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Browse files- README.md +1399 -130
- adapter_config.json +4 -4
- adapter_model.safetensors +1 -1
- all_results.json +10 -10
- checkpoint-5450/README.md +202 -0
- checkpoint-5450/adapter_config.json +34 -0
- checkpoint-5450/adapter_model.safetensors +3 -0
- checkpoint-5450/optimizer.pt +3 -0
- checkpoint-5450/rng_state.pth +3 -0
- checkpoint-5450/scheduler.pt +3 -0
- checkpoint-5450/special_tokens_map.json +17 -0
- checkpoint-5450/tokenizer.json +3 -0
- checkpoint-5450/tokenizer_config.json +2065 -0
- checkpoint-5450/trainer_state.json +0 -0
- checkpoint-5450/training_args.bin +3 -0
- eval_results.json +5 -5
- train_results.json +6 -6
- trainer_log.jsonl +0 -0
- trainer_state.json +0 -0
- training_args.bin +1 -1
- training_eval_loss.png +0 -0
- training_loss.png +0 -0
README.md
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This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on the dbischof_premise_aea dataset.
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It achieves the following results on the evaluation set:
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## Model description
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| 185 |
|
| 186 |
|
| 187 |
### Framework versions
|
|
|
|
| 19 |
|
| 20 |
This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on the dbischof_premise_aea dataset.
|
| 21 |
It achieves the following results on the evaluation set:
|
| 22 |
+
- Loss: 0.0070
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 53 |
|
| 54 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 55 |
|:-------------:|:------:|:----:|:---------------:|
|
| 56 |
+
| 0.087 | 0.0036 | 5 | 0.0906 |
|
| 57 |
+
| 0.0863 | 0.0071 | 10 | 0.0881 |
|
| 58 |
+
| 0.0931 | 0.0107 | 15 | 0.0802 |
|
| 59 |
+
| 0.082 | 0.0143 | 20 | 0.0665 |
|
| 60 |
+
| 0.0534 | 0.0179 | 25 | 0.0510 |
|
| 61 |
+
| 0.041 | 0.0214 | 30 | 0.0401 |
|
| 62 |
+
| 0.045 | 0.0250 | 35 | 0.0360 |
|
| 63 |
+
| 0.0347 | 0.0286 | 40 | 0.0328 |
|
| 64 |
+
| 0.0377 | 0.0322 | 45 | 0.0309 |
|
| 65 |
+
| 0.0314 | 0.0357 | 50 | 0.0297 |
|
| 66 |
+
| 0.0287 | 0.0393 | 55 | 0.0281 |
|
| 67 |
+
| 0.0288 | 0.0429 | 60 | 0.0270 |
|
| 68 |
+
| 0.0341 | 0.0465 | 65 | 0.0261 |
|
| 69 |
+
| 0.0302 | 0.0500 | 70 | 0.0253 |
|
| 70 |
+
| 0.0328 | 0.0536 | 75 | 0.0244 |
|
| 71 |
+
| 0.0341 | 0.0572 | 80 | 0.0236 |
|
| 72 |
+
| 0.0322 | 0.0608 | 85 | 0.0229 |
|
| 73 |
+
| 0.0251 | 0.0643 | 90 | 0.0223 |
|
| 74 |
+
| 0.0342 | 0.0679 | 95 | 0.0217 |
|
| 75 |
+
| 0.0234 | 0.0715 | 100 | 0.0212 |
|
| 76 |
+
| 0.0242 | 0.0751 | 105 | 0.0207 |
|
| 77 |
+
| 0.0195 | 0.0786 | 110 | 0.0204 |
|
| 78 |
+
| 0.0287 | 0.0822 | 115 | 0.0203 |
|
| 79 |
+
| 0.0259 | 0.0858 | 120 | 0.0199 |
|
| 80 |
+
| 0.0267 | 0.0894 | 125 | 0.0197 |
|
| 81 |
+
| 0.0286 | 0.0929 | 130 | 0.0194 |
|
| 82 |
+
| 0.0204 | 0.0965 | 135 | 0.0191 |
|
| 83 |
+
| 0.0242 | 0.1001 | 140 | 0.0190 |
|
| 84 |
+
| 0.0228 | 0.1037 | 145 | 0.0187 |
|
| 85 |
+
| 0.0248 | 0.1072 | 150 | 0.0185 |
|
| 86 |
+
| 0.0263 | 0.1108 | 155 | 0.0183 |
|
| 87 |
+
| 0.0222 | 0.1144 | 160 | 0.0184 |
|
| 88 |
+
| 0.0185 | 0.1180 | 165 | 0.0183 |
|
| 89 |
+
| 0.0197 | 0.1215 | 170 | 0.0182 |
|
| 90 |
+
| 0.0297 | 0.1251 | 175 | 0.0179 |
|
| 91 |
+
| 0.0164 | 0.1287 | 180 | 0.0178 |
|
| 92 |
+
| 0.0234 | 0.1323 | 185 | 0.0175 |
|
| 93 |
+
| 0.0298 | 0.1358 | 190 | 0.0174 |
|
| 94 |
+
| 0.0231 | 0.1394 | 195 | 0.0171 |
|
| 95 |
+
| 0.0179 | 0.1430 | 200 | 0.0172 |
|
| 96 |
+
| 0.0207 | 0.1466 | 205 | 0.0173 |
|
| 97 |
+
| 0.0263 | 0.1501 | 210 | 0.0172 |
|
| 98 |
+
| 0.0204 | 0.1537 | 215 | 0.0175 |
|
| 99 |
+
| 0.0222 | 0.1573 | 220 | 0.0172 |
|
| 100 |
+
| 0.024 | 0.1609 | 225 | 0.0173 |
|
| 101 |
+
| 0.0258 | 0.1644 | 230 | 0.0169 |
|
| 102 |
+
| 0.0171 | 0.1680 | 235 | 0.0168 |
|
| 103 |
+
| 0.0223 | 0.1716 | 240 | 0.0167 |
|
| 104 |
+
| 0.0291 | 0.1752 | 245 | 0.0168 |
|
| 105 |
+
| 0.0138 | 0.1787 | 250 | 0.0164 |
|
| 106 |
+
| 0.0251 | 0.1823 | 255 | 0.0162 |
|
| 107 |
+
| 0.0145 | 0.1859 | 260 | 0.0163 |
|
| 108 |
+
| 0.0232 | 0.1895 | 265 | 0.0165 |
|
| 109 |
+
| 0.0207 | 0.1930 | 270 | 0.0161 |
|
| 110 |
+
| 0.0227 | 0.1966 | 275 | 0.0162 |
|
| 111 |
+
| 0.0199 | 0.2002 | 280 | 0.0162 |
|
| 112 |
+
| 0.0216 | 0.2038 | 285 | 0.0158 |
|
| 113 |
+
| 0.0235 | 0.2073 | 290 | 0.0158 |
|
| 114 |
+
| 0.0178 | 0.2109 | 295 | 0.0160 |
|
| 115 |
+
| 0.0168 | 0.2145 | 300 | 0.0156 |
|
| 116 |
+
| 0.0235 | 0.2181 | 305 | 0.0159 |
|
| 117 |
+
| 0.0159 | 0.2216 | 310 | 0.0157 |
|
| 118 |
+
| 0.0193 | 0.2252 | 315 | 0.0156 |
|
| 119 |
+
| 0.0241 | 0.2288 | 320 | 0.0154 |
|
| 120 |
+
| 0.0204 | 0.2324 | 325 | 0.0155 |
|
| 121 |
+
| 0.0225 | 0.2359 | 330 | 0.0157 |
|
| 122 |
+
| 0.0176 | 0.2395 | 335 | 0.0156 |
|
| 123 |
+
| 0.0122 | 0.2431 | 340 | 0.0162 |
|
| 124 |
+
| 0.0238 | 0.2466 | 345 | 0.0158 |
|
| 125 |
+
| 0.021 | 0.2502 | 350 | 0.0157 |
|
| 126 |
+
| 0.0185 | 0.2538 | 355 | 0.0152 |
|
| 127 |
+
| 0.0278 | 0.2574 | 360 | 0.0152 |
|
| 128 |
+
| 0.0319 | 0.2609 | 365 | 0.0153 |
|
| 129 |
+
| 0.0224 | 0.2645 | 370 | 0.0151 |
|
| 130 |
+
| 0.0175 | 0.2681 | 375 | 0.0151 |
|
| 131 |
+
| 0.0212 | 0.2717 | 380 | 0.0152 |
|
| 132 |
+
| 0.0261 | 0.2752 | 385 | 0.0152 |
|
| 133 |
+
| 0.0278 | 0.2788 | 390 | 0.0151 |
|
| 134 |
+
| 0.0163 | 0.2824 | 395 | 0.0151 |
|
| 135 |
+
| 0.0154 | 0.2860 | 400 | 0.0149 |
|
| 136 |
+
| 0.0231 | 0.2895 | 405 | 0.0148 |
|
| 137 |
+
| 0.0211 | 0.2931 | 410 | 0.0150 |
|
| 138 |
+
| 0.0175 | 0.2967 | 415 | 0.0148 |
|
| 139 |
+
| 0.0253 | 0.3003 | 420 | 0.0147 |
|
| 140 |
+
| 0.0209 | 0.3038 | 425 | 0.0147 |
|
| 141 |
+
| 0.0182 | 0.3074 | 430 | 0.0146 |
|
| 142 |
+
| 0.0156 | 0.3110 | 435 | 0.0148 |
|
| 143 |
+
| 0.0181 | 0.3146 | 440 | 0.0151 |
|
| 144 |
+
| 0.0155 | 0.3181 | 445 | 0.0146 |
|
| 145 |
+
| 0.0285 | 0.3217 | 450 | 0.0145 |
|
| 146 |
+
| 0.0214 | 0.3253 | 455 | 0.0147 |
|
| 147 |
+
| 0.0198 | 0.3289 | 460 | 0.0148 |
|
| 148 |
+
| 0.0184 | 0.3324 | 465 | 0.0146 |
|
| 149 |
+
| 0.0245 | 0.3360 | 470 | 0.0147 |
|
| 150 |
+
| 0.0167 | 0.3396 | 475 | 0.0146 |
|
| 151 |
+
| 0.018 | 0.3432 | 480 | 0.0146 |
|
| 152 |
+
| 0.016 | 0.3467 | 485 | 0.0149 |
|
| 153 |
+
| 0.0281 | 0.3503 | 490 | 0.0148 |
|
| 154 |
+
| 0.0212 | 0.3539 | 495 | 0.0146 |
|
| 155 |
+
| 0.0178 | 0.3575 | 500 | 0.0148 |
|
| 156 |
+
| 0.0199 | 0.3610 | 505 | 0.0145 |
|
| 157 |
+
| 0.0141 | 0.3646 | 510 | 0.0143 |
|
| 158 |
+
| 0.021 | 0.3682 | 515 | 0.0142 |
|
| 159 |
+
| 0.0163 | 0.3718 | 520 | 0.0144 |
|
| 160 |
+
| 0.0281 | 0.3753 | 525 | 0.0145 |
|
| 161 |
+
| 0.017 | 0.3789 | 530 | 0.0141 |
|
| 162 |
+
| 0.0197 | 0.3825 | 535 | 0.0143 |
|
| 163 |
+
| 0.0181 | 0.3861 | 540 | 0.0147 |
|
| 164 |
+
| 0.0204 | 0.3896 | 545 | 0.0144 |
|
| 165 |
+
| 0.0119 | 0.3932 | 550 | 0.0141 |
|
| 166 |
+
| 0.0227 | 0.3968 | 555 | 0.0144 |
|
| 167 |
+
| 0.0212 | 0.4004 | 560 | 0.0145 |
|
| 168 |
+
| 0.0185 | 0.4039 | 565 | 0.0146 |
|
| 169 |
+
| 0.021 | 0.4075 | 570 | 0.0146 |
|
| 170 |
+
| 0.0151 | 0.4111 | 575 | 0.0145 |
|
| 171 |
+
| 0.021 | 0.4147 | 580 | 0.0144 |
|
| 172 |
+
| 0.0152 | 0.4182 | 585 | 0.0147 |
|
| 173 |
+
| 0.0277 | 0.4218 | 590 | 0.0142 |
|
| 174 |
+
| 0.0214 | 0.4254 | 595 | 0.0144 |
|
| 175 |
+
| 0.0157 | 0.4290 | 600 | 0.0143 |
|
| 176 |
+
| 0.0153 | 0.4325 | 605 | 0.0145 |
|
| 177 |
+
| 0.0235 | 0.4361 | 610 | 0.0142 |
|
| 178 |
+
| 0.0191 | 0.4397 | 615 | 0.0149 |
|
| 179 |
+
| 0.0201 | 0.4433 | 620 | 0.0149 |
|
| 180 |
+
| 0.0131 | 0.4468 | 625 | 0.0141 |
|
| 181 |
+
| 0.0224 | 0.4504 | 630 | 0.0149 |
|
| 182 |
+
| 0.0237 | 0.4540 | 635 | 0.0149 |
|
| 183 |
+
| 0.0158 | 0.4576 | 640 | 0.0149 |
|
| 184 |
+
| 0.0187 | 0.4611 | 645 | 0.0144 |
|
| 185 |
+
| 0.0245 | 0.4647 | 650 | 0.0139 |
|
| 186 |
+
| 0.0177 | 0.4683 | 655 | 0.0141 |
|
| 187 |
+
| 0.0153 | 0.4718 | 660 | 0.0140 |
|
| 188 |
+
| 0.0178 | 0.4754 | 665 | 0.0140 |
|
| 189 |
+
| 0.0213 | 0.4790 | 670 | 0.0141 |
|
| 190 |
+
| 0.0185 | 0.4826 | 675 | 0.0142 |
|
| 191 |
+
| 0.0215 | 0.4861 | 680 | 0.0142 |
|
| 192 |
+
| 0.0166 | 0.4897 | 685 | 0.0143 |
|
| 193 |
+
| 0.0147 | 0.4933 | 690 | 0.0143 |
|
| 194 |
+
| 0.0142 | 0.4969 | 695 | 0.0143 |
|
| 195 |
+
| 0.0158 | 0.5004 | 700 | 0.0141 |
|
| 196 |
+
| 0.0219 | 0.5040 | 705 | 0.0144 |
|
| 197 |
+
| 0.0191 | 0.5076 | 710 | 0.0143 |
|
| 198 |
+
| 0.0248 | 0.5112 | 715 | 0.0145 |
|
| 199 |
+
| 0.0174 | 0.5147 | 720 | 0.0142 |
|
| 200 |
+
| 0.0212 | 0.5183 | 725 | 0.0143 |
|
| 201 |
+
| 0.0237 | 0.5219 | 730 | 0.0139 |
|
| 202 |
+
| 0.0176 | 0.5255 | 735 | 0.0138 |
|
| 203 |
+
| 0.0222 | 0.5290 | 740 | 0.0140 |
|
| 204 |
+
| 0.0134 | 0.5326 | 745 | 0.0137 |
|
| 205 |
+
| 0.0126 | 0.5362 | 750 | 0.0139 |
|
| 206 |
+
| 0.0209 | 0.5398 | 755 | 0.0140 |
|
| 207 |
+
| 0.0204 | 0.5433 | 760 | 0.0138 |
|
| 208 |
+
| 0.0239 | 0.5469 | 765 | 0.0139 |
|
| 209 |
+
| 0.0203 | 0.5505 | 770 | 0.0138 |
|
| 210 |
+
| 0.0212 | 0.5541 | 775 | 0.0136 |
|
| 211 |
+
| 0.0145 | 0.5576 | 780 | 0.0136 |
|
| 212 |
+
| 0.0114 | 0.5612 | 785 | 0.0135 |
|
| 213 |
+
| 0.014 | 0.5648 | 790 | 0.0136 |
|
| 214 |
+
| 0.0179 | 0.5684 | 795 | 0.0134 |
|
| 215 |
+
| 0.0114 | 0.5719 | 800 | 0.0136 |
|
| 216 |
+
| 0.0219 | 0.5755 | 805 | 0.0136 |
|
| 217 |
+
| 0.015 | 0.5791 | 810 | 0.0137 |
|
| 218 |
+
| 0.0187 | 0.5827 | 815 | 0.0140 |
|
| 219 |
+
| 0.0137 | 0.5862 | 820 | 0.0138 |
|
| 220 |
+
| 0.0169 | 0.5898 | 825 | 0.0137 |
|
| 221 |
+
| 0.0226 | 0.5934 | 830 | 0.0137 |
|
| 222 |
+
| 0.0145 | 0.5970 | 835 | 0.0133 |
|
| 223 |
+
| 0.0146 | 0.6005 | 840 | 0.0133 |
|
| 224 |
+
| 0.0176 | 0.6041 | 845 | 0.0130 |
|
| 225 |
+
| 0.0134 | 0.6077 | 850 | 0.0139 |
|
| 226 |
+
| 0.0129 | 0.6113 | 855 | 0.0135 |
|
| 227 |
+
| 0.0157 | 0.6148 | 860 | 0.0136 |
|
| 228 |
+
| 0.0156 | 0.6184 | 865 | 0.0135 |
|
| 229 |
+
| 0.0197 | 0.6220 | 870 | 0.0134 |
|
| 230 |
+
| 0.0239 | 0.6256 | 875 | 0.0136 |
|
| 231 |
+
| 0.0245 | 0.6291 | 880 | 0.0136 |
|
| 232 |
+
| 0.0195 | 0.6327 | 885 | 0.0137 |
|
| 233 |
+
| 0.0194 | 0.6363 | 890 | 0.0138 |
|
| 234 |
+
| 0.0171 | 0.6399 | 895 | 0.0133 |
|
| 235 |
+
| 0.0227 | 0.6434 | 900 | 0.0131 |
|
| 236 |
+
| 0.0184 | 0.6470 | 905 | 0.0130 |
|
| 237 |
+
| 0.0147 | 0.6506 | 910 | 0.0132 |
|
| 238 |
+
| 0.0196 | 0.6542 | 915 | 0.0132 |
|
| 239 |
+
| 0.0144 | 0.6577 | 920 | 0.0132 |
|
| 240 |
+
| 0.0177 | 0.6613 | 925 | 0.0136 |
|
| 241 |
+
| 0.017 | 0.6649 | 930 | 0.0134 |
|
| 242 |
+
| 0.0179 | 0.6685 | 935 | 0.0134 |
|
| 243 |
+
| 0.0294 | 0.6720 | 940 | 0.0133 |
|
| 244 |
+
| 0.0219 | 0.6756 | 945 | 0.0132 |
|
| 245 |
+
| 0.0119 | 0.6792 | 950 | 0.0133 |
|
| 246 |
+
| 0.0234 | 0.6828 | 955 | 0.0131 |
|
| 247 |
+
| 0.0175 | 0.6863 | 960 | 0.0133 |
|
| 248 |
+
| 0.0181 | 0.6899 | 965 | 0.0132 |
|
| 249 |
+
| 0.0184 | 0.6935 | 970 | 0.0129 |
|
| 250 |
+
| 0.0112 | 0.6971 | 975 | 0.0130 |
|
| 251 |
+
| 0.0236 | 0.7006 | 980 | 0.0131 |
|
| 252 |
+
| 0.0162 | 0.7042 | 985 | 0.0133 |
|
| 253 |
+
| 0.0131 | 0.7078 | 990 | 0.0130 |
|
| 254 |
+
| 0.018 | 0.7113 | 995 | 0.0131 |
|
| 255 |
+
| 0.0133 | 0.7149 | 1000 | 0.0129 |
|
| 256 |
+
| 0.0185 | 0.7185 | 1005 | 0.0129 |
|
| 257 |
+
| 0.0171 | 0.7221 | 1010 | 0.0131 |
|
| 258 |
+
| 0.0188 | 0.7256 | 1015 | 0.0128 |
|
| 259 |
+
| 0.0254 | 0.7292 | 1020 | 0.0130 |
|
| 260 |
+
| 0.0163 | 0.7328 | 1025 | 0.0129 |
|
| 261 |
+
| 0.0175 | 0.7364 | 1030 | 0.0129 |
|
| 262 |
+
| 0.0174 | 0.7399 | 1035 | 0.0128 |
|
| 263 |
+
| 0.0124 | 0.7435 | 1040 | 0.0130 |
|
| 264 |
+
| 0.015 | 0.7471 | 1045 | 0.0131 |
|
| 265 |
+
| 0.0187 | 0.7507 | 1050 | 0.0132 |
|
| 266 |
+
| 0.0169 | 0.7542 | 1055 | 0.0132 |
|
| 267 |
+
| 0.0236 | 0.7578 | 1060 | 0.0132 |
|
| 268 |
+
| 0.0174 | 0.7614 | 1065 | 0.0132 |
|
| 269 |
+
| 0.0141 | 0.7650 | 1070 | 0.0131 |
|
| 270 |
+
| 0.0152 | 0.7685 | 1075 | 0.0132 |
|
| 271 |
+
| 0.0169 | 0.7721 | 1080 | 0.0133 |
|
| 272 |
+
| 0.0125 | 0.7757 | 1085 | 0.0132 |
|
| 273 |
+
| 0.0133 | 0.7793 | 1090 | 0.0129 |
|
| 274 |
+
| 0.0228 | 0.7828 | 1095 | 0.0128 |
|
| 275 |
+
| 0.0213 | 0.7864 | 1100 | 0.0129 |
|
| 276 |
+
| 0.0234 | 0.7900 | 1105 | 0.0131 |
|
| 277 |
+
| 0.0125 | 0.7936 | 1110 | 0.0131 |
|
| 278 |
+
| 0.0183 | 0.7971 | 1115 | 0.0133 |
|
| 279 |
+
| 0.0213 | 0.8007 | 1120 | 0.0132 |
|
| 280 |
+
| 0.0153 | 0.8043 | 1125 | 0.0132 |
|
| 281 |
+
| 0.0152 | 0.8079 | 1130 | 0.0134 |
|
| 282 |
+
| 0.0226 | 0.8114 | 1135 | 0.0131 |
|
| 283 |
+
| 0.0232 | 0.8150 | 1140 | 0.0129 |
|
| 284 |
+
| 0.0112 | 0.8186 | 1145 | 0.0128 |
|
| 285 |
+
| 0.0158 | 0.8222 | 1150 | 0.0129 |
|
| 286 |
+
| 0.0151 | 0.8257 | 1155 | 0.0132 |
|
| 287 |
+
| 0.0132 | 0.8293 | 1160 | 0.0134 |
|
| 288 |
+
| 0.0277 | 0.8329 | 1165 | 0.0131 |
|
| 289 |
+
| 0.0145 | 0.8365 | 1170 | 0.0131 |
|
| 290 |
+
| 0.0143 | 0.8400 | 1175 | 0.0129 |
|
| 291 |
+
| 0.0167 | 0.8436 | 1180 | 0.0133 |
|
| 292 |
+
| 0.0174 | 0.8472 | 1185 | 0.0135 |
|
| 293 |
+
| 0.0189 | 0.8508 | 1190 | 0.0134 |
|
| 294 |
+
| 0.0148 | 0.8543 | 1195 | 0.0133 |
|
| 295 |
+
| 0.0207 | 0.8579 | 1200 | 0.0132 |
|
| 296 |
+
| 0.0193 | 0.8615 | 1205 | 0.0134 |
|
| 297 |
+
| 0.0148 | 0.8651 | 1210 | 0.0134 |
|
| 298 |
+
| 0.0167 | 0.8686 | 1215 | 0.0134 |
|
| 299 |
+
| 0.0154 | 0.8722 | 1220 | 0.0134 |
|
| 300 |
+
| 0.0235 | 0.8758 | 1225 | 0.0133 |
|
| 301 |
+
| 0.0126 | 0.8794 | 1230 | 0.0130 |
|
| 302 |
+
| 0.0097 | 0.8829 | 1235 | 0.0130 |
|
| 303 |
+
| 0.0212 | 0.8865 | 1240 | 0.0124 |
|
| 304 |
+
| 0.0212 | 0.8901 | 1245 | 0.0129 |
|
| 305 |
+
| 0.0118 | 0.8937 | 1250 | 0.0132 |
|
| 306 |
+
| 0.0168 | 0.8972 | 1255 | 0.0130 |
|
| 307 |
+
| 0.016 | 0.9008 | 1260 | 0.0129 |
|
| 308 |
+
| 0.0179 | 0.9044 | 1265 | 0.0129 |
|
| 309 |
+
| 0.0181 | 0.9080 | 1270 | 0.0133 |
|
| 310 |
+
| 0.0182 | 0.9115 | 1275 | 0.0128 |
|
| 311 |
+
| 0.0104 | 0.9151 | 1280 | 0.0131 |
|
| 312 |
+
| 0.0165 | 0.9187 | 1285 | 0.0129 |
|
| 313 |
+
| 0.0175 | 0.9223 | 1290 | 0.0131 |
|
| 314 |
+
| 0.0184 | 0.9258 | 1295 | 0.0129 |
|
| 315 |
+
| 0.0261 | 0.9294 | 1300 | 0.0128 |
|
| 316 |
+
| 0.0198 | 0.9330 | 1305 | 0.0123 |
|
| 317 |
+
| 0.0186 | 0.9366 | 1310 | 0.0124 |
|
| 318 |
+
| 0.0173 | 0.9401 | 1315 | 0.0127 |
|
| 319 |
+
| 0.0248 | 0.9437 | 1320 | 0.0124 |
|
| 320 |
+
| 0.0197 | 0.9473 | 1325 | 0.0126 |
|
| 321 |
+
| 0.0161 | 0.9508 | 1330 | 0.0126 |
|
| 322 |
+
| 0.0144 | 0.9544 | 1335 | 0.0127 |
|
| 323 |
+
| 0.0189 | 0.9580 | 1340 | 0.0126 |
|
| 324 |
+
| 0.0206 | 0.9616 | 1345 | 0.0125 |
|
| 325 |
+
| 0.0174 | 0.9651 | 1350 | 0.0128 |
|
| 326 |
+
| 0.0163 | 0.9687 | 1355 | 0.0127 |
|
| 327 |
+
| 0.0174 | 0.9723 | 1360 | 0.0126 |
|
| 328 |
+
| 0.0151 | 0.9759 | 1365 | 0.0124 |
|
| 329 |
+
| 0.0128 | 0.9794 | 1370 | 0.0124 |
|
| 330 |
+
| 0.017 | 0.9830 | 1375 | 0.0121 |
|
| 331 |
+
| 0.0172 | 0.9866 | 1380 | 0.0120 |
|
| 332 |
+
| 0.0182 | 0.9902 | 1385 | 0.0120 |
|
| 333 |
+
| 0.0231 | 0.9937 | 1390 | 0.0119 |
|
| 334 |
+
| 0.0167 | 0.9973 | 1395 | 0.0121 |
|
| 335 |
+
| 0.0216 | 1.0009 | 1400 | 0.0121 |
|
| 336 |
+
| 0.0226 | 1.0045 | 1405 | 0.0120 |
|
| 337 |
+
| 0.012 | 1.0080 | 1410 | 0.0120 |
|
| 338 |
+
| 0.0148 | 1.0116 | 1415 | 0.0121 |
|
| 339 |
+
| 0.0139 | 1.0152 | 1420 | 0.0120 |
|
| 340 |
+
| 0.0174 | 1.0188 | 1425 | 0.0122 |
|
| 341 |
+
| 0.0159 | 1.0223 | 1430 | 0.0124 |
|
| 342 |
+
| 0.0209 | 1.0259 | 1435 | 0.0122 |
|
| 343 |
+
| 0.0126 | 1.0295 | 1440 | 0.0121 |
|
| 344 |
+
| 0.0225 | 1.0331 | 1445 | 0.0121 |
|
| 345 |
+
| 0.0161 | 1.0366 | 1450 | 0.0122 |
|
| 346 |
+
| 0.0207 | 1.0402 | 1455 | 0.0122 |
|
| 347 |
+
| 0.0276 | 1.0438 | 1460 | 0.0124 |
|
| 348 |
+
| 0.0126 | 1.0474 | 1465 | 0.0122 |
|
| 349 |
+
| 0.0168 | 1.0509 | 1470 | 0.0122 |
|
| 350 |
+
| 0.0163 | 1.0545 | 1475 | 0.0122 |
|
| 351 |
+
| 0.0231 | 1.0581 | 1480 | 0.0122 |
|
| 352 |
+
| 0.0205 | 1.0617 | 1485 | 0.0121 |
|
| 353 |
+
| 0.0174 | 1.0652 | 1490 | 0.0122 |
|
| 354 |
+
| 0.0186 | 1.0688 | 1495 | 0.0123 |
|
| 355 |
+
| 0.0161 | 1.0724 | 1500 | 0.0121 |
|
| 356 |
+
| 0.0201 | 1.0760 | 1505 | 0.0121 |
|
| 357 |
+
| 0.0259 | 1.0795 | 1510 | 0.0123 |
|
| 358 |
+
| 0.0191 | 1.0831 | 1515 | 0.0125 |
|
| 359 |
+
| 0.0182 | 1.0867 | 1520 | 0.0125 |
|
| 360 |
+
| 0.0202 | 1.0903 | 1525 | 0.0123 |
|
| 361 |
+
| 0.0174 | 1.0938 | 1530 | 0.0123 |
|
| 362 |
+
| 0.0109 | 1.0974 | 1535 | 0.0125 |
|
| 363 |
+
| 0.0171 | 1.1010 | 1540 | 0.0124 |
|
| 364 |
+
| 0.0165 | 1.1046 | 1545 | 0.0120 |
|
| 365 |
+
| 0.023 | 1.1081 | 1550 | 0.0120 |
|
| 366 |
+
| 0.0131 | 1.1117 | 1555 | 0.0120 |
|
| 367 |
+
| 0.0118 | 1.1153 | 1560 | 0.0117 |
|
| 368 |
+
| 0.0212 | 1.1189 | 1565 | 0.0120 |
|
| 369 |
+
| 0.014 | 1.1224 | 1570 | 0.0122 |
|
| 370 |
+
| 0.017 | 1.1260 | 1575 | 0.0123 |
|
| 371 |
+
| 0.0157 | 1.1296 | 1580 | 0.0122 |
|
| 372 |
+
| 0.0136 | 1.1332 | 1585 | 0.0120 |
|
| 373 |
+
| 0.0158 | 1.1367 | 1590 | 0.0120 |
|
| 374 |
+
| 0.0127 | 1.1403 | 1595 | 0.0120 |
|
| 375 |
+
| 0.0169 | 1.1439 | 1600 | 0.0123 |
|
| 376 |
+
| 0.0117 | 1.1475 | 1605 | 0.0122 |
|
| 377 |
+
| 0.0162 | 1.1510 | 1610 | 0.0121 |
|
| 378 |
+
| 0.0161 | 1.1546 | 1615 | 0.0122 |
|
| 379 |
+
| 0.0162 | 1.1582 | 1620 | 0.0123 |
|
| 380 |
+
| 0.0144 | 1.1618 | 1625 | 0.0123 |
|
| 381 |
+
| 0.0211 | 1.1653 | 1630 | 0.0120 |
|
| 382 |
+
| 0.0148 | 1.1689 | 1635 | 0.0123 |
|
| 383 |
+
| 0.0118 | 1.1725 | 1640 | 0.0123 |
|
| 384 |
+
| 0.0126 | 1.1761 | 1645 | 0.0124 |
|
| 385 |
+
| 0.0089 | 1.1796 | 1650 | 0.0125 |
|
| 386 |
+
| 0.0161 | 1.1832 | 1655 | 0.0122 |
|
| 387 |
+
| 0.0254 | 1.1868 | 1660 | 0.0124 |
|
| 388 |
+
| 0.0116 | 1.1903 | 1665 | 0.0124 |
|
| 389 |
+
| 0.0254 | 1.1939 | 1670 | 0.0125 |
|
| 390 |
+
| 0.0197 | 1.1975 | 1675 | 0.0127 |
|
| 391 |
+
| 0.0174 | 1.2011 | 1680 | 0.0122 |
|
| 392 |
+
| 0.0089 | 1.2046 | 1685 | 0.0120 |
|
| 393 |
+
| 0.0156 | 1.2082 | 1690 | 0.0119 |
|
| 394 |
+
| 0.0221 | 1.2118 | 1695 | 0.0117 |
|
| 395 |
+
| 0.0185 | 1.2154 | 1700 | 0.0118 |
|
| 396 |
+
| 0.0159 | 1.2189 | 1705 | 0.0115 |
|
| 397 |
+
| 0.0169 | 1.2225 | 1710 | 0.0117 |
|
| 398 |
+
| 0.0169 | 1.2261 | 1715 | 0.0115 |
|
| 399 |
+
| 0.0142 | 1.2297 | 1720 | 0.0116 |
|
| 400 |
+
| 0.0129 | 1.2332 | 1725 | 0.0117 |
|
| 401 |
+
| 0.0128 | 1.2368 | 1730 | 0.0117 |
|
| 402 |
+
| 0.0141 | 1.2404 | 1735 | 0.0117 |
|
| 403 |
+
| 0.0155 | 1.2440 | 1740 | 0.0120 |
|
| 404 |
+
| 0.0227 | 1.2475 | 1745 | 0.0119 |
|
| 405 |
+
| 0.0293 | 1.2511 | 1750 | 0.0119 |
|
| 406 |
+
| 0.0229 | 1.2547 | 1755 | 0.0121 |
|
| 407 |
+
| 0.0141 | 1.2583 | 1760 | 0.0119 |
|
| 408 |
+
| 0.0106 | 1.2618 | 1765 | 0.0120 |
|
| 409 |
+
| 0.0174 | 1.2654 | 1770 | 0.0121 |
|
| 410 |
+
| 0.0179 | 1.2690 | 1775 | 0.0120 |
|
| 411 |
+
| 0.0113 | 1.2726 | 1780 | 0.0117 |
|
| 412 |
+
| 0.0126 | 1.2761 | 1785 | 0.0118 |
|
| 413 |
+
| 0.0152 | 1.2797 | 1790 | 0.0118 |
|
| 414 |
+
| 0.0104 | 1.2833 | 1795 | 0.0118 |
|
| 415 |
+
| 0.0132 | 1.2869 | 1800 | 0.0116 |
|
| 416 |
+
| 0.0181 | 1.2904 | 1805 | 0.0119 |
|
| 417 |
+
| 0.0184 | 1.2940 | 1810 | 0.0119 |
|
| 418 |
+
| 0.01 | 1.2976 | 1815 | 0.0117 |
|
| 419 |
+
| 0.0133 | 1.3012 | 1820 | 0.0116 |
|
| 420 |
+
| 0.0127 | 1.3047 | 1825 | 0.0115 |
|
| 421 |
+
| 0.0199 | 1.3083 | 1830 | 0.0114 |
|
| 422 |
+
| 0.0143 | 1.3119 | 1835 | 0.0115 |
|
| 423 |
+
| 0.0179 | 1.3155 | 1840 | 0.0118 |
|
| 424 |
+
| 0.0199 | 1.3190 | 1845 | 0.0117 |
|
| 425 |
+
| 0.0157 | 1.3226 | 1850 | 0.0115 |
|
| 426 |
+
| 0.0187 | 1.3262 | 1855 | 0.0118 |
|
| 427 |
+
| 0.0137 | 1.3298 | 1860 | 0.0117 |
|
| 428 |
+
| 0.0121 | 1.3333 | 1865 | 0.0116 |
|
| 429 |
+
| 0.022 | 1.3369 | 1870 | 0.0116 |
|
| 430 |
+
| 0.0115 | 1.3405 | 1875 | 0.0115 |
|
| 431 |
+
| 0.0169 | 1.3441 | 1880 | 0.0112 |
|
| 432 |
+
| 0.0148 | 1.3476 | 1885 | 0.0115 |
|
| 433 |
+
| 0.0186 | 1.3512 | 1890 | 0.0113 |
|
| 434 |
+
| 0.0146 | 1.3548 | 1895 | 0.0112 |
|
| 435 |
+
| 0.0137 | 1.3584 | 1900 | 0.0113 |
|
| 436 |
+
| 0.0155 | 1.3619 | 1905 | 0.0113 |
|
| 437 |
+
| 0.0167 | 1.3655 | 1910 | 0.0114 |
|
| 438 |
+
| 0.0172 | 1.3691 | 1915 | 0.0112 |
|
| 439 |
+
| 0.0192 | 1.3727 | 1920 | 0.0111 |
|
| 440 |
+
| 0.021 | 1.3762 | 1925 | 0.0110 |
|
| 441 |
+
| 0.0112 | 1.3798 | 1930 | 0.0111 |
|
| 442 |
+
| 0.0095 | 1.3834 | 1935 | 0.0110 |
|
| 443 |
+
| 0.0132 | 1.3870 | 1940 | 0.0111 |
|
| 444 |
+
| 0.0124 | 1.3905 | 1945 | 0.0110 |
|
| 445 |
+
| 0.0131 | 1.3941 | 1950 | 0.0112 |
|
| 446 |
+
| 0.0154 | 1.3977 | 1955 | 0.0112 |
|
| 447 |
+
| 0.0104 | 1.4013 | 1960 | 0.0111 |
|
| 448 |
+
| 0.012 | 1.4048 | 1965 | 0.0111 |
|
| 449 |
+
| 0.0159 | 1.4084 | 1970 | 0.0112 |
|
| 450 |
+
| 0.0205 | 1.4120 | 1975 | 0.0114 |
|
| 451 |
+
| 0.0111 | 1.4155 | 1980 | 0.0117 |
|
| 452 |
+
| 0.0147 | 1.4191 | 1985 | 0.0116 |
|
| 453 |
+
| 0.011 | 1.4227 | 1990 | 0.0118 |
|
| 454 |
+
| 0.0217 | 1.4263 | 1995 | 0.0118 |
|
| 455 |
+
| 0.0241 | 1.4298 | 2000 | 0.0114 |
|
| 456 |
+
| 0.011 | 1.4334 | 2005 | 0.0113 |
|
| 457 |
+
| 0.0157 | 1.4370 | 2010 | 0.0112 |
|
| 458 |
+
| 0.0077 | 1.4406 | 2015 | 0.0114 |
|
| 459 |
+
| 0.0132 | 1.4441 | 2020 | 0.0112 |
|
| 460 |
+
| 0.0133 | 1.4477 | 2025 | 0.0112 |
|
| 461 |
+
| 0.0166 | 1.4513 | 2030 | 0.0113 |
|
| 462 |
+
| 0.0242 | 1.4549 | 2035 | 0.0111 |
|
| 463 |
+
| 0.0256 | 1.4584 | 2040 | 0.0114 |
|
| 464 |
+
| 0.0168 | 1.4620 | 2045 | 0.0112 |
|
| 465 |
+
| 0.0187 | 1.4656 | 2050 | 0.0111 |
|
| 466 |
+
| 0.0143 | 1.4692 | 2055 | 0.0112 |
|
| 467 |
+
| 0.0129 | 1.4727 | 2060 | 0.0111 |
|
| 468 |
+
| 0.0153 | 1.4763 | 2065 | 0.0110 |
|
| 469 |
+
| 0.0265 | 1.4799 | 2070 | 0.0111 |
|
| 470 |
+
| 0.0128 | 1.4835 | 2075 | 0.0112 |
|
| 471 |
+
| 0.0137 | 1.4870 | 2080 | 0.0114 |
|
| 472 |
+
| 0.0108 | 1.4906 | 2085 | 0.0113 |
|
| 473 |
+
| 0.0161 | 1.4942 | 2090 | 0.0114 |
|
| 474 |
+
| 0.0208 | 1.4978 | 2095 | 0.0113 |
|
| 475 |
+
| 0.0171 | 1.5013 | 2100 | 0.0113 |
|
| 476 |
+
| 0.0138 | 1.5049 | 2105 | 0.0113 |
|
| 477 |
+
| 0.0137 | 1.5085 | 2110 | 0.0111 |
|
| 478 |
+
| 0.0109 | 1.5121 | 2115 | 0.0111 |
|
| 479 |
+
| 0.0154 | 1.5156 | 2120 | 0.0109 |
|
| 480 |
+
| 0.0181 | 1.5192 | 2125 | 0.0111 |
|
| 481 |
+
| 0.0158 | 1.5228 | 2130 | 0.0110 |
|
| 482 |
+
| 0.0108 | 1.5264 | 2135 | 0.0113 |
|
| 483 |
+
| 0.0181 | 1.5299 | 2140 | 0.0111 |
|
| 484 |
+
| 0.0163 | 1.5335 | 2145 | 0.0112 |
|
| 485 |
+
| 0.0302 | 1.5371 | 2150 | 0.0110 |
|
| 486 |
+
| 0.0153 | 1.5407 | 2155 | 0.0110 |
|
| 487 |
+
| 0.0199 | 1.5442 | 2160 | 0.0111 |
|
| 488 |
+
| 0.0219 | 1.5478 | 2165 | 0.0112 |
|
| 489 |
+
| 0.0134 | 1.5514 | 2170 | 0.0113 |
|
| 490 |
+
| 0.0179 | 1.5550 | 2175 | 0.0112 |
|
| 491 |
+
| 0.0164 | 1.5585 | 2180 | 0.0109 |
|
| 492 |
+
| 0.0091 | 1.5621 | 2185 | 0.0108 |
|
| 493 |
+
| 0.0129 | 1.5657 | 2190 | 0.0109 |
|
| 494 |
+
| 0.0149 | 1.5693 | 2195 | 0.0111 |
|
| 495 |
+
| 0.0144 | 1.5728 | 2200 | 0.0114 |
|
| 496 |
+
| 0.0158 | 1.5764 | 2205 | 0.0113 |
|
| 497 |
+
| 0.0161 | 1.5800 | 2210 | 0.0111 |
|
| 498 |
+
| 0.0126 | 1.5836 | 2215 | 0.0111 |
|
| 499 |
+
| 0.0086 | 1.5871 | 2220 | 0.0110 |
|
| 500 |
+
| 0.0157 | 1.5907 | 2225 | 0.0112 |
|
| 501 |
+
| 0.0165 | 1.5943 | 2230 | 0.0114 |
|
| 502 |
+
| 0.0146 | 1.5979 | 2235 | 0.0115 |
|
| 503 |
+
| 0.0152 | 1.6014 | 2240 | 0.0113 |
|
| 504 |
+
| 0.0117 | 1.6050 | 2245 | 0.0113 |
|
| 505 |
+
| 0.0177 | 1.6086 | 2250 | 0.0112 |
|
| 506 |
+
| 0.0135 | 1.6122 | 2255 | 0.0113 |
|
| 507 |
+
| 0.0148 | 1.6157 | 2260 | 0.0113 |
|
| 508 |
+
| 0.0152 | 1.6193 | 2265 | 0.0114 |
|
| 509 |
+
| 0.0152 | 1.6229 | 2270 | 0.0113 |
|
| 510 |
+
| 0.0239 | 1.6265 | 2275 | 0.0112 |
|
| 511 |
+
| 0.0124 | 1.6300 | 2280 | 0.0111 |
|
| 512 |
+
| 0.0156 | 1.6336 | 2285 | 0.0109 |
|
| 513 |
+
| 0.0161 | 1.6372 | 2290 | 0.0108 |
|
| 514 |
+
| 0.0143 | 1.6408 | 2295 | 0.0109 |
|
| 515 |
+
| 0.0113 | 1.6443 | 2300 | 0.0108 |
|
| 516 |
+
| 0.0176 | 1.6479 | 2305 | 0.0109 |
|
| 517 |
+
| 0.0142 | 1.6515 | 2310 | 0.0110 |
|
| 518 |
+
| 0.0158 | 1.6550 | 2315 | 0.0110 |
|
| 519 |
+
| 0.0163 | 1.6586 | 2320 | 0.0107 |
|
| 520 |
+
| 0.0127 | 1.6622 | 2325 | 0.0106 |
|
| 521 |
+
| 0.0175 | 1.6658 | 2330 | 0.0108 |
|
| 522 |
+
| 0.0334 | 1.6693 | 2335 | 0.0106 |
|
| 523 |
+
| 0.0134 | 1.6729 | 2340 | 0.0106 |
|
| 524 |
+
| 0.0245 | 1.6765 | 2345 | 0.0106 |
|
| 525 |
+
| 0.0168 | 1.6801 | 2350 | 0.0106 |
|
| 526 |
+
| 0.0106 | 1.6836 | 2355 | 0.0105 |
|
| 527 |
+
| 0.0092 | 1.6872 | 2360 | 0.0107 |
|
| 528 |
+
| 0.0219 | 1.6908 | 2365 | 0.0107 |
|
| 529 |
+
| 0.0175 | 1.6944 | 2370 | 0.0105 |
|
| 530 |
+
| 0.0114 | 1.6979 | 2375 | 0.0107 |
|
| 531 |
+
| 0.0124 | 1.7015 | 2380 | 0.0106 |
|
| 532 |
+
| 0.0188 | 1.7051 | 2385 | 0.0106 |
|
| 533 |
+
| 0.0165 | 1.7087 | 2390 | 0.0106 |
|
| 534 |
+
| 0.0298 | 1.7122 | 2395 | 0.0105 |
|
| 535 |
+
| 0.0123 | 1.7158 | 2400 | 0.0105 |
|
| 536 |
+
| 0.0293 | 1.7194 | 2405 | 0.0107 |
|
| 537 |
+
| 0.0121 | 1.7230 | 2410 | 0.0107 |
|
| 538 |
+
| 0.0134 | 1.7265 | 2415 | 0.0106 |
|
| 539 |
+
| 0.0103 | 1.7301 | 2420 | 0.0105 |
|
| 540 |
+
| 0.0132 | 1.7337 | 2425 | 0.0106 |
|
| 541 |
+
| 0.0133 | 1.7373 | 2430 | 0.0105 |
|
| 542 |
+
| 0.0166 | 1.7408 | 2435 | 0.0107 |
|
| 543 |
+
| 0.0178 | 1.7444 | 2440 | 0.0108 |
|
| 544 |
+
| 0.0127 | 1.7480 | 2445 | 0.0107 |
|
| 545 |
+
| 0.0197 | 1.7516 | 2450 | 0.0105 |
|
| 546 |
+
| 0.0145 | 1.7551 | 2455 | 0.0108 |
|
| 547 |
+
| 0.0135 | 1.7587 | 2460 | 0.0106 |
|
| 548 |
+
| 0.0169 | 1.7623 | 2465 | 0.0105 |
|
| 549 |
+
| 0.0127 | 1.7659 | 2470 | 0.0104 |
|
| 550 |
+
| 0.0176 | 1.7694 | 2475 | 0.0106 |
|
| 551 |
+
| 0.0143 | 1.7730 | 2480 | 0.0108 |
|
| 552 |
+
| 0.0106 | 1.7766 | 2485 | 0.0107 |
|
| 553 |
+
| 0.0131 | 1.7802 | 2490 | 0.0105 |
|
| 554 |
+
| 0.0226 | 1.7837 | 2495 | 0.0104 |
|
| 555 |
+
| 0.0115 | 1.7873 | 2500 | 0.0105 |
|
| 556 |
+
| 0.009 | 1.7909 | 2505 | 0.0101 |
|
| 557 |
+
| 0.018 | 1.7945 | 2510 | 0.0102 |
|
| 558 |
+
| 0.0198 | 1.7980 | 2515 | 0.0103 |
|
| 559 |
+
| 0.0149 | 1.8016 | 2520 | 0.0102 |
|
| 560 |
+
| 0.0182 | 1.8052 | 2525 | 0.0104 |
|
| 561 |
+
| 0.0118 | 1.8088 | 2530 | 0.0103 |
|
| 562 |
+
| 0.0161 | 1.8123 | 2535 | 0.0104 |
|
| 563 |
+
| 0.0116 | 1.8159 | 2540 | 0.0105 |
|
| 564 |
+
| 0.0126 | 1.8195 | 2545 | 0.0104 |
|
| 565 |
+
| 0.0099 | 1.8231 | 2550 | 0.0106 |
|
| 566 |
+
| 0.0158 | 1.8266 | 2555 | 0.0106 |
|
| 567 |
+
| 0.0137 | 1.8302 | 2560 | 0.0107 |
|
| 568 |
+
| 0.0098 | 1.8338 | 2565 | 0.0107 |
|
| 569 |
+
| 0.0137 | 1.8374 | 2570 | 0.0106 |
|
| 570 |
+
| 0.0126 | 1.8409 | 2575 | 0.0107 |
|
| 571 |
+
| 0.0132 | 1.8445 | 2580 | 0.0106 |
|
| 572 |
+
| 0.0107 | 1.8481 | 2585 | 0.0106 |
|
| 573 |
+
| 0.0111 | 1.8517 | 2590 | 0.0108 |
|
| 574 |
+
| 0.0186 | 1.8552 | 2595 | 0.0109 |
|
| 575 |
+
| 0.0143 | 1.8588 | 2600 | 0.0109 |
|
| 576 |
+
| 0.0139 | 1.8624 | 2605 | 0.0109 |
|
| 577 |
+
| 0.0157 | 1.8660 | 2610 | 0.0106 |
|
| 578 |
+
| 0.0187 | 1.8695 | 2615 | 0.0105 |
|
| 579 |
+
| 0.0127 | 1.8731 | 2620 | 0.0106 |
|
| 580 |
+
| 0.0158 | 1.8767 | 2625 | 0.0105 |
|
| 581 |
+
| 0.0203 | 1.8803 | 2630 | 0.0105 |
|
| 582 |
+
| 0.0167 | 1.8838 | 2635 | 0.0105 |
|
| 583 |
+
| 0.0098 | 1.8874 | 2640 | 0.0105 |
|
| 584 |
+
| 0.0118 | 1.8910 | 2645 | 0.0104 |
|
| 585 |
+
| 0.0133 | 1.8945 | 2650 | 0.0104 |
|
| 586 |
+
| 0.019 | 1.8981 | 2655 | 0.0104 |
|
| 587 |
+
| 0.0202 | 1.9017 | 2660 | 0.0104 |
|
| 588 |
+
| 0.0143 | 1.9053 | 2665 | 0.0105 |
|
| 589 |
+
| 0.0138 | 1.9088 | 2670 | 0.0106 |
|
| 590 |
+
| 0.0184 | 1.9124 | 2675 | 0.0107 |
|
| 591 |
+
| 0.0134 | 1.9160 | 2680 | 0.0105 |
|
| 592 |
+
| 0.0123 | 1.9196 | 2685 | 0.0104 |
|
| 593 |
+
| 0.0106 | 1.9231 | 2690 | 0.0105 |
|
| 594 |
+
| 0.018 | 1.9267 | 2695 | 0.0105 |
|
| 595 |
+
| 0.01 | 1.9303 | 2700 | 0.0105 |
|
| 596 |
+
| 0.0154 | 1.9339 | 2705 | 0.0105 |
|
| 597 |
+
| 0.0157 | 1.9374 | 2710 | 0.0104 |
|
| 598 |
+
| 0.0156 | 1.9410 | 2715 | 0.0101 |
|
| 599 |
+
| 0.0102 | 1.9446 | 2720 | 0.0100 |
|
| 600 |
+
| 0.0127 | 1.9482 | 2725 | 0.0101 |
|
| 601 |
+
| 0.0132 | 1.9517 | 2730 | 0.0100 |
|
| 602 |
+
| 0.0208 | 1.9553 | 2735 | 0.0102 |
|
| 603 |
+
| 0.0168 | 1.9589 | 2740 | 0.0104 |
|
| 604 |
+
| 0.0164 | 1.9625 | 2745 | 0.0102 |
|
| 605 |
+
| 0.0148 | 1.9660 | 2750 | 0.0103 |
|
| 606 |
+
| 0.0141 | 1.9696 | 2755 | 0.0102 |
|
| 607 |
+
| 0.02 | 1.9732 | 2760 | 0.0104 |
|
| 608 |
+
| 0.013 | 1.9768 | 2765 | 0.0105 |
|
| 609 |
+
| 0.015 | 1.9803 | 2770 | 0.0104 |
|
| 610 |
+
| 0.0089 | 1.9839 | 2775 | 0.0103 |
|
| 611 |
+
| 0.0118 | 1.9875 | 2780 | 0.0102 |
|
| 612 |
+
| 0.0083 | 1.9911 | 2785 | 0.0101 |
|
| 613 |
+
| 0.0117 | 1.9946 | 2790 | 0.0102 |
|
| 614 |
+
| 0.0106 | 1.9982 | 2795 | 0.0104 |
|
| 615 |
+
| 0.0121 | 2.0018 | 2800 | 0.0103 |
|
| 616 |
+
| 0.0119 | 2.0054 | 2805 | 0.0106 |
|
| 617 |
+
| 0.0153 | 2.0089 | 2810 | 0.0106 |
|
| 618 |
+
| 0.0076 | 2.0125 | 2815 | 0.0105 |
|
| 619 |
+
| 0.0144 | 2.0161 | 2820 | 0.0103 |
|
| 620 |
+
| 0.0122 | 2.0197 | 2825 | 0.0104 |
|
| 621 |
+
| 0.0105 | 2.0232 | 2830 | 0.0101 |
|
| 622 |
+
| 0.0131 | 2.0268 | 2835 | 0.0102 |
|
| 623 |
+
| 0.0145 | 2.0304 | 2840 | 0.0102 |
|
| 624 |
+
| 0.0136 | 2.0340 | 2845 | 0.0103 |
|
| 625 |
+
| 0.01 | 2.0375 | 2850 | 0.0104 |
|
| 626 |
+
| 0.0083 | 2.0411 | 2855 | 0.0104 |
|
| 627 |
+
| 0.0112 | 2.0447 | 2860 | 0.0105 |
|
| 628 |
+
| 0.0146 | 2.0483 | 2865 | 0.0106 |
|
| 629 |
+
| 0.0165 | 2.0518 | 2870 | 0.0108 |
|
| 630 |
+
| 0.0175 | 2.0554 | 2875 | 0.0109 |
|
| 631 |
+
| 0.0198 | 2.0590 | 2880 | 0.0108 |
|
| 632 |
+
| 0.0126 | 2.0626 | 2885 | 0.0108 |
|
| 633 |
+
| 0.0133 | 2.0661 | 2890 | 0.0103 |
|
| 634 |
+
| 0.0128 | 2.0697 | 2895 | 0.0103 |
|
| 635 |
+
| 0.008 | 2.0733 | 2900 | 0.0104 |
|
| 636 |
+
| 0.0106 | 2.0769 | 2905 | 0.0103 |
|
| 637 |
+
| 0.0141 | 2.0804 | 2910 | 0.0104 |
|
| 638 |
+
| 0.0115 | 2.0840 | 2915 | 0.0104 |
|
| 639 |
+
| 0.0198 | 2.0876 | 2920 | 0.0104 |
|
| 640 |
+
| 0.015 | 2.0912 | 2925 | 0.0106 |
|
| 641 |
+
| 0.0134 | 2.0947 | 2930 | 0.0106 |
|
| 642 |
+
| 0.012 | 2.0983 | 2935 | 0.0104 |
|
| 643 |
+
| 0.0171 | 2.1019 | 2940 | 0.0103 |
|
| 644 |
+
| 0.0128 | 2.1055 | 2945 | 0.0103 |
|
| 645 |
+
| 0.0136 | 2.1090 | 2950 | 0.0104 |
|
| 646 |
+
| 0.0127 | 2.1126 | 2955 | 0.0102 |
|
| 647 |
+
| 0.0158 | 2.1162 | 2960 | 0.0099 |
|
| 648 |
+
| 0.0147 | 2.1197 | 2965 | 0.0099 |
|
| 649 |
+
| 0.0227 | 2.1233 | 2970 | 0.0100 |
|
| 650 |
+
| 0.0105 | 2.1269 | 2975 | 0.0100 |
|
| 651 |
+
| 0.0112 | 2.1305 | 2980 | 0.0101 |
|
| 652 |
+
| 0.0107 | 2.1340 | 2985 | 0.0100 |
|
| 653 |
+
| 0.0105 | 2.1376 | 2990 | 0.0099 |
|
| 654 |
+
| 0.0129 | 2.1412 | 2995 | 0.0097 |
|
| 655 |
+
| 0.0098 | 2.1448 | 3000 | 0.0098 |
|
| 656 |
+
| 0.0161 | 2.1483 | 3005 | 0.0100 |
|
| 657 |
+
| 0.0129 | 2.1519 | 3010 | 0.0100 |
|
| 658 |
+
| 0.0131 | 2.1555 | 3015 | 0.0102 |
|
| 659 |
+
| 0.0212 | 2.1591 | 3020 | 0.0101 |
|
| 660 |
+
| 0.0076 | 2.1626 | 3025 | 0.0103 |
|
| 661 |
+
| 0.0079 | 2.1662 | 3030 | 0.0101 |
|
| 662 |
+
| 0.015 | 2.1698 | 3035 | 0.0101 |
|
| 663 |
+
| 0.0154 | 2.1734 | 3040 | 0.0105 |
|
| 664 |
+
| 0.0113 | 2.1769 | 3045 | 0.0103 |
|
| 665 |
+
| 0.0151 | 2.1805 | 3050 | 0.0102 |
|
| 666 |
+
| 0.0129 | 2.1841 | 3055 | 0.0099 |
|
| 667 |
+
| 0.0097 | 2.1877 | 3060 | 0.0099 |
|
| 668 |
+
| 0.0084 | 2.1912 | 3065 | 0.0100 |
|
| 669 |
+
| 0.0179 | 2.1948 | 3070 | 0.0102 |
|
| 670 |
+
| 0.0107 | 2.1984 | 3075 | 0.0100 |
|
| 671 |
+
| 0.0238 | 2.2020 | 3080 | 0.0100 |
|
| 672 |
+
| 0.0125 | 2.2055 | 3085 | 0.0101 |
|
| 673 |
+
| 0.0094 | 2.2091 | 3090 | 0.0101 |
|
| 674 |
+
| 0.0073 | 2.2127 | 3095 | 0.0101 |
|
| 675 |
+
| 0.0064 | 2.2163 | 3100 | 0.0100 |
|
| 676 |
+
| 0.0158 | 2.2198 | 3105 | 0.0100 |
|
| 677 |
+
| 0.0105 | 2.2234 | 3110 | 0.0100 |
|
| 678 |
+
| 0.014 | 2.2270 | 3115 | 0.0100 |
|
| 679 |
+
| 0.0136 | 2.2306 | 3120 | 0.0101 |
|
| 680 |
+
| 0.0115 | 2.2341 | 3125 | 0.0101 |
|
| 681 |
+
| 0.0138 | 2.2377 | 3130 | 0.0101 |
|
| 682 |
+
| 0.0179 | 2.2413 | 3135 | 0.0098 |
|
| 683 |
+
| 0.0143 | 2.2449 | 3140 | 0.0098 |
|
| 684 |
+
| 0.0138 | 2.2484 | 3145 | 0.0099 |
|
| 685 |
+
| 0.0197 | 2.2520 | 3150 | 0.0097 |
|
| 686 |
+
| 0.0109 | 2.2556 | 3155 | 0.0096 |
|
| 687 |
+
| 0.0115 | 2.2592 | 3160 | 0.0097 |
|
| 688 |
+
| 0.0133 | 2.2627 | 3165 | 0.0096 |
|
| 689 |
+
| 0.0099 | 2.2663 | 3170 | 0.0095 |
|
| 690 |
+
| 0.0098 | 2.2699 | 3175 | 0.0096 |
|
| 691 |
+
| 0.0164 | 2.2735 | 3180 | 0.0097 |
|
| 692 |
+
| 0.0101 | 2.2770 | 3185 | 0.0099 |
|
| 693 |
+
| 0.0211 | 2.2806 | 3190 | 0.0099 |
|
| 694 |
+
| 0.0081 | 2.2842 | 3195 | 0.0098 |
|
| 695 |
+
| 0.0073 | 2.2878 | 3200 | 0.0099 |
|
| 696 |
+
| 0.0071 | 2.2913 | 3205 | 0.0101 |
|
| 697 |
+
| 0.0147 | 2.2949 | 3210 | 0.0102 |
|
| 698 |
+
| 0.0185 | 2.2985 | 3215 | 0.0100 |
|
| 699 |
+
| 0.0106 | 2.3021 | 3220 | 0.0098 |
|
| 700 |
+
| 0.0081 | 2.3056 | 3225 | 0.0099 |
|
| 701 |
+
| 0.0139 | 2.3092 | 3230 | 0.0098 |
|
| 702 |
+
| 0.0143 | 2.3128 | 3235 | 0.0099 |
|
| 703 |
+
| 0.0096 | 2.3164 | 3240 | 0.0098 |
|
| 704 |
+
| 0.0134 | 2.3199 | 3245 | 0.0097 |
|
| 705 |
+
| 0.0101 | 2.3235 | 3250 | 0.0096 |
|
| 706 |
+
| 0.0118 | 2.3271 | 3255 | 0.0095 |
|
| 707 |
+
| 0.0151 | 2.3307 | 3260 | 0.0094 |
|
| 708 |
+
| 0.0079 | 2.3342 | 3265 | 0.0094 |
|
| 709 |
+
| 0.0161 | 2.3378 | 3270 | 0.0096 |
|
| 710 |
+
| 0.0102 | 2.3414 | 3275 | 0.0095 |
|
| 711 |
+
| 0.0157 | 2.3450 | 3280 | 0.0095 |
|
| 712 |
+
| 0.0077 | 2.3485 | 3285 | 0.0095 |
|
| 713 |
+
| 0.0214 | 2.3521 | 3290 | 0.0095 |
|
| 714 |
+
| 0.0152 | 2.3557 | 3295 | 0.0094 |
|
| 715 |
+
| 0.0093 | 2.3592 | 3300 | 0.0093 |
|
| 716 |
+
| 0.0149 | 2.3628 | 3305 | 0.0092 |
|
| 717 |
+
| 0.0139 | 2.3664 | 3310 | 0.0094 |
|
| 718 |
+
| 0.0121 | 2.3700 | 3315 | 0.0094 |
|
| 719 |
+
| 0.0159 | 2.3735 | 3320 | 0.0094 |
|
| 720 |
+
| 0.0148 | 2.3771 | 3325 | 0.0094 |
|
| 721 |
+
| 0.0074 | 2.3807 | 3330 | 0.0094 |
|
| 722 |
+
| 0.0099 | 2.3843 | 3335 | 0.0093 |
|
| 723 |
+
| 0.0167 | 2.3878 | 3340 | 0.0094 |
|
| 724 |
+
| 0.0148 | 2.3914 | 3345 | 0.0094 |
|
| 725 |
+
| 0.0113 | 2.3950 | 3350 | 0.0097 |
|
| 726 |
+
| 0.014 | 2.3986 | 3355 | 0.0099 |
|
| 727 |
+
| 0.0142 | 2.4021 | 3360 | 0.0099 |
|
| 728 |
+
| 0.0123 | 2.4057 | 3365 | 0.0101 |
|
| 729 |
+
| 0.0119 | 2.4093 | 3370 | 0.0099 |
|
| 730 |
+
| 0.0116 | 2.4129 | 3375 | 0.0096 |
|
| 731 |
+
| 0.0089 | 2.4164 | 3380 | 0.0095 |
|
| 732 |
+
| 0.0179 | 2.4200 | 3385 | 0.0095 |
|
| 733 |
+
| 0.0131 | 2.4236 | 3390 | 0.0097 |
|
| 734 |
+
| 0.0134 | 2.4272 | 3395 | 0.0098 |
|
| 735 |
+
| 0.012 | 2.4307 | 3400 | 0.0097 |
|
| 736 |
+
| 0.012 | 2.4343 | 3405 | 0.0098 |
|
| 737 |
+
| 0.0092 | 2.4379 | 3410 | 0.0097 |
|
| 738 |
+
| 0.0116 | 2.4415 | 3415 | 0.0098 |
|
| 739 |
+
| 0.017 | 2.4450 | 3420 | 0.0096 |
|
| 740 |
+
| 0.0105 | 2.4486 | 3425 | 0.0096 |
|
| 741 |
+
| 0.0155 | 2.4522 | 3430 | 0.0098 |
|
| 742 |
+
| 0.0126 | 2.4558 | 3435 | 0.0099 |
|
| 743 |
+
| 0.0097 | 2.4593 | 3440 | 0.0100 |
|
| 744 |
+
| 0.0106 | 2.4629 | 3445 | 0.0100 |
|
| 745 |
+
| 0.0156 | 2.4665 | 3450 | 0.0100 |
|
| 746 |
+
| 0.0114 | 2.4701 | 3455 | 0.0100 |
|
| 747 |
+
| 0.0111 | 2.4736 | 3460 | 0.0102 |
|
| 748 |
+
| 0.0123 | 2.4772 | 3465 | 0.0100 |
|
| 749 |
+
| 0.0097 | 2.4808 | 3470 | 0.0100 |
|
| 750 |
+
| 0.015 | 2.4844 | 3475 | 0.0100 |
|
| 751 |
+
| 0.0105 | 2.4879 | 3480 | 0.0101 |
|
| 752 |
+
| 0.0175 | 2.4915 | 3485 | 0.0100 |
|
| 753 |
+
| 0.0137 | 2.4951 | 3490 | 0.0100 |
|
| 754 |
+
| 0.0197 | 2.4987 | 3495 | 0.0102 |
|
| 755 |
+
| 0.0109 | 2.5022 | 3500 | 0.0103 |
|
| 756 |
+
| 0.0115 | 2.5058 | 3505 | 0.0101 |
|
| 757 |
+
| 0.0112 | 2.5094 | 3510 | 0.0101 |
|
| 758 |
+
| 0.0124 | 2.5130 | 3515 | 0.0102 |
|
| 759 |
+
| 0.0104 | 2.5165 | 3520 | 0.0104 |
|
| 760 |
+
| 0.0089 | 2.5201 | 3525 | 0.0103 |
|
| 761 |
+
| 0.0105 | 2.5237 | 3530 | 0.0102 |
|
| 762 |
+
| 0.0108 | 2.5273 | 3535 | 0.0100 |
|
| 763 |
+
| 0.0143 | 2.5308 | 3540 | 0.0097 |
|
| 764 |
+
| 0.0142 | 2.5344 | 3545 | 0.0097 |
|
| 765 |
+
| 0.0105 | 2.5380 | 3550 | 0.0098 |
|
| 766 |
+
| 0.0062 | 2.5416 | 3555 | 0.0098 |
|
| 767 |
+
| 0.0108 | 2.5451 | 3560 | 0.0099 |
|
| 768 |
+
| 0.0084 | 2.5487 | 3565 | 0.0098 |
|
| 769 |
+
| 0.0102 | 2.5523 | 3570 | 0.0098 |
|
| 770 |
+
| 0.0098 | 2.5559 | 3575 | 0.0097 |
|
| 771 |
+
| 0.0076 | 2.5594 | 3580 | 0.0098 |
|
| 772 |
+
| 0.0136 | 2.5630 | 3585 | 0.0098 |
|
| 773 |
+
| 0.0095 | 2.5666 | 3590 | 0.0098 |
|
| 774 |
+
| 0.0119 | 2.5702 | 3595 | 0.0099 |
|
| 775 |
+
| 0.0137 | 2.5737 | 3600 | 0.0098 |
|
| 776 |
+
| 0.0172 | 2.5773 | 3605 | 0.0098 |
|
| 777 |
+
| 0.0094 | 2.5809 | 3610 | 0.0099 |
|
| 778 |
+
| 0.0095 | 2.5845 | 3615 | 0.0099 |
|
| 779 |
+
| 0.0127 | 2.5880 | 3620 | 0.0098 |
|
| 780 |
+
| 0.0101 | 2.5916 | 3625 | 0.0098 |
|
| 781 |
+
| 0.0158 | 2.5952 | 3630 | 0.0099 |
|
| 782 |
+
| 0.0118 | 2.5987 | 3635 | 0.0098 |
|
| 783 |
+
| 0.008 | 2.6023 | 3640 | 0.0097 |
|
| 784 |
+
| 0.0157 | 2.6059 | 3645 | 0.0095 |
|
| 785 |
+
| 0.0113 | 2.6095 | 3650 | 0.0095 |
|
| 786 |
+
| 0.0162 | 2.6130 | 3655 | 0.0097 |
|
| 787 |
+
| 0.014 | 2.6166 | 3660 | 0.0099 |
|
| 788 |
+
| 0.0192 | 2.6202 | 3665 | 0.0100 |
|
| 789 |
+
| 0.0173 | 2.6238 | 3670 | 0.0099 |
|
| 790 |
+
| 0.02 | 2.6273 | 3675 | 0.0099 |
|
| 791 |
+
| 0.011 | 2.6309 | 3680 | 0.0098 |
|
| 792 |
+
| 0.0115 | 2.6345 | 3685 | 0.0096 |
|
| 793 |
+
| 0.0135 | 2.6381 | 3690 | 0.0094 |
|
| 794 |
+
| 0.0115 | 2.6416 | 3695 | 0.0096 |
|
| 795 |
+
| 0.008 | 2.6452 | 3700 | 0.0096 |
|
| 796 |
+
| 0.0146 | 2.6488 | 3705 | 0.0097 |
|
| 797 |
+
| 0.0086 | 2.6524 | 3710 | 0.0097 |
|
| 798 |
+
| 0.0095 | 2.6559 | 3715 | 0.0097 |
|
| 799 |
+
| 0.0096 | 2.6595 | 3720 | 0.0096 |
|
| 800 |
+
| 0.0101 | 2.6631 | 3725 | 0.0096 |
|
| 801 |
+
| 0.011 | 2.6667 | 3730 | 0.0097 |
|
| 802 |
+
| 0.0106 | 2.6702 | 3735 | 0.0098 |
|
| 803 |
+
| 0.0095 | 2.6738 | 3740 | 0.0097 |
|
| 804 |
+
| 0.0104 | 2.6774 | 3745 | 0.0098 |
|
| 805 |
+
| 0.013 | 2.6810 | 3750 | 0.0097 |
|
| 806 |
+
| 0.0093 | 2.6845 | 3755 | 0.0097 |
|
| 807 |
+
| 0.0117 | 2.6881 | 3760 | 0.0096 |
|
| 808 |
+
| 0.0181 | 2.6917 | 3765 | 0.0095 |
|
| 809 |
+
| 0.0125 | 2.6953 | 3770 | 0.0095 |
|
| 810 |
+
| 0.0132 | 2.6988 | 3775 | 0.0094 |
|
| 811 |
+
| 0.0075 | 2.7024 | 3780 | 0.0093 |
|
| 812 |
+
| 0.0101 | 2.7060 | 3785 | 0.0091 |
|
| 813 |
+
| 0.0086 | 2.7096 | 3790 | 0.0092 |
|
| 814 |
+
| 0.0118 | 2.7131 | 3795 | 0.0092 |
|
| 815 |
+
| 0.0095 | 2.7167 | 3800 | 0.0092 |
|
| 816 |
+
| 0.0117 | 2.7203 | 3805 | 0.0092 |
|
| 817 |
+
| 0.0128 | 2.7239 | 3810 | 0.0092 |
|
| 818 |
+
| 0.0123 | 2.7274 | 3815 | 0.0092 |
|
| 819 |
+
| 0.0189 | 2.7310 | 3820 | 0.0092 |
|
| 820 |
+
| 0.0127 | 2.7346 | 3825 | 0.0091 |
|
| 821 |
+
| 0.0089 | 2.7382 | 3830 | 0.0093 |
|
| 822 |
+
| 0.0115 | 2.7417 | 3835 | 0.0094 |
|
| 823 |
+
| 0.0105 | 2.7453 | 3840 | 0.0092 |
|
| 824 |
+
| 0.0077 | 2.7489 | 3845 | 0.0093 |
|
| 825 |
+
| 0.0087 | 2.7525 | 3850 | 0.0094 |
|
| 826 |
+
| 0.009 | 2.7560 | 3855 | 0.0093 |
|
| 827 |
+
| 0.0243 | 2.7596 | 3860 | 0.0095 |
|
| 828 |
+
| 0.0105 | 2.7632 | 3865 | 0.0096 |
|
| 829 |
+
| 0.016 | 2.7668 | 3870 | 0.0094 |
|
| 830 |
+
| 0.0085 | 2.7703 | 3875 | 0.0094 |
|
| 831 |
+
| 0.0111 | 2.7739 | 3880 | 0.0094 |
|
| 832 |
+
| 0.0146 | 2.7775 | 3885 | 0.0095 |
|
| 833 |
+
| 0.007 | 2.7811 | 3890 | 0.0094 |
|
| 834 |
+
| 0.0129 | 2.7846 | 3895 | 0.0095 |
|
| 835 |
+
| 0.0118 | 2.7882 | 3900 | 0.0096 |
|
| 836 |
+
| 0.0092 | 2.7918 | 3905 | 0.0097 |
|
| 837 |
+
| 0.0075 | 2.7954 | 3910 | 0.0098 |
|
| 838 |
+
| 0.0121 | 2.7989 | 3915 | 0.0098 |
|
| 839 |
+
| 0.0075 | 2.8025 | 3920 | 0.0097 |
|
| 840 |
+
| 0.0104 | 2.8061 | 3925 | 0.0097 |
|
| 841 |
+
| 0.0081 | 2.8097 | 3930 | 0.0097 |
|
| 842 |
+
| 0.0091 | 2.8132 | 3935 | 0.0098 |
|
| 843 |
+
| 0.013 | 2.8168 | 3940 | 0.0097 |
|
| 844 |
+
| 0.0109 | 2.8204 | 3945 | 0.0095 |
|
| 845 |
+
| 0.0151 | 2.8239 | 3950 | 0.0093 |
|
| 846 |
+
| 0.0083 | 2.8275 | 3955 | 0.0095 |
|
| 847 |
+
| 0.0151 | 2.8311 | 3960 | 0.0095 |
|
| 848 |
+
| 0.007 | 2.8347 | 3965 | 0.0095 |
|
| 849 |
+
| 0.0093 | 2.8382 | 3970 | 0.0093 |
|
| 850 |
+
| 0.0106 | 2.8418 | 3975 | 0.0092 |
|
| 851 |
+
| 0.0155 | 2.8454 | 3980 | 0.0093 |
|
| 852 |
+
| 0.0061 | 2.8490 | 3985 | 0.0092 |
|
| 853 |
+
| 0.0089 | 2.8525 | 3990 | 0.0092 |
|
| 854 |
+
| 0.0196 | 2.8561 | 3995 | 0.0092 |
|
| 855 |
+
| 0.0142 | 2.8597 | 4000 | 0.0092 |
|
| 856 |
+
| 0.0141 | 2.8633 | 4005 | 0.0092 |
|
| 857 |
+
| 0.0124 | 2.8668 | 4010 | 0.0093 |
|
| 858 |
+
| 0.014 | 2.8704 | 4015 | 0.0094 |
|
| 859 |
+
| 0.0105 | 2.8740 | 4020 | 0.0094 |
|
| 860 |
+
| 0.0095 | 2.8776 | 4025 | 0.0093 |
|
| 861 |
+
| 0.0071 | 2.8811 | 4030 | 0.0094 |
|
| 862 |
+
| 0.0119 | 2.8847 | 4035 | 0.0092 |
|
| 863 |
+
| 0.013 | 2.8883 | 4040 | 0.0093 |
|
| 864 |
+
| 0.0164 | 2.8919 | 4045 | 0.0094 |
|
| 865 |
+
| 0.0081 | 2.8954 | 4050 | 0.0095 |
|
| 866 |
+
| 0.0107 | 2.8990 | 4055 | 0.0095 |
|
| 867 |
+
| 0.0103 | 2.9026 | 4060 | 0.0094 |
|
| 868 |
+
| 0.0134 | 2.9062 | 4065 | 0.0093 |
|
| 869 |
+
| 0.0169 | 2.9097 | 4070 | 0.0093 |
|
| 870 |
+
| 0.0156 | 2.9133 | 4075 | 0.0093 |
|
| 871 |
+
| 0.0131 | 2.9169 | 4080 | 0.0093 |
|
| 872 |
+
| 0.0206 | 2.9205 | 4085 | 0.0094 |
|
| 873 |
+
| 0.0113 | 2.9240 | 4090 | 0.0093 |
|
| 874 |
+
| 0.0142 | 2.9276 | 4095 | 0.0094 |
|
| 875 |
+
| 0.012 | 2.9312 | 4100 | 0.0093 |
|
| 876 |
+
| 0.0121 | 2.9348 | 4105 | 0.0093 |
|
| 877 |
+
| 0.0107 | 2.9383 | 4110 | 0.0094 |
|
| 878 |
+
| 0.0069 | 2.9419 | 4115 | 0.0093 |
|
| 879 |
+
| 0.0084 | 2.9455 | 4120 | 0.0093 |
|
| 880 |
+
| 0.0075 | 2.9491 | 4125 | 0.0094 |
|
| 881 |
+
| 0.0098 | 2.9526 | 4130 | 0.0093 |
|
| 882 |
+
| 0.0107 | 2.9562 | 4135 | 0.0093 |
|
| 883 |
+
| 0.0117 | 2.9598 | 4140 | 0.0093 |
|
| 884 |
+
| 0.009 | 2.9634 | 4145 | 0.0094 |
|
| 885 |
+
| 0.0093 | 2.9669 | 4150 | 0.0095 |
|
| 886 |
+
| 0.0078 | 2.9705 | 4155 | 0.0095 |
|
| 887 |
+
| 0.0106 | 2.9741 | 4160 | 0.0094 |
|
| 888 |
+
| 0.0058 | 2.9777 | 4165 | 0.0095 |
|
| 889 |
+
| 0.0081 | 2.9812 | 4170 | 0.0093 |
|
| 890 |
+
| 0.0073 | 2.9848 | 4175 | 0.0093 |
|
| 891 |
+
| 0.0121 | 2.9884 | 4180 | 0.0095 |
|
| 892 |
+
| 0.0101 | 2.9920 | 4185 | 0.0095 |
|
| 893 |
+
| 0.0066 | 2.9955 | 4190 | 0.0094 |
|
| 894 |
+
| 0.0125 | 2.9991 | 4195 | 0.0094 |
|
| 895 |
+
| 0.0114 | 3.0027 | 4200 | 0.0095 |
|
| 896 |
+
| 0.0061 | 3.0063 | 4205 | 0.0097 |
|
| 897 |
+
| 0.0091 | 3.0098 | 4210 | 0.0098 |
|
| 898 |
+
| 0.0083 | 3.0134 | 4215 | 0.0098 |
|
| 899 |
+
| 0.0086 | 3.0170 | 4220 | 0.0097 |
|
| 900 |
+
| 0.0089 | 3.0206 | 4225 | 0.0097 |
|
| 901 |
+
| 0.0089 | 3.0241 | 4230 | 0.0097 |
|
| 902 |
+
| 0.008 | 3.0277 | 4235 | 0.0098 |
|
| 903 |
+
| 0.0092 | 3.0313 | 4240 | 0.0099 |
|
| 904 |
+
| 0.0068 | 3.0349 | 4245 | 0.0100 |
|
| 905 |
+
| 0.008 | 3.0384 | 4250 | 0.0100 |
|
| 906 |
+
| 0.0087 | 3.0420 | 4255 | 0.0099 |
|
| 907 |
+
| 0.0077 | 3.0456 | 4260 | 0.0098 |
|
| 908 |
+
| 0.0081 | 3.0492 | 4265 | 0.0097 |
|
| 909 |
+
| 0.0062 | 3.0527 | 4270 | 0.0096 |
|
| 910 |
+
| 0.0068 | 3.0563 | 4275 | 0.0096 |
|
| 911 |
+
| 0.0096 | 3.0599 | 4280 | 0.0094 |
|
| 912 |
+
| 0.0121 | 3.0634 | 4285 | 0.0095 |
|
| 913 |
+
| 0.0075 | 3.0670 | 4290 | 0.0094 |
|
| 914 |
+
| 0.0087 | 3.0706 | 4295 | 0.0093 |
|
| 915 |
+
| 0.0083 | 3.0742 | 4300 | 0.0094 |
|
| 916 |
+
| 0.0122 | 3.0777 | 4305 | 0.0094 |
|
| 917 |
+
| 0.0072 | 3.0813 | 4310 | 0.0092 |
|
| 918 |
+
| 0.0068 | 3.0849 | 4315 | 0.0092 |
|
| 919 |
+
| 0.0101 | 3.0885 | 4320 | 0.0095 |
|
| 920 |
+
| 0.0091 | 3.0920 | 4325 | 0.0094 |
|
| 921 |
+
| 0.0065 | 3.0956 | 4330 | 0.0094 |
|
| 922 |
+
| 0.0123 | 3.0992 | 4335 | 0.0094 |
|
| 923 |
+
| 0.0112 | 3.1028 | 4340 | 0.0092 |
|
| 924 |
+
| 0.0106 | 3.1063 | 4345 | 0.0092 |
|
| 925 |
+
| 0.0055 | 3.1099 | 4350 | 0.0095 |
|
| 926 |
+
| 0.0154 | 3.1135 | 4355 | 0.0095 |
|
| 927 |
+
| 0.0058 | 3.1171 | 4360 | 0.0094 |
|
| 928 |
+
| 0.0087 | 3.1206 | 4365 | 0.0091 |
|
| 929 |
+
| 0.0083 | 3.1242 | 4370 | 0.0094 |
|
| 930 |
+
| 0.0066 | 3.1278 | 4375 | 0.0092 |
|
| 931 |
+
| 0.0058 | 3.1314 | 4380 | 0.0092 |
|
| 932 |
+
| 0.0055 | 3.1349 | 4385 | 0.0091 |
|
| 933 |
+
| 0.0055 | 3.1385 | 4390 | 0.0091 |
|
| 934 |
+
| 0.0065 | 3.1421 | 4395 | 0.0091 |
|
| 935 |
+
| 0.0097 | 3.1457 | 4400 | 0.0092 |
|
| 936 |
+
| 0.0081 | 3.1492 | 4405 | 0.0092 |
|
| 937 |
+
| 0.008 | 3.1528 | 4410 | 0.0092 |
|
| 938 |
+
| 0.0076 | 3.1564 | 4415 | 0.0093 |
|
| 939 |
+
| 0.0055 | 3.1600 | 4420 | 0.0094 |
|
| 940 |
+
| 0.0073 | 3.1635 | 4425 | 0.0092 |
|
| 941 |
+
| 0.0092 | 3.1671 | 4430 | 0.0093 |
|
| 942 |
+
| 0.0072 | 3.1707 | 4435 | 0.0093 |
|
| 943 |
+
| 0.0153 | 3.1743 | 4440 | 0.0094 |
|
| 944 |
+
| 0.0086 | 3.1778 | 4445 | 0.0091 |
|
| 945 |
+
| 0.0114 | 3.1814 | 4450 | 0.0090 |
|
| 946 |
+
| 0.0052 | 3.1850 | 4455 | 0.0088 |
|
| 947 |
+
| 0.0105 | 3.1886 | 4460 | 0.0089 |
|
| 948 |
+
| 0.0108 | 3.1921 | 4465 | 0.0087 |
|
| 949 |
+
| 0.0144 | 3.1957 | 4470 | 0.0087 |
|
| 950 |
+
| 0.0077 | 3.1993 | 4475 | 0.0091 |
|
| 951 |
+
| 0.0064 | 3.2029 | 4480 | 0.0093 |
|
| 952 |
+
| 0.008 | 3.2064 | 4485 | 0.0092 |
|
| 953 |
+
| 0.0051 | 3.2100 | 4490 | 0.0090 |
|
| 954 |
+
| 0.008 | 3.2136 | 4495 | 0.0089 |
|
| 955 |
+
| 0.0055 | 3.2172 | 4500 | 0.0090 |
|
| 956 |
+
| 0.0049 | 3.2207 | 4505 | 0.0091 |
|
| 957 |
+
| 0.0063 | 3.2243 | 4510 | 0.0090 |
|
| 958 |
+
| 0.0132 | 3.2279 | 4515 | 0.0090 |
|
| 959 |
+
| 0.0063 | 3.2315 | 4520 | 0.0091 |
|
| 960 |
+
| 0.0058 | 3.2350 | 4525 | 0.0091 |
|
| 961 |
+
| 0.0085 | 3.2386 | 4530 | 0.0091 |
|
| 962 |
+
| 0.0093 | 3.2422 | 4535 | 0.0091 |
|
| 963 |
+
| 0.006 | 3.2458 | 4540 | 0.0090 |
|
| 964 |
+
| 0.0055 | 3.2493 | 4545 | 0.0089 |
|
| 965 |
+
| 0.0075 | 3.2529 | 4550 | 0.0089 |
|
| 966 |
+
| 0.0074 | 3.2565 | 4555 | 0.0088 |
|
| 967 |
+
| 0.0061 | 3.2601 | 4560 | 0.0088 |
|
| 968 |
+
| 0.0054 | 3.2636 | 4565 | 0.0087 |
|
| 969 |
+
| 0.0046 | 3.2672 | 4570 | 0.0087 |
|
| 970 |
+
| 0.012 | 3.2708 | 4575 | 0.0087 |
|
| 971 |
+
| 0.0051 | 3.2744 | 4580 | 0.0088 |
|
| 972 |
+
| 0.0098 | 3.2779 | 4585 | 0.0089 |
|
| 973 |
+
| 0.0083 | 3.2815 | 4590 | 0.0089 |
|
| 974 |
+
| 0.0125 | 3.2851 | 4595 | 0.0088 |
|
| 975 |
+
| 0.0093 | 3.2887 | 4600 | 0.0085 |
|
| 976 |
+
| 0.0097 | 3.2922 | 4605 | 0.0084 |
|
| 977 |
+
| 0.0074 | 3.2958 | 4610 | 0.0084 |
|
| 978 |
+
| 0.0114 | 3.2994 | 4615 | 0.0084 |
|
| 979 |
+
| 0.005 | 3.3029 | 4620 | 0.0085 |
|
| 980 |
+
| 0.0056 | 3.3065 | 4625 | 0.0085 |
|
| 981 |
+
| 0.0088 | 3.3101 | 4630 | 0.0086 |
|
| 982 |
+
| 0.0062 | 3.3137 | 4635 | 0.0087 |
|
| 983 |
+
| 0.0076 | 3.3172 | 4640 | 0.0087 |
|
| 984 |
+
| 0.0091 | 3.3208 | 4645 | 0.0087 |
|
| 985 |
+
| 0.0123 | 3.3244 | 4650 | 0.0086 |
|
| 986 |
+
| 0.0063 | 3.3280 | 4655 | 0.0086 |
|
| 987 |
+
| 0.0057 | 3.3315 | 4660 | 0.0085 |
|
| 988 |
+
| 0.0067 | 3.3351 | 4665 | 0.0086 |
|
| 989 |
+
| 0.0063 | 3.3387 | 4670 | 0.0086 |
|
| 990 |
+
| 0.0083 | 3.3423 | 4675 | 0.0086 |
|
| 991 |
+
| 0.0086 | 3.3458 | 4680 | 0.0086 |
|
| 992 |
+
| 0.0092 | 3.3494 | 4685 | 0.0086 |
|
| 993 |
+
| 0.0057 | 3.3530 | 4690 | 0.0085 |
|
| 994 |
+
| 0.0089 | 3.3566 | 4695 | 0.0086 |
|
| 995 |
+
| 0.0062 | 3.3601 | 4700 | 0.0086 |
|
| 996 |
+
| 0.0067 | 3.3637 | 4705 | 0.0086 |
|
| 997 |
+
| 0.0058 | 3.3673 | 4710 | 0.0087 |
|
| 998 |
+
| 0.0055 | 3.3709 | 4715 | 0.0086 |
|
| 999 |
+
| 0.0072 | 3.3744 | 4720 | 0.0087 |
|
| 1000 |
+
| 0.0064 | 3.3780 | 4725 | 0.0086 |
|
| 1001 |
+
| 0.0058 | 3.3816 | 4730 | 0.0085 |
|
| 1002 |
+
| 0.0095 | 3.3852 | 4735 | 0.0084 |
|
| 1003 |
+
| 0.0066 | 3.3887 | 4740 | 0.0084 |
|
| 1004 |
+
| 0.0117 | 3.3923 | 4745 | 0.0084 |
|
| 1005 |
+
| 0.0079 | 3.3959 | 4750 | 0.0083 |
|
| 1006 |
+
| 0.006 | 3.3995 | 4755 | 0.0082 |
|
| 1007 |
+
| 0.0069 | 3.4030 | 4760 | 0.0082 |
|
| 1008 |
+
| 0.0052 | 3.4066 | 4765 | 0.0083 |
|
| 1009 |
+
| 0.0092 | 3.4102 | 4770 | 0.0084 |
|
| 1010 |
+
| 0.005 | 3.4138 | 4775 | 0.0084 |
|
| 1011 |
+
| 0.016 | 3.4173 | 4780 | 0.0084 |
|
| 1012 |
+
| 0.0086 | 3.4209 | 4785 | 0.0083 |
|
| 1013 |
+
| 0.0063 | 3.4245 | 4790 | 0.0082 |
|
| 1014 |
+
| 0.0117 | 3.4281 | 4795 | 0.0083 |
|
| 1015 |
+
| 0.0084 | 3.4316 | 4800 | 0.0083 |
|
| 1016 |
+
| 0.0118 | 3.4352 | 4805 | 0.0083 |
|
| 1017 |
+
| 0.0099 | 3.4388 | 4810 | 0.0084 |
|
| 1018 |
+
| 0.0102 | 3.4424 | 4815 | 0.0083 |
|
| 1019 |
+
| 0.0075 | 3.4459 | 4820 | 0.0084 |
|
| 1020 |
+
| 0.0072 | 3.4495 | 4825 | 0.0083 |
|
| 1021 |
+
| 0.0077 | 3.4531 | 4830 | 0.0081 |
|
| 1022 |
+
| 0.0079 | 3.4567 | 4835 | 0.0081 |
|
| 1023 |
+
| 0.0053 | 3.4602 | 4840 | 0.0082 |
|
| 1024 |
+
| 0.0083 | 3.4638 | 4845 | 0.0081 |
|
| 1025 |
+
| 0.006 | 3.4674 | 4850 | 0.0081 |
|
| 1026 |
+
| 0.01 | 3.4710 | 4855 | 0.0081 |
|
| 1027 |
+
| 0.0062 | 3.4745 | 4860 | 0.0082 |
|
| 1028 |
+
| 0.0058 | 3.4781 | 4865 | 0.0082 |
|
| 1029 |
+
| 0.007 | 3.4817 | 4870 | 0.0080 |
|
| 1030 |
+
| 0.0124 | 3.4853 | 4875 | 0.0080 |
|
| 1031 |
+
| 0.0068 | 3.4888 | 4880 | 0.0082 |
|
| 1032 |
+
| 0.0045 | 3.4924 | 4885 | 0.0082 |
|
| 1033 |
+
| 0.0088 | 3.4960 | 4890 | 0.0083 |
|
| 1034 |
+
| 0.0042 | 3.4996 | 4895 | 0.0084 |
|
| 1035 |
+
| 0.0046 | 3.5031 | 4900 | 0.0082 |
|
| 1036 |
+
| 0.0085 | 3.5067 | 4905 | 0.0082 |
|
| 1037 |
+
| 0.0109 | 3.5103 | 4910 | 0.0082 |
|
| 1038 |
+
| 0.0049 | 3.5139 | 4915 | 0.0084 |
|
| 1039 |
+
| 0.0064 | 3.5174 | 4920 | 0.0084 |
|
| 1040 |
+
| 0.0048 | 3.5210 | 4925 | 0.0083 |
|
| 1041 |
+
| 0.007 | 3.5246 | 4930 | 0.0082 |
|
| 1042 |
+
| 0.0059 | 3.5282 | 4935 | 0.0083 |
|
| 1043 |
+
| 0.0052 | 3.5317 | 4940 | 0.0085 |
|
| 1044 |
+
| 0.0105 | 3.5353 | 4945 | 0.0085 |
|
| 1045 |
+
| 0.0079 | 3.5389 | 4950 | 0.0083 |
|
| 1046 |
+
| 0.0089 | 3.5424 | 4955 | 0.0083 |
|
| 1047 |
+
| 0.0055 | 3.5460 | 4960 | 0.0084 |
|
| 1048 |
+
| 0.0089 | 3.5496 | 4965 | 0.0084 |
|
| 1049 |
+
| 0.0052 | 3.5532 | 4970 | 0.0084 |
|
| 1050 |
+
| 0.0073 | 3.5567 | 4975 | 0.0084 |
|
| 1051 |
+
| 0.0059 | 3.5603 | 4980 | 0.0082 |
|
| 1052 |
+
| 0.0053 | 3.5639 | 4985 | 0.0080 |
|
| 1053 |
+
| 0.0061 | 3.5675 | 4990 | 0.0080 |
|
| 1054 |
+
| 0.0057 | 3.5710 | 4995 | 0.0081 |
|
| 1055 |
+
| 0.0108 | 3.5746 | 5000 | 0.0082 |
|
| 1056 |
+
| 0.0128 | 3.5782 | 5005 | 0.0083 |
|
| 1057 |
+
| 0.0059 | 3.5818 | 5010 | 0.0083 |
|
| 1058 |
+
| 0.0072 | 3.5853 | 5015 | 0.0082 |
|
| 1059 |
+
| 0.0058 | 3.5889 | 5020 | 0.0082 |
|
| 1060 |
+
| 0.0086 | 3.5925 | 5025 | 0.0081 |
|
| 1061 |
+
| 0.0081 | 3.5961 | 5030 | 0.0081 |
|
| 1062 |
+
| 0.0123 | 3.5996 | 5035 | 0.0081 |
|
| 1063 |
+
| 0.0065 | 3.6032 | 5040 | 0.0081 |
|
| 1064 |
+
| 0.0097 | 3.6068 | 5045 | 0.0080 |
|
| 1065 |
+
| 0.0086 | 3.6104 | 5050 | 0.0079 |
|
| 1066 |
+
| 0.0065 | 3.6139 | 5055 | 0.0079 |
|
| 1067 |
+
| 0.0067 | 3.6175 | 5060 | 0.0079 |
|
| 1068 |
+
| 0.005 | 3.6211 | 5065 | 0.0079 |
|
| 1069 |
+
| 0.0047 | 3.6247 | 5070 | 0.0079 |
|
| 1070 |
+
| 0.0139 | 3.6282 | 5075 | 0.0079 |
|
| 1071 |
+
| 0.0065 | 3.6318 | 5080 | 0.0079 |
|
| 1072 |
+
| 0.0062 | 3.6354 | 5085 | 0.0079 |
|
| 1073 |
+
| 0.0073 | 3.6390 | 5090 | 0.0080 |
|
| 1074 |
+
| 0.0067 | 3.6425 | 5095 | 0.0081 |
|
| 1075 |
+
| 0.0053 | 3.6461 | 5100 | 0.0081 |
|
| 1076 |
+
| 0.0057 | 3.6497 | 5105 | 0.0080 |
|
| 1077 |
+
| 0.0063 | 3.6533 | 5110 | 0.0080 |
|
| 1078 |
+
| 0.0108 | 3.6568 | 5115 | 0.0081 |
|
| 1079 |
+
| 0.0116 | 3.6604 | 5120 | 0.0079 |
|
| 1080 |
+
| 0.0047 | 3.6640 | 5125 | 0.0079 |
|
| 1081 |
+
| 0.0051 | 3.6676 | 5130 | 0.0079 |
|
| 1082 |
+
| 0.0067 | 3.6711 | 5135 | 0.0078 |
|
| 1083 |
+
| 0.005 | 3.6747 | 5140 | 0.0078 |
|
| 1084 |
+
| 0.0065 | 3.6783 | 5145 | 0.0079 |
|
| 1085 |
+
| 0.0085 | 3.6819 | 5150 | 0.0078 |
|
| 1086 |
+
| 0.0044 | 3.6854 | 5155 | 0.0077 |
|
| 1087 |
+
| 0.0095 | 3.6890 | 5160 | 0.0077 |
|
| 1088 |
+
| 0.0048 | 3.6926 | 5165 | 0.0078 |
|
| 1089 |
+
| 0.0045 | 3.6962 | 5170 | 0.0078 |
|
| 1090 |
+
| 0.0103 | 3.6997 | 5175 | 0.0078 |
|
| 1091 |
+
| 0.0061 | 3.7033 | 5180 | 0.0078 |
|
| 1092 |
+
| 0.0071 | 3.7069 | 5185 | 0.0078 |
|
| 1093 |
+
| 0.0054 | 3.7105 | 5190 | 0.0078 |
|
| 1094 |
+
| 0.0056 | 3.7140 | 5195 | 0.0078 |
|
| 1095 |
+
| 0.0087 | 3.7176 | 5200 | 0.0077 |
|
| 1096 |
+
| 0.0069 | 3.7212 | 5205 | 0.0077 |
|
| 1097 |
+
| 0.0105 | 3.7248 | 5210 | 0.0076 |
|
| 1098 |
+
| 0.0077 | 3.7283 | 5215 | 0.0076 |
|
| 1099 |
+
| 0.0047 | 3.7319 | 5220 | 0.0076 |
|
| 1100 |
+
| 0.0058 | 3.7355 | 5225 | 0.0076 |
|
| 1101 |
+
| 0.0068 | 3.7391 | 5230 | 0.0076 |
|
| 1102 |
+
| 0.0082 | 3.7426 | 5235 | 0.0077 |
|
| 1103 |
+
| 0.0046 | 3.7462 | 5240 | 0.0077 |
|
| 1104 |
+
| 0.0051 | 3.7498 | 5245 | 0.0077 |
|
| 1105 |
+
| 0.0058 | 3.7534 | 5250 | 0.0077 |
|
| 1106 |
+
| 0.0087 | 3.7569 | 5255 | 0.0078 |
|
| 1107 |
+
| 0.0092 | 3.7605 | 5260 | 0.0078 |
|
| 1108 |
+
| 0.0055 | 3.7641 | 5265 | 0.0077 |
|
| 1109 |
+
| 0.0042 | 3.7676 | 5270 | 0.0076 |
|
| 1110 |
+
| 0.0048 | 3.7712 | 5275 | 0.0077 |
|
| 1111 |
+
| 0.0091 | 3.7748 | 5280 | 0.0074 |
|
| 1112 |
+
| 0.0039 | 3.7784 | 5285 | 0.0073 |
|
| 1113 |
+
| 0.0069 | 3.7819 | 5290 | 0.0073 |
|
| 1114 |
+
| 0.0075 | 3.7855 | 5295 | 0.0073 |
|
| 1115 |
+
| 0.0065 | 3.7891 | 5300 | 0.0073 |
|
| 1116 |
+
| 0.0066 | 3.7927 | 5305 | 0.0074 |
|
| 1117 |
+
| 0.0059 | 3.7962 | 5310 | 0.0074 |
|
| 1118 |
+
| 0.0083 | 3.7998 | 5315 | 0.0074 |
|
| 1119 |
+
| 0.0066 | 3.8034 | 5320 | 0.0076 |
|
| 1120 |
+
| 0.0061 | 3.8070 | 5325 | 0.0075 |
|
| 1121 |
+
| 0.0069 | 3.8105 | 5330 | 0.0074 |
|
| 1122 |
+
| 0.0079 | 3.8141 | 5335 | 0.0075 |
|
| 1123 |
+
| 0.0074 | 3.8177 | 5340 | 0.0074 |
|
| 1124 |
+
| 0.0063 | 3.8213 | 5345 | 0.0073 |
|
| 1125 |
+
| 0.0044 | 3.8248 | 5350 | 0.0073 |
|
| 1126 |
+
| 0.0051 | 3.8284 | 5355 | 0.0073 |
|
| 1127 |
+
| 0.0076 | 3.8320 | 5360 | 0.0073 |
|
| 1128 |
+
| 0.0041 | 3.8356 | 5365 | 0.0073 |
|
| 1129 |
+
| 0.0101 | 3.8391 | 5370 | 0.0072 |
|
| 1130 |
+
| 0.0059 | 3.8427 | 5375 | 0.0073 |
|
| 1131 |
+
| 0.0068 | 3.8463 | 5380 | 0.0073 |
|
| 1132 |
+
| 0.0042 | 3.8499 | 5385 | 0.0073 |
|
| 1133 |
+
| 0.0089 | 3.8534 | 5390 | 0.0074 |
|
| 1134 |
+
| 0.0066 | 3.8570 | 5395 | 0.0074 |
|
| 1135 |
+
| 0.0049 | 3.8606 | 5400 | 0.0074 |
|
| 1136 |
+
| 0.0069 | 3.8642 | 5405 | 0.0074 |
|
| 1137 |
+
| 0.0096 | 3.8677 | 5410 | 0.0074 |
|
| 1138 |
+
| 0.0076 | 3.8713 | 5415 | 0.0073 |
|
| 1139 |
+
| 0.0077 | 3.8749 | 5420 | 0.0070 |
|
| 1140 |
+
| 0.0102 | 3.8785 | 5425 | 0.0069 |
|
| 1141 |
+
| 0.0062 | 3.8820 | 5430 | 0.0069 |
|
| 1142 |
+
| 0.0067 | 3.8856 | 5435 | 0.0069 |
|
| 1143 |
+
| 0.0062 | 3.8892 | 5440 | 0.0069 |
|
| 1144 |
+
| 0.0061 | 3.8928 | 5445 | 0.0070 |
|
| 1145 |
+
| 0.0049 | 3.8963 | 5450 | 0.0070 |
|
| 1146 |
+
| 0.0073 | 3.8999 | 5455 | 0.0071 |
|
| 1147 |
+
| 0.0039 | 3.9035 | 5460 | 0.0072 |
|
| 1148 |
+
| 0.0075 | 3.9071 | 5465 | 0.0072 |
|
| 1149 |
+
| 0.0066 | 3.9106 | 5470 | 0.0072 |
|
| 1150 |
+
| 0.0044 | 3.9142 | 5475 | 0.0071 |
|
| 1151 |
+
| 0.0064 | 3.9178 | 5480 | 0.0071 |
|
| 1152 |
+
| 0.0088 | 3.9214 | 5485 | 0.0070 |
|
| 1153 |
+
| 0.0043 | 3.9249 | 5490 | 0.0070 |
|
| 1154 |
+
| 0.0095 | 3.9285 | 5495 | 0.0070 |
|
| 1155 |
+
| 0.0037 | 3.9321 | 5500 | 0.0070 |
|
| 1156 |
+
| 0.0077 | 3.9357 | 5505 | 0.0071 |
|
| 1157 |
+
| 0.0066 | 3.9392 | 5510 | 0.0070 |
|
| 1158 |
+
| 0.0046 | 3.9428 | 5515 | 0.0071 |
|
| 1159 |
+
| 0.0064 | 3.9464 | 5520 | 0.0071 |
|
| 1160 |
+
| 0.0073 | 3.9500 | 5525 | 0.0070 |
|
| 1161 |
+
| 0.0109 | 3.9535 | 5530 | 0.0069 |
|
| 1162 |
+
| 0.0046 | 3.9571 | 5535 | 0.0069 |
|
| 1163 |
+
| 0.0141 | 3.9607 | 5540 | 0.0070 |
|
| 1164 |
+
| 0.0054 | 3.9643 | 5545 | 0.0070 |
|
| 1165 |
+
| 0.0046 | 3.9678 | 5550 | 0.0070 |
|
| 1166 |
+
| 0.0063 | 3.9714 | 5555 | 0.0070 |
|
| 1167 |
+
| 0.0074 | 3.9750 | 5560 | 0.0070 |
|
| 1168 |
+
| 0.0108 | 3.9786 | 5565 | 0.0070 |
|
| 1169 |
+
| 0.0087 | 3.9821 | 5570 | 0.0070 |
|
| 1170 |
+
| 0.004 | 3.9857 | 5575 | 0.0069 |
|
| 1171 |
+
| 0.0037 | 3.9893 | 5580 | 0.0070 |
|
| 1172 |
+
| 0.0061 | 3.9929 | 5585 | 0.0070 |
|
| 1173 |
+
| 0.0071 | 3.9964 | 5590 | 0.0070 |
|
| 1174 |
+
| 0.0084 | 4.0 | 5595 | 0.0070 |
|
| 1175 |
+
| 0.005 | 4.0036 | 5600 | 0.0071 |
|
| 1176 |
+
| 0.0026 | 4.0071 | 5605 | 0.0073 |
|
| 1177 |
+
| 0.0037 | 4.0107 | 5610 | 0.0076 |
|
| 1178 |
+
| 0.0045 | 4.0143 | 5615 | 0.0077 |
|
| 1179 |
+
| 0.0039 | 4.0179 | 5620 | 0.0076 |
|
| 1180 |
+
| 0.004 | 4.0214 | 5625 | 0.0072 |
|
| 1181 |
+
| 0.0059 | 4.0250 | 5630 | 0.0071 |
|
| 1182 |
+
| 0.0033 | 4.0286 | 5635 | 0.0071 |
|
| 1183 |
+
| 0.003 | 4.0322 | 5640 | 0.0072 |
|
| 1184 |
+
| 0.0026 | 4.0357 | 5645 | 0.0072 |
|
| 1185 |
+
| 0.0024 | 4.0393 | 5650 | 0.0072 |
|
| 1186 |
+
| 0.004 | 4.0429 | 5655 | 0.0073 |
|
| 1187 |
+
| 0.0022 | 4.0465 | 5660 | 0.0073 |
|
| 1188 |
+
| 0.0051 | 4.0500 | 5665 | 0.0072 |
|
| 1189 |
+
| 0.0027 | 4.0536 | 5670 | 0.0072 |
|
| 1190 |
+
| 0.003 | 4.0572 | 5675 | 0.0072 |
|
| 1191 |
+
| 0.0044 | 4.0608 | 5680 | 0.0071 |
|
| 1192 |
+
| 0.0049 | 4.0643 | 5685 | 0.0072 |
|
| 1193 |
+
| 0.0046 | 4.0679 | 5690 | 0.0072 |
|
| 1194 |
+
| 0.0052 | 4.0715 | 5695 | 0.0072 |
|
| 1195 |
+
| 0.0028 | 4.0751 | 5700 | 0.0072 |
|
| 1196 |
+
| 0.0084 | 4.0786 | 5705 | 0.0073 |
|
| 1197 |
+
| 0.0033 | 4.0822 | 5710 | 0.0073 |
|
| 1198 |
+
| 0.0035 | 4.0858 | 5715 | 0.0072 |
|
| 1199 |
+
| 0.0028 | 4.0894 | 5720 | 0.0072 |
|
| 1200 |
+
| 0.0031 | 4.0929 | 5725 | 0.0072 |
|
| 1201 |
+
| 0.0053 | 4.0965 | 5730 | 0.0072 |
|
| 1202 |
+
| 0.0045 | 4.1001 | 5735 | 0.0073 |
|
| 1203 |
+
| 0.0046 | 4.1037 | 5740 | 0.0073 |
|
| 1204 |
+
| 0.0021 | 4.1072 | 5745 | 0.0074 |
|
| 1205 |
+
| 0.0025 | 4.1108 | 5750 | 0.0074 |
|
| 1206 |
+
| 0.0028 | 4.1144 | 5755 | 0.0075 |
|
| 1207 |
+
| 0.0048 | 4.1180 | 5760 | 0.0074 |
|
| 1208 |
+
| 0.0025 | 4.1215 | 5765 | 0.0074 |
|
| 1209 |
+
| 0.0029 | 4.1251 | 5770 | 0.0073 |
|
| 1210 |
+
| 0.0026 | 4.1287 | 5775 | 0.0073 |
|
| 1211 |
+
| 0.0052 | 4.1323 | 5780 | 0.0072 |
|
| 1212 |
+
| 0.0023 | 4.1358 | 5785 | 0.0073 |
|
| 1213 |
+
| 0.0041 | 4.1394 | 5790 | 0.0073 |
|
| 1214 |
+
| 0.0037 | 4.1430 | 5795 | 0.0073 |
|
| 1215 |
+
| 0.0043 | 4.1466 | 5800 | 0.0074 |
|
| 1216 |
+
| 0.0045 | 4.1501 | 5805 | 0.0073 |
|
| 1217 |
+
| 0.0022 | 4.1537 | 5810 | 0.0073 |
|
| 1218 |
+
| 0.003 | 4.1573 | 5815 | 0.0073 |
|
| 1219 |
+
| 0.0033 | 4.1609 | 5820 | 0.0073 |
|
| 1220 |
+
| 0.0037 | 4.1644 | 5825 | 0.0073 |
|
| 1221 |
+
| 0.0056 | 4.1680 | 5830 | 0.0074 |
|
| 1222 |
+
| 0.0031 | 4.1716 | 5835 | 0.0074 |
|
| 1223 |
+
| 0.004 | 4.1752 | 5840 | 0.0074 |
|
| 1224 |
+
| 0.0061 | 4.1787 | 5845 | 0.0074 |
|
| 1225 |
+
| 0.0041 | 4.1823 | 5850 | 0.0074 |
|
| 1226 |
+
| 0.002 | 4.1859 | 5855 | 0.0073 |
|
| 1227 |
+
| 0.0055 | 4.1895 | 5860 | 0.0074 |
|
| 1228 |
+
| 0.004 | 4.1930 | 5865 | 0.0073 |
|
| 1229 |
+
| 0.0043 | 4.1966 | 5870 | 0.0072 |
|
| 1230 |
+
| 0.0065 | 4.2002 | 5875 | 0.0072 |
|
| 1231 |
+
| 0.0019 | 4.2038 | 5880 | 0.0073 |
|
| 1232 |
+
| 0.0031 | 4.2073 | 5885 | 0.0073 |
|
| 1233 |
+
| 0.0043 | 4.2109 | 5890 | 0.0073 |
|
| 1234 |
+
| 0.0021 | 4.2145 | 5895 | 0.0073 |
|
| 1235 |
+
| 0.0041 | 4.2181 | 5900 | 0.0074 |
|
| 1236 |
+
| 0.0025 | 4.2216 | 5905 | 0.0075 |
|
| 1237 |
+
| 0.0057 | 4.2252 | 5910 | 0.0074 |
|
| 1238 |
+
| 0.0038 | 4.2288 | 5915 | 0.0073 |
|
| 1239 |
+
| 0.0017 | 4.2324 | 5920 | 0.0074 |
|
| 1240 |
+
| 0.0034 | 4.2359 | 5925 | 0.0073 |
|
| 1241 |
+
| 0.0047 | 4.2395 | 5930 | 0.0074 |
|
| 1242 |
+
| 0.0024 | 4.2431 | 5935 | 0.0074 |
|
| 1243 |
+
| 0.0033 | 4.2466 | 5940 | 0.0073 |
|
| 1244 |
+
| 0.0035 | 4.2502 | 5945 | 0.0074 |
|
| 1245 |
+
| 0.0022 | 4.2538 | 5950 | 0.0074 |
|
| 1246 |
+
| 0.0034 | 4.2574 | 5955 | 0.0074 |
|
| 1247 |
+
| 0.0034 | 4.2609 | 5960 | 0.0074 |
|
| 1248 |
+
| 0.004 | 4.2645 | 5965 | 0.0074 |
|
| 1249 |
+
| 0.0037 | 4.2681 | 5970 | 0.0073 |
|
| 1250 |
+
| 0.0035 | 4.2717 | 5975 | 0.0073 |
|
| 1251 |
+
| 0.0044 | 4.2752 | 5980 | 0.0073 |
|
| 1252 |
+
| 0.0034 | 4.2788 | 5985 | 0.0074 |
|
| 1253 |
+
| 0.0024 | 4.2824 | 5990 | 0.0074 |
|
| 1254 |
+
| 0.0023 | 4.2860 | 5995 | 0.0075 |
|
| 1255 |
+
| 0.0045 | 4.2895 | 6000 | 0.0075 |
|
| 1256 |
+
| 0.0044 | 4.2931 | 6005 | 0.0075 |
|
| 1257 |
+
| 0.0043 | 4.2967 | 6010 | 0.0074 |
|
| 1258 |
+
| 0.0032 | 4.3003 | 6015 | 0.0074 |
|
| 1259 |
+
| 0.0028 | 4.3038 | 6020 | 0.0073 |
|
| 1260 |
+
| 0.0033 | 4.3074 | 6025 | 0.0073 |
|
| 1261 |
+
| 0.002 | 4.3110 | 6030 | 0.0073 |
|
| 1262 |
+
| 0.0048 | 4.3146 | 6035 | 0.0072 |
|
| 1263 |
+
| 0.0026 | 4.3181 | 6040 | 0.0073 |
|
| 1264 |
+
| 0.0027 | 4.3217 | 6045 | 0.0072 |
|
| 1265 |
+
| 0.0034 | 4.3253 | 6050 | 0.0073 |
|
| 1266 |
+
| 0.004 | 4.3289 | 6055 | 0.0072 |
|
| 1267 |
+
| 0.0021 | 4.3324 | 6060 | 0.0072 |
|
| 1268 |
+
| 0.0035 | 4.3360 | 6065 | 0.0072 |
|
| 1269 |
+
| 0.0028 | 4.3396 | 6070 | 0.0072 |
|
| 1270 |
+
| 0.0039 | 4.3432 | 6075 | 0.0072 |
|
| 1271 |
+
| 0.0032 | 4.3467 | 6080 | 0.0072 |
|
| 1272 |
+
| 0.0036 | 4.3503 | 6085 | 0.0072 |
|
| 1273 |
+
| 0.0043 | 4.3539 | 6090 | 0.0072 |
|
| 1274 |
+
| 0.0025 | 4.3575 | 6095 | 0.0072 |
|
| 1275 |
+
| 0.003 | 4.3610 | 6100 | 0.0072 |
|
| 1276 |
+
| 0.0024 | 4.3646 | 6105 | 0.0072 |
|
| 1277 |
+
| 0.0047 | 4.3682 | 6110 | 0.0072 |
|
| 1278 |
+
| 0.0026 | 4.3718 | 6115 | 0.0072 |
|
| 1279 |
+
| 0.0057 | 4.3753 | 6120 | 0.0072 |
|
| 1280 |
+
| 0.0024 | 4.3789 | 6125 | 0.0072 |
|
| 1281 |
+
| 0.0036 | 4.3825 | 6130 | 0.0072 |
|
| 1282 |
+
| 0.0036 | 4.3861 | 6135 | 0.0072 |
|
| 1283 |
+
| 0.0029 | 4.3896 | 6140 | 0.0072 |
|
| 1284 |
+
| 0.0031 | 4.3932 | 6145 | 0.0072 |
|
| 1285 |
+
| 0.0019 | 4.3968 | 6150 | 0.0073 |
|
| 1286 |
+
| 0.0029 | 4.4004 | 6155 | 0.0072 |
|
| 1287 |
+
| 0.0033 | 4.4039 | 6160 | 0.0072 |
|
| 1288 |
+
| 0.0039 | 4.4075 | 6165 | 0.0072 |
|
| 1289 |
+
| 0.0019 | 4.4111 | 6170 | 0.0072 |
|
| 1290 |
+
| 0.0018 | 4.4147 | 6175 | 0.0072 |
|
| 1291 |
+
| 0.0047 | 4.4182 | 6180 | 0.0072 |
|
| 1292 |
+
| 0.0024 | 4.4218 | 6185 | 0.0072 |
|
| 1293 |
+
| 0.0018 | 4.4254 | 6190 | 0.0071 |
|
| 1294 |
+
| 0.0047 | 4.4290 | 6195 | 0.0072 |
|
| 1295 |
+
| 0.0018 | 4.4325 | 6200 | 0.0071 |
|
| 1296 |
+
| 0.0022 | 4.4361 | 6205 | 0.0071 |
|
| 1297 |
+
| 0.0057 | 4.4397 | 6210 | 0.0071 |
|
| 1298 |
+
| 0.0026 | 4.4433 | 6215 | 0.0070 |
|
| 1299 |
+
| 0.0034 | 4.4468 | 6220 | 0.0070 |
|
| 1300 |
+
| 0.0031 | 4.4504 | 6225 | 0.0071 |
|
| 1301 |
+
| 0.003 | 4.4540 | 6230 | 0.0071 |
|
| 1302 |
+
| 0.0023 | 4.4576 | 6235 | 0.0071 |
|
| 1303 |
+
| 0.0045 | 4.4611 | 6240 | 0.0071 |
|
| 1304 |
+
| 0.0048 | 4.4647 | 6245 | 0.0071 |
|
| 1305 |
+
| 0.0037 | 4.4683 | 6250 | 0.0071 |
|
| 1306 |
+
| 0.0061 | 4.4718 | 6255 | 0.0071 |
|
| 1307 |
+
| 0.0041 | 4.4754 | 6260 | 0.0071 |
|
| 1308 |
+
| 0.0044 | 4.4790 | 6265 | 0.0071 |
|
| 1309 |
+
| 0.0032 | 4.4826 | 6270 | 0.0071 |
|
| 1310 |
+
| 0.0039 | 4.4861 | 6275 | 0.0071 |
|
| 1311 |
+
| 0.0061 | 4.4897 | 6280 | 0.0070 |
|
| 1312 |
+
| 0.0022 | 4.4933 | 6285 | 0.0071 |
|
| 1313 |
+
| 0.0045 | 4.4969 | 6290 | 0.0071 |
|
| 1314 |
+
| 0.0022 | 4.5004 | 6295 | 0.0071 |
|
| 1315 |
+
| 0.0029 | 4.5040 | 6300 | 0.0071 |
|
| 1316 |
+
| 0.0027 | 4.5076 | 6305 | 0.0071 |
|
| 1317 |
+
| 0.0018 | 4.5112 | 6310 | 0.0071 |
|
| 1318 |
+
| 0.0025 | 4.5147 | 6315 | 0.0071 |
|
| 1319 |
+
| 0.0028 | 4.5183 | 6320 | 0.0071 |
|
| 1320 |
+
| 0.0035 | 4.5219 | 6325 | 0.0072 |
|
| 1321 |
+
| 0.0039 | 4.5255 | 6330 | 0.0071 |
|
| 1322 |
+
| 0.0029 | 4.5290 | 6335 | 0.0071 |
|
| 1323 |
+
| 0.0017 | 4.5326 | 6340 | 0.0071 |
|
| 1324 |
+
| 0.0047 | 4.5362 | 6345 | 0.0071 |
|
| 1325 |
+
| 0.0027 | 4.5398 | 6350 | 0.0072 |
|
| 1326 |
+
| 0.0038 | 4.5433 | 6355 | 0.0072 |
|
| 1327 |
+
| 0.003 | 4.5469 | 6360 | 0.0072 |
|
| 1328 |
+
| 0.0025 | 4.5505 | 6365 | 0.0072 |
|
| 1329 |
+
| 0.0038 | 4.5541 | 6370 | 0.0071 |
|
| 1330 |
+
| 0.0023 | 4.5576 | 6375 | 0.0071 |
|
| 1331 |
+
| 0.0034 | 4.5612 | 6380 | 0.0071 |
|
| 1332 |
+
| 0.0046 | 4.5648 | 6385 | 0.0071 |
|
| 1333 |
+
| 0.0047 | 4.5684 | 6390 | 0.0071 |
|
| 1334 |
+
| 0.0057 | 4.5719 | 6395 | 0.0071 |
|
| 1335 |
+
| 0.0028 | 4.5755 | 6400 | 0.0071 |
|
| 1336 |
+
| 0.0023 | 4.5791 | 6405 | 0.0071 |
|
| 1337 |
+
| 0.004 | 4.5827 | 6410 | 0.0071 |
|
| 1338 |
+
| 0.0043 | 4.5862 | 6415 | 0.0071 |
|
| 1339 |
+
| 0.0026 | 4.5898 | 6420 | 0.0071 |
|
| 1340 |
+
| 0.0022 | 4.5934 | 6425 | 0.0072 |
|
| 1341 |
+
| 0.0045 | 4.5970 | 6430 | 0.0071 |
|
| 1342 |
+
| 0.0021 | 4.6005 | 6435 | 0.0072 |
|
| 1343 |
+
| 0.0048 | 4.6041 | 6440 | 0.0072 |
|
| 1344 |
+
| 0.0035 | 4.6077 | 6445 | 0.0072 |
|
| 1345 |
+
| 0.004 | 4.6113 | 6450 | 0.0072 |
|
| 1346 |
+
| 0.0022 | 4.6148 | 6455 | 0.0072 |
|
| 1347 |
+
| 0.0014 | 4.6184 | 6460 | 0.0072 |
|
| 1348 |
+
| 0.002 | 4.6220 | 6465 | 0.0072 |
|
| 1349 |
+
| 0.0086 | 4.6256 | 6470 | 0.0072 |
|
| 1350 |
+
| 0.0035 | 4.6291 | 6475 | 0.0072 |
|
| 1351 |
+
| 0.0036 | 4.6327 | 6480 | 0.0072 |
|
| 1352 |
+
| 0.0051 | 4.6363 | 6485 | 0.0072 |
|
| 1353 |
+
| 0.0034 | 4.6399 | 6490 | 0.0071 |
|
| 1354 |
+
| 0.0025 | 4.6434 | 6495 | 0.0072 |
|
| 1355 |
+
| 0.002 | 4.6470 | 6500 | 0.0072 |
|
| 1356 |
+
| 0.0037 | 4.6506 | 6505 | 0.0072 |
|
| 1357 |
+
| 0.0019 | 4.6542 | 6510 | 0.0072 |
|
| 1358 |
+
| 0.0066 | 4.6577 | 6515 | 0.0072 |
|
| 1359 |
+
| 0.0031 | 4.6613 | 6520 | 0.0072 |
|
| 1360 |
+
| 0.0036 | 4.6649 | 6525 | 0.0072 |
|
| 1361 |
+
| 0.0046 | 4.6685 | 6530 | 0.0072 |
|
| 1362 |
+
| 0.0045 | 4.6720 | 6535 | 0.0072 |
|
| 1363 |
+
| 0.0023 | 4.6756 | 6540 | 0.0071 |
|
| 1364 |
+
| 0.0037 | 4.6792 | 6545 | 0.0072 |
|
| 1365 |
+
| 0.003 | 4.6828 | 6550 | 0.0072 |
|
| 1366 |
+
| 0.004 | 4.6863 | 6555 | 0.0071 |
|
| 1367 |
+
| 0.0045 | 4.6899 | 6560 | 0.0071 |
|
| 1368 |
+
| 0.0028 | 4.6935 | 6565 | 0.0071 |
|
| 1369 |
+
| 0.0038 | 4.6971 | 6570 | 0.0072 |
|
| 1370 |
+
| 0.002 | 4.7006 | 6575 | 0.0071 |
|
| 1371 |
+
| 0.004 | 4.7042 | 6580 | 0.0071 |
|
| 1372 |
+
| 0.0026 | 4.7078 | 6585 | 0.0071 |
|
| 1373 |
+
| 0.0021 | 4.7113 | 6590 | 0.0071 |
|
| 1374 |
+
| 0.0028 | 4.7149 | 6595 | 0.0071 |
|
| 1375 |
+
| 0.0018 | 4.7185 | 6600 | 0.0071 |
|
| 1376 |
+
| 0.0018 | 4.7221 | 6605 | 0.0071 |
|
| 1377 |
+
| 0.0051 | 4.7256 | 6610 | 0.0071 |
|
| 1378 |
+
| 0.0043 | 4.7292 | 6615 | 0.0071 |
|
| 1379 |
+
| 0.0045 | 4.7328 | 6620 | 0.0071 |
|
| 1380 |
+
| 0.0029 | 4.7364 | 6625 | 0.0071 |
|
| 1381 |
+
| 0.0038 | 4.7399 | 6630 | 0.0071 |
|
| 1382 |
+
| 0.0035 | 4.7435 | 6635 | 0.0071 |
|
| 1383 |
+
| 0.0019 | 4.7471 | 6640 | 0.0071 |
|
| 1384 |
+
| 0.0028 | 4.7507 | 6645 | 0.0071 |
|
| 1385 |
+
| 0.0017 | 4.7542 | 6650 | 0.0071 |
|
| 1386 |
+
| 0.0047 | 4.7578 | 6655 | 0.0071 |
|
| 1387 |
+
| 0.0031 | 4.7614 | 6660 | 0.0071 |
|
| 1388 |
+
| 0.0024 | 4.7650 | 6665 | 0.0071 |
|
| 1389 |
+
| 0.0041 | 4.7685 | 6670 | 0.0071 |
|
| 1390 |
+
| 0.0036 | 4.7721 | 6675 | 0.0071 |
|
| 1391 |
+
| 0.0046 | 4.7757 | 6680 | 0.0071 |
|
| 1392 |
+
| 0.0027 | 4.7793 | 6685 | 0.0071 |
|
| 1393 |
+
| 0.003 | 4.7828 | 6690 | 0.0071 |
|
| 1394 |
+
| 0.0044 | 4.7864 | 6695 | 0.0071 |
|
| 1395 |
+
| 0.0031 | 4.7900 | 6700 | 0.0071 |
|
| 1396 |
+
| 0.0031 | 4.7936 | 6705 | 0.0071 |
|
| 1397 |
+
| 0.0036 | 4.7971 | 6710 | 0.0071 |
|
| 1398 |
+
| 0.0013 | 4.8007 | 6715 | 0.0071 |
|
| 1399 |
+
| 0.0039 | 4.8043 | 6720 | 0.0071 |
|
| 1400 |
+
| 0.0041 | 4.8079 | 6725 | 0.0071 |
|
| 1401 |
+
| 0.0025 | 4.8114 | 6730 | 0.0071 |
|
| 1402 |
+
| 0.0034 | 4.8150 | 6735 | 0.0071 |
|
| 1403 |
+
| 0.0046 | 4.8186 | 6740 | 0.0071 |
|
| 1404 |
+
| 0.0036 | 4.8222 | 6745 | 0.0071 |
|
| 1405 |
+
| 0.0034 | 4.8257 | 6750 | 0.0071 |
|
| 1406 |
+
| 0.0034 | 4.8293 | 6755 | 0.0071 |
|
| 1407 |
+
| 0.0023 | 4.8329 | 6760 | 0.0071 |
|
| 1408 |
+
| 0.0017 | 4.8365 | 6765 | 0.0071 |
|
| 1409 |
+
| 0.0025 | 4.8400 | 6770 | 0.0071 |
|
| 1410 |
+
| 0.0028 | 4.8436 | 6775 | 0.0071 |
|
| 1411 |
+
| 0.0021 | 4.8472 | 6780 | 0.0071 |
|
| 1412 |
+
| 0.0025 | 4.8508 | 6785 | 0.0071 |
|
| 1413 |
+
| 0.0019 | 4.8543 | 6790 | 0.0071 |
|
| 1414 |
+
| 0.0049 | 4.8579 | 6795 | 0.0071 |
|
| 1415 |
+
| 0.0033 | 4.8615 | 6800 | 0.0071 |
|
| 1416 |
+
| 0.0027 | 4.8651 | 6805 | 0.0071 |
|
| 1417 |
+
| 0.0023 | 4.8686 | 6810 | 0.0071 |
|
| 1418 |
+
| 0.0039 | 4.8722 | 6815 | 0.0071 |
|
| 1419 |
+
| 0.0034 | 4.8758 | 6820 | 0.0071 |
|
| 1420 |
+
| 0.0025 | 4.8794 | 6825 | 0.0071 |
|
| 1421 |
+
| 0.0043 | 4.8829 | 6830 | 0.0071 |
|
| 1422 |
+
| 0.0024 | 4.8865 | 6835 | 0.0071 |
|
| 1423 |
+
| 0.0025 | 4.8901 | 6840 | 0.0071 |
|
| 1424 |
+
| 0.0035 | 4.8937 | 6845 | 0.0071 |
|
| 1425 |
+
| 0.0036 | 4.8972 | 6850 | 0.0071 |
|
| 1426 |
+
| 0.006 | 4.9008 | 6855 | 0.0071 |
|
| 1427 |
+
| 0.0033 | 4.9044 | 6860 | 0.0071 |
|
| 1428 |
+
| 0.0037 | 4.9080 | 6865 | 0.0071 |
|
| 1429 |
+
| 0.0043 | 4.9115 | 6870 | 0.0071 |
|
| 1430 |
+
| 0.003 | 4.9151 | 6875 | 0.0071 |
|
| 1431 |
+
| 0.0023 | 4.9187 | 6880 | 0.0071 |
|
| 1432 |
+
| 0.0047 | 4.9223 | 6885 | 0.0071 |
|
| 1433 |
+
| 0.003 | 4.9258 | 6890 | 0.0071 |
|
| 1434 |
+
| 0.0043 | 4.9294 | 6895 | 0.0071 |
|
| 1435 |
+
| 0.0036 | 4.9330 | 6900 | 0.0071 |
|
| 1436 |
+
| 0.0035 | 4.9366 | 6905 | 0.0071 |
|
| 1437 |
+
| 0.0032 | 4.9401 | 6910 | 0.0071 |
|
| 1438 |
+
| 0.0038 | 4.9437 | 6915 | 0.0071 |
|
| 1439 |
+
| 0.0043 | 4.9473 | 6920 | 0.0071 |
|
| 1440 |
+
| 0.0036 | 4.9508 | 6925 | 0.0071 |
|
| 1441 |
+
| 0.0022 | 4.9544 | 6930 | 0.0071 |
|
| 1442 |
+
| 0.0022 | 4.9580 | 6935 | 0.0071 |
|
| 1443 |
+
| 0.0022 | 4.9616 | 6940 | 0.0071 |
|
| 1444 |
+
| 0.0035 | 4.9651 | 6945 | 0.0071 |
|
| 1445 |
+
| 0.0035 | 4.9687 | 6950 | 0.0071 |
|
| 1446 |
+
| 0.0046 | 4.9723 | 6955 | 0.0071 |
|
| 1447 |
+
| 0.0025 | 4.9759 | 6960 | 0.0071 |
|
| 1448 |
+
| 0.0038 | 4.9794 | 6965 | 0.0071 |
|
| 1449 |
+
| 0.0031 | 4.9830 | 6970 | 0.0071 |
|
| 1450 |
+
| 0.0036 | 4.9866 | 6975 | 0.0071 |
|
| 1451 |
+
| 0.0051 | 4.9902 | 6980 | 0.0071 |
|
| 1452 |
+
| 0.0025 | 4.9937 | 6985 | 0.0071 |
|
| 1453 |
+
| 0.0031 | 4.9973 | 6990 | 0.0071 |
|
| 1454 |
|
| 1455 |
|
| 1456 |
### Framework versions
|
adapter_config.json
CHANGED
|
@@ -21,12 +21,12 @@
|
|
| 21 |
"revision": null,
|
| 22 |
"target_modules": [
|
| 23 |
"down_proj",
|
|
|
|
|
|
|
| 24 |
"q_proj",
|
| 25 |
-
"k_proj",
|
| 26 |
-
"o_proj",
|
| 27 |
"up_proj",
|
| 28 |
-
"
|
| 29 |
-
"
|
| 30 |
],
|
| 31 |
"task_type": "CAUSAL_LM",
|
| 32 |
"use_dora": false,
|
|
|
|
| 21 |
"revision": null,
|
| 22 |
"target_modules": [
|
| 23 |
"down_proj",
|
| 24 |
+
"gate_proj",
|
| 25 |
+
"v_proj",
|
| 26 |
"q_proj",
|
|
|
|
|
|
|
| 27 |
"up_proj",
|
| 28 |
+
"o_proj",
|
| 29 |
+
"k_proj"
|
| 30 |
],
|
| 31 |
"task_type": "CAUSAL_LM",
|
| 32 |
"use_dora": false,
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1556140392
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05807c760580bdacb34424a9d5fd77283176133ac700117d1017c0ce558c1e6d
|
| 3 |
size 1556140392
|
all_results.json
CHANGED
|
@@ -1,12 +1,12 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch": 4.
|
| 3 |
-
"eval_loss": 0.
|
| 4 |
-
"eval_runtime": 4.
|
| 5 |
-
"eval_samples_per_second":
|
| 6 |
-
"eval_steps_per_second": 2.
|
| 7 |
-
"total_flos":
|
| 8 |
-
"train_loss": 0.
|
| 9 |
-
"train_runtime":
|
| 10 |
-
"train_samples_per_second": 3.
|
| 11 |
-
"train_steps_per_second": 0.
|
| 12 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 4.997319034852547,
|
| 3 |
+
"eval_loss": 0.007015645038336515,
|
| 4 |
+
"eval_runtime": 4.6504,
|
| 5 |
+
"eval_samples_per_second": 10.752,
|
| 6 |
+
"eval_steps_per_second": 2.795,
|
| 7 |
+
"total_flos": 9.055925074306204e+18,
|
| 8 |
+
"train_loss": 0.012000293021579306,
|
| 9 |
+
"train_runtime": 73664.6386,
|
| 10 |
+
"train_samples_per_second": 3.038,
|
| 11 |
+
"train_steps_per_second": 0.095
|
| 12 |
}
|
checkpoint-5450/README.md
ADDED
|
@@ -0,0 +1,202 @@
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: unsloth/Llama-3.2-3B-Instruct
|
| 3 |
+
library_name: peft
|
| 4 |
+
---
|
| 5 |
+
|
| 6 |
+
# Model Card for Model ID
|
| 7 |
+
|
| 8 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
## Model Details
|
| 13 |
+
|
| 14 |
+
### Model Description
|
| 15 |
+
|
| 16 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
- **Developed by:** [More Information Needed]
|
| 21 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 22 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 23 |
+
- **Model type:** [More Information Needed]
|
| 24 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 25 |
+
- **License:** [More Information Needed]
|
| 26 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 27 |
+
|
| 28 |
+
### Model Sources [optional]
|
| 29 |
+
|
| 30 |
+
<!-- Provide the basic links for the model. -->
|
| 31 |
+
|
| 32 |
+
- **Repository:** [More Information Needed]
|
| 33 |
+
- **Paper [optional]:** [More Information Needed]
|
| 34 |
+
- **Demo [optional]:** [More Information Needed]
|
| 35 |
+
|
| 36 |
+
## Uses
|
| 37 |
+
|
| 38 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 39 |
+
|
| 40 |
+
### Direct Use
|
| 41 |
+
|
| 42 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 43 |
+
|
| 44 |
+
[More Information Needed]
|
| 45 |
+
|
| 46 |
+
### Downstream Use [optional]
|
| 47 |
+
|
| 48 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 49 |
+
|
| 50 |
+
[More Information Needed]
|
| 51 |
+
|
| 52 |
+
### Out-of-Scope Use
|
| 53 |
+
|
| 54 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 55 |
+
|
| 56 |
+
[More Information Needed]
|
| 57 |
+
|
| 58 |
+
## Bias, Risks, and Limitations
|
| 59 |
+
|
| 60 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 61 |
+
|
| 62 |
+
[More Information Needed]
|
| 63 |
+
|
| 64 |
+
### Recommendations
|
| 65 |
+
|
| 66 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 67 |
+
|
| 68 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 69 |
+
|
| 70 |
+
## How to Get Started with the Model
|
| 71 |
+
|
| 72 |
+
Use the code below to get started with the model.
|
| 73 |
+
|
| 74 |
+
[More Information Needed]
|
| 75 |
+
|
| 76 |
+
## Training Details
|
| 77 |
+
|
| 78 |
+
### Training Data
|
| 79 |
+
|
| 80 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 81 |
+
|
| 82 |
+
[More Information Needed]
|
| 83 |
+
|
| 84 |
+
### Training Procedure
|
| 85 |
+
|
| 86 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 87 |
+
|
| 88 |
+
#### Preprocessing [optional]
|
| 89 |
+
|
| 90 |
+
[More Information Needed]
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
#### Training Hyperparameters
|
| 94 |
+
|
| 95 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 96 |
+
|
| 97 |
+
#### Speeds, Sizes, Times [optional]
|
| 98 |
+
|
| 99 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 100 |
+
|
| 101 |
+
[More Information Needed]
|
| 102 |
+
|
| 103 |
+
## Evaluation
|
| 104 |
+
|
| 105 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 106 |
+
|
| 107 |
+
### Testing Data, Factors & Metrics
|
| 108 |
+
|
| 109 |
+
#### Testing Data
|
| 110 |
+
|
| 111 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 112 |
+
|
| 113 |
+
[More Information Needed]
|
| 114 |
+
|
| 115 |
+
#### Factors
|
| 116 |
+
|
| 117 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 118 |
+
|
| 119 |
+
[More Information Needed]
|
| 120 |
+
|
| 121 |
+
#### Metrics
|
| 122 |
+
|
| 123 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 124 |
+
|
| 125 |
+
[More Information Needed]
|
| 126 |
+
|
| 127 |
+
### Results
|
| 128 |
+
|
| 129 |
+
[More Information Needed]
|
| 130 |
+
|
| 131 |
+
#### Summary
|
| 132 |
+
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
## Model Examination [optional]
|
| 136 |
+
|
| 137 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 138 |
+
|
| 139 |
+
[More Information Needed]
|
| 140 |
+
|
| 141 |
+
## Environmental Impact
|
| 142 |
+
|
| 143 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 144 |
+
|
| 145 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 146 |
+
|
| 147 |
+
- **Hardware Type:** [More Information Needed]
|
| 148 |
+
- **Hours used:** [More Information Needed]
|
| 149 |
+
- **Cloud Provider:** [More Information Needed]
|
| 150 |
+
- **Compute Region:** [More Information Needed]
|
| 151 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 152 |
+
|
| 153 |
+
## Technical Specifications [optional]
|
| 154 |
+
|
| 155 |
+
### Model Architecture and Objective
|
| 156 |
+
|
| 157 |
+
[More Information Needed]
|
| 158 |
+
|
| 159 |
+
### Compute Infrastructure
|
| 160 |
+
|
| 161 |
+
[More Information Needed]
|
| 162 |
+
|
| 163 |
+
#### Hardware
|
| 164 |
+
|
| 165 |
+
[More Information Needed]
|
| 166 |
+
|
| 167 |
+
#### Software
|
| 168 |
+
|
| 169 |
+
[More Information Needed]
|
| 170 |
+
|
| 171 |
+
## Citation [optional]
|
| 172 |
+
|
| 173 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 174 |
+
|
| 175 |
+
**BibTeX:**
|
| 176 |
+
|
| 177 |
+
[More Information Needed]
|
| 178 |
+
|
| 179 |
+
**APA:**
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
## Glossary [optional]
|
| 184 |
+
|
| 185 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 186 |
+
|
| 187 |
+
[More Information Needed]
|
| 188 |
+
|
| 189 |
+
## More Information [optional]
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
## Model Card Authors [optional]
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
## Model Card Contact
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|
| 200 |
+
### Framework versions
|
| 201 |
+
|
| 202 |
+
- PEFT 0.12.0
|
checkpoint-5450/adapter_config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alpha_pattern": {},
|
| 3 |
+
"auto_mapping": null,
|
| 4 |
+
"base_model_name_or_path": "unsloth/Llama-3.2-3B-Instruct",
|
| 5 |
+
"bias": "none",
|
| 6 |
+
"fan_in_fan_out": false,
|
| 7 |
+
"inference_mode": true,
|
| 8 |
+
"init_lora_weights": true,
|
| 9 |
+
"layer_replication": null,
|
| 10 |
+
"layers_pattern": null,
|
| 11 |
+
"layers_to_transform": null,
|
| 12 |
+
"loftq_config": {},
|
| 13 |
+
"lora_alpha": 256,
|
| 14 |
+
"lora_dropout": 0.0,
|
| 15 |
+
"megatron_config": null,
|
| 16 |
+
"megatron_core": "megatron.core",
|
| 17 |
+
"modules_to_save": null,
|
| 18 |
+
"peft_type": "LORA",
|
| 19 |
+
"r": 256,
|
| 20 |
+
"rank_pattern": {},
|
| 21 |
+
"revision": null,
|
| 22 |
+
"target_modules": [
|
| 23 |
+
"down_proj",
|
| 24 |
+
"gate_proj",
|
| 25 |
+
"v_proj",
|
| 26 |
+
"q_proj",
|
| 27 |
+
"up_proj",
|
| 28 |
+
"o_proj",
|
| 29 |
+
"k_proj"
|
| 30 |
+
],
|
| 31 |
+
"task_type": "CAUSAL_LM",
|
| 32 |
+
"use_dora": false,
|
| 33 |
+
"use_rslora": false
|
| 34 |
+
}
|
checkpoint-5450/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:05807c760580bdacb34424a9d5fd77283176133ac700117d1017c0ce558c1e6d
|
| 3 |
+
size 1556140392
|
checkpoint-5450/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ae0e0859305d9ba552464d6f73e89f851c25825ce62ebe5ddb18826222dedb52
|
| 3 |
+
size 3112505578
|
checkpoint-5450/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:3ca62a3753dd40a4418a287b8e346ec5ec7b70b7cf350b434e799f247c8eb232
|
| 3 |
+
size 14308
|
checkpoint-5450/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:52c4eaf5f94825ec12b738e96103a8534f43bb59ccffd99be33d6723a76803c4
|
| 3 |
+
size 1064
|
checkpoint-5450/special_tokens_map.json
ADDED
|
@@ -0,0 +1,17 @@
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| 1 |
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{
|
| 2 |
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"bos_token": {
|
| 3 |
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"content": "<|begin_of_text|>",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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},
|
| 9 |
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"eos_token": {
|
| 10 |
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|
| 11 |
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|
| 12 |
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"normalized": false,
|
| 13 |
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|
| 14 |
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"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": "<|eot_id|>"
|
| 17 |
+
}
|
checkpoint-5450/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b
|
| 3 |
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size 17209920
|
checkpoint-5450/tokenizer_config.json
ADDED
|
@@ -0,0 +1,2065 @@
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"128000": {
|
| 4 |
+
"content": "<|begin_of_text|>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"128001": {
|
| 12 |
+
"content": "<|end_of_text|>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"128002": {
|
| 20 |
+
"content": "<|reserved_special_token_0|>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"128003": {
|
| 28 |
+
"content": "<|reserved_special_token_1|>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"128004": {
|
| 36 |
+
"content": "<|finetune_right_pad_id|>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"128005": {
|
| 44 |
+
"content": "<|reserved_special_token_2|>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"128006": {
|
| 52 |
+
"content": "<|start_header_id|>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"128007": {
|
| 60 |
+
"content": "<|end_header_id|>",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
+
},
|
| 67 |
+
"128008": {
|
| 68 |
+
"content": "<|eom_id|>",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": true
|
| 74 |
+
},
|
| 75 |
+
"128009": {
|
| 76 |
+
"content": "<|eot_id|>",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": true
|
| 82 |
+
},
|
| 83 |
+
"128010": {
|
| 84 |
+
"content": "<|python_tag|>",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": true
|
| 90 |
+
},
|
| 91 |
+
"128011": {
|
| 92 |
+
"content": "<|reserved_special_token_3|>",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": true
|
| 98 |
+
},
|
| 99 |
+
"128012": {
|
| 100 |
+
"content": "<|reserved_special_token_4|>",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": false,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": true
|
| 106 |
+
},
|
| 107 |
+
"128013": {
|
| 108 |
+
"content": "<|reserved_special_token_5|>",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": false,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": true
|
| 114 |
+
},
|
| 115 |
+
"128014": {
|
| 116 |
+
"content": "<|reserved_special_token_6|>",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": false,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false,
|
| 121 |
+
"special": true
|
| 122 |
+
},
|
| 123 |
+
"128015": {
|
| 124 |
+
"content": "<|reserved_special_token_7|>",
|
| 125 |
+
"lstrip": false,
|
| 126 |
+
"normalized": false,
|
| 127 |
+
"rstrip": false,
|
| 128 |
+
"single_word": false,
|
| 129 |
+
"special": true
|
| 130 |
+
},
|
| 131 |
+
"128016": {
|
| 132 |
+
"content": "<|reserved_special_token_8|>",
|
| 133 |
+
"lstrip": false,
|
| 134 |
+
"normalized": false,
|
| 135 |
+
"rstrip": false,
|
| 136 |
+
"single_word": false,
|
| 137 |
+
"special": true
|
| 138 |
+
},
|
| 139 |
+
"128017": {
|
| 140 |
+
"content": "<|reserved_special_token_9|>",
|
| 141 |
+
"lstrip": false,
|
| 142 |
+
"normalized": false,
|
| 143 |
+
"rstrip": false,
|
| 144 |
+
"single_word": false,
|
| 145 |
+
"special": true
|
| 146 |
+
},
|
| 147 |
+
"128018": {
|
| 148 |
+
"content": "<|reserved_special_token_10|>",
|
| 149 |
+
"lstrip": false,
|
| 150 |
+
"normalized": false,
|
| 151 |
+
"rstrip": false,
|
| 152 |
+
"single_word": false,
|
| 153 |
+
"special": true
|
| 154 |
+
},
|
| 155 |
+
"128019": {
|
| 156 |
+
"content": "<|reserved_special_token_11|>",
|
| 157 |
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| 2033 |
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| 2034 |
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| 2035 |
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|
| 2053 |
+
"chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- if strftime_now is defined %}\n {%- set date_string = strftime_now(\"%d %b %Y\") %}\n {%- else %}\n {%- set date_string = \"26 Jul 2024\" %}\n {%- endif %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {{- \"<|eot_id|>\" }}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n",
|
| 2054 |
+
"clean_up_tokenization_spaces": true,
|
| 2055 |
+
"eos_token": "<|eot_id|>",
|
| 2056 |
+
"model_input_names": [
|
| 2057 |
+
"input_ids",
|
| 2058 |
+
"attention_mask"
|
| 2059 |
+
],
|
| 2060 |
+
"model_max_length": 131072,
|
| 2061 |
+
"pad_token": "<|eot_id|>",
|
| 2062 |
+
"padding_side": "right",
|
| 2063 |
+
"split_special_tokens": false,
|
| 2064 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
| 2065 |
+
}
|
checkpoint-5450/trainer_state.json
ADDED
|
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|
|
|
checkpoint-5450/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:770e1b4021cf0e5eb3d0138403b158223a20ecdadc029214ef66acb0184edcb2
|
| 3 |
+
size 5496
|
eval_results.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch": 4.
|
| 3 |
-
"eval_loss": 0.
|
| 4 |
-
"eval_runtime": 4.
|
| 5 |
-
"eval_samples_per_second":
|
| 6 |
-
"eval_steps_per_second": 2.
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 4.997319034852547,
|
| 3 |
+
"eval_loss": 0.007015645038336515,
|
| 4 |
+
"eval_runtime": 4.6504,
|
| 5 |
+
"eval_samples_per_second": 10.752,
|
| 6 |
+
"eval_steps_per_second": 2.795
|
| 7 |
}
|
train_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch": 4.
|
| 3 |
-
"total_flos":
|
| 4 |
-
"train_loss": 0.
|
| 5 |
-
"train_runtime":
|
| 6 |
-
"train_samples_per_second": 3.
|
| 7 |
-
"train_steps_per_second": 0.
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 4.997319034852547,
|
| 3 |
+
"total_flos": 9.055925074306204e+18,
|
| 4 |
+
"train_loss": 0.012000293021579306,
|
| 5 |
+
"train_runtime": 73664.6386,
|
| 6 |
+
"train_samples_per_second": 3.038,
|
| 7 |
+
"train_steps_per_second": 0.095
|
| 8 |
}
|
trainer_log.jsonl
CHANGED
|
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|
|
|
trainer_state.json
CHANGED
|
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|
|
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5496
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:770e1b4021cf0e5eb3d0138403b158223a20ecdadc029214ef66acb0184edcb2
|
| 3 |
size 5496
|
training_eval_loss.png
CHANGED
|
|
training_loss.png
CHANGED
|
|