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madhav-devrev
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flan-t5-small-work-filters

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t5
text2text-generation
Generated from Trainer
text-generation-inference
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End of training

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  1. README.md +13 -516
  2. config.json +1 -1
  3. logs/1683911877.0839984/events.out.tfevents.1683911877.f497408e2817.1150.1 +3 -0
  4. logs/1683912322.6102328/events.out.tfevents.1683912322.f497408e2817.1150.3 +3 -0
  5. logs/1683912366.8514025/events.out.tfevents.1683912366.f497408e2817.1150.5 +3 -0
  6. logs/1683914055.3504431/events.out.tfevents.1683914055.f497408e2817.1150.7 +3 -0
  7. logs/1683914232.52338/events.out.tfevents.1683914232.f497408e2817.1150.9 +3 -0
  8. logs/events.out.tfevents.1683911877.f497408e2817.1150.0 +3 -0
  9. logs/events.out.tfevents.1683912322.f497408e2817.1150.2 +3 -0
  10. logs/events.out.tfevents.1683912366.f497408e2817.1150.4 +3 -0
  11. logs/events.out.tfevents.1683914055.f497408e2817.1150.6 +3 -0
  12. logs/events.out.tfevents.1683914232.f497408e2817.1150.8 +3 -0
  13. pytorch_model.bin +2 -2
  14. tokenizer.json +20 -2
  15. training_args.bin +1 -1
README.md CHANGED
@@ -2,8 +2,6 @@
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  license: apache-2.0
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  tags:
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  - generated_from_trainer
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- metrics:
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- - rouge
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  model-index:
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  - name: flan-t5-small-work-filters
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  results: []
@@ -16,12 +14,17 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0005
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- - Rouge1: 51.7367
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- - Rouge2: 45.2608
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- - Rougel: 51.7218
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- - Rougelsum: 51.7884
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- - Gen Len: 18.8
 
 
 
 
 
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  ## Model description
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@@ -40,519 +43,13 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 5e-05
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  - train_batch_size: 8
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  - eval_batch_size: 8
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - num_epochs: 500
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-
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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- | No log | 1.0 | 8 | 0.0303 | 50.2293 | 42.4227 | 49.9556 | 50.0351 | 18.8 |
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- | No log | 2.0 | 16 | 0.0286 | 50.5307 | 42.513 | 50.0109 | 50.1124 | 18.8 |
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- | No log | 3.0 | 24 | 0.0254 | 50.0612 | 42.0452 | 49.5935 | 49.6395 | 18.8 |
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- | No log | 4.0 | 32 | 0.0242 | 50.349 | 42.3808 | 50.1342 | 50.2676 | 18.8 |
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- | No log | 5.0 | 40 | 0.0232 | 50.349 | 42.3808 | 50.1342 | 50.2676 | 18.8 |
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- | No log | 6.0 | 48 | 0.0214 | 50.349 | 42.3808 | 50.1342 | 50.2676 | 18.8 |
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- | No log | 7.0 | 56 | 0.0195 | 50.349 | 42.3808 | 50.1342 | 50.2676 | 18.8 |
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- | No log | 8.0 | 64 | 0.0192 | 49.5926 | 41.3613 | 49.315 | 49.3339 | 18.8 |
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- | No log | 9.0 | 72 | 0.0177 | 50.2558 | 42.2784 | 50.019 | 50.1196 | 18.8 |
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- | No log | 10.0 | 80 | 0.0152 | 51.3768 | 44.2025 | 51.2611 | 51.4413 | 18.8 |
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- | No log | 11.0 | 88 | 0.0148 | 51.3768 | 44.2025 | 51.2611 | 51.4413 | 18.8 |
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- | No log | 12.0 | 96 | 0.0148 | 51.3768 | 44.2025 | 50.9622 | 51.0848 | 18.8 |
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- | 0.097 | 13.0 | 104 | 0.0135 | 51.5064 | 44.1765 | 51.3562 | 51.5861 | 18.8 |
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- | 0.097 | 14.0 | 112 | 0.0128 | 51.1543 | 43.2256 | 51.0573 | 51.1827 | 18.8 |
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- | 0.097 | 15.0 | 120 | 0.0114 | 51.5467 | 44.6123 | 51.4296 | 51.4914 | 18.8 |
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- | 0.097 | 16.0 | 128 | 0.0110 | 51.7367 | 44.825 | 51.7218 | 51.7884 | 18.8 |
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- | 0.097 | 17.0 | 136 | 0.0095 | 51.3768 | 44.3643 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 18.0 | 144 | 0.0086 | 51.3768 | 44.3643 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 19.0 | 152 | 0.0076 | 51.7367 | 44.9759 | 51.7218 | 51.7884 | 18.8 |
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- | 0.097 | 20.0 | 160 | 0.0080 | 51.3768 | 44.5011 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 21.0 | 168 | 0.0080 | 51.3768 | 44.3643 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 22.0 | 176 | 0.0079 | 51.3768 | 44.3643 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 23.0 | 184 | 0.0070 | 51.3768 | 44.3643 | 51.2611 | 51.4413 | 18.8 |
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- | 0.097 | 24.0 | 192 | 0.0064 | 51.3768 | 44.6836 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 25.0 | 200 | 0.0062 | 51.3768 | 44.5303 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 26.0 | 208 | 0.0064 | 51.3768 | 44.6836 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 27.0 | 216 | 0.0059 | 51.3768 | 44.6836 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 28.0 | 224 | 0.0050 | 51.3768 | 44.6836 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 29.0 | 232 | 0.0045 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 30.0 | 240 | 0.0045 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 31.0 | 248 | 0.0040 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 32.0 | 256 | 0.0040 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 33.0 | 264 | 0.0038 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.066 | 34.0 | 272 | 0.0032 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.066 | 35.0 | 280 | 0.0031 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.066 | 36.0 | 288 | 0.0028 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.066 | 37.0 | 296 | 0.0026 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 38.0 | 304 | 0.0030 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 39.0 | 312 | 0.0039 | 51.3768 | 44.7946 | 51.2611 | 51.4413 | 18.8 |
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- | 0.046 | 40.0 | 320 | 0.0027 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 41.0 | 328 | 0.0023 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 42.0 | 336 | 0.0023 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 43.0 | 344 | 0.0035 | 51.593 | 44.8037 | 51.4338 | 51.6068 | 18.8 |
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- | 0.046 | 44.0 | 352 | 0.0028 | 51.593 | 44.9511 | 51.4338 | 51.6068 | 18.8 |
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- | 0.046 | 45.0 | 360 | 0.0019 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 46.0 | 368 | 0.0018 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 47.0 | 376 | 0.0020 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 48.0 | 384 | 0.0018 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.046 | 49.0 | 392 | 0.0020 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 50.0 | 400 | 0.0016 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 51.0 | 408 | 0.0014 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 52.0 | 416 | 0.0014 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 53.0 | 424 | 0.0014 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 54.0 | 432 | 0.0015 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 55.0 | 440 | 0.0016 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 56.0 | 448 | 0.0014 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 57.0 | 456 | 0.0014 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 58.0 | 464 | 0.0012 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 59.0 | 472 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 60.0 | 480 | 0.0012 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 61.0 | 488 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.035 | 62.0 | 496 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 63.0 | 504 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 64.0 | 512 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 65.0 | 520 | 0.0012 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 66.0 | 528 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 67.0 | 536 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 68.0 | 544 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 69.0 | 552 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 70.0 | 560 | 0.0011 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 71.0 | 568 | 0.0010 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 72.0 | 576 | 0.0009 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 73.0 | 584 | 0.0009 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0297 | 74.0 | 592 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 75.0 | 600 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 76.0 | 608 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 77.0 | 616 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 78.0 | 624 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 79.0 | 632 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 80.0 | 640 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 81.0 | 648 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 82.0 | 656 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 83.0 | 664 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 84.0 | 672 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 85.0 | 680 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 86.0 | 688 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0247 | 87.0 | 696 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 88.0 | 704 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 89.0 | 712 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 90.0 | 720 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 91.0 | 728 | 0.0009 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 92.0 | 736 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 93.0 | 744 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 94.0 | 752 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 95.0 | 760 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 96.0 | 768 | 0.0009 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 97.0 | 776 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 98.0 | 784 | 0.0008 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.022 | 99.0 | 792 | 0.0007 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 100.0 | 800 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 101.0 | 808 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 102.0 | 816 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 103.0 | 824 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 104.0 | 832 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 105.0 | 840 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 106.0 | 848 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 107.0 | 856 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 108.0 | 864 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 109.0 | 872 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 110.0 | 880 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 111.0 | 888 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0222 | 112.0 | 896 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 113.0 | 904 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 114.0 | 912 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 115.0 | 920 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 116.0 | 928 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 117.0 | 936 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 118.0 | 944 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 119.0 | 952 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 120.0 | 960 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 121.0 | 968 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 122.0 | 976 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 123.0 | 984 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0179 | 124.0 | 992 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 125.0 | 1000 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 126.0 | 1008 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 127.0 | 1016 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 128.0 | 1024 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 129.0 | 1032 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 130.0 | 1040 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 131.0 | 1048 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 132.0 | 1056 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 133.0 | 1064 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 134.0 | 1072 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 135.0 | 1080 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 136.0 | 1088 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0163 | 137.0 | 1096 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 138.0 | 1104 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 139.0 | 1112 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 140.0 | 1120 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 141.0 | 1128 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 142.0 | 1136 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 143.0 | 1144 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 144.0 | 1152 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 145.0 | 1160 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 146.0 | 1168 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 147.0 | 1176 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 148.0 | 1184 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0159 | 149.0 | 1192 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0116 | 150.0 | 1200 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0116 | 151.0 | 1208 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
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- | 0.0116 | 152.0 | 1216 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
207
- | 0.0116 | 153.0 | 1224 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
208
- | 0.0116 | 154.0 | 1232 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
209
- | 0.0116 | 155.0 | 1240 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
210
- | 0.0116 | 156.0 | 1248 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
211
- | 0.0116 | 157.0 | 1256 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
212
- | 0.0116 | 158.0 | 1264 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
213
- | 0.0116 | 159.0 | 1272 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
214
- | 0.0116 | 160.0 | 1280 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
215
- | 0.0116 | 161.0 | 1288 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
216
- | 0.0116 | 162.0 | 1296 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
217
- | 0.0114 | 163.0 | 1304 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
218
- | 0.0114 | 164.0 | 1312 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
219
- | 0.0114 | 165.0 | 1320 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
220
- | 0.0114 | 166.0 | 1328 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
221
- | 0.0114 | 167.0 | 1336 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
222
- | 0.0114 | 168.0 | 1344 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
223
- | 0.0114 | 169.0 | 1352 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
224
- | 0.0114 | 170.0 | 1360 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
225
- | 0.0114 | 171.0 | 1368 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
226
- | 0.0114 | 172.0 | 1376 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
227
- | 0.0114 | 173.0 | 1384 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
228
- | 0.0114 | 174.0 | 1392 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
229
- | 0.0102 | 175.0 | 1400 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
230
- | 0.0102 | 176.0 | 1408 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
231
- | 0.0102 | 177.0 | 1416 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
232
- | 0.0102 | 178.0 | 1424 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
233
- | 0.0102 | 179.0 | 1432 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
234
- | 0.0102 | 180.0 | 1440 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
235
- | 0.0102 | 181.0 | 1448 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
236
- | 0.0102 | 182.0 | 1456 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
237
- | 0.0102 | 183.0 | 1464 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
238
- | 0.0102 | 184.0 | 1472 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
239
- | 0.0102 | 185.0 | 1480 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
240
- | 0.0102 | 186.0 | 1488 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
241
- | 0.0102 | 187.0 | 1496 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
242
- | 0.0088 | 188.0 | 1504 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
243
- | 0.0088 | 189.0 | 1512 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
244
- | 0.0088 | 190.0 | 1520 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
245
- | 0.0088 | 191.0 | 1528 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
246
- | 0.0088 | 192.0 | 1536 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
247
- | 0.0088 | 193.0 | 1544 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
248
- | 0.0088 | 194.0 | 1552 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
249
- | 0.0088 | 195.0 | 1560 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
250
- | 0.0088 | 196.0 | 1568 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
251
- | 0.0088 | 197.0 | 1576 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
252
- | 0.0088 | 198.0 | 1584 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
253
- | 0.0088 | 199.0 | 1592 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
254
- | 0.0101 | 200.0 | 1600 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
255
- | 0.0101 | 201.0 | 1608 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
256
- | 0.0101 | 202.0 | 1616 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
257
- | 0.0101 | 203.0 | 1624 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
258
- | 0.0101 | 204.0 | 1632 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
259
- | 0.0101 | 205.0 | 1640 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
260
- | 0.0101 | 206.0 | 1648 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
261
- | 0.0101 | 207.0 | 1656 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
262
- | 0.0101 | 208.0 | 1664 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
263
- | 0.0101 | 209.0 | 1672 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
264
- | 0.0101 | 210.0 | 1680 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
265
- | 0.0101 | 211.0 | 1688 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
266
- | 0.0101 | 212.0 | 1696 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
267
- | 0.0078 | 213.0 | 1704 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
268
- | 0.0078 | 214.0 | 1712 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
269
- | 0.0078 | 215.0 | 1720 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
270
- | 0.0078 | 216.0 | 1728 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
271
- | 0.0078 | 217.0 | 1736 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
272
- | 0.0078 | 218.0 | 1744 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
273
- | 0.0078 | 219.0 | 1752 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
274
- | 0.0078 | 220.0 | 1760 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
275
- | 0.0078 | 221.0 | 1768 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
276
- | 0.0078 | 222.0 | 1776 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
277
- | 0.0078 | 223.0 | 1784 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
278
- | 0.0078 | 224.0 | 1792 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
279
- | 0.0082 | 225.0 | 1800 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
280
- | 0.0082 | 226.0 | 1808 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
281
- | 0.0082 | 227.0 | 1816 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
282
- | 0.0082 | 228.0 | 1824 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
283
- | 0.0082 | 229.0 | 1832 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
284
- | 0.0082 | 230.0 | 1840 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
285
- | 0.0082 | 231.0 | 1848 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
286
- | 0.0082 | 232.0 | 1856 | 0.0006 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
287
- | 0.0082 | 233.0 | 1864 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
288
- | 0.0082 | 234.0 | 1872 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
289
- | 0.0082 | 235.0 | 1880 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
290
- | 0.0082 | 236.0 | 1888 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
291
- | 0.0082 | 237.0 | 1896 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
292
- | 0.0075 | 238.0 | 1904 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
293
- | 0.0075 | 239.0 | 1912 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
294
- | 0.0075 | 240.0 | 1920 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
295
- | 0.0075 | 241.0 | 1928 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
296
- | 0.0075 | 242.0 | 1936 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
297
- | 0.0075 | 243.0 | 1944 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
298
- | 0.0075 | 244.0 | 1952 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
299
- | 0.0075 | 245.0 | 1960 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
300
- | 0.0075 | 246.0 | 1968 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
301
- | 0.0075 | 247.0 | 1976 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
302
- | 0.0075 | 248.0 | 1984 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
303
- | 0.0075 | 249.0 | 1992 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
304
- | 0.0068 | 250.0 | 2000 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
305
- | 0.0068 | 251.0 | 2008 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
306
- | 0.0068 | 252.0 | 2016 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
307
- | 0.0068 | 253.0 | 2024 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
308
- | 0.0068 | 254.0 | 2032 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
309
- | 0.0068 | 255.0 | 2040 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
310
- | 0.0068 | 256.0 | 2048 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
311
- | 0.0068 | 257.0 | 2056 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
312
- | 0.0068 | 258.0 | 2064 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
313
- | 0.0068 | 259.0 | 2072 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
314
- | 0.0068 | 260.0 | 2080 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
315
- | 0.0068 | 261.0 | 2088 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
316
- | 0.0068 | 262.0 | 2096 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
317
- | 0.0069 | 263.0 | 2104 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
318
- | 0.0069 | 264.0 | 2112 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
319
- | 0.0069 | 265.0 | 2120 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
320
- | 0.0069 | 266.0 | 2128 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
321
- | 0.0069 | 267.0 | 2136 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
322
- | 0.0069 | 268.0 | 2144 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
323
- | 0.0069 | 269.0 | 2152 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
324
- | 0.0069 | 270.0 | 2160 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
325
- | 0.0069 | 271.0 | 2168 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
326
- | 0.0069 | 272.0 | 2176 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
327
- | 0.0069 | 273.0 | 2184 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
328
- | 0.0069 | 274.0 | 2192 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
329
- | 0.0069 | 275.0 | 2200 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
330
- | 0.0069 | 276.0 | 2208 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
331
- | 0.0069 | 277.0 | 2216 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
332
- | 0.0069 | 278.0 | 2224 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
333
- | 0.0069 | 279.0 | 2232 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
334
- | 0.0069 | 280.0 | 2240 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
335
- | 0.0069 | 281.0 | 2248 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
336
- | 0.0069 | 282.0 | 2256 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
337
- | 0.0069 | 283.0 | 2264 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
338
- | 0.0069 | 284.0 | 2272 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
339
- | 0.0069 | 285.0 | 2280 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
340
- | 0.0069 | 286.0 | 2288 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
341
- | 0.0069 | 287.0 | 2296 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
342
- | 0.0055 | 288.0 | 2304 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
343
- | 0.0055 | 289.0 | 2312 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
344
- | 0.0055 | 290.0 | 2320 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
345
- | 0.0055 | 291.0 | 2328 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
346
- | 0.0055 | 292.0 | 2336 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
347
- | 0.0055 | 293.0 | 2344 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
348
- | 0.0055 | 294.0 | 2352 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
349
- | 0.0055 | 295.0 | 2360 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
350
- | 0.0055 | 296.0 | 2368 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
351
- | 0.0055 | 297.0 | 2376 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
352
- | 0.0055 | 298.0 | 2384 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
353
- | 0.0055 | 299.0 | 2392 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
354
- | 0.0058 | 300.0 | 2400 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
355
- | 0.0058 | 301.0 | 2408 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
356
- | 0.0058 | 302.0 | 2416 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
357
- | 0.0058 | 303.0 | 2424 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
358
- | 0.0058 | 304.0 | 2432 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
359
- | 0.0058 | 305.0 | 2440 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
360
- | 0.0058 | 306.0 | 2448 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
361
- | 0.0058 | 307.0 | 2456 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
362
- | 0.0058 | 308.0 | 2464 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
363
- | 0.0058 | 309.0 | 2472 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
364
- | 0.0058 | 310.0 | 2480 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
365
- | 0.0058 | 311.0 | 2488 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
366
- | 0.0058 | 312.0 | 2496 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
367
- | 0.0054 | 313.0 | 2504 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
368
- | 0.0054 | 314.0 | 2512 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
369
- | 0.0054 | 315.0 | 2520 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
370
- | 0.0054 | 316.0 | 2528 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
371
- | 0.0054 | 317.0 | 2536 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
372
- | 0.0054 | 318.0 | 2544 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
373
- | 0.0054 | 319.0 | 2552 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
374
- | 0.0054 | 320.0 | 2560 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
375
- | 0.0054 | 321.0 | 2568 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
376
- | 0.0054 | 322.0 | 2576 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
377
- | 0.0054 | 323.0 | 2584 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
378
- | 0.0054 | 324.0 | 2592 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
379
- | 0.0051 | 325.0 | 2600 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
380
- | 0.0051 | 326.0 | 2608 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
381
- | 0.0051 | 327.0 | 2616 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
382
- | 0.0051 | 328.0 | 2624 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
383
- | 0.0051 | 329.0 | 2632 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
384
- | 0.0051 | 330.0 | 2640 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
385
- | 0.0051 | 331.0 | 2648 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
386
- | 0.0051 | 332.0 | 2656 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
387
- | 0.0051 | 333.0 | 2664 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
388
- | 0.0051 | 334.0 | 2672 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
389
- | 0.0051 | 335.0 | 2680 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
390
- | 0.0051 | 336.0 | 2688 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
391
- | 0.0051 | 337.0 | 2696 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
392
- | 0.0046 | 338.0 | 2704 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
393
- | 0.0046 | 339.0 | 2712 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
394
- | 0.0046 | 340.0 | 2720 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
395
- | 0.0046 | 341.0 | 2728 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
396
- | 0.0046 | 342.0 | 2736 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
397
- | 0.0046 | 343.0 | 2744 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
398
- | 0.0046 | 344.0 | 2752 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
399
- | 0.0046 | 345.0 | 2760 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
400
- | 0.0046 | 346.0 | 2768 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
401
- | 0.0046 | 347.0 | 2776 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
402
- | 0.0046 | 348.0 | 2784 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
403
- | 0.0046 | 349.0 | 2792 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
404
- | 0.0046 | 350.0 | 2800 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
405
- | 0.0046 | 351.0 | 2808 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
406
- | 0.0046 | 352.0 | 2816 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
407
- | 0.0046 | 353.0 | 2824 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
408
- | 0.0046 | 354.0 | 2832 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
409
- | 0.0046 | 355.0 | 2840 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
410
- | 0.0046 | 356.0 | 2848 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
411
- | 0.0046 | 357.0 | 2856 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
412
- | 0.0046 | 358.0 | 2864 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
413
- | 0.0046 | 359.0 | 2872 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
414
- | 0.0046 | 360.0 | 2880 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
415
- | 0.0046 | 361.0 | 2888 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
416
- | 0.0046 | 362.0 | 2896 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
417
- | 0.0041 | 363.0 | 2904 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
418
- | 0.0041 | 364.0 | 2912 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
419
- | 0.0041 | 365.0 | 2920 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
420
- | 0.0041 | 366.0 | 2928 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
421
- | 0.0041 | 367.0 | 2936 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
422
- | 0.0041 | 368.0 | 2944 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
423
- | 0.0041 | 369.0 | 2952 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
424
- | 0.0041 | 370.0 | 2960 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
425
- | 0.0041 | 371.0 | 2968 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
426
- | 0.0041 | 372.0 | 2976 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
427
- | 0.0041 | 373.0 | 2984 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
428
- | 0.0041 | 374.0 | 2992 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
429
- | 0.0038 | 375.0 | 3000 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
430
- | 0.0038 | 376.0 | 3008 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
431
- | 0.0038 | 377.0 | 3016 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
432
- | 0.0038 | 378.0 | 3024 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
433
- | 0.0038 | 379.0 | 3032 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
434
- | 0.0038 | 380.0 | 3040 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
435
- | 0.0038 | 381.0 | 3048 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
436
- | 0.0038 | 382.0 | 3056 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
437
- | 0.0038 | 383.0 | 3064 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
438
- | 0.0038 | 384.0 | 3072 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
439
- | 0.0038 | 385.0 | 3080 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
440
- | 0.0038 | 386.0 | 3088 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
441
- | 0.0038 | 387.0 | 3096 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
442
- | 0.0051 | 388.0 | 3104 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
443
- | 0.0051 | 389.0 | 3112 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
444
- | 0.0051 | 390.0 | 3120 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
445
- | 0.0051 | 391.0 | 3128 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
446
- | 0.0051 | 392.0 | 3136 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
447
- | 0.0051 | 393.0 | 3144 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
448
- | 0.0051 | 394.0 | 3152 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
449
- | 0.0051 | 395.0 | 3160 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
450
- | 0.0051 | 396.0 | 3168 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
451
- | 0.0051 | 397.0 | 3176 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
452
- | 0.0051 | 398.0 | 3184 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
453
- | 0.0051 | 399.0 | 3192 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
454
- | 0.0042 | 400.0 | 3200 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
455
- | 0.0042 | 401.0 | 3208 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
456
- | 0.0042 | 402.0 | 3216 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
457
- | 0.0042 | 403.0 | 3224 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
458
- | 0.0042 | 404.0 | 3232 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
459
- | 0.0042 | 405.0 | 3240 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
460
- | 0.0042 | 406.0 | 3248 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
461
- | 0.0042 | 407.0 | 3256 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
462
- | 0.0042 | 408.0 | 3264 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
463
- | 0.0042 | 409.0 | 3272 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
464
- | 0.0042 | 410.0 | 3280 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
465
- | 0.0042 | 411.0 | 3288 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
466
- | 0.0042 | 412.0 | 3296 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
467
- | 0.0036 | 413.0 | 3304 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
468
- | 0.0036 | 414.0 | 3312 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
469
- | 0.0036 | 415.0 | 3320 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
470
- | 0.0036 | 416.0 | 3328 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
471
- | 0.0036 | 417.0 | 3336 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
472
- | 0.0036 | 418.0 | 3344 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
473
- | 0.0036 | 419.0 | 3352 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
474
- | 0.0036 | 420.0 | 3360 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
475
- | 0.0036 | 421.0 | 3368 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
476
- | 0.0036 | 422.0 | 3376 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
477
- | 0.0036 | 423.0 | 3384 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
478
- | 0.0036 | 424.0 | 3392 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
479
- | 0.0035 | 425.0 | 3400 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
480
- | 0.0035 | 426.0 | 3408 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
481
- | 0.0035 | 427.0 | 3416 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
482
- | 0.0035 | 428.0 | 3424 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
483
- | 0.0035 | 429.0 | 3432 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
484
- | 0.0035 | 430.0 | 3440 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
485
- | 0.0035 | 431.0 | 3448 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
486
- | 0.0035 | 432.0 | 3456 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
487
- | 0.0035 | 433.0 | 3464 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
488
- | 0.0035 | 434.0 | 3472 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
489
- | 0.0035 | 435.0 | 3480 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
490
- | 0.0035 | 436.0 | 3488 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
491
- | 0.0035 | 437.0 | 3496 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
492
- | 0.004 | 438.0 | 3504 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
493
- | 0.004 | 439.0 | 3512 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
494
- | 0.004 | 440.0 | 3520 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
495
- | 0.004 | 441.0 | 3528 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
496
- | 0.004 | 442.0 | 3536 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
497
- | 0.004 | 443.0 | 3544 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
498
- | 0.004 | 444.0 | 3552 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
499
- | 0.004 | 445.0 | 3560 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
500
- | 0.004 | 446.0 | 3568 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
501
- | 0.004 | 447.0 | 3576 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
502
- | 0.004 | 448.0 | 3584 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
503
- | 0.004 | 449.0 | 3592 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
504
- | 0.0041 | 450.0 | 3600 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
505
- | 0.0041 | 451.0 | 3608 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
506
- | 0.0041 | 452.0 | 3616 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
507
- | 0.0041 | 453.0 | 3624 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
508
- | 0.0041 | 454.0 | 3632 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
509
- | 0.0041 | 455.0 | 3640 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
510
- | 0.0041 | 456.0 | 3648 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
511
- | 0.0041 | 457.0 | 3656 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
512
- | 0.0041 | 458.0 | 3664 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
513
- | 0.0041 | 459.0 | 3672 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
514
- | 0.0041 | 460.0 | 3680 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
515
- | 0.0041 | 461.0 | 3688 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
516
- | 0.0041 | 462.0 | 3696 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
517
- | 0.0031 | 463.0 | 3704 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
518
- | 0.0031 | 464.0 | 3712 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
519
- | 0.0031 | 465.0 | 3720 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
520
- | 0.0031 | 466.0 | 3728 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
521
- | 0.0031 | 467.0 | 3736 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
522
- | 0.0031 | 468.0 | 3744 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
523
- | 0.0031 | 469.0 | 3752 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
524
- | 0.0031 | 470.0 | 3760 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
525
- | 0.0031 | 471.0 | 3768 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
526
- | 0.0031 | 472.0 | 3776 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
527
- | 0.0031 | 473.0 | 3784 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
528
- | 0.0031 | 474.0 | 3792 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
529
- | 0.0036 | 475.0 | 3800 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
530
- | 0.0036 | 476.0 | 3808 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
531
- | 0.0036 | 477.0 | 3816 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
532
- | 0.0036 | 478.0 | 3824 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
533
- | 0.0036 | 479.0 | 3832 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
534
- | 0.0036 | 480.0 | 3840 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
535
- | 0.0036 | 481.0 | 3848 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
536
- | 0.0036 | 482.0 | 3856 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
537
- | 0.0036 | 483.0 | 3864 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
538
- | 0.0036 | 484.0 | 3872 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
539
- | 0.0036 | 485.0 | 3880 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
540
- | 0.0036 | 486.0 | 3888 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
541
- | 0.0036 | 487.0 | 3896 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
542
- | 0.0039 | 488.0 | 3904 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
543
- | 0.0039 | 489.0 | 3912 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
544
- | 0.0039 | 490.0 | 3920 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
545
- | 0.0039 | 491.0 | 3928 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
546
- | 0.0039 | 492.0 | 3936 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
547
- | 0.0039 | 493.0 | 3944 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
548
- | 0.0039 | 494.0 | 3952 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
549
- | 0.0039 | 495.0 | 3960 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
550
- | 0.0039 | 496.0 | 3968 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
551
- | 0.0039 | 497.0 | 3976 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
552
- | 0.0039 | 498.0 | 3984 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
553
- | 0.0039 | 499.0 | 3992 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
554
- | 0.0041 | 500.0 | 4000 | 0.0005 | 51.7367 | 45.2608 | 51.7218 | 51.7884 | 18.8 |
555
-
556
 
557
  ### Framework versions
558
 
 
2
  license: apache-2.0
3
  tags:
4
  - generated_from_trainer
 
 
5
  model-index:
6
  - name: flan-t5-small-work-filters
7
  results: []
 
14
 
15
  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
16
  It achieves the following results on the evaluation set:
17
+ - eval_loss: 0.0346
18
+ - eval_rouge1: 46.2714
19
+ - eval_rouge2: 36.488
20
+ - eval_rougeL: 45.9709
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+ - eval_rougeLsum: 45.9674
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+ - eval_gen_len: 18.9753
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+ - eval_runtime: 44.1148
24
+ - eval_samples_per_second: 23.87
25
+ - eval_steps_per_second: 2.992
26
+ - epoch: 5.0
27
+ - step: 660
28
 
29
  ## Model description
30
 
 
43
  ### Training hyperparameters
44
 
45
  The following hyperparameters were used during training:
46
+ - learning_rate: 2e-05
47
  - train_batch_size: 8
48
  - eval_batch_size: 8
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: linear
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+ - num_epochs: 50
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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