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Training in progress, step 10000

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  1. README.md +29 -1176
  2. config.json +2 -1
  3. model.safetensors +2 -2
  4. runs/Mar07_17-26-01_ECS-CSC-MS-CG/events.out.tfevents.1741397164.ECS-CSC-MS-CG.5288.0 +3 -0
  5. runs/Mar07_23-14-52_ECS-CSC-MS-CG/events.out.tfevents.1741418095.ECS-CSC-MS-CG.11548.0 +3 -0
  6. runs/Mar07_23-26-41_ECS-CSC-MS-CG/events.out.tfevents.1741418804.ECS-CSC-MS-CG.1984.0 +3 -0
  7. special_tokens_map.json +7 -0
  8. tokenizer_config.json +58 -0
  9. training_args.bin +1 -1
  10. vocab.txt +0 -0
README.md CHANGED
@@ -1,20 +1,22 @@
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  ---
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  library_name: transformers
 
 
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: working
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # working
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- This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 3.0310
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  ## Model description
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@@ -39,1181 +41,32 @@ The following hyperparameters were used during training:
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  - seed: 42
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  - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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- - num_epochs: 30
 
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss |
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- |:-------------:|:-------:|:-----:|:---------------:|
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- | No log | 0.0257 | 50 | 8.3096 |
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- | No log | 0.0513 | 100 | 7.4735 |
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- | No log | 0.0770 | 150 | 7.2647 |
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- | No log | 0.1026 | 200 | 7.1600 |
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- | No log | 0.1283 | 250 | 7.0539 |
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- | No log | 0.1539 | 300 | 7.0103 |
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- | No log | 0.1796 | 350 | 6.9458 |
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- | No log | 0.2052 | 400 | 6.9520 |
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- | No log | 0.2309 | 450 | 6.8904 |
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- | 7.3423 | 0.2565 | 500 | 6.8391 |
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- | 7.3423 | 0.2822 | 550 | 6.7810 |
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- | 7.3423 | 0.3079 | 600 | 6.7884 |
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- | 7.3423 | 0.3335 | 650 | 6.7114 |
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- | 7.3423 | 0.3592 | 700 | 6.6953 |
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- | 7.3423 | 0.3848 | 750 | 6.6629 |
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- | 7.3423 | 0.4105 | 800 | 6.6596 |
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- | 7.3423 | 0.4361 | 850 | 6.6389 |
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- | 7.3423 | 0.4618 | 900 | 6.6189 |
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- | 7.3423 | 0.4874 | 950 | 6.6140 |
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- | 6.6909 | 0.5131 | 1000 | 6.5782 |
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- | 6.6909 | 0.5387 | 1050 | 6.5335 |
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- | 6.6909 | 0.5644 | 1100 | 6.5510 |
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- | 6.6909 | 0.5900 | 1150 | 6.4893 |
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- | 6.6909 | 0.6157 | 1200 | 6.5047 |
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- | 6.6909 | 0.6414 | 1250 | 6.4707 |
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- | 6.6909 | 0.6670 | 1300 | 6.4985 |
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- | 6.6909 | 0.6927 | 1350 | 6.4403 |
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- | 6.6909 | 0.7183 | 1400 | 6.4987 |
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- | 6.6909 | 0.7440 | 1450 | 6.4522 |
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- | 6.5236 | 0.7696 | 1500 | 6.4328 |
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- | 6.5236 | 0.7953 | 1550 | 6.4438 |
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- | 6.5236 | 0.8209 | 1600 | 6.4280 |
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- | 6.5236 | 0.8466 | 1650 | 6.4174 |
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- | 6.5236 | 0.8722 | 1700 | 6.3740 |
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- | 6.5236 | 0.8979 | 1750 | 6.3792 |
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- | 6.5236 | 0.9236 | 1800 | 6.3883 |
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- | 6.5236 | 0.9492 | 1850 | 6.3839 |
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- | 6.5236 | 0.9749 | 1900 | 6.3593 |
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- | 6.5236 | 1.0005 | 1950 | 6.3504 |
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- | 6.4141 | 1.0262 | 2000 | 6.3051 |
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- | 6.4141 | 1.0518 | 2050 | 6.3022 |
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- | 6.4141 | 1.0775 | 2100 | 6.3258 |
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- | 6.4141 | 1.1031 | 2150 | 6.3057 |
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- | 6.4141 | 1.1288 | 2200 | 6.2995 |
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- | 6.4141 | 1.1544 | 2250 | 6.3079 |
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- | 6.4141 | 1.1801 | 2300 | 6.3153 |
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- | 6.4141 | 1.2057 | 2350 | 6.2612 |
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- | 6.4141 | 1.2314 | 2400 | 6.2444 |
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- | 6.4141 | 1.2571 | 2450 | 6.2521 |
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- | 6.2955 | 1.2827 | 2500 | 6.2269 |
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- | 6.2955 | 1.3084 | 2550 | 6.2115 |
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- | 6.2955 | 1.3340 | 2600 | 6.2226 |
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- | 6.2955 | 1.3597 | 2650 | 6.1955 |
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- | 6.2955 | 1.3853 | 2700 | 6.2331 |
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- | 6.2955 | 1.4110 | 2750 | 6.1806 |
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- | 6.2955 | 1.4366 | 2800 | 6.1801 |
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- | 6.2955 | 1.4623 | 2850 | 6.2029 |
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- | 6.2955 | 1.4879 | 2900 | 6.1955 |
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- | 6.2955 | 1.5136 | 2950 | 6.1976 |
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- | 6.2161 | 1.5393 | 3000 | 6.1620 |
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- | 6.2161 | 1.5649 | 3050 | 6.1447 |
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- | 6.2161 | 1.5906 | 3100 | 6.1417 |
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- | 6.2161 | 1.6162 | 3150 | 6.1307 |
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- | 6.2161 | 1.6419 | 3200 | 6.1138 |
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- | 6.2161 | 1.6675 | 3250 | 6.1024 |
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- | 6.2161 | 1.6932 | 3300 | 6.0781 |
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- | 6.2161 | 1.7188 | 3350 | 6.1014 |
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- | 6.2161 | 1.7445 | 3400 | 6.0640 |
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- | 6.2161 | 1.7701 | 3450 | 6.0545 |
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- | 6.1452 | 1.7958 | 3500 | 6.0619 |
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- | 6.1452 | 1.8214 | 3550 | 6.0481 |
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- | 6.1452 | 1.8471 | 3600 | 6.0200 |
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- | 6.1452 | 1.8728 | 3650 | 6.0535 |
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- | 6.1452 | 1.8984 | 3700 | 6.0226 |
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- | 6.1452 | 1.9241 | 3750 | 5.9810 |
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- | 6.1452 | 1.9497 | 3800 | 5.9843 |
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- | 6.1452 | 1.9754 | 3850 | 5.9668 |
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- | 6.1452 | 2.0010 | 3900 | 5.9482 |
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- | 6.1452 | 2.0267 | 3950 | 5.9255 |
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- | 6.0116 | 2.0523 | 4000 | 5.8972 |
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- | 6.0116 | 2.0780 | 4050 | 5.8792 |
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- | 6.0116 | 2.1036 | 4100 | 5.8328 |
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- | 6.0116 | 2.1293 | 4150 | 5.8224 |
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- | 6.0116 | 2.1550 | 4200 | 5.7990 |
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- | 6.0116 | 2.1806 | 4250 | 5.7737 |
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- | 6.0116 | 2.2063 | 4300 | 5.7861 |
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- | 6.0116 | 2.2319 | 4350 | 5.7445 |
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- | 6.0116 | 2.2576 | 4400 | 5.7461 |
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- | 6.0116 | 2.2832 | 4450 | 5.6637 |
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- | 5.8257 | 2.3089 | 4500 | 5.6409 |
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- | 5.8257 | 2.3345 | 4550 | 5.6526 |
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- | 5.8257 | 2.3602 | 4600 | 5.6508 |
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- | 5.8257 | 2.3858 | 4650 | 5.5961 |
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- | 5.8257 | 2.4115 | 4700 | 5.6347 |
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- | 5.8257 | 2.4371 | 4750 | 5.5746 |
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- | 5.8257 | 2.4628 | 4800 | 5.5619 |
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- | 5.8257 | 2.4885 | 4850 | 5.5204 |
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- | 5.8257 | 2.5141 | 4900 | 5.5111 |
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- | 5.8257 | 2.5398 | 4950 | 5.5068 |
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- | 5.6084 | 2.5654 | 5000 | 5.4507 |
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- | 5.6084 | 2.5911 | 5050 | 5.4321 |
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- | 5.6084 | 2.6167 | 5100 | 5.4396 |
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- | 5.6084 | 2.6424 | 5150 | 5.4115 |
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- | 5.6084 | 2.6680 | 5200 | 5.3756 |
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- | 5.6084 | 2.6937 | 5250 | 5.3606 |
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- | 5.6084 | 2.7193 | 5300 | 5.3652 |
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- | 5.6084 | 2.7450 | 5350 | 5.3330 |
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- | 5.6084 | 2.7707 | 5400 | 5.3094 |
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- | 5.6084 | 2.7963 | 5450 | 5.3111 |
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- | 5.452 | 2.8220 | 5500 | 5.2684 |
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- | 5.452 | 2.8476 | 5550 | 5.2728 |
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- | 5.452 | 2.8733 | 5600 | 5.2578 |
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- | 5.452 | 2.8989 | 5650 | 5.2558 |
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- | 5.452 | 2.9246 | 5700 | 5.2349 |
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- | 5.452 | 2.9502 | 5750 | 5.2113 |
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- | 5.452 | 2.9759 | 5800 | 5.2030 |
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- | 5.452 | 3.0015 | 5850 | 5.1873 |
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- | 5.452 | 3.0272 | 5900 | 5.1739 |
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- | 5.452 | 3.0528 | 5950 | 5.1589 |
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- | 5.29 | 3.0785 | 6000 | 5.1390 |
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- | 5.29 | 3.1042 | 6050 | 5.1377 |
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- | 5.29 | 3.1298 | 6100 | 5.1126 |
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- | 5.29 | 3.1555 | 6150 | 5.0935 |
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- | 5.29 | 3.1811 | 6200 | 5.0791 |
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- | 5.29 | 3.2068 | 6250 | 5.1011 |
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- | 5.29 | 3.2324 | 6300 | 5.0900 |
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- | 5.29 | 3.2581 | 6350 | 5.0775 |
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- | 5.29 | 3.2837 | 6400 | 5.0566 |
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- | 5.29 | 3.3094 | 6450 | 5.0725 |
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- | 5.123 | 3.3350 | 6500 | 5.0211 |
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- | 5.123 | 3.3607 | 6550 | 5.0059 |
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- | 5.123 | 3.3864 | 6600 | 5.0284 |
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- | 5.123 | 3.4120 | 6650 | 4.9963 |
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- | 5.123 | 3.4377 | 6700 | 4.9673 |
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- | 5.123 | 3.4633 | 6750 | 4.9919 |
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- | 5.123 | 3.4890 | 6800 | 4.9833 |
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- | 5.123 | 3.5146 | 6850 | 4.9469 |
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- | 5.123 | 3.5403 | 6900 | 4.9328 |
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- | 5.123 | 3.5659 | 6950 | 4.9567 |
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- | 5.0534 | 3.5916 | 7000 | 4.9039 |
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- | 5.0534 | 3.6172 | 7050 | 4.9117 |
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- | 5.0534 | 3.6429 | 7100 | 4.9252 |
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- | 5.0534 | 3.6685 | 7150 | 4.9074 |
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- | 5.0534 | 3.6942 | 7200 | 4.8795 |
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- | 5.0534 | 3.7199 | 7250 | 4.8641 |
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- | 5.0534 | 3.7455 | 7300 | 4.8538 |
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- | 5.0534 | 3.7712 | 7350 | 4.8442 |
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- | 5.0534 | 3.7968 | 7400 | 4.8563 |
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- | 5.0534 | 3.8225 | 7450 | 4.8392 |
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- | 4.9365 | 3.8481 | 7500 | 4.8035 |
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- | 4.9365 | 3.8738 | 7550 | 4.8371 |
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- | 4.9365 | 3.8994 | 7600 | 4.7896 |
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- | 4.9365 | 3.9251 | 7650 | 4.8070 |
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- | 4.9365 | 3.9507 | 7700 | 4.7870 |
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- | 4.9365 | 3.9764 | 7750 | 4.7638 |
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- | 4.9365 | 4.0021 | 7800 | 4.7769 |
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- | 4.9365 | 4.0277 | 7850 | 4.7823 |
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- | 4.9365 | 4.0534 | 7900 | 4.7810 |
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- | 4.9365 | 4.0790 | 7950 | 4.7422 |
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- | 4.8495 | 4.1047 | 8000 | 4.7223 |
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- | 4.8495 | 4.1303 | 8050 | 4.7454 |
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- | 4.8495 | 4.1560 | 8100 | 4.7638 |
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- | 4.8495 | 4.1816 | 8150 | 4.7337 |
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- | 4.8495 | 4.2073 | 8200 | 4.6994 |
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- | 4.8495 | 4.2329 | 8250 | 4.6848 |
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- | 4.8495 | 4.2586 | 8300 | 4.6756 |
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- | 4.8495 | 4.2842 | 8350 | 4.6830 |
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- | 4.8495 | 4.3099 | 8400 | 4.6946 |
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- | 4.8495 | 4.3356 | 8450 | 4.6951 |
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- | 4.7447 | 4.3612 | 8500 | 4.6581 |
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- | 4.7447 | 4.3869 | 8550 | 4.6618 |
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- | 4.7447 | 4.4125 | 8600 | 4.6652 |
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- | 4.7447 | 4.4382 | 8650 | 4.6192 |
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- | 4.7447 | 4.4638 | 8700 | 4.6296 |
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- | 4.7447 | 4.4895 | 8750 | 4.6307 |
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- | 4.7447 | 4.5151 | 8800 | 4.6055 |
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- | 4.7447 | 4.5408 | 8850 | 4.6373 |
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- | 4.7447 | 4.5664 | 8900 | 4.6130 |
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- | 4.7447 | 4.5921 | 8950 | 4.6201 |
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- | 4.6933 | 4.6178 | 9000 | 4.5941 |
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- | 4.6933 | 4.6434 | 9050 | 4.5839 |
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- | 4.6933 | 4.6691 | 9100 | 4.5955 |
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- | 4.6933 | 4.6947 | 9150 | 4.5674 |
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- | 4.6933 | 4.7204 | 9200 | 4.5924 |
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- | 4.6933 | 4.7460 | 9250 | 4.5898 |
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- | 4.6933 | 4.7717 | 9300 | 4.5502 |
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- | 4.6933 | 4.7973 | 9350 | 4.5494 |
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- | 4.6933 | 4.8230 | 9400 | 4.5400 |
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- | 4.6933 | 4.8486 | 9450 | 4.5325 |
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- | 4.6246 | 4.8743 | 9500 | 4.5554 |
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- | 4.6246 | 4.8999 | 9550 | 4.5594 |
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- | 4.6246 | 4.9256 | 9600 | 4.4861 |
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- | 4.6246 | 4.9513 | 9650 | 4.4804 |
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- | 4.6246 | 4.9769 | 9700 | 4.4962 |
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- | 4.6246 | 5.0026 | 9750 | 4.4511 |
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- | 4.6246 | 5.0282 | 9800 | 4.5073 |
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- | 4.6246 | 5.0539 | 9850 | 4.4686 |
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- | 4.6246 | 5.0795 | 9900 | 4.5364 |
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- | 4.6246 | 5.1052 | 9950 | 4.4914 |
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- | 4.5543 | 5.1308 | 10000 | 4.4827 |
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- | 4.5543 | 5.1565 | 10050 | 4.4720 |
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- | 4.5543 | 5.1821 | 10100 | 4.4491 |
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- | 4.5543 | 5.2078 | 10150 | 4.4902 |
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- | 4.5543 | 5.2335 | 10200 | 4.4589 |
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- | 4.5543 | 5.2591 | 10250 | 4.4671 |
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- | 4.5543 | 5.2848 | 10300 | 4.4291 |
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- | 4.5543 | 5.3104 | 10350 | 4.4424 |
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- | 4.5543 | 5.3361 | 10400 | 4.4582 |
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- | 4.5543 | 5.3617 | 10450 | 4.4112 |
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- | 4.4722 | 5.3874 | 10500 | 4.4114 |
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- | 4.4722 | 5.4130 | 10550 | 4.4084 |
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- | 4.4722 | 5.4387 | 10600 | 4.4076 |
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- | 4.4722 | 5.4643 | 10650 | 4.4014 |
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- | 4.4722 | 5.4900 | 10700 | 4.4092 |
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- | 4.4722 | 5.5156 | 10750 | 4.4191 |
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- | 4.4722 | 5.5413 | 10800 | 4.3816 |
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- | 4.4722 | 5.5670 | 10850 | 4.3795 |
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- | 4.4722 | 5.5926 | 10900 | 4.3935 |
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- | 4.4722 | 5.6183 | 10950 | 4.3667 |
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- | 4.4036 | 5.6439 | 11000 | 4.3631 |
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- | 4.4036 | 5.6696 | 11050 | 4.3718 |
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- | 4.4036 | 5.6952 | 11100 | 4.3664 |
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- | 4.4036 | 5.7209 | 11150 | 4.3738 |
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- | 4.4036 | 5.7465 | 11200 | 4.3461 |
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- | 4.4036 | 5.7722 | 11250 | 4.3300 |
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- | 4.4036 | 5.7978 | 11300 | 4.3373 |
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- | 4.4036 | 5.8235 | 11350 | 4.3109 |
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- | 4.4036 | 5.8492 | 11400 | 4.3279 |
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- | 4.4036 | 5.8748 | 11450 | 4.3222 |
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- | 4.3661 | 5.9005 | 11500 | 4.3269 |
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- | 4.3661 | 5.9261 | 11550 | 4.3051 |
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- | 4.3661 | 5.9518 | 11600 | 4.3149 |
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- | 4.3661 | 5.9774 | 11650 | 4.3115 |
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- | 4.3661 | 6.0031 | 11700 | 4.2934 |
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- | 4.3661 | 6.0287 | 11750 | 4.2980 |
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- | 4.3661 | 6.0544 | 11800 | 4.3056 |
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- | 4.3661 | 6.0800 | 11850 | 4.3109 |
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- | 4.3661 | 6.1057 | 11900 | 4.3159 |
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- | 4.3661 | 6.1313 | 11950 | 4.3096 |
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- | 4.3189 | 6.1570 | 12000 | 4.2918 |
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- | 4.3189 | 6.1827 | 12050 | 4.2972 |
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- | 4.3189 | 6.2083 | 12100 | 4.2695 |
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- | 4.3189 | 6.2340 | 12150 | 4.2643 |
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- | 4.3189 | 6.2596 | 12200 | 4.2394 |
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- | 4.3189 | 6.2853 | 12250 | 4.2632 |
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- | 4.3189 | 6.3109 | 12300 | 4.2552 |
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- | 4.3189 | 6.3366 | 12350 | 4.2476 |
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- | 4.3189 | 6.3622 | 12400 | 4.2164 |
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- | 4.3189 | 6.3879 | 12450 | 4.2749 |
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- | 4.2614 | 6.4135 | 12500 | 4.2318 |
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- | 4.2614 | 6.4392 | 12550 | 4.2130 |
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- | 4.2614 | 6.4649 | 12600 | 4.2186 |
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- | 4.2614 | 6.4905 | 12650 | 4.2020 |
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- | 4.2614 | 6.5162 | 12700 | 4.2184 |
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- | 4.2614 | 6.5418 | 12750 | 4.2160 |
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- | 4.2614 | 6.5675 | 12800 | 4.2032 |
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- | 4.2614 | 6.5931 | 12850 | 4.1857 |
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- | 4.2614 | 6.6188 | 12900 | 4.2074 |
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- | 4.2614 | 6.6444 | 12950 | 4.2195 |
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- | 4.2648 | 6.6701 | 13000 | 4.2003 |
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- | 4.2648 | 6.6957 | 13050 | 4.1940 |
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- | 4.2648 | 6.7214 | 13100 | 4.1816 |
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- | 4.2648 | 6.7470 | 13150 | 4.1466 |
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- | 4.2648 | 6.7727 | 13200 | 4.1820 |
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- | 4.2648 | 6.7984 | 13250 | 4.1719 |
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- | 4.2648 | 6.8240 | 13300 | 4.1538 |
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- | 4.2648 | 6.8497 | 13350 | 4.1603 |
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- | 4.2648 | 6.8753 | 13400 | 4.1588 |
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- | 4.2648 | 6.9010 | 13450 | 4.1982 |
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- | 4.1783 | 6.9266 | 13500 | 4.1549 |
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- | 4.1783 | 6.9523 | 13550 | 4.1692 |
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- | 4.1783 | 6.9779 | 13600 | 4.1655 |
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- | 4.1783 | 7.0036 | 13650 | 4.1275 |
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- | 4.1783 | 7.0292 | 13700 | 4.1435 |
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- | 4.1783 | 7.0549 | 13750 | 4.1426 |
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- | 4.1783 | 7.0806 | 13800 | 4.1213 |
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- | 4.1783 | 7.1062 | 13850 | 4.1070 |
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- | 4.1783 | 7.1319 | 13900 | 4.1300 |
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- | 4.1783 | 7.1575 | 13950 | 4.1295 |
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- | 4.1413 | 7.1832 | 14000 | 4.1106 |
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- | 4.1413 | 7.2088 | 14050 | 4.1058 |
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- | 4.1413 | 7.2345 | 14100 | 4.1393 |
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- | 4.1413 | 7.2601 | 14150 | 4.1372 |
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- | 4.1413 | 7.2858 | 14200 | 4.0730 |
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- | 4.1413 | 7.3114 | 14250 | 4.0907 |
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- | 4.1413 | 7.3371 | 14300 | 4.0804 |
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- | 4.1413 | 7.3628 | 14350 | 4.0779 |
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- | 4.1413 | 7.3884 | 14400 | 4.0800 |
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- | 4.1413 | 7.4141 | 14450 | 4.1001 |
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- | 4.1119 | 7.4397 | 14500 | 4.0935 |
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- | 4.1119 | 7.4654 | 14550 | 4.0979 |
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- | 4.1119 | 7.4910 | 14600 | 4.1066 |
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- | 4.1119 | 7.5167 | 14650 | 4.0618 |
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- | 4.1119 | 7.5423 | 14700 | 4.0607 |
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- | 4.1119 | 7.5680 | 14750 | 4.0460 |
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- | 4.1119 | 7.5936 | 14800 | 4.0503 |
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- | 4.1119 | 7.6193 | 14850 | 4.0498 |
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- | 4.1119 | 7.6449 | 14900 | 4.0726 |
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- | 4.1119 | 7.6706 | 14950 | 4.0516 |
347
- | 4.0501 | 7.6963 | 15000 | 4.0587 |
348
- | 4.0501 | 7.7219 | 15050 | 4.0733 |
349
- | 4.0501 | 7.7476 | 15100 | 4.0536 |
350
- | 4.0501 | 7.7732 | 15150 | 4.0595 |
351
- | 4.0501 | 7.7989 | 15200 | 4.0238 |
352
- | 4.0501 | 7.8245 | 15250 | 4.0357 |
353
- | 4.0501 | 7.8502 | 15300 | 4.0310 |
354
- | 4.0501 | 7.8758 | 15350 | 4.0213 |
355
- | 4.0501 | 7.9015 | 15400 | 4.0433 |
356
- | 4.0501 | 7.9271 | 15450 | 3.9915 |
357
- | 4.0527 | 7.9528 | 15500 | 4.0175 |
358
- | 4.0527 | 7.9785 | 15550 | 4.0425 |
359
- | 4.0527 | 8.0041 | 15600 | 4.0083 |
360
- | 4.0527 | 8.0298 | 15650 | 4.0098 |
361
- | 4.0527 | 8.0554 | 15700 | 3.9860 |
362
- | 4.0527 | 8.0811 | 15750 | 4.0155 |
363
- | 4.0527 | 8.1067 | 15800 | 4.0215 |
364
- | 4.0527 | 8.1324 | 15850 | 4.0595 |
365
- | 4.0527 | 8.1580 | 15900 | 3.9777 |
366
- | 4.0527 | 8.1837 | 15950 | 3.9811 |
367
- | 3.971 | 8.2093 | 16000 | 4.0022 |
368
- | 3.971 | 8.2350 | 16050 | 3.9825 |
369
- | 3.971 | 8.2606 | 16100 | 4.0101 |
370
- | 3.971 | 8.2863 | 16150 | 3.9747 |
371
- | 3.971 | 8.3120 | 16200 | 3.9746 |
372
- | 3.971 | 8.3376 | 16250 | 3.9682 |
373
- | 3.971 | 8.3633 | 16300 | 4.0068 |
374
- | 3.971 | 8.3889 | 16350 | 3.9700 |
375
- | 3.971 | 8.4146 | 16400 | 3.9657 |
376
- | 3.971 | 8.4402 | 16450 | 3.9664 |
377
- | 3.9553 | 8.4659 | 16500 | 3.9505 |
378
- | 3.9553 | 8.4915 | 16550 | 3.9292 |
379
- | 3.9553 | 8.5172 | 16600 | 3.9445 |
380
- | 3.9553 | 8.5428 | 16650 | 3.9438 |
381
- | 3.9553 | 8.5685 | 16700 | 3.9915 |
382
- | 3.9553 | 8.5942 | 16750 | 3.9410 |
383
- | 3.9553 | 8.6198 | 16800 | 3.9715 |
384
- | 3.9553 | 8.6455 | 16850 | 3.9512 |
385
- | 3.9553 | 8.6711 | 16900 | 3.9308 |
386
- | 3.9553 | 8.6968 | 16950 | 3.9439 |
387
- | 3.9436 | 8.7224 | 17000 | 3.9449 |
388
- | 3.9436 | 8.7481 | 17050 | 3.9269 |
389
- | 3.9436 | 8.7737 | 17100 | 3.8972 |
390
- | 3.9436 | 8.7994 | 17150 | 3.9297 |
391
- | 3.9436 | 8.8250 | 17200 | 3.9086 |
392
- | 3.9436 | 8.8507 | 17250 | 3.9127 |
393
- | 3.9436 | 8.8763 | 17300 | 3.9089 |
394
- | 3.9436 | 8.9020 | 17350 | 3.8994 |
395
- | 3.9436 | 8.9277 | 17400 | 3.9185 |
396
- | 3.9436 | 8.9533 | 17450 | 3.9179 |
397
- | 3.9159 | 8.9790 | 17500 | 3.9086 |
398
- | 3.9159 | 9.0046 | 17550 | 3.9033 |
399
- | 3.9159 | 9.0303 | 17600 | 3.9060 |
400
- | 3.9159 | 9.0559 | 17650 | 3.8786 |
401
- | 3.9159 | 9.0816 | 17700 | 3.8666 |
402
- | 3.9159 | 9.1072 | 17750 | 3.8647 |
403
- | 3.9159 | 9.1329 | 17800 | 3.8632 |
404
- | 3.9159 | 9.1585 | 17850 | 3.9014 |
405
- | 3.9159 | 9.1842 | 17900 | 3.8771 |
406
- | 3.9159 | 9.2099 | 17950 | 3.8544 |
407
- | 3.8847 | 9.2355 | 18000 | 3.8961 |
408
- | 3.8847 | 9.2612 | 18050 | 3.8681 |
409
- | 3.8847 | 9.2868 | 18100 | 3.8587 |
410
- | 3.8847 | 9.3125 | 18150 | 3.8793 |
411
- | 3.8847 | 9.3381 | 18200 | 3.8962 |
412
- | 3.8847 | 9.3638 | 18250 | 3.8863 |
413
- | 3.8847 | 9.3894 | 18300 | 3.8650 |
414
- | 3.8847 | 9.4151 | 18350 | 3.8395 |
415
- | 3.8847 | 9.4407 | 18400 | 3.8269 |
416
- | 3.8847 | 9.4664 | 18450 | 3.8762 |
417
- | 3.8378 | 9.4920 | 18500 | 3.8306 |
418
- | 3.8378 | 9.5177 | 18550 | 3.8529 |
419
- | 3.8378 | 9.5434 | 18600 | 3.8615 |
420
- | 3.8378 | 9.5690 | 18650 | 3.8322 |
421
- | 3.8378 | 9.5947 | 18700 | 3.8445 |
422
- | 3.8378 | 9.6203 | 18750 | 3.8162 |
423
- | 3.8378 | 9.6460 | 18800 | 3.8214 |
424
- | 3.8378 | 9.6716 | 18850 | 3.8385 |
425
- | 3.8378 | 9.6973 | 18900 | 3.8362 |
426
- | 3.8378 | 9.7229 | 18950 | 3.8198 |
427
- | 3.8144 | 9.7486 | 19000 | 3.8322 |
428
- | 3.8144 | 9.7742 | 19050 | 3.8310 |
429
- | 3.8144 | 9.7999 | 19100 | 3.8505 |
430
- | 3.8144 | 9.8256 | 19150 | 3.8195 |
431
- | 3.8144 | 9.8512 | 19200 | 3.7956 |
432
- | 3.8144 | 9.8769 | 19250 | 3.7794 |
433
- | 3.8144 | 9.9025 | 19300 | 3.8319 |
434
- | 3.8144 | 9.9282 | 19350 | 3.7800 |
435
- | 3.8144 | 9.9538 | 19400 | 3.7908 |
436
- | 3.8144 | 9.9795 | 19450 | 3.8109 |
437
- | 3.8062 | 10.0051 | 19500 | 3.8306 |
438
- | 3.8062 | 10.0308 | 19550 | 3.7966 |
439
- | 3.8062 | 10.0564 | 19600 | 3.7965 |
440
- | 3.8062 | 10.0821 | 19650 | 3.7817 |
441
- | 3.8062 | 10.1077 | 19700 | 3.7925 |
442
- | 3.8062 | 10.1334 | 19750 | 3.7676 |
443
- | 3.8062 | 10.1591 | 19800 | 3.7552 |
444
- | 3.8062 | 10.1847 | 19850 | 3.8061 |
445
- | 3.8062 | 10.2104 | 19900 | 3.7852 |
446
- | 3.8062 | 10.2360 | 19950 | 3.7699 |
447
- | 3.7528 | 10.2617 | 20000 | 3.7659 |
448
- | 3.7528 | 10.2873 | 20050 | 3.7981 |
449
- | 3.7528 | 10.3130 | 20100 | 3.7317 |
450
- | 3.7528 | 10.3386 | 20150 | 3.7805 |
451
- | 3.7528 | 10.3643 | 20200 | 3.7593 |
452
- | 3.7528 | 10.3899 | 20250 | 3.7883 |
453
- | 3.7528 | 10.4156 | 20300 | 3.7654 |
454
- | 3.7528 | 10.4413 | 20350 | 3.7411 |
455
- | 3.7528 | 10.4669 | 20400 | 3.7643 |
456
- | 3.7528 | 10.4926 | 20450 | 3.7487 |
457
- | 3.7368 | 10.5182 | 20500 | 3.7572 |
458
- | 3.7368 | 10.5439 | 20550 | 3.7457 |
459
- | 3.7368 | 10.5695 | 20600 | 3.7400 |
460
- | 3.7368 | 10.5952 | 20650 | 3.7498 |
461
- | 3.7368 | 10.6208 | 20700 | 3.7388 |
462
- | 3.7368 | 10.6465 | 20750 | 3.7194 |
463
- | 3.7368 | 10.6721 | 20800 | 3.7126 |
464
- | 3.7368 | 10.6978 | 20850 | 3.7160 |
465
- | 3.7368 | 10.7234 | 20900 | 3.7488 |
466
- | 3.7368 | 10.7491 | 20950 | 3.7272 |
467
- | 3.7006 | 10.7748 | 21000 | 3.7341 |
468
- | 3.7006 | 10.8004 | 21050 | 3.7594 |
469
- | 3.7006 | 10.8261 | 21100 | 3.7305 |
470
- | 3.7006 | 10.8517 | 21150 | 3.7440 |
471
- | 3.7006 | 10.8774 | 21200 | 3.7511 |
472
- | 3.7006 | 10.9030 | 21250 | 3.7100 |
473
- | 3.7006 | 10.9287 | 21300 | 3.7039 |
474
- | 3.7006 | 10.9543 | 21350 | 3.7038 |
475
- | 3.7006 | 10.9800 | 21400 | 3.7320 |
476
- | 3.7006 | 11.0056 | 21450 | 3.7281 |
477
- | 3.6847 | 11.0313 | 21500 | 3.7228 |
478
- | 3.6847 | 11.0570 | 21550 | 3.6985 |
479
- | 3.6847 | 11.0826 | 21600 | 3.7220 |
480
- | 3.6847 | 11.1083 | 21650 | 3.7176 |
481
- | 3.6847 | 11.1339 | 21700 | 3.7108 |
482
- | 3.6847 | 11.1596 | 21750 | 3.7109 |
483
- | 3.6847 | 11.1852 | 21800 | 3.7124 |
484
- | 3.6847 | 11.2109 | 21850 | 3.7132 |
485
- | 3.6847 | 11.2365 | 21900 | 3.6871 |
486
- | 3.6847 | 11.2622 | 21950 | 3.7072 |
487
- | 3.6345 | 11.2878 | 22000 | 3.7151 |
488
- | 3.6345 | 11.3135 | 22050 | 3.6929 |
489
- | 3.6345 | 11.3391 | 22100 | 3.7068 |
490
- | 3.6345 | 11.3648 | 22150 | 3.6965 |
491
- | 3.6345 | 11.3905 | 22200 | 3.7000 |
492
- | 3.6345 | 11.4161 | 22250 | 3.7120 |
493
- | 3.6345 | 11.4418 | 22300 | 3.6534 |
494
- | 3.6345 | 11.4674 | 22350 | 3.6945 |
495
- | 3.6345 | 11.4931 | 22400 | 3.6871 |
496
- | 3.6345 | 11.5187 | 22450 | 3.6840 |
497
- | 3.6331 | 11.5444 | 22500 | 3.6595 |
498
- | 3.6331 | 11.5700 | 22550 | 3.6739 |
499
- | 3.6331 | 11.5957 | 22600 | 3.6776 |
500
- | 3.6331 | 11.6213 | 22650 | 3.6604 |
501
- | 3.6331 | 11.6470 | 22700 | 3.6579 |
502
- | 3.6331 | 11.6727 | 22750 | 3.6574 |
503
- | 3.6331 | 11.6983 | 22800 | 3.6654 |
504
- | 3.6331 | 11.7240 | 22850 | 3.6524 |
505
- | 3.6331 | 11.7496 | 22900 | 3.6728 |
506
- | 3.6331 | 11.7753 | 22950 | 3.6993 |
507
- | 3.6297 | 11.8009 | 23000 | 3.6350 |
508
- | 3.6297 | 11.8266 | 23050 | 3.6518 |
509
- | 3.6297 | 11.8522 | 23100 | 3.6352 |
510
- | 3.6297 | 11.8779 | 23150 | 3.6721 |
511
- | 3.6297 | 11.9035 | 23200 | 3.6612 |
512
- | 3.6297 | 11.9292 | 23250 | 3.6408 |
513
- | 3.6297 | 11.9548 | 23300 | 3.6448 |
514
- | 3.6297 | 11.9805 | 23350 | 3.6670 |
515
- | 3.6297 | 12.0062 | 23400 | 3.6308 |
516
- | 3.6297 | 12.0318 | 23450 | 3.6662 |
517
- | 3.6024 | 12.0575 | 23500 | 3.6620 |
518
- | 3.6024 | 12.0831 | 23550 | 3.6205 |
519
- | 3.6024 | 12.1088 | 23600 | 3.6181 |
520
- | 3.6024 | 12.1344 | 23650 | 3.5988 |
521
- | 3.6024 | 12.1601 | 23700 | 3.6257 |
522
- | 3.6024 | 12.1857 | 23750 | 3.6369 |
523
- | 3.6024 | 12.2114 | 23800 | 3.6128 |
524
- | 3.6024 | 12.2370 | 23850 | 3.6268 |
525
- | 3.6024 | 12.2627 | 23900 | 3.6342 |
526
- | 3.6024 | 12.2884 | 23950 | 3.5976 |
527
- | 3.5373 | 12.3140 | 24000 | 3.5984 |
528
- | 3.5373 | 12.3397 | 24050 | 3.5943 |
529
- | 3.5373 | 12.3653 | 24100 | 3.6054 |
530
- | 3.5373 | 12.3910 | 24150 | 3.5766 |
531
- | 3.5373 | 12.4166 | 24200 | 3.5908 |
532
- | 3.5373 | 12.4423 | 24250 | 3.5958 |
533
- | 3.5373 | 12.4679 | 24300 | 3.5927 |
534
- | 3.5373 | 12.4936 | 24350 | 3.6059 |
535
- | 3.5373 | 12.5192 | 24400 | 3.5992 |
536
- | 3.5373 | 12.5449 | 24450 | 3.6238 |
537
- | 3.5557 | 12.5705 | 24500 | 3.5942 |
538
- | 3.5557 | 12.5962 | 24550 | 3.6156 |
539
- | 3.5557 | 12.6219 | 24600 | 3.5824 |
540
- | 3.5557 | 12.6475 | 24650 | 3.5954 |
541
- | 3.5557 | 12.6732 | 24700 | 3.6066 |
542
- | 3.5557 | 12.6988 | 24750 | 3.5842 |
543
- | 3.5557 | 12.7245 | 24800 | 3.5927 |
544
- | 3.5557 | 12.7501 | 24850 | 3.5809 |
545
- | 3.5557 | 12.7758 | 24900 | 3.5959 |
546
- | 3.5557 | 12.8014 | 24950 | 3.5834 |
547
- | 3.5268 | 12.8271 | 25000 | 3.5618 |
548
- | 3.5268 | 12.8527 | 25050 | 3.5862 |
549
- | 3.5268 | 12.8784 | 25100 | 3.5918 |
550
- | 3.5268 | 12.9041 | 25150 | 3.5835 |
551
- | 3.5268 | 12.9297 | 25200 | 3.5559 |
552
- | 3.5268 | 12.9554 | 25250 | 3.5674 |
553
- | 3.5268 | 12.9810 | 25300 | 3.5778 |
554
- | 3.5268 | 13.0067 | 25350 | 3.5680 |
555
- | 3.5268 | 13.0323 | 25400 | 3.5897 |
556
- | 3.5268 | 13.0580 | 25450 | 3.5638 |
557
- | 3.5266 | 13.0836 | 25500 | 3.5511 |
558
- | 3.5266 | 13.1093 | 25550 | 3.5933 |
559
- | 3.5266 | 13.1349 | 25600 | 3.5556 |
560
- | 3.5266 | 13.1606 | 25650 | 3.5759 |
561
- | 3.5266 | 13.1862 | 25700 | 3.5574 |
562
- | 3.5266 | 13.2119 | 25750 | 3.5468 |
563
- | 3.5266 | 13.2376 | 25800 | 3.5689 |
564
- | 3.5266 | 13.2632 | 25850 | 3.5662 |
565
- | 3.5266 | 13.2889 | 25900 | 3.5656 |
566
- | 3.5266 | 13.3145 | 25950 | 3.5235 |
567
- | 3.4828 | 13.3402 | 26000 | 3.5582 |
568
- | 3.4828 | 13.3658 | 26050 | 3.5589 |
569
- | 3.4828 | 13.3915 | 26100 | 3.5423 |
570
- | 3.4828 | 13.4171 | 26150 | 3.5300 |
571
- | 3.4828 | 13.4428 | 26200 | 3.5389 |
572
- | 3.4828 | 13.4684 | 26250 | 3.5244 |
573
- | 3.4828 | 13.4941 | 26300 | 3.5318 |
574
- | 3.4828 | 13.5198 | 26350 | 3.5290 |
575
- | 3.4828 | 13.5454 | 26400 | 3.5466 |
576
- | 3.4828 | 13.5711 | 26450 | 3.5104 |
577
- | 3.4617 | 13.5967 | 26500 | 3.5263 |
578
- | 3.4617 | 13.6224 | 26550 | 3.5240 |
579
- | 3.4617 | 13.6480 | 26600 | 3.5263 |
580
- | 3.4617 | 13.6737 | 26650 | 3.5455 |
581
- | 3.4617 | 13.6993 | 26700 | 3.5545 |
582
- | 3.4617 | 13.7250 | 26750 | 3.4912 |
583
- | 3.4617 | 13.7506 | 26800 | 3.4941 |
584
- | 3.4617 | 13.7763 | 26850 | 3.5261 |
585
- | 3.4617 | 13.8019 | 26900 | 3.5435 |
586
- | 3.4617 | 13.8276 | 26950 | 3.5133 |
587
- | 3.4515 | 13.8533 | 27000 | 3.5334 |
588
- | 3.4515 | 13.8789 | 27050 | 3.5148 |
589
- | 3.4515 | 13.9046 | 27100 | 3.5310 |
590
- | 3.4515 | 13.9302 | 27150 | 3.4897 |
591
- | 3.4515 | 13.9559 | 27200 | 3.5368 |
592
- | 3.4515 | 13.9815 | 27250 | 3.4999 |
593
- | 3.4515 | 14.0072 | 27300 | 3.5344 |
594
- | 3.4515 | 14.0328 | 27350 | 3.4985 |
595
- | 3.4515 | 14.0585 | 27400 | 3.5169 |
596
- | 3.4515 | 14.0841 | 27450 | 3.5108 |
597
- | 3.4187 | 14.1098 | 27500 | 3.5194 |
598
- | 3.4187 | 14.1355 | 27550 | 3.4878 |
599
- | 3.4187 | 14.1611 | 27600 | 3.5045 |
600
- | 3.4187 | 14.1868 | 27650 | 3.4897 |
601
- | 3.4187 | 14.2124 | 27700 | 3.5024 |
602
- | 3.4187 | 14.2381 | 27750 | 3.5160 |
603
- | 3.4187 | 14.2637 | 27800 | 3.5080 |
604
- | 3.4187 | 14.2894 | 27850 | 3.4497 |
605
- | 3.4187 | 14.3150 | 27900 | 3.5089 |
606
- | 3.4187 | 14.3407 | 27950 | 3.4946 |
607
- | 3.3968 | 14.3663 | 28000 | 3.4892 |
608
- | 3.3968 | 14.3920 | 28050 | 3.5068 |
609
- | 3.3968 | 14.4177 | 28100 | 3.4906 |
610
- | 3.3968 | 14.4433 | 28150 | 3.4699 |
611
- | 3.3968 | 14.4690 | 28200 | 3.4781 |
612
- | 3.3968 | 14.4946 | 28250 | 3.4697 |
613
- | 3.3968 | 14.5203 | 28300 | 3.4444 |
614
- | 3.3968 | 14.5459 | 28350 | 3.4745 |
615
- | 3.3968 | 14.5716 | 28400 | 3.4925 |
616
- | 3.3968 | 14.5972 | 28450 | 3.4474 |
617
- | 3.389 | 14.6229 | 28500 | 3.4767 |
618
- | 3.389 | 14.6485 | 28550 | 3.4736 |
619
- | 3.389 | 14.6742 | 28600 | 3.4949 |
620
- | 3.389 | 14.6998 | 28650 | 3.4407 |
621
- | 3.389 | 14.7255 | 28700 | 3.4845 |
622
- | 3.389 | 14.7512 | 28750 | 3.4622 |
623
- | 3.389 | 14.7768 | 28800 | 3.4604 |
624
- | 3.389 | 14.8025 | 28850 | 3.4651 |
625
- | 3.389 | 14.8281 | 28900 | 3.4761 |
626
- | 3.389 | 14.8538 | 28950 | 3.4464 |
627
- | 3.3938 | 14.8794 | 29000 | 3.4312 |
628
- | 3.3938 | 14.9051 | 29050 | 3.4400 |
629
- | 3.3938 | 14.9307 | 29100 | 3.4747 |
630
- | 3.3938 | 14.9564 | 29150 | 3.4568 |
631
- | 3.3938 | 14.9820 | 29200 | 3.4578 |
632
- | 3.3938 | 15.0077 | 29250 | 3.4578 |
633
- | 3.3938 | 15.0334 | 29300 | 3.4622 |
634
- | 3.3938 | 15.0590 | 29350 | 3.4548 |
635
- | 3.3938 | 15.0847 | 29400 | 3.4481 |
636
- | 3.3938 | 15.1103 | 29450 | 3.4444 |
637
- | 3.3571 | 15.1360 | 29500 | 3.4333 |
638
- | 3.3571 | 15.1616 | 29550 | 3.4763 |
639
- | 3.3571 | 15.1873 | 29600 | 3.4553 |
640
- | 3.3571 | 15.2129 | 29650 | 3.4327 |
641
- | 3.3571 | 15.2386 | 29700 | 3.4672 |
642
- | 3.3571 | 15.2642 | 29750 | 3.4564 |
643
- | 3.3571 | 15.2899 | 29800 | 3.4705 |
644
- | 3.3571 | 15.3155 | 29850 | 3.4409 |
645
- | 3.3571 | 15.3412 | 29900 | 3.4307 |
646
- | 3.3571 | 15.3669 | 29950 | 3.4311 |
647
- | 3.3527 | 15.3925 | 30000 | 3.4264 |
648
- | 3.3527 | 15.4182 | 30050 | 3.4133 |
649
- | 3.3527 | 15.4438 | 30100 | 3.4205 |
650
- | 3.3527 | 15.4695 | 30150 | 3.4735 |
651
- | 3.3527 | 15.4951 | 30200 | 3.4327 |
652
- | 3.3527 | 15.5208 | 30250 | 3.4259 |
653
- | 3.3527 | 15.5464 | 30300 | 3.4326 |
654
- | 3.3527 | 15.5721 | 30350 | 3.4129 |
655
- | 3.3527 | 15.5977 | 30400 | 3.4258 |
656
- | 3.3527 | 15.6234 | 30450 | 3.4357 |
657
- | 3.3222 | 15.6491 | 30500 | 3.4354 |
658
- | 3.3222 | 15.6747 | 30550 | 3.4032 |
659
- | 3.3222 | 15.7004 | 30600 | 3.3985 |
660
- | 3.3222 | 15.7260 | 30650 | 3.4036 |
661
- | 3.3222 | 15.7517 | 30700 | 3.4153 |
662
- | 3.3222 | 15.7773 | 30750 | 3.4075 |
663
- | 3.3222 | 15.8030 | 30800 | 3.3842 |
664
- | 3.3222 | 15.8286 | 30850 | 3.4041 |
665
- | 3.3222 | 15.8543 | 30900 | 3.4323 |
666
- | 3.3222 | 15.8799 | 30950 | 3.3908 |
667
- | 3.3036 | 15.9056 | 31000 | 3.4229 |
668
- | 3.3036 | 15.9312 | 31050 | 3.4155 |
669
- | 3.3036 | 15.9569 | 31100 | 3.4084 |
670
- | 3.3036 | 15.9826 | 31150 | 3.4000 |
671
- | 3.3036 | 16.0082 | 31200 | 3.3837 |
672
- | 3.3036 | 16.0339 | 31250 | 3.3800 |
673
- | 3.3036 | 16.0595 | 31300 | 3.3875 |
674
- | 3.3036 | 16.0852 | 31350 | 3.4117 |
675
- | 3.3036 | 16.1108 | 31400 | 3.4301 |
676
- | 3.3036 | 16.1365 | 31450 | 3.3668 |
677
- | 3.3144 | 16.1621 | 31500 | 3.3974 |
678
- | 3.3144 | 16.1878 | 31550 | 3.4078 |
679
- | 3.3144 | 16.2134 | 31600 | 3.3827 |
680
- | 3.3144 | 16.2391 | 31650 | 3.3698 |
681
- | 3.3144 | 16.2648 | 31700 | 3.3865 |
682
- | 3.3144 | 16.2904 | 31750 | 3.3727 |
683
- | 3.3144 | 16.3161 | 31800 | 3.3814 |
684
- | 3.3144 | 16.3417 | 31850 | 3.3983 |
685
- | 3.3144 | 16.3674 | 31900 | 3.3736 |
686
- | 3.3144 | 16.3930 | 31950 | 3.3904 |
687
- | 3.2792 | 16.4187 | 32000 | 3.4152 |
688
- | 3.2792 | 16.4443 | 32050 | 3.3420 |
689
- | 3.2792 | 16.4700 | 32100 | 3.3830 |
690
- | 3.2792 | 16.4956 | 32150 | 3.3865 |
691
- | 3.2792 | 16.5213 | 32200 | 3.3764 |
692
- | 3.2792 | 16.5469 | 32250 | 3.3786 |
693
- | 3.2792 | 16.5726 | 32300 | 3.3539 |
694
- | 3.2792 | 16.5983 | 32350 | 3.3637 |
695
- | 3.2792 | 16.6239 | 32400 | 3.3742 |
696
- | 3.2792 | 16.6496 | 32450 | 3.3664 |
697
- | 3.2764 | 16.6752 | 32500 | 3.3745 |
698
- | 3.2764 | 16.7009 | 32550 | 3.3506 |
699
- | 3.2764 | 16.7265 | 32600 | 3.3525 |
700
- | 3.2764 | 16.7522 | 32650 | 3.3743 |
701
- | 3.2764 | 16.7778 | 32700 | 3.3631 |
702
- | 3.2764 | 16.8035 | 32750 | 3.3529 |
703
- | 3.2764 | 16.8291 | 32800 | 3.3801 |
704
- | 3.2764 | 16.8548 | 32850 | 3.3678 |
705
- | 3.2764 | 16.8805 | 32900 | 3.3812 |
706
- | 3.2764 | 16.9061 | 32950 | 3.3741 |
707
- | 3.2765 | 16.9318 | 33000 | 3.3601 |
708
- | 3.2765 | 16.9574 | 33050 | 3.3743 |
709
- | 3.2765 | 16.9831 | 33100 | 3.3503 |
710
- | 3.2765 | 17.0087 | 33150 | 3.3506 |
711
- | 3.2765 | 17.0344 | 33200 | 3.3402 |
712
- | 3.2765 | 17.0600 | 33250 | 3.3651 |
713
- | 3.2765 | 17.0857 | 33300 | 3.3533 |
714
- | 3.2765 | 17.1113 | 33350 | 3.3379 |
715
- | 3.2765 | 17.1370 | 33400 | 3.3666 |
716
- | 3.2765 | 17.1626 | 33450 | 3.3518 |
717
- | 3.2371 | 17.1883 | 33500 | 3.3316 |
718
- | 3.2371 | 17.2140 | 33550 | 3.3745 |
719
- | 3.2371 | 17.2396 | 33600 | 3.3570 |
720
- | 3.2371 | 17.2653 | 33650 | 3.3420 |
721
- | 3.2371 | 17.2909 | 33700 | 3.3534 |
722
- | 3.2371 | 17.3166 | 33750 | 3.3626 |
723
- | 3.2371 | 17.3422 | 33800 | 3.3670 |
724
- | 3.2371 | 17.3679 | 33850 | 3.3594 |
725
- | 3.2371 | 17.3935 | 33900 | 3.3545 |
726
- | 3.2371 | 17.4192 | 33950 | 3.3113 |
727
- | 3.2369 | 17.4448 | 34000 | 3.3311 |
728
- | 3.2369 | 17.4705 | 34050 | 3.3277 |
729
- | 3.2369 | 17.4962 | 34100 | 3.3447 |
730
- | 3.2369 | 17.5218 | 34150 | 3.3359 |
731
- | 3.2369 | 17.5475 | 34200 | 3.3206 |
732
- | 3.2369 | 17.5731 | 34250 | 3.3298 |
733
- | 3.2369 | 17.5988 | 34300 | 3.3612 |
734
- | 3.2369 | 17.6244 | 34350 | 3.3540 |
735
- | 3.2369 | 17.6501 | 34400 | 3.3209 |
736
- | 3.2369 | 17.6757 | 34450 | 3.3355 |
737
- | 3.2095 | 17.7014 | 34500 | 3.3048 |
738
- | 3.2095 | 17.7270 | 34550 | 3.3414 |
739
- | 3.2095 | 17.7527 | 34600 | 3.3265 |
740
- | 3.2095 | 17.7783 | 34650 | 3.3373 |
741
- | 3.2095 | 17.8040 | 34700 | 3.3120 |
742
- | 3.2095 | 17.8297 | 34750 | 3.3179 |
743
- | 3.2095 | 17.8553 | 34800 | 3.3200 |
744
- | 3.2095 | 17.8810 | 34850 | 3.3087 |
745
- | 3.2095 | 17.9066 | 34900 | 3.3207 |
746
- | 3.2095 | 17.9323 | 34950 | 3.3279 |
747
- | 3.1803 | 17.9579 | 35000 | 3.3299 |
748
- | 3.1803 | 17.9836 | 35050 | 3.2783 |
749
- | 3.1803 | 18.0092 | 35100 | 3.3176 |
750
- | 3.1803 | 18.0349 | 35150 | 3.3216 |
751
- | 3.1803 | 18.0605 | 35200 | 3.2821 |
752
- | 3.1803 | 18.0862 | 35250 | 3.2924 |
753
- | 3.1803 | 18.1119 | 35300 | 3.2918 |
754
- | 3.1803 | 18.1375 | 35350 | 3.3258 |
755
- | 3.1803 | 18.1632 | 35400 | 3.2937 |
756
- | 3.1803 | 18.1888 | 35450 | 3.3070 |
757
- | 3.1714 | 18.2145 | 35500 | 3.2882 |
758
- | 3.1714 | 18.2401 | 35550 | 3.2944 |
759
- | 3.1714 | 18.2658 | 35600 | 3.3002 |
760
- | 3.1714 | 18.2914 | 35650 | 3.2933 |
761
- | 3.1714 | 18.3171 | 35700 | 3.2935 |
762
- | 3.1714 | 18.3427 | 35750 | 3.2952 |
763
- | 3.1714 | 18.3684 | 35800 | 3.2833 |
764
- | 3.1714 | 18.3940 | 35850 | 3.2721 |
765
- | 3.1714 | 18.4197 | 35900 | 3.2434 |
766
- | 3.1714 | 18.4454 | 35950 | 3.3325 |
767
- | 3.1873 | 18.4710 | 36000 | 3.2844 |
768
- | 3.1873 | 18.4967 | 36050 | 3.3126 |
769
- | 3.1873 | 18.5223 | 36100 | 3.2796 |
770
- | 3.1873 | 18.5480 | 36150 | 3.3206 |
771
- | 3.1873 | 18.5736 | 36200 | 3.2755 |
772
- | 3.1873 | 18.5993 | 36250 | 3.2817 |
773
- | 3.1873 | 18.6249 | 36300 | 3.2855 |
774
- | 3.1873 | 18.6506 | 36350 | 3.3035 |
775
- | 3.1873 | 18.6762 | 36400 | 3.2857 |
776
- | 3.1873 | 18.7019 | 36450 | 3.2730 |
777
- | 3.1702 | 18.7276 | 36500 | 3.3037 |
778
- | 3.1702 | 18.7532 | 36550 | 3.2854 |
779
- | 3.1702 | 18.7789 | 36600 | 3.2696 |
780
- | 3.1702 | 18.8045 | 36650 | 3.2903 |
781
- | 3.1702 | 18.8302 | 36700 | 3.2970 |
782
- | 3.1702 | 18.8558 | 36750 | 3.2705 |
783
- | 3.1702 | 18.8815 | 36800 | 3.2549 |
784
- | 3.1702 | 18.9071 | 36850 | 3.2692 |
785
- | 3.1702 | 18.9328 | 36900 | 3.2498 |
786
- | 3.1702 | 18.9584 | 36950 | 3.2882 |
787
- | 3.1419 | 18.9841 | 37000 | 3.2574 |
788
- | 3.1419 | 19.0097 | 37050 | 3.2632 |
789
- | 3.1419 | 19.0354 | 37100 | 3.2670 |
790
- | 3.1419 | 19.0611 | 37150 | 3.2834 |
791
- | 3.1419 | 19.0867 | 37200 | 3.2415 |
792
- | 3.1419 | 19.1124 | 37250 | 3.2711 |
793
- | 3.1419 | 19.1380 | 37300 | 3.2265 |
794
- | 3.1419 | 19.1637 | 37350 | 3.2612 |
795
- | 3.1419 | 19.1893 | 37400 | 3.2801 |
796
- | 3.1419 | 19.2150 | 37450 | 3.2610 |
797
- | 3.1191 | 19.2406 | 37500 | 3.2589 |
798
- | 3.1191 | 19.2663 | 37550 | 3.2433 |
799
- | 3.1191 | 19.2919 | 37600 | 3.2481 |
800
- | 3.1191 | 19.3176 | 37650 | 3.2362 |
801
- | 3.1191 | 19.3433 | 37700 | 3.2690 |
802
- | 3.1191 | 19.3689 | 37750 | 3.2512 |
803
- | 3.1191 | 19.3946 | 37800 | 3.2708 |
804
- | 3.1191 | 19.4202 | 37850 | 3.2735 |
805
- | 3.1191 | 19.4459 | 37900 | 3.2578 |
806
- | 3.1191 | 19.4715 | 37950 | 3.2493 |
807
- | 3.1277 | 19.4972 | 38000 | 3.2489 |
808
- | 3.1277 | 19.5228 | 38050 | 3.2491 |
809
- | 3.1277 | 19.5485 | 38100 | 3.2704 |
810
- | 3.1277 | 19.5741 | 38150 | 3.2618 |
811
- | 3.1277 | 19.5998 | 38200 | 3.2713 |
812
- | 3.1277 | 19.6254 | 38250 | 3.2795 |
813
- | 3.1277 | 19.6511 | 38300 | 3.2434 |
814
- | 3.1277 | 19.6768 | 38350 | 3.2375 |
815
- | 3.1277 | 19.7024 | 38400 | 3.2337 |
816
- | 3.1277 | 19.7281 | 38450 | 3.2576 |
817
- | 3.1097 | 19.7537 | 38500 | 3.2508 |
818
- | 3.1097 | 19.7794 | 38550 | 3.2104 |
819
- | 3.1097 | 19.8050 | 38600 | 3.2608 |
820
- | 3.1097 | 19.8307 | 38650 | 3.2571 |
821
- | 3.1097 | 19.8563 | 38700 | 3.2409 |
822
- | 3.1097 | 19.8820 | 38750 | 3.2444 |
823
- | 3.1097 | 19.9076 | 38800 | 3.2429 |
824
- | 3.1097 | 19.9333 | 38850 | 3.2438 |
825
- | 3.1097 | 19.9590 | 38900 | 3.2370 |
826
- | 3.1097 | 19.9846 | 38950 | 3.2552 |
827
- | 3.1109 | 20.0103 | 39000 | 3.2409 |
828
- | 3.1109 | 20.0359 | 39050 | 3.2130 |
829
- | 3.1109 | 20.0616 | 39100 | 3.2403 |
830
- | 3.1109 | 20.0872 | 39150 | 3.2536 |
831
- | 3.1109 | 20.1129 | 39200 | 3.2257 |
832
- | 3.1109 | 20.1385 | 39250 | 3.2092 |
833
- | 3.1109 | 20.1642 | 39300 | 3.2700 |
834
- | 3.1109 | 20.1898 | 39350 | 3.2505 |
835
- | 3.1109 | 20.2155 | 39400 | 3.2052 |
836
- | 3.1109 | 20.2411 | 39450 | 3.2170 |
837
- | 3.0756 | 20.2668 | 39500 | 3.2369 |
838
- | 3.0756 | 20.2925 | 39550 | 3.2376 |
839
- | 3.0756 | 20.3181 | 39600 | 3.2275 |
840
- | 3.0756 | 20.3438 | 39650 | 3.2081 |
841
- | 3.0756 | 20.3694 | 39700 | 3.2074 |
842
- | 3.0756 | 20.3951 | 39750 | 3.2185 |
843
- | 3.0756 | 20.4207 | 39800 | 3.2455 |
844
- | 3.0756 | 20.4464 | 39850 | 3.2186 |
845
- | 3.0756 | 20.4720 | 39900 | 3.2263 |
846
- | 3.0756 | 20.4977 | 39950 | 3.2212 |
847
- | 3.0758 | 20.5233 | 40000 | 3.2034 |
848
- | 3.0758 | 20.5490 | 40050 | 3.2105 |
849
- | 3.0758 | 20.5747 | 40100 | 3.2284 |
850
- | 3.0758 | 20.6003 | 40150 | 3.2128 |
851
- | 3.0758 | 20.6260 | 40200 | 3.1954 |
852
- | 3.0758 | 20.6516 | 40250 | 3.2102 |
853
- | 3.0758 | 20.6773 | 40300 | 3.2157 |
854
- | 3.0758 | 20.7029 | 40350 | 3.2158 |
855
- | 3.0758 | 20.7286 | 40400 | 3.2052 |
856
- | 3.0758 | 20.7542 | 40450 | 3.2104 |
857
- | 3.0746 | 20.7799 | 40500 | 3.2177 |
858
- | 3.0746 | 20.8055 | 40550 | 3.2094 |
859
- | 3.0746 | 20.8312 | 40600 | 3.2098 |
860
- | 3.0746 | 20.8568 | 40650 | 3.1811 |
861
- | 3.0746 | 20.8825 | 40700 | 3.1829 |
862
- | 3.0746 | 20.9082 | 40750 | 3.2013 |
863
- | 3.0746 | 20.9338 | 40800 | 3.2032 |
864
- | 3.0746 | 20.9595 | 40850 | 3.2024 |
865
- | 3.0746 | 20.9851 | 40900 | 3.2063 |
866
- | 3.0746 | 21.0108 | 40950 | 3.2097 |
867
- | 3.0542 | 21.0364 | 41000 | 3.1913 |
868
- | 3.0542 | 21.0621 | 41050 | 3.1805 |
869
- | 3.0542 | 21.0877 | 41100 | 3.2092 |
870
- | 3.0542 | 21.1134 | 41150 | 3.1980 |
871
- | 3.0542 | 21.1390 | 41200 | 3.2138 |
872
- | 3.0542 | 21.1647 | 41250 | 3.1756 |
873
- | 3.0542 | 21.1904 | 41300 | 3.1834 |
874
- | 3.0542 | 21.2160 | 41350 | 3.1931 |
875
- | 3.0542 | 21.2417 | 41400 | 3.2148 |
876
- | 3.0542 | 21.2673 | 41450 | 3.2009 |
877
- | 3.0595 | 21.2930 | 41500 | 3.2082 |
878
- | 3.0595 | 21.3186 | 41550 | 3.2151 |
879
- | 3.0595 | 21.3443 | 41600 | 3.2134 |
880
- | 3.0595 | 21.3699 | 41650 | 3.1872 |
881
- | 3.0595 | 21.3956 | 41700 | 3.1938 |
882
- | 3.0595 | 21.4212 | 41750 | 3.1971 |
883
- | 3.0595 | 21.4469 | 41800 | 3.1908 |
884
- | 3.0595 | 21.4726 | 41850 | 3.2028 |
885
- | 3.0595 | 21.4982 | 41900 | 3.1551 |
886
- | 3.0595 | 21.5239 | 41950 | 3.1764 |
887
- | 3.0357 | 21.5495 | 42000 | 3.1985 |
888
- | 3.0357 | 21.5752 | 42050 | 3.1971 |
889
- | 3.0357 | 21.6008 | 42100 | 3.1706 |
890
- | 3.0357 | 21.6265 | 42150 | 3.1769 |
891
- | 3.0357 | 21.6521 | 42200 | 3.1837 |
892
- | 3.0357 | 21.6778 | 42250 | 3.1656 |
893
- | 3.0357 | 21.7034 | 42300 | 3.1981 |
894
- | 3.0357 | 21.7291 | 42350 | 3.1514 |
895
- | 3.0357 | 21.7547 | 42400 | 3.2024 |
896
- | 3.0357 | 21.7804 | 42450 | 3.2058 |
897
- | 3.0307 | 21.8061 | 42500 | 3.1762 |
898
- | 3.0307 | 21.8317 | 42550 | 3.1728 |
899
- | 3.0307 | 21.8574 | 42600 | 3.1638 |
900
- | 3.0307 | 21.8830 | 42650 | 3.1741 |
901
- | 3.0307 | 21.9087 | 42700 | 3.1964 |
902
- | 3.0307 | 21.9343 | 42750 | 3.1866 |
903
- | 3.0307 | 21.9600 | 42800 | 3.2134 |
904
- | 3.0307 | 21.9856 | 42850 | 3.1605 |
905
- | 3.0307 | 22.0113 | 42900 | 3.1918 |
906
- | 3.0307 | 22.0369 | 42950 | 3.1824 |
907
- | 3.0108 | 22.0626 | 43000 | 3.1720 |
908
- | 3.0108 | 22.0883 | 43050 | 3.1869 |
909
- | 3.0108 | 22.1139 | 43100 | 3.1918 |
910
- | 3.0108 | 22.1396 | 43150 | 3.1824 |
911
- | 3.0108 | 22.1652 | 43200 | 3.1775 |
912
- | 3.0108 | 22.1909 | 43250 | 3.1664 |
913
- | 3.0108 | 22.2165 | 43300 | 3.1670 |
914
- | 3.0108 | 22.2422 | 43350 | 3.1816 |
915
- | 3.0108 | 22.2678 | 43400 | 3.1735 |
916
- | 3.0108 | 22.2935 | 43450 | 3.1617 |
917
- | 3.0186 | 22.3191 | 43500 | 3.1976 |
918
- | 3.0186 | 22.3448 | 43550 | 3.1822 |
919
- | 3.0186 | 22.3704 | 43600 | 3.1749 |
920
- | 3.0186 | 22.3961 | 43650 | 3.1639 |
921
- | 3.0186 | 22.4218 | 43700 | 3.1624 |
922
- | 3.0186 | 22.4474 | 43750 | 3.1482 |
923
- | 3.0186 | 22.4731 | 43800 | 3.1840 |
924
- | 3.0186 | 22.4987 | 43850 | 3.1555 |
925
- | 3.0186 | 22.5244 | 43900 | 3.1679 |
926
- | 3.0186 | 22.5500 | 43950 | 3.1499 |
927
- | 3.0152 | 22.5757 | 44000 | 3.1702 |
928
- | 3.0152 | 22.6013 | 44050 | 3.1450 |
929
- | 3.0152 | 22.6270 | 44100 | 3.1469 |
930
- | 3.0152 | 22.6526 | 44150 | 3.1797 |
931
- | 3.0152 | 22.6783 | 44200 | 3.1520 |
932
- | 3.0152 | 22.7040 | 44250 | 3.1527 |
933
- | 3.0152 | 22.7296 | 44300 | 3.1336 |
934
- | 3.0152 | 22.7553 | 44350 | 3.1472 |
935
- | 3.0152 | 22.7809 | 44400 | 3.1585 |
936
- | 3.0152 | 22.8066 | 44450 | 3.1571 |
937
- | 2.9934 | 22.8322 | 44500 | 3.1794 |
938
- | 2.9934 | 22.8579 | 44550 | 3.1584 |
939
- | 2.9934 | 22.8835 | 44600 | 3.1656 |
940
- | 2.9934 | 22.9092 | 44650 | 3.1744 |
941
- | 2.9934 | 22.9348 | 44700 | 3.1721 |
942
- | 2.9934 | 22.9605 | 44750 | 3.1655 |
943
- | 2.9934 | 22.9861 | 44800 | 3.1324 |
944
- | 2.9934 | 23.0118 | 44850 | 3.1509 |
945
- | 2.9934 | 23.0375 | 44900 | 3.1509 |
946
- | 2.9934 | 23.0631 | 44950 | 3.1224 |
947
- | 2.9934 | 23.0888 | 45000 | 3.1272 |
948
- | 2.9934 | 23.1144 | 45050 | 3.1331 |
949
- | 2.9934 | 23.1401 | 45100 | 3.1472 |
950
- | 2.9934 | 23.1657 | 45150 | 3.1500 |
951
- | 2.9934 | 23.1914 | 45200 | 3.1649 |
952
- | 2.9934 | 23.2170 | 45250 | 3.1458 |
953
- | 2.9934 | 23.2427 | 45300 | 3.1661 |
954
- | 2.9934 | 23.2683 | 45350 | 3.1063 |
955
- | 2.9934 | 23.2940 | 45400 | 3.1548 |
956
- | 2.9934 | 23.3197 | 45450 | 3.1093 |
957
- | 2.989 | 23.3453 | 45500 | 3.1138 |
958
- | 2.989 | 23.3710 | 45550 | 3.1413 |
959
- | 2.989 | 23.3966 | 45600 | 3.1148 |
960
- | 2.989 | 23.4223 | 45650 | 3.1350 |
961
- | 2.989 | 23.4479 | 45700 | 3.1605 |
962
- | 2.989 | 23.4736 | 45750 | 3.1492 |
963
- | 2.989 | 23.4992 | 45800 | 3.1280 |
964
- | 2.989 | 23.5249 | 45850 | 3.1254 |
965
- | 2.989 | 23.5505 | 45900 | 3.1552 |
966
- | 2.989 | 23.5762 | 45950 | 3.1589 |
967
- | 2.9885 | 23.6018 | 46000 | 3.1420 |
968
- | 2.9885 | 23.6275 | 46050 | 3.1149 |
969
- | 2.9885 | 23.6532 | 46100 | 3.1525 |
970
- | 2.9885 | 23.6788 | 46150 | 3.1172 |
971
- | 2.9885 | 23.7045 | 46200 | 3.1084 |
972
- | 2.9885 | 23.7301 | 46250 | 3.1095 |
973
- | 2.9885 | 23.7558 | 46300 | 3.1343 |
974
- | 2.9885 | 23.7814 | 46350 | 3.1488 |
975
- | 2.9885 | 23.8071 | 46400 | 3.1113 |
976
- | 2.9885 | 23.8327 | 46450 | 3.1157 |
977
- | 2.9525 | 23.8584 | 46500 | 3.1407 |
978
- | 2.9525 | 23.8840 | 46550 | 3.1254 |
979
- | 2.9525 | 23.9097 | 46600 | 3.1378 |
980
- | 2.9525 | 23.9354 | 46650 | 3.1447 |
981
- | 2.9525 | 23.9610 | 46700 | 3.1391 |
982
- | 2.9525 | 23.9867 | 46750 | 3.1274 |
983
- | 2.9525 | 24.0123 | 46800 | 3.1484 |
984
- | 2.9525 | 24.0380 | 46850 | 3.1125 |
985
- | 2.9525 | 24.0636 | 46900 | 3.1529 |
986
- | 2.9525 | 24.0893 | 46950 | 3.1246 |
987
- | 2.9583 | 24.1149 | 47000 | 3.1368 |
988
- | 2.9583 | 24.1406 | 47050 | 3.1219 |
989
- | 2.9583 | 24.1662 | 47100 | 3.1226 |
990
- | 2.9583 | 24.1919 | 47150 | 3.1218 |
991
- | 2.9583 | 24.2175 | 47200 | 3.1237 |
992
- | 2.9583 | 24.2432 | 47250 | 3.1150 |
993
- | 2.9583 | 24.2689 | 47300 | 3.1026 |
994
- | 2.9583 | 24.2945 | 47350 | 3.1051 |
995
- | 2.9583 | 24.3202 | 47400 | 3.0868 |
996
- | 2.9583 | 24.3458 | 47450 | 3.1176 |
997
- | 2.9595 | 24.3715 | 47500 | 3.1145 |
998
- | 2.9595 | 24.3971 | 47550 | 3.1066 |
999
- | 2.9595 | 24.4228 | 47600 | 3.1022 |
1000
- | 2.9595 | 24.4484 | 47650 | 3.1071 |
1001
- | 2.9595 | 24.4741 | 47700 | 3.1235 |
1002
- | 2.9595 | 24.4997 | 47750 | 3.1424 |
1003
- | 2.9595 | 24.5254 | 47800 | 3.0966 |
1004
- | 2.9595 | 24.5511 | 47850 | 3.1076 |
1005
- | 2.9595 | 24.5767 | 47900 | 3.1004 |
1006
- | 2.9595 | 24.6024 | 47950 | 3.1274 |
1007
- | 2.9398 | 24.6280 | 48000 | 3.1300 |
1008
- | 2.9398 | 24.6537 | 48050 | 3.1008 |
1009
- | 2.9398 | 24.6793 | 48100 | 3.1288 |
1010
- | 2.9398 | 24.7050 | 48150 | 3.1192 |
1011
- | 2.9398 | 24.7306 | 48200 | 3.0857 |
1012
- | 2.9398 | 24.7563 | 48250 | 3.1112 |
1013
- | 2.9398 | 24.7819 | 48300 | 3.1182 |
1014
- | 2.9398 | 24.8076 | 48350 | 3.1186 |
1015
- | 2.9398 | 24.8332 | 48400 | 3.1231 |
1016
- | 2.9398 | 24.8589 | 48450 | 3.1022 |
1017
- | 2.9492 | 24.8846 | 48500 | 3.1040 |
1018
- | 2.9492 | 24.9102 | 48550 | 3.0946 |
1019
- | 2.9492 | 24.9359 | 48600 | 3.1211 |
1020
- | 2.9492 | 24.9615 | 48650 | 3.0961 |
1021
- | 2.9492 | 24.9872 | 48700 | 3.0934 |
1022
- | 2.9492 | 25.0128 | 48750 | 3.0973 |
1023
- | 2.9492 | 25.0385 | 48800 | 3.1153 |
1024
- | 2.9492 | 25.0641 | 48850 | 3.0953 |
1025
- | 2.9492 | 25.0898 | 48900 | 3.0990 |
1026
- | 2.9492 | 25.1154 | 48950 | 3.0981 |
1027
- | 2.9109 | 25.1411 | 49000 | 3.1154 |
1028
- | 2.9109 | 25.1668 | 49050 | 3.0923 |
1029
- | 2.9109 | 25.1924 | 49100 | 3.0971 |
1030
- | 2.9109 | 25.2181 | 49150 | 3.1193 |
1031
- | 2.9109 | 25.2437 | 49200 | 3.1004 |
1032
- | 2.9109 | 25.2694 | 49250 | 3.0921 |
1033
- | 2.9109 | 25.2950 | 49300 | 3.0951 |
1034
- | 2.9109 | 25.3207 | 49350 | 3.0921 |
1035
- | 2.9109 | 25.3463 | 49400 | 3.0809 |
1036
- | 2.9109 | 25.3720 | 49450 | 3.1005 |
1037
- | 2.9044 | 25.3976 | 49500 | 3.1095 |
1038
- | 2.9044 | 25.4233 | 49550 | 3.0997 |
1039
- | 2.9044 | 25.4489 | 49600 | 3.1156 |
1040
- | 2.9044 | 25.4746 | 49650 | 3.1177 |
1041
- | 2.9044 | 25.5003 | 49700 | 3.0994 |
1042
- | 2.9044 | 25.5259 | 49750 | 3.1223 |
1043
- | 2.9044 | 25.5516 | 49800 | 3.1087 |
1044
- | 2.9044 | 25.5772 | 49850 | 3.0815 |
1045
- | 2.9044 | 25.6029 | 49900 | 3.1102 |
1046
- | 2.9044 | 25.6285 | 49950 | 3.0964 |
1047
- | 2.9386 | 25.6542 | 50000 | 3.0963 |
1048
- | 2.9386 | 25.6798 | 50050 | 3.0766 |
1049
- | 2.9386 | 25.7055 | 50100 | 3.1072 |
1050
- | 2.9386 | 25.7311 | 50150 | 3.0691 |
1051
- | 2.9386 | 25.7568 | 50200 | 3.0978 |
1052
- | 2.9386 | 25.7825 | 50250 | 3.0975 |
1053
- | 2.9386 | 25.8081 | 50300 | 3.0874 |
1054
- | 2.9386 | 25.8338 | 50350 | 3.0951 |
1055
- | 2.9386 | 25.8594 | 50400 | 3.0698 |
1056
- | 2.9386 | 25.8851 | 50450 | 3.0968 |
1057
- | 2.9207 | 25.9107 | 50500 | 3.1203 |
1058
- | 2.9207 | 25.9364 | 50550 | 3.0876 |
1059
- | 2.9207 | 25.9620 | 50600 | 3.0920 |
1060
- | 2.9207 | 25.9877 | 50650 | 3.0824 |
1061
- | 2.9207 | 26.0133 | 50700 | 3.1008 |
1062
- | 2.9207 | 26.0390 | 50750 | 3.0690 |
1063
- | 2.9207 | 26.0646 | 50800 | 3.0549 |
1064
- | 2.9207 | 26.0903 | 50850 | 3.0766 |
1065
- | 2.9207 | 26.1160 | 50900 | 3.0857 |
1066
- | 2.9207 | 26.1416 | 50950 | 3.0554 |
1067
- | 2.8996 | 26.1673 | 51000 | 3.0744 |
1068
- | 2.8996 | 26.1929 | 51050 | 3.0973 |
1069
- | 2.8996 | 26.2186 | 51100 | 3.0712 |
1070
- | 2.8996 | 26.2442 | 51150 | 3.0559 |
1071
- | 2.8996 | 26.2699 | 51200 | 3.0719 |
1072
- | 2.8996 | 26.2955 | 51250 | 3.1061 |
1073
- | 2.8996 | 26.3212 | 51300 | 3.0635 |
1074
- | 2.8996 | 26.3468 | 51350 | 3.1019 |
1075
- | 2.8996 | 26.3725 | 51400 | 3.0975 |
1076
- | 2.8996 | 26.3982 | 51450 | 3.1047 |
1077
- | 2.8879 | 26.4238 | 51500 | 3.0929 |
1078
- | 2.8879 | 26.4495 | 51550 | 3.0812 |
1079
- | 2.8879 | 26.4751 | 51600 | 3.0606 |
1080
- | 2.8879 | 26.5008 | 51650 | 3.0764 |
1081
- | 2.8879 | 26.5264 | 51700 | 3.0806 |
1082
- | 2.8879 | 26.5521 | 51750 | 3.0813 |
1083
- | 2.8879 | 26.5777 | 51800 | 3.0973 |
1084
- | 2.8879 | 26.6034 | 51850 | 3.0908 |
1085
- | 2.8879 | 26.6290 | 51900 | 3.0795 |
1086
- | 2.8879 | 26.6547 | 51950 | 3.0733 |
1087
- | 2.8823 | 26.6803 | 52000 | 3.0691 |
1088
- | 2.8823 | 26.7060 | 52050 | 3.0969 |
1089
- | 2.8823 | 26.7317 | 52100 | 3.0711 |
1090
- | 2.8823 | 26.7573 | 52150 | 3.0534 |
1091
- | 2.8823 | 26.7830 | 52200 | 3.0846 |
1092
- | 2.8823 | 26.8086 | 52250 | 3.0769 |
1093
- | 2.8823 | 26.8343 | 52300 | 3.0727 |
1094
- | 2.8823 | 26.8599 | 52350 | 3.1002 |
1095
- | 2.8823 | 26.8856 | 52400 | 3.0556 |
1096
- | 2.8823 | 26.9112 | 52450 | 3.0746 |
1097
- | 2.8981 | 26.9369 | 52500 | 3.1056 |
1098
- | 2.8981 | 26.9625 | 52550 | 3.0678 |
1099
- | 2.8981 | 26.9882 | 52600 | 3.0803 |
1100
- | 2.8981 | 27.0139 | 52650 | 3.0862 |
1101
- | 2.8981 | 27.0395 | 52700 | 3.0792 |
1102
- | 2.8981 | 27.0652 | 52750 | 3.0572 |
1103
- | 2.8981 | 27.0908 | 52800 | 3.0733 |
1104
- | 2.8981 | 27.1165 | 52850 | 3.0766 |
1105
- | 2.8981 | 27.1421 | 52900 | 3.0726 |
1106
- | 2.8981 | 27.1678 | 52950 | 3.0622 |
1107
- | 2.9144 | 27.1934 | 53000 | 3.0949 |
1108
- | 2.9144 | 27.2191 | 53050 | 3.0745 |
1109
- | 2.9144 | 27.2447 | 53100 | 3.0913 |
1110
- | 2.9144 | 27.2704 | 53150 | 3.0832 |
1111
- | 2.9144 | 27.2960 | 53200 | 3.0666 |
1112
- | 2.9144 | 27.3217 | 53250 | 3.0548 |
1113
- | 2.9144 | 27.3474 | 53300 | 3.0500 |
1114
- | 2.9144 | 27.3730 | 53350 | 3.0686 |
1115
- | 2.9144 | 27.3987 | 53400 | 3.0622 |
1116
- | 2.9144 | 27.4243 | 53450 | 3.0715 |
1117
- | 2.8876 | 27.4500 | 53500 | 3.0343 |
1118
- | 2.8876 | 27.4756 | 53550 | 3.0440 |
1119
- | 2.8876 | 27.5013 | 53600 | 3.0504 |
1120
- | 2.8876 | 27.5269 | 53650 | 3.0678 |
1121
- | 2.8876 | 27.5526 | 53700 | 3.0816 |
1122
- | 2.8876 | 27.5782 | 53750 | 3.0647 |
1123
- | 2.8876 | 27.6039 | 53800 | 3.0892 |
1124
- | 2.8876 | 27.6296 | 53850 | 3.0557 |
1125
- | 2.8876 | 27.6552 | 53900 | 3.0760 |
1126
- | 2.8876 | 27.6809 | 53950 | 3.0538 |
1127
- | 2.8811 | 27.7065 | 54000 | 3.0645 |
1128
- | 2.8811 | 27.7322 | 54050 | 3.0714 |
1129
- | 2.8811 | 27.7578 | 54100 | 3.0574 |
1130
- | 2.8811 | 27.7835 | 54150 | 3.0732 |
1131
- | 2.8811 | 27.8091 | 54200 | 3.0598 |
1132
- | 2.8811 | 27.8348 | 54250 | 3.0205 |
1133
- | 2.8811 | 27.8604 | 54300 | 3.0445 |
1134
- | 2.8811 | 27.8861 | 54350 | 3.0520 |
1135
- | 2.8811 | 27.9117 | 54400 | 3.0591 |
1136
- | 2.8811 | 27.9374 | 54450 | 3.0681 |
1137
- | 2.8846 | 27.9631 | 54500 | 3.0498 |
1138
- | 2.8846 | 27.9887 | 54550 | 3.0809 |
1139
- | 2.8846 | 28.0144 | 54600 | 3.0765 |
1140
- | 2.8846 | 28.0400 | 54650 | 3.0691 |
1141
- | 2.8846 | 28.0657 | 54700 | 3.0273 |
1142
- | 2.8846 | 28.0913 | 54750 | 3.0622 |
1143
- | 2.8846 | 28.1170 | 54800 | 3.0875 |
1144
- | 2.8846 | 28.1426 | 54850 | 3.0645 |
1145
- | 2.8846 | 28.1683 | 54900 | 3.0547 |
1146
- | 2.8846 | 28.1939 | 54950 | 3.0793 |
1147
- | 2.8611 | 28.2196 | 55000 | 3.0758 |
1148
- | 2.8611 | 28.2453 | 55050 | 3.0447 |
1149
- | 2.8611 | 28.2709 | 55100 | 3.0476 |
1150
- | 2.8611 | 28.2966 | 55150 | 3.0728 |
1151
- | 2.8611 | 28.3222 | 55200 | 3.0587 |
1152
- | 2.8611 | 28.3479 | 55250 | 3.0589 |
1153
- | 2.8611 | 28.3735 | 55300 | 3.0730 |
1154
- | 2.8611 | 28.3992 | 55350 | 3.0666 |
1155
- | 2.8611 | 28.4248 | 55400 | 3.0577 |
1156
- | 2.8611 | 28.4505 | 55450 | 3.0740 |
1157
- | 2.8691 | 28.4761 | 55500 | 3.0609 |
1158
- | 2.8691 | 28.5018 | 55550 | 3.0642 |
1159
- | 2.8691 | 28.5274 | 55600 | 3.0418 |
1160
- | 2.8691 | 28.5531 | 55650 | 3.0489 |
1161
- | 2.8691 | 28.5788 | 55700 | 3.0673 |
1162
- | 2.8691 | 28.6044 | 55750 | 3.0250 |
1163
- | 2.8691 | 28.6301 | 55800 | 3.0610 |
1164
- | 2.8691 | 28.6557 | 55850 | 3.0672 |
1165
- | 2.8691 | 28.6814 | 55900 | 3.0505 |
1166
- | 2.8691 | 28.7070 | 55950 | 3.0493 |
1167
- | 2.8808 | 28.7327 | 56000 | 3.0744 |
1168
- | 2.8808 | 28.7583 | 56050 | 3.0198 |
1169
- | 2.8808 | 28.7840 | 56100 | 3.0409 |
1170
- | 2.8808 | 28.8096 | 56150 | 3.0392 |
1171
- | 2.8808 | 28.8353 | 56200 | 3.0743 |
1172
- | 2.8808 | 28.8610 | 56250 | 3.0449 |
1173
- | 2.8808 | 28.8866 | 56300 | 3.0678 |
1174
- | 2.8808 | 28.9123 | 56350 | 3.0617 |
1175
- | 2.8808 | 28.9379 | 56400 | 3.0621 |
1176
- | 2.8808 | 28.9636 | 56450 | 3.0441 |
1177
- | 2.8699 | 28.9892 | 56500 | 3.0626 |
1178
- | 2.8699 | 29.0149 | 56550 | 3.0573 |
1179
- | 2.8699 | 29.0405 | 56600 | 3.0631 |
1180
- | 2.8699 | 29.0662 | 56650 | 3.0659 |
1181
- | 2.8699 | 29.0918 | 56700 | 3.0617 |
1182
- | 2.8699 | 29.1175 | 56750 | 3.0611 |
1183
- | 2.8699 | 29.1432 | 56800 | 3.0396 |
1184
- | 2.8699 | 29.1688 | 56850 | 3.0394 |
1185
- | 2.8699 | 29.1945 | 56900 | 3.0571 |
1186
- | 2.8699 | 29.2201 | 56950 | 3.0737 |
1187
- | 2.8668 | 29.2458 | 57000 | 3.0392 |
1188
- | 2.8668 | 29.2714 | 57050 | 3.0400 |
1189
- | 2.8668 | 29.2971 | 57100 | 3.0270 |
1190
- | 2.8668 | 29.3227 | 57150 | 3.0405 |
1191
- | 2.8668 | 29.3484 | 57200 | 3.0590 |
1192
- | 2.8668 | 29.3740 | 57250 | 3.0627 |
1193
- | 2.8668 | 29.3997 | 57300 | 3.0795 |
1194
- | 2.8668 | 29.4253 | 57350 | 3.0542 |
1195
- | 2.8668 | 29.4510 | 57400 | 3.0360 |
1196
- | 2.8668 | 29.4767 | 57450 | 3.0478 |
1197
- | 2.8395 | 29.5023 | 57500 | 3.0300 |
1198
- | 2.8395 | 29.5280 | 57550 | 3.0504 |
1199
- | 2.8395 | 29.5536 | 57600 | 3.0126 |
1200
- | 2.8395 | 29.5793 | 57650 | 3.0573 |
1201
- | 2.8395 | 29.6049 | 57700 | 3.0171 |
1202
- | 2.8395 | 29.6306 | 57750 | 3.0349 |
1203
- | 2.8395 | 29.6562 | 57800 | 3.0505 |
1204
- | 2.8395 | 29.6819 | 57850 | 3.0465 |
1205
- | 2.8395 | 29.7075 | 57900 | 3.0407 |
1206
- | 2.8395 | 29.7332 | 57950 | 3.0689 |
1207
- | 2.882 | 29.7589 | 58000 | 3.0554 |
1208
- | 2.882 | 29.7845 | 58050 | 3.0855 |
1209
- | 2.882 | 29.8102 | 58100 | 3.0421 |
1210
- | 2.882 | 29.8358 | 58150 | 3.0206 |
1211
- | 2.882 | 29.8615 | 58200 | 3.0451 |
1212
- | 2.882 | 29.8871 | 58250 | 3.0457 |
1213
- | 2.882 | 29.9128 | 58300 | 3.0682 |
1214
- | 2.882 | 29.9384 | 58350 | 3.0511 |
1215
- | 2.882 | 29.9641 | 58400 | 3.0316 |
1216
- | 2.882 | 29.9897 | 58450 | 3.0310 |
1217
 
1218
 
1219
  ### Framework versions
 
1
  ---
2
  library_name: transformers
3
+ license: cc-by-4.0
4
+ base_model: pborchert/BusinessBERT
5
  tags:
6
  - generated_from_trainer
7
  model-index:
8
+ - name: bottleneckBERTsmall
9
  results: []
10
  ---
11
 
12
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
  should probably proofread and complete it, then remove this comment. -->
14
 
15
+ # bottleneckBERTsmall
16
 
17
+ This model is a fine-tuned version of [pborchert/BusinessBERT](https://huggingface.co/pborchert/BusinessBERT) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 2.2366
20
 
21
  ## Model description
22
 
 
41
  - seed: 42
42
  - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
43
  - lr_scheduler_type: linear
44
+ - lr_scheduler_warmup_steps: 500
45
+ - num_epochs: 5
46
 
47
  ### Training results
48
 
49
+ | Training Loss | Epoch | Step | Validation Loss |
50
+ |:-------------:|:------:|:----:|:---------------:|
51
+ | 3.0373 | 0.2565 | 500 | 2.8721 |
52
+ | 2.9211 | 0.5131 | 1000 | 2.7851 |
53
+ | 2.8562 | 0.7696 | 1500 | 2.6988 |
54
+ | 2.6908 | 1.0262 | 2000 | 2.6324 |
55
+ | 2.6446 | 1.2827 | 2500 | 2.5663 |
56
+ | 2.6452 | 1.5393 | 3000 | 2.5348 |
57
+ | 2.5931 | 1.7958 | 3500 | 2.4756 |
58
+ | 2.5241 | 2.0523 | 4000 | 2.4865 |
59
+ | 2.4826 | 2.3089 | 4500 | 2.4326 |
60
+ | 2.4639 | 2.5654 | 5000 | 2.4269 |
61
+ | 2.4046 | 2.8220 | 5500 | 2.3856 |
62
+ | 2.3768 | 3.0785 | 6000 | 2.3570 |
63
+ | 2.3793 | 3.3350 | 6500 | 2.3415 |
64
+ | 2.4273 | 3.5916 | 7000 | 2.3277 |
65
+ | 2.3792 | 3.8481 | 7500 | 2.2969 |
66
+ | 2.324 | 4.1047 | 8000 | 2.2780 |
67
+ | 2.2997 | 4.3612 | 8500 | 2.2658 |
68
+ | 2.2756 | 4.6178 | 9000 | 2.2601 |
69
+ | 2.2141 | 4.8743 | 9500 | 2.2366 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
70
 
71
 
72
  ### Framework versions
config.json CHANGED
@@ -1,4 +1,5 @@
1
  {
 
2
  "architectures": [
3
  "BertForMaskedLM"
4
  ],
@@ -20,5 +21,5 @@
20
  "transformers_version": "4.49.0.dev0",
21
  "type_vocab_size": 2,
22
  "use_cache": true,
23
- "vocab_size": 50000
24
  }
 
1
  {
2
+ "_name_or_path": "pborchert/BusinessBERT",
3
  "architectures": [
4
  "BertForMaskedLM"
5
  ],
 
21
  "transformers_version": "4.49.0.dev0",
22
  "type_vocab_size": 2,
23
  "use_cache": true,
24
+ "vocab_size": 29389
25
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
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