End of training
Browse files
README.md
CHANGED
|
@@ -67,7 +67,7 @@ wandb_entity:
|
|
| 67 |
gradient_accumulation_steps: 4
|
| 68 |
micro_batch_size: 16
|
| 69 |
eval_batch_size: 16
|
| 70 |
-
num_epochs:
|
| 71 |
optimizer: adamw_bnb_8bit
|
| 72 |
lr_scheduler: cosine
|
| 73 |
learning_rate: 0.0002
|
|
@@ -116,7 +116,7 @@ save_safetensors: true
|
|
| 116 |
|
| 117 |
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the None dataset.
|
| 118 |
It achieves the following results on the evaluation set:
|
| 119 |
-
- Loss: 0.
|
| 120 |
|
| 121 |
## Model description
|
| 122 |
|
|
@@ -144,1012 +144,22 @@ The following hyperparameters were used during training:
|
|
| 144 |
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
|
| 145 |
- lr_scheduler_type: cosine
|
| 146 |
- lr_scheduler_warmup_steps: 20
|
| 147 |
-
- num_epochs:
|
| 148 |
|
| 149 |
### Training results
|
| 150 |
|
| 151 |
-
| Training Loss | Epoch
|
| 152 |
-
|
| 153 |
-
| 1.334 | 0.6667
|
| 154 |
-
| 1.3476 | 1.3333
|
| 155 |
-
| 1.
|
| 156 |
-
| 1.
|
| 157 |
-
| 1.1755 | 3.3333
|
| 158 |
-
| 1.
|
| 159 |
-
| 0.
|
| 160 |
-
| 0.
|
| 161 |
-
| 0.
|
| 162 |
-
| 0.
|
| 163 |
-
| 0.2777 | 7.3333 | 11 | 0.2892 |
|
| 164 |
-
| 0.2191 | 8.0 | 12 | 0.2483 |
|
| 165 |
-
| 0.1747 | 8.6667 | 13 | 0.2174 |
|
| 166 |
-
| 0.1595 | 9.3333 | 14 | 0.2131 |
|
| 167 |
-
| 0.1526 | 10.0 | 15 | 0.1747 |
|
| 168 |
-
| 0.1177 | 10.6667 | 16 | 0.1537 |
|
| 169 |
-
| 0.087 | 11.3333 | 17 | 0.1459 |
|
| 170 |
-
| 0.1005 | 12.0 | 18 | 0.1610 |
|
| 171 |
-
| 0.0823 | 12.6667 | 19 | 0.1739 |
|
| 172 |
-
| 0.0769 | 13.3333 | 20 | 0.1614 |
|
| 173 |
-
| 0.0693 | 14.0 | 21 | 0.1523 |
|
| 174 |
-
| 0.0618 | 14.6667 | 22 | 0.1645 |
|
| 175 |
-
| 0.0571 | 15.3333 | 23 | 0.1591 |
|
| 176 |
-
| 0.0468 | 16.0 | 24 | 0.1427 |
|
| 177 |
-
| 0.0355 | 16.6667 | 25 | 0.1656 |
|
| 178 |
-
| 0.0355 | 17.3333 | 26 | 0.1900 |
|
| 179 |
-
| 0.0389 | 18.0 | 27 | 0.1734 |
|
| 180 |
-
| 0.0314 | 18.6667 | 28 | 0.1780 |
|
| 181 |
-
| 0.0216 | 19.3333 | 29 | 0.1946 |
|
| 182 |
-
| 0.027 | 20.0 | 30 | 0.2246 |
|
| 183 |
-
| 0.0182 | 20.6667 | 31 | 0.2307 |
|
| 184 |
-
| 0.0159 | 21.3333 | 32 | 0.2404 |
|
| 185 |
-
| 0.013 | 22.0 | 33 | 0.2605 |
|
| 186 |
-
| 0.0143 | 22.6667 | 34 | 0.2981 |
|
| 187 |
-
| 0.0629 | 23.3333 | 35 | 0.2668 |
|
| 188 |
-
| 0.0128 | 24.0 | 36 | 0.2713 |
|
| 189 |
-
| 0.0083 | 24.6667 | 37 | 0.2776 |
|
| 190 |
-
| 0.0138 | 25.3333 | 38 | 0.2692 |
|
| 191 |
-
| 0.0079 | 26.0 | 39 | 0.2750 |
|
| 192 |
-
| 0.0061 | 26.6667 | 40 | 0.2842 |
|
| 193 |
-
| 0.0103 | 27.3333 | 41 | 0.2706 |
|
| 194 |
-
| 0.0077 | 28.0 | 42 | 0.2726 |
|
| 195 |
-
| 0.0057 | 28.6667 | 43 | 0.2829 |
|
| 196 |
-
| 0.0063 | 29.3333 | 44 | 0.2975 |
|
| 197 |
-
| 0.0049 | 30.0 | 45 | 0.3123 |
|
| 198 |
-
| 0.0266 | 30.6667 | 46 | 0.3457 |
|
| 199 |
-
| 0.0029 | 31.3333 | 47 | 0.3873 |
|
| 200 |
-
| 0.0079 | 32.0 | 48 | 0.3586 |
|
| 201 |
-
| 0.0024 | 32.6667 | 49 | 0.3548 |
|
| 202 |
-
| 0.0024 | 33.3333 | 50 | 0.3479 |
|
| 203 |
-
| 0.0043 | 34.0 | 51 | 0.3543 |
|
| 204 |
-
| 0.001 | 34.6667 | 52 | 0.3563 |
|
| 205 |
-
| 0.0088 | 35.3333 | 53 | 0.3501 |
|
| 206 |
-
| 0.0008 | 36.0 | 54 | 0.3439 |
|
| 207 |
-
| 0.0025 | 36.6667 | 55 | 0.3281 |
|
| 208 |
-
| 0.0011 | 37.3333 | 56 | 0.3118 |
|
| 209 |
-
| 0.0025 | 38.0 | 57 | 0.2821 |
|
| 210 |
-
| 0.0009 | 38.6667 | 58 | 0.2753 |
|
| 211 |
-
| 0.0007 | 39.3333 | 59 | 0.2728 |
|
| 212 |
-
| 0.0037 | 40.0 | 60 | 0.2678 |
|
| 213 |
-
| 0.0007 | 40.6667 | 61 | 0.2694 |
|
| 214 |
-
| 0.0007 | 41.3333 | 62 | 0.2733 |
|
| 215 |
-
| 0.0006 | 42.0 | 63 | 0.2786 |
|
| 216 |
-
| 0.0008 | 42.6667 | 64 | 0.2866 |
|
| 217 |
-
| 0.0004 | 43.3333 | 65 | 0.2944 |
|
| 218 |
-
| 0.0009 | 44.0 | 66 | 0.2939 |
|
| 219 |
-
| 0.0005 | 44.6667 | 67 | 0.2976 |
|
| 220 |
-
| 0.0004 | 45.3333 | 68 | 0.2973 |
|
| 221 |
-
| 0.0008 | 46.0 | 69 | 0.2919 |
|
| 222 |
-
| 0.0002 | 46.6667 | 70 | 0.2854 |
|
| 223 |
-
| 0.0002 | 47.3333 | 71 | 0.2830 |
|
| 224 |
-
| 0.0001 | 48.0 | 72 | 0.2795 |
|
| 225 |
-
| 0.0001 | 48.6667 | 73 | 0.2784 |
|
| 226 |
-
| 0.0001 | 49.3333 | 74 | 0.2778 |
|
| 227 |
-
| 0.0001 | 50.0 | 75 | 0.2797 |
|
| 228 |
-
| 0.0001 | 50.6667 | 76 | 0.2794 |
|
| 229 |
-
| 0.0001 | 51.3333 | 77 | 0.2804 |
|
| 230 |
-
| 0.0001 | 52.0 | 78 | 0.2813 |
|
| 231 |
-
| 0.0001 | 52.6667 | 79 | 0.2823 |
|
| 232 |
-
| 0.0001 | 53.3333 | 80 | 0.2875 |
|
| 233 |
-
| 0.0001 | 54.0 | 81 | 0.2908 |
|
| 234 |
-
| 0.0001 | 54.6667 | 82 | 0.2953 |
|
| 235 |
-
| 0.0001 | 55.3333 | 83 | 0.2973 |
|
| 236 |
-
| 0.0001 | 56.0 | 84 | 0.2999 |
|
| 237 |
-
| 0.0001 | 56.6667 | 85 | 0.3030 |
|
| 238 |
-
| 0.0001 | 57.3333 | 86 | 0.3043 |
|
| 239 |
-
| 0.0001 | 58.0 | 87 | 0.3061 |
|
| 240 |
-
| 0.0001 | 58.6667 | 88 | 0.3073 |
|
| 241 |
-
| 0.0001 | 59.3333 | 89 | 0.3089 |
|
| 242 |
-
| 0.0001 | 60.0 | 90 | 0.3083 |
|
| 243 |
-
| 0.0001 | 60.6667 | 91 | 0.3032 |
|
| 244 |
-
| 0.0 | 61.3333 | 92 | 0.3028 |
|
| 245 |
-
| 0.0 | 62.0 | 93 | 0.3001 |
|
| 246 |
-
| 0.0 | 62.6667 | 94 | 0.2997 |
|
| 247 |
-
| 0.0 | 63.3333 | 95 | 0.2975 |
|
| 248 |
-
| 0.0 | 64.0 | 96 | 0.2991 |
|
| 249 |
-
| 0.0 | 64.6667 | 97 | 0.2969 |
|
| 250 |
-
| 0.0 | 65.3333 | 98 | 0.2976 |
|
| 251 |
-
| 0.0 | 66.0 | 99 | 0.2963 |
|
| 252 |
-
| 0.0 | 66.6667 | 100 | 0.2980 |
|
| 253 |
-
| 0.0 | 67.3333 | 101 | 0.2965 |
|
| 254 |
-
| 0.0 | 68.0 | 102 | 0.2968 |
|
| 255 |
-
| 0.0 | 68.6667 | 103 | 0.2971 |
|
| 256 |
-
| 0.0 | 69.3333 | 104 | 0.2958 |
|
| 257 |
-
| 0.0 | 70.0 | 105 | 0.2966 |
|
| 258 |
-
| 0.0 | 70.6667 | 106 | 0.2962 |
|
| 259 |
-
| 0.0 | 71.3333 | 107 | 0.2964 |
|
| 260 |
-
| 0.0 | 72.0 | 108 | 0.2967 |
|
| 261 |
-
| 0.0 | 72.6667 | 109 | 0.2985 |
|
| 262 |
-
| 0.0 | 73.3333 | 110 | 0.2980 |
|
| 263 |
-
| 0.0 | 74.0 | 111 | 0.2961 |
|
| 264 |
-
| 0.0 | 74.6667 | 112 | 0.2956 |
|
| 265 |
-
| 0.0 | 75.3333 | 113 | 0.2976 |
|
| 266 |
-
| 0.0 | 76.0 | 114 | 0.2946 |
|
| 267 |
-
| 0.0 | 76.6667 | 115 | 0.2961 |
|
| 268 |
-
| 0.0 | 77.3333 | 116 | 0.2969 |
|
| 269 |
-
| 0.0 | 78.0 | 117 | 0.2977 |
|
| 270 |
-
| 0.0 | 78.6667 | 118 | 0.2968 |
|
| 271 |
-
| 0.0 | 79.3333 | 119 | 0.2989 |
|
| 272 |
-
| 0.0 | 80.0 | 120 | 0.2996 |
|
| 273 |
-
| 0.0 | 80.6667 | 121 | 0.2970 |
|
| 274 |
-
| 0.0 | 81.3333 | 122 | 0.3008 |
|
| 275 |
-
| 0.0 | 82.0 | 123 | 0.2981 |
|
| 276 |
-
| 0.0 | 82.6667 | 124 | 0.2977 |
|
| 277 |
-
| 0.0 | 83.3333 | 125 | 0.2986 |
|
| 278 |
-
| 0.0 | 84.0 | 126 | 0.2997 |
|
| 279 |
-
| 0.0 | 84.6667 | 127 | 0.2980 |
|
| 280 |
-
| 0.0 | 85.3333 | 128 | 0.2997 |
|
| 281 |
-
| 0.0 | 86.0 | 129 | 0.2992 |
|
| 282 |
-
| 0.0 | 86.6667 | 130 | 0.2985 |
|
| 283 |
-
| 0.0 | 87.3333 | 131 | 0.3001 |
|
| 284 |
-
| 0.0 | 88.0 | 132 | 0.2994 |
|
| 285 |
-
| 0.0 | 88.6667 | 133 | 0.3002 |
|
| 286 |
-
| 0.0 | 89.3333 | 134 | 0.2980 |
|
| 287 |
-
| 0.0 | 90.0 | 135 | 0.2997 |
|
| 288 |
-
| 0.0 | 90.6667 | 136 | 0.2992 |
|
| 289 |
-
| 0.0 | 91.3333 | 137 | 0.2989 |
|
| 290 |
-
| 0.0 | 92.0 | 138 | 0.2996 |
|
| 291 |
-
| 0.0 | 92.6667 | 139 | 0.3013 |
|
| 292 |
-
| 0.0 | 93.3333 | 140 | 0.2990 |
|
| 293 |
-
| 0.0 | 94.0 | 141 | 0.2998 |
|
| 294 |
-
| 0.0 | 94.6667 | 142 | 0.2979 |
|
| 295 |
-
| 0.0 | 95.3333 | 143 | 0.3010 |
|
| 296 |
-
| 0.0 | 96.0 | 144 | 0.2998 |
|
| 297 |
-
| 0.0 | 96.6667 | 145 | 0.3021 |
|
| 298 |
-
| 0.0 | 97.3333 | 146 | 0.3003 |
|
| 299 |
-
| 0.0 | 98.0 | 147 | 0.3026 |
|
| 300 |
-
| 0.0 | 98.6667 | 148 | 0.3015 |
|
| 301 |
-
| 0.0 | 99.3333 | 149 | 0.3018 |
|
| 302 |
-
| 0.0 | 100.0 | 150 | 0.2995 |
|
| 303 |
-
| 0.0 | 100.6667 | 151 | 0.3006 |
|
| 304 |
-
| 0.0 | 101.3333 | 152 | 0.3013 |
|
| 305 |
-
| 0.0 | 102.0 | 153 | 0.3029 |
|
| 306 |
-
| 0.0 | 102.6667 | 154 | 0.3018 |
|
| 307 |
-
| 0.0 | 103.3333 | 155 | 0.3008 |
|
| 308 |
-
| 0.0 | 104.0 | 156 | 0.3003 |
|
| 309 |
-
| 0.0 | 104.6667 | 157 | 0.3034 |
|
| 310 |
-
| 0.0 | 105.3333 | 158 | 0.3029 |
|
| 311 |
-
| 0.0 | 106.0 | 159 | 0.3026 |
|
| 312 |
-
| 0.0 | 106.6667 | 160 | 0.3039 |
|
| 313 |
-
| 0.0 | 107.3333 | 161 | 0.3024 |
|
| 314 |
-
| 0.0 | 108.0 | 162 | 0.3029 |
|
| 315 |
-
| 0.0 | 108.6667 | 163 | 0.3047 |
|
| 316 |
-
| 0.0 | 109.3333 | 164 | 0.3017 |
|
| 317 |
-
| 0.0 | 110.0 | 165 | 0.3024 |
|
| 318 |
-
| 0.0 | 110.6667 | 166 | 0.3025 |
|
| 319 |
-
| 0.0 | 111.3333 | 167 | 0.3022 |
|
| 320 |
-
| 0.0 | 112.0 | 168 | 0.3039 |
|
| 321 |
-
| 0.0 | 112.6667 | 169 | 0.3027 |
|
| 322 |
-
| 0.0 | 113.3333 | 170 | 0.3031 |
|
| 323 |
-
| 0.0 | 114.0 | 171 | 0.3031 |
|
| 324 |
-
| 0.0 | 114.6667 | 172 | 0.3034 |
|
| 325 |
-
| 0.0 | 115.3333 | 173 | 0.3031 |
|
| 326 |
-
| 0.0 | 116.0 | 174 | 0.3025 |
|
| 327 |
-
| 0.0 | 116.6667 | 175 | 0.3036 |
|
| 328 |
-
| 0.0 | 117.3333 | 176 | 0.3033 |
|
| 329 |
-
| 0.0 | 118.0 | 177 | 0.3031 |
|
| 330 |
-
| 0.0 | 118.6667 | 178 | 0.3042 |
|
| 331 |
-
| 0.0 | 119.3333 | 179 | 0.3036 |
|
| 332 |
-
| 0.0 | 120.0 | 180 | 0.3047 |
|
| 333 |
-
| 0.0 | 120.6667 | 181 | 0.3043 |
|
| 334 |
-
| 0.0 | 121.3333 | 182 | 0.3036 |
|
| 335 |
-
| 0.0 | 122.0 | 183 | 0.3052 |
|
| 336 |
-
| 0.0 | 122.6667 | 184 | 0.3034 |
|
| 337 |
-
| 0.0 | 123.3333 | 185 | 0.3038 |
|
| 338 |
-
| 0.0 | 124.0 | 186 | 0.3048 |
|
| 339 |
-
| 0.0 | 124.6667 | 187 | 0.3049 |
|
| 340 |
-
| 0.0 | 125.3333 | 188 | 0.3032 |
|
| 341 |
-
| 0.0 | 126.0 | 189 | 0.3039 |
|
| 342 |
-
| 0.0 | 126.6667 | 190 | 0.3029 |
|
| 343 |
-
| 0.0 | 127.3333 | 191 | 0.3042 |
|
| 344 |
-
| 0.0 | 128.0 | 192 | 0.3031 |
|
| 345 |
-
| 0.0 | 128.6667 | 193 | 0.3060 |
|
| 346 |
-
| 0.0 | 129.3333 | 194 | 0.3050 |
|
| 347 |
-
| 0.0 | 130.0 | 195 | 0.3028 |
|
| 348 |
-
| 0.0 | 130.6667 | 196 | 0.3047 |
|
| 349 |
-
| 0.0 | 131.3333 | 197 | 0.3033 |
|
| 350 |
-
| 0.0 | 132.0 | 198 | 0.3044 |
|
| 351 |
-
| 0.0 | 132.6667 | 199 | 0.3048 |
|
| 352 |
-
| 0.0 | 133.3333 | 200 | 0.3050 |
|
| 353 |
-
| 0.0 | 134.0 | 201 | 0.3042 |
|
| 354 |
-
| 0.0 | 134.6667 | 202 | 0.3049 |
|
| 355 |
-
| 0.0 | 135.3333 | 203 | 0.3038 |
|
| 356 |
-
| 0.0 | 136.0 | 204 | 0.3048 |
|
| 357 |
-
| 0.0 | 136.6667 | 205 | 0.3062 |
|
| 358 |
-
| 0.0 | 137.3333 | 206 | 0.3053 |
|
| 359 |
-
| 0.0 | 138.0 | 207 | 0.3046 |
|
| 360 |
-
| 0.0 | 138.6667 | 208 | 0.3064 |
|
| 361 |
-
| 0.0 | 139.3333 | 209 | 0.3039 |
|
| 362 |
-
| 0.0 | 140.0 | 210 | 0.3051 |
|
| 363 |
-
| 0.0 | 140.6667 | 211 | 0.3059 |
|
| 364 |
-
| 0.0 | 141.3333 | 212 | 0.3062 |
|
| 365 |
-
| 0.0 | 142.0 | 213 | 0.3054 |
|
| 366 |
-
| 0.0 | 142.6667 | 214 | 0.3046 |
|
| 367 |
-
| 0.0 | 143.3333 | 215 | 0.3044 |
|
| 368 |
-
| 0.0 | 144.0 | 216 | 0.3055 |
|
| 369 |
-
| 0.0 | 144.6667 | 217 | 0.3071 |
|
| 370 |
-
| 0.0 | 145.3333 | 218 | 0.3065 |
|
| 371 |
-
| 0.0 | 146.0 | 219 | 0.3048 |
|
| 372 |
-
| 0.0 | 146.6667 | 220 | 0.3051 |
|
| 373 |
-
| 0.0 | 147.3333 | 221 | 0.3066 |
|
| 374 |
-
| 0.0 | 148.0 | 222 | 0.3069 |
|
| 375 |
-
| 0.0 | 148.6667 | 223 | 0.3070 |
|
| 376 |
-
| 0.0 | 149.3333 | 224 | 0.3069 |
|
| 377 |
-
| 0.0 | 150.0 | 225 | 0.3061 |
|
| 378 |
-
| 0.0 | 150.6667 | 226 | 0.3064 |
|
| 379 |
-
| 0.0 | 151.3333 | 227 | 0.3071 |
|
| 380 |
-
| 0.0 | 152.0 | 228 | 0.3076 |
|
| 381 |
-
| 0.0 | 152.6667 | 229 | 0.3074 |
|
| 382 |
-
| 0.0 | 153.3333 | 230 | 0.3082 |
|
| 383 |
-
| 0.0 | 154.0 | 231 | 0.3077 |
|
| 384 |
-
| 0.0 | 154.6667 | 232 | 0.3059 |
|
| 385 |
-
| 0.0 | 155.3333 | 233 | 0.3084 |
|
| 386 |
-
| 0.0 | 156.0 | 234 | 0.3066 |
|
| 387 |
-
| 0.0 | 156.6667 | 235 | 0.3076 |
|
| 388 |
-
| 0.0 | 157.3333 | 236 | 0.3093 |
|
| 389 |
-
| 0.0 | 158.0 | 237 | 0.3077 |
|
| 390 |
-
| 0.0 | 158.6667 | 238 | 0.3070 |
|
| 391 |
-
| 0.0 | 159.3333 | 239 | 0.3086 |
|
| 392 |
-
| 0.0 | 160.0 | 240 | 0.3084 |
|
| 393 |
-
| 0.0 | 160.6667 | 241 | 0.3080 |
|
| 394 |
-
| 0.0 | 161.3333 | 242 | 0.3079 |
|
| 395 |
-
| 0.0 | 162.0 | 243 | 0.3084 |
|
| 396 |
-
| 0.0 | 162.6667 | 244 | 0.3087 |
|
| 397 |
-
| 0.0 | 163.3333 | 245 | 0.3075 |
|
| 398 |
-
| 0.0 | 164.0 | 246 | 0.3082 |
|
| 399 |
-
| 0.0 | 164.6667 | 247 | 0.3096 |
|
| 400 |
-
| 0.0 | 165.3333 | 248 | 0.3086 |
|
| 401 |
-
| 0.0 | 166.0 | 249 | 0.3072 |
|
| 402 |
-
| 0.0 | 166.6667 | 250 | 0.3098 |
|
| 403 |
-
| 0.0 | 167.3333 | 251 | 0.3076 |
|
| 404 |
-
| 0.0 | 168.0 | 252 | 0.3093 |
|
| 405 |
-
| 0.0 | 168.6667 | 253 | 0.3085 |
|
| 406 |
-
| 0.0 | 169.3333 | 254 | 0.3091 |
|
| 407 |
-
| 0.0 | 170.0 | 255 | 0.3078 |
|
| 408 |
-
| 0.0 | 170.6667 | 256 | 0.3096 |
|
| 409 |
-
| 0.0 | 171.3333 | 257 | 0.3085 |
|
| 410 |
-
| 0.0 | 172.0 | 258 | 0.3087 |
|
| 411 |
-
| 0.0 | 172.6667 | 259 | 0.3084 |
|
| 412 |
-
| 0.0 | 173.3333 | 260 | 0.3088 |
|
| 413 |
-
| 0.0 | 174.0 | 261 | 0.3091 |
|
| 414 |
-
| 0.0 | 174.6667 | 262 | 0.3099 |
|
| 415 |
-
| 0.0 | 175.3333 | 263 | 0.3094 |
|
| 416 |
-
| 0.0 | 176.0 | 264 | 0.3094 |
|
| 417 |
-
| 0.0 | 176.6667 | 265 | 0.3094 |
|
| 418 |
-
| 0.0 | 177.3333 | 266 | 0.3085 |
|
| 419 |
-
| 0.0 | 178.0 | 267 | 0.3080 |
|
| 420 |
-
| 0.0 | 178.6667 | 268 | 0.3076 |
|
| 421 |
-
| 0.0 | 179.3333 | 269 | 0.3097 |
|
| 422 |
-
| 0.0 | 180.0 | 270 | 0.3104 |
|
| 423 |
-
| 0.0 | 180.6667 | 271 | 0.3087 |
|
| 424 |
-
| 0.0 | 181.3333 | 272 | 0.3086 |
|
| 425 |
-
| 0.0 | 182.0 | 273 | 0.3103 |
|
| 426 |
-
| 0.0 | 182.6667 | 274 | 0.3106 |
|
| 427 |
-
| 0.0 | 183.3333 | 275 | 0.3084 |
|
| 428 |
-
| 0.0 | 184.0 | 276 | 0.3114 |
|
| 429 |
-
| 0.0 | 184.6667 | 277 | 0.3095 |
|
| 430 |
-
| 0.0 | 185.3333 | 278 | 0.3103 |
|
| 431 |
-
| 0.0 | 186.0 | 279 | 0.3098 |
|
| 432 |
-
| 0.0 | 186.6667 | 280 | 0.3098 |
|
| 433 |
-
| 0.0 | 187.3333 | 281 | 0.3111 |
|
| 434 |
-
| 0.0 | 188.0 | 282 | 0.3115 |
|
| 435 |
-
| 0.0 | 188.6667 | 283 | 0.3114 |
|
| 436 |
-
| 0.0 | 189.3333 | 284 | 0.3098 |
|
| 437 |
-
| 0.0 | 190.0 | 285 | 0.3116 |
|
| 438 |
-
| 0.0 | 190.6667 | 286 | 0.3101 |
|
| 439 |
-
| 0.0 | 191.3333 | 287 | 0.3117 |
|
| 440 |
-
| 0.0 | 192.0 | 288 | 0.3093 |
|
| 441 |
-
| 0.0 | 192.6667 | 289 | 0.3126 |
|
| 442 |
-
| 0.0 | 193.3333 | 290 | 0.3124 |
|
| 443 |
-
| 0.0 | 194.0 | 291 | 0.3110 |
|
| 444 |
-
| 0.0 | 194.6667 | 292 | 0.3126 |
|
| 445 |
-
| 0.0 | 195.3333 | 293 | 0.3102 |
|
| 446 |
-
| 0.0 | 196.0 | 294 | 0.3112 |
|
| 447 |
-
| 0.0 | 196.6667 | 295 | 0.3116 |
|
| 448 |
-
| 0.0 | 197.3333 | 296 | 0.3119 |
|
| 449 |
-
| 0.0 | 198.0 | 297 | 0.3101 |
|
| 450 |
-
| 0.0 | 198.6667 | 298 | 0.3109 |
|
| 451 |
-
| 0.0 | 199.3333 | 299 | 0.3126 |
|
| 452 |
-
| 0.0 | 200.0 | 300 | 0.3111 |
|
| 453 |
-
| 0.0 | 200.6667 | 301 | 0.3124 |
|
| 454 |
-
| 0.0 | 201.3333 | 302 | 0.3126 |
|
| 455 |
-
| 0.0 | 202.0 | 303 | 0.3120 |
|
| 456 |
-
| 0.0 | 202.6667 | 304 | 0.3141 |
|
| 457 |
-
| 0.0 | 203.3333 | 305 | 0.3126 |
|
| 458 |
-
| 0.0 | 204.0 | 306 | 0.3139 |
|
| 459 |
-
| 0.0 | 204.6667 | 307 | 0.3117 |
|
| 460 |
-
| 0.0 | 205.3333 | 308 | 0.3134 |
|
| 461 |
-
| 0.0 | 206.0 | 309 | 0.3109 |
|
| 462 |
-
| 0.0 | 206.6667 | 310 | 0.3122 |
|
| 463 |
-
| 0.0 | 207.3333 | 311 | 0.3116 |
|
| 464 |
-
| 0.0 | 208.0 | 312 | 0.3126 |
|
| 465 |
-
| 0.0 | 208.6667 | 313 | 0.3127 |
|
| 466 |
-
| 0.0 | 209.3333 | 314 | 0.3130 |
|
| 467 |
-
| 0.0 | 210.0 | 315 | 0.3130 |
|
| 468 |
-
| 0.0 | 210.6667 | 316 | 0.3135 |
|
| 469 |
-
| 0.0 | 211.3333 | 317 | 0.3137 |
|
| 470 |
-
| 0.0 | 212.0 | 318 | 0.3119 |
|
| 471 |
-
| 0.0 | 212.6667 | 319 | 0.3133 |
|
| 472 |
-
| 0.0 | 213.3333 | 320 | 0.3131 |
|
| 473 |
-
| 0.0 | 214.0 | 321 | 0.3129 |
|
| 474 |
-
| 0.0 | 214.6667 | 322 | 0.3138 |
|
| 475 |
-
| 0.0 | 215.3333 | 323 | 0.3115 |
|
| 476 |
-
| 0.0 | 216.0 | 324 | 0.3109 |
|
| 477 |
-
| 0.0 | 216.6667 | 325 | 0.3123 |
|
| 478 |
-
| 0.0 | 217.3333 | 326 | 0.3123 |
|
| 479 |
-
| 0.0 | 218.0 | 327 | 0.3136 |
|
| 480 |
-
| 0.0 | 218.6667 | 328 | 0.3135 |
|
| 481 |
-
| 0.0 | 219.3333 | 329 | 0.3150 |
|
| 482 |
-
| 0.0 | 220.0 | 330 | 0.3123 |
|
| 483 |
-
| 0.0 | 220.6667 | 331 | 0.3131 |
|
| 484 |
-
| 0.0 | 221.3333 | 332 | 0.3137 |
|
| 485 |
-
| 0.0 | 222.0 | 333 | 0.3150 |
|
| 486 |
-
| 0.0 | 222.6667 | 334 | 0.3152 |
|
| 487 |
-
| 0.0 | 223.3333 | 335 | 0.3121 |
|
| 488 |
-
| 0.0 | 224.0 | 336 | 0.3167 |
|
| 489 |
-
| 0.0 | 224.6667 | 337 | 0.3146 |
|
| 490 |
-
| 0.0 | 225.3333 | 338 | 0.3144 |
|
| 491 |
-
| 0.0 | 226.0 | 339 | 0.3148 |
|
| 492 |
-
| 0.0 | 226.6667 | 340 | 0.3138 |
|
| 493 |
-
| 0.0 | 227.3333 | 341 | 0.3138 |
|
| 494 |
-
| 0.0 | 228.0 | 342 | 0.3155 |
|
| 495 |
-
| 0.0 | 228.6667 | 343 | 0.3155 |
|
| 496 |
-
| 0.0 | 229.3333 | 344 | 0.3157 |
|
| 497 |
-
| 0.0 | 230.0 | 345 | 0.3137 |
|
| 498 |
-
| 0.0 | 230.6667 | 346 | 0.3144 |
|
| 499 |
-
| 0.0 | 231.3333 | 347 | 0.3150 |
|
| 500 |
-
| 0.0 | 232.0 | 348 | 0.3142 |
|
| 501 |
-
| 0.0 | 232.6667 | 349 | 0.3142 |
|
| 502 |
-
| 0.0 | 233.3333 | 350 | 0.3155 |
|
| 503 |
-
| 0.0 | 234.0 | 351 | 0.3134 |
|
| 504 |
-
| 0.0 | 234.6667 | 352 | 0.3156 |
|
| 505 |
-
| 0.0 | 235.3333 | 353 | 0.3141 |
|
| 506 |
-
| 0.0 | 236.0 | 354 | 0.3152 |
|
| 507 |
-
| 0.0 | 236.6667 | 355 | 0.3144 |
|
| 508 |
-
| 0.0 | 237.3333 | 356 | 0.3132 |
|
| 509 |
-
| 0.0 | 238.0 | 357 | 0.3140 |
|
| 510 |
-
| 0.0 | 238.6667 | 358 | 0.3148 |
|
| 511 |
-
| 0.0 | 239.3333 | 359 | 0.3151 |
|
| 512 |
-
| 0.0 | 240.0 | 360 | 0.3154 |
|
| 513 |
-
| 0.0 | 240.6667 | 361 | 0.3170 |
|
| 514 |
-
| 0.0 | 241.3333 | 362 | 0.3150 |
|
| 515 |
-
| 0.0 | 242.0 | 363 | 0.3159 |
|
| 516 |
-
| 0.0 | 242.6667 | 364 | 0.3153 |
|
| 517 |
-
| 0.0 | 243.3333 | 365 | 0.3166 |
|
| 518 |
-
| 0.0 | 244.0 | 366 | 0.3156 |
|
| 519 |
-
| 0.0 | 244.6667 | 367 | 0.3149 |
|
| 520 |
-
| 0.0 | 245.3333 | 368 | 0.3173 |
|
| 521 |
-
| 0.0 | 246.0 | 369 | 0.3147 |
|
| 522 |
-
| 0.0 | 246.6667 | 370 | 0.3174 |
|
| 523 |
-
| 0.0 | 247.3333 | 371 | 0.3174 |
|
| 524 |
-
| 0.0 | 248.0 | 372 | 0.3178 |
|
| 525 |
-
| 0.0 | 248.6667 | 373 | 0.3150 |
|
| 526 |
-
| 0.0 | 249.3333 | 374 | 0.3162 |
|
| 527 |
-
| 0.0 | 250.0 | 375 | 0.3142 |
|
| 528 |
-
| 0.0 | 250.6667 | 376 | 0.3158 |
|
| 529 |
-
| 0.0 | 251.3333 | 377 | 0.3149 |
|
| 530 |
-
| 0.0 | 252.0 | 378 | 0.3170 |
|
| 531 |
-
| 0.0 | 252.6667 | 379 | 0.3155 |
|
| 532 |
-
| 0.0 | 253.3333 | 380 | 0.3154 |
|
| 533 |
-
| 0.0 | 254.0 | 381 | 0.3134 |
|
| 534 |
-
| 0.0 | 254.6667 | 382 | 0.3141 |
|
| 535 |
-
| 0.0 | 255.3333 | 383 | 0.3160 |
|
| 536 |
-
| 0.0 | 256.0 | 384 | 0.3176 |
|
| 537 |
-
| 0.0 | 256.6667 | 385 | 0.3175 |
|
| 538 |
-
| 0.0 | 257.3333 | 386 | 0.3163 |
|
| 539 |
-
| 0.0 | 258.0 | 387 | 0.3193 |
|
| 540 |
-
| 0.0 | 258.6667 | 388 | 0.3181 |
|
| 541 |
-
| 0.0 | 259.3333 | 389 | 0.3156 |
|
| 542 |
-
| 0.0 | 260.0 | 390 | 0.3172 |
|
| 543 |
-
| 0.0 | 260.6667 | 391 | 0.3165 |
|
| 544 |
-
| 0.0 | 261.3333 | 392 | 0.3165 |
|
| 545 |
-
| 0.0 | 262.0 | 393 | 0.3161 |
|
| 546 |
-
| 0.0 | 262.6667 | 394 | 0.3166 |
|
| 547 |
-
| 0.0 | 263.3333 | 395 | 0.3148 |
|
| 548 |
-
| 0.0 | 264.0 | 396 | 0.3170 |
|
| 549 |
-
| 0.0 | 264.6667 | 397 | 0.3141 |
|
| 550 |
-
| 0.0 | 265.3333 | 398 | 0.3172 |
|
| 551 |
-
| 0.0 | 266.0 | 399 | 0.3169 |
|
| 552 |
-
| 0.0 | 266.6667 | 400 | 0.3160 |
|
| 553 |
-
| 0.0 | 267.3333 | 401 | 0.3164 |
|
| 554 |
-
| 0.0 | 268.0 | 402 | 0.3170 |
|
| 555 |
-
| 0.0 | 268.6667 | 403 | 0.3161 |
|
| 556 |
-
| 0.0 | 269.3333 | 404 | 0.3151 |
|
| 557 |
-
| 0.0 | 270.0 | 405 | 0.3163 |
|
| 558 |
-
| 0.0 | 270.6667 | 406 | 0.3164 |
|
| 559 |
-
| 0.0 | 271.3333 | 407 | 0.3168 |
|
| 560 |
-
| 0.0 | 272.0 | 408 | 0.3167 |
|
| 561 |
-
| 0.0 | 272.6667 | 409 | 0.3174 |
|
| 562 |
-
| 0.0 | 273.3333 | 410 | 0.3144 |
|
| 563 |
-
| 0.0 | 274.0 | 411 | 0.3146 |
|
| 564 |
-
| 0.0 | 274.6667 | 412 | 0.3181 |
|
| 565 |
-
| 0.0 | 275.3333 | 413 | 0.3166 |
|
| 566 |
-
| 0.0 | 276.0 | 414 | 0.3172 |
|
| 567 |
-
| 0.0 | 276.6667 | 415 | 0.3157 |
|
| 568 |
-
| 0.0 | 277.3333 | 416 | 0.3180 |
|
| 569 |
-
| 0.0 | 278.0 | 417 | 0.3170 |
|
| 570 |
-
| 0.0 | 278.6667 | 418 | 0.3160 |
|
| 571 |
-
| 0.0 | 279.3333 | 419 | 0.3163 |
|
| 572 |
-
| 0.0 | 280.0 | 420 | 0.3171 |
|
| 573 |
-
| 0.0 | 280.6667 | 421 | 0.3161 |
|
| 574 |
-
| 0.0 | 281.3333 | 422 | 0.3157 |
|
| 575 |
-
| 0.0 | 282.0 | 423 | 0.3161 |
|
| 576 |
-
| 0.0 | 282.6667 | 424 | 0.3171 |
|
| 577 |
-
| 0.0 | 283.3333 | 425 | 0.3164 |
|
| 578 |
-
| 0.0 | 284.0 | 426 | 0.3169 |
|
| 579 |
-
| 0.0 | 284.6667 | 427 | 0.3167 |
|
| 580 |
-
| 0.0 | 285.3333 | 428 | 0.3183 |
|
| 581 |
-
| 0.0 | 286.0 | 429 | 0.3180 |
|
| 582 |
-
| 0.0 | 286.6667 | 430 | 0.3169 |
|
| 583 |
-
| 0.0 | 287.3333 | 431 | 0.3182 |
|
| 584 |
-
| 0.0 | 288.0 | 432 | 0.3163 |
|
| 585 |
-
| 0.0 | 288.6667 | 433 | 0.3169 |
|
| 586 |
-
| 0.0 | 289.3333 | 434 | 0.3178 |
|
| 587 |
-
| 0.0 | 290.0 | 435 | 0.3191 |
|
| 588 |
-
| 0.0 | 290.6667 | 436 | 0.3200 |
|
| 589 |
-
| 0.0 | 291.3333 | 437 | 0.3174 |
|
| 590 |
-
| 0.0 | 292.0 | 438 | 0.3143 |
|
| 591 |
-
| 0.0 | 292.6667 | 439 | 0.3178 |
|
| 592 |
-
| 0.0 | 293.3333 | 440 | 0.3162 |
|
| 593 |
-
| 0.0 | 294.0 | 441 | 0.3178 |
|
| 594 |
-
| 0.0 | 294.6667 | 442 | 0.3168 |
|
| 595 |
-
| 0.0 | 295.3333 | 443 | 0.3184 |
|
| 596 |
-
| 0.0 | 296.0 | 444 | 0.3160 |
|
| 597 |
-
| 0.0 | 296.6667 | 445 | 0.3168 |
|
| 598 |
-
| 0.0 | 297.3333 | 446 | 0.3171 |
|
| 599 |
-
| 0.0 | 298.0 | 447 | 0.3159 |
|
| 600 |
-
| 0.0 | 298.6667 | 448 | 0.3170 |
|
| 601 |
-
| 0.0 | 299.3333 | 449 | 0.3172 |
|
| 602 |
-
| 0.0 | 300.0 | 450 | 0.3182 |
|
| 603 |
-
| 0.0 | 300.6667 | 451 | 0.3173 |
|
| 604 |
-
| 0.0 | 301.3333 | 452 | 0.3158 |
|
| 605 |
-
| 0.0 | 302.0 | 453 | 0.3178 |
|
| 606 |
-
| 0.0 | 302.6667 | 454 | 0.3166 |
|
| 607 |
-
| 0.0 | 303.3333 | 455 | 0.3167 |
|
| 608 |
-
| 0.0 | 304.0 | 456 | 0.3151 |
|
| 609 |
-
| 0.0 | 304.6667 | 457 | 0.3179 |
|
| 610 |
-
| 0.0 | 305.3333 | 458 | 0.3174 |
|
| 611 |
-
| 0.0 | 306.0 | 459 | 0.3162 |
|
| 612 |
-
| 0.0 | 306.6667 | 460 | 0.3175 |
|
| 613 |
-
| 0.0 | 307.3333 | 461 | 0.3179 |
|
| 614 |
-
| 0.0 | 308.0 | 462 | 0.3151 |
|
| 615 |
-
| 0.0 | 308.6667 | 463 | 0.3167 |
|
| 616 |
-
| 0.0 | 309.3333 | 464 | 0.3176 |
|
| 617 |
-
| 0.0 | 310.0 | 465 | 0.3169 |
|
| 618 |
-
| 0.0 | 310.6667 | 466 | 0.3188 |
|
| 619 |
-
| 0.0 | 311.3333 | 467 | 0.3176 |
|
| 620 |
-
| 0.0 | 312.0 | 468 | 0.3171 |
|
| 621 |
-
| 0.0 | 312.6667 | 469 | 0.3182 |
|
| 622 |
-
| 0.0 | 313.3333 | 470 | 0.3176 |
|
| 623 |
-
| 0.0 | 314.0 | 471 | 0.3171 |
|
| 624 |
-
| 0.0 | 314.6667 | 472 | 0.3183 |
|
| 625 |
-
| 0.0 | 315.3333 | 473 | 0.3165 |
|
| 626 |
-
| 0.0 | 316.0 | 474 | 0.3170 |
|
| 627 |
-
| 0.0 | 316.6667 | 475 | 0.3171 |
|
| 628 |
-
| 0.0 | 317.3333 | 476 | 0.3166 |
|
| 629 |
-
| 0.0 | 318.0 | 477 | 0.3175 |
|
| 630 |
-
| 0.0 | 318.6667 | 478 | 0.3153 |
|
| 631 |
-
| 0.0 | 319.3333 | 479 | 0.3180 |
|
| 632 |
-
| 0.0 | 320.0 | 480 | 0.3160 |
|
| 633 |
-
| 0.0 | 320.6667 | 481 | 0.3191 |
|
| 634 |
-
| 0.0 | 321.3333 | 482 | 0.3165 |
|
| 635 |
-
| 0.0 | 322.0 | 483 | 0.3182 |
|
| 636 |
-
| 0.0 | 322.6667 | 484 | 0.3166 |
|
| 637 |
-
| 0.0 | 323.3333 | 485 | 0.3171 |
|
| 638 |
-
| 0.0 | 324.0 | 486 | 0.3207 |
|
| 639 |
-
| 0.0 | 324.6667 | 487 | 0.3165 |
|
| 640 |
-
| 0.0 | 325.3333 | 488 | 0.3172 |
|
| 641 |
-
| 0.0 | 326.0 | 489 | 0.3182 |
|
| 642 |
-
| 0.0 | 326.6667 | 490 | 0.3175 |
|
| 643 |
-
| 0.0 | 327.3333 | 491 | 0.3192 |
|
| 644 |
-
| 0.0 | 328.0 | 492 | 0.3174 |
|
| 645 |
-
| 0.0 | 328.6667 | 493 | 0.3166 |
|
| 646 |
-
| 0.0 | 329.3333 | 494 | 0.3156 |
|
| 647 |
-
| 0.0 | 330.0 | 495 | 0.3172 |
|
| 648 |
-
| 0.0 | 330.6667 | 496 | 0.3163 |
|
| 649 |
-
| 0.0 | 331.3333 | 497 | 0.3169 |
|
| 650 |
-
| 0.0 | 332.0 | 498 | 0.3166 |
|
| 651 |
-
| 0.0 | 332.6667 | 499 | 0.3185 |
|
| 652 |
-
| 0.0 | 333.3333 | 500 | 0.3169 |
|
| 653 |
-
| 0.0 | 334.0 | 501 | 0.3188 |
|
| 654 |
-
| 0.0 | 334.6667 | 502 | 0.3182 |
|
| 655 |
-
| 0.0 | 335.3333 | 503 | 0.3171 |
|
| 656 |
-
| 0.0 | 336.0 | 504 | 0.3195 |
|
| 657 |
-
| 0.0 | 336.6667 | 505 | 0.3167 |
|
| 658 |
-
| 0.0 | 337.3333 | 506 | 0.3169 |
|
| 659 |
-
| 0.0 | 338.0 | 507 | 0.3189 |
|
| 660 |
-
| 0.0 | 338.6667 | 508 | 0.3183 |
|
| 661 |
-
| 0.0 | 339.3333 | 509 | 0.3170 |
|
| 662 |
-
| 0.0 | 340.0 | 510 | 0.3185 |
|
| 663 |
-
| 0.0 | 340.6667 | 511 | 0.3178 |
|
| 664 |
-
| 0.0 | 341.3333 | 512 | 0.3177 |
|
| 665 |
-
| 0.0 | 342.0 | 513 | 0.3174 |
|
| 666 |
-
| 0.0 | 342.6667 | 514 | 0.3177 |
|
| 667 |
-
| 0.0 | 343.3333 | 515 | 0.3165 |
|
| 668 |
-
| 0.0 | 344.0 | 516 | 0.3175 |
|
| 669 |
-
| 0.0 | 344.6667 | 517 | 0.3177 |
|
| 670 |
-
| 0.0 | 345.3333 | 518 | 0.3186 |
|
| 671 |
-
| 0.0 | 346.0 | 519 | 0.3170 |
|
| 672 |
-
| 0.0 | 346.6667 | 520 | 0.3188 |
|
| 673 |
-
| 0.0 | 347.3333 | 521 | 0.3183 |
|
| 674 |
-
| 0.0 | 348.0 | 522 | 0.3168 |
|
| 675 |
-
| 0.0 | 348.6667 | 523 | 0.3161 |
|
| 676 |
-
| 0.0 | 349.3333 | 524 | 0.3166 |
|
| 677 |
-
| 0.0 | 350.0 | 525 | 0.3178 |
|
| 678 |
-
| 0.0 | 350.6667 | 526 | 0.3185 |
|
| 679 |
-
| 0.0 | 351.3333 | 527 | 0.3189 |
|
| 680 |
-
| 0.0 | 352.0 | 528 | 0.3176 |
|
| 681 |
-
| 0.0 | 352.6667 | 529 | 0.3162 |
|
| 682 |
-
| 0.0 | 353.3333 | 530 | 0.3166 |
|
| 683 |
-
| 0.0 | 354.0 | 531 | 0.3158 |
|
| 684 |
-
| 0.0 | 354.6667 | 532 | 0.3177 |
|
| 685 |
-
| 0.0 | 355.3333 | 533 | 0.3192 |
|
| 686 |
-
| 0.0 | 356.0 | 534 | 0.3179 |
|
| 687 |
-
| 0.0 | 356.6667 | 535 | 0.3181 |
|
| 688 |
-
| 0.0 | 357.3333 | 536 | 0.3178 |
|
| 689 |
-
| 0.0 | 358.0 | 537 | 0.3174 |
|
| 690 |
-
| 0.0 | 358.6667 | 538 | 0.3187 |
|
| 691 |
-
| 0.0 | 359.3333 | 539 | 0.3185 |
|
| 692 |
-
| 0.0 | 360.0 | 540 | 0.3176 |
|
| 693 |
-
| 0.0 | 360.6667 | 541 | 0.3172 |
|
| 694 |
-
| 0.0 | 361.3333 | 542 | 0.3177 |
|
| 695 |
-
| 0.0 | 362.0 | 543 | 0.3184 |
|
| 696 |
-
| 0.0 | 362.6667 | 544 | 0.3174 |
|
| 697 |
-
| 0.0 | 363.3333 | 545 | 0.3180 |
|
| 698 |
-
| 0.0 | 364.0 | 546 | 0.3166 |
|
| 699 |
-
| 0.0 | 364.6667 | 547 | 0.3185 |
|
| 700 |
-
| 0.0 | 365.3333 | 548 | 0.3184 |
|
| 701 |
-
| 0.0 | 366.0 | 549 | 0.3170 |
|
| 702 |
-
| 0.0 | 366.6667 | 550 | 0.3176 |
|
| 703 |
-
| 0.0 | 367.3333 | 551 | 0.3188 |
|
| 704 |
-
| 0.0 | 368.0 | 552 | 0.3159 |
|
| 705 |
-
| 0.0 | 368.6667 | 553 | 0.3187 |
|
| 706 |
-
| 0.0 | 369.3333 | 554 | 0.3168 |
|
| 707 |
-
| 0.0 | 370.0 | 555 | 0.3172 |
|
| 708 |
-
| 0.0 | 370.6667 | 556 | 0.3182 |
|
| 709 |
-
| 0.0 | 371.3333 | 557 | 0.3196 |
|
| 710 |
-
| 0.0 | 372.0 | 558 | 0.3187 |
|
| 711 |
-
| 0.0 | 372.6667 | 559 | 0.3176 |
|
| 712 |
-
| 0.0 | 373.3333 | 560 | 0.3163 |
|
| 713 |
-
| 0.0 | 374.0 | 561 | 0.3194 |
|
| 714 |
-
| 0.0 | 374.6667 | 562 | 0.3178 |
|
| 715 |
-
| 0.0 | 375.3333 | 563 | 0.3198 |
|
| 716 |
-
| 0.0 | 376.0 | 564 | 0.3162 |
|
| 717 |
-
| 0.0 | 376.6667 | 565 | 0.3179 |
|
| 718 |
-
| 0.0 | 377.3333 | 566 | 0.3190 |
|
| 719 |
-
| 0.0 | 378.0 | 567 | 0.3197 |
|
| 720 |
-
| 0.0 | 378.6667 | 568 | 0.3174 |
|
| 721 |
-
| 0.0 | 379.3333 | 569 | 0.3162 |
|
| 722 |
-
| 0.0 | 380.0 | 570 | 0.3198 |
|
| 723 |
-
| 0.0 | 380.6667 | 571 | 0.3198 |
|
| 724 |
-
| 0.0 | 381.3333 | 572 | 0.3173 |
|
| 725 |
-
| 0.0 | 382.0 | 573 | 0.3167 |
|
| 726 |
-
| 0.0 | 382.6667 | 574 | 0.3163 |
|
| 727 |
-
| 0.0 | 383.3333 | 575 | 0.3168 |
|
| 728 |
-
| 0.0 | 384.0 | 576 | 0.3204 |
|
| 729 |
-
| 0.0 | 384.6667 | 577 | 0.3167 |
|
| 730 |
-
| 0.0 | 385.3333 | 578 | 0.3152 |
|
| 731 |
-
| 0.0 | 386.0 | 579 | 0.3184 |
|
| 732 |
-
| 0.0 | 386.6667 | 580 | 0.3176 |
|
| 733 |
-
| 0.0 | 387.3333 | 581 | 0.3171 |
|
| 734 |
-
| 0.0 | 388.0 | 582 | 0.3166 |
|
| 735 |
-
| 0.0 | 388.6667 | 583 | 0.3177 |
|
| 736 |
-
| 0.0 | 389.3333 | 584 | 0.3171 |
|
| 737 |
-
| 0.0 | 390.0 | 585 | 0.3165 |
|
| 738 |
-
| 0.0 | 390.6667 | 586 | 0.3183 |
|
| 739 |
-
| 0.0 | 391.3333 | 587 | 0.3169 |
|
| 740 |
-
| 0.0 | 392.0 | 588 | 0.3154 |
|
| 741 |
-
| 0.0 | 392.6667 | 589 | 0.3167 |
|
| 742 |
-
| 0.0 | 393.3333 | 590 | 0.3169 |
|
| 743 |
-
| 0.0 | 394.0 | 591 | 0.3189 |
|
| 744 |
-
| 0.0 | 394.6667 | 592 | 0.3171 |
|
| 745 |
-
| 0.0 | 395.3333 | 593 | 0.3178 |
|
| 746 |
-
| 0.0 | 396.0 | 594 | 0.3175 |
|
| 747 |
-
| 0.0 | 396.6667 | 595 | 0.3161 |
|
| 748 |
-
| 0.0 | 397.3333 | 596 | 0.3168 |
|
| 749 |
-
| 0.0 | 398.0 | 597 | 0.3169 |
|
| 750 |
-
| 0.0 | 398.6667 | 598 | 0.3189 |
|
| 751 |
-
| 0.0 | 399.3333 | 599 | 0.3178 |
|
| 752 |
-
| 0.0 | 400.0 | 600 | 0.3173 |
|
| 753 |
-
| 0.0 | 400.6667 | 601 | 0.3177 |
|
| 754 |
-
| 0.0 | 401.3333 | 602 | 0.3170 |
|
| 755 |
-
| 0.0 | 402.0 | 603 | 0.3180 |
|
| 756 |
-
| 0.0 | 402.6667 | 604 | 0.3179 |
|
| 757 |
-
| 0.0 | 403.3333 | 605 | 0.3157 |
|
| 758 |
-
| 0.0 | 404.0 | 606 | 0.3177 |
|
| 759 |
-
| 0.0 | 404.6667 | 607 | 0.3180 |
|
| 760 |
-
| 0.0 | 405.3333 | 608 | 0.3177 |
|
| 761 |
-
| 0.0 | 406.0 | 609 | 0.3185 |
|
| 762 |
-
| 0.0 | 406.6667 | 610 | 0.3179 |
|
| 763 |
-
| 0.0 | 407.3333 | 611 | 0.3172 |
|
| 764 |
-
| 0.0 | 408.0 | 612 | 0.3173 |
|
| 765 |
-
| 0.0 | 408.6667 | 613 | 0.3181 |
|
| 766 |
-
| 0.0 | 409.3333 | 614 | 0.3154 |
|
| 767 |
-
| 0.0 | 410.0 | 615 | 0.3196 |
|
| 768 |
-
| 0.0 | 410.6667 | 616 | 0.3192 |
|
| 769 |
-
| 0.0 | 411.3333 | 617 | 0.3182 |
|
| 770 |
-
| 0.0 | 412.0 | 618 | 0.3191 |
|
| 771 |
-
| 0.0 | 412.6667 | 619 | 0.3177 |
|
| 772 |
-
| 0.0 | 413.3333 | 620 | 0.3186 |
|
| 773 |
-
| 0.0 | 414.0 | 621 | 0.3167 |
|
| 774 |
-
| 0.0 | 414.6667 | 622 | 0.3175 |
|
| 775 |
-
| 0.0 | 415.3333 | 623 | 0.3175 |
|
| 776 |
-
| 0.0 | 416.0 | 624 | 0.3172 |
|
| 777 |
-
| 0.0 | 416.6667 | 625 | 0.3193 |
|
| 778 |
-
| 0.0 | 417.3333 | 626 | 0.3173 |
|
| 779 |
-
| 0.0 | 418.0 | 627 | 0.3186 |
|
| 780 |
-
| 0.0 | 418.6667 | 628 | 0.3183 |
|
| 781 |
-
| 0.0 | 419.3333 | 629 | 0.3175 |
|
| 782 |
-
| 0.0 | 420.0 | 630 | 0.3184 |
|
| 783 |
-
| 0.0 | 420.6667 | 631 | 0.3182 |
|
| 784 |
-
| 0.0 | 421.3333 | 632 | 0.3181 |
|
| 785 |
-
| 0.0 | 422.0 | 633 | 0.3171 |
|
| 786 |
-
| 0.0 | 422.6667 | 634 | 0.3171 |
|
| 787 |
-
| 0.0 | 423.3333 | 635 | 0.3172 |
|
| 788 |
-
| 0.0 | 424.0 | 636 | 0.3190 |
|
| 789 |
-
| 0.0 | 424.6667 | 637 | 0.3179 |
|
| 790 |
-
| 0.0 | 425.3333 | 638 | 0.3168 |
|
| 791 |
-
| 0.0 | 426.0 | 639 | 0.3190 |
|
| 792 |
-
| 0.0 | 426.6667 | 640 | 0.3195 |
|
| 793 |
-
| 0.0 | 427.3333 | 641 | 0.3174 |
|
| 794 |
-
| 0.0 | 428.0 | 642 | 0.3193 |
|
| 795 |
-
| 0.0 | 428.6667 | 643 | 0.3177 |
|
| 796 |
-
| 0.0 | 429.3333 | 644 | 0.3184 |
|
| 797 |
-
| 0.0 | 430.0 | 645 | 0.3175 |
|
| 798 |
-
| 0.0 | 430.6667 | 646 | 0.3186 |
|
| 799 |
-
| 0.0 | 431.3333 | 647 | 0.3171 |
|
| 800 |
-
| 0.0 | 432.0 | 648 | 0.3177 |
|
| 801 |
-
| 0.0 | 432.6667 | 649 | 0.3172 |
|
| 802 |
-
| 0.0 | 433.3333 | 650 | 0.3181 |
|
| 803 |
-
| 0.0 | 434.0 | 651 | 0.3193 |
|
| 804 |
-
| 0.0 | 434.6667 | 652 | 0.3176 |
|
| 805 |
-
| 0.0 | 435.3333 | 653 | 0.3185 |
|
| 806 |
-
| 0.0 | 436.0 | 654 | 0.3180 |
|
| 807 |
-
| 0.0 | 436.6667 | 655 | 0.3193 |
|
| 808 |
-
| 0.0 | 437.3333 | 656 | 0.3186 |
|
| 809 |
-
| 0.0 | 438.0 | 657 | 0.3158 |
|
| 810 |
-
| 0.0 | 438.6667 | 658 | 0.3183 |
|
| 811 |
-
| 0.0 | 439.3333 | 659 | 0.3195 |
|
| 812 |
-
| 0.0 | 440.0 | 660 | 0.3179 |
|
| 813 |
-
| 0.0 | 440.6667 | 661 | 0.3178 |
|
| 814 |
-
| 0.0 | 441.3333 | 662 | 0.3184 |
|
| 815 |
-
| 0.0 | 442.0 | 663 | 0.3180 |
|
| 816 |
-
| 0.0 | 442.6667 | 664 | 0.3180 |
|
| 817 |
-
| 0.0 | 443.3333 | 665 | 0.3162 |
|
| 818 |
-
| 0.0 | 444.0 | 666 | 0.3172 |
|
| 819 |
-
| 0.0 | 444.6667 | 667 | 0.3171 |
|
| 820 |
-
| 0.0 | 445.3333 | 668 | 0.3198 |
|
| 821 |
-
| 0.0 | 446.0 | 669 | 0.3179 |
|
| 822 |
-
| 0.0 | 446.6667 | 670 | 0.3187 |
|
| 823 |
-
| 0.0 | 447.3333 | 671 | 0.3172 |
|
| 824 |
-
| 0.0 | 448.0 | 672 | 0.3175 |
|
| 825 |
-
| 0.0 | 448.6667 | 673 | 0.3174 |
|
| 826 |
-
| 0.0 | 449.3333 | 674 | 0.3171 |
|
| 827 |
-
| 0.0 | 450.0 | 675 | 0.3180 |
|
| 828 |
-
| 0.0 | 450.6667 | 676 | 0.3181 |
|
| 829 |
-
| 0.0 | 451.3333 | 677 | 0.3176 |
|
| 830 |
-
| 0.0 | 452.0 | 678 | 0.3161 |
|
| 831 |
-
| 0.0 | 452.6667 | 679 | 0.3184 |
|
| 832 |
-
| 0.0 | 453.3333 | 680 | 0.3159 |
|
| 833 |
-
| 0.0 | 454.0 | 681 | 0.3186 |
|
| 834 |
-
| 0.0 | 454.6667 | 682 | 0.3167 |
|
| 835 |
-
| 0.0 | 455.3333 | 683 | 0.3180 |
|
| 836 |
-
| 0.0 | 456.0 | 684 | 0.3185 |
|
| 837 |
-
| 0.0 | 456.6667 | 685 | 0.3184 |
|
| 838 |
-
| 0.0 | 457.3333 | 686 | 0.3175 |
|
| 839 |
-
| 0.0 | 458.0 | 687 | 0.3178 |
|
| 840 |
-
| 0.0 | 458.6667 | 688 | 0.3179 |
|
| 841 |
-
| 0.0 | 459.3333 | 689 | 0.3156 |
|
| 842 |
-
| 0.0 | 460.0 | 690 | 0.3174 |
|
| 843 |
-
| 0.0 | 460.6667 | 691 | 0.3182 |
|
| 844 |
-
| 0.0 | 461.3333 | 692 | 0.3197 |
|
| 845 |
-
| 0.0 | 462.0 | 693 | 0.3186 |
|
| 846 |
-
| 0.0 | 462.6667 | 694 | 0.3192 |
|
| 847 |
-
| 0.0 | 463.3333 | 695 | 0.3186 |
|
| 848 |
-
| 0.0 | 464.0 | 696 | 0.3168 |
|
| 849 |
-
| 0.0 | 464.6667 | 697 | 0.3184 |
|
| 850 |
-
| 0.0 | 465.3333 | 698 | 0.3209 |
|
| 851 |
-
| 0.0 | 466.0 | 699 | 0.3195 |
|
| 852 |
-
| 0.0 | 466.6667 | 700 | 0.3173 |
|
| 853 |
-
| 0.0 | 467.3333 | 701 | 0.3174 |
|
| 854 |
-
| 0.0 | 468.0 | 702 | 0.3157 |
|
| 855 |
-
| 0.0 | 468.6667 | 703 | 0.3187 |
|
| 856 |
-
| 0.0 | 469.3333 | 704 | 0.3183 |
|
| 857 |
-
| 0.0 | 470.0 | 705 | 0.3181 |
|
| 858 |
-
| 0.0 | 470.6667 | 706 | 0.3169 |
|
| 859 |
-
| 0.0 | 471.3333 | 707 | 0.3194 |
|
| 860 |
-
| 0.0 | 472.0 | 708 | 0.3177 |
|
| 861 |
-
| 0.0 | 472.6667 | 709 | 0.3185 |
|
| 862 |
-
| 0.0 | 473.3333 | 710 | 0.3196 |
|
| 863 |
-
| 0.0 | 474.0 | 711 | 0.3174 |
|
| 864 |
-
| 0.0 | 474.6667 | 712 | 0.3170 |
|
| 865 |
-
| 0.0 | 475.3333 | 713 | 0.3192 |
|
| 866 |
-
| 0.0 | 476.0 | 714 | 0.3181 |
|
| 867 |
-
| 0.0 | 476.6667 | 715 | 0.3184 |
|
| 868 |
-
| 0.0 | 477.3333 | 716 | 0.3158 |
|
| 869 |
-
| 0.0 | 478.0 | 717 | 0.3176 |
|
| 870 |
-
| 0.0 | 478.6667 | 718 | 0.3171 |
|
| 871 |
-
| 0.0 | 479.3333 | 719 | 0.3173 |
|
| 872 |
-
| 0.0 | 480.0 | 720 | 0.3177 |
|
| 873 |
-
| 0.0 | 480.6667 | 721 | 0.3183 |
|
| 874 |
-
| 0.0 | 481.3333 | 722 | 0.3169 |
|
| 875 |
-
| 0.0 | 482.0 | 723 | 0.3165 |
|
| 876 |
-
| 0.0 | 482.6667 | 724 | 0.3175 |
|
| 877 |
-
| 0.0 | 483.3333 | 725 | 0.3169 |
|
| 878 |
-
| 0.0 | 484.0 | 726 | 0.3166 |
|
| 879 |
-
| 0.0 | 484.6667 | 727 | 0.3166 |
|
| 880 |
-
| 0.0 | 485.3333 | 728 | 0.3190 |
|
| 881 |
-
| 0.0 | 486.0 | 729 | 0.3188 |
|
| 882 |
-
| 0.0 | 486.6667 | 730 | 0.3170 |
|
| 883 |
-
| 0.0 | 487.3333 | 731 | 0.3180 |
|
| 884 |
-
| 0.0 | 488.0 | 732 | 0.3182 |
|
| 885 |
-
| 0.0 | 488.6667 | 733 | 0.3166 |
|
| 886 |
-
| 0.0 | 489.3333 | 734 | 0.3183 |
|
| 887 |
-
| 0.0 | 490.0 | 735 | 0.3164 |
|
| 888 |
-
| 0.0 | 490.6667 | 736 | 0.3180 |
|
| 889 |
-
| 0.0 | 491.3333 | 737 | 0.3166 |
|
| 890 |
-
| 0.0 | 492.0 | 738 | 0.3190 |
|
| 891 |
-
| 0.0 | 492.6667 | 739 | 0.3174 |
|
| 892 |
-
| 0.0 | 493.3333 | 740 | 0.3168 |
|
| 893 |
-
| 0.0 | 494.0 | 741 | 0.3172 |
|
| 894 |
-
| 0.0 | 494.6667 | 742 | 0.3157 |
|
| 895 |
-
| 0.0 | 495.3333 | 743 | 0.3177 |
|
| 896 |
-
| 0.0 | 496.0 | 744 | 0.3172 |
|
| 897 |
-
| 0.0 | 496.6667 | 745 | 0.3180 |
|
| 898 |
-
| 0.0 | 497.3333 | 746 | 0.3175 |
|
| 899 |
-
| 0.0 | 498.0 | 747 | 0.3178 |
|
| 900 |
-
| 0.0 | 498.6667 | 748 | 0.3185 |
|
| 901 |
-
| 0.0 | 499.3333 | 749 | 0.3174 |
|
| 902 |
-
| 0.0 | 500.0 | 750 | 0.3185 |
|
| 903 |
-
| 0.0 | 500.6667 | 751 | 0.3172 |
|
| 904 |
-
| 0.0 | 501.3333 | 752 | 0.3159 |
|
| 905 |
-
| 0.0 | 502.0 | 753 | 0.3194 |
|
| 906 |
-
| 0.0 | 502.6667 | 754 | 0.3190 |
|
| 907 |
-
| 0.0 | 503.3333 | 755 | 0.3169 |
|
| 908 |
-
| 0.0 | 504.0 | 756 | 0.3166 |
|
| 909 |
-
| 0.0 | 504.6667 | 757 | 0.3174 |
|
| 910 |
-
| 0.0 | 505.3333 | 758 | 0.3148 |
|
| 911 |
-
| 0.0 | 506.0 | 759 | 0.3168 |
|
| 912 |
-
| 0.0 | 506.6667 | 760 | 0.3177 |
|
| 913 |
-
| 0.0 | 507.3333 | 761 | 0.3176 |
|
| 914 |
-
| 0.0 | 508.0 | 762 | 0.3176 |
|
| 915 |
-
| 0.0 | 508.6667 | 763 | 0.3189 |
|
| 916 |
-
| 0.0 | 509.3333 | 764 | 0.3184 |
|
| 917 |
-
| 0.0 | 510.0 | 765 | 0.3202 |
|
| 918 |
-
| 0.0 | 510.6667 | 766 | 0.3151 |
|
| 919 |
-
| 0.0 | 511.3333 | 767 | 0.3177 |
|
| 920 |
-
| 0.0 | 512.0 | 768 | 0.3188 |
|
| 921 |
-
| 0.0 | 512.6667 | 769 | 0.3171 |
|
| 922 |
-
| 0.0 | 513.3333 | 770 | 0.3178 |
|
| 923 |
-
| 0.0 | 514.0 | 771 | 0.3189 |
|
| 924 |
-
| 0.0 | 514.6667 | 772 | 0.3175 |
|
| 925 |
-
| 0.0 | 515.3333 | 773 | 0.3174 |
|
| 926 |
-
| 0.0 | 516.0 | 774 | 0.3169 |
|
| 927 |
-
| 0.0 | 516.6667 | 775 | 0.3193 |
|
| 928 |
-
| 0.0 | 517.3333 | 776 | 0.3184 |
|
| 929 |
-
| 0.0 | 518.0 | 777 | 0.3177 |
|
| 930 |
-
| 0.0 | 518.6667 | 778 | 0.3177 |
|
| 931 |
-
| 0.0 | 519.3333 | 779 | 0.3195 |
|
| 932 |
-
| 0.0 | 520.0 | 780 | 0.3188 |
|
| 933 |
-
| 0.0 | 520.6667 | 781 | 0.3179 |
|
| 934 |
-
| 0.0 | 521.3333 | 782 | 0.3163 |
|
| 935 |
-
| 0.0 | 522.0 | 783 | 0.3161 |
|
| 936 |
-
| 0.0 | 522.6667 | 784 | 0.3173 |
|
| 937 |
-
| 0.0 | 523.3333 | 785 | 0.3174 |
|
| 938 |
-
| 0.0 | 524.0 | 786 | 0.3186 |
|
| 939 |
-
| 0.0 | 524.6667 | 787 | 0.3177 |
|
| 940 |
-
| 0.0 | 525.3333 | 788 | 0.3182 |
|
| 941 |
-
| 0.0 | 526.0 | 789 | 0.3167 |
|
| 942 |
-
| 0.0 | 526.6667 | 790 | 0.3172 |
|
| 943 |
-
| 0.0 | 527.3333 | 791 | 0.3180 |
|
| 944 |
-
| 0.0 | 528.0 | 792 | 0.3166 |
|
| 945 |
-
| 0.0 | 528.6667 | 793 | 0.3177 |
|
| 946 |
-
| 0.0 | 529.3333 | 794 | 0.3163 |
|
| 947 |
-
| 0.0 | 530.0 | 795 | 0.3175 |
|
| 948 |
-
| 0.0 | 530.6667 | 796 | 0.3192 |
|
| 949 |
-
| 0.0 | 531.3333 | 797 | 0.3199 |
|
| 950 |
-
| 0.0 | 532.0 | 798 | 0.3194 |
|
| 951 |
-
| 0.0 | 532.6667 | 799 | 0.3171 |
|
| 952 |
-
| 0.0 | 533.3333 | 800 | 0.3178 |
|
| 953 |
-
| 0.0 | 534.0 | 801 | 0.3178 |
|
| 954 |
-
| 0.0 | 534.6667 | 802 | 0.3170 |
|
| 955 |
-
| 0.0 | 535.3333 | 803 | 0.3172 |
|
| 956 |
-
| 0.0 | 536.0 | 804 | 0.3199 |
|
| 957 |
-
| 0.0 | 536.6667 | 805 | 0.3177 |
|
| 958 |
-
| 0.0 | 537.3333 | 806 | 0.3170 |
|
| 959 |
-
| 0.0 | 538.0 | 807 | 0.3166 |
|
| 960 |
-
| 0.0 | 538.6667 | 808 | 0.3159 |
|
| 961 |
-
| 0.0 | 539.3333 | 809 | 0.3177 |
|
| 962 |
-
| 0.0 | 540.0 | 810 | 0.3181 |
|
| 963 |
-
| 0.0 | 540.6667 | 811 | 0.3184 |
|
| 964 |
-
| 0.0 | 541.3333 | 812 | 0.3183 |
|
| 965 |
-
| 0.0 | 542.0 | 813 | 0.3175 |
|
| 966 |
-
| 0.0 | 542.6667 | 814 | 0.3174 |
|
| 967 |
-
| 0.0 | 543.3333 | 815 | 0.3183 |
|
| 968 |
-
| 0.0 | 544.0 | 816 | 0.3171 |
|
| 969 |
-
| 0.0 | 544.6667 | 817 | 0.3180 |
|
| 970 |
-
| 0.0 | 545.3333 | 818 | 0.3200 |
|
| 971 |
-
| 0.0 | 546.0 | 819 | 0.3165 |
|
| 972 |
-
| 0.0 | 546.6667 | 820 | 0.3168 |
|
| 973 |
-
| 0.0 | 547.3333 | 821 | 0.3175 |
|
| 974 |
-
| 0.0 | 548.0 | 822 | 0.3173 |
|
| 975 |
-
| 0.0 | 548.6667 | 823 | 0.3187 |
|
| 976 |
-
| 0.0 | 549.3333 | 824 | 0.3181 |
|
| 977 |
-
| 0.0 | 550.0 | 825 | 0.3178 |
|
| 978 |
-
| 0.0 | 550.6667 | 826 | 0.3176 |
|
| 979 |
-
| 0.0 | 551.3333 | 827 | 0.3191 |
|
| 980 |
-
| 0.0 | 552.0 | 828 | 0.3174 |
|
| 981 |
-
| 0.0 | 552.6667 | 829 | 0.3178 |
|
| 982 |
-
| 0.0 | 553.3333 | 830 | 0.3186 |
|
| 983 |
-
| 0.0 | 554.0 | 831 | 0.3167 |
|
| 984 |
-
| 0.0 | 554.6667 | 832 | 0.3166 |
|
| 985 |
-
| 0.0 | 555.3333 | 833 | 0.3161 |
|
| 986 |
-
| 0.0 | 556.0 | 834 | 0.3190 |
|
| 987 |
-
| 0.0 | 556.6667 | 835 | 0.3196 |
|
| 988 |
-
| 0.0 | 557.3333 | 836 | 0.3190 |
|
| 989 |
-
| 0.0 | 558.0 | 837 | 0.3183 |
|
| 990 |
-
| 0.0 | 558.6667 | 838 | 0.3178 |
|
| 991 |
-
| 0.0 | 559.3333 | 839 | 0.3184 |
|
| 992 |
-
| 0.0 | 560.0 | 840 | 0.3164 |
|
| 993 |
-
| 0.0 | 560.6667 | 841 | 0.3177 |
|
| 994 |
-
| 0.0 | 561.3333 | 842 | 0.3203 |
|
| 995 |
-
| 0.0 | 562.0 | 843 | 0.3187 |
|
| 996 |
-
| 0.0 | 562.6667 | 844 | 0.3188 |
|
| 997 |
-
| 0.0 | 563.3333 | 845 | 0.3179 |
|
| 998 |
-
| 0.0 | 564.0 | 846 | 0.3180 |
|
| 999 |
-
| 0.0 | 564.6667 | 847 | 0.3178 |
|
| 1000 |
-
| 0.0 | 565.3333 | 848 | 0.3168 |
|
| 1001 |
-
| 0.0 | 566.0 | 849 | 0.3182 |
|
| 1002 |
-
| 0.0 | 566.6667 | 850 | 0.3191 |
|
| 1003 |
-
| 0.0 | 567.3333 | 851 | 0.3186 |
|
| 1004 |
-
| 0.0 | 568.0 | 852 | 0.3162 |
|
| 1005 |
-
| 0.0 | 568.6667 | 853 | 0.3183 |
|
| 1006 |
-
| 0.0 | 569.3333 | 854 | 0.3173 |
|
| 1007 |
-
| 0.0 | 570.0 | 855 | 0.3193 |
|
| 1008 |
-
| 0.0 | 570.6667 | 856 | 0.3193 |
|
| 1009 |
-
| 0.0 | 571.3333 | 857 | 0.3180 |
|
| 1010 |
-
| 0.0 | 572.0 | 858 | 0.3179 |
|
| 1011 |
-
| 0.0 | 572.6667 | 859 | 0.3170 |
|
| 1012 |
-
| 0.0 | 573.3333 | 860 | 0.3183 |
|
| 1013 |
-
| 0.0 | 574.0 | 861 | 0.3200 |
|
| 1014 |
-
| 0.0 | 574.6667 | 862 | 0.3170 |
|
| 1015 |
-
| 0.0 | 575.3333 | 863 | 0.3190 |
|
| 1016 |
-
| 0.0 | 576.0 | 864 | 0.3178 |
|
| 1017 |
-
| 0.0 | 576.6667 | 865 | 0.3183 |
|
| 1018 |
-
| 0.0 | 577.3333 | 866 | 0.3183 |
|
| 1019 |
-
| 0.0 | 578.0 | 867 | 0.3172 |
|
| 1020 |
-
| 0.0 | 578.6667 | 868 | 0.3192 |
|
| 1021 |
-
| 0.0 | 579.3333 | 869 | 0.3197 |
|
| 1022 |
-
| 0.0 | 580.0 | 870 | 0.3163 |
|
| 1023 |
-
| 0.0 | 580.6667 | 871 | 0.3178 |
|
| 1024 |
-
| 0.0 | 581.3333 | 872 | 0.3167 |
|
| 1025 |
-
| 0.0 | 582.0 | 873 | 0.3196 |
|
| 1026 |
-
| 0.0 | 582.6667 | 874 | 0.3188 |
|
| 1027 |
-
| 0.0 | 583.3333 | 875 | 0.3181 |
|
| 1028 |
-
| 0.0 | 584.0 | 876 | 0.3182 |
|
| 1029 |
-
| 0.0 | 584.6667 | 877 | 0.3187 |
|
| 1030 |
-
| 0.0 | 585.3333 | 878 | 0.3208 |
|
| 1031 |
-
| 0.0 | 586.0 | 879 | 0.3174 |
|
| 1032 |
-
| 0.0 | 586.6667 | 880 | 0.3189 |
|
| 1033 |
-
| 0.0 | 587.3333 | 881 | 0.3172 |
|
| 1034 |
-
| 0.0 | 588.0 | 882 | 0.3187 |
|
| 1035 |
-
| 0.0 | 588.6667 | 883 | 0.3177 |
|
| 1036 |
-
| 0.0 | 589.3333 | 884 | 0.3179 |
|
| 1037 |
-
| 0.0 | 590.0 | 885 | 0.3177 |
|
| 1038 |
-
| 0.0 | 590.6667 | 886 | 0.3178 |
|
| 1039 |
-
| 0.0 | 591.3333 | 887 | 0.3176 |
|
| 1040 |
-
| 0.0 | 592.0 | 888 | 0.3166 |
|
| 1041 |
-
| 0.0 | 592.6667 | 889 | 0.3169 |
|
| 1042 |
-
| 0.0 | 593.3333 | 890 | 0.3176 |
|
| 1043 |
-
| 0.0 | 594.0 | 891 | 0.3183 |
|
| 1044 |
-
| 0.0 | 594.6667 | 892 | 0.3176 |
|
| 1045 |
-
| 0.0 | 595.3333 | 893 | 0.3194 |
|
| 1046 |
-
| 0.0 | 596.0 | 894 | 0.3165 |
|
| 1047 |
-
| 0.0 | 596.6667 | 895 | 0.3181 |
|
| 1048 |
-
| 0.0 | 597.3333 | 896 | 0.3178 |
|
| 1049 |
-
| 0.0 | 598.0 | 897 | 0.3184 |
|
| 1050 |
-
| 0.0 | 598.6667 | 898 | 0.3186 |
|
| 1051 |
-
| 0.0 | 599.3333 | 899 | 0.3182 |
|
| 1052 |
-
| 0.0 | 600.0 | 900 | 0.3177 |
|
| 1053 |
-
| 0.0 | 600.6667 | 901 | 0.3197 |
|
| 1054 |
-
| 0.0 | 601.3333 | 902 | 0.3163 |
|
| 1055 |
-
| 0.0 | 602.0 | 903 | 0.3174 |
|
| 1056 |
-
| 0.0 | 602.6667 | 904 | 0.3161 |
|
| 1057 |
-
| 0.0 | 603.3333 | 905 | 0.3196 |
|
| 1058 |
-
| 0.0 | 604.0 | 906 | 0.3173 |
|
| 1059 |
-
| 0.0 | 604.6667 | 907 | 0.3179 |
|
| 1060 |
-
| 0.0 | 605.3333 | 908 | 0.3179 |
|
| 1061 |
-
| 0.0 | 606.0 | 909 | 0.3194 |
|
| 1062 |
-
| 0.0 | 606.6667 | 910 | 0.3177 |
|
| 1063 |
-
| 0.0 | 607.3333 | 911 | 0.3176 |
|
| 1064 |
-
| 0.0 | 608.0 | 912 | 0.3193 |
|
| 1065 |
-
| 0.0 | 608.6667 | 913 | 0.3174 |
|
| 1066 |
-
| 0.0 | 609.3333 | 914 | 0.3195 |
|
| 1067 |
-
| 0.0 | 610.0 | 915 | 0.3185 |
|
| 1068 |
-
| 0.0 | 610.6667 | 916 | 0.3185 |
|
| 1069 |
-
| 0.0 | 611.3333 | 917 | 0.3175 |
|
| 1070 |
-
| 0.0 | 612.0 | 918 | 0.3185 |
|
| 1071 |
-
| 0.0 | 612.6667 | 919 | 0.3183 |
|
| 1072 |
-
| 0.0 | 613.3333 | 920 | 0.3179 |
|
| 1073 |
-
| 0.0 | 614.0 | 921 | 0.3182 |
|
| 1074 |
-
| 0.0 | 614.6667 | 922 | 0.3166 |
|
| 1075 |
-
| 0.0 | 615.3333 | 923 | 0.3187 |
|
| 1076 |
-
| 0.0 | 616.0 | 924 | 0.3188 |
|
| 1077 |
-
| 0.0 | 616.6667 | 925 | 0.3175 |
|
| 1078 |
-
| 0.0 | 617.3333 | 926 | 0.3195 |
|
| 1079 |
-
| 0.0 | 618.0 | 927 | 0.3183 |
|
| 1080 |
-
| 0.0 | 618.6667 | 928 | 0.3176 |
|
| 1081 |
-
| 0.0 | 619.3333 | 929 | 0.3168 |
|
| 1082 |
-
| 0.0 | 620.0 | 930 | 0.3163 |
|
| 1083 |
-
| 0.0 | 620.6667 | 931 | 0.3172 |
|
| 1084 |
-
| 0.0 | 621.3333 | 932 | 0.3181 |
|
| 1085 |
-
| 0.0 | 622.0 | 933 | 0.3191 |
|
| 1086 |
-
| 0.0 | 622.6667 | 934 | 0.3183 |
|
| 1087 |
-
| 0.0 | 623.3333 | 935 | 0.3194 |
|
| 1088 |
-
| 0.0 | 624.0 | 936 | 0.3197 |
|
| 1089 |
-
| 0.0 | 624.6667 | 937 | 0.3186 |
|
| 1090 |
-
| 0.0 | 625.3333 | 938 | 0.3179 |
|
| 1091 |
-
| 0.0 | 626.0 | 939 | 0.3190 |
|
| 1092 |
-
| 0.0 | 626.6667 | 940 | 0.3199 |
|
| 1093 |
-
| 0.0 | 627.3333 | 941 | 0.3170 |
|
| 1094 |
-
| 0.0 | 628.0 | 942 | 0.3174 |
|
| 1095 |
-
| 0.0 | 628.6667 | 943 | 0.3187 |
|
| 1096 |
-
| 0.0 | 629.3333 | 944 | 0.3172 |
|
| 1097 |
-
| 0.0 | 630.0 | 945 | 0.3167 |
|
| 1098 |
-
| 0.0 | 630.6667 | 946 | 0.3168 |
|
| 1099 |
-
| 0.0 | 631.3333 | 947 | 0.3176 |
|
| 1100 |
-
| 0.0 | 632.0 | 948 | 0.3185 |
|
| 1101 |
-
| 0.0 | 632.6667 | 949 | 0.3190 |
|
| 1102 |
-
| 0.0 | 633.3333 | 950 | 0.3187 |
|
| 1103 |
-
| 0.0 | 634.0 | 951 | 0.3188 |
|
| 1104 |
-
| 0.0 | 634.6667 | 952 | 0.3192 |
|
| 1105 |
-
| 0.0 | 635.3333 | 953 | 0.3173 |
|
| 1106 |
-
| 0.0 | 636.0 | 954 | 0.3196 |
|
| 1107 |
-
| 0.0 | 636.6667 | 955 | 0.3190 |
|
| 1108 |
-
| 0.0 | 637.3333 | 956 | 0.3197 |
|
| 1109 |
-
| 0.0 | 638.0 | 957 | 0.3182 |
|
| 1110 |
-
| 0.0 | 638.6667 | 958 | 0.3179 |
|
| 1111 |
-
| 0.0 | 639.3333 | 959 | 0.3171 |
|
| 1112 |
-
| 0.0 | 640.0 | 960 | 0.3173 |
|
| 1113 |
-
| 0.0 | 640.6667 | 961 | 0.3183 |
|
| 1114 |
-
| 0.0 | 641.3333 | 962 | 0.3189 |
|
| 1115 |
-
| 0.0 | 642.0 | 963 | 0.3187 |
|
| 1116 |
-
| 0.0 | 642.6667 | 964 | 0.3182 |
|
| 1117 |
-
| 0.0 | 643.3333 | 965 | 0.3188 |
|
| 1118 |
-
| 0.0 | 644.0 | 966 | 0.3177 |
|
| 1119 |
-
| 0.0 | 644.6667 | 967 | 0.3176 |
|
| 1120 |
-
| 0.0 | 645.3333 | 968 | 0.3178 |
|
| 1121 |
-
| 0.0 | 646.0 | 969 | 0.3166 |
|
| 1122 |
-
| 0.0 | 646.6667 | 970 | 0.3168 |
|
| 1123 |
-
| 0.0 | 647.3333 | 971 | 0.3165 |
|
| 1124 |
-
| 0.0 | 648.0 | 972 | 0.3163 |
|
| 1125 |
-
| 0.0 | 648.6667 | 973 | 0.3169 |
|
| 1126 |
-
| 0.0 | 649.3333 | 974 | 0.3172 |
|
| 1127 |
-
| 0.0 | 650.0 | 975 | 0.3175 |
|
| 1128 |
-
| 0.0 | 650.6667 | 976 | 0.3175 |
|
| 1129 |
-
| 0.0 | 651.3333 | 977 | 0.3175 |
|
| 1130 |
-
| 0.0 | 652.0 | 978 | 0.3173 |
|
| 1131 |
-
| 0.0 | 652.6667 | 979 | 0.3173 |
|
| 1132 |
-
| 0.0 | 653.3333 | 980 | 0.3172 |
|
| 1133 |
-
| 0.0 | 654.0 | 981 | 0.3172 |
|
| 1134 |
-
| 0.0 | 654.6667 | 982 | 0.3172 |
|
| 1135 |
-
| 0.0 | 655.3333 | 983 | 0.3172 |
|
| 1136 |
-
| 0.0 | 656.0 | 984 | 0.3172 |
|
| 1137 |
-
| 0.0 | 656.6667 | 985 | 0.3172 |
|
| 1138 |
-
| 0.0 | 657.3333 | 986 | 0.3172 |
|
| 1139 |
-
| 0.0 | 658.0 | 987 | 0.3172 |
|
| 1140 |
-
| 0.0 | 658.6667 | 988 | 0.3172 |
|
| 1141 |
-
| 0.0 | 659.3333 | 989 | 0.3170 |
|
| 1142 |
-
| 0.0 | 660.0 | 990 | 0.3172 |
|
| 1143 |
-
| 0.0 | 660.6667 | 991 | 0.3172 |
|
| 1144 |
-
| 0.0 | 661.3333 | 992 | 0.3172 |
|
| 1145 |
-
| 0.0 | 662.0 | 993 | 0.3172 |
|
| 1146 |
-
| 0.0 | 662.6667 | 994 | 0.3172 |
|
| 1147 |
-
| 0.0 | 663.3333 | 995 | 0.3172 |
|
| 1148 |
-
| 0.0 | 664.0 | 996 | 0.3172 |
|
| 1149 |
-
| 0.0 | 664.6667 | 997 | 0.3172 |
|
| 1150 |
-
| 0.0 | 665.3333 | 998 | 0.3172 |
|
| 1151 |
-
| 0.0 | 666.0 | 999 | 0.3172 |
|
| 1152 |
-
| 0.0 | 666.6667 | 1000 | 0.3172 |
|
| 1153 |
|
| 1154 |
|
| 1155 |
### Framework versions
|
|
|
|
| 67 |
gradient_accumulation_steps: 4
|
| 68 |
micro_batch_size: 16
|
| 69 |
eval_batch_size: 16
|
| 70 |
+
num_epochs: 10
|
| 71 |
optimizer: adamw_bnb_8bit
|
| 72 |
lr_scheduler: cosine
|
| 73 |
learning_rate: 0.0002
|
|
|
|
| 116 |
|
| 117 |
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the None dataset.
|
| 118 |
It achieves the following results on the evaluation set:
|
| 119 |
+
- Loss: 0.3253
|
| 120 |
|
| 121 |
## Model description
|
| 122 |
|
|
|
|
| 144 |
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
|
| 145 |
- lr_scheduler_type: cosine
|
| 146 |
- lr_scheduler_warmup_steps: 20
|
| 147 |
+
- num_epochs: 10
|
| 148 |
|
| 149 |
### Training results
|
| 150 |
|
| 151 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 152 |
+
|:-------------:|:------:|:----:|:---------------:|
|
| 153 |
+
| 1.334 | 0.6667 | 1 | 1.2849 |
|
| 154 |
+
| 1.3476 | 1.3333 | 2 | 1.2762 |
|
| 155 |
+
| 1.2977 | 2.0 | 3 | 1.2492 |
|
| 156 |
+
| 1.3157 | 2.6667 | 4 | 1.1859 |
|
| 157 |
+
| 1.1755 | 3.3333 | 5 | 1.0709 |
|
| 158 |
+
| 1.1377 | 4.0 | 6 | 0.9092 |
|
| 159 |
+
| 0.9404 | 4.6667 | 7 | 0.7201 |
|
| 160 |
+
| 0.7404 | 5.3333 | 8 | 0.5605 |
|
| 161 |
+
| 0.5547 | 6.0 | 9 | 0.4305 |
|
| 162 |
+
| 0.4057 | 6.6667 | 10 | 0.3253 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 163 |
|
| 164 |
|
| 165 |
### Framework versions
|