Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task2_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
bc28c21
·
verified ·
1 Parent(s): f9d2bd7

End of training

Browse files
Files changed (1) hide show
  1. README.md +319 -434
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_k5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.8449
19
- - Qwk: 0.3558
20
- - Mse: 0.8449
21
- - Rmse: 0.9192
22
 
23
  ## Model description
24
 
@@ -47,434 +47,319 @@ The following hyperparameters were used during training:
47
 
48
  ### Training results
49
 
50
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.08 | 2 | 4.7405 | 0.0010 | 4.7405 | 2.1773 |
53
- | No log | 0.16 | 4 | 2.7184 | 0.0038 | 2.7184 | 1.6488 |
54
- | No log | 0.24 | 6 | 1.9549 | -0.0233 | 1.9549 | 1.3982 |
55
- | No log | 0.32 | 8 | 1.6921 | 0.0062 | 1.6921 | 1.3008 |
56
- | No log | 0.4 | 10 | 1.3760 | -0.0216 | 1.3760 | 1.1730 |
57
- | No log | 0.48 | 12 | 1.2989 | 0.0426 | 1.2989 | 1.1397 |
58
- | No log | 0.56 | 14 | 1.7963 | 0.1304 | 1.7963 | 1.3403 |
59
- | No log | 0.64 | 16 | 1.6289 | 0.1279 | 1.6289 | 1.2763 |
60
- | No log | 0.72 | 18 | 1.2663 | 0.0561 | 1.2663 | 1.1253 |
61
- | No log | 0.8 | 20 | 1.2199 | 0.2935 | 1.2199 | 1.1045 |
62
- | No log | 0.88 | 22 | 1.1661 | 0.3035 | 1.1661 | 1.0799 |
63
- | No log | 0.96 | 24 | 1.4079 | 0.1255 | 1.4079 | 1.1866 |
64
- | No log | 1.04 | 26 | 1.5694 | 0.1080 | 1.5694 | 1.2527 |
65
- | No log | 1.12 | 28 | 1.3982 | 0.0750 | 1.3982 | 1.1825 |
66
- | No log | 1.2 | 30 | 1.1391 | 0.2476 | 1.1391 | 1.0673 |
67
- | No log | 1.28 | 32 | 1.1186 | 0.2476 | 1.1186 | 1.0576 |
68
- | No log | 1.3600 | 34 | 1.1558 | 0.2672 | 1.1558 | 1.0751 |
69
- | No log | 1.44 | 36 | 1.2651 | 0.0297 | 1.2651 | 1.1248 |
70
- | No log | 1.52 | 38 | 1.4068 | 0.0750 | 1.4068 | 1.1861 |
71
- | No log | 1.6 | 40 | 1.4966 | 0.1364 | 1.4966 | 1.2233 |
72
- | No log | 1.6800 | 42 | 1.4232 | 0.1196 | 1.4232 | 1.1930 |
73
- | No log | 1.76 | 44 | 1.5071 | 0.1224 | 1.5071 | 1.2276 |
74
- | No log | 1.8400 | 46 | 1.6636 | 0.2045 | 1.6636 | 1.2898 |
75
- | No log | 1.92 | 48 | 1.5897 | 0.1418 | 1.5897 | 1.2608 |
76
- | No log | 2.0 | 50 | 1.3568 | 0.1364 | 1.3568 | 1.1648 |
77
- | No log | 2.08 | 52 | 1.1355 | 0.1636 | 1.1355 | 1.0656 |
78
- | No log | 2.16 | 54 | 1.0273 | 0.3059 | 1.0273 | 1.0136 |
79
- | No log | 2.24 | 56 | 0.9959 | 0.3516 | 0.9959 | 0.9980 |
80
- | No log | 2.32 | 58 | 1.0602 | 0.1257 | 1.0602 | 1.0296 |
81
- | No log | 2.4 | 60 | 1.1870 | 0.1801 | 1.1870 | 1.0895 |
82
- | No log | 2.48 | 62 | 1.2586 | 0.1851 | 1.2586 | 1.1219 |
83
- | No log | 2.56 | 64 | 1.1502 | 0.2152 | 1.1502 | 1.0725 |
84
- | No log | 2.64 | 66 | 1.0219 | 0.4175 | 1.0219 | 1.0109 |
85
- | No log | 2.7200 | 68 | 1.0246 | 0.4175 | 1.0246 | 1.0122 |
86
- | No log | 2.8 | 70 | 1.1010 | 0.2962 | 1.1010 | 1.0493 |
87
- | No log | 2.88 | 72 | 1.4993 | 0.3441 | 1.4993 | 1.2245 |
88
- | No log | 2.96 | 74 | 1.6961 | 0.3149 | 1.6961 | 1.3023 |
89
- | No log | 3.04 | 76 | 1.6153 | 0.3364 | 1.6153 | 1.2709 |
90
- | No log | 3.12 | 78 | 1.2180 | 0.3469 | 1.2180 | 1.1036 |
91
- | No log | 3.2 | 80 | 0.9274 | 0.4537 | 0.9274 | 0.9630 |
92
- | No log | 3.2800 | 82 | 0.8756 | 0.4596 | 0.8756 | 0.9357 |
93
- | No log | 3.36 | 84 | 0.7912 | 0.4606 | 0.7912 | 0.8895 |
94
- | No log | 3.44 | 86 | 0.8022 | 0.5072 | 0.8022 | 0.8956 |
95
- | No log | 3.52 | 88 | 0.7448 | 0.5288 | 0.7448 | 0.8630 |
96
- | No log | 3.6 | 90 | 0.7683 | 0.5288 | 0.7683 | 0.8765 |
97
- | No log | 3.68 | 92 | 0.7552 | 0.5634 | 0.7552 | 0.8690 |
98
- | No log | 3.76 | 94 | 0.8876 | 0.4494 | 0.8876 | 0.9421 |
99
- | No log | 3.84 | 96 | 0.9159 | 0.4494 | 0.9159 | 0.9570 |
100
- | No log | 3.92 | 98 | 0.9177 | 0.4408 | 0.9177 | 0.9579 |
101
- | No log | 4.0 | 100 | 0.9897 | 0.4988 | 0.9897 | 0.9949 |
102
- | No log | 4.08 | 102 | 1.0772 | 0.4795 | 1.0772 | 1.0379 |
103
- | No log | 4.16 | 104 | 1.0998 | 0.4436 | 1.0998 | 1.0487 |
104
- | No log | 4.24 | 106 | 0.9900 | 0.4618 | 0.9900 | 0.9950 |
105
- | No log | 4.32 | 108 | 0.8869 | 0.4661 | 0.8869 | 0.9417 |
106
- | No log | 4.4 | 110 | 0.9016 | 0.4418 | 0.9016 | 0.9495 |
107
- | No log | 4.48 | 112 | 0.8494 | 0.4745 | 0.8494 | 0.9216 |
108
- | No log | 4.5600 | 114 | 0.7750 | 0.5312 | 0.7750 | 0.8803 |
109
- | No log | 4.64 | 116 | 0.7881 | 0.5255 | 0.7881 | 0.8878 |
110
- | No log | 4.72 | 118 | 1.0300 | 0.5370 | 1.0300 | 1.0149 |
111
- | No log | 4.8 | 120 | 1.1780 | 0.4505 | 1.1780 | 1.0853 |
112
- | No log | 4.88 | 122 | 0.8322 | 0.5921 | 0.8322 | 0.9122 |
113
- | No log | 4.96 | 124 | 0.7484 | 0.5479 | 0.7484 | 0.8651 |
114
- | No log | 5.04 | 126 | 0.7408 | 0.5982 | 0.7408 | 0.8607 |
115
- | No log | 5.12 | 128 | 0.9430 | 0.5230 | 0.9430 | 0.9711 |
116
- | No log | 5.2 | 130 | 1.1761 | 0.4815 | 1.1761 | 1.0845 |
117
- | No log | 5.28 | 132 | 0.9044 | 0.5769 | 0.9044 | 0.9510 |
118
- | No log | 5.36 | 134 | 0.7967 | 0.5948 | 0.7967 | 0.8926 |
119
- | No log | 5.44 | 136 | 0.8188 | 0.5486 | 0.8188 | 0.9049 |
120
- | No log | 5.52 | 138 | 1.0377 | 0.5245 | 1.0377 | 1.0187 |
121
- | No log | 5.6 | 140 | 1.2153 | 0.3833 | 1.2153 | 1.1024 |
122
- | No log | 5.68 | 142 | 1.1127 | 0.3872 | 1.1127 | 1.0549 |
123
- | No log | 5.76 | 144 | 0.8244 | 0.5055 | 0.8244 | 0.9079 |
124
- | No log | 5.84 | 146 | 0.8410 | 0.4774 | 0.8410 | 0.9170 |
125
- | No log | 5.92 | 148 | 0.8321 | 0.4816 | 0.8321 | 0.9122 |
126
- | No log | 6.0 | 150 | 0.8738 | 0.4529 | 0.8738 | 0.9348 |
127
- | No log | 6.08 | 152 | 1.3099 | 0.3421 | 1.3099 | 1.1445 |
128
- | No log | 6.16 | 154 | 1.4140 | 0.3095 | 1.4140 | 1.1891 |
129
- | No log | 6.24 | 156 | 1.1496 | 0.4269 | 1.1496 | 1.0722 |
130
- | No log | 6.32 | 158 | 0.8050 | 0.5988 | 0.8050 | 0.8972 |
131
- | No log | 6.4 | 160 | 0.8093 | 0.6142 | 0.8093 | 0.8996 |
132
- | No log | 6.48 | 162 | 0.8112 | 0.5860 | 0.8112 | 0.9007 |
133
- | No log | 6.5600 | 164 | 0.8608 | 0.5665 | 0.8608 | 0.9278 |
134
- | No log | 6.64 | 166 | 0.8876 | 0.5062 | 0.8876 | 0.9421 |
135
- | No log | 6.72 | 168 | 0.8772 | 0.4686 | 0.8772 | 0.9366 |
136
- | No log | 6.8 | 170 | 0.8844 | 0.4534 | 0.8844 | 0.9404 |
137
- | No log | 6.88 | 172 | 0.8951 | 0.4703 | 0.8951 | 0.9461 |
138
- | No log | 6.96 | 174 | 1.0111 | 0.4716 | 1.0111 | 1.0055 |
139
- | No log | 7.04 | 176 | 1.0373 | 0.4820 | 1.0373 | 1.0185 |
140
- | No log | 7.12 | 178 | 0.9400 | 0.5018 | 0.9400 | 0.9695 |
141
- | No log | 7.2 | 180 | 0.8158 | 0.4598 | 0.8158 | 0.9032 |
142
- | No log | 7.28 | 182 | 0.8269 | 0.5098 | 0.8269 | 0.9093 |
143
- | No log | 7.36 | 184 | 0.8185 | 0.4701 | 0.8185 | 0.9047 |
144
- | No log | 7.44 | 186 | 0.7997 | 0.4429 | 0.7997 | 0.8943 |
145
- | No log | 7.52 | 188 | 0.8157 | 0.4961 | 0.8157 | 0.9032 |
146
- | No log | 7.6 | 190 | 0.8296 | 0.5409 | 0.8296 | 0.9108 |
147
- | No log | 7.68 | 192 | 0.8368 | 0.5228 | 0.8368 | 0.9148 |
148
- | No log | 7.76 | 194 | 0.7817 | 0.4912 | 0.7817 | 0.8841 |
149
- | No log | 7.84 | 196 | 0.7979 | 0.4434 | 0.7979 | 0.8932 |
150
- | No log | 7.92 | 198 | 0.8050 | 0.4701 | 0.8050 | 0.8972 |
151
- | No log | 8.0 | 200 | 0.7934 | 0.4977 | 0.7934 | 0.8907 |
152
- | No log | 8.08 | 202 | 0.8534 | 0.4855 | 0.8534 | 0.9238 |
153
- | No log | 8.16 | 204 | 0.9559 | 0.4625 | 0.9559 | 0.9777 |
154
- | No log | 8.24 | 206 | 0.8559 | 0.5262 | 0.8559 | 0.9252 |
155
- | No log | 8.32 | 208 | 0.7935 | 0.5381 | 0.7935 | 0.8908 |
156
- | No log | 8.4 | 210 | 0.8726 | 0.5029 | 0.8726 | 0.9341 |
157
- | No log | 8.48 | 212 | 0.8311 | 0.4820 | 0.8311 | 0.9117 |
158
- | No log | 8.56 | 214 | 0.7985 | 0.5895 | 0.7985 | 0.8936 |
159
- | No log | 8.64 | 216 | 1.2502 | 0.4113 | 1.2502 | 1.1181 |
160
- | No log | 8.72 | 218 | 1.5527 | 0.3239 | 1.5527 | 1.2461 |
161
- | No log | 8.8 | 220 | 1.4083 | 0.3375 | 1.4083 | 1.1867 |
162
- | No log | 8.88 | 222 | 1.0065 | 0.4796 | 1.0065 | 1.0032 |
163
- | No log | 8.96 | 224 | 0.8038 | 0.5351 | 0.8038 | 0.8965 |
164
- | No log | 9.04 | 226 | 0.9496 | 0.4490 | 0.9496 | 0.9745 |
165
- | No log | 9.12 | 228 | 0.9663 | 0.4357 | 0.9663 | 0.9830 |
166
- | No log | 9.2 | 230 | 0.8531 | 0.5622 | 0.8531 | 0.9236 |
167
- | No log | 9.28 | 232 | 0.7819 | 0.4258 | 0.7819 | 0.8842 |
168
- | No log | 9.36 | 234 | 0.8409 | 0.5238 | 0.8409 | 0.9170 |
169
- | No log | 9.44 | 236 | 0.9675 | 0.5347 | 0.9675 | 0.9836 |
170
- | No log | 9.52 | 238 | 0.9090 | 0.5230 | 0.9090 | 0.9534 |
171
- | No log | 9.6 | 240 | 0.8345 | 0.5541 | 0.8345 | 0.9135 |
172
- | No log | 9.68 | 242 | 0.8647 | 0.5355 | 0.8647 | 0.9299 |
173
- | No log | 9.76 | 244 | 0.9154 | 0.5094 | 0.9154 | 0.9568 |
174
- | No log | 9.84 | 246 | 1.0187 | 0.4767 | 1.0187 | 1.0093 |
175
- | No log | 9.92 | 248 | 0.9980 | 0.4171 | 0.9980 | 0.9990 |
176
- | No log | 10.0 | 250 | 0.9644 | 0.4100 | 0.9644 | 0.9821 |
177
- | No log | 10.08 | 252 | 0.9448 | 0.4175 | 0.9448 | 0.9720 |
178
- | No log | 10.16 | 254 | 0.9248 | 0.4175 | 0.9248 | 0.9617 |
179
- | No log | 10.24 | 256 | 0.9440 | 0.3653 | 0.9440 | 0.9716 |
180
- | No log | 10.32 | 258 | 1.0608 | 0.4033 | 1.0608 | 1.0299 |
181
- | No log | 10.4 | 260 | 1.1298 | 0.4357 | 1.1298 | 1.0629 |
182
- | No log | 10.48 | 262 | 1.0689 | 0.4073 | 1.0689 | 1.0339 |
183
- | No log | 10.56 | 264 | 0.9430 | 0.4817 | 0.9430 | 0.9711 |
184
- | No log | 10.64 | 266 | 0.8567 | 0.4397 | 0.8567 | 0.9256 |
185
- | No log | 10.72 | 268 | 0.8445 | 0.4745 | 0.8445 | 0.9190 |
186
- | No log | 10.8 | 270 | 0.8547 | 0.3998 | 0.8547 | 0.9245 |
187
- | No log | 10.88 | 272 | 0.8365 | 0.4077 | 0.8365 | 0.9146 |
188
- | No log | 10.96 | 274 | 0.9183 | 0.4940 | 0.9183 | 0.9583 |
189
- | No log | 11.04 | 276 | 0.9960 | 0.4787 | 0.9960 | 0.9980 |
190
- | No log | 11.12 | 278 | 0.9319 | 0.4733 | 0.9319 | 0.9654 |
191
- | No log | 11.2 | 280 | 0.8266 | 0.4197 | 0.8266 | 0.9092 |
192
- | No log | 11.28 | 282 | 0.8455 | 0.4141 | 0.8455 | 0.9195 |
193
- | No log | 11.36 | 284 | 0.9355 | 0.4261 | 0.9355 | 0.9672 |
194
- | No log | 11.44 | 286 | 0.9468 | 0.3897 | 0.9468 | 0.9730 |
195
- | No log | 11.52 | 288 | 0.8620 | 0.5130 | 0.8620 | 0.9284 |
196
- | No log | 11.6 | 290 | 0.8036 | 0.4626 | 0.8036 | 0.8964 |
197
- | No log | 11.68 | 292 | 0.9560 | 0.4676 | 0.9560 | 0.9777 |
198
- | No log | 11.76 | 294 | 1.1631 | 0.4310 | 1.1631 | 1.0785 |
199
- | No log | 11.84 | 296 | 1.1690 | 0.4667 | 1.1690 | 1.0812 |
200
- | No log | 11.92 | 298 | 1.0522 | 0.4852 | 1.0522 | 1.0258 |
201
- | No log | 12.0 | 300 | 0.8140 | 0.5185 | 0.8140 | 0.9022 |
202
- | No log | 12.08 | 302 | 0.7851 | 0.5192 | 0.7851 | 0.8861 |
203
- | No log | 12.16 | 304 | 0.8173 | 0.5467 | 0.8173 | 0.9040 |
204
- | No log | 12.24 | 306 | 0.8176 | 0.5161 | 0.8176 | 0.9042 |
205
- | No log | 12.32 | 308 | 0.7887 | 0.4180 | 0.7887 | 0.8881 |
206
- | No log | 12.4 | 310 | 0.7901 | 0.4599 | 0.7901 | 0.8889 |
207
- | No log | 12.48 | 312 | 0.8021 | 0.4686 | 0.8021 | 0.8956 |
208
- | No log | 12.56 | 314 | 0.8278 | 0.4368 | 0.8278 | 0.9098 |
209
- | No log | 12.64 | 316 | 0.8366 | 0.4397 | 0.8366 | 0.9147 |
210
- | No log | 12.72 | 318 | 0.8528 | 0.4327 | 0.8528 | 0.9235 |
211
- | No log | 12.8 | 320 | 0.8822 | 0.4327 | 0.8822 | 0.9393 |
212
- | No log | 12.88 | 322 | 0.8886 | 0.4286 | 0.8886 | 0.9427 |
213
- | No log | 12.96 | 324 | 0.8694 | 0.4286 | 0.8694 | 0.9324 |
214
- | No log | 13.04 | 326 | 0.8257 | 0.4385 | 0.8257 | 0.9087 |
215
- | No log | 13.12 | 328 | 0.7768 | 0.5578 | 0.7768 | 0.8814 |
216
- | No log | 13.2 | 330 | 0.7454 | 0.6025 | 0.7454 | 0.8634 |
217
- | No log | 13.28 | 332 | 0.7547 | 0.5918 | 0.7547 | 0.8687 |
218
- | No log | 13.36 | 334 | 0.7535 | 0.5721 | 0.7535 | 0.8680 |
219
- | No log | 13.44 | 336 | 0.7533 | 0.5721 | 0.7533 | 0.8679 |
220
- | No log | 13.52 | 338 | 0.7760 | 0.4962 | 0.7760 | 0.8809 |
221
- | No log | 13.6 | 340 | 0.7859 | 0.4521 | 0.7859 | 0.8865 |
222
- | No log | 13.68 | 342 | 0.8150 | 0.4701 | 0.8150 | 0.9028 |
223
- | No log | 13.76 | 344 | 0.8504 | 0.4701 | 0.8504 | 0.9222 |
224
- | No log | 13.84 | 346 | 0.8281 | 0.5375 | 0.8281 | 0.9100 |
225
- | No log | 13.92 | 348 | 0.7775 | 0.4715 | 0.7775 | 0.8817 |
226
- | No log | 14.0 | 350 | 0.7918 | 0.5318 | 0.7918 | 0.8898 |
227
- | No log | 14.08 | 352 | 0.8784 | 0.5603 | 0.8784 | 0.9372 |
228
- | No log | 14.16 | 354 | 0.8544 | 0.5603 | 0.8544 | 0.9244 |
229
- | No log | 14.24 | 356 | 0.7643 | 0.5271 | 0.7643 | 0.8743 |
230
- | No log | 14.32 | 358 | 0.7515 | 0.5424 | 0.7515 | 0.8669 |
231
- | No log | 14.4 | 360 | 0.7541 | 0.5993 | 0.7541 | 0.8684 |
232
- | No log | 14.48 | 362 | 0.7595 | 0.5543 | 0.7595 | 0.8715 |
233
- | No log | 14.56 | 364 | 0.7813 | 0.5657 | 0.7813 | 0.8839 |
234
- | No log | 14.64 | 366 | 0.8003 | 0.6083 | 0.8003 | 0.8946 |
235
- | No log | 14.72 | 368 | 0.7990 | 0.5554 | 0.7990 | 0.8938 |
236
- | No log | 14.8 | 370 | 0.7760 | 0.5618 | 0.7760 | 0.8809 |
237
- | No log | 14.88 | 372 | 0.7603 | 0.5150 | 0.7603 | 0.8719 |
238
- | No log | 14.96 | 374 | 0.7567 | 0.4652 | 0.7567 | 0.8699 |
239
- | No log | 15.04 | 376 | 0.7460 | 0.5703 | 0.7460 | 0.8637 |
240
- | No log | 15.12 | 378 | 0.7442 | 0.5607 | 0.7442 | 0.8627 |
241
- | No log | 15.2 | 380 | 0.7448 | 0.5816 | 0.7448 | 0.8630 |
242
- | No log | 15.28 | 382 | 0.7611 | 0.6160 | 0.7611 | 0.8724 |
243
- | No log | 15.36 | 384 | 0.7588 | 0.6117 | 0.7588 | 0.8711 |
244
- | No log | 15.44 | 386 | 0.7616 | 0.6172 | 0.7616 | 0.8727 |
245
- | No log | 15.52 | 388 | 0.7622 | 0.5538 | 0.7622 | 0.8730 |
246
- | No log | 15.6 | 390 | 0.7714 | 0.5633 | 0.7714 | 0.8783 |
247
- | No log | 15.68 | 392 | 0.7747 | 0.5538 | 0.7747 | 0.8802 |
248
- | No log | 15.76 | 394 | 0.7751 | 0.4961 | 0.7751 | 0.8804 |
249
- | No log | 15.84 | 396 | 0.7945 | 0.4825 | 0.7945 | 0.8913 |
250
- | No log | 15.92 | 398 | 0.8116 | 0.4825 | 0.8116 | 0.9009 |
251
- | No log | 16.0 | 400 | 0.8228 | 0.4666 | 0.8228 | 0.9071 |
252
- | No log | 16.08 | 402 | 0.8147 | 0.4706 | 0.8147 | 0.9026 |
253
- | No log | 16.16 | 404 | 0.7894 | 0.4741 | 0.7894 | 0.8885 |
254
- | No log | 16.24 | 406 | 0.7638 | 0.5069 | 0.7638 | 0.8739 |
255
- | No log | 16.32 | 408 | 0.7453 | 0.5840 | 0.7453 | 0.8633 |
256
- | No log | 16.4 | 410 | 0.7353 | 0.5956 | 0.7353 | 0.8575 |
257
- | No log | 16.48 | 412 | 0.7478 | 0.6151 | 0.7478 | 0.8648 |
258
- | No log | 16.56 | 414 | 0.7847 | 0.5882 | 0.7847 | 0.8858 |
259
- | No log | 16.64 | 416 | 0.7758 | 0.6248 | 0.7758 | 0.8808 |
260
- | No log | 16.72 | 418 | 0.7804 | 0.5497 | 0.7804 | 0.8834 |
261
- | No log | 16.8 | 420 | 0.8033 | 0.4690 | 0.8033 | 0.8963 |
262
- | No log | 16.88 | 422 | 0.8453 | 0.4379 | 0.8453 | 0.9194 |
263
- | No log | 16.96 | 424 | 0.8608 | 0.4383 | 0.8608 | 0.9278 |
264
- | No log | 17.04 | 426 | 0.8355 | 0.4115 | 0.8355 | 0.9140 |
265
- | No log | 17.12 | 428 | 0.7989 | 0.4404 | 0.7989 | 0.8938 |
266
- | No log | 17.2 | 430 | 0.7685 | 0.4782 | 0.7685 | 0.8766 |
267
- | No log | 17.28 | 432 | 0.7613 | 0.4570 | 0.7613 | 0.8725 |
268
- | No log | 17.36 | 434 | 0.7481 | 0.4299 | 0.7481 | 0.8650 |
269
- | No log | 17.44 | 436 | 0.7383 | 0.5351 | 0.7383 | 0.8592 |
270
- | No log | 17.52 | 438 | 0.7258 | 0.5351 | 0.7258 | 0.8519 |
271
- | No log | 17.6 | 440 | 0.7115 | 0.6035 | 0.7115 | 0.8435 |
272
- | No log | 17.68 | 442 | 0.7278 | 0.4944 | 0.7278 | 0.8531 |
273
- | No log | 17.76 | 444 | 0.7533 | 0.4861 | 0.7533 | 0.8680 |
274
- | No log | 17.84 | 446 | 0.7488 | 0.4197 | 0.7488 | 0.8654 |
275
- | No log | 17.92 | 448 | 0.7961 | 0.4461 | 0.7961 | 0.8922 |
276
- | No log | 18.0 | 450 | 0.8784 | 0.4928 | 0.8784 | 0.9372 |
277
- | No log | 18.08 | 452 | 0.9049 | 0.4304 | 0.9049 | 0.9512 |
278
- | No log | 18.16 | 454 | 0.9006 | 0.3724 | 0.9006 | 0.9490 |
279
- | No log | 18.24 | 456 | 0.8698 | 0.3965 | 0.8698 | 0.9326 |
280
- | No log | 18.32 | 458 | 0.8645 | 0.3648 | 0.8645 | 0.9298 |
281
- | No log | 18.4 | 460 | 0.8478 | 0.4175 | 0.8478 | 0.9208 |
282
- | No log | 18.48 | 462 | 0.8444 | 0.4341 | 0.8444 | 0.9189 |
283
- | No log | 18.56 | 464 | 0.8147 | 0.4854 | 0.8147 | 0.9026 |
284
- | No log | 18.64 | 466 | 0.7902 | 0.5632 | 0.7902 | 0.8889 |
285
- | No log | 18.72 | 468 | 0.7887 | 0.5172 | 0.7887 | 0.8881 |
286
- | No log | 18.8 | 470 | 0.8022 | 0.4556 | 0.8022 | 0.8956 |
287
- | No log | 18.88 | 472 | 0.8185 | 0.4341 | 0.8185 | 0.9047 |
288
- | No log | 18.96 | 474 | 0.8078 | 0.4344 | 0.8078 | 0.8988 |
289
- | No log | 19.04 | 476 | 0.7839 | 0.4212 | 0.7839 | 0.8854 |
290
- | No log | 19.12 | 478 | 0.7690 | 0.4439 | 0.7690 | 0.8769 |
291
- | No log | 19.2 | 480 | 0.7596 | 0.4867 | 0.7596 | 0.8715 |
292
- | No log | 19.28 | 482 | 0.7369 | 0.4916 | 0.7369 | 0.8584 |
293
- | No log | 19.36 | 484 | 0.7209 | 0.5155 | 0.7209 | 0.8491 |
294
- | No log | 19.44 | 486 | 0.7454 | 0.5322 | 0.7454 | 0.8634 |
295
- | No log | 19.52 | 488 | 0.7498 | 0.5650 | 0.7498 | 0.8659 |
296
- | No log | 19.6 | 490 | 0.7476 | 0.5322 | 0.7476 | 0.8646 |
297
- | No log | 19.68 | 492 | 0.7532 | 0.5244 | 0.7532 | 0.8678 |
298
- | No log | 19.76 | 494 | 0.7846 | 0.3884 | 0.7846 | 0.8858 |
299
- | No log | 19.84 | 496 | 0.7785 | 0.4116 | 0.7785 | 0.8823 |
300
- | No log | 19.92 | 498 | 0.7738 | 0.4401 | 0.7738 | 0.8797 |
301
- | 0.3271 | 20.0 | 500 | 0.7667 | 0.4197 | 0.7667 | 0.8756 |
302
- | 0.3271 | 20.08 | 502 | 0.7585 | 0.4760 | 0.7585 | 0.8709 |
303
- | 0.3271 | 20.16 | 504 | 0.7484 | 0.5633 | 0.7484 | 0.8651 |
304
- | 0.3271 | 20.24 | 506 | 0.7683 | 0.5451 | 0.7683 | 0.8766 |
305
- | 0.3271 | 20.32 | 508 | 0.8126 | 0.5592 | 0.8126 | 0.9014 |
306
- | 0.3271 | 20.4 | 510 | 0.8828 | 0.5488 | 0.8828 | 0.9396 |
307
- | 0.3271 | 20.48 | 512 | 0.8137 | 0.5552 | 0.8137 | 0.9021 |
308
- | 0.3271 | 20.56 | 514 | 0.7636 | 0.5355 | 0.7636 | 0.8739 |
309
- | 0.3271 | 20.64 | 516 | 0.7588 | 0.5470 | 0.7588 | 0.8711 |
310
- | 0.3271 | 20.72 | 518 | 0.7732 | 0.5115 | 0.7732 | 0.8793 |
311
- | 0.3271 | 20.8 | 520 | 0.7941 | 0.4817 | 0.7941 | 0.8911 |
312
- | 0.3271 | 20.88 | 522 | 0.7712 | 0.5072 | 0.7712 | 0.8782 |
313
- | 0.3271 | 20.96 | 524 | 0.7669 | 0.5732 | 0.7669 | 0.8757 |
314
- | 0.3271 | 21.04 | 526 | 0.7982 | 0.5708 | 0.7982 | 0.8934 |
315
- | 0.3271 | 21.12 | 528 | 0.8248 | 0.5446 | 0.8248 | 0.9082 |
316
- | 0.3271 | 21.2 | 530 | 0.8116 | 0.5046 | 0.8116 | 0.9009 |
317
- | 0.3271 | 21.28 | 532 | 0.7980 | 0.4401 | 0.7980 | 0.8933 |
318
- | 0.3271 | 21.36 | 534 | 0.7965 | 0.4157 | 0.7965 | 0.8925 |
319
- | 0.3271 | 21.44 | 536 | 0.8047 | 0.3814 | 0.8047 | 0.8970 |
320
- | 0.3271 | 21.52 | 538 | 0.8217 | 0.3814 | 0.8217 | 0.9065 |
321
- | 0.3271 | 21.6 | 540 | 0.7992 | 0.4115 | 0.7992 | 0.8940 |
322
- | 0.3271 | 21.68 | 542 | 0.7858 | 0.4606 | 0.7858 | 0.8865 |
323
- | 0.3271 | 21.76 | 544 | 0.7815 | 0.5497 | 0.7815 | 0.8840 |
324
- | 0.3271 | 21.84 | 546 | 0.7890 | 0.5098 | 0.7890 | 0.8883 |
325
- | 0.3271 | 21.92 | 548 | 0.7970 | 0.4774 | 0.7970 | 0.8927 |
326
- | 0.3271 | 22.0 | 550 | 0.7924 | 0.4944 | 0.7924 | 0.8902 |
327
- | 0.3271 | 22.08 | 552 | 0.7977 | 0.4774 | 0.7977 | 0.8931 |
328
- | 0.3271 | 22.16 | 554 | 0.7882 | 0.4774 | 0.7882 | 0.8878 |
329
- | 0.3271 | 22.24 | 556 | 0.7826 | 0.5098 | 0.7826 | 0.8846 |
330
- | 0.3271 | 22.32 | 558 | 0.7826 | 0.5291 | 0.7826 | 0.8846 |
331
- | 0.3271 | 22.4 | 560 | 0.7608 | 0.5477 | 0.7608 | 0.8722 |
332
- | 0.3271 | 22.48 | 562 | 0.7454 | 0.6016 | 0.7454 | 0.8633 |
333
- | 0.3271 | 22.56 | 564 | 0.7412 | 0.6016 | 0.7412 | 0.8610 |
334
- | 0.3271 | 22.64 | 566 | 0.7496 | 0.5283 | 0.7496 | 0.8658 |
335
- | 0.3271 | 22.72 | 568 | 0.7728 | 0.5098 | 0.7728 | 0.8791 |
336
- | 0.3271 | 22.8 | 570 | 0.7514 | 0.5098 | 0.7514 | 0.8669 |
337
- | 0.3271 | 22.88 | 572 | 0.7423 | 0.5098 | 0.7423 | 0.8616 |
338
- | 0.3271 | 22.96 | 574 | 0.7446 | 0.5592 | 0.7446 | 0.8629 |
339
- | 0.3271 | 23.04 | 576 | 0.7618 | 0.5069 | 0.7618 | 0.8728 |
340
- | 0.3271 | 23.12 | 578 | 0.7836 | 0.4364 | 0.7836 | 0.8852 |
341
- | 0.3271 | 23.2 | 580 | 0.8015 | 0.4529 | 0.8015 | 0.8953 |
342
- | 0.3271 | 23.28 | 582 | 0.8511 | 0.4861 | 0.8511 | 0.9226 |
343
- | 0.3271 | 23.36 | 584 | 0.9157 | 0.4989 | 0.9157 | 0.9569 |
344
- | 0.3271 | 23.44 | 586 | 1.0714 | 0.4416 | 1.0714 | 1.0351 |
345
- | 0.3271 | 23.52 | 588 | 1.2471 | 0.3894 | 1.2471 | 1.1168 |
346
- | 0.3271 | 23.6 | 590 | 1.2620 | 0.4152 | 1.2620 | 1.1234 |
347
- | 0.3271 | 23.68 | 592 | 1.1076 | 0.4071 | 1.1076 | 1.0524 |
348
- | 0.3271 | 23.76 | 594 | 0.9723 | 0.4974 | 0.9723 | 0.9861 |
349
- | 0.3271 | 23.84 | 596 | 0.8705 | 0.5174 | 0.8705 | 0.9330 |
350
- | 0.3271 | 23.92 | 598 | 0.8033 | 0.5022 | 0.8033 | 0.8963 |
351
- | 0.3271 | 24.0 | 600 | 0.7812 | 0.4507 | 0.7812 | 0.8839 |
352
- | 0.3271 | 24.08 | 602 | 0.7835 | 0.4094 | 0.7835 | 0.8851 |
353
- | 0.3271 | 24.16 | 604 | 0.7933 | 0.4054 | 0.7933 | 0.8907 |
354
- | 0.3271 | 24.24 | 606 | 0.8074 | 0.4261 | 0.8074 | 0.8985 |
355
- | 0.3271 | 24.32 | 608 | 0.8333 | 0.3859 | 0.8333 | 0.9129 |
356
- | 0.3271 | 24.4 | 610 | 0.8687 | 0.4379 | 0.8687 | 0.9320 |
357
- | 0.3271 | 24.48 | 612 | 0.8907 | 0.5039 | 0.8907 | 0.9438 |
358
- | 0.3271 | 24.56 | 614 | 0.8844 | 0.5054 | 0.8844 | 0.9404 |
359
- | 0.3271 | 24.64 | 616 | 0.8611 | 0.4752 | 0.8611 | 0.9279 |
360
- | 0.3271 | 24.72 | 618 | 0.8382 | 0.4993 | 0.8382 | 0.9155 |
361
- | 0.3271 | 24.8 | 620 | 0.8638 | 0.4826 | 0.8638 | 0.9294 |
362
- | 0.3271 | 24.88 | 622 | 0.8922 | 0.3933 | 0.8922 | 0.9446 |
363
- | 0.3271 | 24.96 | 624 | 0.8925 | 0.3970 | 0.8925 | 0.9447 |
364
- | 0.3271 | 25.04 | 626 | 0.8714 | 0.4115 | 0.8714 | 0.9335 |
365
- | 0.3271 | 25.12 | 628 | 0.8615 | 0.4444 | 0.8615 | 0.9281 |
366
- | 0.3271 | 25.2 | 630 | 0.8543 | 0.4439 | 0.8543 | 0.9243 |
367
- | 0.3271 | 25.28 | 632 | 0.8296 | 0.4157 | 0.8296 | 0.9108 |
368
- | 0.3271 | 25.36 | 634 | 0.8089 | 0.5578 | 0.8089 | 0.8994 |
369
- | 0.3271 | 25.44 | 636 | 0.8338 | 0.4700 | 0.8338 | 0.9131 |
370
- | 0.3271 | 25.52 | 638 | 0.8532 | 0.4775 | 0.8532 | 0.9237 |
371
- | 0.3271 | 25.6 | 640 | 0.8204 | 0.5062 | 0.8204 | 0.9058 |
372
- | 0.3271 | 25.68 | 642 | 0.7901 | 0.5578 | 0.7901 | 0.8889 |
373
- | 0.3271 | 25.76 | 644 | 0.8075 | 0.5006 | 0.8075 | 0.8986 |
374
- | 0.3271 | 25.84 | 646 | 0.8721 | 0.5068 | 0.8721 | 0.9339 |
375
- | 0.3271 | 25.92 | 648 | 0.8722 | 0.5068 | 0.8722 | 0.9339 |
376
- | 0.3271 | 26.0 | 650 | 0.8261 | 0.4657 | 0.8261 | 0.9089 |
377
- | 0.3271 | 26.08 | 652 | 0.8194 | 0.4993 | 0.8194 | 0.9052 |
378
- | 0.3271 | 26.16 | 654 | 0.8476 | 0.5305 | 0.8476 | 0.9207 |
379
- | 0.3271 | 26.24 | 656 | 0.8548 | 0.5305 | 0.8548 | 0.9246 |
380
- | 0.3271 | 26.32 | 658 | 0.8181 | 0.5305 | 0.8181 | 0.9045 |
381
- | 0.3271 | 26.4 | 660 | 0.7893 | 0.5634 | 0.7893 | 0.8885 |
382
- | 0.3271 | 26.48 | 662 | 0.7903 | 0.5132 | 0.7903 | 0.8890 |
383
- | 0.3271 | 26.56 | 664 | 0.7965 | 0.5039 | 0.7965 | 0.8925 |
384
- | 0.3271 | 26.64 | 666 | 0.8161 | 0.4915 | 0.8161 | 0.9034 |
385
- | 0.3271 | 26.72 | 668 | 0.7923 | 0.4815 | 0.7923 | 0.8901 |
386
- | 0.3271 | 26.8 | 670 | 0.7519 | 0.5826 | 0.7519 | 0.8671 |
387
- | 0.3271 | 26.88 | 672 | 0.7485 | 0.5923 | 0.7485 | 0.8652 |
388
- | 0.3271 | 26.96 | 674 | 0.7677 | 0.5705 | 0.7677 | 0.8762 |
389
- | 0.3271 | 27.04 | 676 | 0.8106 | 0.5550 | 0.8106 | 0.9003 |
390
- | 0.3271 | 27.12 | 678 | 0.8136 | 0.5905 | 0.8136 | 0.9020 |
391
- | 0.3271 | 27.2 | 680 | 0.7955 | 0.5438 | 0.7955 | 0.8919 |
392
- | 0.3271 | 27.28 | 682 | 0.7919 | 0.5236 | 0.7919 | 0.8899 |
393
- | 0.3271 | 27.36 | 684 | 0.7910 | 0.5467 | 0.7910 | 0.8894 |
394
- | 0.3271 | 27.44 | 686 | 0.8039 | 0.4549 | 0.8039 | 0.8966 |
395
- | 0.3271 | 27.52 | 688 | 0.8877 | 0.4494 | 0.8877 | 0.9422 |
396
- | 0.3271 | 27.6 | 690 | 0.9668 | 0.4269 | 0.9668 | 0.9832 |
397
- | 0.3271 | 27.68 | 692 | 0.9357 | 0.4323 | 0.9357 | 0.9673 |
398
- | 0.3271 | 27.76 | 694 | 0.8969 | 0.4318 | 0.8969 | 0.9471 |
399
- | 0.3271 | 27.84 | 696 | 0.9028 | 0.4318 | 0.9028 | 0.9502 |
400
- | 0.3271 | 27.92 | 698 | 0.9113 | 0.4318 | 0.9113 | 0.9546 |
401
- | 0.3271 | 28.0 | 700 | 0.9156 | 0.4318 | 0.9156 | 0.9569 |
402
- | 0.3271 | 28.08 | 702 | 0.8968 | 0.4415 | 0.8968 | 0.9470 |
403
- | 0.3271 | 28.16 | 704 | 0.8564 | 0.4893 | 0.8564 | 0.9254 |
404
- | 0.3271 | 28.24 | 706 | 0.7949 | 0.4606 | 0.7949 | 0.8916 |
405
- | 0.3271 | 28.32 | 708 | 0.7642 | 0.5327 | 0.7642 | 0.8742 |
406
- | 0.3271 | 28.4 | 710 | 0.7709 | 0.5778 | 0.7709 | 0.8780 |
407
- | 0.3271 | 28.48 | 712 | 0.7735 | 0.5846 | 0.7735 | 0.8795 |
408
- | 0.3271 | 28.56 | 714 | 0.7558 | 0.5650 | 0.7558 | 0.8693 |
409
- | 0.3271 | 28.64 | 716 | 0.7297 | 0.6046 | 0.7297 | 0.8542 |
410
- | 0.3271 | 28.72 | 718 | 0.7477 | 0.4828 | 0.7477 | 0.8647 |
411
- | 0.3271 | 28.8 | 720 | 0.7686 | 0.4606 | 0.7686 | 0.8767 |
412
- | 0.3271 | 28.88 | 722 | 0.7818 | 0.4861 | 0.7818 | 0.8842 |
413
- | 0.3271 | 28.96 | 724 | 0.7836 | 0.4337 | 0.7836 | 0.8852 |
414
- | 0.3271 | 29.04 | 726 | 0.7858 | 0.4337 | 0.7858 | 0.8864 |
415
- | 0.3271 | 29.12 | 728 | 0.7997 | 0.4880 | 0.7997 | 0.8943 |
416
- | 0.3271 | 29.2 | 730 | 0.7939 | 0.5007 | 0.7939 | 0.8910 |
417
- | 0.3271 | 29.28 | 732 | 0.7677 | 0.5311 | 0.7677 | 0.8762 |
418
- | 0.3271 | 29.36 | 734 | 0.7357 | 0.6256 | 0.7357 | 0.8577 |
419
- | 0.3271 | 29.44 | 736 | 0.7330 | 0.6256 | 0.7330 | 0.8562 |
420
- | 0.3271 | 29.52 | 738 | 0.7481 | 0.6241 | 0.7481 | 0.8650 |
421
- | 0.3271 | 29.6 | 740 | 0.7674 | 0.5497 | 0.7674 | 0.8760 |
422
- | 0.3271 | 29.68 | 742 | 0.7985 | 0.4861 | 0.7985 | 0.8936 |
423
- | 0.3271 | 29.76 | 744 | 0.8136 | 0.4054 | 0.8136 | 0.9020 |
424
- | 0.3271 | 29.84 | 746 | 0.8161 | 0.3660 | 0.8161 | 0.9034 |
425
- | 0.3271 | 29.92 | 748 | 0.8048 | 0.4012 | 0.8048 | 0.8971 |
426
- | 0.3271 | 30.0 | 750 | 0.7913 | 0.3771 | 0.7913 | 0.8896 |
427
- | 0.3271 | 30.08 | 752 | 0.7832 | 0.4696 | 0.7832 | 0.8850 |
428
- | 0.3271 | 30.16 | 754 | 0.7916 | 0.4828 | 0.7916 | 0.8897 |
429
- | 0.3271 | 30.24 | 756 | 0.7966 | 0.5072 | 0.7966 | 0.8925 |
430
- | 0.3271 | 30.32 | 758 | 0.8025 | 0.5219 | 0.8025 | 0.8958 |
431
- | 0.3271 | 30.4 | 760 | 0.8183 | 0.5339 | 0.8183 | 0.9046 |
432
- | 0.3271 | 30.48 | 762 | 0.8277 | 0.5339 | 0.8277 | 0.9098 |
433
- | 0.3271 | 30.56 | 764 | 0.8872 | 0.5394 | 0.8872 | 0.9419 |
434
- | 0.3271 | 30.64 | 766 | 1.0119 | 0.5057 | 1.0119 | 1.0059 |
435
- | 0.3271 | 30.72 | 768 | 1.0375 | 0.4898 | 1.0375 | 1.0186 |
436
- | 0.3271 | 30.8 | 770 | 0.9807 | 0.5032 | 0.9807 | 0.9903 |
437
- | 0.3271 | 30.88 | 772 | 0.8580 | 0.5267 | 0.8580 | 0.9263 |
438
- | 0.3271 | 30.96 | 774 | 0.7791 | 0.5041 | 0.7791 | 0.8827 |
439
- | 0.3271 | 31.04 | 776 | 0.7691 | 0.4526 | 0.7691 | 0.8770 |
440
- | 0.3271 | 31.12 | 778 | 0.7941 | 0.5446 | 0.7941 | 0.8911 |
441
- | 0.3271 | 31.2 | 780 | 0.8038 | 0.4769 | 0.8038 | 0.8965 |
442
- | 0.3271 | 31.28 | 782 | 0.7907 | 0.4180 | 0.7907 | 0.8892 |
443
- | 0.3271 | 31.36 | 784 | 0.7973 | 0.4772 | 0.7973 | 0.8929 |
444
- | 0.3271 | 31.44 | 786 | 0.8234 | 0.4657 | 0.8234 | 0.9074 |
445
- | 0.3271 | 31.52 | 788 | 0.8496 | 0.4690 | 0.8496 | 0.9217 |
446
- | 0.3271 | 31.6 | 790 | 0.8536 | 0.4690 | 0.8536 | 0.9239 |
447
- | 0.3271 | 31.68 | 792 | 0.8281 | 0.4404 | 0.8281 | 0.9100 |
448
- | 0.3271 | 31.76 | 794 | 0.8007 | 0.4794 | 0.8007 | 0.8948 |
449
- | 0.3271 | 31.84 | 796 | 0.7804 | 0.4397 | 0.7804 | 0.8834 |
450
- | 0.3271 | 31.92 | 798 | 0.7635 | 0.4626 | 0.7635 | 0.8738 |
451
- | 0.3271 | 32.0 | 800 | 0.7685 | 0.4590 | 0.7685 | 0.8767 |
452
- | 0.3271 | 32.08 | 802 | 0.8027 | 0.5458 | 0.8027 | 0.8960 |
453
- | 0.3271 | 32.16 | 804 | 0.8116 | 0.5238 | 0.8116 | 0.9009 |
454
- | 0.3271 | 32.24 | 806 | 0.7802 | 0.5229 | 0.7802 | 0.8833 |
455
- | 0.3271 | 32.32 | 808 | 0.7795 | 0.5229 | 0.7795 | 0.8829 |
456
- | 0.3271 | 32.4 | 810 | 0.7808 | 0.5238 | 0.7808 | 0.8836 |
457
- | 0.3271 | 32.48 | 812 | 0.8017 | 0.5458 | 0.8017 | 0.8954 |
458
- | 0.3271 | 32.56 | 814 | 0.7903 | 0.4991 | 0.7903 | 0.8890 |
459
- | 0.3271 | 32.64 | 816 | 0.7690 | 0.4749 | 0.7690 | 0.8769 |
460
- | 0.3271 | 32.72 | 818 | 0.7759 | 0.5283 | 0.7759 | 0.8808 |
461
- | 0.3271 | 32.8 | 820 | 0.7910 | 0.4847 | 0.7910 | 0.8894 |
462
- | 0.3271 | 32.88 | 822 | 0.8022 | 0.3914 | 0.8022 | 0.8956 |
463
- | 0.3271 | 32.96 | 824 | 0.8140 | 0.3814 | 0.8140 | 0.9022 |
464
- | 0.3271 | 33.04 | 826 | 0.8196 | 0.3848 | 0.8196 | 0.9053 |
465
- | 0.3271 | 33.12 | 828 | 0.8111 | 0.4096 | 0.8111 | 0.9006 |
466
- | 0.3271 | 33.2 | 830 | 0.7899 | 0.4234 | 0.7899 | 0.8888 |
467
- | 0.3271 | 33.28 | 832 | 0.7721 | 0.4460 | 0.7721 | 0.8787 |
468
- | 0.3271 | 33.36 | 834 | 0.7714 | 0.4640 | 0.7714 | 0.8783 |
469
- | 0.3271 | 33.44 | 836 | 0.7750 | 0.5098 | 0.7750 | 0.8803 |
470
- | 0.3271 | 33.52 | 838 | 0.7816 | 0.5098 | 0.7816 | 0.8841 |
471
- | 0.3271 | 33.6 | 840 | 0.7987 | 0.5098 | 0.7987 | 0.8937 |
472
- | 0.3271 | 33.68 | 842 | 0.7964 | 0.4640 | 0.7964 | 0.8924 |
473
- | 0.3271 | 33.76 | 844 | 0.8024 | 0.3771 | 0.8024 | 0.8958 |
474
- | 0.3271 | 33.84 | 846 | 0.8238 | 0.3513 | 0.8238 | 0.9076 |
475
- | 0.3271 | 33.92 | 848 | 0.8389 | 0.3513 | 0.8389 | 0.9159 |
476
- | 0.3271 | 34.0 | 850 | 0.8445 | 0.3513 | 0.8445 | 0.9189 |
477
- | 0.3271 | 34.08 | 852 | 0.8449 | 0.3558 | 0.8449 | 0.9192 |
478
 
479
 
480
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_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: 0.9880
19
+ - Qwk: 0.2537
20
+ - Mse: 0.9880
21
+ - Rmse: 0.9940
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 4.6820 | 0.0010 | 4.6820 | 2.1638 |
53
+ | No log | 0.1379 | 4 | 2.5951 | -0.0180 | 2.5951 | 1.6109 |
54
+ | No log | 0.2069 | 6 | 2.3113 | -0.0464 | 2.3113 | 1.5203 |
55
+ | No log | 0.2759 | 8 | 1.6645 | 0.0596 | 1.6645 | 1.2902 |
56
+ | No log | 0.3448 | 10 | 1.2841 | 0.1590 | 1.2841 | 1.1332 |
57
+ | No log | 0.4138 | 12 | 1.1527 | 0.1314 | 1.1527 | 1.0736 |
58
+ | No log | 0.4828 | 14 | 1.1740 | 0.2574 | 1.1740 | 1.0835 |
59
+ | No log | 0.5517 | 16 | 1.1823 | 0.1772 | 1.1823 | 1.0873 |
60
+ | No log | 0.6207 | 18 | 1.2576 | 0.1658 | 1.2576 | 1.1214 |
61
+ | No log | 0.6897 | 20 | 1.3060 | 0.1530 | 1.3060 | 1.1428 |
62
+ | No log | 0.7586 | 22 | 1.2727 | 0.1904 | 1.2727 | 1.1282 |
63
+ | No log | 0.8276 | 24 | 1.2547 | 0.2203 | 1.2547 | 1.1201 |
64
+ | No log | 0.8966 | 26 | 1.2026 | 0.2439 | 1.2026 | 1.0966 |
65
+ | No log | 0.9655 | 28 | 1.1670 | 0.2636 | 1.1670 | 1.0803 |
66
+ | No log | 1.0345 | 30 | 1.1820 | 0.2636 | 1.1820 | 1.0872 |
67
+ | No log | 1.1034 | 32 | 1.2030 | 0.2786 | 1.2030 | 1.0968 |
68
+ | No log | 1.1724 | 34 | 1.2126 | 0.2786 | 1.2126 | 1.1012 |
69
+ | No log | 1.2414 | 36 | 1.3557 | 0.0955 | 1.3557 | 1.1643 |
70
+ | No log | 1.3103 | 38 | 1.5500 | 0.0608 | 1.5500 | 1.2450 |
71
+ | No log | 1.3793 | 40 | 1.5791 | 0.1224 | 1.5791 | 1.2566 |
72
+ | No log | 1.4483 | 42 | 1.4751 | 0.2321 | 1.4751 | 1.2146 |
73
+ | No log | 1.5172 | 44 | 1.5868 | 0.2508 | 1.5868 | 1.2597 |
74
+ | No log | 1.5862 | 46 | 1.5038 | 0.2025 | 1.5038 | 1.2263 |
75
+ | No log | 1.6552 | 48 | 1.2800 | 0.1904 | 1.2800 | 1.1314 |
76
+ | No log | 1.7241 | 50 | 1.1408 | 0.2333 | 1.1408 | 1.0681 |
77
+ | No log | 1.7931 | 52 | 1.1071 | 0.2424 | 1.1071 | 1.0522 |
78
+ | No log | 1.8621 | 54 | 1.1702 | 0.2935 | 1.1702 | 1.0818 |
79
+ | No log | 1.9310 | 56 | 1.1534 | 0.3083 | 1.1534 | 1.0740 |
80
+ | No log | 2.0 | 58 | 1.0691 | 0.3570 | 1.0691 | 1.0340 |
81
+ | No log | 2.0690 | 60 | 1.1644 | 0.1845 | 1.1644 | 1.0791 |
82
+ | No log | 2.1379 | 62 | 1.3211 | -0.0212 | 1.3211 | 1.1494 |
83
+ | No log | 2.2069 | 64 | 1.2991 | 0.1675 | 1.2991 | 1.1398 |
84
+ | No log | 2.2759 | 66 | 1.0725 | 0.2278 | 1.0725 | 1.0356 |
85
+ | No log | 2.3448 | 68 | 1.1991 | 0.1601 | 1.1991 | 1.0950 |
86
+ | No log | 2.4138 | 70 | 1.3598 | 0.0700 | 1.3598 | 1.1661 |
87
+ | No log | 2.4828 | 72 | 1.2891 | 0.1601 | 1.2891 | 1.1354 |
88
+ | No log | 2.5517 | 74 | 1.2646 | 0.2734 | 1.2646 | 1.1245 |
89
+ | No log | 2.6207 | 76 | 1.1750 | 0.1943 | 1.1750 | 1.0840 |
90
+ | No log | 2.6897 | 78 | 1.2788 | 0.1696 | 1.2788 | 1.1308 |
91
+ | No log | 2.7586 | 80 | 1.4952 | 0.1832 | 1.4952 | 1.2228 |
92
+ | No log | 2.8276 | 82 | 1.3929 | 0.2295 | 1.3929 | 1.1802 |
93
+ | No log | 2.8966 | 84 | 1.1857 | 0.2476 | 1.1857 | 1.0889 |
94
+ | No log | 2.9655 | 86 | 1.2252 | 0.2467 | 1.2252 | 1.1069 |
95
+ | No log | 3.0345 | 88 | 1.2631 | 0.2049 | 1.2631 | 1.1239 |
96
+ | No log | 3.1034 | 90 | 1.2897 | 0.2382 | 1.2897 | 1.1357 |
97
+ | No log | 3.1724 | 92 | 1.2080 | 0.2100 | 1.2080 | 1.0991 |
98
+ | No log | 3.2414 | 94 | 1.0665 | 0.2567 | 1.0665 | 1.0327 |
99
+ | No log | 3.3103 | 96 | 1.0416 | 0.2794 | 1.0416 | 1.0206 |
100
+ | No log | 3.3793 | 98 | 1.0644 | 0.2988 | 1.0644 | 1.0317 |
101
+ | No log | 3.4483 | 100 | 1.2229 | 0.2100 | 1.2229 | 1.1059 |
102
+ | No log | 3.5172 | 102 | 1.3058 | 0.1796 | 1.3058 | 1.1427 |
103
+ | No log | 3.5862 | 104 | 1.1629 | 0.2816 | 1.1629 | 1.0784 |
104
+ | No log | 3.6552 | 106 | 1.0265 | 0.3552 | 1.0265 | 1.0132 |
105
+ | No log | 3.7241 | 108 | 1.1033 | 0.4111 | 1.1033 | 1.0504 |
106
+ | No log | 3.7931 | 110 | 1.1365 | 0.3674 | 1.1365 | 1.0661 |
107
+ | No log | 3.8621 | 112 | 1.0767 | 0.4377 | 1.0767 | 1.0376 |
108
+ | No log | 3.9310 | 114 | 1.0521 | 0.3108 | 1.0521 | 1.0257 |
109
+ | No log | 4.0 | 116 | 1.1351 | 0.3056 | 1.1351 | 1.0654 |
110
+ | No log | 4.0690 | 118 | 1.1455 | 0.3100 | 1.1455 | 1.0703 |
111
+ | No log | 4.1379 | 120 | 1.0860 | 0.3100 | 1.0860 | 1.0421 |
112
+ | No log | 4.2069 | 122 | 0.9601 | 0.4635 | 0.9601 | 0.9798 |
113
+ | No log | 4.2759 | 124 | 0.9631 | 0.3578 | 0.9631 | 0.9814 |
114
+ | No log | 4.3448 | 126 | 1.0059 | 0.4105 | 1.0059 | 1.0030 |
115
+ | No log | 4.4138 | 128 | 1.0132 | 0.4242 | 1.0132 | 1.0066 |
116
+ | No log | 4.4828 | 130 | 0.9974 | 0.3796 | 0.9974 | 0.9987 |
117
+ | No log | 4.5517 | 132 | 1.0217 | 0.2505 | 1.0217 | 1.0108 |
118
+ | No log | 4.6207 | 134 | 1.0193 | 0.3082 | 1.0193 | 1.0096 |
119
+ | No log | 4.6897 | 136 | 1.0651 | 0.3255 | 1.0651 | 1.0321 |
120
+ | No log | 4.7586 | 138 | 1.0518 | 0.3255 | 1.0518 | 1.0256 |
121
+ | No log | 4.8276 | 140 | 0.9695 | 0.375 | 0.9695 | 0.9846 |
122
+ | No log | 4.8966 | 142 | 0.9327 | 0.3842 | 0.9327 | 0.9658 |
123
+ | No log | 4.9655 | 144 | 0.9201 | 0.3842 | 0.9201 | 0.9592 |
124
+ | No log | 5.0345 | 146 | 0.9138 | 0.4212 | 0.9138 | 0.9559 |
125
+ | No log | 5.1034 | 148 | 1.0032 | 0.3881 | 1.0032 | 1.0016 |
126
+ | No log | 5.1724 | 150 | 0.9948 | 0.4153 | 0.9948 | 0.9974 |
127
+ | No log | 5.2414 | 152 | 0.9120 | 0.3502 | 0.9120 | 0.9550 |
128
+ | No log | 5.3103 | 154 | 0.9131 | 0.3091 | 0.9131 | 0.9556 |
129
+ | No log | 5.3793 | 156 | 0.9473 | 0.2579 | 0.9473 | 0.9733 |
130
+ | No log | 5.4483 | 158 | 1.0079 | 0.2180 | 1.0079 | 1.0040 |
131
+ | No log | 5.5172 | 160 | 1.1030 | 0.2768 | 1.1030 | 1.0502 |
132
+ | No log | 5.5862 | 162 | 1.3025 | 0.2899 | 1.3025 | 1.1413 |
133
+ | No log | 5.6552 | 164 | 1.3167 | 0.2833 | 1.3167 | 1.1475 |
134
+ | No log | 5.7241 | 166 | 1.3075 | 0.2773 | 1.3075 | 1.1435 |
135
+ | No log | 5.7931 | 168 | 1.5196 | 0.2346 | 1.5196 | 1.2327 |
136
+ | No log | 5.8621 | 170 | 1.4991 | 0.1563 | 1.4991 | 1.2244 |
137
+ | No log | 5.9310 | 172 | 1.2250 | 0.1540 | 1.2250 | 1.1068 |
138
+ | No log | 6.0 | 174 | 1.0416 | 0.2446 | 1.0416 | 1.0206 |
139
+ | No log | 6.0690 | 176 | 0.9262 | 0.3036 | 0.9262 | 0.9624 |
140
+ | No log | 6.1379 | 178 | 0.8882 | 0.3678 | 0.8882 | 0.9425 |
141
+ | No log | 6.2069 | 180 | 0.8686 | 0.5027 | 0.8686 | 0.9320 |
142
+ | No log | 6.2759 | 182 | 0.9160 | 0.5841 | 0.9160 | 0.9571 |
143
+ | No log | 6.3448 | 184 | 0.9210 | 0.5125 | 0.9210 | 0.9597 |
144
+ | No log | 6.4138 | 186 | 0.9753 | 0.3249 | 0.9753 | 0.9876 |
145
+ | No log | 6.4828 | 188 | 1.0042 | 0.3776 | 1.0042 | 1.0021 |
146
+ | No log | 6.5517 | 190 | 0.9895 | 0.3249 | 0.9895 | 0.9947 |
147
+ | No log | 6.6207 | 192 | 0.9357 | 0.3250 | 0.9357 | 0.9673 |
148
+ | No log | 6.6897 | 194 | 0.9140 | 0.4356 | 0.9140 | 0.9560 |
149
+ | No log | 6.7586 | 196 | 0.9245 | 0.4912 | 0.9245 | 0.9615 |
150
+ | No log | 6.8276 | 198 | 0.9520 | 0.5192 | 0.9520 | 0.9757 |
151
+ | No log | 6.8966 | 200 | 0.9682 | 0.5346 | 0.9682 | 0.9840 |
152
+ | No log | 6.9655 | 202 | 0.9466 | 0.5192 | 0.9466 | 0.9729 |
153
+ | No log | 7.0345 | 204 | 0.9234 | 0.5322 | 0.9234 | 0.9609 |
154
+ | No log | 7.1034 | 206 | 0.9455 | 0.5012 | 0.9455 | 0.9724 |
155
+ | No log | 7.1724 | 208 | 0.9635 | 0.5012 | 0.9635 | 0.9816 |
156
+ | No log | 7.2414 | 210 | 0.9491 | 0.4945 | 0.9491 | 0.9742 |
157
+ | No log | 7.3103 | 212 | 0.9753 | 0.4945 | 0.9753 | 0.9876 |
158
+ | No log | 7.3793 | 214 | 0.9812 | 0.4617 | 0.9812 | 0.9906 |
159
+ | No log | 7.4483 | 216 | 1.0005 | 0.3126 | 1.0005 | 1.0002 |
160
+ | No log | 7.5172 | 218 | 1.0124 | 0.3775 | 1.0124 | 1.0062 |
161
+ | No log | 7.5862 | 220 | 0.9489 | 0.4007 | 0.9489 | 0.9741 |
162
+ | No log | 7.6552 | 222 | 0.9341 | 0.4912 | 0.9341 | 0.9665 |
163
+ | No log | 7.7241 | 224 | 0.9335 | 0.5012 | 0.9335 | 0.9662 |
164
+ | No log | 7.7931 | 226 | 0.9696 | 0.5030 | 0.9696 | 0.9847 |
165
+ | No log | 7.8621 | 228 | 0.9809 | 0.5492 | 0.9809 | 0.9904 |
166
+ | No log | 7.9310 | 230 | 0.9456 | 0.4893 | 0.9456 | 0.9724 |
167
+ | No log | 8.0 | 232 | 0.9181 | 0.3283 | 0.9181 | 0.9582 |
168
+ | No log | 8.0690 | 234 | 0.9258 | 0.3062 | 0.9258 | 0.9622 |
169
+ | No log | 8.1379 | 236 | 0.9127 | 0.3184 | 0.9127 | 0.9554 |
170
+ | No log | 8.2069 | 238 | 0.9253 | 0.4119 | 0.9253 | 0.9619 |
171
+ | No log | 8.2759 | 240 | 0.9718 | 0.4912 | 0.9718 | 0.9858 |
172
+ | No log | 8.3448 | 242 | 1.0020 | 0.4912 | 1.0020 | 1.0010 |
173
+ | No log | 8.4138 | 244 | 1.0460 | 0.2892 | 1.0460 | 1.0228 |
174
+ | No log | 8.4828 | 246 | 1.0238 | 0.3328 | 1.0238 | 1.0119 |
175
+ | No log | 8.5517 | 248 | 1.0188 | 0.3036 | 1.0188 | 1.0094 |
176
+ | No log | 8.6207 | 250 | 0.9718 | 0.3184 | 0.9718 | 0.9858 |
177
+ | No log | 8.6897 | 252 | 0.9672 | 0.5012 | 0.9672 | 0.9835 |
178
+ | No log | 8.7586 | 254 | 1.0003 | 0.5324 | 1.0003 | 1.0001 |
179
+ | No log | 8.8276 | 256 | 0.9736 | 0.5154 | 0.9736 | 0.9867 |
180
+ | No log | 8.8966 | 258 | 0.9332 | 0.3627 | 0.9332 | 0.9660 |
181
+ | No log | 8.9655 | 260 | 0.9361 | 0.3627 | 0.9361 | 0.9675 |
182
+ | No log | 9.0345 | 262 | 0.9466 | 0.3728 | 0.9466 | 0.9729 |
183
+ | No log | 9.1034 | 264 | 0.9626 | 0.3933 | 0.9626 | 0.9811 |
184
+ | No log | 9.1724 | 266 | 0.9673 | 0.3830 | 0.9673 | 0.9835 |
185
+ | No log | 9.2414 | 268 | 0.9558 | 0.3216 | 0.9558 | 0.9777 |
186
+ | No log | 9.3103 | 270 | 0.9797 | 0.2864 | 0.9797 | 0.9898 |
187
+ | No log | 9.3793 | 272 | 1.0260 | 0.3193 | 1.0260 | 1.0129 |
188
+ | No log | 9.4483 | 274 | 0.9758 | 0.3480 | 0.9758 | 0.9878 |
189
+ | No log | 9.5172 | 276 | 0.8661 | 0.4944 | 0.8661 | 0.9307 |
190
+ | No log | 9.5862 | 278 | 0.8294 | 0.5578 | 0.8294 | 0.9107 |
191
+ | No log | 9.6552 | 280 | 0.8751 | 0.5748 | 0.8751 | 0.9355 |
192
+ | No log | 9.7241 | 282 | 0.8601 | 0.5678 | 0.8601 | 0.9274 |
193
+ | No log | 9.7931 | 284 | 0.8715 | 0.5163 | 0.8715 | 0.9335 |
194
+ | No log | 9.8621 | 286 | 0.9138 | 0.3873 | 0.9138 | 0.9559 |
195
+ | No log | 9.9310 | 288 | 0.9836 | 0.2276 | 0.9836 | 0.9918 |
196
+ | No log | 10.0 | 290 | 1.1092 | 0.2342 | 1.1092 | 1.0532 |
197
+ | No log | 10.0690 | 292 | 1.1188 | 0.2721 | 1.1188 | 1.0577 |
198
+ | No log | 10.1379 | 294 | 1.0051 | 0.3224 | 1.0051 | 1.0025 |
199
+ | No log | 10.2069 | 296 | 0.9138 | 0.4061 | 0.9138 | 0.9559 |
200
+ | No log | 10.2759 | 298 | 0.9139 | 0.5011 | 0.9139 | 0.9560 |
201
+ | No log | 10.3448 | 300 | 0.9264 | 0.3869 | 0.9264 | 0.9625 |
202
+ | No log | 10.4138 | 302 | 0.9870 | 0.3719 | 0.9870 | 0.9935 |
203
+ | No log | 10.4828 | 304 | 0.9662 | 0.3433 | 0.9662 | 0.9830 |
204
+ | No log | 10.5517 | 306 | 0.9500 | 0.3433 | 0.9500 | 0.9747 |
205
+ | No log | 10.6207 | 308 | 0.9654 | 0.3596 | 0.9654 | 0.9825 |
206
+ | No log | 10.6897 | 310 | 1.0131 | 0.3692 | 1.0131 | 1.0065 |
207
+ | No log | 10.7586 | 312 | 1.0616 | 0.2588 | 1.0616 | 1.0303 |
208
+ | No log | 10.8276 | 314 | 1.0262 | 0.3081 | 1.0262 | 1.0130 |
209
+ | No log | 10.8966 | 316 | 0.9778 | 0.3406 | 0.9778 | 0.9889 |
210
+ | No log | 10.9655 | 318 | 0.9679 | 0.3852 | 0.9679 | 0.9838 |
211
+ | No log | 11.0345 | 320 | 0.9753 | 0.3614 | 0.9753 | 0.9876 |
212
+ | No log | 11.1034 | 322 | 0.9126 | 0.3813 | 0.9126 | 0.9553 |
213
+ | No log | 11.1724 | 324 | 0.8928 | 0.5056 | 0.8928 | 0.9449 |
214
+ | No log | 11.2414 | 326 | 0.9223 | 0.4916 | 0.9223 | 0.9603 |
215
+ | No log | 11.3103 | 328 | 0.9247 | 0.5056 | 0.9247 | 0.9616 |
216
+ | No log | 11.3793 | 330 | 0.9364 | 0.4420 | 0.9364 | 0.9677 |
217
+ | No log | 11.4483 | 332 | 0.9590 | 0.4489 | 0.9590 | 0.9793 |
218
+ | No log | 11.5172 | 334 | 0.9423 | 0.4548 | 0.9423 | 0.9707 |
219
+ | No log | 11.5862 | 336 | 0.9361 | 0.4479 | 0.9361 | 0.9675 |
220
+ | No log | 11.6552 | 338 | 0.9453 | 0.4671 | 0.9453 | 0.9722 |
221
+ | No log | 11.7241 | 340 | 0.9504 | 0.4450 | 0.9504 | 0.9749 |
222
+ | No log | 11.7931 | 342 | 0.9482 | 0.3541 | 0.9482 | 0.9738 |
223
+ | No log | 11.8621 | 344 | 1.0032 | 0.3036 | 1.0032 | 1.0016 |
224
+ | No log | 11.9310 | 346 | 1.0216 | 0.2126 | 1.0216 | 1.0107 |
225
+ | No log | 12.0 | 348 | 1.0145 | 0.2843 | 1.0145 | 1.0072 |
226
+ | No log | 12.0690 | 350 | 1.0172 | 0.2966 | 1.0172 | 1.0086 |
227
+ | No log | 12.1379 | 352 | 0.9806 | 0.3607 | 0.9806 | 0.9903 |
228
+ | No log | 12.2069 | 354 | 0.9590 | 0.3514 | 0.9590 | 0.9793 |
229
+ | No log | 12.2759 | 356 | 0.9849 | 0.2521 | 0.9849 | 0.9924 |
230
+ | No log | 12.3448 | 358 | 1.0841 | 0.2191 | 1.0841 | 1.0412 |
231
+ | No log | 12.4138 | 360 | 1.0883 | 0.2243 | 1.0883 | 1.0432 |
232
+ | No log | 12.4828 | 362 | 1.0202 | 0.2233 | 1.0202 | 1.0101 |
233
+ | No log | 12.5517 | 364 | 0.9571 | 0.2914 | 0.9571 | 0.9783 |
234
+ | No log | 12.6207 | 366 | 0.9628 | 0.4413 | 0.9628 | 0.9812 |
235
+ | No log | 12.6897 | 368 | 0.9654 | 0.4865 | 0.9654 | 0.9826 |
236
+ | No log | 12.7586 | 370 | 0.9330 | 0.5203 | 0.9330 | 0.9659 |
237
+ | No log | 12.8276 | 372 | 0.9046 | 0.4352 | 0.9046 | 0.9511 |
238
+ | No log | 12.8966 | 374 | 0.8960 | 0.4159 | 0.8960 | 0.9466 |
239
+ | No log | 12.9655 | 376 | 0.8986 | 0.3965 | 0.8986 | 0.9479 |
240
+ | No log | 13.0345 | 378 | 0.9128 | 0.4514 | 0.9128 | 0.9554 |
241
+ | No log | 13.1034 | 380 | 0.9397 | 0.3836 | 0.9397 | 0.9694 |
242
+ | No log | 13.1724 | 382 | 0.9724 | 0.4160 | 0.9724 | 0.9861 |
243
+ | No log | 13.2414 | 384 | 0.9924 | 0.3286 | 0.9924 | 0.9962 |
244
+ | No log | 13.3103 | 386 | 1.0203 | 0.2824 | 1.0203 | 1.0101 |
245
+ | No log | 13.3793 | 388 | 1.0183 | 0.3262 | 1.0183 | 1.0091 |
246
+ | No log | 13.4483 | 390 | 0.9873 | 0.3213 | 0.9873 | 0.9937 |
247
+ | No log | 13.5172 | 392 | 0.9845 | 0.3480 | 0.9845 | 0.9922 |
248
+ | No log | 13.5862 | 394 | 0.9439 | 0.3614 | 0.9439 | 0.9716 |
249
+ | No log | 13.6552 | 396 | 0.8789 | 0.3472 | 0.8789 | 0.9375 |
250
+ | No log | 13.7241 | 398 | 0.8584 | 0.5649 | 0.8584 | 0.9265 |
251
+ | No log | 13.7931 | 400 | 0.8746 | 0.5622 | 0.8746 | 0.9352 |
252
+ | No log | 13.8621 | 402 | 0.8738 | 0.4671 | 0.8738 | 0.9347 |
253
+ | No log | 13.9310 | 404 | 0.9319 | 0.3036 | 0.9319 | 0.9653 |
254
+ | No log | 14.0 | 406 | 1.0422 | 0.2779 | 1.0422 | 1.0209 |
255
+ | No log | 14.0690 | 408 | 1.0895 | 0.2779 | 1.0895 | 1.0438 |
256
+ | No log | 14.1379 | 410 | 1.0471 | 0.2779 | 1.0471 | 1.0233 |
257
+ | No log | 14.2069 | 412 | 0.9741 | 0.3773 | 0.9741 | 0.9869 |
258
+ | No log | 14.2759 | 414 | 0.9383 | 0.4029 | 0.9383 | 0.9686 |
259
+ | No log | 14.3448 | 416 | 0.9512 | 0.3842 | 0.9512 | 0.9753 |
260
+ | No log | 14.4138 | 418 | 1.0109 | 0.2891 | 1.0109 | 1.0055 |
261
+ | No log | 14.4828 | 420 | 1.0748 | 0.2870 | 1.0748 | 1.0367 |
262
+ | No log | 14.5517 | 422 | 1.0659 | 0.2870 | 1.0659 | 1.0324 |
263
+ | No log | 14.6207 | 424 | 1.0457 | 0.3193 | 1.0457 | 1.0226 |
264
+ | No log | 14.6897 | 426 | 1.0081 | 0.2669 | 1.0081 | 1.0040 |
265
+ | No log | 14.7586 | 428 | 0.9957 | 0.2864 | 0.9957 | 0.9979 |
266
+ | No log | 14.8276 | 430 | 0.9914 | 0.2963 | 0.9914 | 0.9957 |
267
+ | No log | 14.8966 | 432 | 0.9945 | 0.2963 | 0.9945 | 0.9972 |
268
+ | No log | 14.9655 | 434 | 0.9616 | 0.2864 | 0.9616 | 0.9806 |
269
+ | No log | 15.0345 | 436 | 0.9854 | 0.2424 | 0.9854 | 0.9927 |
270
+ | No log | 15.1034 | 438 | 0.9880 | 0.2424 | 0.9880 | 0.9940 |
271
+ | No log | 15.1724 | 440 | 0.9549 | 0.3036 | 0.9549 | 0.9772 |
272
+ | No log | 15.2414 | 442 | 0.9404 | 0.3036 | 0.9404 | 0.9698 |
273
+ | No log | 15.3103 | 444 | 0.9251 | 0.4297 | 0.9251 | 0.9618 |
274
+ | No log | 15.3793 | 446 | 0.9078 | 0.4356 | 0.9078 | 0.9528 |
275
+ | No log | 15.4483 | 448 | 0.9058 | 0.5125 | 0.9058 | 0.9518 |
276
+ | No log | 15.5172 | 450 | 0.9077 | 0.5027 | 0.9077 | 0.9527 |
277
+ | No log | 15.5862 | 452 | 0.9095 | 0.5027 | 0.9095 | 0.9537 |
278
+ | No log | 15.6552 | 454 | 0.9086 | 0.4930 | 0.9086 | 0.9532 |
279
+ | No log | 15.7241 | 456 | 0.9173 | 0.3771 | 0.9173 | 0.9577 |
280
+ | No log | 15.7931 | 458 | 0.9545 | 0.3256 | 0.9545 | 0.9770 |
281
+ | No log | 15.8621 | 460 | 0.9702 | 0.3110 | 0.9702 | 0.9850 |
282
+ | No log | 15.9310 | 462 | 0.9453 | 0.3483 | 0.9453 | 0.9723 |
283
+ | No log | 16.0 | 464 | 0.9581 | 0.4724 | 0.9581 | 0.9788 |
284
+ | No log | 16.0690 | 466 | 0.9604 | 0.5154 | 0.9604 | 0.9800 |
285
+ | No log | 16.1379 | 468 | 0.9529 | 0.4349 | 0.9529 | 0.9762 |
286
+ | No log | 16.2069 | 470 | 0.9795 | 0.3584 | 0.9795 | 0.9897 |
287
+ | No log | 16.2759 | 472 | 1.0031 | 0.4119 | 1.0031 | 1.0015 |
288
+ | No log | 16.3448 | 474 | 0.9660 | 0.3584 | 0.9660 | 0.9829 |
289
+ | No log | 16.4138 | 476 | 0.9408 | 0.4023 | 0.9408 | 0.9700 |
290
+ | No log | 16.4828 | 478 | 0.9458 | 0.4681 | 0.9458 | 0.9725 |
291
+ | No log | 16.5517 | 480 | 0.9373 | 0.4898 | 0.9373 | 0.9682 |
292
+ | No log | 16.6207 | 482 | 0.9186 | 0.4023 | 0.9186 | 0.9584 |
293
+ | No log | 16.6897 | 484 | 0.9182 | 0.3328 | 0.9182 | 0.9582 |
294
+ | No log | 16.7586 | 486 | 0.9116 | 0.3671 | 0.9116 | 0.9548 |
295
+ | No log | 16.8276 | 488 | 0.8982 | 0.4019 | 0.8982 | 0.9477 |
296
+ | No log | 16.8966 | 490 | 0.9054 | 0.4801 | 0.9054 | 0.9515 |
297
+ | No log | 16.9655 | 492 | 0.9260 | 0.4865 | 0.9260 | 0.9623 |
298
+ | No log | 17.0345 | 494 | 0.9257 | 0.4583 | 0.9257 | 0.9622 |
299
+ | No log | 17.1034 | 496 | 0.9392 | 0.3960 | 0.9392 | 0.9691 |
300
+ | No log | 17.1724 | 498 | 0.9594 | 0.3559 | 0.9594 | 0.9795 |
301
+ | 0.3561 | 17.2414 | 500 | 0.9536 | 0.3559 | 0.9536 | 0.9765 |
302
+ | 0.3561 | 17.3103 | 502 | 0.9227 | 0.4234 | 0.9227 | 0.9606 |
303
+ | 0.3561 | 17.3793 | 504 | 0.9093 | 0.4234 | 0.9093 | 0.9536 |
304
+ | 0.3561 | 17.4483 | 506 | 0.8868 | 0.3960 | 0.8868 | 0.9417 |
305
+ | 0.3561 | 17.5172 | 508 | 0.8591 | 0.4297 | 0.8591 | 0.9269 |
306
+ | 0.3561 | 17.5862 | 510 | 0.8613 | 0.4498 | 0.8613 | 0.9281 |
307
+ | 0.3561 | 17.6552 | 512 | 0.8715 | 0.4792 | 0.8715 | 0.9335 |
308
+ | 0.3561 | 17.7241 | 514 | 0.9010 | 0.4995 | 0.9010 | 0.9492 |
309
+ | 0.3561 | 17.7931 | 516 | 0.9229 | 0.4119 | 0.9229 | 0.9607 |
310
+ | 0.3561 | 17.8621 | 518 | 0.9852 | 0.3062 | 0.9852 | 0.9926 |
311
+ | 0.3561 | 17.9310 | 520 | 1.1249 | 0.2374 | 1.1249 | 1.0606 |
312
+ | 0.3561 | 18.0 | 522 | 1.1174 | 0.3157 | 1.1174 | 1.0570 |
313
+ | 0.3561 | 18.0690 | 524 | 1.0127 | 0.3243 | 1.0127 | 1.0063 |
314
+ | 0.3561 | 18.1379 | 526 | 0.9406 | 0.3773 | 0.9406 | 0.9699 |
315
+ | 0.3561 | 18.2069 | 528 | 0.8830 | 0.4860 | 0.8830 | 0.9397 |
316
+ | 0.3561 | 18.2759 | 530 | 0.8635 | 0.4760 | 0.8635 | 0.9292 |
317
+ | 0.3561 | 18.3448 | 532 | 0.8622 | 0.3806 | 0.8622 | 0.9286 |
318
+ | 0.3561 | 18.4138 | 534 | 0.8669 | 0.3457 | 0.8669 | 0.9311 |
319
+ | 0.3561 | 18.4828 | 536 | 0.8657 | 0.3590 | 0.8657 | 0.9304 |
320
+ | 0.3561 | 18.5517 | 538 | 0.8391 | 0.3946 | 0.8391 | 0.9160 |
321
+ | 0.3561 | 18.6207 | 540 | 0.8189 | 0.4472 | 0.8189 | 0.9049 |
322
+ | 0.3561 | 18.6897 | 542 | 0.8396 | 0.4482 | 0.8396 | 0.9163 |
323
+ | 0.3561 | 18.7586 | 544 | 0.8494 | 0.4722 | 0.8494 | 0.9216 |
324
+ | 0.3561 | 18.8276 | 546 | 0.8529 | 0.4158 | 0.8529 | 0.9235 |
325
+ | 0.3561 | 18.8966 | 548 | 0.8792 | 0.4054 | 0.8792 | 0.9377 |
326
+ | 0.3561 | 18.9655 | 550 | 0.8664 | 0.3951 | 0.8664 | 0.9308 |
327
+ | 0.3561 | 19.0345 | 552 | 0.8354 | 0.4504 | 0.8354 | 0.9140 |
328
+ | 0.3561 | 19.1034 | 554 | 0.8499 | 0.5098 | 0.8499 | 0.9219 |
329
+ | 0.3561 | 19.1724 | 556 | 0.8608 | 0.5098 | 0.8608 | 0.9278 |
330
+ | 0.3561 | 19.2414 | 558 | 0.8643 | 0.4016 | 0.8643 | 0.9297 |
331
+ | 0.3561 | 19.3103 | 560 | 0.8888 | 0.3909 | 0.8888 | 0.9428 |
332
+ | 0.3561 | 19.3793 | 562 | 0.8957 | 0.3704 | 0.8957 | 0.9464 |
333
+ | 0.3561 | 19.4483 | 564 | 0.8792 | 0.4054 | 0.8792 | 0.9377 |
334
+ | 0.3561 | 19.5172 | 566 | 0.8502 | 0.4260 | 0.8502 | 0.9221 |
335
+ | 0.3561 | 19.5862 | 568 | 0.8394 | 0.5296 | 0.8394 | 0.9162 |
336
+ | 0.3561 | 19.6552 | 570 | 0.8544 | 0.4197 | 0.8544 | 0.9243 |
337
+ | 0.3561 | 19.7241 | 572 | 0.8992 | 0.3516 | 0.8992 | 0.9483 |
338
+ | 0.3561 | 19.7931 | 574 | 0.9328 | 0.3179 | 0.9328 | 0.9658 |
339
+ | 0.3561 | 19.8621 | 576 | 0.8919 | 0.3855 | 0.8919 | 0.9444 |
340
+ | 0.3561 | 19.9310 | 578 | 0.8464 | 0.4299 | 0.8464 | 0.9200 |
341
+ | 0.3561 | 20.0 | 580 | 0.8257 | 0.5195 | 0.8257 | 0.9087 |
342
+ | 0.3561 | 20.0690 | 582 | 0.8260 | 0.4976 | 0.8260 | 0.9088 |
343
+ | 0.3561 | 20.1379 | 584 | 0.8604 | 0.4197 | 0.8604 | 0.9276 |
344
+ | 0.3561 | 20.2069 | 586 | 0.8917 | 0.3516 | 0.8917 | 0.9443 |
345
+ | 0.3561 | 20.2759 | 588 | 0.9003 | 0.3516 | 0.9003 | 0.9489 |
346
+ | 0.3561 | 20.3448 | 590 | 0.8901 | 0.3855 | 0.8901 | 0.9435 |
347
+ | 0.3561 | 20.4138 | 592 | 0.8984 | 0.3614 | 0.8984 | 0.9479 |
348
+ | 0.3561 | 20.4828 | 594 | 0.9543 | 0.3805 | 0.9543 | 0.9769 |
349
+ | 0.3561 | 20.5517 | 596 | 0.9867 | 0.3165 | 0.9867 | 0.9933 |
350
+ | 0.3561 | 20.6207 | 598 | 0.9787 | 0.3193 | 0.9787 | 0.9893 |
351
+ | 0.3561 | 20.6897 | 600 | 0.9103 | 0.3614 | 0.9103 | 0.9541 |
352
+ | 0.3561 | 20.7586 | 602 | 0.8925 | 0.4712 | 0.8925 | 0.9447 |
353
+ | 0.3561 | 20.8276 | 604 | 0.9018 | 0.4533 | 0.9018 | 0.9496 |
354
+ | 0.3561 | 20.8966 | 606 | 0.9074 | 0.4533 | 0.9074 | 0.9526 |
355
+ | 0.3561 | 20.9655 | 608 | 0.9113 | 0.4433 | 0.9113 | 0.9546 |
356
+ | 0.3561 | 21.0345 | 610 | 0.9178 | 0.4371 | 0.9178 | 0.9580 |
357
+ | 0.3561 | 21.1034 | 612 | 0.9345 | 0.3693 | 0.9345 | 0.9667 |
358
+ | 0.3561 | 21.1724 | 614 | 0.9466 | 0.3544 | 0.9466 | 0.9729 |
359
+ | 0.3561 | 21.2414 | 616 | 0.9572 | 0.2836 | 0.9572 | 0.9784 |
360
+ | 0.3561 | 21.3103 | 618 | 0.9554 | 0.2836 | 0.9554 | 0.9774 |
361
+ | 0.3561 | 21.3793 | 620 | 0.9570 | 0.2636 | 0.9570 | 0.9783 |
362
+ | 0.3561 | 21.4483 | 622 | 0.9880 | 0.2537 | 0.9880 | 0.9940 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
363
 
364
 
365
  ### Framework versions