0.2762 | 25.8182 | 568 | 1.2301 | 0.1713 | 1.2301 | 1.1091 |
336
- | 0.2762 | 25.9091 | 570 | 1.1815 | 0.1909 | 1.1815 | 1.0870 |
337
- | 0.2762 | 26.0 | 572 | 1.1725 | 0.1394 | 1.1725 | 1.0828 |
338
- | 0.2762 | 26.0909 | 574 | 1.1774 | 0.0866 | 1.1774 | 1.0851 |
339
- | 0.2762 | 26.1818 | 576 | 1.2801 | 0.0671 | 1.2801 | 1.1314 |
340
- | 0.2762 | 26.2727 | 578 | 1.3907 | 0.1017 | 1.3907 | 1.1793 |
341
- | 0.2762 | 26.3636 | 580 | 1.3825 | 0.1017 | 1.3825 | 1.1758 |
342
 
343
 
344
  ### Framework versions
 
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: 1.3001
19
+ - Qwk: 0.0766
20
+ - Mse: 1.3001
21
+ - Rmse: 1.1402
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.7494 | 0.0761 | 2.7494 | 1.6581 |
53
+ | No log | 0.1818 | 4 | 1.7283 | -0.1199 | 1.7283 | 1.3147 |
54
+ | No log | 0.2727 | 6 | 1.6211 | -0.2977 | 1.6211 | 1.2732 |
55
+ | No log | 0.3636 | 8 | 1.5290 | -0.2129 | 1.5290 | 1.2365 |
56
+ | No log | 0.4545 | 10 | 1.6487 | -0.4348 | 1.6487 | 1.2840 |
57
+ | No log | 0.5455 | 12 | 1.5285 | -0.4601 | 1.5285 | 1.2363 |
58
+ | No log | 0.6364 | 14 | 1.4101 | -0.3765 | 1.4101 | 1.1875 |
59
+ | No log | 0.7273 | 16 | 1.1772 | 0.0623 | 1.1772 | 1.0850 |
60
+ | No log | 0.8182 | 18 | 0.8844 | 0.1777 | 0.8844 | 0.9404 |
61
+ | No log | 0.9091 | 20 | 0.7280 | 0.2449 | 0.7280 | 0.8532 |
62
+ | No log | 1.0 | 22 | 0.7509 | 0.3173 | 0.7509 | 0.8665 |
63
+ | No log | 1.0909 | 24 | 0.6567 | 0.2522 | 0.6567 | 0.8104 |
64
+ | No log | 1.1818 | 26 | 0.7445 | 0.2007 | 0.7445 | 0.8628 |
65
+ | No log | 1.2727 | 28 | 0.9096 | 0.0573 | 0.9096 | 0.9537 |
66
+ | No log | 1.3636 | 30 | 0.9108 | -0.0500 | 0.9108 | 0.9544 |
67
+ | No log | 1.4545 | 32 | 0.8777 | -0.0500 | 0.8777 | 0.9368 |
68
+ | No log | 1.5455 | 34 | 0.8498 | 0.0717 | 0.8498 | 0.9218 |
69
+ | No log | 1.6364 | 36 | 0.9051 | 0.2012 | 0.9051 | 0.9514 |
70
+ | No log | 1.7273 | 38 | 0.9115 | 0.1914 | 0.9115 | 0.9547 |
71
+ | No log | 1.8182 | 40 | 0.8761 | 0.1359 | 0.8761 | 0.9360 |
72
+ | No log | 1.9091 | 42 | 0.8180 | -0.0027 | 0.8180 | 0.9045 |
73
+ | No log | 2.0 | 44 | 0.7614 | 0.0 | 0.7614 | 0.8726 |
74
+ | No log | 2.0909 | 46 | 0.7229 | 0.0 | 0.7229 | 0.8502 |
75
+ | No log | 2.1818 | 48 | 0.7271 | 0.1786 | 0.7271 | 0.8527 |
76
+ | No log | 2.2727 | 50 | 0.7149 | 0.2142 | 0.7149 | 0.8455 |
77
+ | No log | 2.3636 | 52 | 0.7073 | 0.1699 | 0.7073 | 0.8410 |
78
+ | No log | 2.4545 | 54 | 0.9125 | 0.2810 | 0.9125 | 0.9552 |
79
+ | No log | 2.5455 | 56 | 1.0816 | -0.0047 | 1.0816 | 1.0400 |
80
+ | No log | 2.6364 | 58 | 1.1241 | -0.0382 | 1.1241 | 1.0603 |
81
+ | No log | 2.7273 | 60 | 1.1968 | -0.0449 | 1.1968 | 1.0940 |
82
+ | No log | 2.8182 | 62 | 1.1816 | -0.0744 | 1.1816 | 1.0870 |
83
+ | No log | 2.9091 | 64 | 1.1364 | -0.0336 | 1.1364 | 1.0660 |
84
+ | No log | 3.0 | 66 | 1.1755 | -0.0963 | 1.1755 | 1.0842 |
85
+ | No log | 3.0909 | 68 | 1.2048 | -0.0870 | 1.2048 | 1.0976 |
86
+ | No log | 3.1818 | 70 | 1.1442 | 0.0448 | 1.1442 | 1.0697 |
87
+ | No log | 3.2727 | 72 | 1.1629 | -0.0216 | 1.1629 | 1.0784 |
88
+ | No log | 3.3636 | 74 | 1.2910 | 0.1341 | 1.2910 | 1.1362 |
89
+ | No log | 3.4545 | 76 | 1.1987 | 0.1621 | 1.1987 | 1.0949 |
90
+ | No log | 3.5455 | 78 | 1.0201 | 0.2141 | 1.0201 | 1.0100 |
91
+ | No log | 3.6364 | 80 | 0.8514 | 0.1718 | 0.8514 | 0.9227 |
92
+ | No log | 3.7273 | 82 | 0.9388 | -0.1170 | 0.9388 | 0.9689 |
93
+ | No log | 3.8182 | 84 | 1.2028 | -0.2298 | 1.2028 | 1.0967 |
94
+ | No log | 3.9091 | 86 | 1.2205 | -0.2760 | 1.2205 | 1.1047 |
95
+ | No log | 4.0 | 88 | 1.1116 | -0.2167 | 1.1116 | 1.0543 |
96
+ | No log | 4.0909 | 90 | 1.0714 | 0.0513 | 1.0714 | 1.0351 |
97
+ | No log | 4.1818 | 92 | 1.1577 | 0.1394 | 1.1577 | 1.0760 |
98
+ | No log | 4.2727 | 94 | 1.3597 | 0.1621 | 1.3597 | 1.1661 |
99
+ | No log | 4.3636 | 96 | 1.5099 | 0.1200 | 1.5099 | 1.2288 |
100
+ | No log | 4.4545 | 98 | 1.5212 | 0.0736 | 1.5212 | 1.2334 |
101
+ | No log | 4.5455 | 100 | 1.3727 | 0.0557 | 1.3727 | 1.1716 |
102
+ | No log | 4.6364 | 102 | 1.2072 | 0.0736 | 1.2072 | 1.0987 |
103
+ | No log | 4.7273 | 104 | 1.1340 | -0.0703 | 1.1340 | 1.0649 |
104
+ | No log | 4.8182 | 106 | 1.1183 | 0.0405 | 1.1183 | 1.0575 |
105
+ | No log | 4.9091 | 108 | 1.1296 | 0.2000 | 1.1296 | 1.0628 |
106
+ | No log | 5.0 | 110 | 1.1817 | 0.2141 | 1.1817 | 1.0871 |
107
+ | No log | 5.0909 | 112 | 1.1927 | 0.2045 | 1.1927 | 1.0921 |
108
+ | No log | 5.1818 | 114 | 1.0936 | 0.2392 | 1.0936 | 1.0457 |
109
+ | No log | 5.2727 | 116 | 1.1196 | 0.1935 | 1.1196 | 1.0581 |
110
+ | No log | 5.3636 | 118 | 1.1656 | 0.2032 | 1.1656 | 1.0796 |
111
+ | No log | 5.4545 | 120 | 1.2094 | 0.0553 | 1.2094 | 1.0997 |
112
+ | No log | 5.5455 | 122 | 1.1308 | 0.1277 | 1.1308 | 1.0634 |
113
+ | No log | 5.6364 | 124 | 1.1378 | 0.1086 | 1.1378 | 1.0667 |
114
+ | No log | 5.7273 | 126 | 1.1728 | 0.1530 | 1.1728 | 1.0830 |
115
+ | No log | 5.8182 | 128 | 1.2614 | 0.1120 | 1.2614 | 1.1231 |
116
+ | No log | 5.9091 | 130 | 1.3745 | 0.0948 | 1.3745 | 1.1724 |
117
+ | No log | 6.0 | 132 | 1.2651 | 0.0975 | 1.2651 | 1.1248 |
118
+ | No log | 6.0909 | 134 | 1.4311 | 0.1479 | 1.4311 | 1.1963 |
119
+ | No log | 6.1818 | 136 | 1.6462 | 0.0990 | 1.6462 | 1.2831 |
120
+ | No log | 6.2727 | 138 | 1.7929 | 0.1289 | 1.7929 | 1.3390 |
121
+ | No log | 6.3636 | 140 | 1.7328 | 0.1695 | 1.7328 | 1.3164 |
122
+ | No log | 6.4545 | 142 | 1.4171 | 0.0745 | 1.4171 | 1.1904 |
123
+ | No log | 6.5455 | 144 | 1.1528 | 0.2059 | 1.1528 | 1.0737 |
124
+ | No log | 6.6364 | 146 | 0.9464 | 0.3294 | 0.9464 | 0.9728 |
125
+ | No log | 6.7273 | 148 | 0.8959 | 0.3169 | 0.8959 | 0.9465 |
126
+ | No log | 6.8182 | 150 | 0.9153 | 0.3425 | 0.9153 | 0.9567 |
127
+ | No log | 6.9091 | 152 | 1.0224 | 0.2601 | 1.0224 | 1.0111 |
128
+ | No log | 7.0 | 154 | 1.0550 | 0.2601 | 1.0550 | 1.0271 |
129
+ | No log | 7.0909 | 156 | 0.9665 | 0.3294 | 0.9665 | 0.9831 |
130
+ | No log | 7.1818 | 158 | 0.9940 | 0.2105 | 0.9940 | 0.9970 |
131
+ | No log | 7.2727 | 160 | 1.1529 | 0.1896 | 1.1529 | 1.0737 |
132
+ | No log | 7.3636 | 162 | 1.3341 | 0.1093 | 1.3341 | 1.1550 |
133
+ | No log | 7.4545 | 164 | 1.4984 | 0.0055 | 1.4984 | 1.2241 |
134
+ | No log | 7.5455 | 166 | 1.4011 | 0.0570 | 1.4011 | 1.1837 |
135
+ | No log | 7.6364 | 168 | 1.1385 | 0.1591 | 1.1385 | 1.0670 |
136
+ | No log | 7.7273 | 170 | 1.0604 | 0.2323 | 1.0604 | 1.0297 |
137
+ | No log | 7.8182 | 172 | 1.0948 | 0.2278 | 1.0948 | 1.0463 |
138
+ | No log | 7.9091 | 174 | 1.0645 | 0.2278 | 1.0645 | 1.0318 |
139
+ | No log | 8.0 | 176 | 1.0284 | 0.2651 | 1.0284 | 1.0141 |
140
+ | No log | 8.0909 | 178 | 1.0563 | 0.2086 | 1.0563 | 1.0278 |
141
+ | No log | 8.1818 | 180 | 1.1959 | 0.1146 | 1.1959 | 1.0936 |
142
+ | No log | 8.2727 | 182 | 1.4195 | 0.0293 | 1.4195 | 1.1914 |
143
+ | No log | 8.3636 | 184 | 1.4573 | 0.0054 | 1.4573 | 1.2072 |
144
+ | No log | 8.4545 | 186 | 1.3217 | 0.0570 | 1.3217 | 1.1496 |
145
+ | No log | 8.5455 | 188 | 1.1753 | 0.1671 | 1.1753 | 1.0841 |
146
+ | No log | 8.6364 | 190 | 1.2249 | 0.1392 | 1.2249 | 1.1067 |
147
+ | No log | 8.7273 | 192 | 1.3701 | 0.0570 | 1.3701 | 1.1705 |
148
+ | No log | 8.8182 | 194 | 1.6773 | 0.0632 | 1.6773 | 1.2951 |
149
+ | No log | 8.9091 | 196 | 1.8189 | 0.0719 | 1.8189 | 1.3487 |
150
+ | No log | 9.0 | 198 | 1.6964 | 0.0842 | 1.6964 | 1.3025 |
151
+ | No log | 9.0909 | 200 | 1.4296 | 0.0806 | 1.4296 | 1.1956 |
152
+ | No log | 9.1818 | 202 | 1.2814 | 0.1453 | 1.2814 | 1.1320 |
153
+ | No log | 9.2727 | 204 | 1.2658 | 0.0746 | 1.2658 | 1.1251 |
154
+ | No log | 9.3636 | 206 | 1.3701 | 0.0829 | 1.3701 | 1.1705 |
155
+ | No log | 9.4545 | 208 | 1.4182 | 0.0531 | 1.4182 | 1.1909 |
156
+ | No log | 9.5455 | 210 | 1.4962 | 0.0493 | 1.4962 | 1.2232 |
157
+ | No log | 9.6364 | 212 | 1.5903 | 0.0664 | 1.5903 | 1.2611 |
158
+ | No log | 9.7273 | 214 | 1.4762 | 0.0475 | 1.4762 | 1.2150 |
159
+ | No log | 9.8182 | 216 | 1.3171 | 0.1121 | 1.3171 | 1.1477 |
160
+ | No log | 9.9091 | 218 | 1.1493 | 0.1497 | 1.1493 | 1.0720 |
161
+ | No log | 10.0 | 220 | 1.0590 | 0.2141 | 1.0590 | 1.0291 |
162
+ | No log | 10.0909 | 222 | 0.9487 | 0.2995 | 0.9487 | 0.9740 |
163
+ | No log | 10.1818 | 224 | 0.9971 | 0.3170 | 0.9971 | 0.9986 |
164
+ | No log | 10.2727 | 226 | 0.9974 | 0.2939 | 0.9974 | 0.9987 |
165
+ | No log | 10.3636 | 228 | 1.0539 | 0.2392 | 1.0539 | 1.0266 |
166
+ | No log | 10.4545 | 230 | 1.1042 | 0.1490 | 1.1042 | 1.0508 |
167
+ | No log | 10.5455 | 232 | 1.2232 | 0.1363 | 1.2232 | 1.1060 |
168
+ | No log | 10.6364 | 234 | 1.2338 | 0.1363 | 1.2338 | 1.1108 |
169
+ | No log | 10.7273 | 236 | 1.1849 | 0.1427 | 1.1849 | 1.0885 |
170
+ | No log | 10.8182 | 238 | 1.0787 | 0.1784 | 1.0787 | 1.0386 |
171
+ | No log | 10.9091 | 240 | 1.0813 | 0.2141 | 1.0813 | 1.0398 |
172
+ | No log | 11.0 | 242 | 1.0887 | 0.2306 | 1.0887 | 1.0434 |
173
+ | No log | 11.0909 | 244 | 0.9250 | 0.3516 | 0.9250 | 0.9618 |
174
+ | No log | 11.1818 | 246 | 0.8000 | 0.3972 | 0.8000 | 0.8944 |
175
+ | No log | 11.2727 | 248 | 0.8085 | 0.3712 | 0.8085 | 0.8992 |
176
+ | No log | 11.3636 | 250 | 0.9372 | 0.3347 | 0.9372 | 0.9681 |
177
+ | No log | 11.4545 | 252 | 1.1135 | 0.1599 | 1.1135 | 1.0552 |
178
+ | No log | 11.5455 | 254 | 1.1907 | 0.1599 | 1.1907 | 1.0912 |
179
+ | No log | 11.6364 | 256 | 1.2079 | 0.1422 | 1.2079 | 1.0990 |
180
+ | No log | 11.7273 | 258 | 1.1042 | 0.1993 | 1.1042 | 1.0508 |
181
+ | No log | 11.8182 | 260 | 1.0691 | 0.1699 | 1.0691 | 1.0340 |
182
+ | No log | 11.9091 | 262 | 1.1401 | 0.1591 | 1.1401 | 1.0677 |
183
+ | No log | 12.0 | 264 | 1.2329 | 0.1146 | 1.2329 | 1.1103 |
184
+ | No log | 12.0909 | 266 | 1.3505 | 0.0591 | 1.3505 | 1.1621 |
185
+ | No log | 12.1818 | 268 | 1.4194 | 0.0300 | 1.4194 | 1.1914 |
186
+ | No log | 12.2727 | 270 | 1.3718 | 0.0627 | 1.3718 | 1.1712 |
187
+ | No log | 12.3636 | 272 | 1.2856 | 0.0898 | 1.2856 | 1.1338 |
188
+ | No log | 12.4545 | 274 | 1.3107 | 0.0852 | 1.3107 | 1.1448 |
189
+ | No log | 12.5455 | 276 | 1.2669 | 0.0995 | 1.2669 | 1.1256 |
190
+ | No log | 12.6364 | 278 | 1.1473 | 0.1784 | 1.1473 | 1.0711 |
191
+ | No log | 12.7273 | 280 | 1.1866 | 0.1599 | 1.1866 | 1.0893 |
192
+ | No log | 12.8182 | 282 | 1.1424 | 0.1873 | 1.1424 | 1.0688 |
193
+ | No log | 12.9091 | 284 | 1.0103 | 0.2730 | 1.0103 | 1.0051 |
194
+ | No log | 13.0 | 286 | 1.0348 | 0.2437 | 1.0348 | 1.0173 |
195
+ | No log | 13.0909 | 288 | 1.1503 | 0.1704 | 1.1503 | 1.0725 |
196
+ | No log | 13.1818 | 290 | 1.3693 | 0.0728 | 1.3693 | 1.1702 |
197
+ | No log | 13.2727 | 292 | 1.4371 | 0.0728 | 1.4371 | 1.1988 |
198
+ | No log | 13.3636 | 294 | 1.5419 | 0.0637 | 1.5419 | 1.2417 |
199
+ | No log | 13.4545 | 296 | 1.6514 | 0.0948 | 1.6514 | 1.2851 |
200
+ | No log | 13.5455 | 298 | 1.5160 | 0.0493 | 1.5160 | 1.2312 |
201
+ | No log | 13.6364 | 300 | 1.2508 | 0.1205 | 1.2508 | 1.1184 |
202
+ | No log | 13.7273 | 302 | 1.0832 | 0.2141 | 1.0832 | 1.0408 |
203
+ | No log | 13.8182 | 304 | 1.0939 | 0.1832 | 1.0939 | 1.0459 |
204
+ | No log | 13.9091 | 306 | 1.1799 | 0.1497 | 1.1799 | 1.0862 |
205
+ | No log | 14.0 | 308 | 1.2442 | 0.1148 | 1.2442 | 1.1155 |
206
+ | No log | 14.0909 | 310 | 1.3234 | 0.1148 | 1.3234 | 1.1504 |
207
+ | No log | 14.1818 | 312 | 1.2760 | 0.1148 | 1.2760 | 1.1296 |
208
+ | No log | 14.2727 | 314 | 1.1740 | 0.1795 | 1.1740 | 1.0835 |
209
+ | No log | 14.3636 | 316 | 1.0644 | 0.2782 | 1.0644 | 1.0317 |
210
+ | No log | 14.4545 | 318 | 1.0476 | 0.2601 | 1.0476 | 1.0235 |
211
+ | No log | 14.5455 | 320 | 1.1283 | 0.1832 | 1.1283 | 1.0622 |
212
+ | No log | 14.6364 | 322 | 1.2493 | 0.0611 | 1.2493 | 1.1177 |
213
+ | No log | 14.7273 | 324 | 1.3754 | 0.0027 | 1.3754 | 1.1728 |
214
+ | No log | 14.8182 | 326 | 1.3807 | 0.0715 | 1.3807 | 1.1750 |
215
+ | No log | 14.9091 | 328 | 1.2441 | 0.0870 | 1.2441 | 1.1154 |
216
+ | No log | 15.0 | 330 | 1.0774 | 0.1530 | 1.0774 | 1.0380 |
217
+ | No log | 15.0909 | 332 | 0.9907 | 0.2703 | 0.9907 | 0.9953 |
218
+ | No log | 15.1818 | 334 | 0.9502 | 0.2615 | 0.9502 | 0.9748 |
219
+ | No log | 15.2727 | 336 | 0.9830 | 0.2164 | 0.9830 | 0.9914 |
220
+ | No log | 15.3636 | 338 | 1.0659 | 0.2552 | 1.0659 | 1.0324 |
221
+ | No log | 15.4545 | 340 | 1.1463 | 0.1530 | 1.1463 | 1.0707 |
222
+ | No log | 15.5455 | 342 | 1.1128 | 0.1832 | 1.1128 | 1.0549 |
223
+ | No log | 15.6364 | 344 | 1.0720 | 0.2141 | 1.0720 | 1.0354 |
224
+ | No log | 15.7273 | 346 | 1.1263 | 0.1832 | 1.1263 | 1.0613 |
225
+ | No log | 15.8182 | 348 | 1.1593 | 0.1530 | 1.1593 | 1.0767 |
226
+ | No log | 15.9091 | 350 | 1.1074 | 0.1116 | 1.1074 | 1.0523 |
227
+ | No log | 16.0 | 352 | 1.0500 | 0.1787 | 1.0500 | 1.0247 |
228
+ | No log | 16.0909 | 354 | 1.0366 | 0.1573 | 1.0366 | 1.0181 |
229
+ | No log | 16.1818 | 356 | 1.1347 | 0.1870 | 1.1347 | 1.0652 |
230
+ | No log | 16.2727 | 358 | 1.2650 | 0.1175 | 1.2650 | 1.1247 |
231
+ | No log | 16.3636 | 360 | 1.3396 | 0.0605 | 1.3396 | 1.1574 |
232
+ | No log | 16.4545 | 362 | 1.2932 | 0.0873 | 1.2932 | 1.1372 |
233
+ | No log | 16.5455 | 364 | 1.2261 | 0.1795 | 1.2261 | 1.1073 |
234
+ | No log | 16.6364 | 366 | 1.1565 | 0.1795 | 1.1565 | 1.0754 |
235
+ | No log | 16.7273 | 368 | 1.1256 | 0.1832 | 1.1256 | 1.0609 |
236
+ | No log | 16.8182 | 370 | 1.2098 | 0.1427 | 1.2098 | 1.0999 |
237
+ | No log | 16.9091 | 372 | 1.3658 | 0.0806 | 1.3658 | 1.1687 |
238
+ | No log | 17.0 | 374 | 1.4407 | 0.0948 | 1.4407 | 1.2003 |
239
+ | No log | 17.0909 | 376 | 1.5045 | 0.0669 | 1.5045 | 1.2266 |
240
+ | No log | 17.1818 | 378 | 1.3347 | 0.0806 | 1.3347 | 1.1553 |
241
+ | No log | 17.2727 | 380 | 1.0597 | 0.2183 | 1.0597 | 1.0294 |
242
+ | No log | 17.3636 | 382 | 1.0221 | 0.2183 | 1.0221 | 1.0110 |
243
+ | No log | 17.4545 | 384 | 1.0769 | 0.2183 | 1.0769 | 1.0377 |
244
+ | No log | 17.5455 | 386 | 1.2035 | 0.1401 | 1.2035 | 1.0970 |
245
+ | No log | 17.6364 | 388 | 1.2084 | 0.1371 | 1.2084 | 1.0993 |
246
+ | No log | 17.7273 | 390 | 1.1152 | 0.2282 | 1.1152 | 1.0560 |
247
+ | No log | 17.8182 | 392 | 0.9951 | 0.2782 | 0.9951 | 0.9975 |
248
+ | No log | 17.9091 | 394 | 0.8459 | 0.3991 | 0.8459 | 0.9197 |
249
+ | No log | 18.0 | 396 | 0.7750 | 0.3387 | 0.7750 | 0.8803 |
250
+ | No log | 18.0909 | 398 | 0.7714 | 0.3673 | 0.7714 | 0.8783 |
251
+ | No log | 18.1818 | 400 | 0.8248 | 0.4067 | 0.8248 | 0.9082 |
252
+ | No log | 18.2727 | 402 | 0.9589 | 0.2504 | 0.9589 | 0.9792 |
253
+ | No log | 18.3636 | 404 | 1.1727 | 0.1401 | 1.1727 | 1.0829 |
254
+ | No log | 18.4545 | 406 | 1.3140 | 0.1094 | 1.3140 | 1.1463 |
255
+ | No log | 18.5455 | 408 | 1.3300 | 0.1067 | 1.3300 | 1.1533 |
256
+ | No log | 18.6364 | 410 | 1.3236 | 0.1121 | 1.3236 | 1.1505 |
257
+ | No log | 18.7273 | 412 | 1.2350 | 0.1205 | 1.2350 | 1.1113 |
258
+ | No log | 18.8182 | 414 | 1.1126 | 0.2100 | 1.1126 | 1.0548 |
259
+ | No log | 18.9091 | 416 | 1.0774 | 0.2271 | 1.0774 | 1.0380 |
260
+ | No log | 19.0 | 418 | 1.0834 | 0.1116 | 1.0834 | 1.0409 |
261
+ | No log | 19.0909 | 420 | 1.1018 | 0.1147 | 1.1018 | 1.0496 |
262
+ | No log | 19.1818 | 422 | 1.2065 | 0.1530 | 1.2065 | 1.0984 |
263
+ | No log | 19.2727 | 424 | 1.4043 | 0.0283 | 1.4043 | 1.1851 |
264
+ | No log | 19.3636 | 426 | 1.5391 | 0.0027 | 1.5391 | 1.2406 |
265
+ | No log | 19.4545 | 428 | 1.5296 | 0.0027 | 1.5296 | 1.2368 |
266
+ | No log | 19.5455 | 430 | 1.4630 | 0.0027 | 1.4630 | 1.2096 |
267
+ | No log | 19.6364 | 432 | 1.3479 | 0.0544 | 1.3479 | 1.1610 |
268
+ | No log | 19.7273 | 434 | 1.2016 | 0.1205 | 1.2016 | 1.0962 |
269
+ | No log | 19.8182 | 436 | 1.1239 | 0.2227 | 1.1239 | 1.0602 |
270
+ | No log | 19.9091 | 438 | 1.1266 | 0.2552 | 1.1266 | 1.0614 |
271
+ | No log | 20.0 | 440 | 1.1907 | 0.1497 | 1.1907 | 1.0912 |
272
+ | No log | 20.0909 | 442 | 1.3201 | 0.0283 | 1.3201 | 1.1489 |
273
+ | No log | 20.1818 | 444 | 1.3934 | 0.0267 | 1.3934 | 1.1804 |
274
+ | No log | 20.2727 | 446 | 1.3605 | 0.0267 | 1.3605 | 1.1664 |
275
+ | No log | 20.3636 | 448 | 1.2566 | 0.1093 | 1.2566 | 1.1210 |
276
+ | No log | 20.4545 | 450 | 1.2544 | 0.0829 | 1.2544 | 1.1200 |
277
+ | No log | 20.5455 | 452 | 1.2554 | 0.0873 | 1.2554 | 1.1205 |
278
+ | No log | 20.6364 | 454 | 1.2274 | 0.0973 | 1.2274 | 1.1079 |
279
+ | No log | 20.7273 | 456 | 1.1965 | 0.0973 | 1.1965 | 1.0938 |
280
+ | No log | 20.8182 | 458 | 1.2096 | 0.0973 | 1.2096 | 1.0998 |
281
+ | No log | 20.9091 | 460 | 1.1750 | 0.1328 | 1.1750 | 1.0840 |
282
+ | No log | 21.0 | 462 | 1.1349 | 0.1635 | 1.1349 | 1.0653 |
283
+ | No log | 21.0909 | 464 | 1.1322 | 0.1635 | 1.1322 | 1.0640 |
284
+ | No log | 21.1818 | 466 | 1.1055 | 0.1671 | 1.1055 | 1.0514 |
285
+ | No log | 21.2727 | 468 | 1.1318 | 0.1360 | 1.1318 | 1.0639 |
286
+ | No log | 21.3636 | 470 | 1.2224 | 0.1001 | 1.2224 | 1.1056 |
287
+ | No log | 21.4545 | 472 | 1.3327 | 0.0822 | 1.3327 | 1.1544 |
288
+ | No log | 21.5455 | 474 | 1.3945 | 0.0754 | 1.3945 | 1.1809 |
289
+ | No log | 21.6364 | 476 | 1.3734 | 0.0776 | 1.3734 | 1.1719 |
290
+ | No log | 21.7273 | 478 | 1.2528 | 0.1205 | 1.2528 | 1.1193 |
291
+ | No log | 21.8182 | 480 | 1.1016 | 0.1949 | 1.1016 | 1.0496 |
292
+ | No log | 21.9091 | 482 | 1.0359 | 0.3051 | 1.0359 | 1.0178 |
293
+ | No log | 22.0 | 484 | 1.0321 | 0.3110 | 1.0321 | 1.0159 |
294
+ | No log | 22.0909 | 486 | 1.1003 | 0.2271 | 1.1003 | 1.0490 |
295
+ | No log | 22.1818 | 488 | 1.1728 | 0.1599 | 1.1728 | 1.0830 |
296
+ | No log | 22.2727 | 490 | 1.2849 | 0.1367 | 1.2849 | 1.1335 |
297
+ | No log | 22.3636 | 492 | 1.3351 | 0.1018 | 1.3351 | 1.1555 |
298
+ | No log | 22.4545 | 494 | 1.3587 | 0.0766 | 1.3587 | 1.1656 |
299
+ | No log | 22.5455 | 496 | 1.2877 | 0.1018 | 1.2877 | 1.1348 |
300
+ | No log | 22.6364 | 498 | 1.1274 | 0.1497 | 1.1274 | 1.0618 |
301
+ | 0.3383 | 22.7273 | 500 | 1.0010 | 0.3051 | 1.0010 | 1.0005 |
302
+ | 0.3383 | 22.8182 | 502 | 0.9378 | 0.3105 | 0.9378 | 0.9684 |
303
+ | 0.3383 | 22.9091 | 504 | 0.9557 | 0.2866 | 0.9557 | 0.9776 |
304
+ | 0.3383 | 23.0 | 506 | 1.0203 | 0.2651 | 1.0203 | 1.0101 |
305
+ | 0.3383 | 23.0909 | 508 | 1.1389 | 0.2006 | 1.1389 | 1.0672 |
306
+ | 0.3383 | 23.1818 | 510 | 1.2558 | 0.1018 | 1.2558 | 1.1206 |
307
+ | 0.3383 | 23.2727 | 512 | 1.3001 | 0.0766 | 1.3001 | 1.1402 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions