Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
d40b642
·
verified ·
1 Parent(s): 6e6866c

Training in progress, step 500

Browse files
Files changed (4) hide show
  1. README.md +523 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,523 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ base_model: aubmindlab/bert-base-arabertv02
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_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: 1.0889
19
+ - Qwk: 0.1641
20
+ - Mse: 1.0889
21
+ - Rmse: 1.0435
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 2e-05
41
+ - train_batch_size: 8
42
+ - eval_batch_size: 8
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 100
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0211 | 2 | 4.5804 | 0.0010 | 4.5804 | 2.1402 |
53
+ | No log | 0.0421 | 4 | 2.7322 | 0.0179 | 2.7322 | 1.6529 |
54
+ | No log | 0.0632 | 6 | 1.9816 | -0.0494 | 1.9816 | 1.4077 |
55
+ | No log | 0.0842 | 8 | 1.6352 | 0.0467 | 1.6352 | 1.2787 |
56
+ | No log | 0.1053 | 10 | 1.5270 | 0.0018 | 1.5270 | 1.2357 |
57
+ | No log | 0.1263 | 12 | 1.7507 | 0.0372 | 1.7507 | 1.3231 |
58
+ | No log | 0.1474 | 14 | 2.1811 | 0.0971 | 2.1811 | 1.4768 |
59
+ | No log | 0.1684 | 16 | 1.8834 | 0.0724 | 1.8834 | 1.3724 |
60
+ | No log | 0.1895 | 18 | 1.5149 | -0.0149 | 1.5149 | 1.2308 |
61
+ | No log | 0.2105 | 20 | 1.3916 | -0.0300 | 1.3916 | 1.1797 |
62
+ | No log | 0.2316 | 22 | 1.2968 | -0.0300 | 1.2968 | 1.1388 |
63
+ | No log | 0.2526 | 24 | 1.3055 | 0.0019 | 1.3055 | 1.1426 |
64
+ | No log | 0.2737 | 26 | 1.2728 | 0.1255 | 1.2728 | 1.1282 |
65
+ | No log | 0.2947 | 28 | 1.3405 | -0.0149 | 1.3405 | 1.1578 |
66
+ | No log | 0.3158 | 30 | 1.3706 | -0.0149 | 1.3706 | 1.1707 |
67
+ | No log | 0.3368 | 32 | 1.3275 | 0.0124 | 1.3275 | 1.1522 |
68
+ | No log | 0.3579 | 34 | 1.2610 | 0.0639 | 1.2610 | 1.1230 |
69
+ | No log | 0.3789 | 36 | 1.2620 | 0.1335 | 1.2620 | 1.1234 |
70
+ | No log | 0.4 | 38 | 1.2778 | 0.0586 | 1.2778 | 1.1304 |
71
+ | No log | 0.4211 | 40 | 1.2835 | 0.0516 | 1.2835 | 1.1329 |
72
+ | No log | 0.4421 | 42 | 1.2812 | 0.1918 | 1.2812 | 1.1319 |
73
+ | No log | 0.4632 | 44 | 1.3280 | 0.0573 | 1.3280 | 1.1524 |
74
+ | No log | 0.4842 | 46 | 1.6723 | -0.0066 | 1.6723 | 1.2932 |
75
+ | No log | 0.5053 | 48 | 1.9149 | 0.0 | 1.9149 | 1.3838 |
76
+ | No log | 0.5263 | 50 | 1.7927 | 0.0 | 1.7927 | 1.3389 |
77
+ | No log | 0.5474 | 52 | 1.5595 | 0.0339 | 1.5595 | 1.2488 |
78
+ | No log | 0.5684 | 54 | 1.4115 | 0.0124 | 1.4115 | 1.1881 |
79
+ | No log | 0.5895 | 56 | 1.2748 | 0.0984 | 1.2748 | 1.1291 |
80
+ | No log | 0.6105 | 58 | 1.2129 | 0.1747 | 1.2129 | 1.1013 |
81
+ | No log | 0.6316 | 60 | 1.1983 | 0.1903 | 1.1983 | 1.0947 |
82
+ | No log | 0.6526 | 62 | 1.1844 | 0.1553 | 1.1844 | 1.0883 |
83
+ | No log | 0.6737 | 64 | 1.2043 | 0.0990 | 1.2043 | 1.0974 |
84
+ | No log | 0.6947 | 66 | 1.2226 | 0.1021 | 1.2226 | 1.1057 |
85
+ | No log | 0.7158 | 68 | 1.2193 | 0.1601 | 1.2193 | 1.1042 |
86
+ | No log | 0.7368 | 70 | 1.2646 | 0.2424 | 1.2646 | 1.1246 |
87
+ | No log | 0.7579 | 72 | 1.3021 | 0.1203 | 1.3021 | 1.1411 |
88
+ | No log | 0.7789 | 74 | 1.3376 | 0.0731 | 1.3376 | 1.1566 |
89
+ | No log | 0.8 | 76 | 1.3277 | 0.0825 | 1.3277 | 1.1523 |
90
+ | No log | 0.8211 | 78 | 1.3205 | 0.1045 | 1.3205 | 1.1491 |
91
+ | No log | 0.8421 | 80 | 1.3847 | 0.1237 | 1.3847 | 1.1767 |
92
+ | No log | 0.8632 | 82 | 1.3048 | 0.1117 | 1.3048 | 1.1423 |
93
+ | No log | 0.8842 | 84 | 1.2180 | 0.2132 | 1.2180 | 1.1036 |
94
+ | No log | 0.9053 | 86 | 1.1894 | 0.2898 | 1.1894 | 1.0906 |
95
+ | No log | 0.9263 | 88 | 1.2324 | 0.2735 | 1.2324 | 1.1101 |
96
+ | No log | 0.9474 | 90 | 1.3308 | 0.1864 | 1.3308 | 1.1536 |
97
+ | No log | 0.9684 | 92 | 1.3144 | 0.2063 | 1.3144 | 1.1465 |
98
+ | No log | 0.9895 | 94 | 1.2673 | 0.1553 | 1.2673 | 1.1257 |
99
+ | No log | 1.0105 | 96 | 1.2708 | 0.0611 | 1.2708 | 1.1273 |
100
+ | No log | 1.0316 | 98 | 1.2726 | 0.0826 | 1.2726 | 1.1281 |
101
+ | No log | 1.0526 | 100 | 1.3968 | 0.1689 | 1.3968 | 1.1819 |
102
+ | No log | 1.0737 | 102 | 1.4440 | 0.1779 | 1.4440 | 1.2017 |
103
+ | No log | 1.0947 | 104 | 1.2920 | 0.2029 | 1.2920 | 1.1367 |
104
+ | No log | 1.1158 | 106 | 1.2587 | 0.1302 | 1.2587 | 1.1219 |
105
+ | No log | 1.1368 | 108 | 1.2368 | 0.1457 | 1.2368 | 1.1121 |
106
+ | No log | 1.1579 | 110 | 1.2696 | 0.1616 | 1.2696 | 1.1268 |
107
+ | No log | 1.1789 | 112 | 1.2185 | 0.1457 | 1.2185 | 1.1039 |
108
+ | No log | 1.2 | 114 | 1.2052 | 0.1397 | 1.2052 | 1.0978 |
109
+ | No log | 1.2211 | 116 | 1.1728 | 0.1140 | 1.1728 | 1.0830 |
110
+ | No log | 1.2421 | 118 | 1.1497 | 0.2212 | 1.1497 | 1.0722 |
111
+ | No log | 1.2632 | 120 | 1.1314 | 0.2893 | 1.1314 | 1.0637 |
112
+ | No log | 1.2842 | 122 | 1.1264 | 0.2915 | 1.1264 | 1.0613 |
113
+ | No log | 1.3053 | 124 | 1.1539 | 0.2310 | 1.1539 | 1.0742 |
114
+ | No log | 1.3263 | 126 | 1.3304 | 0.2549 | 1.3304 | 1.1534 |
115
+ | No log | 1.3474 | 128 | 1.4710 | 0.2401 | 1.4710 | 1.2128 |
116
+ | No log | 1.3684 | 130 | 1.3814 | 0.2885 | 1.3814 | 1.1753 |
117
+ | No log | 1.3895 | 132 | 1.1416 | 0.3661 | 1.1416 | 1.0684 |
118
+ | No log | 1.4105 | 134 | 1.3332 | 0.3281 | 1.3332 | 1.1546 |
119
+ | No log | 1.4316 | 136 | 1.3768 | 0.2599 | 1.3768 | 1.1734 |
120
+ | No log | 1.4526 | 138 | 1.2015 | 0.3590 | 1.2015 | 1.0962 |
121
+ | No log | 1.4737 | 140 | 1.3106 | 0.2558 | 1.3106 | 1.1448 |
122
+ | No log | 1.4947 | 142 | 1.4071 | 0.2366 | 1.4071 | 1.1862 |
123
+ | No log | 1.5158 | 144 | 1.4217 | 0.2366 | 1.4217 | 1.1924 |
124
+ | No log | 1.5368 | 146 | 1.3295 | 0.2809 | 1.3295 | 1.1531 |
125
+ | No log | 1.5579 | 148 | 1.2595 | 0.2318 | 1.2595 | 1.1223 |
126
+ | No log | 1.5789 | 150 | 1.2445 | 0.2534 | 1.2445 | 1.1156 |
127
+ | No log | 1.6 | 152 | 1.2326 | 0.1912 | 1.2326 | 1.1102 |
128
+ | No log | 1.6211 | 154 | 1.2189 | 0.2103 | 1.2189 | 1.1040 |
129
+ | No log | 1.6421 | 156 | 1.2215 | 0.1912 | 1.2215 | 1.1052 |
130
+ | No log | 1.6632 | 158 | 1.2399 | 0.1592 | 1.2399 | 1.1135 |
131
+ | No log | 1.6842 | 160 | 1.2596 | 0.1262 | 1.2596 | 1.1223 |
132
+ | No log | 1.7053 | 162 | 1.2106 | 0.2065 | 1.2106 | 1.1003 |
133
+ | No log | 1.7263 | 164 | 1.1917 | 0.2065 | 1.1917 | 1.0917 |
134
+ | No log | 1.7474 | 166 | 1.1909 | 0.2970 | 1.1909 | 1.0913 |
135
+ | No log | 1.7684 | 168 | 1.2645 | 0.2525 | 1.2645 | 1.1245 |
136
+ | No log | 1.7895 | 170 | 1.2508 | 0.2668 | 1.2508 | 1.1184 |
137
+ | No log | 1.8105 | 172 | 1.2091 | 0.2043 | 1.2091 | 1.0996 |
138
+ | No log | 1.8316 | 174 | 1.2287 | 0.2126 | 1.2287 | 1.1085 |
139
+ | No log | 1.8526 | 176 | 1.1823 | 0.2739 | 1.1823 | 1.0873 |
140
+ | No log | 1.8737 | 178 | 1.1905 | 0.3694 | 1.1905 | 1.0911 |
141
+ | No log | 1.8947 | 180 | 1.1891 | 0.3335 | 1.1891 | 1.0905 |
142
+ | No log | 1.9158 | 182 | 1.2424 | 0.2357 | 1.2424 | 1.1147 |
143
+ | No log | 1.9368 | 184 | 1.2217 | 0.3043 | 1.2217 | 1.1053 |
144
+ | No log | 1.9579 | 186 | 1.1855 | 0.2210 | 1.1855 | 1.0888 |
145
+ | No log | 1.9789 | 188 | 1.2410 | 0.1529 | 1.2410 | 1.1140 |
146
+ | No log | 2.0 | 190 | 1.4075 | 0.2350 | 1.4075 | 1.1864 |
147
+ | No log | 2.0211 | 192 | 1.3555 | 0.2060 | 1.3555 | 1.1643 |
148
+ | No log | 2.0421 | 194 | 1.1723 | 0.2916 | 1.1723 | 1.0827 |
149
+ | No log | 2.0632 | 196 | 1.0820 | 0.3661 | 1.0820 | 1.0402 |
150
+ | No log | 2.0842 | 198 | 1.0875 | 0.3619 | 1.0875 | 1.0428 |
151
+ | No log | 2.1053 | 200 | 1.1262 | 0.2030 | 1.1262 | 1.0612 |
152
+ | No log | 2.1263 | 202 | 1.1528 | 0.2180 | 1.1528 | 1.0737 |
153
+ | No log | 2.1474 | 204 | 1.1507 | 0.2180 | 1.1507 | 1.0727 |
154
+ | No log | 2.1684 | 206 | 1.1818 | 0.2180 | 1.1818 | 1.0871 |
155
+ | No log | 2.1895 | 208 | 1.1400 | 0.2068 | 1.1400 | 1.0677 |
156
+ | No log | 2.2105 | 210 | 1.1536 | 0.2121 | 1.1536 | 1.0741 |
157
+ | No log | 2.2316 | 212 | 1.2419 | 0.2050 | 1.2419 | 1.1144 |
158
+ | No log | 2.2526 | 214 | 1.2702 | 0.2650 | 1.2702 | 1.1270 |
159
+ | No log | 2.2737 | 216 | 1.2401 | 0.1559 | 1.2401 | 1.1136 |
160
+ | No log | 2.2947 | 218 | 1.1259 | 0.1546 | 1.1259 | 1.0611 |
161
+ | No log | 2.3158 | 220 | 1.0639 | 0.2212 | 1.0639 | 1.0314 |
162
+ | No log | 2.3368 | 222 | 1.0509 | 0.2579 | 1.0509 | 1.0251 |
163
+ | No log | 2.3579 | 224 | 1.0314 | 0.2355 | 1.0314 | 1.0156 |
164
+ | No log | 2.3789 | 226 | 1.0308 | 0.2920 | 1.0308 | 1.0153 |
165
+ | No log | 2.4 | 228 | 1.0443 | 0.4108 | 1.0443 | 1.0219 |
166
+ | No log | 2.4211 | 230 | 0.9989 | 0.3715 | 0.9989 | 0.9994 |
167
+ | No log | 2.4421 | 232 | 0.9765 | 0.3711 | 0.9765 | 0.9882 |
168
+ | No log | 2.4632 | 234 | 0.9739 | 0.3836 | 0.9739 | 0.9869 |
169
+ | No log | 2.4842 | 236 | 0.9739 | 0.3626 | 0.9739 | 0.9869 |
170
+ | No log | 2.5053 | 238 | 0.9477 | 0.3180 | 0.9477 | 0.9735 |
171
+ | No log | 2.5263 | 240 | 0.9587 | 0.2920 | 0.9587 | 0.9791 |
172
+ | No log | 2.5474 | 242 | 1.0643 | 0.4390 | 1.0643 | 1.0316 |
173
+ | No log | 2.5684 | 244 | 1.0417 | 0.3093 | 1.0417 | 1.0206 |
174
+ | No log | 2.5895 | 246 | 1.0384 | 0.3191 | 1.0384 | 1.0190 |
175
+ | No log | 2.6105 | 248 | 0.9653 | 0.3066 | 0.9653 | 0.9825 |
176
+ | No log | 2.6316 | 250 | 0.9615 | 0.3062 | 0.9615 | 0.9806 |
177
+ | No log | 2.6526 | 252 | 0.9663 | 0.3328 | 0.9663 | 0.9830 |
178
+ | No log | 2.6737 | 254 | 0.9830 | 0.4311 | 0.9830 | 0.9915 |
179
+ | No log | 2.6947 | 256 | 1.0907 | 0.4 | 1.0907 | 1.0444 |
180
+ | No log | 2.7158 | 258 | 1.1508 | 0.3831 | 1.1508 | 1.0728 |
181
+ | No log | 2.7368 | 260 | 1.1064 | 0.4348 | 1.1064 | 1.0518 |
182
+ | No log | 2.7579 | 262 | 1.0041 | 0.4390 | 1.0041 | 1.0021 |
183
+ | No log | 2.7789 | 264 | 0.9488 | 0.4181 | 0.9488 | 0.9741 |
184
+ | No log | 2.8 | 266 | 0.9447 | 0.3821 | 0.9447 | 0.9720 |
185
+ | No log | 2.8211 | 268 | 0.9460 | 0.3723 | 0.9460 | 0.9726 |
186
+ | No log | 2.8421 | 270 | 0.9604 | 0.3139 | 0.9604 | 0.9800 |
187
+ | No log | 2.8632 | 272 | 1.0579 | 0.3656 | 1.0579 | 1.0286 |
188
+ | No log | 2.8842 | 274 | 1.0258 | 0.3122 | 1.0258 | 1.0128 |
189
+ | No log | 2.9053 | 276 | 0.9737 | 0.2865 | 0.9737 | 0.9867 |
190
+ | No log | 2.9263 | 278 | 0.9415 | 0.3527 | 0.9415 | 0.9703 |
191
+ | No log | 2.9474 | 280 | 0.9845 | 0.3709 | 0.9845 | 0.9922 |
192
+ | No log | 2.9684 | 282 | 1.0432 | 0.4685 | 1.0432 | 1.0214 |
193
+ | No log | 2.9895 | 284 | 0.9773 | 0.4350 | 0.9773 | 0.9886 |
194
+ | No log | 3.0105 | 286 | 0.9352 | 0.4410 | 0.9352 | 0.9670 |
195
+ | No log | 3.0316 | 288 | 0.8816 | 0.4137 | 0.8816 | 0.9390 |
196
+ | No log | 3.0526 | 290 | 0.8716 | 0.4273 | 0.8716 | 0.9336 |
197
+ | No log | 3.0737 | 292 | 0.8304 | 0.3615 | 0.8304 | 0.9113 |
198
+ | No log | 3.0947 | 294 | 0.8950 | 0.4429 | 0.8950 | 0.9460 |
199
+ | No log | 3.1158 | 296 | 0.9576 | 0.4591 | 0.9576 | 0.9786 |
200
+ | No log | 3.1368 | 298 | 0.8996 | 0.4732 | 0.8996 | 0.9485 |
201
+ | No log | 3.1579 | 300 | 0.8427 | 0.3896 | 0.8427 | 0.9180 |
202
+ | No log | 3.1789 | 302 | 0.8156 | 0.4197 | 0.8156 | 0.9031 |
203
+ | No log | 3.2 | 304 | 0.8273 | 0.4197 | 0.8273 | 0.9096 |
204
+ | No log | 3.2211 | 306 | 0.8457 | 0.3836 | 0.8457 | 0.9196 |
205
+ | No log | 3.2421 | 308 | 0.8611 | 0.4122 | 0.8611 | 0.9280 |
206
+ | No log | 3.2632 | 310 | 0.8565 | 0.3821 | 0.8565 | 0.9255 |
207
+ | No log | 3.2842 | 312 | 0.8618 | 0.4197 | 0.8618 | 0.9283 |
208
+ | No log | 3.3053 | 314 | 0.9281 | 0.4118 | 0.9281 | 0.9634 |
209
+ | No log | 3.3263 | 316 | 0.9314 | 0.4249 | 0.9314 | 0.9651 |
210
+ | No log | 3.3474 | 318 | 0.8655 | 0.3771 | 0.8655 | 0.9303 |
211
+ | No log | 3.3684 | 320 | 0.9510 | 0.3493 | 0.9510 | 0.9752 |
212
+ | No log | 3.3895 | 322 | 0.9564 | 0.3493 | 0.9564 | 0.9780 |
213
+ | No log | 3.4105 | 324 | 0.9881 | 0.3794 | 0.9881 | 0.9941 |
214
+ | No log | 3.4316 | 326 | 0.9244 | 0.3168 | 0.9244 | 0.9615 |
215
+ | No log | 3.4526 | 328 | 0.9122 | 0.3866 | 0.9122 | 0.9551 |
216
+ | No log | 3.4737 | 330 | 0.9223 | 0.3866 | 0.9223 | 0.9604 |
217
+ | No log | 3.4947 | 332 | 0.9515 | 0.3629 | 0.9515 | 0.9755 |
218
+ | No log | 3.5158 | 334 | 1.0666 | 0.2056 | 1.0666 | 1.0328 |
219
+ | No log | 3.5368 | 336 | 1.1615 | 0.3212 | 1.1615 | 1.0777 |
220
+ | No log | 3.5579 | 338 | 1.1463 | 0.3212 | 1.1463 | 1.0707 |
221
+ | No log | 3.5789 | 340 | 1.0071 | 0.3369 | 1.0071 | 1.0035 |
222
+ | No log | 3.6 | 342 | 0.9401 | 0.3639 | 0.9401 | 0.9696 |
223
+ | No log | 3.6211 | 344 | 0.9546 | 0.3714 | 0.9546 | 0.9770 |
224
+ | No log | 3.6421 | 346 | 0.9388 | 0.3671 | 0.9388 | 0.9689 |
225
+ | No log | 3.6632 | 348 | 0.9174 | 0.3747 | 0.9174 | 0.9578 |
226
+ | No log | 3.6842 | 350 | 0.9347 | 0.3908 | 0.9347 | 0.9668 |
227
+ | No log | 3.7053 | 352 | 0.9712 | 0.3624 | 0.9712 | 0.9855 |
228
+ | No log | 3.7263 | 354 | 1.0027 | 0.3902 | 1.0027 | 1.0013 |
229
+ | No log | 3.7474 | 356 | 0.9907 | 0.4031 | 0.9907 | 0.9953 |
230
+ | No log | 3.7684 | 358 | 0.9424 | 0.3762 | 0.9424 | 0.9708 |
231
+ | No log | 3.7895 | 360 | 0.9197 | 0.3627 | 0.9197 | 0.9590 |
232
+ | No log | 3.8105 | 362 | 0.9279 | 0.3571 | 0.9279 | 0.9633 |
233
+ | No log | 3.8316 | 364 | 0.9181 | 0.3583 | 0.9181 | 0.9582 |
234
+ | No log | 3.8526 | 366 | 0.9726 | 0.3577 | 0.9726 | 0.9862 |
235
+ | No log | 3.8737 | 368 | 1.1123 | 0.3647 | 1.1123 | 1.0546 |
236
+ | No log | 3.8947 | 370 | 1.1909 | 0.4311 | 1.1909 | 1.0913 |
237
+ | No log | 3.9158 | 372 | 1.0902 | 0.4440 | 1.0902 | 1.0441 |
238
+ | No log | 3.9368 | 374 | 0.8972 | 0.4373 | 0.8972 | 0.9472 |
239
+ | No log | 3.9579 | 376 | 0.8431 | 0.4290 | 0.8431 | 0.9182 |
240
+ | No log | 3.9789 | 378 | 0.8464 | 0.4323 | 0.8464 | 0.9200 |
241
+ | No log | 4.0 | 380 | 0.8729 | 0.4479 | 0.8729 | 0.9343 |
242
+ | No log | 4.0211 | 382 | 0.9513 | 0.3970 | 0.9513 | 0.9754 |
243
+ | No log | 4.0421 | 384 | 0.9966 | 0.3602 | 0.9966 | 0.9983 |
244
+ | No log | 4.0632 | 386 | 0.9636 | 0.2539 | 0.9636 | 0.9817 |
245
+ | No log | 4.0842 | 388 | 0.9201 | 0.3399 | 0.9201 | 0.9592 |
246
+ | No log | 4.1053 | 390 | 0.9468 | 0.3596 | 0.9468 | 0.9731 |
247
+ | No log | 4.1263 | 392 | 0.9764 | 0.2676 | 0.9764 | 0.9881 |
248
+ | No log | 4.1474 | 394 | 0.9922 | 0.2528 | 0.9922 | 0.9961 |
249
+ | No log | 4.1684 | 396 | 1.0233 | 0.2741 | 1.0233 | 1.0116 |
250
+ | No log | 4.1895 | 398 | 1.0344 | 0.2019 | 1.0344 | 1.0171 |
251
+ | No log | 4.2105 | 400 | 1.0574 | 0.1541 | 1.0574 | 1.0283 |
252
+ | No log | 4.2316 | 402 | 1.0519 | 0.2175 | 1.0519 | 1.0256 |
253
+ | No log | 4.2526 | 404 | 1.0263 | 0.2741 | 1.0263 | 1.0131 |
254
+ | No log | 4.2737 | 406 | 1.0022 | 0.2440 | 1.0022 | 1.0011 |
255
+ | No log | 4.2947 | 408 | 0.9228 | 0.3830 | 0.9228 | 0.9606 |
256
+ | No log | 4.3158 | 410 | 0.8929 | 0.3527 | 0.8929 | 0.9449 |
257
+ | No log | 4.3368 | 412 | 0.9051 | 0.3318 | 0.9051 | 0.9514 |
258
+ | No log | 4.3579 | 414 | 0.9524 | 0.3119 | 0.9524 | 0.9759 |
259
+ | No log | 4.3789 | 416 | 0.9591 | 0.3119 | 0.9591 | 0.9793 |
260
+ | No log | 4.4 | 418 | 0.9386 | 0.3365 | 0.9386 | 0.9688 |
261
+ | No log | 4.4211 | 420 | 0.9920 | 0.3790 | 0.9920 | 0.9960 |
262
+ | No log | 4.4421 | 422 | 1.0170 | 0.4074 | 1.0170 | 1.0085 |
263
+ | No log | 4.4632 | 424 | 0.9825 | 0.3992 | 0.9825 | 0.9912 |
264
+ | No log | 4.4842 | 426 | 0.9446 | 0.3365 | 0.9446 | 0.9719 |
265
+ | No log | 4.5053 | 428 | 0.9468 | 0.3337 | 0.9468 | 0.9730 |
266
+ | No log | 4.5263 | 430 | 0.9504 | 0.3309 | 0.9504 | 0.9749 |
267
+ | No log | 4.5474 | 432 | 1.0084 | 0.3449 | 1.0084 | 1.0042 |
268
+ | No log | 4.5684 | 434 | 0.9986 | 0.2850 | 0.9986 | 0.9993 |
269
+ | No log | 4.5895 | 436 | 0.9637 | 0.2592 | 0.9637 | 0.9817 |
270
+ | No log | 4.6105 | 438 | 0.9397 | 0.3337 | 0.9397 | 0.9694 |
271
+ | No log | 4.6316 | 440 | 0.9436 | 0.3337 | 0.9436 | 0.9714 |
272
+ | No log | 4.6526 | 442 | 0.9434 | 0.2793 | 0.9434 | 0.9713 |
273
+ | No log | 4.6737 | 444 | 0.9418 | 0.3164 | 0.9418 | 0.9705 |
274
+ | No log | 4.6947 | 446 | 0.9201 | 0.3164 | 0.9201 | 0.9592 |
275
+ | No log | 4.7158 | 448 | 0.9085 | 0.3337 | 0.9085 | 0.9531 |
276
+ | No log | 4.7368 | 450 | 0.9035 | 0.3979 | 0.9035 | 0.9505 |
277
+ | No log | 4.7579 | 452 | 0.9300 | 0.4369 | 0.9300 | 0.9643 |
278
+ | No log | 4.7789 | 454 | 1.0257 | 0.4623 | 1.0257 | 1.0128 |
279
+ | No log | 4.8 | 456 | 1.0201 | 0.4631 | 1.0201 | 1.0100 |
280
+ | No log | 4.8211 | 458 | 0.9207 | 0.3309 | 0.9207 | 0.9595 |
281
+ | No log | 4.8421 | 460 | 0.9109 | 0.3848 | 0.9109 | 0.9544 |
282
+ | No log | 4.8632 | 462 | 0.9484 | 0.4175 | 0.9484 | 0.9738 |
283
+ | No log | 4.8842 | 464 | 0.9228 | 0.3848 | 0.9228 | 0.9606 |
284
+ | No log | 4.9053 | 466 | 0.9128 | 0.3216 | 0.9128 | 0.9554 |
285
+ | No log | 4.9263 | 468 | 0.9331 | 0.2610 | 0.9331 | 0.9660 |
286
+ | No log | 4.9474 | 470 | 0.9489 | 0.2865 | 0.9489 | 0.9741 |
287
+ | No log | 4.9684 | 472 | 0.9190 | 0.2916 | 0.9190 | 0.9586 |
288
+ | No log | 4.9895 | 474 | 0.9103 | 0.3290 | 0.9103 | 0.9541 |
289
+ | No log | 5.0105 | 476 | 0.9030 | 0.3066 | 0.9030 | 0.9503 |
290
+ | No log | 5.0316 | 478 | 0.9137 | 0.2761 | 0.9137 | 0.9559 |
291
+ | No log | 5.0526 | 480 | 0.9210 | 0.2865 | 0.9210 | 0.9597 |
292
+ | No log | 5.0737 | 482 | 0.9425 | 0.3577 | 0.9425 | 0.9708 |
293
+ | No log | 5.0947 | 484 | 0.9520 | 0.3577 | 0.9520 | 0.9757 |
294
+ | No log | 5.1158 | 486 | 0.9641 | 0.3434 | 0.9641 | 0.9819 |
295
+ | No log | 5.1368 | 488 | 0.9257 | 0.2556 | 0.9257 | 0.9621 |
296
+ | No log | 5.1579 | 490 | 0.9175 | 0.2965 | 0.9175 | 0.9578 |
297
+ | No log | 5.1789 | 492 | 0.9276 | 0.2864 | 0.9276 | 0.9631 |
298
+ | No log | 5.2 | 494 | 0.9340 | 0.2711 | 0.9340 | 0.9664 |
299
+ | No log | 5.2211 | 496 | 0.9476 | 0.2503 | 0.9476 | 0.9734 |
300
+ | No log | 5.2421 | 498 | 0.9394 | 0.2711 | 0.9394 | 0.9692 |
301
+ | 0.3902 | 5.2632 | 500 | 0.9235 | 0.2864 | 0.9235 | 0.9610 |
302
+ | 0.3902 | 5.2842 | 502 | 0.9195 | 0.2864 | 0.9195 | 0.9589 |
303
+ | 0.3902 | 5.3053 | 504 | 0.9494 | 0.3069 | 0.9494 | 0.9744 |
304
+ | 0.3902 | 5.3263 | 506 | 1.0255 | 0.4025 | 1.0255 | 1.0127 |
305
+ | 0.3902 | 5.3474 | 508 | 1.0379 | 0.3931 | 1.0379 | 1.0188 |
306
+ | 0.3902 | 5.3684 | 510 | 0.9595 | 0.3069 | 0.9595 | 0.9795 |
307
+ | 0.3902 | 5.3895 | 512 | 0.9249 | 0.3243 | 0.9249 | 0.9617 |
308
+ | 0.3902 | 5.4105 | 514 | 0.9308 | 0.3243 | 0.9308 | 0.9648 |
309
+ | 0.3902 | 5.4316 | 516 | 0.9297 | 0.2556 | 0.9297 | 0.9642 |
310
+ | 0.3902 | 5.4526 | 518 | 0.9189 | 0.2556 | 0.9189 | 0.9586 |
311
+ | 0.3902 | 5.4737 | 520 | 0.9069 | 0.3570 | 0.9069 | 0.9523 |
312
+ | 0.3902 | 5.4947 | 522 | 0.9094 | 0.3271 | 0.9094 | 0.9536 |
313
+ | 0.3902 | 5.5158 | 524 | 0.9390 | 0.3094 | 0.9390 | 0.9690 |
314
+ | 0.3902 | 5.5368 | 526 | 1.0214 | 0.4390 | 1.0214 | 1.0107 |
315
+ | 0.3902 | 5.5579 | 528 | 1.0277 | 0.4606 | 1.0277 | 1.0138 |
316
+ | 0.3902 | 5.5789 | 530 | 0.9758 | 0.3762 | 0.9758 | 0.9878 |
317
+ | 0.3902 | 5.6 | 532 | 0.9521 | 0.3184 | 0.9521 | 0.9757 |
318
+ | 0.3902 | 5.6211 | 534 | 1.0011 | 0.3798 | 1.0011 | 1.0006 |
319
+ | 0.3902 | 5.6421 | 536 | 0.9905 | 0.3418 | 0.9905 | 0.9952 |
320
+ | 0.3902 | 5.6632 | 538 | 0.9564 | 0.3328 | 0.9564 | 0.9780 |
321
+ | 0.3902 | 5.6842 | 540 | 0.9748 | 0.2893 | 0.9748 | 0.9873 |
322
+ | 0.3902 | 5.7053 | 542 | 1.0343 | 0.3098 | 1.0343 | 1.0170 |
323
+ | 0.3902 | 5.7263 | 544 | 1.0880 | 0.3097 | 1.0880 | 1.0431 |
324
+ | 0.3902 | 5.7474 | 546 | 1.1074 | 0.3097 | 1.1074 | 1.0523 |
325
+ | 0.3902 | 5.7684 | 548 | 1.0894 | 0.3097 | 1.0894 | 1.0437 |
326
+ | 0.3902 | 5.7895 | 550 | 1.0226 | 0.3098 | 1.0226 | 1.0112 |
327
+ | 0.3902 | 5.8105 | 552 | 0.9725 | 0.3374 | 0.9725 | 0.9862 |
328
+ | 0.3902 | 5.8316 | 554 | 0.9623 | 0.3719 | 0.9623 | 0.9810 |
329
+ | 0.3902 | 5.8526 | 556 | 0.9654 | 0.3223 | 0.9654 | 0.9825 |
330
+ | 0.3902 | 5.8737 | 558 | 0.9983 | 0.3021 | 0.9983 | 0.9991 |
331
+ | 0.3902 | 5.8947 | 560 | 1.0097 | 0.3021 | 1.0097 | 1.0048 |
332
+ | 0.3902 | 5.9158 | 562 | 0.9969 | 0.3021 | 0.9969 | 0.9984 |
333
+ | 0.3902 | 5.9368 | 564 | 0.9728 | 0.3431 | 0.9728 | 0.9863 |
334
+ | 0.3902 | 5.9579 | 566 | 0.9438 | 0.3421 | 0.9438 | 0.9715 |
335
+ | 0.3902 | 5.9789 | 568 | 0.9461 | 0.3525 | 0.9461 | 0.9727 |
336
+ | 0.3902 | 6.0 | 570 | 0.9637 | 0.3374 | 0.9637 | 0.9817 |
337
+ | 0.3902 | 6.0211 | 572 | 1.0019 | 0.3021 | 1.0019 | 1.0010 |
338
+ | 0.3902 | 6.0421 | 574 | 1.0372 | 0.3372 | 1.0372 | 1.0184 |
339
+ | 0.3902 | 6.0632 | 576 | 1.0086 | 0.3021 | 1.0086 | 1.0043 |
340
+ | 0.3902 | 6.0842 | 578 | 0.9424 | 0.3392 | 0.9424 | 0.9708 |
341
+ | 0.3902 | 6.1053 | 580 | 0.9043 | 0.3318 | 0.9043 | 0.9510 |
342
+ | 0.3902 | 6.1263 | 582 | 0.8925 | 0.3263 | 0.8925 | 0.9447 |
343
+ | 0.3902 | 6.1474 | 584 | 0.8828 | 0.3365 | 0.8828 | 0.9396 |
344
+ | 0.3902 | 6.1684 | 586 | 0.8821 | 0.3318 | 0.8821 | 0.9392 |
345
+ | 0.3902 | 6.1895 | 588 | 0.9570 | 0.3700 | 0.9570 | 0.9783 |
346
+ | 0.3902 | 6.2105 | 590 | 1.0236 | 0.3602 | 1.0236 | 1.0117 |
347
+ | 0.3902 | 6.2316 | 592 | 1.0182 | 0.3097 | 1.0182 | 1.0091 |
348
+ | 0.3902 | 6.2526 | 594 | 0.9809 | 0.3401 | 0.9809 | 0.9904 |
349
+ | 0.3902 | 6.2737 | 596 | 0.9346 | 0.3840 | 0.9346 | 0.9667 |
350
+ | 0.3902 | 6.2947 | 598 | 0.9116 | 0.3478 | 0.9116 | 0.9548 |
351
+ | 0.3902 | 6.3158 | 600 | 0.9004 | 0.3478 | 0.9004 | 0.9489 |
352
+ | 0.3902 | 6.3368 | 602 | 0.9239 | 0.3689 | 0.9239 | 0.9612 |
353
+ | 0.3902 | 6.3579 | 604 | 0.9751 | 0.2945 | 0.9751 | 0.9875 |
354
+ | 0.3902 | 6.3789 | 606 | 0.9978 | 0.3602 | 0.9978 | 0.9989 |
355
+ | 0.3902 | 6.4 | 608 | 0.9783 | 0.3985 | 0.9783 | 0.9891 |
356
+ | 0.3902 | 6.4211 | 610 | 0.9493 | 0.4125 | 0.9493 | 0.9743 |
357
+ | 0.3902 | 6.4421 | 612 | 0.8984 | 0.3710 | 0.8984 | 0.9478 |
358
+ | 0.3902 | 6.4632 | 614 | 0.8826 | 0.3652 | 0.8826 | 0.9394 |
359
+ | 0.3902 | 6.4842 | 616 | 0.9129 | 0.4884 | 0.9129 | 0.9554 |
360
+ | 0.3902 | 6.5053 | 618 | 0.9565 | 0.4394 | 0.9565 | 0.9780 |
361
+ | 0.3902 | 6.5263 | 620 | 0.9456 | 0.4300 | 0.9456 | 0.9724 |
362
+ | 0.3902 | 6.5474 | 622 | 0.9582 | 0.3920 | 0.9582 | 0.9789 |
363
+ | 0.3902 | 6.5684 | 624 | 0.9381 | 0.3551 | 0.9381 | 0.9686 |
364
+ | 0.3902 | 6.5895 | 626 | 0.8927 | 0.3421 | 0.8927 | 0.9449 |
365
+ | 0.3902 | 6.6105 | 628 | 0.8860 | 0.3115 | 0.8860 | 0.9413 |
366
+ | 0.3902 | 6.6316 | 630 | 0.8872 | 0.3115 | 0.8872 | 0.9419 |
367
+ | 0.3902 | 6.6526 | 632 | 0.8998 | 0.3066 | 0.8998 | 0.9486 |
368
+ | 0.3902 | 6.6737 | 634 | 0.9486 | 0.4002 | 0.9486 | 0.9740 |
369
+ | 0.3902 | 6.6947 | 636 | 0.9601 | 0.4916 | 0.9601 | 0.9798 |
370
+ | 0.3902 | 6.7158 | 638 | 0.9284 | 0.4377 | 0.9284 | 0.9635 |
371
+ | 0.3902 | 6.7368 | 640 | 0.8810 | 0.3190 | 0.8810 | 0.9386 |
372
+ | 0.3902 | 6.7579 | 642 | 0.8791 | 0.3527 | 0.8791 | 0.9376 |
373
+ | 0.3902 | 6.7789 | 644 | 0.8804 | 0.3762 | 0.8804 | 0.9383 |
374
+ | 0.3902 | 6.8 | 646 | 0.8841 | 0.3365 | 0.8841 | 0.9403 |
375
+ | 0.3902 | 6.8211 | 648 | 0.9054 | 0.3190 | 0.9054 | 0.9515 |
376
+ | 0.3902 | 6.8421 | 650 | 0.9264 | 0.3392 | 0.9264 | 0.9625 |
377
+ | 0.3902 | 6.8632 | 652 | 0.9309 | 0.3392 | 0.9309 | 0.9648 |
378
+ | 0.3902 | 6.8842 | 654 | 0.9072 | 0.3392 | 0.9072 | 0.9525 |
379
+ | 0.3902 | 6.9053 | 656 | 0.9023 | 0.3090 | 0.9023 | 0.9499 |
380
+ | 0.3902 | 6.9263 | 658 | 0.9196 | 0.4142 | 0.9196 | 0.9590 |
381
+ | 0.3902 | 6.9474 | 660 | 0.9406 | 0.4377 | 0.9406 | 0.9699 |
382
+ | 0.3902 | 6.9684 | 662 | 0.9461 | 0.3392 | 0.9461 | 0.9727 |
383
+ | 0.3902 | 6.9895 | 664 | 0.9435 | 0.3392 | 0.9435 | 0.9713 |
384
+ | 0.3902 | 7.0105 | 666 | 0.9407 | 0.2965 | 0.9407 | 0.9699 |
385
+ | 0.3902 | 7.0316 | 668 | 0.9722 | 0.3660 | 0.9722 | 0.9860 |
386
+ | 0.3902 | 7.0526 | 670 | 0.9791 | 0.3558 | 0.9791 | 0.9895 |
387
+ | 0.3902 | 7.0737 | 672 | 0.9608 | 0.2965 | 0.9608 | 0.9802 |
388
+ | 0.3902 | 7.0947 | 674 | 0.9507 | 0.3168 | 0.9507 | 0.9751 |
389
+ | 0.3902 | 7.1158 | 676 | 0.9373 | 0.3847 | 0.9373 | 0.9681 |
390
+ | 0.3902 | 7.1368 | 678 | 0.9228 | 0.3847 | 0.9228 | 0.9606 |
391
+ | 0.3902 | 7.1579 | 680 | 0.9372 | 0.3920 | 0.9372 | 0.9681 |
392
+ | 0.3902 | 7.1789 | 682 | 0.9838 | 0.4496 | 0.9838 | 0.9919 |
393
+ | 0.3902 | 7.2 | 684 | 0.9761 | 0.4025 | 0.9761 | 0.9880 |
394
+ | 0.3902 | 7.2211 | 686 | 0.9425 | 0.3551 | 0.9425 | 0.9708 |
395
+ | 0.3902 | 7.2421 | 688 | 0.9153 | 0.3478 | 0.9153 | 0.9567 |
396
+ | 0.3902 | 7.2632 | 690 | 0.9103 | 0.3478 | 0.9103 | 0.9541 |
397
+ | 0.3902 | 7.2842 | 692 | 0.9058 | 0.3374 | 0.9058 | 0.9517 |
398
+ | 0.3902 | 7.3053 | 694 | 0.9027 | 0.3478 | 0.9027 | 0.9501 |
399
+ | 0.3902 | 7.3263 | 696 | 0.9258 | 0.3431 | 0.9258 | 0.9622 |
400
+ | 0.3902 | 7.3474 | 698 | 0.9613 | 0.3372 | 0.9613 | 0.9805 |
401
+ | 0.3902 | 7.3684 | 700 | 0.9599 | 0.3074 | 0.9599 | 0.9797 |
402
+ | 0.3902 | 7.3895 | 702 | 0.9282 | 0.3326 | 0.9282 | 0.9634 |
403
+ | 0.3902 | 7.4105 | 704 | 0.9194 | 0.3374 | 0.9194 | 0.9589 |
404
+ | 0.3902 | 7.4316 | 706 | 0.9246 | 0.3374 | 0.9246 | 0.9616 |
405
+ | 0.3902 | 7.4526 | 708 | 0.9639 | 0.2972 | 0.9639 | 0.9818 |
406
+ | 0.3902 | 7.4737 | 710 | 0.9988 | 0.3753 | 0.9988 | 0.9994 |
407
+ | 0.3902 | 7.4947 | 712 | 1.0211 | 0.3993 | 1.0211 | 1.0105 |
408
+ | 0.3902 | 7.5158 | 714 | 0.9831 | 0.3270 | 0.9831 | 0.9915 |
409
+ | 0.3902 | 7.5368 | 716 | 0.9291 | 0.3223 | 0.9291 | 0.9639 |
410
+ | 0.3902 | 7.5579 | 718 | 0.9054 | 0.3318 | 0.9054 | 0.9515 |
411
+ | 0.3902 | 7.5789 | 720 | 0.9160 | 0.3243 | 0.9160 | 0.9571 |
412
+ | 0.3902 | 7.6 | 722 | 0.9465 | 0.3317 | 0.9465 | 0.9729 |
413
+ | 0.3902 | 7.6211 | 724 | 0.9688 | 0.3577 | 0.9688 | 0.9843 |
414
+ | 0.3902 | 7.6421 | 726 | 0.9635 | 0.3418 | 0.9635 | 0.9816 |
415
+ | 0.3902 | 7.6632 | 728 | 0.9308 | 0.3463 | 0.9308 | 0.9648 |
416
+ | 0.3902 | 7.6842 | 730 | 0.9157 | 0.3463 | 0.9157 | 0.9569 |
417
+ | 0.3902 | 7.7053 | 732 | 0.9099 | 0.3463 | 0.9099 | 0.9539 |
418
+ | 0.3902 | 7.7263 | 734 | 0.8899 | 0.3641 | 0.8899 | 0.9434 |
419
+ | 0.3902 | 7.7474 | 736 | 0.8796 | 0.3641 | 0.8796 | 0.9379 |
420
+ | 0.3902 | 7.7684 | 738 | 0.9103 | 0.3463 | 0.9103 | 0.9541 |
421
+ | 0.3902 | 7.7895 | 740 | 0.9418 | 0.3677 | 0.9418 | 0.9705 |
422
+ | 0.3902 | 7.8105 | 742 | 0.9505 | 0.3677 | 0.9505 | 0.9749 |
423
+ | 0.3902 | 7.8316 | 744 | 0.9449 | 0.3677 | 0.9449 | 0.9720 |
424
+ | 0.3902 | 7.8526 | 746 | 0.8907 | 0.3463 | 0.8907 | 0.9438 |
425
+ | 0.3902 | 7.8737 | 748 | 0.8841 | 0.3896 | 0.8841 | 0.9402 |
426
+ | 0.3902 | 7.8947 | 750 | 0.8966 | 0.3896 | 0.8966 | 0.9469 |
427
+ | 0.3902 | 7.9158 | 752 | 0.9056 | 0.3796 | 0.9056 | 0.9516 |
428
+ | 0.3902 | 7.9368 | 754 | 0.8940 | 0.3337 | 0.8940 | 0.9455 |
429
+ | 0.3902 | 7.9579 | 756 | 0.9045 | 0.3365 | 0.9045 | 0.9510 |
430
+ | 0.3902 | 7.9789 | 758 | 0.9359 | 0.3756 | 0.9359 | 0.9674 |
431
+ | 0.3902 | 8.0 | 760 | 0.9457 | 0.3276 | 0.9457 | 0.9725 |
432
+ | 0.3902 | 8.0211 | 762 | 0.9272 | 0.2965 | 0.9272 | 0.9629 |
433
+ | 0.3902 | 8.0421 | 764 | 0.9284 | 0.3804 | 0.9284 | 0.9635 |
434
+ | 0.3902 | 8.0632 | 766 | 0.9765 | 0.4416 | 0.9765 | 0.9882 |
435
+ | 0.3902 | 8.0842 | 768 | 1.0097 | 0.4814 | 1.0097 | 1.0048 |
436
+ | 0.3902 | 8.1053 | 770 | 0.9776 | 0.3982 | 0.9776 | 0.9887 |
437
+ | 0.3902 | 8.1263 | 772 | 0.9301 | 0.4086 | 0.9301 | 0.9644 |
438
+ | 0.3902 | 8.1474 | 774 | 0.9298 | 0.3584 | 0.9298 | 0.9643 |
439
+ | 0.3902 | 8.1684 | 776 | 0.9559 | 0.4036 | 0.9559 | 0.9777 |
440
+ | 0.3902 | 8.1895 | 778 | 0.9536 | 0.4036 | 0.9536 | 0.9765 |
441
+ | 0.3902 | 8.2105 | 780 | 0.9292 | 0.3328 | 0.9292 | 0.9640 |
442
+ | 0.3902 | 8.2316 | 782 | 0.9286 | 0.3374 | 0.9286 | 0.9636 |
443
+ | 0.3902 | 8.2526 | 784 | 0.9324 | 0.3652 | 0.9324 | 0.9656 |
444
+ | 0.3902 | 8.2737 | 786 | 0.9185 | 0.3652 | 0.9185 | 0.9584 |
445
+ | 0.3902 | 8.2947 | 788 | 0.8980 | 0.3453 | 0.8980 | 0.9476 |
446
+ | 0.3902 | 8.3158 | 790 | 0.8882 | 0.3216 | 0.8882 | 0.9424 |
447
+ | 0.3902 | 8.3368 | 792 | 0.8907 | 0.3216 | 0.8907 | 0.9438 |
448
+ | 0.3902 | 8.3579 | 794 | 0.9155 | 0.4002 | 0.9155 | 0.9568 |
449
+ | 0.3902 | 8.3789 | 796 | 0.9475 | 0.3961 | 0.9475 | 0.9734 |
450
+ | 0.3902 | 8.4 | 798 | 0.9491 | 0.4062 | 0.9491 | 0.9742 |
451
+ | 0.3902 | 8.4211 | 800 | 0.9147 | 0.4343 | 0.9147 | 0.9564 |
452
+ | 0.3902 | 8.4421 | 802 | 0.8781 | 0.3796 | 0.8781 | 0.9371 |
453
+ | 0.3902 | 8.4632 | 804 | 0.8550 | 0.3216 | 0.8550 | 0.9247 |
454
+ | 0.3902 | 8.4842 | 806 | 0.8509 | 0.3216 | 0.8509 | 0.9224 |
455
+ | 0.3902 | 8.5053 | 808 | 0.8491 | 0.3933 | 0.8491 | 0.9215 |
456
+ | 0.3902 | 8.5263 | 810 | 0.8500 | 0.3933 | 0.8500 | 0.9220 |
457
+ | 0.3902 | 8.5474 | 812 | 0.8511 | 0.3483 | 0.8511 | 0.9226 |
458
+ | 0.3902 | 8.5684 | 814 | 0.8500 | 0.3483 | 0.8500 | 0.9220 |
459
+ | 0.3902 | 8.5895 | 816 | 0.8579 | 0.3615 | 0.8579 | 0.9263 |
460
+ | 0.3902 | 8.6105 | 818 | 0.8686 | 0.3909 | 0.8686 | 0.9320 |
461
+ | 0.3902 | 8.6316 | 820 | 0.8705 | 0.3909 | 0.8705 | 0.9330 |
462
+ | 0.3902 | 8.6526 | 822 | 0.8798 | 0.3909 | 0.8798 | 0.9380 |
463
+ | 0.3902 | 8.6737 | 824 | 0.8921 | 0.3909 | 0.8921 | 0.9445 |
464
+ | 0.3902 | 8.6947 | 826 | 0.8830 | 0.3216 | 0.8830 | 0.9397 |
465
+ | 0.3902 | 8.7158 | 828 | 0.8865 | 0.4098 | 0.8865 | 0.9416 |
466
+ | 0.3902 | 8.7368 | 830 | 0.9136 | 0.3961 | 0.9136 | 0.9558 |
467
+ | 0.3902 | 8.7579 | 832 | 0.9144 | 0.4062 | 0.9144 | 0.9562 |
468
+ | 0.3902 | 8.7789 | 834 | 0.8923 | 0.4098 | 0.8923 | 0.9446 |
469
+ | 0.3902 | 8.8 | 836 | 0.8761 | 0.3216 | 0.8761 | 0.9360 |
470
+ | 0.3902 | 8.8211 | 838 | 0.8766 | 0.3216 | 0.8766 | 0.9363 |
471
+ | 0.3902 | 8.8421 | 840 | 0.8759 | 0.3115 | 0.8759 | 0.9359 |
472
+ | 0.3902 | 8.8632 | 842 | 0.8688 | 0.3216 | 0.8688 | 0.9321 |
473
+ | 0.3902 | 8.8842 | 844 | 0.8811 | 0.3641 | 0.8811 | 0.9387 |
474
+ | 0.3902 | 8.9053 | 846 | 0.9138 | 0.4343 | 0.9138 | 0.9560 |
475
+ | 0.3902 | 8.9263 | 848 | 0.9518 | 0.3634 | 0.9518 | 0.9756 |
476
+ | 0.3902 | 8.9474 | 850 | 0.9685 | 0.3885 | 0.9685 | 0.9841 |
477
+ | 0.3902 | 8.9684 | 852 | 0.9523 | 0.3885 | 0.9523 | 0.9759 |
478
+ | 0.3902 | 8.9895 | 854 | 0.9051 | 0.4002 | 0.9051 | 0.9514 |
479
+ | 0.3902 | 9.0105 | 856 | 0.8899 | 0.3796 | 0.8899 | 0.9434 |
480
+ | 0.3902 | 9.0316 | 858 | 0.8967 | 0.3902 | 0.8967 | 0.9469 |
481
+ | 0.3902 | 9.0526 | 860 | 0.8984 | 0.3902 | 0.8984 | 0.9478 |
482
+ | 0.3902 | 9.0737 | 862 | 0.8851 | 0.3539 | 0.8851 | 0.9408 |
483
+ | 0.3902 | 9.0947 | 864 | 0.8755 | 0.3552 | 0.8755 | 0.9357 |
484
+ | 0.3902 | 9.1158 | 866 | 0.8620 | 0.3216 | 0.8620 | 0.9284 |
485
+ | 0.3902 | 9.1368 | 868 | 0.8589 | 0.3216 | 0.8589 | 0.9268 |
486
+ | 0.3902 | 9.1579 | 870 | 0.8501 | 0.3216 | 0.8501 | 0.9220 |
487
+ | 0.3902 | 9.1789 | 872 | 0.8406 | 0.3216 | 0.8406 | 0.9168 |
488
+ | 0.3902 | 9.2 | 874 | 0.8465 | 0.3596 | 0.8465 | 0.9201 |
489
+ | 0.3902 | 9.2211 | 876 | 0.8705 | 0.3804 | 0.8705 | 0.9330 |
490
+ | 0.3902 | 9.2421 | 878 | 0.8938 | 0.4242 | 0.8938 | 0.9454 |
491
+ | 0.3902 | 9.2632 | 880 | 0.8899 | 0.4242 | 0.8899 | 0.9434 |
492
+ | 0.3902 | 9.2842 | 882 | 0.8786 | 0.3998 | 0.8786 | 0.9374 |
493
+ | 0.3902 | 9.3053 | 884 | 0.8981 | 0.4343 | 0.8981 | 0.9477 |
494
+ | 0.3902 | 9.3263 | 886 | 0.9137 | 0.4439 | 0.9137 | 0.9559 |
495
+ | 0.3902 | 9.3474 | 888 | 0.9193 | 0.4203 | 0.9193 | 0.9588 |
496
+ | 0.3902 | 9.3684 | 890 | 0.8830 | 0.4100 | 0.8830 | 0.9397 |
497
+ | 0.3902 | 9.3895 | 892 | 0.8618 | 0.3525 | 0.8618 | 0.9283 |
498
+ | 0.3902 | 9.4105 | 894 | 0.8578 | 0.3421 | 0.8578 | 0.9262 |
499
+ | 0.3902 | 9.4316 | 896 | 0.8676 | 0.3216 | 0.8676 | 0.9314 |
500
+ | 0.3902 | 9.4526 | 898 | 0.8744 | 0.3318 | 0.8744 | 0.9351 |
501
+ | 0.3902 | 9.4737 | 900 | 0.8973 | 0.3525 | 0.8973 | 0.9473 |
502
+ | 0.3902 | 9.4947 | 902 | 0.9536 | 0.3677 | 0.9536 | 0.9765 |
503
+ | 0.3902 | 9.5158 | 904 | 0.9809 | 0.3677 | 0.9809 | 0.9904 |
504
+ | 0.3902 | 9.5368 | 906 | 0.9637 | 0.3478 | 0.9637 | 0.9817 |
505
+ | 0.3902 | 9.5579 | 908 | 0.9174 | 0.3271 | 0.9174 | 0.9578 |
506
+ | 0.3902 | 9.5789 | 910 | 0.9106 | 0.3216 | 0.9106 | 0.9543 |
507
+ | 0.3902 | 9.6 | 912 | 0.9160 | 0.3216 | 0.9160 | 0.9571 |
508
+ | 0.3902 | 9.6211 | 914 | 0.9381 | 0.2893 | 0.9381 | 0.9686 |
509
+ | 0.3902 | 9.6421 | 916 | 1.0210 | 0.3289 | 1.0210 | 1.0104 |
510
+ | 0.3902 | 9.6632 | 918 | 1.0727 | 0.3361 | 1.0727 | 1.0357 |
511
+ | 0.3902 | 9.6842 | 920 | 1.0593 | 0.2569 | 1.0593 | 1.0292 |
512
+ | 0.3902 | 9.7053 | 922 | 1.0291 | 0.2741 | 1.0291 | 1.0144 |
513
+ | 0.3902 | 9.7263 | 924 | 1.0267 | 0.2741 | 1.0267 | 1.0133 |
514
+ | 0.3902 | 9.7474 | 926 | 1.0478 | 0.1910 | 1.0478 | 1.0236 |
515
+ | 0.3902 | 9.7684 | 928 | 1.0889 | 0.1641 | 1.0889 | 1.0435 |
516
+
517
+
518
+ ### Framework versions
519
+
520
+ - Transformers 4.44.2
521
+ - Pytorch 2.4.0+cu118
522
+ - Datasets 2.21.0
523
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0"
13
+ },
14
+ "initializer_range": 0.02,
15
+ "intermediate_size": 3072,
16
+ "label2id": {
17
+ "LABEL_0": 0
18
+ },
19
+ "layer_norm_eps": 1e-12,
20
+ "max_position_embeddings": 512,
21
+ "model_type": "bert",
22
+ "num_attention_heads": 12,
23
+ "num_hidden_layers": 12,
24
+ "pad_token_id": 0,
25
+ "position_embedding_type": "absolute",
26
+ "problem_type": "regression",
27
+ "torch_dtype": "float32",
28
+ "transformers_version": "4.44.2",
29
+ "type_vocab_size": 2,
30
+ "use_cache": true,
31
+ "vocab_size": 64000
32
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d6bad3f273d7e18c155818b64999be30950a60bada647a2a87d7ee1a7239db7
3
+ size 540799996
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9276ce4980d64c54bf0bb8146e271f225b8f57419332fe5fc81584c8bf5c97fd
3
+ size 5368