Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
372c601
·
verified ·
1 Parent(s): 33ce853

End of training

Browse files
Files changed (1) hide show
  1. README.md +271 -263
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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_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: 0.7857
19
- - Qwk: 0.5360
20
- - Mse: 0.7857
21
- - Rmse: 0.8864
22
 
23
  ## Model description
24
 
@@ -49,263 +49,271 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0455 | 2 | 4.5038 | -0.0191 | 4.5038 | 2.1222 |
53
- | No log | 0.0909 | 4 | 2.7599 | -0.0135 | 2.7599 | 1.6613 |
54
- | No log | 0.1364 | 6 | 2.1242 | -0.0370 | 2.1242 | 1.4575 |
55
- | No log | 0.1818 | 8 | 1.5877 | 0.0062 | 1.5877 | 1.2600 |
56
- | No log | 0.2273 | 10 | 1.4014 | 0.0549 | 1.4014 | 1.1838 |
57
- | No log | 0.2727 | 12 | 1.2472 | 0.0811 | 1.2472 | 1.1168 |
58
- | No log | 0.3182 | 14 | 1.4203 | 0.1064 | 1.4203 | 1.1918 |
59
- | No log | 0.3636 | 16 | 1.5551 | 0.1409 | 1.5551 | 1.2470 |
60
- | No log | 0.4091 | 18 | 1.5613 | 0.0833 | 1.5613 | 1.2495 |
61
- | No log | 0.4545 | 20 | 1.7730 | 0.1006 | 1.7730 | 1.3315 |
62
- | No log | 0.5 | 22 | 2.2146 | 0.1166 | 2.2146 | 1.4882 |
63
- | No log | 0.5455 | 24 | 2.0192 | 0.1331 | 2.0192 | 1.4210 |
64
- | No log | 0.5909 | 26 | 1.7222 | 0.1459 | 1.7222 | 1.3123 |
65
- | No log | 0.6364 | 28 | 1.4136 | 0.1418 | 1.4136 | 1.1890 |
66
- | No log | 0.6818 | 30 | 1.2506 | 0.2071 | 1.2506 | 1.1183 |
67
- | No log | 0.7273 | 32 | 1.1978 | 0.1928 | 1.1978 | 1.0944 |
68
- | No log | 0.7727 | 34 | 1.3059 | 0.1570 | 1.3059 | 1.1428 |
69
- | No log | 0.8182 | 36 | 1.5098 | 0.1387 | 1.5098 | 1.2287 |
70
- | No log | 0.8636 | 38 | 1.5091 | 0.1387 | 1.5091 | 1.2284 |
71
- | No log | 0.9091 | 40 | 1.3932 | 0.1899 | 1.3932 | 1.1803 |
72
- | No log | 0.9545 | 42 | 1.2057 | 0.2014 | 1.2057 | 1.0980 |
73
- | No log | 1.0 | 44 | 1.1551 | 0.2054 | 1.1551 | 1.0748 |
74
- | No log | 1.0455 | 46 | 1.2896 | 0.1928 | 1.2896 | 1.1356 |
75
- | No log | 1.0909 | 48 | 1.7425 | 0.2553 | 1.7425 | 1.3200 |
76
- | No log | 1.1364 | 50 | 2.0456 | 0.2352 | 2.0456 | 1.4302 |
77
- | No log | 1.1818 | 52 | 1.9760 | 0.1935 | 1.9760 | 1.4057 |
78
- | No log | 1.2273 | 54 | 1.8440 | 0.1851 | 1.8440 | 1.3579 |
79
- | No log | 1.2727 | 56 | 1.5051 | 0.1522 | 1.5051 | 1.2268 |
80
- | No log | 1.3182 | 58 | 1.1765 | 0.1790 | 1.1765 | 1.0846 |
81
- | No log | 1.3636 | 60 | 1.0585 | 0.3269 | 1.0585 | 1.0288 |
82
- | No log | 1.4091 | 62 | 0.9736 | 0.3814 | 0.9736 | 0.9867 |
83
- | No log | 1.4545 | 64 | 0.9562 | 0.3771 | 0.9562 | 0.9778 |
84
- | No log | 1.5 | 66 | 0.9043 | 0.4220 | 0.9043 | 0.9509 |
85
- | No log | 1.5455 | 68 | 0.9076 | 0.4197 | 0.9076 | 0.9527 |
86
- | No log | 1.5909 | 70 | 1.0027 | 0.3612 | 1.0027 | 1.0014 |
87
- | No log | 1.6364 | 72 | 1.4830 | 0.2863 | 1.4830 | 1.2178 |
88
- | No log | 1.6818 | 74 | 1.8279 | 0.2871 | 1.8279 | 1.3520 |
89
- | No log | 1.7273 | 76 | 1.6993 | 0.3113 | 1.6993 | 1.3036 |
90
- | No log | 1.7727 | 78 | 1.2592 | 0.3135 | 1.2592 | 1.1221 |
91
- | No log | 1.8182 | 80 | 0.9373 | 0.4020 | 0.9373 | 0.9682 |
92
- | No log | 1.8636 | 82 | 0.9295 | 0.4076 | 0.9295 | 0.9641 |
93
- | No log | 1.9091 | 84 | 0.9888 | 0.3447 | 0.9888 | 0.9944 |
94
- | No log | 1.9545 | 86 | 1.1619 | 0.2532 | 1.1619 | 1.0779 |
95
- | No log | 2.0 | 88 | 1.1797 | 0.2532 | 1.1797 | 1.0861 |
96
- | No log | 2.0455 | 90 | 1.0921 | 0.2657 | 1.0921 | 1.0451 |
97
- | No log | 2.0909 | 92 | 0.9485 | 0.3602 | 0.9485 | 0.9739 |
98
- | No log | 2.1364 | 94 | 0.9659 | 0.3996 | 0.9659 | 0.9828 |
99
- | No log | 2.1818 | 96 | 0.9731 | 0.4235 | 0.9731 | 0.9865 |
100
- | No log | 2.2273 | 98 | 1.0914 | 0.2191 | 1.0914 | 1.0447 |
101
- | No log | 2.2727 | 100 | 1.2093 | 0.1884 | 1.2093 | 1.0997 |
102
- | No log | 2.3182 | 102 | 1.0753 | 0.2417 | 1.0753 | 1.0370 |
103
- | No log | 2.3636 | 104 | 0.9421 | 0.4861 | 0.9421 | 0.9706 |
104
- | No log | 2.4091 | 106 | 0.8001 | 0.5203 | 0.8001 | 0.8945 |
105
- | No log | 2.4545 | 108 | 0.7724 | 0.4951 | 0.7724 | 0.8788 |
106
- | No log | 2.5 | 110 | 0.8177 | 0.5167 | 0.8177 | 0.9043 |
107
- | No log | 2.5455 | 112 | 0.8791 | 0.5157 | 0.8791 | 0.9376 |
108
- | No log | 2.5909 | 114 | 0.9749 | 0.3347 | 0.9749 | 0.9874 |
109
- | No log | 2.6364 | 116 | 1.0838 | 0.3044 | 1.0838 | 1.0410 |
110
- | No log | 2.6818 | 118 | 0.9817 | 0.4290 | 0.9817 | 0.9908 |
111
- | No log | 2.7273 | 120 | 0.7032 | 0.5410 | 0.7032 | 0.8386 |
112
- | No log | 2.7727 | 122 | 0.7139 | 0.5543 | 0.7139 | 0.8449 |
113
- | No log | 2.8182 | 124 | 0.7559 | 0.5830 | 0.7559 | 0.8694 |
114
- | No log | 2.8636 | 126 | 0.7975 | 0.5294 | 0.7975 | 0.8930 |
115
- | No log | 2.9091 | 128 | 0.8035 | 0.5683 | 0.8035 | 0.8964 |
116
- | No log | 2.9545 | 130 | 0.8411 | 0.4483 | 0.8411 | 0.9171 |
117
- | No log | 3.0 | 132 | 0.7632 | 0.5684 | 0.7632 | 0.8736 |
118
- | No log | 3.0455 | 134 | 0.8782 | 0.5305 | 0.8782 | 0.9371 |
119
- | No log | 3.0909 | 136 | 0.8608 | 0.5667 | 0.8608 | 0.9278 |
120
- | No log | 3.1364 | 138 | 0.7723 | 0.4947 | 0.7723 | 0.8788 |
121
- | No log | 3.1818 | 140 | 0.7859 | 0.4780 | 0.7859 | 0.8865 |
122
- | No log | 3.2273 | 142 | 0.8613 | 0.4563 | 0.8613 | 0.9281 |
123
- | No log | 3.2727 | 144 | 0.9738 | 0.5081 | 0.9738 | 0.9868 |
124
- | No log | 3.3182 | 146 | 0.8623 | 0.4503 | 0.8623 | 0.9286 |
125
- | No log | 3.3636 | 148 | 0.7801 | 0.5711 | 0.7801 | 0.8832 |
126
- | No log | 3.4091 | 150 | 0.7893 | 0.5974 | 0.7893 | 0.8884 |
127
- | No log | 3.4545 | 152 | 0.7928 | 0.5082 | 0.7928 | 0.8904 |
128
- | No log | 3.5 | 154 | 0.8111 | 0.6015 | 0.8111 | 0.9006 |
129
- | No log | 3.5455 | 156 | 0.7959 | 0.5056 | 0.7959 | 0.8921 |
130
- | No log | 3.5909 | 158 | 0.9206 | 0.4689 | 0.9206 | 0.9595 |
131
- | No log | 3.6364 | 160 | 1.0842 | 0.4653 | 1.0842 | 1.0412 |
132
- | No log | 3.6818 | 162 | 0.9546 | 0.4009 | 0.9546 | 0.9770 |
133
- | No log | 3.7273 | 164 | 0.8350 | 0.3411 | 0.8350 | 0.9138 |
134
- | No log | 3.7727 | 166 | 0.8252 | 0.4571 | 0.8252 | 0.9084 |
135
- | No log | 3.8182 | 168 | 0.8119 | 0.4397 | 0.8119 | 0.9010 |
136
- | No log | 3.8636 | 170 | 0.8154 | 0.4334 | 0.8154 | 0.9030 |
137
- | No log | 3.9091 | 172 | 0.7770 | 0.4860 | 0.7770 | 0.8815 |
138
- | No log | 3.9545 | 174 | 0.7817 | 0.4860 | 0.7817 | 0.8842 |
139
- | No log | 4.0 | 176 | 0.8667 | 0.4039 | 0.8667 | 0.9310 |
140
- | No log | 4.0455 | 178 | 0.9514 | 0.3886 | 0.9514 | 0.9754 |
141
- | No log | 4.0909 | 180 | 0.8377 | 0.4371 | 0.8377 | 0.9152 |
142
- | No log | 4.1364 | 182 | 0.7957 | 0.5337 | 0.7957 | 0.8920 |
143
- | No log | 4.1818 | 184 | 0.9120 | 0.4572 | 0.9120 | 0.9550 |
144
- | No log | 4.2273 | 186 | 0.8732 | 0.4952 | 0.8732 | 0.9345 |
145
- | No log | 4.2727 | 188 | 0.7877 | 0.5079 | 0.7877 | 0.8875 |
146
- | No log | 4.3182 | 190 | 1.0081 | 0.5004 | 1.0081 | 1.0040 |
147
- | No log | 4.3636 | 192 | 1.1891 | 0.4595 | 1.1891 | 1.0905 |
148
- | No log | 4.4091 | 194 | 1.0993 | 0.5028 | 1.0993 | 1.0485 |
149
- | No log | 4.4545 | 196 | 0.8989 | 0.4023 | 0.8989 | 0.9481 |
150
- | No log | 4.5 | 198 | 0.8546 | 0.4 | 0.8546 | 0.9245 |
151
- | No log | 4.5455 | 200 | 0.8604 | 0.3814 | 0.8604 | 0.9276 |
152
- | No log | 4.5909 | 202 | 0.8481 | 0.4220 | 0.8481 | 0.9210 |
153
- | No log | 4.6364 | 204 | 0.8487 | 0.3787 | 0.8487 | 0.9212 |
154
- | No log | 4.6818 | 206 | 0.8555 | 0.3493 | 0.8555 | 0.9249 |
155
- | No log | 4.7273 | 208 | 0.8590 | 0.2942 | 0.8590 | 0.9268 |
156
- | No log | 4.7727 | 210 | 0.8498 | 0.3804 | 0.8498 | 0.9218 |
157
- | No log | 4.8182 | 212 | 0.8285 | 0.3744 | 0.8285 | 0.9102 |
158
- | No log | 4.8636 | 214 | 0.8102 | 0.4498 | 0.8102 | 0.9001 |
159
- | No log | 4.9091 | 216 | 0.8207 | 0.4158 | 0.8207 | 0.9059 |
160
- | No log | 4.9545 | 218 | 0.8514 | 0.3806 | 0.8514 | 0.9227 |
161
- | No log | 5.0 | 220 | 0.8317 | 0.3866 | 0.8317 | 0.9120 |
162
- | No log | 5.0455 | 222 | 0.8075 | 0.4098 | 0.8075 | 0.8986 |
163
- | No log | 5.0909 | 224 | 0.8235 | 0.4861 | 0.8235 | 0.9075 |
164
- | No log | 5.1364 | 226 | 0.9207 | 0.5094 | 0.9207 | 0.9595 |
165
- | No log | 5.1818 | 228 | 0.8300 | 0.4880 | 0.8300 | 0.9110 |
166
- | No log | 5.2273 | 230 | 0.7377 | 0.5234 | 0.7377 | 0.8589 |
167
- | No log | 5.2727 | 232 | 0.7710 | 0.5721 | 0.7710 | 0.8781 |
168
- | No log | 5.3182 | 234 | 0.7379 | 0.5012 | 0.7379 | 0.8590 |
169
- | No log | 5.3636 | 236 | 0.7780 | 0.4606 | 0.7780 | 0.8820 |
170
- | No log | 5.4091 | 238 | 0.9417 | 0.5069 | 0.9417 | 0.9704 |
171
- | No log | 5.4545 | 240 | 0.8936 | 0.4656 | 0.8936 | 0.9453 |
172
- | No log | 5.5 | 242 | 0.7376 | 0.5175 | 0.7376 | 0.8588 |
173
- | No log | 5.5455 | 244 | 0.8322 | 0.5789 | 0.8322 | 0.9123 |
174
- | No log | 5.5909 | 246 | 0.8619 | 0.5665 | 0.8619 | 0.9284 |
175
- | No log | 5.6364 | 248 | 0.7860 | 0.5012 | 0.7860 | 0.8866 |
176
- | No log | 5.6818 | 250 | 0.7784 | 0.4472 | 0.7784 | 0.8823 |
177
- | No log | 5.7273 | 252 | 0.7759 | 0.4712 | 0.7759 | 0.8809 |
178
- | No log | 5.7727 | 254 | 0.7772 | 0.5012 | 0.7772 | 0.8816 |
179
- | No log | 5.8182 | 256 | 0.7829 | 0.6035 | 0.7829 | 0.8848 |
180
- | No log | 5.8636 | 258 | 0.7619 | 0.5748 | 0.7619 | 0.8729 |
181
- | No log | 5.9091 | 260 | 0.7714 | 0.4158 | 0.7714 | 0.8783 |
182
- | No log | 5.9545 | 262 | 0.7991 | 0.4681 | 0.7991 | 0.8940 |
183
- | No log | 6.0 | 264 | 0.7511 | 0.4817 | 0.7511 | 0.8666 |
184
- | No log | 6.0455 | 266 | 0.7936 | 0.5442 | 0.7936 | 0.8908 |
185
- | No log | 6.0909 | 268 | 0.8282 | 0.4700 | 0.8282 | 0.9101 |
186
- | No log | 6.1364 | 270 | 0.7461 | 0.6035 | 0.7461 | 0.8638 |
187
- | No log | 6.1818 | 272 | 0.7276 | 0.5735 | 0.7276 | 0.8530 |
188
- | No log | 6.2273 | 274 | 0.7515 | 0.5195 | 0.7515 | 0.8669 |
189
- | No log | 6.2727 | 276 | 0.7763 | 0.5079 | 0.7763 | 0.8811 |
190
- | No log | 6.3182 | 278 | 0.8199 | 0.4401 | 0.8199 | 0.9055 |
191
- | No log | 6.3636 | 280 | 0.8711 | 0.4347 | 0.8711 | 0.9333 |
192
- | No log | 6.4091 | 282 | 0.8268 | 0.4797 | 0.8268 | 0.9093 |
193
- | No log | 6.4545 | 284 | 0.7954 | 0.4286 | 0.7954 | 0.8918 |
194
- | No log | 6.5 | 286 | 0.7950 | 0.4769 | 0.7950 | 0.8916 |
195
- | No log | 6.5455 | 288 | 0.7735 | 0.5046 | 0.7735 | 0.8795 |
196
- | No log | 6.5909 | 290 | 0.7769 | 0.5061 | 0.7769 | 0.8814 |
197
- | No log | 6.6364 | 292 | 0.7725 | 0.5505 | 0.7725 | 0.8789 |
198
- | No log | 6.6818 | 294 | 0.7665 | 0.5606 | 0.7665 | 0.8755 |
199
- | No log | 6.7273 | 296 | 0.7946 | 0.4100 | 0.7946 | 0.8914 |
200
- | No log | 6.7727 | 298 | 0.8530 | 0.4347 | 0.8530 | 0.9236 |
201
- | No log | 6.8182 | 300 | 0.8267 | 0.4054 | 0.8267 | 0.9093 |
202
- | No log | 6.8636 | 302 | 0.7797 | 0.5502 | 0.7797 | 0.8830 |
203
- | No log | 6.9091 | 304 | 0.7737 | 0.6043 | 0.7737 | 0.8796 |
204
- | No log | 6.9545 | 306 | 0.7690 | 0.5163 | 0.7690 | 0.8769 |
205
- | No log | 7.0 | 308 | 0.7669 | 0.5061 | 0.7669 | 0.8757 |
206
- | No log | 7.0455 | 310 | 0.7528 | 0.5831 | 0.7528 | 0.8677 |
207
- | No log | 7.0909 | 312 | 0.7650 | 0.5312 | 0.7650 | 0.8746 |
208
- | No log | 7.1364 | 314 | 0.8490 | 0.4530 | 0.8490 | 0.9214 |
209
- | No log | 7.1818 | 316 | 0.8395 | 0.4713 | 0.8395 | 0.9162 |
210
- | No log | 7.2273 | 318 | 0.7809 | 0.4563 | 0.7809 | 0.8837 |
211
- | No log | 7.2727 | 320 | 0.7711 | 0.5009 | 0.7711 | 0.8781 |
212
- | No log | 7.3182 | 322 | 0.7848 | 0.4563 | 0.7848 | 0.8859 |
213
- | No log | 7.3636 | 324 | 0.7688 | 0.5305 | 0.7688 | 0.8768 |
214
- | No log | 7.4091 | 326 | 0.7685 | 0.5305 | 0.7685 | 0.8766 |
215
- | No log | 7.4545 | 328 | 0.8046 | 0.4471 | 0.8046 | 0.8970 |
216
- | No log | 7.5 | 330 | 0.8052 | 0.4137 | 0.8052 | 0.8973 |
217
- | No log | 7.5455 | 332 | 0.7724 | 0.5061 | 0.7724 | 0.8788 |
218
- | No log | 7.5909 | 334 | 0.7692 | 0.5163 | 0.7692 | 0.8771 |
219
- | No log | 7.6364 | 336 | 0.7897 | 0.5205 | 0.7897 | 0.8886 |
220
- | No log | 7.6818 | 338 | 0.9643 | 0.4020 | 0.9643 | 0.9820 |
221
- | No log | 7.7273 | 340 | 1.0974 | 0.4027 | 1.0974 | 1.0476 |
222
- | No log | 7.7727 | 342 | 1.0227 | 0.2937 | 1.0227 | 1.0113 |
223
- | No log | 7.8182 | 344 | 0.9661 | 0.3790 | 0.9661 | 0.9829 |
224
- | No log | 7.8636 | 346 | 0.9079 | 0.3441 | 0.9079 | 0.9529 |
225
- | No log | 7.9091 | 348 | 0.8859 | 0.3615 | 0.8859 | 0.9412 |
226
- | No log | 7.9545 | 350 | 0.8665 | 0.3513 | 0.8665 | 0.9309 |
227
- | No log | 8.0 | 352 | 0.8658 | 0.3418 | 0.8658 | 0.9305 |
228
- | No log | 8.0455 | 354 | 0.8383 | 0.4078 | 0.8383 | 0.9156 |
229
- | No log | 8.0909 | 356 | 0.7854 | 0.4563 | 0.7854 | 0.8862 |
230
- | No log | 8.1364 | 358 | 0.7412 | 0.5634 | 0.7412 | 0.8609 |
231
- | No log | 8.1818 | 360 | 0.7554 | 0.5548 | 0.7554 | 0.8691 |
232
- | No log | 8.2273 | 362 | 0.7683 | 0.5472 | 0.7683 | 0.8765 |
233
- | No log | 8.2727 | 364 | 0.7739 | 0.4839 | 0.7739 | 0.8797 |
234
- | No log | 8.3182 | 366 | 0.8716 | 0.4116 | 0.8716 | 0.9336 |
235
- | No log | 8.3636 | 368 | 0.9322 | 0.3601 | 0.9322 | 0.9655 |
236
- | No log | 8.4091 | 370 | 0.8444 | 0.4344 | 0.8444 | 0.9189 |
237
- | No log | 8.4545 | 372 | 0.7465 | 0.5534 | 0.7465 | 0.8640 |
238
- | No log | 8.5 | 374 | 0.7811 | 0.5495 | 0.7811 | 0.8838 |
239
- | No log | 8.5455 | 376 | 0.8309 | 0.5414 | 0.8309 | 0.9115 |
240
- | No log | 8.5909 | 378 | 0.7844 | 0.6108 | 0.7844 | 0.8856 |
241
- | No log | 8.6364 | 380 | 0.7527 | 0.5093 | 0.7527 | 0.8676 |
242
- | No log | 8.6818 | 382 | 0.7950 | 0.4500 | 0.7950 | 0.8916 |
243
- | No log | 8.7273 | 384 | 0.7783 | 0.4570 | 0.7783 | 0.8822 |
244
- | No log | 8.7727 | 386 | 0.7851 | 0.4942 | 0.7851 | 0.8860 |
245
- | No log | 8.8182 | 388 | 0.8036 | 0.5949 | 0.8036 | 0.8964 |
246
- | No log | 8.8636 | 390 | 0.7985 | 0.5393 | 0.7985 | 0.8936 |
247
- | No log | 8.9091 | 392 | 0.7923 | 0.4534 | 0.7923 | 0.8901 |
248
- | No log | 8.9545 | 394 | 0.7836 | 0.4730 | 0.7836 | 0.8852 |
249
- | No log | 9.0 | 396 | 0.7659 | 0.4529 | 0.7659 | 0.8752 |
250
- | No log | 9.0455 | 398 | 0.7654 | 0.4785 | 0.7654 | 0.8749 |
251
- | No log | 9.0909 | 400 | 0.7213 | 0.5470 | 0.7213 | 0.8493 |
252
- | No log | 9.1364 | 402 | 0.7093 | 0.6059 | 0.7093 | 0.8422 |
253
- | No log | 9.1818 | 404 | 0.7502 | 0.5521 | 0.7502 | 0.8661 |
254
- | No log | 9.2273 | 406 | 0.7958 | 0.5473 | 0.7958 | 0.8921 |
255
- | No log | 9.2727 | 408 | 0.7633 | 0.6121 | 0.7633 | 0.8737 |
256
- | No log | 9.3182 | 410 | 0.7595 | 0.5505 | 0.7595 | 0.8715 |
257
- | No log | 9.3636 | 412 | 0.7935 | 0.4054 | 0.7935 | 0.8908 |
258
- | No log | 9.4091 | 414 | 0.8113 | 0.4051 | 0.8113 | 0.9007 |
259
- | No log | 9.4545 | 416 | 0.8048 | 0.4157 | 0.8048 | 0.8971 |
260
- | No log | 9.5 | 418 | 0.7978 | 0.4588 | 0.7978 | 0.8932 |
261
- | No log | 9.5455 | 420 | 0.8047 | 0.5292 | 0.8047 | 0.8970 |
262
- | No log | 9.5909 | 422 | 0.7741 | 0.6035 | 0.7741 | 0.8799 |
263
- | No log | 9.6364 | 424 | 0.7394 | 0.6043 | 0.7394 | 0.8599 |
264
- | No log | 9.6818 | 426 | 0.7363 | 0.5215 | 0.7363 | 0.8581 |
265
- | No log | 9.7273 | 428 | 0.7593 | 0.4299 | 0.7593 | 0.8714 |
266
- | No log | 9.7727 | 430 | 0.7444 | 0.4748 | 0.7444 | 0.8628 |
267
- | No log | 9.8182 | 432 | 0.7598 | 0.4371 | 0.7598 | 0.8716 |
268
- | No log | 9.8636 | 434 | 0.7721 | 0.4540 | 0.7721 | 0.8787 |
269
- | No log | 9.9091 | 436 | 0.7827 | 0.5361 | 0.7827 | 0.8847 |
270
- | No log | 9.9545 | 438 | 0.7461 | 0.5739 | 0.7461 | 0.8638 |
271
- | No log | 10.0 | 440 | 0.7241 | 0.4671 | 0.7241 | 0.8510 |
272
- | No log | 10.0455 | 442 | 0.7288 | 0.4570 | 0.7288 | 0.8537 |
273
- | No log | 10.0909 | 444 | 0.7203 | 0.6144 | 0.7203 | 0.8487 |
274
- | No log | 10.1364 | 446 | 0.7384 | 0.5957 | 0.7384 | 0.8593 |
275
- | No log | 10.1818 | 448 | 0.7696 | 0.5112 | 0.7696 | 0.8772 |
276
- | No log | 10.2273 | 450 | 0.8120 | 0.4645 | 0.8120 | 0.9011 |
277
- | No log | 10.2727 | 452 | 0.8532 | 0.4237 | 0.8532 | 0.9237 |
278
- | No log | 10.3182 | 454 | 0.8775 | 0.4237 | 0.8775 | 0.9367 |
279
- | No log | 10.3636 | 456 | 0.8669 | 0.4051 | 0.8669 | 0.9311 |
280
- | No log | 10.4091 | 458 | 0.8116 | 0.4157 | 0.8116 | 0.9009 |
281
- | No log | 10.4545 | 460 | 0.7533 | 0.5429 | 0.7533 | 0.8680 |
282
- | No log | 10.5 | 462 | 0.7368 | 0.4993 | 0.7368 | 0.8584 |
283
- | No log | 10.5455 | 464 | 0.7597 | 0.4465 | 0.7597 | 0.8716 |
284
- | No log | 10.5909 | 466 | 0.7394 | 0.5236 | 0.7394 | 0.8599 |
285
- | No log | 10.6364 | 468 | 0.7274 | 0.5966 | 0.7274 | 0.8529 |
286
- | No log | 10.6818 | 470 | 0.7349 | 0.5940 | 0.7349 | 0.8573 |
287
- | No log | 10.7273 | 472 | 0.7299 | 0.5871 | 0.7299 | 0.8544 |
288
- | No log | 10.7727 | 474 | 0.7408 | 0.4772 | 0.7408 | 0.8607 |
289
- | No log | 10.8182 | 476 | 0.7772 | 0.4741 | 0.7772 | 0.8816 |
290
- | No log | 10.8636 | 478 | 0.7609 | 0.4841 | 0.7609 | 0.8723 |
291
- | No log | 10.9091 | 480 | 0.7166 | 0.5357 | 0.7166 | 0.8465 |
292
- | No log | 10.9545 | 482 | 0.7159 | 0.5898 | 0.7159 | 0.8461 |
293
- | No log | 11.0 | 484 | 0.7309 | 0.6039 | 0.7309 | 0.8549 |
294
- | No log | 11.0455 | 486 | 0.7318 | 0.5485 | 0.7318 | 0.8555 |
295
- | No log | 11.0909 | 488 | 0.7304 | 0.4923 | 0.7304 | 0.8546 |
296
- | No log | 11.1364 | 490 | 0.7384 | 0.4444 | 0.7384 | 0.8593 |
297
- | No log | 11.1818 | 492 | 0.7386 | 0.5027 | 0.7386 | 0.8594 |
298
- | No log | 11.2273 | 494 | 0.7435 | 0.5131 | 0.7435 | 0.8623 |
299
- | No log | 11.2727 | 496 | 0.7616 | 0.5335 | 0.7616 | 0.8727 |
300
- | No log | 11.3182 | 498 | 0.7493 | 0.5027 | 0.7493 | 0.8656 |
301
- | 0.3122 | 11.3636 | 500 | 0.7342 | 0.5561 | 0.7342 | 0.8568 |
302
- | 0.3122 | 11.4091 | 502 | 0.7392 | 0.6196 | 0.7392 | 0.8598 |
303
- | 0.3122 | 11.4545 | 504 | 0.7476 | 0.6068 | 0.7476 | 0.8647 |
304
- | 0.3122 | 11.5 | 506 | 0.7452 | 0.5532 | 0.7452 | 0.8633 |
305
- | 0.3122 | 11.5455 | 508 | 0.7746 | 0.5125 | 0.7746 | 0.8801 |
306
- | 0.3122 | 11.5909 | 510 | 0.8041 | 0.4175 | 0.8041 | 0.8967 |
307
- | 0.3122 | 11.6364 | 512 | 0.8144 | 0.4383 | 0.8144 | 0.9025 |
308
- | 0.3122 | 11.6818 | 514 | 0.7857 | 0.5360 | 0.7857 | 0.8864 |
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_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: 0.8840
19
+ - Qwk: 0.4139
20
+ - Mse: 0.8840
21
+ - Rmse: 0.9402
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 4.6435 | 0.0010 | 4.6435 | 2.1549 |
53
+ | No log | 0.0851 | 4 | 2.6726 | -0.0233 | 2.6726 | 1.6348 |
54
+ | No log | 0.1277 | 6 | 2.0031 | 0.0770 | 2.0031 | 1.4153 |
55
+ | No log | 0.1702 | 8 | 1.6472 | 0.0062 | 1.6472 | 1.2834 |
56
+ | No log | 0.2128 | 10 | 1.6149 | 0.0585 | 1.6149 | 1.2708 |
57
+ | No log | 0.2553 | 12 | 1.9987 | 0.1174 | 1.9987 | 1.4138 |
58
+ | No log | 0.2979 | 14 | 2.0027 | 0.1054 | 2.0027 | 1.4152 |
59
+ | No log | 0.3404 | 16 | 1.5901 | 0.0749 | 1.5901 | 1.2610 |
60
+ | No log | 0.3830 | 18 | 1.2793 | 0.1257 | 1.2793 | 1.1311 |
61
+ | No log | 0.4255 | 20 | 1.1880 | 0.2386 | 1.1880 | 1.0900 |
62
+ | No log | 0.4681 | 22 | 1.2379 | 0.1865 | 1.2379 | 1.1126 |
63
+ | No log | 0.5106 | 24 | 1.1940 | 0.1999 | 1.1940 | 1.0927 |
64
+ | No log | 0.5532 | 26 | 1.2968 | 0.1882 | 1.2968 | 1.1388 |
65
+ | No log | 0.5957 | 28 | 1.5793 | 0.0254 | 1.5793 | 1.2567 |
66
+ | No log | 0.6383 | 30 | 1.6659 | 0.0772 | 1.6659 | 1.2907 |
67
+ | No log | 0.6809 | 32 | 1.3236 | 0.1495 | 1.3236 | 1.1505 |
68
+ | No log | 0.7234 | 34 | 1.0196 | 0.3243 | 1.0196 | 1.0098 |
69
+ | No log | 0.7660 | 36 | 0.9862 | 0.3189 | 0.9862 | 0.9931 |
70
+ | No log | 0.8085 | 38 | 1.2444 | 0.0898 | 1.2444 | 1.1155 |
71
+ | No log | 0.8511 | 40 | 1.9671 | 0.2092 | 1.9671 | 1.4025 |
72
+ | No log | 0.8936 | 42 | 2.0903 | 0.2390 | 2.0903 | 1.4458 |
73
+ | No log | 0.9362 | 44 | 1.8408 | 0.1898 | 1.8408 | 1.3568 |
74
+ | No log | 0.9787 | 46 | 1.4361 | 0.1522 | 1.4361 | 1.1984 |
75
+ | No log | 1.0213 | 48 | 1.2171 | 0.1570 | 1.2171 | 1.1032 |
76
+ | No log | 1.0638 | 50 | 1.1151 | 0.2543 | 1.1151 | 1.0560 |
77
+ | No log | 1.1064 | 52 | 1.0568 | 0.3106 | 1.0568 | 1.0280 |
78
+ | No log | 1.1489 | 54 | 1.0117 | 0.2961 | 1.0117 | 1.0058 |
79
+ | No log | 1.1915 | 56 | 1.1132 | 0.2191 | 1.1132 | 1.0551 |
80
+ | No log | 1.2340 | 58 | 1.2798 | 0.2815 | 1.2798 | 1.1313 |
81
+ | No log | 1.2766 | 60 | 1.6785 | 0.2505 | 1.6785 | 1.2956 |
82
+ | No log | 1.3191 | 62 | 1.7247 | 0.2619 | 1.7247 | 1.3133 |
83
+ | No log | 1.3617 | 64 | 1.5733 | 0.2630 | 1.5733 | 1.2543 |
84
+ | No log | 1.4043 | 66 | 1.4176 | 0.2210 | 1.4176 | 1.1906 |
85
+ | No log | 1.4468 | 68 | 1.0280 | 0.3113 | 1.0280 | 1.0139 |
86
+ | No log | 1.4894 | 70 | 0.9250 | 0.4115 | 0.9250 | 0.9618 |
87
+ | No log | 1.5319 | 72 | 0.9095 | 0.3699 | 0.9095 | 0.9537 |
88
+ | No log | 1.5745 | 74 | 1.1611 | 0.3629 | 1.1611 | 1.0776 |
89
+ | No log | 1.6170 | 76 | 1.4779 | 0.2524 | 1.4779 | 1.2157 |
90
+ | No log | 1.6596 | 78 | 1.5966 | 0.2877 | 1.5966 | 1.2636 |
91
+ | No log | 1.7021 | 80 | 1.2012 | 0.3978 | 1.2012 | 1.0960 |
92
+ | No log | 1.7447 | 82 | 1.0684 | 0.2532 | 1.0684 | 1.0336 |
93
+ | No log | 1.7872 | 84 | 1.1843 | 0.2723 | 1.1843 | 1.0883 |
94
+ | No log | 1.8298 | 86 | 1.2739 | 0.1761 | 1.2739 | 1.1287 |
95
+ | No log | 1.8723 | 88 | 1.0508 | 0.3052 | 1.0508 | 1.0251 |
96
+ | No log | 1.9149 | 90 | 0.9354 | 0.3633 | 0.9354 | 0.9672 |
97
+ | No log | 1.9574 | 92 | 0.9861 | 0.3959 | 0.9861 | 0.9930 |
98
+ | No log | 2.0 | 94 | 0.8698 | 0.3886 | 0.8698 | 0.9326 |
99
+ | No log | 2.0426 | 96 | 0.8068 | 0.4273 | 0.8068 | 0.8982 |
100
+ | No log | 2.0851 | 98 | 0.6905 | 0.5962 | 0.6905 | 0.8310 |
101
+ | No log | 2.1277 | 100 | 0.7670 | 0.6011 | 0.7670 | 0.8758 |
102
+ | No log | 2.1702 | 102 | 0.6960 | 0.6035 | 0.6960 | 0.8343 |
103
+ | No log | 2.2128 | 104 | 0.6627 | 0.5342 | 0.6627 | 0.8140 |
104
+ | No log | 2.2553 | 106 | 0.6745 | 0.4912 | 0.6745 | 0.8213 |
105
+ | No log | 2.2979 | 108 | 0.6732 | 0.5120 | 0.6732 | 0.8205 |
106
+ | No log | 2.3404 | 110 | 0.8315 | 0.5111 | 0.8315 | 0.9119 |
107
+ | No log | 2.3830 | 112 | 1.2516 | 0.2411 | 1.2516 | 1.1187 |
108
+ | No log | 2.4255 | 114 | 1.1776 | 0.2259 | 1.1776 | 1.0852 |
109
+ | No log | 2.4681 | 116 | 0.7840 | 0.5362 | 0.7840 | 0.8854 |
110
+ | No log | 2.5106 | 118 | 1.0290 | 0.5165 | 1.0290 | 1.0144 |
111
+ | No log | 2.5532 | 120 | 1.3717 | 0.3053 | 1.3717 | 1.1712 |
112
+ | No log | 2.5957 | 122 | 1.1981 | 0.3966 | 1.1981 | 1.0946 |
113
+ | No log | 2.6383 | 124 | 0.8608 | 0.3956 | 0.8608 | 0.9278 |
114
+ | No log | 2.6809 | 126 | 0.8157 | 0.4488 | 0.8157 | 0.9032 |
115
+ | No log | 2.7234 | 128 | 0.9592 | 0.5780 | 0.9592 | 0.9794 |
116
+ | No log | 2.7660 | 130 | 0.9121 | 0.5799 | 0.9121 | 0.9550 |
117
+ | No log | 2.8085 | 132 | 0.7893 | 0.4343 | 0.7893 | 0.8884 |
118
+ | No log | 2.8511 | 134 | 0.8128 | 0.4737 | 0.8128 | 0.9015 |
119
+ | No log | 2.8936 | 136 | 0.9604 | 0.3798 | 0.9604 | 0.9800 |
120
+ | No log | 2.9362 | 138 | 0.9147 | 0.4371 | 0.9147 | 0.9564 |
121
+ | No log | 2.9787 | 140 | 0.8024 | 0.4591 | 0.8024 | 0.8958 |
122
+ | No log | 3.0213 | 142 | 0.7925 | 0.4799 | 0.7925 | 0.8902 |
123
+ | No log | 3.0638 | 144 | 0.7917 | 0.4998 | 0.7917 | 0.8898 |
124
+ | No log | 3.1064 | 146 | 0.7838 | 0.5061 | 0.7838 | 0.8853 |
125
+ | No log | 3.1489 | 148 | 1.0855 | 0.4138 | 1.0855 | 1.0418 |
126
+ | No log | 3.1915 | 150 | 1.5935 | 0.3942 | 1.5935 | 1.2624 |
127
+ | No log | 3.2340 | 152 | 1.6151 | 0.3851 | 1.6151 | 1.2709 |
128
+ | No log | 3.2766 | 154 | 1.3776 | 0.4152 | 1.3776 | 1.1737 |
129
+ | No log | 3.3191 | 156 | 0.9042 | 0.5055 | 0.9042 | 0.9509 |
130
+ | No log | 3.3617 | 158 | 0.7453 | 0.5339 | 0.7453 | 0.8633 |
131
+ | No log | 3.4043 | 160 | 0.8812 | 0.5124 | 0.8812 | 0.9387 |
132
+ | No log | 3.4468 | 162 | 0.8223 | 0.5266 | 0.8223 | 0.9068 |
133
+ | No log | 3.4894 | 164 | 0.7382 | 0.4859 | 0.7382 | 0.8592 |
134
+ | No log | 3.5319 | 166 | 0.7710 | 0.5125 | 0.7710 | 0.8780 |
135
+ | No log | 3.5745 | 168 | 0.7970 | 0.5125 | 0.7970 | 0.8928 |
136
+ | No log | 3.6170 | 170 | 0.7847 | 0.5012 | 0.7847 | 0.8858 |
137
+ | No log | 3.6596 | 172 | 0.8684 | 0.5179 | 0.8684 | 0.9319 |
138
+ | No log | 3.7021 | 174 | 0.9806 | 0.4613 | 0.9806 | 0.9903 |
139
+ | No log | 3.7447 | 176 | 0.9266 | 0.4650 | 0.9266 | 0.9626 |
140
+ | No log | 3.7872 | 178 | 0.8097 | 0.4138 | 0.8097 | 0.8999 |
141
+ | No log | 3.8298 | 180 | 0.8175 | 0.3660 | 0.8175 | 0.9041 |
142
+ | No log | 3.8723 | 182 | 0.8465 | 0.4400 | 0.8465 | 0.9201 |
143
+ | No log | 3.9149 | 184 | 0.8391 | 0.4885 | 0.8391 | 0.9160 |
144
+ | No log | 3.9574 | 186 | 0.8414 | 0.5477 | 0.8414 | 0.9173 |
145
+ | No log | 4.0 | 188 | 0.7995 | 0.5816 | 0.7995 | 0.8941 |
146
+ | No log | 4.0426 | 190 | 0.7908 | 0.6176 | 0.7908 | 0.8893 |
147
+ | No log | 4.0851 | 192 | 0.7893 | 0.5622 | 0.7893 | 0.8884 |
148
+ | No log | 4.1277 | 194 | 0.8379 | 0.4952 | 0.8379 | 0.9153 |
149
+ | No log | 4.1702 | 196 | 0.9282 | 0.4681 | 0.9282 | 0.9634 |
150
+ | No log | 4.2128 | 198 | 0.8703 | 0.4966 | 0.8703 | 0.9329 |
151
+ | No log | 4.2553 | 200 | 0.7429 | 0.4979 | 0.7429 | 0.8619 |
152
+ | No log | 4.2979 | 202 | 0.7797 | 0.4570 | 0.7797 | 0.8830 |
153
+ | No log | 4.3404 | 204 | 0.8299 | 0.4350 | 0.8299 | 0.9110 |
154
+ | No log | 4.3830 | 206 | 0.7787 | 0.4175 | 0.7787 | 0.8824 |
155
+ | No log | 4.4255 | 208 | 0.7571 | 0.4571 | 0.7571 | 0.8701 |
156
+ | No log | 4.4681 | 210 | 0.8332 | 0.4845 | 0.8332 | 0.9128 |
157
+ | No log | 4.5106 | 212 | 0.8356 | 0.5261 | 0.8356 | 0.9141 |
158
+ | No log | 4.5532 | 214 | 0.7708 | 0.5345 | 0.7708 | 0.8779 |
159
+ | No log | 4.5957 | 216 | 0.7413 | 0.5708 | 0.7413 | 0.8610 |
160
+ | No log | 4.6383 | 218 | 0.7397 | 0.5550 | 0.7397 | 0.8601 |
161
+ | No log | 4.6809 | 220 | 0.7326 | 0.6324 | 0.7326 | 0.8559 |
162
+ | No log | 4.7234 | 222 | 0.7356 | 0.6118 | 0.7356 | 0.8577 |
163
+ | No log | 4.7660 | 224 | 0.7498 | 0.5555 | 0.7498 | 0.8659 |
164
+ | No log | 4.8085 | 226 | 0.7606 | 0.5555 | 0.7606 | 0.8721 |
165
+ | No log | 4.8511 | 228 | 0.7859 | 0.5726 | 0.7859 | 0.8865 |
166
+ | No log | 4.8936 | 230 | 0.8257 | 0.5447 | 0.8257 | 0.9087 |
167
+ | No log | 4.9362 | 232 | 0.8671 | 0.4023 | 0.8671 | 0.9312 |
168
+ | No log | 4.9787 | 234 | 0.8332 | 0.5216 | 0.8332 | 0.9128 |
169
+ | No log | 5.0213 | 236 | 0.8343 | 0.4278 | 0.8343 | 0.9134 |
170
+ | No log | 5.0638 | 238 | 0.8569 | 0.4340 | 0.8569 | 0.9257 |
171
+ | No log | 5.1064 | 240 | 0.8922 | 0.3914 | 0.8922 | 0.9446 |
172
+ | No log | 5.1489 | 242 | 0.9076 | 0.3814 | 0.9076 | 0.9527 |
173
+ | No log | 5.1915 | 244 | 0.9254 | 0.3759 | 0.9254 | 0.9620 |
174
+ | No log | 5.2340 | 246 | 1.0408 | 0.4410 | 1.0408 | 1.0202 |
175
+ | No log | 5.2766 | 248 | 1.0429 | 0.4383 | 1.0429 | 1.0212 |
176
+ | No log | 5.3191 | 250 | 0.8878 | 0.4344 | 0.8878 | 0.9422 |
177
+ | No log | 5.3617 | 252 | 0.8365 | 0.4982 | 0.8365 | 0.9146 |
178
+ | No log | 5.4043 | 254 | 0.9921 | 0.4558 | 0.9921 | 0.9960 |
179
+ | No log | 5.4468 | 256 | 1.0740 | 0.4625 | 1.0740 | 1.0363 |
180
+ | No log | 5.4894 | 258 | 0.9014 | 0.4949 | 0.9014 | 0.9494 |
181
+ | No log | 5.5319 | 260 | 0.7813 | 0.5186 | 0.7813 | 0.8839 |
182
+ | No log | 5.5745 | 262 | 0.9196 | 0.4494 | 0.9196 | 0.9590 |
183
+ | No log | 5.6170 | 264 | 0.9657 | 0.5057 | 0.9657 | 0.9827 |
184
+ | No log | 5.6596 | 266 | 0.8154 | 0.5210 | 0.8154 | 0.9030 |
185
+ | No log | 5.7021 | 268 | 0.7503 | 0.5708 | 0.7503 | 0.8662 |
186
+ | No log | 5.7447 | 270 | 0.8191 | 0.5514 | 0.8191 | 0.9050 |
187
+ | No log | 5.7872 | 272 | 0.8513 | 0.5391 | 0.8513 | 0.9227 |
188
+ | No log | 5.8298 | 274 | 0.7978 | 0.5130 | 0.7978 | 0.8932 |
189
+ | No log | 5.8723 | 276 | 0.7534 | 0.4908 | 0.7534 | 0.8680 |
190
+ | No log | 5.9149 | 278 | 0.7723 | 0.4958 | 0.7723 | 0.8788 |
191
+ | No log | 5.9574 | 280 | 0.7468 | 0.4676 | 0.7468 | 0.8642 |
192
+ | No log | 6.0 | 282 | 0.7766 | 0.3812 | 0.7766 | 0.8812 |
193
+ | No log | 6.0426 | 284 | 0.8661 | 0.4640 | 0.8661 | 0.9307 |
194
+ | No log | 6.0851 | 286 | 0.8808 | 0.5080 | 0.8808 | 0.9385 |
195
+ | No log | 6.1277 | 288 | 0.8103 | 0.4912 | 0.8103 | 0.9002 |
196
+ | No log | 6.1702 | 290 | 0.7678 | 0.4817 | 0.7678 | 0.8762 |
197
+ | No log | 6.2128 | 292 | 0.7582 | 0.5046 | 0.7582 | 0.8707 |
198
+ | No log | 6.2553 | 294 | 0.7685 | 0.5163 | 0.7685 | 0.8766 |
199
+ | No log | 6.2979 | 296 | 0.7668 | 0.5606 | 0.7668 | 0.8757 |
200
+ | No log | 6.3404 | 298 | 0.7525 | 0.6133 | 0.7525 | 0.8675 |
201
+ | No log | 6.3830 | 300 | 0.7464 | 0.5879 | 0.7464 | 0.8639 |
202
+ | No log | 6.4255 | 302 | 0.7357 | 0.6043 | 0.7357 | 0.8577 |
203
+ | No log | 6.4681 | 304 | 0.7447 | 0.4118 | 0.7447 | 0.8630 |
204
+ | No log | 6.5106 | 306 | 0.7317 | 0.4016 | 0.7317 | 0.8554 |
205
+ | No log | 6.5532 | 308 | 0.7065 | 0.5150 | 0.7065 | 0.8406 |
206
+ | No log | 6.5957 | 310 | 0.7239 | 0.6235 | 0.7239 | 0.8508 |
207
+ | No log | 6.6383 | 312 | 0.7811 | 0.5047 | 0.7811 | 0.8838 |
208
+ | No log | 6.6809 | 314 | 0.8341 | 0.4138 | 0.8341 | 0.9133 |
209
+ | No log | 6.7234 | 316 | 0.9108 | 0.3648 | 0.9108 | 0.9544 |
210
+ | No log | 6.7660 | 318 | 0.8839 | 0.3648 | 0.8839 | 0.9402 |
211
+ | No log | 6.8085 | 320 | 0.8738 | 0.3859 | 0.8738 | 0.9348 |
212
+ | No log | 6.8511 | 322 | 0.8597 | 0.4139 | 0.8597 | 0.9272 |
213
+ | No log | 6.8936 | 324 | 0.8389 | 0.4389 | 0.8389 | 0.9159 |
214
+ | No log | 6.9362 | 326 | 0.8074 | 0.5416 | 0.8074 | 0.8986 |
215
+ | No log | 6.9787 | 328 | 0.7725 | 0.5416 | 0.7725 | 0.8789 |
216
+ | No log | 7.0213 | 330 | 0.7923 | 0.5339 | 0.7923 | 0.8901 |
217
+ | No log | 7.0638 | 332 | 0.7647 | 0.5820 | 0.7647 | 0.8745 |
218
+ | No log | 7.1064 | 334 | 0.7466 | 0.5770 | 0.7466 | 0.8641 |
219
+ | No log | 7.1489 | 336 | 0.7648 | 0.5312 | 0.7648 | 0.8745 |
220
+ | No log | 7.1915 | 338 | 0.7861 | 0.5076 | 0.7861 | 0.8866 |
221
+ | No log | 7.2340 | 340 | 0.8139 | 0.4995 | 0.8139 | 0.9022 |
222
+ | No log | 7.2766 | 342 | 0.8915 | 0.5309 | 0.8915 | 0.9442 |
223
+ | No log | 7.3191 | 344 | 0.8933 | 0.5309 | 0.8933 | 0.9452 |
224
+ | No log | 7.3617 | 346 | 0.8488 | 0.5047 | 0.8488 | 0.9213 |
225
+ | No log | 7.4043 | 348 | 0.8271 | 0.3762 | 0.8271 | 0.9095 |
226
+ | No log | 7.4468 | 350 | 0.8429 | 0.3855 | 0.8429 | 0.9181 |
227
+ | No log | 7.4894 | 352 | 0.8067 | 0.3914 | 0.8067 | 0.8982 |
228
+ | No log | 7.5319 | 354 | 0.8057 | 0.5047 | 0.8057 | 0.8976 |
229
+ | No log | 7.5745 | 356 | 0.9529 | 0.4596 | 0.9529 | 0.9762 |
230
+ | No log | 7.6170 | 358 | 1.0201 | 0.4284 | 1.0201 | 1.0100 |
231
+ | No log | 7.6596 | 360 | 0.9619 | 0.4596 | 0.9619 | 0.9808 |
232
+ | No log | 7.7021 | 362 | 0.8686 | 0.4203 | 0.8686 | 0.9320 |
233
+ | No log | 7.7447 | 364 | 0.8484 | 0.4016 | 0.8484 | 0.9211 |
234
+ | No log | 7.7872 | 366 | 0.8625 | 0.3486 | 0.8625 | 0.9287 |
235
+ | No log | 7.8298 | 368 | 0.8497 | 0.3821 | 0.8497 | 0.9218 |
236
+ | No log | 7.8723 | 370 | 0.8453 | 0.5202 | 0.8453 | 0.9194 |
237
+ | No log | 7.9149 | 372 | 0.8993 | 0.4365 | 0.8993 | 0.9483 |
238
+ | No log | 7.9574 | 374 | 0.9099 | 0.4225 | 0.9099 | 0.9539 |
239
+ | No log | 8.0 | 376 | 0.9065 | 0.3879 | 0.9065 | 0.9521 |
240
+ | No log | 8.0426 | 378 | 0.8996 | 0.3812 | 0.8996 | 0.9485 |
241
+ | No log | 8.0851 | 380 | 0.8738 | 0.3847 | 0.8738 | 0.9348 |
242
+ | No log | 8.1277 | 382 | 0.8551 | 0.4571 | 0.8551 | 0.9247 |
243
+ | No log | 8.1702 | 384 | 0.8540 | 0.4036 | 0.8540 | 0.9241 |
244
+ | No log | 8.2128 | 386 | 0.8511 | 0.4282 | 0.8511 | 0.9225 |
245
+ | No log | 8.2553 | 388 | 0.8583 | 0.4324 | 0.8583 | 0.9264 |
246
+ | No log | 8.2979 | 390 | 0.8817 | 0.3747 | 0.8817 | 0.9390 |
247
+ | No log | 8.3404 | 392 | 0.9120 | 0.3646 | 0.9120 | 0.9550 |
248
+ | No log | 8.3830 | 394 | 0.9115 | 0.3590 | 0.9115 | 0.9547 |
249
+ | No log | 8.4255 | 396 | 0.9063 | 0.4180 | 0.9063 | 0.9520 |
250
+ | No log | 8.4681 | 398 | 0.9037 | 0.3779 | 0.9037 | 0.9506 |
251
+ | No log | 8.5106 | 400 | 0.8961 | 0.4428 | 0.8961 | 0.9466 |
252
+ | No log | 8.5532 | 402 | 0.8849 | 0.3866 | 0.8849 | 0.9407 |
253
+ | No log | 8.5957 | 404 | 0.8714 | 0.4016 | 0.8714 | 0.9335 |
254
+ | No log | 8.6383 | 406 | 0.8575 | 0.3862 | 0.8575 | 0.9260 |
255
+ | No log | 8.6809 | 408 | 0.8589 | 0.3572 | 0.8589 | 0.9268 |
256
+ | No log | 8.7234 | 410 | 0.8319 | 0.4271 | 0.8319 | 0.9121 |
257
+ | No log | 8.7660 | 412 | 0.7958 | 0.4860 | 0.7958 | 0.8921 |
258
+ | No log | 8.8085 | 414 | 0.8075 | 0.4488 | 0.8075 | 0.8986 |
259
+ | No log | 8.8511 | 416 | 0.8461 | 0.4402 | 0.8461 | 0.9199 |
260
+ | No log | 8.8936 | 418 | 0.8277 | 0.4488 | 0.8277 | 0.9098 |
261
+ | No log | 8.9362 | 420 | 0.8112 | 0.3974 | 0.8112 | 0.9007 |
262
+ | No log | 8.9787 | 422 | 0.8530 | 0.4036 | 0.8530 | 0.9236 |
263
+ | No log | 9.0213 | 424 | 0.8988 | 0.3602 | 0.8988 | 0.9480 |
264
+ | No log | 9.0638 | 426 | 0.8685 | 0.3699 | 0.8685 | 0.9319 |
265
+ | No log | 9.1064 | 428 | 0.8185 | 0.4401 | 0.8185 | 0.9047 |
266
+ | No log | 9.1489 | 430 | 0.8170 | 0.4180 | 0.8170 | 0.9039 |
267
+ | No log | 9.1915 | 432 | 0.8738 | 0.4265 | 0.8738 | 0.9348 |
268
+ | No log | 9.2340 | 434 | 0.8892 | 0.4965 | 0.8892 | 0.9430 |
269
+ | No log | 9.2766 | 436 | 0.8271 | 0.5161 | 0.8271 | 0.9095 |
270
+ | No log | 9.3191 | 438 | 0.7755 | 0.5606 | 0.7755 | 0.8806 |
271
+ | No log | 9.3617 | 440 | 0.7834 | 0.4749 | 0.7834 | 0.8851 |
272
+ | No log | 9.4043 | 442 | 0.8070 | 0.4741 | 0.8070 | 0.8983 |
273
+ | No log | 9.4468 | 444 | 0.8013 | 0.4494 | 0.8013 | 0.8951 |
274
+ | No log | 9.4894 | 446 | 0.8105 | 0.4494 | 0.8105 | 0.9003 |
275
+ | No log | 9.5319 | 448 | 0.8214 | 0.3756 | 0.8214 | 0.9063 |
276
+ | No log | 9.5745 | 450 | 0.8242 | 0.4299 | 0.8242 | 0.9079 |
277
+ | No log | 9.6170 | 452 | 0.8412 | 0.3855 | 0.8412 | 0.9172 |
278
+ | No log | 9.6596 | 454 | 0.8646 | 0.4136 | 0.8646 | 0.9298 |
279
+ | No log | 9.7021 | 456 | 0.8842 | 0.3709 | 0.8842 | 0.9403 |
280
+ | No log | 9.7447 | 458 | 0.8716 | 0.3678 | 0.8716 | 0.9336 |
281
+ | No log | 9.7872 | 460 | 0.8384 | 0.4715 | 0.8384 | 0.9156 |
282
+ | No log | 9.8298 | 462 | 0.8427 | 0.5421 | 0.8427 | 0.9180 |
283
+ | No log | 9.8723 | 464 | 0.8684 | 0.5270 | 0.8684 | 0.9319 |
284
+ | No log | 9.9149 | 466 | 0.8443 | 0.5421 | 0.8443 | 0.9189 |
285
+ | No log | 9.9574 | 468 | 0.8443 | 0.4548 | 0.8443 | 0.9188 |
286
+ | No log | 10.0 | 470 | 0.9643 | 0.3444 | 0.9643 | 0.9820 |
287
+ | No log | 10.0426 | 472 | 1.0702 | 0.3301 | 1.0702 | 1.0345 |
288
+ | No log | 10.0851 | 474 | 1.0366 | 0.3160 | 1.0366 | 1.0181 |
289
+ | No log | 10.1277 | 476 | 0.9168 | 0.3699 | 0.9168 | 0.9575 |
290
+ | No log | 10.1702 | 478 | 0.8475 | 0.3830 | 0.8475 | 0.9206 |
291
+ | No log | 10.2128 | 480 | 0.8682 | 0.5014 | 0.8682 | 0.9317 |
292
+ | No log | 10.2553 | 482 | 0.8723 | 0.4742 | 0.8723 | 0.9340 |
293
+ | No log | 10.2979 | 484 | 0.8724 | 0.4640 | 0.8724 | 0.9340 |
294
+ | No log | 10.3404 | 486 | 0.8418 | 0.4163 | 0.8418 | 0.9175 |
295
+ | No log | 10.3830 | 488 | 0.8098 | 0.5112 | 0.8098 | 0.8999 |
296
+ | No log | 10.4255 | 490 | 0.8027 | 0.5175 | 0.8027 | 0.8960 |
297
+ | No log | 10.4681 | 492 | 0.8060 | 0.5076 | 0.8060 | 0.8977 |
298
+ | No log | 10.5106 | 494 | 0.8119 | 0.4722 | 0.8119 | 0.9011 |
299
+ | No log | 10.5532 | 496 | 0.8673 | 0.4640 | 0.8673 | 0.9313 |
300
+ | No log | 10.5957 | 498 | 0.8649 | 0.4640 | 0.8649 | 0.9300 |
301
+ | 0.3429 | 10.6383 | 500 | 0.8340 | 0.4243 | 0.8340 | 0.9132 |
302
+ | 0.3429 | 10.6809 | 502 | 0.8426 | 0.4261 | 0.8426 | 0.9179 |
303
+ | 0.3429 | 10.7234 | 504 | 0.8610 | 0.3602 | 0.8610 | 0.9279 |
304
+ | 0.3429 | 10.7660 | 506 | 0.8391 | 0.3806 | 0.8391 | 0.9160 |
305
+ | 0.3429 | 10.8085 | 508 | 0.8175 | 0.4701 | 0.8175 | 0.9042 |
306
+ | 0.3429 | 10.8511 | 510 | 0.8184 | 0.4571 | 0.8184 | 0.9046 |
307
+ | 0.3429 | 10.8936 | 512 | 0.8195 | 0.3467 | 0.8195 | 0.9053 |
308
+ | 0.3429 | 10.9362 | 514 | 0.8257 | 0.3671 | 0.8257 | 0.9087 |
309
+ | 0.3429 | 10.9787 | 516 | 0.8460 | 0.4236 | 0.8460 | 0.9198 |
310
+ | 0.3429 | 11.0213 | 518 | 0.8493 | 0.4408 | 0.8493 | 0.9215 |
311
+ | 0.3429 | 11.0638 | 520 | 0.8581 | 0.4408 | 0.8581 | 0.9264 |
312
+ | 0.3429 | 11.1064 | 522 | 0.8631 | 0.4136 | 0.8631 | 0.9290 |
313
+ | 0.3429 | 11.1489 | 524 | 0.8536 | 0.3365 | 0.8536 | 0.9239 |
314
+ | 0.3429 | 11.1915 | 526 | 0.8621 | 0.3557 | 0.8621 | 0.9285 |
315
+ | 0.3429 | 11.2340 | 528 | 0.8728 | 0.3927 | 0.8728 | 0.9342 |
316
+ | 0.3429 | 11.2766 | 530 | 0.8840 | 0.4139 | 0.8840 | 0.9402 |
317
 
318
 
319
  ### Framework versions