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+ ---
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+ license: apache-2.0
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+ base_model: google/flan-t5-small
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: flant5-tuned-15-warmup
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # flant5-tuned-15-warmup
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+
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+ This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.2339
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0001
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 6
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+ - num_epochs: 15
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.9667 | 0.02 | 1 | 1.6464 |
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+ | 2.4545 | 0.04 | 2 | 1.6328 |
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+ | 2.4285 | 0.06 | 3 | 1.6089 |
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+ | 2.1423 | 0.09 | 4 | 1.5831 |
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+ | 1.8409 | 0.11 | 5 | 1.5580 |
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+ | 1.6974 | 0.13 | 6 | 1.5369 |
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+ | 1.8883 | 0.15 | 7 | 1.5176 |
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+ | 2.0006 | 0.17 | 8 | 1.4977 |
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+ | 2.1835 | 0.19 | 9 | 1.4791 |
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+ | 2.1405 | 0.21 | 10 | 1.4608 |
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+ | 1.64 | 0.23 | 11 | 1.4414 |
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+ | 1.9192 | 0.26 | 12 | 1.4238 |
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+ | 1.4762 | 0.28 | 13 | 1.4078 |
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+ | 1.5581 | 0.3 | 14 | 1.3918 |
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+ | 1.7605 | 0.32 | 15 | 1.3788 |
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+ | 1.557 | 0.34 | 16 | 1.3676 |
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+ | 1.5071 | 0.36 | 17 | 1.3585 |
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+ | 1.9494 | 0.38 | 18 | 1.3504 |
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+ | 1.8308 | 0.4 | 19 | 1.3432 |
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+ | 1.7127 | 0.43 | 20 | 1.3368 |
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+ | 1.3814 | 0.45 | 21 | 1.3313 |
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+ | 1.4301 | 0.47 | 22 | 1.3260 |
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+ | 1.3969 | 0.49 | 23 | 1.3212 |
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+ | 1.5349 | 0.51 | 24 | 1.3164 |
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+ | 1.2284 | 0.53 | 25 | 1.3115 |
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+ | 2.2728 | 0.55 | 26 | 1.3061 |
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+ | 1.9144 | 0.57 | 27 | 1.3005 |
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+ | 1.4339 | 0.6 | 28 | 1.2957 |
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+ | 1.9083 | 0.62 | 29 | 1.2904 |
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+ | 2.164 | 0.64 | 30 | 1.2856 |
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+ | 1.2391 | 0.66 | 31 | 1.2812 |
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+ | 1.5761 | 0.68 | 32 | 1.2774 |
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+ | 1.69 | 0.7 | 33 | 1.2740 |
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+ | 1.6597 | 0.72 | 34 | 1.2707 |
84
+ | 1.7752 | 0.74 | 35 | 1.2676 |
85
+ | 1.5281 | 0.77 | 36 | 1.2651 |
86
+ | 1.6833 | 0.79 | 37 | 1.2629 |
87
+ | 1.591 | 0.81 | 38 | 1.2606 |
88
+ | 1.6555 | 0.83 | 39 | 1.2579 |
89
+ | 2.0004 | 0.85 | 40 | 1.2552 |
90
+ | 1.2845 | 0.87 | 41 | 1.2534 |
91
+ | 1.139 | 0.89 | 42 | 1.2524 |
92
+ | 1.5526 | 0.91 | 43 | 1.2518 |
93
+ | 1.3037 | 0.94 | 44 | 1.2509 |
94
+ | 1.6106 | 0.96 | 45 | 1.2507 |
95
+ | 1.3613 | 0.98 | 46 | 1.2508 |
96
+ | 2.6988 | 1.0 | 47 | 1.2505 |
97
+ | 1.2909 | 1.02 | 48 | 1.2506 |
98
+ | 1.0862 | 1.04 | 49 | 1.2516 |
99
+ | 1.1204 | 1.06 | 50 | 1.2535 |
100
+ | 1.6266 | 1.09 | 51 | 1.2545 |
101
+ | 1.4118 | 1.11 | 52 | 1.2541 |
102
+ | 1.7869 | 1.13 | 53 | 1.2527 |
103
+ | 1.8297 | 1.15 | 54 | 1.2510 |
104
+ | 1.3467 | 1.17 | 55 | 1.2483 |
105
+ | 1.6901 | 1.19 | 56 | 1.2449 |
106
+ | 1.5308 | 1.21 | 57 | 1.2411 |
107
+ | 1.0475 | 1.23 | 58 | 1.2382 |
108
+ | 1.3635 | 1.26 | 59 | 1.2352 |
109
+ | 1.0099 | 1.28 | 60 | 1.2335 |
110
+ | 1.5154 | 1.3 | 61 | 1.2309 |
111
+ | 1.6367 | 1.32 | 62 | 1.2281 |
112
+ | 1.613 | 1.34 | 63 | 1.2255 |
113
+ | 1.4852 | 1.36 | 64 | 1.2231 |
114
+ | 1.5181 | 1.38 | 65 | 1.2206 |
115
+ | 1.6653 | 1.4 | 66 | 1.2177 |
116
+ | 1.4544 | 1.43 | 67 | 1.2148 |
117
+ | 1.2966 | 1.45 | 68 | 1.2131 |
118
+ | 1.8326 | 1.47 | 69 | 1.2112 |
119
+ | 1.2731 | 1.49 | 70 | 1.2099 |
120
+ | 1.5005 | 1.51 | 71 | 1.2087 |
121
+ | 1.6507 | 1.53 | 72 | 1.2077 |
122
+ | 1.4095 | 1.55 | 73 | 1.2068 |
123
+ | 1.5355 | 1.57 | 74 | 1.2059 |
124
+ | 1.0448 | 1.6 | 75 | 1.2064 |
125
+ | 1.5037 | 1.62 | 76 | 1.2068 |
126
+ | 1.7362 | 1.64 | 77 | 1.2068 |
127
+ | 1.4892 | 1.66 | 78 | 1.2072 |
128
+ | 1.7818 | 1.68 | 79 | 1.2071 |
129
+ | 1.4143 | 1.7 | 80 | 1.2065 |
130
+ | 1.4 | 1.72 | 81 | 1.2065 |
131
+ | 1.225 | 1.74 | 82 | 1.2065 |
132
+ | 1.6821 | 1.77 | 83 | 1.2063 |
133
+ | 1.4214 | 1.79 | 84 | 1.2065 |
134
+ | 1.2094 | 1.81 | 85 | 1.2074 |
135
+ | 1.6202 | 1.83 | 86 | 1.2077 |
136
+ | 1.6654 | 1.85 | 87 | 1.2083 |
137
+ | 0.9378 | 1.87 | 88 | 1.2102 |
138
+ | 1.5872 | 1.89 | 89 | 1.2121 |
139
+ | 1.7262 | 1.91 | 90 | 1.2131 |
140
+ | 1.2392 | 1.94 | 91 | 1.2140 |
141
+ | 0.9844 | 1.96 | 92 | 1.2155 |
142
+ | 1.3346 | 1.98 | 93 | 1.2164 |
143
+ | 1.0203 | 2.0 | 94 | 1.2176 |
144
+ | 1.3007 | 2.02 | 95 | 1.2182 |
145
+ | 1.6318 | 2.04 | 96 | 1.2185 |
146
+ | 1.5082 | 2.06 | 97 | 1.2185 |
147
+ | 1.5797 | 2.09 | 98 | 1.2179 |
148
+ | 1.2403 | 2.11 | 99 | 1.2164 |
149
+ | 1.5859 | 2.13 | 100 | 1.2143 |
150
+ | 1.0519 | 2.15 | 101 | 1.2134 |
151
+ | 1.2823 | 2.17 | 102 | 1.2116 |
152
+ | 1.2484 | 2.19 | 103 | 1.2105 |
153
+ | 1.3197 | 2.21 | 104 | 1.2100 |
154
+ | 1.3335 | 2.23 | 105 | 1.2095 |
155
+ | 1.1574 | 2.26 | 106 | 1.2090 |
156
+ | 1.4573 | 2.28 | 107 | 1.2079 |
157
+ | 1.0433 | 2.3 | 108 | 1.2072 |
158
+ | 1.3362 | 2.32 | 109 | 1.2068 |
159
+ | 1.403 | 2.34 | 110 | 1.2056 |
160
+ | 1.3345 | 2.36 | 111 | 1.2049 |
161
+ | 0.819 | 2.38 | 112 | 1.2050 |
162
+ | 1.4289 | 2.4 | 113 | 1.2049 |
163
+ | 1.2274 | 2.43 | 114 | 1.2051 |
164
+ | 1.0653 | 2.45 | 115 | 1.2053 |
165
+ | 1.1851 | 2.47 | 116 | 1.2062 |
166
+ | 1.2725 | 2.49 | 117 | 1.2065 |
167
+ | 1.4383 | 2.51 | 118 | 1.2060 |
168
+ | 1.5551 | 2.53 | 119 | 1.2055 |
169
+ | 1.4857 | 2.55 | 120 | 1.2047 |
170
+ | 1.3742 | 2.57 | 121 | 1.2042 |
171
+ | 1.7207 | 2.6 | 122 | 1.2032 |
172
+ | 1.2508 | 2.62 | 123 | 1.2022 |
173
+ | 0.9982 | 2.64 | 124 | 1.2018 |
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+ | 1.4797 | 2.66 | 125 | 1.2012 |
175
+ | 1.363 | 2.68 | 126 | 1.2009 |
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+ | 1.2205 | 2.7 | 127 | 1.2012 |
177
+ | 1.0644 | 2.72 | 128 | 1.2016 |
178
+ | 1.246 | 2.74 | 129 | 1.2023 |
179
+ | 1.511 | 2.77 | 130 | 1.2038 |
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+ | 1.0708 | 2.79 | 131 | 1.2055 |
181
+ | 1.5127 | 2.81 | 132 | 1.2067 |
182
+ | 1.4696 | 2.83 | 133 | 1.2078 |
183
+ | 1.4078 | 2.85 | 134 | 1.2086 |
184
+ | 1.3518 | 2.87 | 135 | 1.2091 |
185
+ | 1.6338 | 2.89 | 136 | 1.2088 |
186
+ | 1.5519 | 2.91 | 137 | 1.2073 |
187
+ | 1.5849 | 2.94 | 138 | 1.2047 |
188
+ | 1.4904 | 2.96 | 139 | 1.2022 |
189
+ | 1.0131 | 2.98 | 140 | 1.2004 |
190
+ | 1.7739 | 3.0 | 141 | 1.1981 |
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+ | 1.3103 | 3.02 | 142 | 1.1961 |
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+ | 1.1845 | 3.04 | 143 | 1.1942 |
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+ | 1.2925 | 3.06 | 144 | 1.1926 |
194
+ | 1.1181 | 3.09 | 145 | 1.1911 |
195
+ | 1.4873 | 3.11 | 146 | 1.1893 |
196
+ | 1.1669 | 3.13 | 147 | 1.1877 |
197
+ | 1.384 | 3.15 | 148 | 1.1861 |
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+ | 1.1951 | 3.17 | 149 | 1.1850 |
199
+ | 1.5083 | 3.19 | 150 | 1.1842 |
200
+ | 1.4537 | 3.21 | 151 | 1.1831 |
201
+ | 1.3802 | 3.23 | 152 | 1.1819 |
202
+ | 1.443 | 3.26 | 153 | 1.1807 |
203
+ | 1.2788 | 3.28 | 154 | 1.1790 |
204
+ | 1.3796 | 3.3 | 155 | 1.1779 |
205
+ | 1.3123 | 3.32 | 156 | 1.1772 |
206
+ | 1.3024 | 3.34 | 157 | 1.1769 |
207
+ | 1.0419 | 3.36 | 158 | 1.1769 |
208
+ | 1.1423 | 3.38 | 159 | 1.1777 |
209
+ | 1.0954 | 3.4 | 160 | 1.1787 |
210
+ | 1.2069 | 3.43 | 161 | 1.1798 |
211
+ | 1.3704 | 3.45 | 162 | 1.1810 |
212
+ | 1.4654 | 3.47 | 163 | 1.1817 |
213
+ | 1.223 | 3.49 | 164 | 1.1822 |
214
+ | 1.3811 | 3.51 | 165 | 1.1823 |
215
+ | 1.027 | 3.53 | 166 | 1.1826 |
216
+ | 0.9523 | 3.55 | 167 | 1.1831 |
217
+ | 1.1546 | 3.57 | 168 | 1.1832 |
218
+ | 1.2748 | 3.6 | 169 | 1.1835 |
219
+ | 1.2699 | 3.62 | 170 | 1.1836 |
220
+ | 1.4697 | 3.64 | 171 | 1.1834 |
221
+ | 1.3501 | 3.66 | 172 | 1.1830 |
222
+ | 1.2668 | 3.68 | 173 | 1.1827 |
223
+ | 1.2121 | 3.7 | 174 | 1.1821 |
224
+ | 0.8967 | 3.72 | 175 | 1.1826 |
225
+ | 1.3126 | 3.74 | 176 | 1.1835 |
226
+ | 1.2997 | 3.77 | 177 | 1.1846 |
227
+ | 1.3666 | 3.79 | 178 | 1.1856 |
228
+ | 1.2517 | 3.81 | 179 | 1.1867 |
229
+ | 1.022 | 3.83 | 180 | 1.1885 |
230
+ | 1.1694 | 3.85 | 181 | 1.1905 |
231
+ | 1.1843 | 3.87 | 182 | 1.1923 |
232
+ | 0.8612 | 3.89 | 183 | 1.1951 |
233
+ | 1.1394 | 3.91 | 184 | 1.1976 |
234
+ | 1.387 | 3.94 | 185 | 1.1993 |
235
+ | 1.2614 | 3.96 | 186 | 1.2007 |
236
+ | 1.3705 | 3.98 | 187 | 1.2009 |
237
+ | 1.0086 | 4.0 | 188 | 1.2009 |
238
+ | 1.4405 | 4.02 | 189 | 1.2007 |
239
+ | 1.2031 | 4.04 | 190 | 1.2003 |
240
+ | 1.2633 | 4.06 | 191 | 1.1997 |
241
+ | 1.0525 | 4.09 | 192 | 1.1988 |
242
+ | 1.0734 | 4.11 | 193 | 1.1971 |
243
+ | 1.1034 | 4.13 | 194 | 1.1953 |
244
+ | 1.4865 | 4.15 | 195 | 1.1929 |
245
+ | 1.0999 | 4.17 | 196 | 1.1907 |
246
+ | 0.9867 | 4.19 | 197 | 1.1893 |
247
+ | 0.9741 | 4.21 | 198 | 1.1885 |
248
+ | 1.3371 | 4.23 | 199 | 1.1880 |
249
+ | 1.0978 | 4.26 | 200 | 1.1875 |
250
+ | 1.1863 | 4.28 | 201 | 1.1873 |
251
+ | 1.2346 | 4.3 | 202 | 1.1869 |
252
+ | 1.007 | 4.32 | 203 | 1.1865 |
253
+ | 1.2739 | 4.34 | 204 | 1.1854 |
254
+ | 1.3803 | 4.36 | 205 | 1.1845 |
255
+ | 0.9438 | 4.38 | 206 | 1.1847 |
256
+ | 0.9082 | 4.4 | 207 | 1.1853 |
257
+ | 1.2066 | 4.43 | 208 | 1.1862 |
258
+ | 1.1002 | 4.45 | 209 | 1.1869 |
259
+ | 1.0443 | 4.47 | 210 | 1.1881 |
260
+ | 1.5107 | 4.49 | 211 | 1.1889 |
261
+ | 1.1524 | 4.51 | 212 | 1.1898 |
262
+ | 1.4075 | 4.53 | 213 | 1.1901 |
263
+ | 1.0296 | 4.55 | 214 | 1.1909 |
264
+ | 1.4881 | 4.57 | 215 | 1.1906 |
265
+ | 1.4919 | 4.6 | 216 | 1.1893 |
266
+ | 1.0295 | 4.62 | 217 | 1.1890 |
267
+ | 1.0891 | 4.64 | 218 | 1.1891 |
268
+ | 1.1395 | 4.66 | 219 | 1.1884 |
269
+ | 1.4347 | 4.68 | 220 | 1.1872 |
270
+ | 1.6514 | 4.7 | 221 | 1.1856 |
271
+ | 1.1608 | 4.72 | 222 | 1.1847 |
272
+ | 1.3473 | 4.74 | 223 | 1.1833 |
273
+ | 1.1785 | 4.77 | 224 | 1.1827 |
274
+ | 1.2321 | 4.79 | 225 | 1.1824 |
275
+ | 1.2876 | 4.81 | 226 | 1.1820 |
276
+ | 1.1757 | 4.83 | 227 | 1.1814 |
277
+ | 0.9282 | 4.85 | 228 | 1.1811 |
278
+ | 1.2784 | 4.87 | 229 | 1.1803 |
279
+ | 1.0302 | 4.89 | 230 | 1.1792 |
280
+ | 1.204 | 4.91 | 231 | 1.1784 |
281
+ | 1.0326 | 4.94 | 232 | 1.1778 |
282
+ | 1.3914 | 4.96 | 233 | 1.1770 |
283
+ | 0.9732 | 4.98 | 234 | 1.1770 |
284
+ | 1.0765 | 5.0 | 235 | 1.1771 |
285
+ | 1.2503 | 5.02 | 236 | 1.1776 |
286
+ | 1.2836 | 5.04 | 237 | 1.1782 |
287
+ | 1.1844 | 5.06 | 238 | 1.1785 |
288
+ | 1.3674 | 5.09 | 239 | 1.1785 |
289
+ | 1.3149 | 5.11 | 240 | 1.1789 |
290
+ | 1.2317 | 5.13 | 241 | 1.1792 |
291
+ | 0.9829 | 5.15 | 242 | 1.1799 |
292
+ | 0.8441 | 5.17 | 243 | 1.1802 |
293
+ | 1.0655 | 5.19 | 244 | 1.1810 |
294
+ | 1.0836 | 5.21 | 245 | 1.1817 |
295
+ | 1.2297 | 5.23 | 246 | 1.1823 |
296
+ | 0.9449 | 5.26 | 247 | 1.1828 |
297
+ | 1.4458 | 5.28 | 248 | 1.1829 |
298
+ | 0.9312 | 5.3 | 249 | 1.1833 |
299
+ | 1.0147 | 5.32 | 250 | 1.1844 |
300
+ | 1.0166 | 5.34 | 251 | 1.1853 |
301
+ | 1.2193 | 5.36 | 252 | 1.1863 |
302
+ | 1.1028 | 5.38 | 253 | 1.1876 |
303
+ | 0.9643 | 5.4 | 254 | 1.1883 |
304
+ | 0.7789 | 5.43 | 255 | 1.1887 |
305
+ | 1.3363 | 5.45 | 256 | 1.1889 |
306
+ | 1.0518 | 5.47 | 257 | 1.1890 |
307
+ | 0.984 | 5.49 | 258 | 1.1894 |
308
+ | 0.9891 | 5.51 | 259 | 1.1893 |
309
+ | 1.1256 | 5.53 | 260 | 1.1887 |
310
+ | 1.3248 | 5.55 | 261 | 1.1878 |
311
+ | 1.2256 | 5.57 | 262 | 1.1872 |
312
+ | 1.4624 | 5.6 | 263 | 1.1863 |
313
+ | 1.1927 | 5.62 | 264 | 1.1859 |
314
+ | 1.2636 | 5.64 | 265 | 1.1852 |
315
+ | 0.9282 | 5.66 | 266 | 1.1852 |
316
+ | 0.7331 | 5.68 | 267 | 1.1860 |
317
+ | 0.9813 | 5.7 | 268 | 1.1867 |
318
+ | 1.3365 | 5.72 | 269 | 1.1876 |
319
+ | 1.014 | 5.74 | 270 | 1.1885 |
320
+ | 1.2665 | 5.77 | 271 | 1.1885 |
321
+ | 0.9059 | 5.79 | 272 | 1.1890 |
322
+ | 1.0328 | 5.81 | 273 | 1.1899 |
323
+ | 1.0665 | 5.83 | 274 | 1.1905 |
324
+ | 1.1604 | 5.85 | 275 | 1.1909 |
325
+ | 0.9059 | 5.87 | 276 | 1.1913 |
326
+ | 1.061 | 5.89 | 277 | 1.1915 |
327
+ | 0.8671 | 5.91 | 278 | 1.1913 |
328
+ | 1.3143 | 5.94 | 279 | 1.1906 |
329
+ | 1.1451 | 5.96 | 280 | 1.1900 |
330
+ | 0.8383 | 5.98 | 281 | 1.1897 |
331
+ | 0.8921 | 6.0 | 282 | 1.1896 |
332
+ | 1.0486 | 6.02 | 283 | 1.1896 |
333
+ | 0.6538 | 6.04 | 284 | 1.1898 |
334
+ | 0.9361 | 6.06 | 285 | 1.1899 |
335
+ | 1.2392 | 6.09 | 286 | 1.1902 |
336
+ | 1.0409 | 6.11 | 287 | 1.1910 |
337
+ | 1.2406 | 6.13 | 288 | 1.1914 |
338
+ | 1.0792 | 6.15 | 289 | 1.1921 |
339
+ | 0.9954 | 6.17 | 290 | 1.1932 |
340
+ | 1.0286 | 6.19 | 291 | 1.1941 |
341
+ | 1.1392 | 6.21 | 292 | 1.1946 |
342
+ | 0.9699 | 6.23 | 293 | 1.1950 |
343
+ | 0.7124 | 6.26 | 294 | 1.1959 |
344
+ | 1.2828 | 6.28 | 295 | 1.1968 |
345
+ | 0.8169 | 6.3 | 296 | 1.1977 |
346
+ | 1.001 | 6.32 | 297 | 1.1992 |
347
+ | 0.8961 | 6.34 | 298 | 1.2015 |
348
+ | 0.9216 | 6.36 | 299 | 1.2035 |
349
+ | 1.0244 | 6.38 | 300 | 1.2055 |
350
+ | 1.272 | 6.4 | 301 | 1.2069 |
351
+ | 1.005 | 6.43 | 302 | 1.2084 |
352
+ | 1.0438 | 6.45 | 303 | 1.2099 |
353
+ | 1.0185 | 6.47 | 304 | 1.2111 |
354
+ | 0.8969 | 6.49 | 305 | 1.2120 |
355
+ | 0.802 | 6.51 | 306 | 1.2132 |
356
+ | 1.0453 | 6.53 | 307 | 1.2141 |
357
+ | 1.0051 | 6.55 | 308 | 1.2151 |
358
+ | 1.0798 | 6.57 | 309 | 1.2164 |
359
+ | 1.4647 | 6.6 | 310 | 1.2168 |
360
+ | 0.9142 | 6.62 | 311 | 1.2169 |
361
+ | 1.092 | 6.64 | 312 | 1.2171 |
362
+ | 1.0251 | 6.66 | 313 | 1.2167 |
363
+ | 0.8519 | 6.68 | 314 | 1.2161 |
364
+ | 0.9924 | 6.7 | 315 | 1.2151 |
365
+ | 1.2976 | 6.72 | 316 | 1.2136 |
366
+ | 1.0268 | 6.74 | 317 | 1.2123 |
367
+ | 1.0534 | 6.77 | 318 | 1.2108 |
368
+ | 1.2857 | 6.79 | 319 | 1.2088 |
369
+ | 0.9892 | 6.81 | 320 | 1.2072 |
370
+ | 0.9789 | 6.83 | 321 | 1.2056 |
371
+ | 0.8675 | 6.85 | 322 | 1.2048 |
372
+ | 0.9798 | 6.87 | 323 | 1.2042 |
373
+ | 1.2267 | 6.89 | 324 | 1.2038 |
374
+ | 1.1641 | 6.91 | 325 | 1.2029 |
375
+ | 1.3769 | 6.94 | 326 | 1.2014 |
376
+ | 0.9066 | 6.96 | 327 | 1.2000 |
377
+ | 1.598 | 6.98 | 328 | 1.1983 |
378
+ | 1.0333 | 7.0 | 329 | 1.1970 |
379
+ | 1.016 | 7.02 | 330 | 1.1967 |
380
+ | 0.9458 | 7.04 | 331 | 1.1967 |
381
+ | 1.118 | 7.06 | 332 | 1.1964 |
382
+ | 1.0069 | 7.09 | 333 | 1.1964 |
383
+ | 0.984 | 7.11 | 334 | 1.1965 |
384
+ | 1.1063 | 7.13 | 335 | 1.1964 |
385
+ | 0.9186 | 7.15 | 336 | 1.1965 |
386
+ | 1.1328 | 7.17 | 337 | 1.1968 |
387
+ | 1.0281 | 7.19 | 338 | 1.1970 |
388
+ | 1.1415 | 7.21 | 339 | 1.1973 |
389
+ | 0.9868 | 7.23 | 340 | 1.1981 |
390
+ | 1.1936 | 7.26 | 341 | 1.1988 |
391
+ | 0.6864 | 7.28 | 342 | 1.1997 |
392
+ | 1.2851 | 7.3 | 343 | 1.2003 |
393
+ | 1.065 | 7.32 | 344 | 1.2008 |
394
+ | 1.0244 | 7.34 | 345 | 1.2012 |
395
+ | 1.0387 | 7.36 | 346 | 1.2022 |
396
+ | 1.2904 | 7.38 | 347 | 1.2029 |
397
+ | 0.8598 | 7.4 | 348 | 1.2041 |
398
+ | 1.2277 | 7.43 | 349 | 1.2046 |
399
+ | 1.3071 | 7.45 | 350 | 1.2047 |
400
+ | 0.984 | 7.47 | 351 | 1.2049 |
401
+ | 0.9392 | 7.49 | 352 | 1.2051 |
402
+ | 0.8886 | 7.51 | 353 | 1.2048 |
403
+ | 0.833 | 7.53 | 354 | 1.2047 |
404
+ | 1.0211 | 7.55 | 355 | 1.2046 |
405
+ | 1.0704 | 7.57 | 356 | 1.2043 |
406
+ | 1.0893 | 7.6 | 357 | 1.2042 |
407
+ | 0.8576 | 7.62 | 358 | 1.2039 |
408
+ | 1.1494 | 7.64 | 359 | 1.2037 |
409
+ | 1.2198 | 7.66 | 360 | 1.2029 |
410
+ | 1.0204 | 7.68 | 361 | 1.2021 |
411
+ | 0.8117 | 7.7 | 362 | 1.2013 |
412
+ | 0.7845 | 7.72 | 363 | 1.2009 |
413
+ | 1.1076 | 7.74 | 364 | 1.2005 |
414
+ | 0.6961 | 7.77 | 365 | 1.2003 |
415
+ | 1.1127 | 7.79 | 366 | 1.1998 |
416
+ | 1.009 | 7.81 | 367 | 1.1999 |
417
+ | 0.8846 | 7.83 | 368 | 1.1998 |
418
+ | 0.865 | 7.85 | 369 | 1.2003 |
419
+ | 1.0436 | 7.87 | 370 | 1.2003 |
420
+ | 1.0648 | 7.89 | 371 | 1.2003 |
421
+ | 1.0411 | 7.91 | 372 | 1.2007 |
422
+ | 1.1948 | 7.94 | 373 | 1.2008 |
423
+ | 1.0773 | 7.96 | 374 | 1.2007 |
424
+ | 1.1474 | 7.98 | 375 | 1.2006 |
425
+ | 1.3795 | 8.0 | 376 | 1.2008 |
426
+ | 1.3892 | 8.02 | 377 | 1.2005 |
427
+ | 1.0678 | 8.04 | 378 | 1.2006 |
428
+ | 1.53 | 8.06 | 379 | 1.2002 |
429
+ | 0.7286 | 8.09 | 380 | 1.1998 |
430
+ | 0.9545 | 8.11 | 381 | 1.1995 |
431
+ | 1.0366 | 8.13 | 382 | 1.1991 |
432
+ | 1.0289 | 8.15 | 383 | 1.1985 |
433
+ | 1.04 | 8.17 | 384 | 1.1980 |
434
+ | 0.7763 | 8.19 | 385 | 1.1985 |
435
+ | 0.597 | 8.21 | 386 | 1.1991 |
436
+ | 1.2358 | 8.23 | 387 | 1.1999 |
437
+ | 0.7149 | 8.26 | 388 | 1.2008 |
438
+ | 0.9546 | 8.28 | 389 | 1.2014 |
439
+ | 1.0085 | 8.3 | 390 | 1.2019 |
440
+ | 0.9048 | 8.32 | 391 | 1.2023 |
441
+ | 0.9976 | 8.34 | 392 | 1.2024 |
442
+ | 1.2209 | 8.36 | 393 | 1.2022 |
443
+ | 0.8731 | 8.38 | 394 | 1.2023 |
444
+ | 1.3846 | 8.4 | 395 | 1.2021 |
445
+ | 0.9881 | 8.43 | 396 | 1.2021 |
446
+ | 0.9374 | 8.45 | 397 | 1.2022 |
447
+ | 0.7572 | 8.47 | 398 | 1.2024 |
448
+ | 0.9265 | 8.49 | 399 | 1.2032 |
449
+ | 1.0008 | 8.51 | 400 | 1.2035 |
450
+ | 0.8435 | 8.53 | 401 | 1.2040 |
451
+ | 1.033 | 8.55 | 402 | 1.2044 |
452
+ | 0.8181 | 8.57 | 403 | 1.2050 |
453
+ | 1.1232 | 8.6 | 404 | 1.2053 |
454
+ | 0.6155 | 8.62 | 405 | 1.2060 |
455
+ | 1.13 | 8.64 | 406 | 1.2065 |
456
+ | 1.2168 | 8.66 | 407 | 1.2064 |
457
+ | 0.9764 | 8.68 | 408 | 1.2063 |
458
+ | 1.1251 | 8.7 | 409 | 1.2067 |
459
+ | 0.6559 | 8.72 | 410 | 1.2079 |
460
+ | 1.0554 | 8.74 | 411 | 1.2089 |
461
+ | 1.2301 | 8.77 | 412 | 1.2093 |
462
+ | 0.9597 | 8.79 | 413 | 1.2103 |
463
+ | 0.7174 | 8.81 | 414 | 1.2112 |
464
+ | 1.0083 | 8.83 | 415 | 1.2117 |
465
+ | 1.0968 | 8.85 | 416 | 1.2119 |
466
+ | 0.9911 | 8.87 | 417 | 1.2116 |
467
+ | 1.2282 | 8.89 | 418 | 1.2110 |
468
+ | 0.9057 | 8.91 | 419 | 1.2102 |
469
+ | 0.8975 | 8.94 | 420 | 1.2093 |
470
+ | 0.7017 | 8.96 | 421 | 1.2085 |
471
+ | 1.0442 | 8.98 | 422 | 1.2075 |
472
+ | 1.2632 | 9.0 | 423 | 1.2066 |
473
+ | 0.4969 | 9.02 | 424 | 1.2066 |
474
+ | 0.9973 | 9.04 | 425 | 1.2065 |
475
+ | 0.9969 | 9.06 | 426 | 1.2064 |
476
+ | 0.843 | 9.09 | 427 | 1.2062 |
477
+ | 0.8619 | 9.11 | 428 | 1.2065 |
478
+ | 0.9959 | 9.13 | 429 | 1.2067 |
479
+ | 0.9466 | 9.15 | 430 | 1.2072 |
480
+ | 1.1408 | 9.17 | 431 | 1.2078 |
481
+ | 0.8565 | 9.19 | 432 | 1.2086 |
482
+ | 1.0228 | 9.21 | 433 | 1.2089 |
483
+ | 0.8104 | 9.23 | 434 | 1.2094 |
484
+ | 0.6723 | 9.26 | 435 | 1.2102 |
485
+ | 1.0232 | 9.28 | 436 | 1.2105 |
486
+ | 1.1588 | 9.3 | 437 | 1.2104 |
487
+ | 1.2531 | 9.32 | 438 | 1.2099 |
488
+ | 0.8413 | 9.34 | 439 | 1.2093 |
489
+ | 0.8939 | 9.36 | 440 | 1.2091 |
490
+ | 0.733 | 9.38 | 441 | 1.2092 |
491
+ | 0.744 | 9.4 | 442 | 1.2095 |
492
+ | 0.8857 | 9.43 | 443 | 1.2094 |
493
+ | 1.0393 | 9.45 | 444 | 1.2095 |
494
+ | 0.913 | 9.47 | 445 | 1.2093 |
495
+ | 1.1155 | 9.49 | 446 | 1.2091 |
496
+ | 0.9154 | 9.51 | 447 | 1.2092 |
497
+ | 1.036 | 9.53 | 448 | 1.2094 |
498
+ | 1.2105 | 9.55 | 449 | 1.2095 |
499
+ | 0.6298 | 9.57 | 450 | 1.2100 |
500
+ | 0.8795 | 9.6 | 451 | 1.2108 |
501
+ | 0.8513 | 9.62 | 452 | 1.2114 |
502
+ | 0.9633 | 9.64 | 453 | 1.2122 |
503
+ | 1.02 | 9.66 | 454 | 1.2129 |
504
+ | 1.3356 | 9.68 | 455 | 1.2134 |
505
+ | 1.0097 | 9.7 | 456 | 1.2141 |
506
+ | 0.73 | 9.72 | 457 | 1.2148 |
507
+ | 1.0924 | 9.74 | 458 | 1.2151 |
508
+ | 1.2789 | 9.77 | 459 | 1.2152 |
509
+ | 0.8527 | 9.79 | 460 | 1.2151 |
510
+ | 0.9166 | 9.81 | 461 | 1.2150 |
511
+ | 0.7188 | 9.83 | 462 | 1.2147 |
512
+ | 1.0428 | 9.85 | 463 | 1.2144 |
513
+ | 1.0955 | 9.87 | 464 | 1.2134 |
514
+ | 1.1744 | 9.89 | 465 | 1.2124 |
515
+ | 1.1324 | 9.91 | 466 | 1.2115 |
516
+ | 0.9818 | 9.94 | 467 | 1.2105 |
517
+ | 0.8571 | 9.96 | 468 | 1.2100 |
518
+ | 0.964 | 9.98 | 469 | 1.2098 |
519
+ | 0.8998 | 10.0 | 470 | 1.2095 |
520
+ | 0.8614 | 10.02 | 471 | 1.2097 |
521
+ | 0.9073 | 10.04 | 472 | 1.2098 |
522
+ | 1.1624 | 10.06 | 473 | 1.2103 |
523
+ | 0.9406 | 10.09 | 474 | 1.2111 |
524
+ | 0.9077 | 10.11 | 475 | 1.2116 |
525
+ | 0.9633 | 10.13 | 476 | 1.2124 |
526
+ | 0.8509 | 10.15 | 477 | 1.2132 |
527
+ | 1.0841 | 10.17 | 478 | 1.2137 |
528
+ | 1.024 | 10.19 | 479 | 1.2143 |
529
+ | 0.8115 | 10.21 | 480 | 1.2154 |
530
+ | 0.602 | 10.23 | 481 | 1.2167 |
531
+ | 0.8554 | 10.26 | 482 | 1.2179 |
532
+ | 0.8389 | 10.28 | 483 | 1.2194 |
533
+ | 0.754 | 10.3 | 484 | 1.2210 |
534
+ | 1.1135 | 10.32 | 485 | 1.2219 |
535
+ | 0.9837 | 10.34 | 486 | 1.2224 |
536
+ | 1.0271 | 10.36 | 487 | 1.2227 |
537
+ | 0.8573 | 10.38 | 488 | 1.2228 |
538
+ | 1.0546 | 10.4 | 489 | 1.2227 |
539
+ | 0.6255 | 10.43 | 490 | 1.2230 |
540
+ | 0.9938 | 10.45 | 491 | 1.2227 |
541
+ | 0.8872 | 10.47 | 492 | 1.2227 |
542
+ | 0.735 | 10.49 | 493 | 1.2231 |
543
+ | 1.0497 | 10.51 | 494 | 1.2232 |
544
+ | 0.8326 | 10.53 | 495 | 1.2235 |
545
+ | 1.355 | 10.55 | 496 | 1.2238 |
546
+ | 0.9891 | 10.57 | 497 | 1.2240 |
547
+ | 0.8033 | 10.6 | 498 | 1.2241 |
548
+ | 0.8182 | 10.62 | 499 | 1.2243 |
549
+ | 0.8101 | 10.64 | 500 | 1.2244 |
550
+ | 1.1171 | 10.66 | 501 | 1.2244 |
551
+ | 0.959 | 10.68 | 502 | 1.2244 |
552
+ | 0.8329 | 10.7 | 503 | 1.2242 |
553
+ | 0.6569 | 10.72 | 504 | 1.2243 |
554
+ | 1.1443 | 10.74 | 505 | 1.2242 |
555
+ | 0.8434 | 10.77 | 506 | 1.2244 |
556
+ | 1.0466 | 10.79 | 507 | 1.2246 |
557
+ | 0.9287 | 10.81 | 508 | 1.2244 |
558
+ | 0.8067 | 10.83 | 509 | 1.2245 |
559
+ | 0.8815 | 10.85 | 510 | 1.2249 |
560
+ | 1.2351 | 10.87 | 511 | 1.2246 |
561
+ | 0.7042 | 10.89 | 512 | 1.2246 |
562
+ | 0.8259 | 10.91 | 513 | 1.2246 |
563
+ | 1.3063 | 10.94 | 514 | 1.2245 |
564
+ | 1.1074 | 10.96 | 515 | 1.2243 |
565
+ | 0.8808 | 10.98 | 516 | 1.2242 |
566
+ | 0.8679 | 11.0 | 517 | 1.2241 |
567
+ | 1.0254 | 11.02 | 518 | 1.2240 |
568
+ | 0.9236 | 11.04 | 519 | 1.2240 |
569
+ | 1.011 | 11.06 | 520 | 1.2241 |
570
+ | 0.6683 | 11.09 | 521 | 1.2242 |
571
+ | 0.8837 | 11.11 | 522 | 1.2244 |
572
+ | 1.013 | 11.13 | 523 | 1.2245 |
573
+ | 0.8163 | 11.15 | 524 | 1.2247 |
574
+ | 1.0104 | 11.17 | 525 | 1.2248 |
575
+ | 1.0783 | 11.19 | 526 | 1.2249 |
576
+ | 1.0922 | 11.21 | 527 | 1.2251 |
577
+ | 0.8259 | 11.23 | 528 | 1.2253 |
578
+ | 0.7912 | 11.26 | 529 | 1.2258 |
579
+ | 0.8184 | 11.28 | 530 | 1.2263 |
580
+ | 0.8809 | 11.3 | 531 | 1.2270 |
581
+ | 1.0698 | 11.32 | 532 | 1.2277 |
582
+ | 0.9594 | 11.34 | 533 | 1.2278 |
583
+ | 1.2471 | 11.36 | 534 | 1.2276 |
584
+ | 0.8184 | 11.38 | 535 | 1.2276 |
585
+ | 0.8824 | 11.4 | 536 | 1.2277 |
586
+ | 0.9076 | 11.43 | 537 | 1.2279 |
587
+ | 0.806 | 11.45 | 538 | 1.2281 |
588
+ | 0.9146 | 11.47 | 539 | 1.2283 |
589
+ | 0.8715 | 11.49 | 540 | 1.2285 |
590
+ | 0.9517 | 11.51 | 541 | 1.2286 |
591
+ | 1.0729 | 11.53 | 542 | 1.2286 |
592
+ | 0.9916 | 11.55 | 543 | 1.2283 |
593
+ | 0.9089 | 11.57 | 544 | 1.2281 |
594
+ | 0.9878 | 11.6 | 545 | 1.2276 |
595
+ | 1.0224 | 11.62 | 546 | 1.2268 |
596
+ | 1.0531 | 11.64 | 547 | 1.2262 |
597
+ | 1.067 | 11.66 | 548 | 1.2252 |
598
+ | 1.1402 | 11.68 | 549 | 1.2244 |
599
+ | 0.9552 | 11.7 | 550 | 1.2237 |
600
+ | 0.913 | 11.72 | 551 | 1.2231 |
601
+ | 0.5152 | 11.74 | 552 | 1.2228 |
602
+ | 0.8412 | 11.77 | 553 | 1.2227 |
603
+ | 0.5697 | 11.79 | 554 | 1.2229 |
604
+ | 0.8068 | 11.81 | 555 | 1.2230 |
605
+ | 0.9142 | 11.83 | 556 | 1.2231 |
606
+ | 1.0595 | 11.85 | 557 | 1.2232 |
607
+ | 0.77 | 11.87 | 558 | 1.2237 |
608
+ | 0.8781 | 11.89 | 559 | 1.2241 |
609
+ | 0.6798 | 11.91 | 560 | 1.2245 |
610
+ | 0.7254 | 11.94 | 561 | 1.2252 |
611
+ | 0.8196 | 11.96 | 562 | 1.2257 |
612
+ | 1.2182 | 11.98 | 563 | 1.2261 |
613
+ | 0.6839 | 12.0 | 564 | 1.2267 |
614
+ | 0.9614 | 12.02 | 565 | 1.2270 |
615
+ | 0.9045 | 12.04 | 566 | 1.2270 |
616
+ | 1.2186 | 12.06 | 567 | 1.2267 |
617
+ | 0.7714 | 12.09 | 568 | 1.2265 |
618
+ | 0.7868 | 12.11 | 569 | 1.2263 |
619
+ | 0.6934 | 12.13 | 570 | 1.2264 |
620
+ | 0.7521 | 12.15 | 571 | 1.2265 |
621
+ | 1.1429 | 12.17 | 572 | 1.2265 |
622
+ | 0.7981 | 12.19 | 573 | 1.2267 |
623
+ | 1.1508 | 12.21 | 574 | 1.2268 |
624
+ | 0.7887 | 12.23 | 575 | 1.2269 |
625
+ | 1.1157 | 12.26 | 576 | 1.2269 |
626
+ | 0.9693 | 12.28 | 577 | 1.2271 |
627
+ | 0.6783 | 12.3 | 578 | 1.2273 |
628
+ | 0.7375 | 12.32 | 579 | 1.2276 |
629
+ | 0.7851 | 12.34 | 580 | 1.2278 |
630
+ | 0.8485 | 12.36 | 581 | 1.2281 |
631
+ | 0.7239 | 12.38 | 582 | 1.2283 |
632
+ | 1.2064 | 12.4 | 583 | 1.2284 |
633
+ | 0.8828 | 12.43 | 584 | 1.2286 |
634
+ | 0.9791 | 12.45 | 585 | 1.2289 |
635
+ | 0.5679 | 12.47 | 586 | 1.2292 |
636
+ | 0.8562 | 12.49 | 587 | 1.2296 |
637
+ | 0.8473 | 12.51 | 588 | 1.2298 |
638
+ | 0.8534 | 12.53 | 589 | 1.2300 |
639
+ | 0.7977 | 12.55 | 590 | 1.2301 |
640
+ | 0.6877 | 12.57 | 591 | 1.2302 |
641
+ | 0.9068 | 12.6 | 592 | 1.2303 |
642
+ | 1.0501 | 12.62 | 593 | 1.2302 |
643
+ | 0.8659 | 12.64 | 594 | 1.2301 |
644
+ | 0.9847 | 12.66 | 595 | 1.2300 |
645
+ | 0.8394 | 12.68 | 596 | 1.2299 |
646
+ | 1.1309 | 12.7 | 597 | 1.2299 |
647
+ | 1.1101 | 12.72 | 598 | 1.2300 |
648
+ | 1.0249 | 12.74 | 599 | 1.2300 |
649
+ | 0.8355 | 12.77 | 600 | 1.2301 |
650
+ | 0.8521 | 12.79 | 601 | 1.2301 |
651
+ | 0.4543 | 12.81 | 602 | 1.2304 |
652
+ | 0.954 | 12.83 | 603 | 1.2305 |
653
+ | 1.2081 | 12.85 | 604 | 1.2304 |
654
+ | 0.8036 | 12.87 | 605 | 1.2303 |
655
+ | 1.0177 | 12.89 | 606 | 1.2304 |
656
+ | 0.9683 | 12.91 | 607 | 1.2303 |
657
+ | 0.8127 | 12.94 | 608 | 1.2302 |
658
+ | 0.9546 | 12.96 | 609 | 1.2301 |
659
+ | 0.9983 | 12.98 | 610 | 1.2299 |
660
+ | 0.9005 | 13.0 | 611 | 1.2297 |
661
+ | 0.6572 | 13.02 | 612 | 1.2296 |
662
+ | 0.9344 | 13.04 | 613 | 1.2298 |
663
+ | 0.7199 | 13.06 | 614 | 1.2302 |
664
+ | 0.8189 | 13.09 | 615 | 1.2306 |
665
+ | 0.6956 | 13.11 | 616 | 1.2310 |
666
+ | 1.0579 | 13.13 | 617 | 1.2314 |
667
+ | 0.7074 | 13.15 | 618 | 1.2317 |
668
+ | 0.819 | 13.17 | 619 | 1.2320 |
669
+ | 0.9636 | 13.19 | 620 | 1.2324 |
670
+ | 0.9793 | 13.21 | 621 | 1.2328 |
671
+ | 1.277 | 13.23 | 622 | 1.2330 |
672
+ | 0.6756 | 13.26 | 623 | 1.2334 |
673
+ | 0.7434 | 13.28 | 624 | 1.2337 |
674
+ | 0.6858 | 13.3 | 625 | 1.2342 |
675
+ | 0.6808 | 13.32 | 626 | 1.2345 |
676
+ | 1.0252 | 13.34 | 627 | 1.2347 |
677
+ | 0.5286 | 13.36 | 628 | 1.2350 |
678
+ | 0.7782 | 13.38 | 629 | 1.2354 |
679
+ | 0.8896 | 13.4 | 630 | 1.2356 |
680
+ | 0.7696 | 13.43 | 631 | 1.2358 |
681
+ | 0.943 | 13.45 | 632 | 1.2360 |
682
+ | 0.8693 | 13.47 | 633 | 1.2362 |
683
+ | 1.0619 | 13.49 | 634 | 1.2363 |
684
+ | 0.7923 | 13.51 | 635 | 1.2363 |
685
+ | 1.0486 | 13.53 | 636 | 1.2362 |
686
+ | 0.8259 | 13.55 | 637 | 1.2362 |
687
+ | 1.0124 | 13.57 | 638 | 1.2361 |
688
+ | 0.9727 | 13.6 | 639 | 1.2361 |
689
+ | 0.9889 | 13.62 | 640 | 1.2360 |
690
+ | 0.8328 | 13.64 | 641 | 1.2360 |
691
+ | 0.9412 | 13.66 | 642 | 1.2360 |
692
+ | 0.9981 | 13.68 | 643 | 1.2359 |
693
+ | 1.068 | 13.7 | 644 | 1.2358 |
694
+ | 0.8636 | 13.72 | 645 | 1.2356 |
695
+ | 0.9235 | 13.74 | 646 | 1.2355 |
696
+ | 1.0828 | 13.77 | 647 | 1.2353 |
697
+ | 0.9283 | 13.79 | 648 | 1.2351 |
698
+ | 0.7438 | 13.81 | 649 | 1.2350 |
699
+ | 1.0585 | 13.83 | 650 | 1.2348 |
700
+ | 1.0429 | 13.85 | 651 | 1.2346 |
701
+ | 0.9622 | 13.87 | 652 | 1.2344 |
702
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715
+ | 0.8987 | 14.17 | 666 | 1.2340 |
716
+ | 1.0643 | 14.19 | 667 | 1.2338 |
717
+ | 1.0915 | 14.21 | 668 | 1.2337 |
718
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+
756
+
757
+ ### Framework versions
758
+
759
+ - Transformers 4.38.1
760
+ - Pytorch 2.1.0+cu121
761
+ - Datasets 2.17.0
762
+ - Tokenizers 0.15.2
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