salbatarni
commited on
Commit
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Parent(s):
19c4c76
End of training
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README.md
CHANGED
@@ -15,9 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Qwk: 0.
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- Mse: 0.
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## Model description
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@@ -48,168 +48,168 @@ The following hyperparameters were used during training:
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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51 |
-
| No log | 0.0308 | 2 | 1.
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52 |
-
| No log | 0.0615 | 4 |
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53 |
-
| No log | 0.0923 | 6 |
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54 |
-
| No log | 0.1231 | 8 | 0.
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55 |
-
| No log | 0.1538 | 10 | 0.
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56 |
-
| No log | 0.1846 | 12 | 0.
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57 |
-
| No log | 0.2154 | 14 | 0.
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58 |
-
| No log | 0.2462 | 16 | 0.
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59 |
-
| No log | 0.2769 | 18 | 0.
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60 |
-
| No log | 0.3077 | 20 | 0.
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61 |
-
| No log | 0.3385 | 22 | 0.
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62 |
-
| No log | 0.3692 | 24 | 0.
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63 |
-
| No log | 0.4 | 26 | 0.
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64 |
-
| No log | 0.4308 | 28 | 0.
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65 |
-
| No log | 0.4615 | 30 | 0.
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66 |
-
| No log | 0.4923 | 32 | 0.
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67 |
-
| No log | 0.5231 | 34 | 0.
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68 |
-
| No log | 0.5538 | 36 | 0.
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69 |
-
| No log | 0.5846 | 38 | 0.
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70 |
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| No log | 0.6154 | 40 | 0.
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71 |
-
| No log | 0.6462 | 42 | 0.
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72 |
-
| No log | 0.6769 | 44 | 0.
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73 |
-
| No log | 0.7077 | 46 | 0.
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74 |
-
| No log | 0.7385 | 48 | 0.
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75 |
-
| No log | 0.7692 | 50 | 0.
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76 |
-
| No log | 0.8 | 52 | 0.
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77 |
-
| No log | 0.8308 | 54 | 0.
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78 |
-
| No log | 0.8615 | 56 | 0.
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79 |
-
| No log | 0.8923 | 58 | 0.
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80 |
-
| No log | 0.9231 | 60 | 0.
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81 |
-
| No log | 0.9538 | 62 | 0.
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82 |
-
| No log | 0.9846 | 64 | 0.
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83 |
-
| No log | 1.0154 | 66 | 0.
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84 |
-
| No log | 1.0462 | 68 | 0.
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85 |
-
| No log | 1.0769 | 70 | 0.
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86 |
-
| No log | 1.1077 | 72 | 0.
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87 |
-
| No log | 1.1385 | 74 | 0.
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88 |
-
| No log | 1.1692 | 76 | 0.
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89 |
-
| No log | 1.2 | 78 | 0.
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90 |
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| No log | 1.2308 | 80 | 0.
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91 |
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| No log | 1.2615 | 82 | 0.
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92 |
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| No log | 1.2923 | 84 | 0.
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93 |
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| No log | 1.3231 | 86 | 0.
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94 |
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| No log | 1.3538 | 88 | 0.
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95 |
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| No log | 1.3846 | 90 | 0.
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96 |
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| No log | 1.4154 | 92 | 0.
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97 |
-
| No log | 1.4462 | 94 | 0.
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98 |
-
| No log | 1.4769 | 96 | 0.
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99 |
-
| No log | 1.5077 | 98 | 0.
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100 |
-
| No log | 1.5385 | 100 | 0.
|
101 |
-
| No log | 1.5692 | 102 | 0.
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102 |
-
| No log | 1.6 | 104 | 0.
|
103 |
-
| No log | 1.6308 | 106 | 0.
|
104 |
-
| No log | 1.6615 | 108 | 0.
|
105 |
-
| No log | 1.6923 | 110 | 0.
|
106 |
-
| No log | 1.7231 | 112 | 0.
|
107 |
-
| No log | 1.7538 | 114 | 0.
|
108 |
-
| No log | 1.7846 | 116 | 0.
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109 |
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| No log | 1.8154 | 118 | 0.
|
110 |
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| No log | 1.8462 | 120 | 0.
|
111 |
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| No log | 1.8769 | 122 | 0.
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112 |
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| No log | 1.9077 | 124 | 0.
|
113 |
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| No log | 1.9385 | 126 | 0.
|
114 |
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| No log | 1.9692 | 128 | 0.
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115 |
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| No log | 2.0 | 130 | 0.
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116 |
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| No log | 2.0308 | 132 | 0.
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117 |
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| No log | 2.0615 | 134 | 0.
|
118 |
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| No log | 2.0923 | 136 | 0.
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119 |
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| No log | 2.1231 | 138 | 0.
|
120 |
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| No log | 2.1538 | 140 | 0.
|
121 |
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| No log | 2.1846 | 142 | 0.
|
122 |
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| No log | 2.2154 | 144 | 0.
|
123 |
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| No log | 2.2462 | 146 | 0.
|
124 |
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| No log | 2.2769 | 148 | 0.
|
125 |
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| No log | 2.3077 | 150 | 0.
|
126 |
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| No log | 2.3385 | 152 | 0.
|
127 |
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| No log | 2.3692 | 154 | 0.
|
128 |
-
| No log | 2.4 | 156 | 0.
|
129 |
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| No log | 2.4308 | 158 | 0.
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130 |
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| No log | 2.4615 | 160 | 0.
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131 |
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| No log | 2.4923 | 162 | 0.
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132 |
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| No log | 2.5231 | 164 | 0.
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133 |
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| No log | 2.5538 | 166 | 0.
|
134 |
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| No log | 2.5846 | 168 | 0.
|
135 |
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| No log | 2.6154 | 170 | 0.
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136 |
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| No log | 2.6462 | 172 | 0.
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137 |
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| No log | 2.6769 | 174 | 0.
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138 |
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| No log | 2.7077 | 176 | 0.
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139 |
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| No log | 2.7385 | 178 | 0.
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140 |
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| No log | 2.7692 | 180 | 0.
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| No log | 2.8 | 182 | 0.
|
142 |
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| No log | 2.8308 | 184 | 0.
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143 |
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| No log | 2.8615 | 186 | 0.
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144 |
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| No log | 2.8923 | 188 | 0.
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145 |
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| No log | 2.9231 | 190 | 0.
|
146 |
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| No log | 2.9538 | 192 | 0.
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147 |
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| No log | 2.9846 | 194 | 0.
|
148 |
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| No log | 3.0154 | 196 | 0.
|
149 |
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| No log | 3.0462 | 198 | 0.
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150 |
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| No log | 3.0769 | 200 | 0.
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151 |
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| No log | 3.1077 | 202 | 0.
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152 |
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| No log | 3.1385 | 204 | 0.
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153 |
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| No log | 3.1692 | 206 | 0.
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154 |
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| No log | 3.2 | 208 | 0.
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155 |
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| No log | 3.2308 | 210 | 0.
|
156 |
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| No log | 3.2615 | 212 | 0.
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157 |
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| No log | 3.2923 | 214 | 0.
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158 |
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| No log | 3.3231 | 216 | 0.
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159 |
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| No log | 3.3538 | 218 | 0.
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160 |
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| No log | 3.3846 | 220 | 0.
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161 |
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| No log | 3.4154 | 222 | 0.
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162 |
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| No log | 3.4462 | 224 | 0.
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163 |
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| No log | 3.4769 | 226 | 0.
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164 |
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| No log | 3.5077 | 228 | 0.
|
165 |
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| No log | 3.5385 | 230 | 0.
|
166 |
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| No log | 3.5692 | 232 | 0.
|
167 |
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| No log | 3.6 | 234 | 0.
|
168 |
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| No log | 3.6308 | 236 | 0.
|
169 |
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| No log | 3.6615 | 238 | 0.
|
170 |
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| No log | 3.6923 | 240 | 0.
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171 |
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| No log | 3.7231 | 242 | 0.
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172 |
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| No log | 3.7538 | 244 | 0.
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173 |
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| No log | 3.7846 | 246 | 0.
|
174 |
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| No log | 3.8154 | 248 | 0.
|
175 |
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| No log | 3.8462 | 250 | 0.
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176 |
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| No log | 3.8769 | 252 | 0.
|
177 |
-
| No log | 3.9077 | 254 | 0.
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178 |
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| No log | 3.9385 | 256 | 0.
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179 |
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| No log | 3.9692 | 258 | 0.
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180 |
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| No log | 4.0 | 260 | 0.
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181 |
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| No log | 4.0308 | 262 | 0.
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182 |
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| No log | 4.0615 | 264 | 0.
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183 |
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| No log | 4.0923 | 266 | 0.
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184 |
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| No log | 4.1231 | 268 | 0.
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185 |
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| No log | 4.1538 | 270 | 0.
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186 |
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| No log | 4.1846 | 272 | 0.
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187 |
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| No log | 4.2154 | 274 | 0.
|
188 |
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| No log | 4.2462 | 276 | 0.
|
189 |
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| No log | 4.2769 | 278 | 0.
|
190 |
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| No log | 4.3077 | 280 | 0.
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191 |
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| No log | 4.3385 | 282 | 0.
|
192 |
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| No log | 4.3692 | 284 | 0.
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193 |
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| No log | 4.4 | 286 | 0.
|
194 |
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| No log | 4.4308 | 288 | 0.
|
195 |
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| No log | 4.4615 | 290 | 0.
|
196 |
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| No log | 4.4923 | 292 | 0.
|
197 |
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| No log | 4.5231 | 294 | 0.
|
198 |
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| No log | 4.5538 | 296 | 0.
|
199 |
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| No log | 4.5846 | 298 | 0.
|
200 |
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| No log | 4.6154 | 300 | 0.
|
201 |
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| No log | 4.6462 | 302 | 0.
|
202 |
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| No log | 4.6769 | 304 | 0.
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203 |
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| No log | 4.7077 | 306 | 0.
|
204 |
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| No log | 4.7385 | 308 | 0.
|
205 |
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| No log | 4.7692 | 310 | 0.
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206 |
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| No log | 4.8 | 312 | 0.
|
207 |
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| No log | 4.8308 | 314 | 0.
|
208 |
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| No log | 4.8615 | 316 | 0.
|
209 |
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| No log | 4.8923 | 318 | 0.
|
210 |
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| No log | 4.9231 | 320 | 0.
|
211 |
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| No log | 4.9538 | 322 | 0.
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212 |
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| No log | 4.9846 | 324 | 0.
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### Framework versions
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This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 0.2935
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- Qwk: 0.6969
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- Mse: 0.2933
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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| No log | 0.0308 | 2 | 1.4854 | 0.0 | 1.4830 |
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| No log | 0.0615 | 4 | 1.1545 | 0.0 | 1.1527 |
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| No log | 0.0923 | 6 | 1.0353 | 0.1047 | 1.0337 |
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| No log | 0.1231 | 8 | 0.8265 | 0.0080 | 0.8256 |
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| No log | 0.1538 | 10 | 0.7134 | 0.0080 | 0.7131 |
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| No log | 0.1846 | 12 | 0.7006 | 0.0080 | 0.7006 |
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| No log | 0.2154 | 14 | 0.6698 | 0.0160 | 0.6697 |
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| No log | 0.2462 | 16 | 0.6591 | 0.0261 | 0.6587 |
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| No log | 0.2769 | 18 | 0.6070 | 0.0608 | 0.6065 |
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| No log | 0.3077 | 20 | 0.5114 | 0.3209 | 0.5113 |
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61 |
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| No log | 0.3385 | 22 | 0.5089 | 0.5441 | 0.5090 |
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| No log | 0.3692 | 24 | 0.4664 | 0.5828 | 0.4664 |
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| No log | 0.4 | 26 | 0.4133 | 0.5528 | 0.4130 |
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| No log | 0.4308 | 28 | 0.3954 | 0.5784 | 0.3950 |
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| No log | 0.4615 | 30 | 0.4077 | 0.4964 | 0.4068 |
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| No log | 0.4923 | 32 | 0.4400 | 0.4461 | 0.4389 |
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| No log | 0.5231 | 34 | 0.3693 | 0.5871 | 0.3685 |
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| No log | 0.5538 | 36 | 0.4165 | 0.6417 | 0.4162 |
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| No log | 0.5846 | 38 | 0.4393 | 0.6482 | 0.4390 |
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| No log | 0.6154 | 40 | 0.3674 | 0.6179 | 0.3668 |
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| No log | 0.6462 | 42 | 0.4456 | 0.3881 | 0.4447 |
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| No log | 0.6769 | 44 | 0.5274 | 0.3133 | 0.5263 |
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73 |
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| No log | 0.7077 | 46 | 0.4872 | 0.3225 | 0.4863 |
|
74 |
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| No log | 0.7385 | 48 | 0.4269 | 0.3624 | 0.4263 |
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| No log | 0.7692 | 50 | 0.4285 | 0.4215 | 0.4281 |
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| No log | 0.8 | 52 | 0.4577 | 0.6590 | 0.4574 |
|
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| No log | 0.8308 | 54 | 0.4957 | 0.6612 | 0.4955 |
|
78 |
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| No log | 0.8615 | 56 | 0.4681 | 0.6717 | 0.4679 |
|
79 |
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| No log | 0.8923 | 58 | 0.3478 | 0.6613 | 0.3475 |
|
80 |
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| No log | 0.9231 | 60 | 0.3521 | 0.5242 | 0.3515 |
|
81 |
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| No log | 0.9538 | 62 | 0.4063 | 0.4490 | 0.4055 |
|
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| No log | 0.9846 | 64 | 0.3644 | 0.5015 | 0.3637 |
|
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| No log | 1.0154 | 66 | 0.3224 | 0.6241 | 0.3220 |
|
84 |
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| No log | 1.0462 | 68 | 0.3547 | 0.6701 | 0.3545 |
|
85 |
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| No log | 1.0769 | 70 | 0.3713 | 0.6762 | 0.3711 |
|
86 |
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| No log | 1.1077 | 72 | 0.3302 | 0.6574 | 0.3299 |
|
87 |
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| No log | 1.1385 | 74 | 0.3111 | 0.6304 | 0.3107 |
|
88 |
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| No log | 1.1692 | 76 | 0.3082 | 0.6457 | 0.3078 |
|
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| No log | 1.2 | 78 | 0.3058 | 0.6367 | 0.3054 |
|
90 |
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| No log | 1.2308 | 80 | 0.3031 | 0.6176 | 0.3026 |
|
91 |
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| No log | 1.2615 | 82 | 0.3044 | 0.6173 | 0.3039 |
|
92 |
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| No log | 1.2923 | 84 | 0.2976 | 0.6220 | 0.2971 |
|
93 |
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| No log | 1.3231 | 86 | 0.3050 | 0.6457 | 0.3047 |
|
94 |
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| No log | 1.3538 | 88 | 0.3121 | 0.6704 | 0.3118 |
|
95 |
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| No log | 1.3846 | 90 | 0.2957 | 0.6403 | 0.2953 |
|
96 |
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| No log | 1.4154 | 92 | 0.2961 | 0.6064 | 0.2957 |
|
97 |
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| No log | 1.4462 | 94 | 0.2995 | 0.5934 | 0.2991 |
|
98 |
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| No log | 1.4769 | 96 | 0.2915 | 0.6499 | 0.2912 |
|
99 |
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| No log | 1.5077 | 98 | 0.3321 | 0.6978 | 0.3319 |
|
100 |
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| No log | 1.5385 | 100 | 0.4077 | 0.7087 | 0.4078 |
|
101 |
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| No log | 1.5692 | 102 | 0.3793 | 0.7102 | 0.3793 |
|
102 |
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| No log | 1.6 | 104 | 0.3049 | 0.6918 | 0.3048 |
|
103 |
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| No log | 1.6308 | 106 | 0.2953 | 0.6376 | 0.2950 |
|
104 |
+
| No log | 1.6615 | 108 | 0.3054 | 0.6513 | 0.3052 |
|
105 |
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| No log | 1.6923 | 110 | 0.3162 | 0.6674 | 0.3160 |
|
106 |
+
| No log | 1.7231 | 112 | 0.3023 | 0.6294 | 0.3020 |
|
107 |
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| No log | 1.7538 | 114 | 0.3041 | 0.6641 | 0.3038 |
|
108 |
+
| No log | 1.7846 | 116 | 0.3123 | 0.6912 | 0.3120 |
|
109 |
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| No log | 1.8154 | 118 | 0.3106 | 0.6878 | 0.3103 |
|
110 |
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| No log | 1.8462 | 120 | 0.3049 | 0.6864 | 0.3046 |
|
111 |
+
| No log | 1.8769 | 122 | 0.3027 | 0.6772 | 0.3024 |
|
112 |
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| No log | 1.9077 | 124 | 0.2932 | 0.6741 | 0.2928 |
|
113 |
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| No log | 1.9385 | 126 | 0.3010 | 0.6824 | 0.3006 |
|
114 |
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| No log | 1.9692 | 128 | 0.3298 | 0.6837 | 0.3295 |
|
115 |
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| No log | 2.0 | 130 | 0.3293 | 0.6857 | 0.3290 |
|
116 |
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| No log | 2.0308 | 132 | 0.3017 | 0.6529 | 0.3013 |
|
117 |
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| No log | 2.0615 | 134 | 0.3023 | 0.5797 | 0.3017 |
|
118 |
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| No log | 2.0923 | 136 | 0.3035 | 0.5761 | 0.3029 |
|
119 |
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| No log | 2.1231 | 138 | 0.2916 | 0.6173 | 0.2912 |
|
120 |
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| No log | 2.1538 | 140 | 0.3012 | 0.6787 | 0.3009 |
|
121 |
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| No log | 2.1846 | 142 | 0.2960 | 0.6767 | 0.2957 |
|
122 |
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| No log | 2.2154 | 144 | 0.2858 | 0.6631 | 0.2855 |
|
123 |
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| No log | 2.2462 | 146 | 0.2807 | 0.6614 | 0.2804 |
|
124 |
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| No log | 2.2769 | 148 | 0.2860 | 0.6577 | 0.2857 |
|
125 |
+
| No log | 2.3077 | 150 | 0.2929 | 0.6777 | 0.2927 |
|
126 |
+
| No log | 2.3385 | 152 | 0.2800 | 0.6558 | 0.2797 |
|
127 |
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| No log | 2.3692 | 154 | 0.2830 | 0.6594 | 0.2828 |
|
128 |
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| No log | 2.4 | 156 | 0.2810 | 0.6588 | 0.2808 |
|
129 |
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| No log | 2.4308 | 158 | 0.2975 | 0.6841 | 0.2974 |
|
130 |
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| No log | 2.4615 | 160 | 0.3103 | 0.6994 | 0.3102 |
|
131 |
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| No log | 2.4923 | 162 | 0.2931 | 0.6883 | 0.2930 |
|
132 |
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| No log | 2.5231 | 164 | 0.2755 | 0.6602 | 0.2753 |
|
133 |
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| No log | 2.5538 | 166 | 0.2733 | 0.6434 | 0.2731 |
|
134 |
+
| No log | 2.5846 | 168 | 0.2833 | 0.6803 | 0.2831 |
|
135 |
+
| No log | 2.6154 | 170 | 0.3004 | 0.7083 | 0.3003 |
|
136 |
+
| No log | 2.6462 | 172 | 0.3652 | 0.7356 | 0.3652 |
|
137 |
+
| No log | 2.6769 | 174 | 0.4676 | 0.7614 | 0.4677 |
|
138 |
+
| No log | 2.7077 | 176 | 0.4272 | 0.7588 | 0.4272 |
|
139 |
+
| No log | 2.7385 | 178 | 0.3219 | 0.7219 | 0.3218 |
|
140 |
+
| No log | 2.7692 | 180 | 0.2715 | 0.6607 | 0.2712 |
|
141 |
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| No log | 2.8 | 182 | 0.2737 | 0.6189 | 0.2733 |
|
142 |
+
| No log | 2.8308 | 184 | 0.2726 | 0.6522 | 0.2723 |
|
143 |
+
| No log | 2.8615 | 186 | 0.3011 | 0.7039 | 0.3009 |
|
144 |
+
| No log | 2.8923 | 188 | 0.3333 | 0.7262 | 0.3332 |
|
145 |
+
| No log | 2.9231 | 190 | 0.3351 | 0.7226 | 0.3350 |
|
146 |
+
| No log | 2.9538 | 192 | 0.2959 | 0.6960 | 0.2957 |
|
147 |
+
| No log | 2.9846 | 194 | 0.2766 | 0.6285 | 0.2762 |
|
148 |
+
| No log | 3.0154 | 196 | 0.2932 | 0.5847 | 0.2927 |
|
149 |
+
| No log | 3.0462 | 198 | 0.2860 | 0.5958 | 0.2855 |
|
150 |
+
| No log | 3.0769 | 200 | 0.2763 | 0.6459 | 0.2759 |
|
151 |
+
| No log | 3.1077 | 202 | 0.2817 | 0.6746 | 0.2814 |
|
152 |
+
| No log | 3.1385 | 204 | 0.2909 | 0.6957 | 0.2906 |
|
153 |
+
| No log | 3.1692 | 206 | 0.2919 | 0.6968 | 0.2916 |
|
154 |
+
| No log | 3.2 | 208 | 0.2818 | 0.6554 | 0.2815 |
|
155 |
+
| No log | 3.2308 | 210 | 0.2849 | 0.6224 | 0.2845 |
|
156 |
+
| No log | 3.2615 | 212 | 0.2951 | 0.5993 | 0.2946 |
|
157 |
+
| No log | 3.2923 | 214 | 0.2859 | 0.6233 | 0.2855 |
|
158 |
+
| No log | 3.3231 | 216 | 0.2858 | 0.6721 | 0.2855 |
|
159 |
+
| No log | 3.3538 | 218 | 0.3363 | 0.7036 | 0.3361 |
|
160 |
+
| No log | 3.3846 | 220 | 0.4129 | 0.7291 | 0.4128 |
|
161 |
+
| No log | 3.4154 | 222 | 0.4321 | 0.7289 | 0.4320 |
|
162 |
+
| No log | 3.4462 | 224 | 0.3973 | 0.7335 | 0.3972 |
|
163 |
+
| No log | 3.4769 | 226 | 0.3306 | 0.7122 | 0.3304 |
|
164 |
+
| No log | 3.5077 | 228 | 0.2865 | 0.6763 | 0.2862 |
|
165 |
+
| No log | 3.5385 | 230 | 0.2814 | 0.6373 | 0.2810 |
|
166 |
+
| No log | 3.5692 | 232 | 0.2811 | 0.6373 | 0.2808 |
|
167 |
+
| No log | 3.6 | 234 | 0.2820 | 0.6554 | 0.2816 |
|
168 |
+
| No log | 3.6308 | 236 | 0.2812 | 0.6459 | 0.2809 |
|
169 |
+
| No log | 3.6615 | 238 | 0.2822 | 0.6583 | 0.2819 |
|
170 |
+
| No log | 3.6923 | 240 | 0.2855 | 0.6661 | 0.2852 |
|
171 |
+
| No log | 3.7231 | 242 | 0.2927 | 0.6832 | 0.2924 |
|
172 |
+
| No log | 3.7538 | 244 | 0.2929 | 0.6807 | 0.2926 |
|
173 |
+
| No log | 3.7846 | 246 | 0.2926 | 0.6807 | 0.2924 |
|
174 |
+
| No log | 3.8154 | 248 | 0.2922 | 0.6812 | 0.2919 |
|
175 |
+
| No log | 3.8462 | 250 | 0.2938 | 0.6842 | 0.2935 |
|
176 |
+
| No log | 3.8769 | 252 | 0.2859 | 0.6709 | 0.2857 |
|
177 |
+
| No log | 3.9077 | 254 | 0.2817 | 0.6562 | 0.2815 |
|
178 |
+
| No log | 3.9385 | 256 | 0.2816 | 0.6372 | 0.2814 |
|
179 |
+
| No log | 3.9692 | 258 | 0.2824 | 0.6621 | 0.2821 |
|
180 |
+
| No log | 4.0 | 260 | 0.2910 | 0.6803 | 0.2908 |
|
181 |
+
| No log | 4.0308 | 262 | 0.3234 | 0.7267 | 0.3232 |
|
182 |
+
| No log | 4.0615 | 264 | 0.3467 | 0.7501 | 0.3465 |
|
183 |
+
| No log | 4.0923 | 266 | 0.3459 | 0.7528 | 0.3457 |
|
184 |
+
| No log | 4.1231 | 268 | 0.3338 | 0.7411 | 0.3336 |
|
185 |
+
| No log | 4.1538 | 270 | 0.3105 | 0.7108 | 0.3103 |
|
186 |
+
| No log | 4.1846 | 272 | 0.2960 | 0.6983 | 0.2958 |
|
187 |
+
| No log | 4.2154 | 274 | 0.2861 | 0.6827 | 0.2859 |
|
188 |
+
| No log | 4.2462 | 276 | 0.2789 | 0.6555 | 0.2787 |
|
189 |
+
| No log | 4.2769 | 278 | 0.2773 | 0.6550 | 0.2771 |
|
190 |
+
| No log | 4.3077 | 280 | 0.2781 | 0.6514 | 0.2779 |
|
191 |
+
| No log | 4.3385 | 282 | 0.2856 | 0.6833 | 0.2854 |
|
192 |
+
| No log | 4.3692 | 284 | 0.3094 | 0.7113 | 0.3093 |
|
193 |
+
| No log | 4.4 | 286 | 0.3352 | 0.7320 | 0.3350 |
|
194 |
+
| No log | 4.4308 | 288 | 0.3420 | 0.7373 | 0.3418 |
|
195 |
+
| No log | 4.4615 | 290 | 0.3342 | 0.7338 | 0.3340 |
|
196 |
+
| No log | 4.4923 | 292 | 0.3181 | 0.7229 | 0.3179 |
|
197 |
+
| No log | 4.5231 | 294 | 0.3053 | 0.7026 | 0.3052 |
|
198 |
+
| No log | 4.5538 | 296 | 0.3018 | 0.6940 | 0.3016 |
|
199 |
+
| No log | 4.5846 | 298 | 0.3028 | 0.6951 | 0.3026 |
|
200 |
+
| No log | 4.6154 | 300 | 0.2999 | 0.6951 | 0.2997 |
|
201 |
+
| No log | 4.6462 | 302 | 0.2983 | 0.6969 | 0.2981 |
|
202 |
+
| No log | 4.6769 | 304 | 0.2955 | 0.6969 | 0.2953 |
|
203 |
+
| No log | 4.7077 | 306 | 0.2960 | 0.6969 | 0.2958 |
|
204 |
+
| No log | 4.7385 | 308 | 0.2976 | 0.6969 | 0.2974 |
|
205 |
+
| No log | 4.7692 | 310 | 0.2946 | 0.6969 | 0.2945 |
|
206 |
+
| No log | 4.8 | 312 | 0.2913 | 0.6951 | 0.2911 |
|
207 |
+
| No log | 4.8308 | 314 | 0.2903 | 0.6940 | 0.2901 |
|
208 |
+
| No log | 4.8615 | 316 | 0.2897 | 0.6940 | 0.2895 |
|
209 |
+
| No log | 4.8923 | 318 | 0.2910 | 0.6940 | 0.2908 |
|
210 |
+
| No log | 4.9231 | 320 | 0.2927 | 0.6969 | 0.2925 |
|
211 |
+
| No log | 4.9538 | 322 | 0.2931 | 0.6969 | 0.2929 |
|
212 |
+
| No log | 4.9846 | 324 | 0.2935 | 0.6969 | 0.2933 |
|
213 |
|
214 |
|
215 |
### Framework versions
|