Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
def79b6
·
verified ·
1 Parent(s): ad8dbfd

End of training

Browse files
Files changed (1) hide show
  1. README.md +285 -266
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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task7_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task7_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: 0.7818
19
- - Qwk: 0.1952
20
- - Mse: 0.7818
21
- - Rmse: 0.8842
22
 
23
  ## Model description
24
 
@@ -49,266 +49,285 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0952 | 2 | 2.4869 | -0.0593 | 2.4869 | 1.5770 |
53
- | No log | 0.1905 | 4 | 1.1877 | 0.1581 | 1.1877 | 1.0898 |
54
- | No log | 0.2857 | 6 | 1.1377 | -0.1680 | 1.1377 | 1.0666 |
55
- | No log | 0.3810 | 8 | 1.1024 | 0.0821 | 1.1024 | 1.0500 |
56
- | No log | 0.4762 | 10 | 1.1094 | 0.0585 | 1.1094 | 1.0533 |
57
- | No log | 0.5714 | 12 | 1.1393 | 0.1635 | 1.1393 | 1.0674 |
58
- | No log | 0.6667 | 14 | 1.1153 | 0.0575 | 1.1153 | 1.0561 |
59
- | No log | 0.7619 | 16 | 1.1076 | 0.0403 | 1.1076 | 1.0524 |
60
- | No log | 0.8571 | 18 | 1.4820 | 0.0239 | 1.4820 | 1.2174 |
61
- | No log | 0.9524 | 20 | 1.1180 | 0.1976 | 1.1180 | 1.0573 |
62
- | No log | 1.0476 | 22 | 0.8182 | 0.2749 | 0.8182 | 0.9046 |
63
- | No log | 1.1429 | 24 | 0.8168 | 0.2883 | 0.8168 | 0.9038 |
64
- | No log | 1.2381 | 26 | 0.7903 | 0.2285 | 0.7903 | 0.8890 |
65
- | No log | 1.3333 | 28 | 0.7665 | 0.1775 | 0.7665 | 0.8755 |
66
- | No log | 1.4286 | 30 | 0.7505 | 0.1529 | 0.7505 | 0.8663 |
67
- | No log | 1.5238 | 32 | 0.7492 | 0.2852 | 0.7492 | 0.8656 |
68
- | No log | 1.6190 | 34 | 0.7672 | 0.2783 | 0.7672 | 0.8759 |
69
- | No log | 1.7143 | 36 | 0.8015 | 0.2096 | 0.8015 | 0.8953 |
70
- | No log | 1.8095 | 38 | 0.8461 | 0.2467 | 0.8461 | 0.9198 |
71
- | No log | 1.9048 | 40 | 0.8085 | 0.2530 | 0.8085 | 0.8991 |
72
- | No log | 2.0 | 42 | 0.8386 | 0.2385 | 0.8386 | 0.9158 |
73
- | No log | 2.0952 | 44 | 0.8276 | 0.2013 | 0.8276 | 0.9097 |
74
- | No log | 2.1905 | 46 | 0.8185 | 0.2335 | 0.8185 | 0.9047 |
75
- | No log | 2.2857 | 48 | 0.8016 | 0.2593 | 0.8016 | 0.8953 |
76
- | No log | 2.3810 | 50 | 0.8480 | 0.3481 | 0.8480 | 0.9209 |
77
- | No log | 2.4762 | 52 | 0.8852 | 0.2815 | 0.8852 | 0.9409 |
78
- | No log | 2.5714 | 54 | 0.8411 | 0.2911 | 0.8411 | 0.9171 |
79
- | No log | 2.6667 | 56 | 0.8594 | 0.2831 | 0.8594 | 0.9270 |
80
- | No log | 2.7619 | 58 | 0.8903 | 0.3085 | 0.8903 | 0.9436 |
81
- | No log | 2.8571 | 60 | 0.8362 | 0.2867 | 0.8362 | 0.9145 |
82
- | No log | 2.9524 | 62 | 0.8302 | 0.2019 | 0.8302 | 0.9112 |
83
- | No log | 3.0476 | 64 | 0.8388 | 0.2379 | 0.8388 | 0.9159 |
84
- | No log | 3.1429 | 66 | 0.8160 | 0.2279 | 0.8160 | 0.9033 |
85
- | No log | 3.2381 | 68 | 0.9054 | 0.2724 | 0.9054 | 0.9515 |
86
- | No log | 3.3333 | 70 | 0.8891 | 0.2751 | 0.8891 | 0.9429 |
87
- | No log | 3.4286 | 72 | 0.8820 | 0.2835 | 0.8820 | 0.9391 |
88
- | No log | 3.5238 | 74 | 0.9150 | 0.2221 | 0.9150 | 0.9566 |
89
- | No log | 3.6190 | 76 | 0.9658 | 0.1755 | 0.9658 | 0.9828 |
90
- | No log | 3.7143 | 78 | 1.0566 | 0.0956 | 1.0566 | 1.0279 |
91
- | No log | 3.8095 | 80 | 1.1198 | 0.2251 | 1.1198 | 1.0582 |
92
- | No log | 3.9048 | 82 | 1.4419 | 0.1574 | 1.4419 | 1.2008 |
93
- | No log | 4.0 | 84 | 1.6727 | 0.1445 | 1.6727 | 1.2933 |
94
- | No log | 4.0952 | 86 | 1.4719 | 0.1704 | 1.4719 | 1.2132 |
95
- | No log | 4.1905 | 88 | 1.0848 | 0.1302 | 1.0848 | 1.0416 |
96
- | No log | 4.2857 | 90 | 1.0450 | 0.1341 | 1.0450 | 1.0222 |
97
- | No log | 4.3810 | 92 | 0.9717 | 0.0563 | 0.9717 | 0.9857 |
98
- | No log | 4.4762 | 94 | 1.1013 | 0.2779 | 1.1013 | 1.0494 |
99
- | No log | 4.5714 | 96 | 1.2572 | 0.1875 | 1.2572 | 1.1213 |
100
- | No log | 4.6667 | 98 | 1.1461 | 0.2613 | 1.1461 | 1.0706 |
101
- | No log | 4.7619 | 100 | 0.8364 | 0.3314 | 0.8364 | 0.9146 |
102
- | No log | 4.8571 | 102 | 0.8550 | 0.2796 | 0.8550 | 0.9247 |
103
- | No log | 4.9524 | 104 | 0.8449 | 0.3051 | 0.8449 | 0.9192 |
104
- | No log | 5.0476 | 106 | 0.7775 | 0.3375 | 0.7775 | 0.8818 |
105
- | No log | 5.1429 | 108 | 1.0032 | 0.3022 | 1.0032 | 1.0016 |
106
- | No log | 5.2381 | 110 | 1.0715 | 0.2948 | 1.0715 | 1.0351 |
107
- | No log | 5.3333 | 112 | 0.9043 | 0.3333 | 0.9043 | 0.9509 |
108
- | No log | 5.4286 | 114 | 0.8798 | 0.3648 | 0.8798 | 0.9380 |
109
- | No log | 5.5238 | 116 | 0.8967 | 0.3159 | 0.8967 | 0.9469 |
110
- | No log | 5.6190 | 118 | 0.8604 | 0.2508 | 0.8604 | 0.9276 |
111
- | No log | 5.7143 | 120 | 0.8928 | 0.2114 | 0.8928 | 0.9449 |
112
- | No log | 5.8095 | 122 | 0.9773 | 0.3005 | 0.9773 | 0.9886 |
113
- | No log | 5.9048 | 124 | 1.1582 | 0.1884 | 1.1582 | 1.0762 |
114
- | No log | 6.0 | 126 | 1.0948 | 0.2329 | 1.0948 | 1.0463 |
115
- | No log | 6.0952 | 128 | 1.0315 | 0.1902 | 1.0315 | 1.0156 |
116
- | No log | 6.1905 | 130 | 1.0567 | 0.1453 | 1.0567 | 1.0280 |
117
- | No log | 6.2857 | 132 | 1.0328 | 0.1682 | 1.0328 | 1.0163 |
118
- | No log | 6.3810 | 134 | 0.9671 | 0.1672 | 0.9671 | 0.9834 |
119
- | No log | 6.4762 | 136 | 0.9753 | 0.3028 | 0.9753 | 0.9876 |
120
- | No log | 6.5714 | 138 | 0.9536 | 0.3028 | 0.9536 | 0.9765 |
121
- | No log | 6.6667 | 140 | 0.8584 | 0.1888 | 0.8584 | 0.9265 |
122
- | No log | 6.7619 | 142 | 0.8993 | 0.1725 | 0.8993 | 0.9483 |
123
- | No log | 6.8571 | 144 | 0.9300 | 0.3051 | 0.9300 | 0.9644 |
124
- | No log | 6.9524 | 146 | 0.8469 | 0.2944 | 0.8469 | 0.9203 |
125
- | No log | 7.0476 | 148 | 0.9265 | 0.2149 | 0.9265 | 0.9625 |
126
- | No log | 7.1429 | 150 | 1.0437 | 0.2686 | 1.0437 | 1.0216 |
127
- | No log | 7.2381 | 152 | 0.9093 | 0.2651 | 0.9093 | 0.9536 |
128
- | No log | 7.3333 | 154 | 0.8416 | 0.2213 | 0.8416 | 0.9174 |
129
- | No log | 7.4286 | 156 | 0.9599 | 0.2932 | 0.9599 | 0.9798 |
130
- | No log | 7.5238 | 158 | 0.9791 | 0.2571 | 0.9791 | 0.9895 |
131
- | No log | 7.6190 | 160 | 0.9480 | 0.1843 | 0.9480 | 0.9736 |
132
- | No log | 7.7143 | 162 | 1.1183 | 0.2665 | 1.1183 | 1.0575 |
133
- | No log | 7.8095 | 164 | 1.1255 | 0.2686 | 1.1255 | 1.0609 |
134
- | No log | 7.9048 | 166 | 0.9692 | 0.1835 | 0.9692 | 0.9845 |
135
- | No log | 8.0 | 168 | 0.9523 | 0.1968 | 0.9523 | 0.9758 |
136
- | No log | 8.0952 | 170 | 0.8893 | 0.1391 | 0.8893 | 0.9430 |
137
- | No log | 8.1905 | 172 | 0.8643 | 0.2114 | 0.8643 | 0.9297 |
138
- | No log | 8.2857 | 174 | 0.8362 | 0.2114 | 0.8362 | 0.9145 |
139
- | No log | 8.3810 | 176 | 0.8503 | 0.3183 | 0.8503 | 0.9221 |
140
- | No log | 8.4762 | 178 | 0.8820 | 0.3256 | 0.8820 | 0.9392 |
141
- | No log | 8.5714 | 180 | 0.8135 | 0.3183 | 0.8135 | 0.9020 |
142
- | No log | 8.6667 | 182 | 0.7584 | 0.2072 | 0.7584 | 0.8708 |
143
- | No log | 8.7619 | 184 | 0.8603 | 0.3459 | 0.8603 | 0.9275 |
144
- | No log | 8.8571 | 186 | 0.8508 | 0.2886 | 0.8508 | 0.9224 |
145
- | No log | 8.9524 | 188 | 0.7614 | 0.2398 | 0.7614 | 0.8726 |
146
- | No log | 9.0476 | 190 | 0.7850 | 0.2502 | 0.7850 | 0.8860 |
147
- | No log | 9.1429 | 192 | 0.8419 | 0.2988 | 0.8419 | 0.9175 |
148
- | No log | 9.2381 | 194 | 0.8754 | 0.2320 | 0.8754 | 0.9356 |
149
- | No log | 9.3333 | 196 | 0.9470 | 0.1472 | 0.9470 | 0.9731 |
150
- | No log | 9.4286 | 198 | 1.0084 | 0.1940 | 1.0084 | 1.0042 |
151
- | No log | 9.5238 | 200 | 0.9959 | 0.1734 | 0.9959 | 0.9980 |
152
- | No log | 9.6190 | 202 | 1.0408 | 0.2779 | 1.0408 | 1.0202 |
153
- | No log | 9.7143 | 204 | 0.9481 | 0.1969 | 0.9481 | 0.9737 |
154
- | No log | 9.8095 | 206 | 0.8561 | 0.0909 | 0.8561 | 0.9253 |
155
- | No log | 9.9048 | 208 | 0.8541 | 0.2349 | 0.8541 | 0.9242 |
156
- | No log | 10.0 | 210 | 0.8401 | 0.1208 | 0.8401 | 0.9166 |
157
- | No log | 10.0952 | 212 | 0.9573 | 0.2578 | 0.9573 | 0.9784 |
158
- | No log | 10.1905 | 214 | 1.1281 | 0.2439 | 1.1281 | 1.0621 |
159
- | No log | 10.2857 | 216 | 1.0280 | 0.2706 | 1.0280 | 1.0139 |
160
- | No log | 10.3810 | 218 | 0.8390 | 0.2993 | 0.8390 | 0.9160 |
161
- | No log | 10.4762 | 220 | 0.8161 | 0.2295 | 0.8161 | 0.9034 |
162
- | No log | 10.5714 | 222 | 0.8574 | 0.2260 | 0.8574 | 0.9260 |
163
- | No log | 10.6667 | 224 | 0.8228 | 0.2537 | 0.8228 | 0.9071 |
164
- | No log | 10.7619 | 226 | 0.8226 | 0.2780 | 0.8226 | 0.9070 |
165
- | No log | 10.8571 | 228 | 0.8460 | 0.3359 | 0.8460 | 0.9198 |
166
- | No log | 10.9524 | 230 | 0.8065 | 0.3042 | 0.8065 | 0.8980 |
167
- | No log | 11.0476 | 232 | 0.7364 | 0.2589 | 0.7364 | 0.8581 |
168
- | No log | 11.1429 | 234 | 0.7039 | 0.2407 | 0.7039 | 0.8390 |
169
- | No log | 11.2381 | 236 | 0.7076 | 0.2407 | 0.7076 | 0.8412 |
170
- | No log | 11.3333 | 238 | 0.7244 | 0.2683 | 0.7244 | 0.8511 |
171
- | No log | 11.4286 | 240 | 0.7665 | 0.3102 | 0.7665 | 0.8755 |
172
- | No log | 11.5238 | 242 | 0.7977 | 0.3331 | 0.7977 | 0.8931 |
173
- | No log | 11.6190 | 244 | 0.7836 | 0.3102 | 0.7836 | 0.8852 |
174
- | No log | 11.7143 | 246 | 0.7565 | 0.2772 | 0.7565 | 0.8698 |
175
- | No log | 11.8095 | 248 | 0.7413 | 0.2502 | 0.7413 | 0.8610 |
176
- | No log | 11.9048 | 250 | 0.7746 | 0.3590 | 0.7746 | 0.8801 |
177
- | No log | 12.0 | 252 | 0.7577 | 0.2913 | 0.7577 | 0.8704 |
178
- | No log | 12.0952 | 254 | 0.7939 | 0.3234 | 0.7939 | 0.8910 |
179
- | No log | 12.1905 | 256 | 0.8954 | 0.3623 | 0.8954 | 0.9463 |
180
- | No log | 12.2857 | 258 | 0.9441 | 0.3499 | 0.9441 | 0.9717 |
181
- | No log | 12.3810 | 260 | 0.7890 | 0.2817 | 0.7890 | 0.8882 |
182
- | No log | 12.4762 | 262 | 0.7310 | 0.3341 | 0.7310 | 0.8550 |
183
- | No log | 12.5714 | 264 | 0.7353 | 0.3498 | 0.7353 | 0.8575 |
184
- | No log | 12.6667 | 266 | 0.7067 | 0.3041 | 0.7067 | 0.8406 |
185
- | No log | 12.7619 | 268 | 0.7524 | 0.3498 | 0.7524 | 0.8674 |
186
- | No log | 12.8571 | 270 | 0.8187 | 0.3409 | 0.8187 | 0.9048 |
187
- | No log | 12.9524 | 272 | 0.8825 | 0.3394 | 0.8825 | 0.9394 |
188
- | No log | 13.0476 | 274 | 0.7962 | 0.3500 | 0.7962 | 0.8923 |
189
- | No log | 13.1429 | 276 | 0.7132 | 0.3308 | 0.7132 | 0.8445 |
190
- | No log | 13.2381 | 278 | 0.7181 | 0.3425 | 0.7181 | 0.8474 |
191
- | No log | 13.3333 | 280 | 0.7292 | 0.3485 | 0.7292 | 0.8539 |
192
- | No log | 13.4286 | 282 | 0.7014 | 0.3485 | 0.7014 | 0.8375 |
193
- | No log | 13.5238 | 284 | 0.6811 | 0.3762 | 0.6811 | 0.8253 |
194
- | No log | 13.6190 | 286 | 0.6714 | 0.3425 | 0.6714 | 0.8194 |
195
- | No log | 13.7143 | 288 | 0.6578 | 0.3425 | 0.6578 | 0.8110 |
196
- | No log | 13.8095 | 290 | 0.6748 | 0.4397 | 0.6748 | 0.8215 |
197
- | No log | 13.9048 | 292 | 0.7176 | 0.3662 | 0.7176 | 0.8471 |
198
- | No log | 14.0 | 294 | 0.7153 | 0.3545 | 0.7153 | 0.8458 |
199
- | No log | 14.0952 | 296 | 0.7062 | 0.3545 | 0.7062 | 0.8404 |
200
- | No log | 14.1905 | 298 | 0.6887 | 0.2916 | 0.6887 | 0.8299 |
201
- | No log | 14.2857 | 300 | 0.7361 | 0.2259 | 0.7361 | 0.8579 |
202
- | No log | 14.3810 | 302 | 0.7025 | 0.2916 | 0.7025 | 0.8382 |
203
- | No log | 14.4762 | 304 | 0.8151 | 0.3590 | 0.8151 | 0.9028 |
204
- | No log | 14.5714 | 306 | 1.2944 | 0.2398 | 1.2944 | 1.1377 |
205
- | No log | 14.6667 | 308 | 1.4718 | 0.2056 | 1.4718 | 1.2132 |
206
- | No log | 14.7619 | 310 | 1.2234 | 0.3016 | 1.2234 | 1.1061 |
207
- | No log | 14.8571 | 312 | 0.8903 | 0.3439 | 0.8903 | 0.9435 |
208
- | No log | 14.9524 | 314 | 0.7788 | 0.2593 | 0.7788 | 0.8825 |
209
- | No log | 15.0476 | 316 | 0.8964 | 0.2332 | 0.8964 | 0.9468 |
210
- | No log | 15.1429 | 318 | 0.9526 | 0.2345 | 0.9526 | 0.9760 |
211
- | No log | 15.2381 | 320 | 0.9089 | 0.1999 | 0.9089 | 0.9534 |
212
- | No log | 15.3333 | 322 | 0.8940 | 0.2449 | 0.8940 | 0.9455 |
213
- | No log | 15.4286 | 324 | 0.9577 | 0.2305 | 0.9577 | 0.9786 |
214
- | No log | 15.5238 | 326 | 1.0153 | 0.2442 | 1.0153 | 1.0076 |
215
- | No log | 15.6190 | 328 | 0.9611 | 0.2315 | 0.9611 | 0.9804 |
216
- | No log | 15.7143 | 330 | 0.8726 | 0.2285 | 0.8726 | 0.9341 |
217
- | No log | 15.8095 | 332 | 0.8503 | 0.2345 | 0.8503 | 0.9221 |
218
- | No log | 15.9048 | 334 | 0.8693 | 0.1953 | 0.8693 | 0.9324 |
219
- | No log | 16.0 | 336 | 0.9152 | 0.1531 | 0.9152 | 0.9567 |
220
- | No log | 16.0952 | 338 | 0.9839 | 0.0960 | 0.9839 | 0.9919 |
221
- | No log | 16.1905 | 340 | 1.0535 | 0.1701 | 1.0535 | 1.0264 |
222
- | No log | 16.2857 | 342 | 1.0470 | 0.1399 | 1.0470 | 1.0232 |
223
- | No log | 16.3810 | 344 | 1.0007 | 0.1209 | 1.0007 | 1.0003 |
224
- | No log | 16.4762 | 346 | 1.0014 | 0.1441 | 1.0014 | 1.0007 |
225
- | No log | 16.5714 | 348 | 0.9588 | 0.1870 | 0.9588 | 0.9792 |
226
- | No log | 16.6667 | 350 | 0.8859 | 0.1357 | 0.8859 | 0.9412 |
227
- | No log | 16.7619 | 352 | 0.8409 | 0.2129 | 0.8409 | 0.9170 |
228
- | No log | 16.8571 | 354 | 0.7985 | 0.1699 | 0.7985 | 0.8936 |
229
- | No log | 16.9524 | 356 | 0.7700 | 0.1790 | 0.7700 | 0.8775 |
230
- | No log | 17.0476 | 358 | 0.7707 | 0.1011 | 0.7707 | 0.8779 |
231
- | No log | 17.1429 | 360 | 0.7770 | 0.0604 | 0.7770 | 0.8815 |
232
- | No log | 17.2381 | 362 | 0.8160 | 0.1577 | 0.8160 | 0.9033 |
233
- | No log | 17.3333 | 364 | 0.9831 | 0.1884 | 0.9831 | 0.9915 |
234
- | No log | 17.4286 | 366 | 1.1012 | 0.2424 | 1.1012 | 1.0494 |
235
- | No log | 17.5238 | 368 | 1.0580 | 0.1486 | 1.0580 | 1.0286 |
236
- | No log | 17.6190 | 370 | 0.9665 | 0.1357 | 0.9665 | 0.9831 |
237
- | No log | 17.7143 | 372 | 0.9632 | 0.1357 | 0.9632 | 0.9814 |
238
- | No log | 17.8095 | 374 | 0.9798 | 0.1694 | 0.9798 | 0.9898 |
239
- | No log | 17.9048 | 376 | 0.9413 | 0.2253 | 0.9413 | 0.9702 |
240
- | No log | 18.0 | 378 | 0.8676 | 0.1357 | 0.8676 | 0.9314 |
241
- | No log | 18.0952 | 380 | 0.8245 | 0.2661 | 0.8245 | 0.9080 |
242
- | No log | 18.1905 | 382 | 0.7958 | 0.2224 | 0.7958 | 0.8921 |
243
- | No log | 18.2857 | 384 | 0.7877 | 0.2593 | 0.7877 | 0.8875 |
244
- | No log | 18.3810 | 386 | 0.7896 | 0.2593 | 0.7896 | 0.8886 |
245
- | No log | 18.4762 | 388 | 0.7794 | 0.2593 | 0.7794 | 0.8828 |
246
- | No log | 18.5714 | 390 | 0.7758 | 0.2563 | 0.7758 | 0.8808 |
247
- | No log | 18.6667 | 392 | 0.8117 | 0.2027 | 0.8117 | 0.9010 |
248
- | No log | 18.7619 | 394 | 0.8359 | 0.2662 | 0.8359 | 0.9143 |
249
- | No log | 18.8571 | 396 | 0.7973 | 0.2718 | 0.7973 | 0.8929 |
250
- | No log | 18.9524 | 398 | 0.7536 | 0.2593 | 0.7536 | 0.8681 |
251
- | No log | 19.0476 | 400 | 0.7650 | 0.2287 | 0.7650 | 0.8747 |
252
- | No log | 19.1429 | 402 | 0.7625 | 0.2342 | 0.7625 | 0.8732 |
253
- | No log | 19.2381 | 404 | 0.7355 | 0.1986 | 0.7355 | 0.8576 |
254
- | No log | 19.3333 | 406 | 0.7619 | 0.2027 | 0.7619 | 0.8729 |
255
- | No log | 19.4286 | 408 | 0.8370 | 0.2817 | 0.8370 | 0.9149 |
256
- | No log | 19.5238 | 410 | 0.9290 | 0.3100 | 0.9290 | 0.9639 |
257
- | No log | 19.6190 | 412 | 0.9158 | 0.3456 | 0.9158 | 0.9570 |
258
- | No log | 19.7143 | 414 | 0.8948 | 0.2943 | 0.8948 | 0.9459 |
259
- | No log | 19.8095 | 416 | 0.9123 | 0.3100 | 0.9123 | 0.9551 |
260
- | No log | 19.9048 | 418 | 0.8879 | 0.2415 | 0.8879 | 0.9423 |
261
- | No log | 20.0 | 420 | 0.8832 | 0.2975 | 0.8832 | 0.9398 |
262
- | No log | 20.0952 | 422 | 0.8381 | 0.3121 | 0.8381 | 0.9155 |
263
- | No log | 20.1905 | 424 | 0.8077 | 0.2058 | 0.8077 | 0.8987 |
264
- | No log | 20.2857 | 426 | 0.7890 | 0.2058 | 0.7890 | 0.8883 |
265
- | No log | 20.3810 | 428 | 0.7671 | 0.2161 | 0.7671 | 0.8758 |
266
- | No log | 20.4762 | 430 | 0.7304 | 0.1986 | 0.7304 | 0.8546 |
267
- | No log | 20.5714 | 432 | 0.7289 | 0.2360 | 0.7289 | 0.8537 |
268
- | No log | 20.6667 | 434 | 0.7616 | 0.1260 | 0.7616 | 0.8727 |
269
- | No log | 20.7619 | 436 | 0.8512 | 0.3280 | 0.8512 | 0.9226 |
270
- | No log | 20.8571 | 438 | 0.9132 | 0.3909 | 0.9132 | 0.9556 |
271
- | No log | 20.9524 | 440 | 0.8785 | 0.3520 | 0.8785 | 0.9373 |
272
- | No log | 21.0476 | 442 | 0.8111 | 0.2058 | 0.8111 | 0.9006 |
273
- | No log | 21.1429 | 444 | 0.8274 | 0.2009 | 0.8274 | 0.9096 |
274
- | No log | 21.2381 | 446 | 0.8213 | 0.1786 | 0.8213 | 0.9062 |
275
- | No log | 21.3333 | 448 | 0.8248 | 0.1976 | 0.8248 | 0.9082 |
276
- | No log | 21.4286 | 450 | 0.8192 | 0.1976 | 0.8192 | 0.9051 |
277
- | No log | 21.5238 | 452 | 0.8010 | 0.2140 | 0.8010 | 0.8950 |
278
- | No log | 21.6190 | 454 | 0.7897 | 0.2193 | 0.7897 | 0.8887 |
279
- | No log | 21.7143 | 456 | 0.7790 | 0.2247 | 0.7790 | 0.8826 |
280
- | No log | 21.8095 | 458 | 0.7638 | 0.2621 | 0.7638 | 0.8739 |
281
- | No log | 21.9048 | 460 | 0.7618 | 0.2809 | 0.7618 | 0.8728 |
282
- | No log | 22.0 | 462 | 0.7718 | 0.2784 | 0.7718 | 0.8785 |
283
- | No log | 22.0952 | 464 | 0.7694 | 0.2932 | 0.7694 | 0.8771 |
284
- | No log | 22.1905 | 466 | 0.7300 | 0.2718 | 0.7300 | 0.8544 |
285
- | No log | 22.2857 | 468 | 0.7059 | 0.2023 | 0.7059 | 0.8402 |
286
- | No log | 22.3810 | 470 | 0.7044 | 0.2744 | 0.7044 | 0.8393 |
287
- | No log | 22.4762 | 472 | 0.7157 | 0.2712 | 0.7157 | 0.8460 |
288
- | No log | 22.5714 | 474 | 0.7423 | 0.2744 | 0.7423 | 0.8616 |
289
- | No log | 22.6667 | 476 | 0.8831 | 0.3864 | 0.8831 | 0.9397 |
290
- | No log | 22.7619 | 478 | 1.0489 | 0.2857 | 1.0489 | 1.0242 |
291
- | No log | 22.8571 | 480 | 1.0540 | 0.3046 | 1.0540 | 1.0266 |
292
- | No log | 22.9524 | 482 | 0.9307 | 0.2846 | 0.9307 | 0.9647 |
293
- | No log | 23.0476 | 484 | 0.8341 | 0.1986 | 0.8341 | 0.9133 |
294
- | No log | 23.1429 | 486 | 0.8126 | 0.1999 | 0.8126 | 0.9014 |
295
- | No log | 23.2381 | 488 | 0.7899 | 0.1361 | 0.7899 | 0.8888 |
296
- | No log | 23.3333 | 490 | 0.7701 | 0.1012 | 0.7701 | 0.8776 |
297
- | No log | 23.4286 | 492 | 0.8007 | 0.1308 | 0.8007 | 0.8948 |
298
- | No log | 23.5238 | 494 | 0.8598 | 0.2839 | 0.8598 | 0.9272 |
299
- | No log | 23.6190 | 496 | 0.9148 | 0.3173 | 0.9148 | 0.9565 |
300
- | No log | 23.7143 | 498 | 0.9187 | 0.3432 | 0.9187 | 0.9585 |
301
- | 0.2913 | 23.8095 | 500 | 0.8874 | 0.3021 | 0.8874 | 0.9420 |
302
- | 0.2913 | 23.9048 | 502 | 0.8530 | 0.2501 | 0.8530 | 0.9236 |
303
- | 0.2913 | 24.0 | 504 | 0.8176 | 0.2453 | 0.8176 | 0.9042 |
304
- | 0.2913 | 24.0952 | 506 | 0.8090 | 0.2152 | 0.8090 | 0.8995 |
305
- | 0.2913 | 24.1905 | 508 | 0.8322 | 0.2747 | 0.8322 | 0.9123 |
306
- | 0.2913 | 24.2857 | 510 | 0.8576 | 0.4097 | 0.8576 | 0.9261 |
307
- | 0.2913 | 24.3810 | 512 | 0.8382 | 0.2831 | 0.8382 | 0.9155 |
308
- | 0.2913 | 24.4762 | 514 | 0.8043 | 0.2152 | 0.8043 | 0.8968 |
309
- | 0.2913 | 24.5714 | 516 | 0.8040 | 0.1951 | 0.8040 | 0.8966 |
310
- | 0.2913 | 24.6667 | 518 | 0.8044 | 0.1999 | 0.8044 | 0.8969 |
311
- | 0.2913 | 24.7619 | 520 | 0.7818 | 0.1952 | 0.7818 | 0.8842 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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: 0.6534
19
+ - Qwk: 0.5254
20
+ - Mse: 0.6534
21
+ - Rmse: 0.8084
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0741 | 2 | 2.4986 | -0.0924 | 2.4986 | 1.5807 |
53
+ | No log | 0.1481 | 4 | 1.1492 | 0.1856 | 1.1492 | 1.0720 |
54
+ | No log | 0.2222 | 6 | 1.0818 | -0.0550 | 1.0818 | 1.0401 |
55
+ | No log | 0.2963 | 8 | 1.0794 | 0.0442 | 1.0794 | 1.0390 |
56
+ | No log | 0.3704 | 10 | 1.2113 | -0.0058 | 1.2113 | 1.1006 |
57
+ | No log | 0.4444 | 12 | 1.3256 | -0.0665 | 1.3256 | 1.1514 |
58
+ | No log | 0.5185 | 14 | 1.3889 | -0.0517 | 1.3889 | 1.1785 |
59
+ | No log | 0.5926 | 16 | 1.1396 | 0.1469 | 1.1396 | 1.0675 |
60
+ | No log | 0.6667 | 18 | 1.0366 | 0.1469 | 1.0366 | 1.0181 |
61
+ | No log | 0.7407 | 20 | 0.9565 | 0.2114 | 0.9565 | 0.9780 |
62
+ | No log | 0.8148 | 22 | 0.9161 | 0.1570 | 0.9161 | 0.9571 |
63
+ | No log | 0.8889 | 24 | 0.9314 | 0.1452 | 0.9314 | 0.9651 |
64
+ | No log | 0.9630 | 26 | 0.9039 | 0.2163 | 0.9039 | 0.9508 |
65
+ | No log | 1.0370 | 28 | 0.8069 | 0.2456 | 0.8069 | 0.8983 |
66
+ | No log | 1.1111 | 30 | 0.7905 | 0.2204 | 0.7905 | 0.8891 |
67
+ | No log | 1.1852 | 32 | 0.7905 | 0.2149 | 0.7905 | 0.8891 |
68
+ | No log | 1.2593 | 34 | 0.7946 | 0.2712 | 0.7946 | 0.8914 |
69
+ | No log | 1.3333 | 36 | 0.9880 | 0.1451 | 0.9880 | 0.9940 |
70
+ | No log | 1.4074 | 38 | 0.9193 | 0.2080 | 0.9193 | 0.9588 |
71
+ | No log | 1.4815 | 40 | 0.7745 | 0.2872 | 0.7745 | 0.8800 |
72
+ | No log | 1.5556 | 42 | 0.7203 | 0.2506 | 0.7203 | 0.8487 |
73
+ | No log | 1.6296 | 44 | 0.7076 | 0.1807 | 0.7076 | 0.8412 |
74
+ | No log | 1.7037 | 46 | 0.7031 | 0.2181 | 0.7031 | 0.8385 |
75
+ | No log | 1.7778 | 48 | 0.7165 | 0.1981 | 0.7165 | 0.8465 |
76
+ | No log | 1.8519 | 50 | 0.7222 | 0.1979 | 0.7222 | 0.8498 |
77
+ | No log | 1.9259 | 52 | 0.6939 | 0.3229 | 0.6939 | 0.8330 |
78
+ | No log | 2.0 | 54 | 0.6992 | 0.3020 | 0.6992 | 0.8362 |
79
+ | No log | 2.0741 | 56 | 0.7742 | 0.3359 | 0.7742 | 0.8799 |
80
+ | No log | 2.1481 | 58 | 0.7674 | 0.3359 | 0.7674 | 0.8760 |
81
+ | No log | 2.2222 | 60 | 0.7663 | 0.3530 | 0.7663 | 0.8754 |
82
+ | No log | 2.2963 | 62 | 0.8405 | 0.3408 | 0.8405 | 0.9168 |
83
+ | No log | 2.3704 | 64 | 0.9533 | 0.2456 | 0.9533 | 0.9764 |
84
+ | No log | 2.4444 | 66 | 0.9732 | 0.2756 | 0.9732 | 0.9865 |
85
+ | No log | 2.5185 | 68 | 0.8163 | 0.2825 | 0.8163 | 0.9035 |
86
+ | No log | 2.5926 | 70 | 0.7167 | 0.2182 | 0.7167 | 0.8466 |
87
+ | No log | 2.6667 | 72 | 0.7294 | 0.3445 | 0.7294 | 0.8541 |
88
+ | No log | 2.7407 | 74 | 0.7023 | 0.3228 | 0.7023 | 0.8380 |
89
+ | No log | 2.8148 | 76 | 0.6920 | 0.2607 | 0.6920 | 0.8319 |
90
+ | No log | 2.8889 | 78 | 0.6981 | 0.2607 | 0.6981 | 0.8356 |
91
+ | No log | 2.9630 | 80 | 0.6861 | 0.2145 | 0.6861 | 0.8283 |
92
+ | No log | 3.0370 | 82 | 0.6761 | 0.2857 | 0.6761 | 0.8223 |
93
+ | No log | 3.1111 | 84 | 0.6966 | 0.2857 | 0.6966 | 0.8346 |
94
+ | No log | 3.1852 | 86 | 0.6821 | 0.2857 | 0.6821 | 0.8259 |
95
+ | No log | 3.2593 | 88 | 0.6495 | 0.3323 | 0.6495 | 0.8059 |
96
+ | No log | 3.3333 | 90 | 0.7237 | 0.1739 | 0.7237 | 0.8507 |
97
+ | No log | 3.4074 | 92 | 0.8812 | 0.2813 | 0.8812 | 0.9387 |
98
+ | No log | 3.4815 | 94 | 0.8390 | 0.2813 | 0.8390 | 0.9160 |
99
+ | No log | 3.5556 | 96 | 0.7116 | 0.3590 | 0.7116 | 0.8436 |
100
+ | No log | 3.6296 | 98 | 0.6633 | 0.3474 | 0.6633 | 0.8145 |
101
+ | No log | 3.7037 | 100 | 0.7756 | 0.3167 | 0.7756 | 0.8807 |
102
+ | No log | 3.7778 | 102 | 0.8524 | 0.4432 | 0.8524 | 0.9233 |
103
+ | No log | 3.8519 | 104 | 0.7608 | 0.4112 | 0.7608 | 0.8723 |
104
+ | No log | 3.9259 | 106 | 0.6092 | 0.3836 | 0.6092 | 0.7805 |
105
+ | No log | 4.0 | 108 | 0.6286 | 0.3780 | 0.6286 | 0.7928 |
106
+ | No log | 4.0741 | 110 | 0.6629 | 0.2979 | 0.6629 | 0.8142 |
107
+ | No log | 4.1481 | 112 | 0.7605 | 0.1959 | 0.7605 | 0.8721 |
108
+ | No log | 4.2222 | 114 | 0.8835 | 0.2787 | 0.8835 | 0.9400 |
109
+ | No log | 4.2963 | 116 | 0.8628 | 0.3361 | 0.8628 | 0.9289 |
110
+ | No log | 4.3704 | 118 | 0.7693 | 0.3216 | 0.7693 | 0.8771 |
111
+ | No log | 4.4444 | 120 | 0.6808 | 0.2857 | 0.6808 | 0.8251 |
112
+ | No log | 4.5185 | 122 | 0.6235 | 0.3258 | 0.6235 | 0.7896 |
113
+ | No log | 4.5926 | 124 | 0.6641 | 0.4124 | 0.6641 | 0.8149 |
114
+ | No log | 4.6667 | 126 | 0.7144 | 0.4997 | 0.7144 | 0.8452 |
115
+ | No log | 4.7407 | 128 | 0.6978 | 0.4769 | 0.6978 | 0.8353 |
116
+ | No log | 4.8148 | 130 | 0.6561 | 0.4774 | 0.6561 | 0.8100 |
117
+ | No log | 4.8889 | 132 | 0.6440 | 0.3833 | 0.6440 | 0.8025 |
118
+ | No log | 4.9630 | 134 | 0.8176 | 0.3676 | 0.8176 | 0.9042 |
119
+ | No log | 5.0370 | 136 | 1.1016 | 0.2702 | 1.1016 | 1.0496 |
120
+ | No log | 5.1111 | 138 | 1.0484 | 0.2604 | 1.0484 | 1.0239 |
121
+ | No log | 5.1852 | 140 | 0.7892 | 0.3373 | 0.7892 | 0.8884 |
122
+ | No log | 5.2593 | 142 | 0.6335 | 0.3754 | 0.6335 | 0.7960 |
123
+ | No log | 5.3333 | 144 | 0.7057 | 0.4618 | 0.7057 | 0.8400 |
124
+ | No log | 5.4074 | 146 | 0.8194 | 0.3604 | 0.8194 | 0.9052 |
125
+ | No log | 5.4815 | 148 | 0.8048 | 0.3844 | 0.8048 | 0.8971 |
126
+ | No log | 5.5556 | 150 | 0.6955 | 0.4352 | 0.6955 | 0.8340 |
127
+ | No log | 5.6296 | 152 | 0.6304 | 0.3530 | 0.6304 | 0.7940 |
128
+ | No log | 5.7037 | 154 | 0.7483 | 0.3547 | 0.7483 | 0.8650 |
129
+ | No log | 5.7778 | 156 | 0.8251 | 0.3825 | 0.8251 | 0.9084 |
130
+ | No log | 5.8519 | 158 | 0.7427 | 0.3986 | 0.7427 | 0.8618 |
131
+ | No log | 5.9259 | 160 | 0.6369 | 0.3396 | 0.6369 | 0.7981 |
132
+ | No log | 6.0 | 162 | 0.6091 | 0.3580 | 0.6091 | 0.7804 |
133
+ | No log | 6.0741 | 164 | 0.6288 | 0.3836 | 0.6288 | 0.7930 |
134
+ | No log | 6.1481 | 166 | 0.6447 | 0.4027 | 0.6447 | 0.8029 |
135
+ | No log | 6.2222 | 168 | 0.6446 | 0.4147 | 0.6446 | 0.8029 |
136
+ | No log | 6.2963 | 170 | 0.6527 | 0.4314 | 0.6527 | 0.8079 |
137
+ | No log | 6.3704 | 172 | 0.6597 | 0.4157 | 0.6597 | 0.8122 |
138
+ | No log | 6.4444 | 174 | 0.6194 | 0.4397 | 0.6194 | 0.7870 |
139
+ | No log | 6.5185 | 176 | 0.6011 | 0.4027 | 0.6011 | 0.7753 |
140
+ | No log | 6.5926 | 178 | 0.6465 | 0.3566 | 0.6465 | 0.8041 |
141
+ | No log | 6.6667 | 180 | 0.6837 | 0.4037 | 0.6837 | 0.8268 |
142
+ | No log | 6.7407 | 182 | 0.6994 | 0.3695 | 0.6994 | 0.8363 |
143
+ | No log | 6.8148 | 184 | 0.6349 | 0.4200 | 0.6349 | 0.7968 |
144
+ | No log | 6.8889 | 186 | 0.6114 | 0.4091 | 0.6114 | 0.7819 |
145
+ | No log | 6.9630 | 188 | 0.6327 | 0.4788 | 0.6327 | 0.7954 |
146
+ | No log | 7.0370 | 190 | 0.6438 | 0.4622 | 0.6438 | 0.8023 |
147
+ | No log | 7.1111 | 192 | 0.6467 | 0.4393 | 0.6467 | 0.8042 |
148
+ | No log | 7.1852 | 194 | 0.6156 | 0.4397 | 0.6156 | 0.7846 |
149
+ | No log | 7.2593 | 196 | 0.6118 | 0.4027 | 0.6118 | 0.7822 |
150
+ | No log | 7.3333 | 198 | 0.6222 | 0.3995 | 0.6222 | 0.7888 |
151
+ | No log | 7.4074 | 200 | 0.6498 | 0.3373 | 0.6498 | 0.8061 |
152
+ | No log | 7.4815 | 202 | 0.6324 | 0.3859 | 0.6324 | 0.7952 |
153
+ | No log | 7.5556 | 204 | 0.6179 | 0.5411 | 0.6179 | 0.7860 |
154
+ | No log | 7.6296 | 206 | 0.7482 | 0.4837 | 0.7482 | 0.8650 |
155
+ | No log | 7.7037 | 208 | 0.9337 | 0.3094 | 0.9337 | 0.9663 |
156
+ | No log | 7.7778 | 210 | 0.8671 | 0.3333 | 0.8671 | 0.9312 |
157
+ | No log | 7.8519 | 212 | 0.7100 | 0.4550 | 0.7100 | 0.8426 |
158
+ | No log | 7.9259 | 214 | 0.6247 | 0.5256 | 0.6247 | 0.7904 |
159
+ | No log | 8.0 | 216 | 0.5923 | 0.4738 | 0.5923 | 0.7696 |
160
+ | No log | 8.0741 | 218 | 0.6256 | 0.5184 | 0.6256 | 0.7910 |
161
+ | No log | 8.1481 | 220 | 0.7461 | 0.4476 | 0.7461 | 0.8637 |
162
+ | No log | 8.2222 | 222 | 0.7909 | 0.4430 | 0.7909 | 0.8893 |
163
+ | No log | 8.2963 | 224 | 0.7130 | 0.5231 | 0.7130 | 0.8444 |
164
+ | No log | 8.3704 | 226 | 0.6563 | 0.5179 | 0.6563 | 0.8101 |
165
+ | No log | 8.4444 | 228 | 0.5965 | 0.5170 | 0.5965 | 0.7723 |
166
+ | No log | 8.5185 | 230 | 0.5841 | 0.5678 | 0.5841 | 0.7643 |
167
+ | No log | 8.5926 | 232 | 0.6381 | 0.5528 | 0.6381 | 0.7988 |
168
+ | No log | 8.6667 | 234 | 0.5711 | 0.4386 | 0.5711 | 0.7557 |
169
+ | No log | 8.7407 | 236 | 0.5661 | 0.4837 | 0.5661 | 0.7524 |
170
+ | No log | 8.8148 | 238 | 0.6068 | 0.4393 | 0.6068 | 0.7790 |
171
+ | No log | 8.8889 | 240 | 0.6384 | 0.4845 | 0.6384 | 0.7990 |
172
+ | No log | 8.9630 | 242 | 0.6978 | 0.4845 | 0.6978 | 0.8354 |
173
+ | No log | 9.0370 | 244 | 0.7474 | 0.4684 | 0.7474 | 0.8645 |
174
+ | No log | 9.1111 | 246 | 0.6859 | 0.4845 | 0.6859 | 0.8282 |
175
+ | No log | 9.1852 | 248 | 0.6079 | 0.4413 | 0.6079 | 0.7797 |
176
+ | No log | 9.2593 | 250 | 0.6019 | 0.4505 | 0.6019 | 0.7758 |
177
+ | No log | 9.3333 | 252 | 0.6126 | 0.5190 | 0.6126 | 0.7827 |
178
+ | No log | 9.4074 | 254 | 0.6082 | 0.4735 | 0.6082 | 0.7799 |
179
+ | No log | 9.4815 | 256 | 0.6293 | 0.5032 | 0.6293 | 0.7933 |
180
+ | No log | 9.5556 | 258 | 0.7107 | 0.4980 | 0.7107 | 0.8430 |
181
+ | No log | 9.6296 | 260 | 0.7482 | 0.4556 | 0.7482 | 0.8650 |
182
+ | No log | 9.7037 | 262 | 0.6611 | 0.4628 | 0.6611 | 0.8131 |
183
+ | No log | 9.7778 | 264 | 0.5669 | 0.5559 | 0.5669 | 0.7529 |
184
+ | No log | 9.8519 | 266 | 0.5529 | 0.5434 | 0.5529 | 0.7436 |
185
+ | No log | 9.9259 | 268 | 0.5685 | 0.5222 | 0.5685 | 0.7540 |
186
+ | No log | 10.0 | 270 | 0.5938 | 0.4740 | 0.5938 | 0.7706 |
187
+ | No log | 10.0741 | 272 | 0.6174 | 0.5081 | 0.6174 | 0.7857 |
188
+ | No log | 10.1481 | 274 | 0.6209 | 0.5081 | 0.6209 | 0.7880 |
189
+ | No log | 10.2222 | 276 | 0.5985 | 0.4504 | 0.5985 | 0.7736 |
190
+ | No log | 10.2963 | 278 | 0.5819 | 0.4624 | 0.5819 | 0.7628 |
191
+ | No log | 10.3704 | 280 | 0.6051 | 0.4698 | 0.6051 | 0.7779 |
192
+ | No log | 10.4444 | 282 | 0.6192 | 0.4624 | 0.6192 | 0.7869 |
193
+ | No log | 10.5185 | 284 | 0.6481 | 0.4504 | 0.6481 | 0.8050 |
194
+ | No log | 10.5926 | 286 | 0.6611 | 0.4587 | 0.6611 | 0.8131 |
195
+ | No log | 10.6667 | 288 | 0.6627 | 0.4737 | 0.6627 | 0.8141 |
196
+ | No log | 10.7407 | 290 | 0.6311 | 0.4681 | 0.6311 | 0.7944 |
197
+ | No log | 10.8148 | 292 | 0.5850 | 0.4700 | 0.5850 | 0.7649 |
198
+ | No log | 10.8889 | 294 | 0.5782 | 0.4484 | 0.5782 | 0.7604 |
199
+ | No log | 10.9630 | 296 | 0.5837 | 0.4484 | 0.5837 | 0.7640 |
200
+ | No log | 11.0370 | 298 | 0.5964 | 0.4949 | 0.5964 | 0.7722 |
201
+ | No log | 11.1111 | 300 | 0.6559 | 0.4622 | 0.6559 | 0.8099 |
202
+ | No log | 11.1852 | 302 | 0.7404 | 0.4218 | 0.7404 | 0.8604 |
203
+ | No log | 11.2593 | 304 | 0.8008 | 0.4315 | 0.8008 | 0.8949 |
204
+ | No log | 11.3333 | 306 | 0.8044 | 0.4315 | 0.8044 | 0.8969 |
205
+ | No log | 11.4074 | 308 | 0.7510 | 0.4085 | 0.7510 | 0.8666 |
206
+ | No log | 11.4815 | 310 | 0.7077 | 0.4094 | 0.7077 | 0.8412 |
207
+ | No log | 11.5556 | 312 | 0.7014 | 0.3518 | 0.7014 | 0.8375 |
208
+ | No log | 11.6296 | 314 | 0.7012 | 0.4058 | 0.7012 | 0.8374 |
209
+ | No log | 11.7037 | 316 | 0.6980 | 0.3724 | 0.6980 | 0.8355 |
210
+ | No log | 11.7778 | 318 | 0.8483 | 0.4684 | 0.8483 | 0.9211 |
211
+ | No log | 11.8519 | 320 | 1.0402 | 0.4040 | 1.0402 | 1.0199 |
212
+ | No log | 11.9259 | 322 | 1.0794 | 0.3347 | 1.0794 | 1.0389 |
213
+ | No log | 12.0 | 324 | 1.0302 | 0.3347 | 1.0302 | 1.0150 |
214
+ | No log | 12.0741 | 326 | 0.9542 | 0.4149 | 0.9542 | 0.9768 |
215
+ | No log | 12.1481 | 328 | 0.7926 | 0.5339 | 0.7926 | 0.8903 |
216
+ | No log | 12.2222 | 330 | 0.6559 | 0.5164 | 0.6559 | 0.8099 |
217
+ | No log | 12.2963 | 332 | 0.6202 | 0.4488 | 0.6202 | 0.7875 |
218
+ | No log | 12.3704 | 334 | 0.6486 | 0.4618 | 0.6486 | 0.8053 |
219
+ | No log | 12.4444 | 336 | 0.6437 | 0.4841 | 0.6437 | 0.8023 |
220
+ | No log | 12.5185 | 338 | 0.6109 | 0.5067 | 0.6109 | 0.7816 |
221
+ | No log | 12.5926 | 340 | 0.6341 | 0.5334 | 0.6341 | 0.7963 |
222
+ | No log | 12.6667 | 342 | 0.6674 | 0.5538 | 0.6674 | 0.8169 |
223
+ | No log | 12.7407 | 344 | 0.6475 | 0.5658 | 0.6475 | 0.8047 |
224
+ | No log | 12.8148 | 346 | 0.6762 | 0.5204 | 0.6762 | 0.8223 |
225
+ | No log | 12.8889 | 348 | 0.6917 | 0.5133 | 0.6917 | 0.8317 |
226
+ | No log | 12.9630 | 350 | 0.7243 | 0.4836 | 0.7243 | 0.8511 |
227
+ | No log | 13.0370 | 352 | 0.8373 | 0.4667 | 0.8373 | 0.9150 |
228
+ | No log | 13.1111 | 354 | 0.8840 | 0.4183 | 0.8840 | 0.9402 |
229
+ | No log | 13.1852 | 356 | 0.8461 | 0.4683 | 0.8461 | 0.9198 |
230
+ | No log | 13.2593 | 358 | 0.7745 | 0.4887 | 0.7745 | 0.8801 |
231
+ | No log | 13.3333 | 360 | 0.6859 | 0.4898 | 0.6859 | 0.8282 |
232
+ | No log | 13.4074 | 362 | 0.6085 | 0.4684 | 0.6085 | 0.7801 |
233
+ | No log | 13.4815 | 364 | 0.5940 | 0.4534 | 0.5940 | 0.7707 |
234
+ | No log | 13.5556 | 366 | 0.5812 | 0.5324 | 0.5812 | 0.7624 |
235
+ | No log | 13.6296 | 368 | 0.5957 | 0.5157 | 0.5957 | 0.7718 |
236
+ | No log | 13.7037 | 370 | 0.6026 | 0.5157 | 0.6026 | 0.7763 |
237
+ | No log | 13.7778 | 372 | 0.6127 | 0.5239 | 0.6127 | 0.7828 |
238
+ | No log | 13.8519 | 374 | 0.6049 | 0.5708 | 0.6049 | 0.7777 |
239
+ | No log | 13.9259 | 376 | 0.5906 | 0.5653 | 0.5906 | 0.7685 |
240
+ | No log | 14.0 | 378 | 0.5722 | 0.5668 | 0.5722 | 0.7564 |
241
+ | No log | 14.0741 | 380 | 0.5518 | 0.5533 | 0.5518 | 0.7429 |
242
+ | No log | 14.1481 | 382 | 0.5486 | 0.5533 | 0.5486 | 0.7407 |
243
+ | No log | 14.2222 | 384 | 0.5502 | 0.5533 | 0.5502 | 0.7417 |
244
+ | No log | 14.2963 | 386 | 0.5467 | 0.4831 | 0.5467 | 0.7394 |
245
+ | No log | 14.3704 | 388 | 0.5466 | 0.5533 | 0.5466 | 0.7393 |
246
+ | No log | 14.4444 | 390 | 0.5614 | 0.5123 | 0.5614 | 0.7493 |
247
+ | No log | 14.5185 | 392 | 0.5598 | 0.5362 | 0.5598 | 0.7482 |
248
+ | No log | 14.5926 | 394 | 0.5746 | 0.4562 | 0.5746 | 0.7580 |
249
+ | No log | 14.6667 | 396 | 0.5610 | 0.5362 | 0.5610 | 0.7490 |
250
+ | No log | 14.7407 | 398 | 0.5454 | 0.4681 | 0.5454 | 0.7385 |
251
+ | No log | 14.8148 | 400 | 0.5589 | 0.4590 | 0.5589 | 0.7476 |
252
+ | No log | 14.8889 | 402 | 0.5541 | 0.4505 | 0.5541 | 0.7444 |
253
+ | No log | 14.9630 | 404 | 0.5571 | 0.5095 | 0.5571 | 0.7464 |
254
+ | No log | 15.0370 | 406 | 0.5704 | 0.5232 | 0.5704 | 0.7553 |
255
+ | No log | 15.1111 | 408 | 0.5957 | 0.4966 | 0.5957 | 0.7718 |
256
+ | No log | 15.1852 | 410 | 0.6102 | 0.4661 | 0.6102 | 0.7811 |
257
+ | No log | 15.2593 | 412 | 0.6172 | 0.4740 | 0.6172 | 0.7856 |
258
+ | No log | 15.3333 | 414 | 0.6161 | 0.4968 | 0.6161 | 0.7849 |
259
+ | No log | 15.4074 | 416 | 0.6293 | 0.4872 | 0.6293 | 0.7933 |
260
+ | No log | 15.4815 | 418 | 0.6291 | 0.4872 | 0.6291 | 0.7931 |
261
+ | No log | 15.5556 | 420 | 0.6318 | 0.4872 | 0.6318 | 0.7949 |
262
+ | No log | 15.6296 | 422 | 0.6332 | 0.5098 | 0.6332 | 0.7957 |
263
+ | No log | 15.7037 | 424 | 0.6137 | 0.4819 | 0.6137 | 0.7834 |
264
+ | No log | 15.7778 | 426 | 0.6253 | 0.4819 | 0.6253 | 0.7907 |
265
+ | No log | 15.8519 | 428 | 0.6465 | 0.5015 | 0.6465 | 0.8041 |
266
+ | No log | 15.9259 | 430 | 0.7223 | 0.4574 | 0.7223 | 0.8499 |
267
+ | No log | 16.0 | 432 | 0.8059 | 0.5132 | 0.8059 | 0.8977 |
268
+ | No log | 16.0741 | 434 | 0.7865 | 0.4952 | 0.7865 | 0.8869 |
269
+ | No log | 16.1481 | 436 | 0.7463 | 0.4648 | 0.7463 | 0.8639 |
270
+ | No log | 16.2222 | 438 | 0.7094 | 0.5133 | 0.7094 | 0.8423 |
271
+ | No log | 16.2963 | 440 | 0.7284 | 0.5170 | 0.7284 | 0.8535 |
272
+ | No log | 16.3704 | 442 | 0.6975 | 0.4920 | 0.6975 | 0.8352 |
273
+ | No log | 16.4444 | 444 | 0.6335 | 0.4968 | 0.6335 | 0.7959 |
274
+ | No log | 16.5185 | 446 | 0.6028 | 0.5150 | 0.6028 | 0.7764 |
275
+ | No log | 16.5926 | 448 | 0.5984 | 0.4659 | 0.5984 | 0.7736 |
276
+ | No log | 16.6667 | 450 | 0.6032 | 0.4719 | 0.6032 | 0.7767 |
277
+ | No log | 16.7407 | 452 | 0.6150 | 0.4777 | 0.6150 | 0.7842 |
278
+ | No log | 16.8148 | 454 | 0.6418 | 0.5308 | 0.6418 | 0.8011 |
279
+ | No log | 16.8889 | 456 | 0.6786 | 0.5342 | 0.6786 | 0.8237 |
280
+ | No log | 16.9630 | 458 | 0.7543 | 0.5155 | 0.7543 | 0.8685 |
281
+ | No log | 17.0370 | 460 | 0.7696 | 0.5155 | 0.7696 | 0.8773 |
282
+ | No log | 17.1111 | 462 | 0.6670 | 0.5726 | 0.6670 | 0.8167 |
283
+ | No log | 17.1852 | 464 | 0.5919 | 0.5528 | 0.5919 | 0.7694 |
284
+ | No log | 17.2593 | 466 | 0.5721 | 0.4640 | 0.5721 | 0.7564 |
285
+ | No log | 17.3333 | 468 | 0.5726 | 0.4919 | 0.5726 | 0.7567 |
286
+ | No log | 17.4074 | 470 | 0.5756 | 0.4596 | 0.5756 | 0.7587 |
287
+ | No log | 17.4815 | 472 | 0.5960 | 0.4964 | 0.5960 | 0.7720 |
288
+ | No log | 17.5556 | 474 | 0.6420 | 0.5063 | 0.6420 | 0.8012 |
289
+ | No log | 17.6296 | 476 | 0.6805 | 0.4827 | 0.6805 | 0.8249 |
290
+ | No log | 17.7037 | 478 | 0.6909 | 0.4979 | 0.6909 | 0.8312 |
291
+ | No log | 17.7778 | 480 | 0.6666 | 0.5063 | 0.6666 | 0.8165 |
292
+ | No log | 17.8519 | 482 | 0.6002 | 0.5177 | 0.6002 | 0.7748 |
293
+ | No log | 17.9259 | 484 | 0.5672 | 0.5362 | 0.5672 | 0.7532 |
294
+ | No log | 18.0 | 486 | 0.5502 | 0.4789 | 0.5502 | 0.7417 |
295
+ | No log | 18.0741 | 488 | 0.5568 | 0.5301 | 0.5568 | 0.7462 |
296
+ | No log | 18.1481 | 490 | 0.5659 | 0.5509 | 0.5659 | 0.7523 |
297
+ | No log | 18.2222 | 492 | 0.5624 | 0.5509 | 0.5624 | 0.7499 |
298
+ | No log | 18.2963 | 494 | 0.5549 | 0.5383 | 0.5549 | 0.7449 |
299
+ | No log | 18.3704 | 496 | 0.5663 | 0.5503 | 0.5663 | 0.7525 |
300
+ | No log | 18.4444 | 498 | 0.5792 | 0.5411 | 0.5792 | 0.7611 |
301
+ | 0.3356 | 18.5185 | 500 | 0.5968 | 0.5254 | 0.5968 | 0.7726 |
302
+ | 0.3356 | 18.5926 | 502 | 0.6268 | 0.4513 | 0.6268 | 0.7917 |
303
+ | 0.3356 | 18.6667 | 504 | 0.6170 | 0.4769 | 0.6170 | 0.7855 |
304
+ | 0.3356 | 18.7407 | 506 | 0.6012 | 0.5016 | 0.6012 | 0.7754 |
305
+ | 0.3356 | 18.8148 | 508 | 0.5776 | 0.5485 | 0.5776 | 0.7600 |
306
+ | 0.3356 | 18.8889 | 510 | 0.5614 | 0.5476 | 0.5614 | 0.7493 |
307
+ | 0.3356 | 18.9630 | 512 | 0.5803 | 0.4490 | 0.5803 | 0.7617 |
308
+ | 0.3356 | 19.0370 | 514 | 0.6021 | 0.5013 | 0.6021 | 0.7760 |
309
+ | 0.3356 | 19.1111 | 516 | 0.6147 | 0.5497 | 0.6147 | 0.7840 |
310
+ | 0.3356 | 19.1852 | 518 | 0.6174 | 0.5018 | 0.6174 | 0.7857 |
311
+ | 0.3356 | 19.2593 | 520 | 0.6430 | 0.5060 | 0.6430 | 0.8019 |
312
+ | 0.3356 | 19.3333 | 522 | 0.7021 | 0.4779 | 0.7021 | 0.8379 |
313
+ | 0.3356 | 19.4074 | 524 | 0.8075 | 0.5336 | 0.8075 | 0.8986 |
314
+ | 0.3356 | 19.4815 | 526 | 0.7973 | 0.5377 | 0.7973 | 0.8929 |
315
+ | 0.3356 | 19.5556 | 528 | 0.7069 | 0.5185 | 0.7069 | 0.8408 |
316
+ | 0.3356 | 19.6296 | 530 | 0.6609 | 0.5668 | 0.6609 | 0.8129 |
317
+ | 0.3356 | 19.7037 | 532 | 0.6384 | 0.5134 | 0.6384 | 0.7990 |
318
+ | 0.3356 | 19.7778 | 534 | 0.6457 | 0.5195 | 0.6457 | 0.8035 |
319
+ | 0.3356 | 19.8519 | 536 | 0.6863 | 0.5687 | 0.6863 | 0.8284 |
320
+ | 0.3356 | 19.9259 | 538 | 0.7094 | 0.5524 | 0.7094 | 0.8423 |
321
+ | 0.3356 | 20.0 | 540 | 0.6941 | 0.5553 | 0.6941 | 0.8332 |
322
+ | 0.3356 | 20.0741 | 542 | 0.6334 | 0.5653 | 0.6334 | 0.7958 |
323
+ | 0.3356 | 20.1481 | 544 | 0.6120 | 0.5473 | 0.6120 | 0.7823 |
324
+ | 0.3356 | 20.2222 | 546 | 0.6096 | 0.5115 | 0.6096 | 0.7807 |
325
+ | 0.3356 | 20.2963 | 548 | 0.6168 | 0.5272 | 0.6168 | 0.7854 |
326
+ | 0.3356 | 20.3704 | 550 | 0.6122 | 0.4763 | 0.6122 | 0.7824 |
327
+ | 0.3356 | 20.4444 | 552 | 0.6198 | 0.4006 | 0.6198 | 0.7873 |
328
+ | 0.3356 | 20.5185 | 554 | 0.6294 | 0.4763 | 0.6294 | 0.7933 |
329
+ | 0.3356 | 20.5926 | 556 | 0.6530 | 0.5254 | 0.6530 | 0.8081 |
330
+ | 0.3356 | 20.6667 | 558 | 0.6534 | 0.5254 | 0.6534 | 0.8084 |
331
 
332
 
333
  ### Framework versions