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README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
license: apache-2.0
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| 4 |
+
base_model: facebook/detr-resnet-50
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tags:
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| 6 |
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- generated_from_trainer
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| 7 |
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model-index:
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| 8 |
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- name: chickens-composite-403232323232-150-epochs-w-transform-metrics-test
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| 9 |
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results: []
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| 10 |
+
---
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| 11 |
+
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| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 13 |
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should probably proofread and complete it, then remove this comment. -->
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| 14 |
+
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| 15 |
+
# chickens-composite-403232323232-150-epochs-w-transform-metrics-test
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| 16 |
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| 17 |
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This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on the None dataset.
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| 18 |
+
It achieves the following results on the evaluation set:
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| 19 |
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- Loss: 0.2394
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| 20 |
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- Map: 0.8413
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| 21 |
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- Map 50: 0.9641
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| 22 |
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- Map 75: 0.9341
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| 23 |
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- Map Small: 0.3268
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| 24 |
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- Map Medium: 0.8408
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| 25 |
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- Map Large: 0.8507
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| 26 |
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- Mar 1: 0.3376
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| 27 |
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- Mar 10: 0.8711
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| 28 |
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- Mar 100: 0.8749
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| 29 |
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- Mar Small: 0.3947
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| 30 |
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- Mar Medium: 0.8792
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| 31 |
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- Mar Large: 0.881
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| 32 |
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- Map Chicken: 0.8309
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| 33 |
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- Mar 100 Chicken: 0.8738
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| 34 |
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- Map Duck: 0.7956
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| 35 |
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- Mar 100 Duck: 0.8294
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| 36 |
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- Map Plant: 0.8973
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| 37 |
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- Mar 100 Plant: 0.9215
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| 38 |
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| 39 |
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## Model description
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| 40 |
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| 41 |
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More information needed
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| 42 |
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| 43 |
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## Intended uses & limitations
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| 44 |
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| 45 |
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More information needed
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| 46 |
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| 47 |
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## Training and evaluation data
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| 48 |
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| 49 |
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More information needed
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| 50 |
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| 51 |
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## Training procedure
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| 52 |
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| 53 |
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### Training hyperparameters
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| 54 |
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| 55 |
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The following hyperparameters were used during training:
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| 56 |
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- learning_rate: 1e-05
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| 57 |
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- train_batch_size: 2
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| 58 |
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- eval_batch_size: 8
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| 59 |
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- seed: 42
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| 60 |
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 61 |
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- lr_scheduler_type: cosine
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| 62 |
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- num_epochs: 150
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| 63 |
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| 64 |
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### Training results
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| 65 |
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| 66 |
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| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Chicken | Mar 100 Chicken | Map Duck | Mar 100 Duck | Map Plant | Mar 100 Plant |
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| 67 |
+
|:-------------:|:-----:|:------:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:-----------:|:---------------:|:--------:|:------------:|:---------:|:-------------:|
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| 68 |
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| 1.1267 | 1.0 | 1000 | 1.2143 | 0.2128 | 0.3053 | 0.2462 | 0.0212 | 0.1247 | 0.2574 | 0.1042 | 0.3253 | 0.3593 | 0.0767 | 0.3264 | 0.3725 | 0.1029 | 0.3376 | 0.0023 | 0.0036 | 0.5333 | 0.7365 |
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| 69 |
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| 1.1423 | 2.0 | 2000 | 1.0583 | 0.2633 | 0.384 | 0.2877 | 0.0549 | 0.1816 | 0.2767 | 0.1024 | 0.3946 | 0.4425 | 0.13 | 0.4032 | 0.4552 | 0.1457 | 0.5795 | 0.0 | 0.0 | 0.6442 | 0.7479 |
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| 70 |
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| 0.9168 | 3.0 | 3000 | 0.9335 | 0.3008 | 0.4485 | 0.341 | 0.0694 | 0.2511 | 0.3019 | 0.1107 | 0.4104 | 0.4208 | 0.1154 | 0.3965 | 0.4023 | 0.2437 | 0.534 | 0.0 | 0.0 | 0.6588 | 0.7284 |
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| 71 |
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| 0.8732 | 4.0 | 4000 | 0.8630 | 0.3268 | 0.4634 | 0.3815 | 0.0599 | 0.2883 | 0.3552 | 0.1214 | 0.4573 | 0.49 | 0.1374 | 0.4629 | 0.5136 | 0.2845 | 0.7165 | 0.0 | 0.0 | 0.6958 | 0.7536 |
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| 72 |
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| 0.7036 | 5.0 | 5000 | 0.7595 | 0.3359 | 0.4642 | 0.3931 | 0.0739 | 0.2912 | 0.3764 | 0.1255 | 0.4737 | 0.5037 | 0.1679 | 0.4693 | 0.5219 | 0.2899 | 0.7404 | 0.0 | 0.0 | 0.7178 | 0.7707 |
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| 73 |
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| 0.979 | 6.0 | 6000 | 0.7069 | 0.3728 | 0.5214 | 0.4438 | 0.0768 | 0.3332 | 0.4012 | 0.1296 | 0.4833 | 0.4882 | 0.1172 | 0.4582 | 0.5065 | 0.4058 | 0.7012 | 0.0 | 0.0 | 0.7125 | 0.7633 |
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| 74 |
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| 0.7254 | 7.0 | 7000 | 0.6566 | 0.3939 | 0.5385 | 0.4648 | 0.0613 | 0.3571 | 0.4192 | 0.1369 | 0.4969 | 0.5026 | 0.153 | 0.4737 | 0.5184 | 0.4487 | 0.7254 | 0.0 | 0.0 | 0.7331 | 0.7825 |
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| 75 |
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| 0.6696 | 8.0 | 8000 | 0.6276 | 0.4213 | 0.5797 | 0.5037 | 0.0573 | 0.3791 | 0.4437 | 0.1378 | 0.4964 | 0.4996 | 0.1033 | 0.467 | 0.5195 | 0.5311 | 0.7203 | 0.0 | 0.0 | 0.7327 | 0.7786 |
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| 76 |
+
| 0.6583 | 9.0 | 9000 | 0.6021 | 0.4331 | 0.5873 | 0.5108 | 0.0796 | 0.3986 | 0.4557 | 0.1397 | 0.5046 | 0.5091 | 0.1539 | 0.478 | 0.5262 | 0.5463 | 0.7264 | 0.0 | 0.0 | 0.7528 | 0.8009 |
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| 77 |
+
| 0.5876 | 10.0 | 10000 | 0.5796 | 0.4447 | 0.6032 | 0.5274 | 0.1098 | 0.4084 | 0.4701 | 0.1426 | 0.5064 | 0.5112 | 0.1833 | 0.4843 | 0.5263 | 0.5865 | 0.7376 | 0.0 | 0.0 | 0.7475 | 0.7961 |
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| 78 |
+
| 0.4736 | 11.0 | 11000 | 0.5645 | 0.4457 | 0.6013 | 0.5331 | 0.1092 | 0.4073 | 0.4769 | 0.1397 | 0.5073 | 0.5115 | 0.2014 | 0.4811 | 0.5278 | 0.5734 | 0.7258 | 0.0 | 0.0 | 0.7638 | 0.8087 |
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| 79 |
+
| 0.6139 | 12.0 | 12000 | 0.5577 | 0.4428 | 0.5984 | 0.5244 | 0.0509 | 0.4043 | 0.4745 | 0.1392 | 0.5128 | 0.5177 | 0.1709 | 0.4876 | 0.5341 | 0.5648 | 0.7408 | 0.0 | 0.0 | 0.7636 | 0.8124 |
|
| 80 |
+
| 0.7356 | 13.0 | 13000 | 0.5289 | 0.4651 | 0.6128 | 0.5378 | 0.048 | 0.4393 | 0.489 | 0.146 | 0.5238 | 0.5272 | 0.1102 | 0.5075 | 0.5375 | 0.6242 | 0.762 | 0.0 | 0.0 | 0.7711 | 0.8197 |
|
| 81 |
+
| 0.5112 | 14.0 | 14000 | 0.5340 | 0.4658 | 0.6239 | 0.5556 | 0.0889 | 0.4309 | 0.4849 | 0.1444 | 0.5135 | 0.5164 | 0.1865 | 0.4892 | 0.5316 | 0.6346 | 0.7404 | 0.0 | 0.0 | 0.7627 | 0.8087 |
|
| 82 |
+
| 0.5302 | 15.0 | 15000 | 0.5103 | 0.478 | 0.6328 | 0.5738 | 0.0727 | 0.4478 | 0.4967 | 0.1478 | 0.5216 | 0.5244 | 0.2081 | 0.498 | 0.54 | 0.6635 | 0.7571 | 0.0 | 0.0 | 0.7705 | 0.816 |
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| 83 |
+
| 0.4855 | 16.0 | 16000 | 0.5183 | 0.5038 | 0.6727 | 0.6016 | 0.1285 | 0.4726 | 0.5257 | 0.1738 | 0.5454 | 0.5486 | 0.2061 | 0.5213 | 0.5649 | 0.6608 | 0.7408 | 0.0921 | 0.0928 | 0.7587 | 0.8121 |
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| 84 |
+
| 0.4891 | 17.0 | 17000 | 0.4886 | 0.6311 | 0.8473 | 0.7764 | 0.1735 | 0.612 | 0.6078 | 0.2544 | 0.6734 | 0.6769 | 0.2801 | 0.6651 | 0.6446 | 0.676 | 0.7467 | 0.4514 | 0.4758 | 0.7659 | 0.8082 |
|
| 85 |
+
| 0.5348 | 18.0 | 18000 | 0.4468 | 0.6909 | 0.8959 | 0.8328 | 0.1362 | 0.6815 | 0.6633 | 0.2864 | 0.733 | 0.7378 | 0.2592 | 0.7358 | 0.701 | 0.7055 | 0.7714 | 0.586 | 0.6165 | 0.7811 | 0.8256 |
|
| 86 |
+
| 0.5136 | 19.0 | 19000 | 0.4364 | 0.6945 | 0.9219 | 0.8428 | 0.1052 | 0.6706 | 0.73 | 0.2905 | 0.7425 | 0.7467 | 0.254 | 0.7333 | 0.7721 | 0.6837 | 0.7541 | 0.6198 | 0.6603 | 0.78 | 0.8256 |
|
| 87 |
+
| 0.7763 | 20.0 | 20000 | 0.4125 | 0.7082 | 0.9235 | 0.8439 | 0.115 | 0.6876 | 0.729 | 0.2988 | 0.7549 | 0.7599 | 0.2393 | 0.7483 | 0.7776 | 0.6954 | 0.763 | 0.6381 | 0.6794 | 0.791 | 0.8374 |
|
| 88 |
+
| 0.531 | 21.0 | 21000 | 0.4182 | 0.7035 | 0.9164 | 0.8414 | 0.1179 | 0.6748 | 0.7277 | 0.297 | 0.7502 | 0.7537 | 0.2354 | 0.7369 | 0.7777 | 0.6977 | 0.7618 | 0.6212 | 0.6639 | 0.7917 | 0.8354 |
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| 89 |
+
| 0.5738 | 22.0 | 22000 | 0.4124 | 0.704 | 0.924 | 0.852 | 0.1622 | 0.6842 | 0.7077 | 0.2951 | 0.7477 | 0.7512 | 0.2837 | 0.7373 | 0.7539 | 0.6921 | 0.7501 | 0.6329 | 0.6696 | 0.787 | 0.8338 |
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| 90 |
+
| 0.4659 | 23.0 | 23000 | 0.3881 | 0.7229 | 0.9359 | 0.8721 | 0.1295 | 0.6982 | 0.7482 | 0.3033 | 0.7637 | 0.7699 | 0.3028 | 0.7558 | 0.7945 | 0.7215 | 0.7793 | 0.6537 | 0.6887 | 0.7935 | 0.8418 |
|
| 91 |
+
| 0.476 | 24.0 | 24000 | 0.4041 | 0.6974 | 0.9329 | 0.8277 | 0.1692 | 0.6708 | 0.7309 | 0.2946 | 0.7399 | 0.7446 | 0.2606 | 0.7272 | 0.7784 | 0.6745 | 0.7354 | 0.6167 | 0.6562 | 0.8008 | 0.8422 |
|
| 92 |
+
| 0.4144 | 25.0 | 25000 | 0.3697 | 0.7384 | 0.9476 | 0.8756 | 0.1688 | 0.7133 | 0.7618 | 0.3101 | 0.7763 | 0.7809 | 0.2761 | 0.7666 | 0.8109 | 0.7223 | 0.773 | 0.6905 | 0.7237 | 0.8024 | 0.846 |
|
| 93 |
+
| 0.6979 | 26.0 | 26000 | 0.3699 | 0.7347 | 0.9514 | 0.8711 | 0.1661 | 0.7181 | 0.73 | 0.3042 | 0.7751 | 0.7798 | 0.274 | 0.7739 | 0.7747 | 0.7269 | 0.7813 | 0.6696 | 0.7113 | 0.8076 | 0.8469 |
|
| 94 |
+
| 0.5105 | 27.0 | 27000 | 0.3672 | 0.7439 | 0.9498 | 0.8953 | 0.1973 | 0.7226 | 0.7565 | 0.3107 | 0.7836 | 0.7882 | 0.3234 | 0.7824 | 0.7989 | 0.7272 | 0.7801 | 0.7013 | 0.7397 | 0.8031 | 0.845 |
|
| 95 |
+
| 0.4635 | 28.0 | 28000 | 0.3588 | 0.7511 | 0.9547 | 0.8886 | 0.246 | 0.7298 | 0.7617 | 0.3085 | 0.7913 | 0.7971 | 0.3761 | 0.7844 | 0.8112 | 0.7263 | 0.7821 | 0.7119 | 0.7521 | 0.815 | 0.8571 |
|
| 96 |
+
| 0.5447 | 29.0 | 29000 | 0.4269 | 0.7002 | 0.9507 | 0.8595 | 0.2218 | 0.6811 | 0.7176 | 0.2901 | 0.7457 | 0.75 | 0.3412 | 0.7405 | 0.7706 | 0.6529 | 0.7137 | 0.6597 | 0.7052 | 0.7882 | 0.8313 |
|
| 97 |
+
| 0.3582 | 30.0 | 30000 | 0.3582 | 0.7525 | 0.9477 | 0.8899 | 0.1913 | 0.7345 | 0.7843 | 0.3133 | 0.791 | 0.7963 | 0.3302 | 0.785 | 0.8261 | 0.7305 | 0.7865 | 0.7022 | 0.7356 | 0.8248 | 0.8668 |
|
| 98 |
+
| 0.5428 | 31.0 | 31000 | 0.3839 | 0.7306 | 0.9549 | 0.8861 | 0.157 | 0.707 | 0.7562 | 0.3038 | 0.772 | 0.7767 | 0.291 | 0.7621 | 0.8003 | 0.7048 | 0.766 | 0.6953 | 0.7356 | 0.7918 | 0.8285 |
|
| 99 |
+
| 0.4257 | 32.0 | 32000 | 0.3435 | 0.7691 | 0.9579 | 0.8979 | 0.1462 | 0.7552 | 0.7886 | 0.3172 | 0.806 | 0.8112 | 0.2958 | 0.8032 | 0.8352 | 0.7551 | 0.8058 | 0.732 | 0.7675 | 0.8203 | 0.8601 |
|
| 100 |
+
| 0.4555 | 33.0 | 33000 | 0.3404 | 0.7594 | 0.9571 | 0.9004 | 0.1775 | 0.7488 | 0.7696 | 0.3116 | 0.7999 | 0.8043 | 0.2972 | 0.7983 | 0.8178 | 0.7524 | 0.8014 | 0.7026 | 0.7495 | 0.8232 | 0.8622 |
|
| 101 |
+
| 0.4041 | 34.0 | 34000 | 0.3376 | 0.7636 | 0.9597 | 0.8954 | 0.2114 | 0.7438 | 0.7815 | 0.3155 | 0.8009 | 0.8066 | 0.335 | 0.7991 | 0.8226 | 0.754 | 0.8028 | 0.7136 | 0.7562 | 0.8233 | 0.8608 |
|
| 102 |
+
| 0.4214 | 35.0 | 35000 | 0.3321 | 0.763 | 0.9569 | 0.9045 | 0.2104 | 0.7405 | 0.7754 | 0.3153 | 0.8026 | 0.8058 | 0.3039 | 0.7932 | 0.8216 | 0.7431 | 0.8006 | 0.7167 | 0.7521 | 0.8291 | 0.8648 |
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| 103 |
+
| 0.4448 | 36.0 | 36000 | 0.3371 | 0.7682 | 0.9618 | 0.9098 | 0.2417 | 0.7433 | 0.7862 | 0.3155 | 0.8044 | 0.8084 | 0.33 | 0.7944 | 0.8259 | 0.755 | 0.799 | 0.7253 | 0.7613 | 0.8242 | 0.8648 |
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| 104 |
+
| 0.4959 | 37.0 | 37000 | 0.3453 | 0.7548 | 0.9564 | 0.9069 | 0.1768 | 0.7334 | 0.7937 | 0.3097 | 0.7944 | 0.7977 | 0.3251 | 0.7796 | 0.8376 | 0.7553 | 0.8038 | 0.701 | 0.7371 | 0.8082 | 0.8521 |
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| 105 |
+
| 0.4388 | 38.0 | 38000 | 0.3390 | 0.7615 | 0.961 | 0.9044 | 0.1391 | 0.7481 | 0.7754 | 0.311 | 0.7998 | 0.8038 | 0.277 | 0.7954 | 0.8243 | 0.7523 | 0.8012 | 0.7146 | 0.7531 | 0.8175 | 0.8572 |
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| 106 |
+
| 0.364 | 39.0 | 39000 | 0.3301 | 0.7624 | 0.95 | 0.8996 | 0.1968 | 0.758 | 0.7724 | 0.3122 | 0.8012 | 0.8046 | 0.2741 | 0.8034 | 0.8187 | 0.7593 | 0.8119 | 0.7028 | 0.7371 | 0.825 | 0.8649 |
|
| 107 |
+
| 0.4423 | 40.0 | 40000 | 0.3265 | 0.7682 | 0.951 | 0.8942 | 0.1885 | 0.7628 | 0.7604 | 0.3178 | 0.8099 | 0.8139 | 0.3056 | 0.8098 | 0.8128 | 0.7557 | 0.8115 | 0.7204 | 0.7577 | 0.8285 | 0.8726 |
|
| 108 |
+
| 0.3772 | 41.0 | 41000 | 0.3485 | 0.7493 | 0.9639 | 0.9004 | 0.2278 | 0.7341 | 0.7674 | 0.3049 | 0.7884 | 0.7944 | 0.3943 | 0.7842 | 0.8144 | 0.7131 | 0.7694 | 0.7034 | 0.7443 | 0.8314 | 0.8694 |
|
| 109 |
+
| 0.4682 | 42.0 | 42000 | 0.3570 | 0.7437 | 0.9572 | 0.894 | 0.2024 | 0.7235 | 0.7549 | 0.3045 | 0.782 | 0.7869 | 0.331 | 0.7728 | 0.8017 | 0.7434 | 0.794 | 0.6911 | 0.7299 | 0.7965 | 0.837 |
|
| 110 |
+
| 0.4829 | 43.0 | 43000 | 0.3295 | 0.7733 | 0.9559 | 0.9061 | 0.2047 | 0.7635 | 0.7853 | 0.3174 | 0.8091 | 0.8123 | 0.2933 | 0.8077 | 0.8238 | 0.77 | 0.8153 | 0.7311 | 0.767 | 0.8189 | 0.8546 |
|
| 111 |
+
| 0.4646 | 44.0 | 44000 | 0.3219 | 0.7697 | 0.9622 | 0.9075 | 0.2313 | 0.756 | 0.7799 | 0.3135 | 0.808 | 0.8135 | 0.367 | 0.8049 | 0.8236 | 0.7647 | 0.8129 | 0.7122 | 0.7577 | 0.8321 | 0.87 |
|
| 112 |
+
| 0.3236 | 45.0 | 45000 | 0.3212 | 0.7713 | 0.961 | 0.9025 | 0.2236 | 0.7623 | 0.7637 | 0.3156 | 0.8108 | 0.8148 | 0.3744 | 0.8115 | 0.8092 | 0.7576 | 0.8139 | 0.7256 | 0.7624 | 0.8307 | 0.8683 |
|
| 113 |
+
| 0.3759 | 46.0 | 46000 | 0.3281 | 0.756 | 0.9604 | 0.8943 | 0.2171 | 0.7466 | 0.7606 | 0.3069 | 0.7945 | 0.8001 | 0.3131 | 0.7971 | 0.8076 | 0.7556 | 0.8042 | 0.6797 | 0.7237 | 0.8326 | 0.8725 |
|
| 114 |
+
| 0.3627 | 47.0 | 47000 | 0.3181 | 0.7674 | 0.9546 | 0.9086 | 0.2258 | 0.7583 | 0.7736 | 0.3161 | 0.8091 | 0.8149 | 0.3537 | 0.8108 | 0.8225 | 0.7595 | 0.8161 | 0.7131 | 0.7577 | 0.8297 | 0.8709 |
|
| 115 |
+
| 0.4146 | 48.0 | 48000 | 0.3072 | 0.7807 | 0.9641 | 0.9209 | 0.2599 | 0.7662 | 0.8023 | 0.3178 | 0.8212 | 0.8257 | 0.3962 | 0.8184 | 0.8447 | 0.7758 | 0.8249 | 0.7334 | 0.7758 | 0.833 | 0.8763 |
|
| 116 |
+
| 0.4113 | 49.0 | 49000 | 0.3452 | 0.74 | 0.9649 | 0.8877 | 0.258 | 0.7318 | 0.7372 | 0.3014 | 0.7885 | 0.793 | 0.374 | 0.784 | 0.7922 | 0.7012 | 0.7678 | 0.6958 | 0.7443 | 0.8229 | 0.867 |
|
| 117 |
+
| 0.4146 | 50.0 | 50000 | 0.3091 | 0.7822 | 0.9588 | 0.9016 | 0.2296 | 0.7753 | 0.7786 | 0.3203 | 0.82 | 0.8255 | 0.3581 | 0.8178 | 0.8262 | 0.772 | 0.8284 | 0.7344 | 0.7716 | 0.8404 | 0.8766 |
|
| 118 |
+
| 0.3777 | 51.0 | 51000 | 0.3168 | 0.7772 | 0.9559 | 0.9072 | 0.1974 | 0.7684 | 0.7844 | 0.3203 | 0.8163 | 0.8209 | 0.2859 | 0.816 | 0.8346 | 0.7685 | 0.8183 | 0.7287 | 0.7696 | 0.8343 | 0.8747 |
|
| 119 |
+
| 0.3417 | 52.0 | 52000 | 0.3135 | 0.7745 | 0.958 | 0.9068 | 0.2364 | 0.7548 | 0.804 | 0.3164 | 0.8137 | 0.8183 | 0.3284 | 0.8071 | 0.8433 | 0.7776 | 0.828 | 0.7113 | 0.7515 | 0.8347 | 0.8754 |
|
| 120 |
+
| 0.4088 | 53.0 | 53000 | 0.3145 | 0.7689 | 0.9569 | 0.9183 | 0.2712 | 0.7593 | 0.7631 | 0.3134 | 0.8108 | 0.8147 | 0.3583 | 0.8093 | 0.8093 | 0.7593 | 0.8117 | 0.7116 | 0.7557 | 0.8358 | 0.8767 |
|
| 121 |
+
| 0.4384 | 54.0 | 54000 | 0.2973 | 0.7848 | 0.9618 | 0.9157 | 0.2523 | 0.7746 | 0.7875 | 0.3201 | 0.8243 | 0.8284 | 0.3324 | 0.8227 | 0.8343 | 0.768 | 0.8203 | 0.7407 | 0.782 | 0.8456 | 0.8828 |
|
| 122 |
+
| 0.3848 | 55.0 | 55000 | 0.3071 | 0.7806 | 0.9572 | 0.911 | 0.2747 | 0.7711 | 0.7916 | 0.3205 | 0.8198 | 0.8234 | 0.3651 | 0.8158 | 0.8349 | 0.7773 | 0.8288 | 0.7303 | 0.767 | 0.834 | 0.8744 |
|
| 123 |
+
| 0.4163 | 56.0 | 56000 | 0.3055 | 0.7775 | 0.9568 | 0.9054 | 0.2209 | 0.7647 | 0.784 | 0.3201 | 0.8194 | 0.8221 | 0.3228 | 0.8135 | 0.8257 | 0.7653 | 0.8181 | 0.7328 | 0.7789 | 0.8343 | 0.8694 |
|
| 124 |
+
| 0.4013 | 57.0 | 57000 | 0.3098 | 0.7777 | 0.9568 | 0.9094 | 0.2633 | 0.764 | 0.8032 | 0.3181 | 0.8165 | 0.8202 | 0.3683 | 0.8118 | 0.8402 | 0.7674 | 0.8219 | 0.7292 | 0.7696 | 0.8365 | 0.8691 |
|
| 125 |
+
| 0.2877 | 58.0 | 58000 | 0.2941 | 0.7872 | 0.9582 | 0.9177 | 0.2115 | 0.781 | 0.7936 | 0.3202 | 0.8214 | 0.8249 | 0.2915 | 0.8268 | 0.8291 | 0.7804 | 0.8294 | 0.7313 | 0.7629 | 0.8499 | 0.8825 |
|
| 126 |
+
| 0.4487 | 59.0 | 59000 | 0.2830 | 0.7979 | 0.9649 | 0.9219 | 0.2545 | 0.7887 | 0.8174 | 0.322 | 0.835 | 0.8389 | 0.377 | 0.8374 | 0.8519 | 0.7902 | 0.8378 | 0.7438 | 0.7881 | 0.8597 | 0.8907 |
|
| 127 |
+
| 0.3549 | 60.0 | 60000 | 0.3007 | 0.7947 | 0.9604 | 0.9171 | 0.3052 | 0.7754 | 0.8257 | 0.3241 | 0.8311 | 0.8339 | 0.3913 | 0.8184 | 0.8606 | 0.7931 | 0.8414 | 0.7457 | 0.783 | 0.8452 | 0.8771 |
|
| 128 |
+
| 0.3725 | 61.0 | 61000 | 0.3180 | 0.7636 | 0.9581 | 0.9079 | 0.2728 | 0.7514 | 0.7981 | 0.3094 | 0.8045 | 0.8077 | 0.3622 | 0.798 | 0.8388 | 0.7511 | 0.8074 | 0.701 | 0.7433 | 0.8388 | 0.8723 |
|
| 129 |
+
| 0.3535 | 62.0 | 62000 | 0.3056 | 0.7781 | 0.962 | 0.9129 | 0.2116 | 0.7632 | 0.8043 | 0.3189 | 0.8165 | 0.8191 | 0.3281 | 0.8074 | 0.8377 | 0.7639 | 0.8173 | 0.7345 | 0.7686 | 0.8359 | 0.8713 |
|
| 130 |
+
| 0.4038 | 63.0 | 63000 | 0.2947 | 0.7899 | 0.9584 | 0.9148 | 0.2826 | 0.7853 | 0.8087 | 0.3239 | 0.8263 | 0.8289 | 0.3443 | 0.8273 | 0.8401 | 0.7778 | 0.8282 | 0.7416 | 0.7784 | 0.8502 | 0.8802 |
|
| 131 |
+
| 0.4424 | 64.0 | 64000 | 0.2922 | 0.7939 | 0.9606 | 0.9113 | 0.241 | 0.7862 | 0.817 | 0.3225 | 0.8305 | 0.8342 | 0.3485 | 0.8289 | 0.8462 | 0.7892 | 0.8402 | 0.742 | 0.7804 | 0.8505 | 0.882 |
|
| 132 |
+
| 0.3878 | 65.0 | 65000 | 0.2872 | 0.799 | 0.9605 | 0.9221 | 0.2855 | 0.7922 | 0.8179 | 0.3216 | 0.8324 | 0.8358 | 0.3819 | 0.8297 | 0.8544 | 0.7892 | 0.837 | 0.7498 | 0.7809 | 0.858 | 0.8895 |
|
| 133 |
+
| 0.3628 | 66.0 | 66000 | 0.2975 | 0.7879 | 0.9592 | 0.9135 | 0.2664 | 0.7765 | 0.8108 | 0.3237 | 0.8232 | 0.8273 | 0.3577 | 0.8191 | 0.8456 | 0.791 | 0.8364 | 0.7272 | 0.7655 | 0.8456 | 0.8799 |
|
| 134 |
+
| 0.3657 | 67.0 | 67000 | 0.2714 | 0.8096 | 0.9656 | 0.9242 | 0.2913 | 0.799 | 0.8191 | 0.3297 | 0.8438 | 0.8486 | 0.4078 | 0.8418 | 0.8561 | 0.8102 | 0.8543 | 0.7621 | 0.8036 | 0.8566 | 0.8879 |
|
| 135 |
+
| 0.3254 | 68.0 | 68000 | 0.2934 | 0.793 | 0.9615 | 0.919 | 0.2837 | 0.7855 | 0.8032 | 0.3232 | 0.8291 | 0.8325 | 0.3423 | 0.8287 | 0.8382 | 0.7734 | 0.8199 | 0.7553 | 0.7948 | 0.8502 | 0.8828 |
|
| 136 |
+
| 0.4403 | 69.0 | 69000 | 0.2675 | 0.8138 | 0.9639 | 0.9218 | 0.2836 | 0.8104 | 0.8154 | 0.3296 | 0.8477 | 0.8539 | 0.4037 | 0.8523 | 0.856 | 0.8099 | 0.8592 | 0.7637 | 0.801 | 0.8677 | 0.9016 |
|
| 137 |
+
| 0.3707 | 70.0 | 70000 | 0.2790 | 0.8017 | 0.9582 | 0.923 | 0.2908 | 0.7982 | 0.8042 | 0.3243 | 0.8376 | 0.8421 | 0.398 | 0.8389 | 0.8458 | 0.8024 | 0.8515 | 0.7398 | 0.7809 | 0.8629 | 0.8939 |
|
| 138 |
+
| 0.3141 | 71.0 | 71000 | 0.2897 | 0.791 | 0.9656 | 0.9244 | 0.2887 | 0.7846 | 0.81 | 0.3221 | 0.8283 | 0.8329 | 0.3876 | 0.8297 | 0.8479 | 0.7686 | 0.8171 | 0.7479 | 0.7892 | 0.8564 | 0.8924 |
|
| 139 |
+
| 0.3931 | 72.0 | 72000 | 0.2896 | 0.7999 | 0.9558 | 0.9205 | 0.2829 | 0.7915 | 0.8152 | 0.3241 | 0.8333 | 0.8371 | 0.3537 | 0.8314 | 0.8531 | 0.7957 | 0.8416 | 0.7506 | 0.784 | 0.8534 | 0.8857 |
|
| 140 |
+
| 0.3108 | 73.0 | 73000 | 0.2754 | 0.8067 | 0.9674 | 0.9317 | 0.309 | 0.8031 | 0.802 | 0.3267 | 0.8413 | 0.8465 | 0.4119 | 0.8443 | 0.8441 | 0.7807 | 0.8288 | 0.7709 | 0.8124 | 0.8684 | 0.8983 |
|
| 141 |
+
| 0.3259 | 74.0 | 74000 | 0.2741 | 0.8073 | 0.9645 | 0.9314 | 0.2921 | 0.7985 | 0.8422 | 0.327 | 0.8429 | 0.8477 | 0.4056 | 0.8404 | 0.8717 | 0.8031 | 0.8497 | 0.7619 | 0.8031 | 0.857 | 0.8902 |
|
| 142 |
+
| 0.3673 | 75.0 | 75000 | 0.2774 | 0.8075 | 0.9697 | 0.9246 | 0.2445 | 0.8 | 0.822 | 0.3252 | 0.8427 | 0.8478 | 0.4028 | 0.8408 | 0.8602 | 0.7883 | 0.8348 | 0.7663 | 0.8098 | 0.8681 | 0.8988 |
|
| 143 |
+
| 0.3785 | 76.0 | 76000 | 0.2867 | 0.8005 | 0.962 | 0.9259 | 0.2625 | 0.7912 | 0.8152 | 0.3243 | 0.8353 | 0.8393 | 0.3776 | 0.8332 | 0.8547 | 0.789 | 0.8382 | 0.7507 | 0.7887 | 0.8619 | 0.8911 |
|
| 144 |
+
| 0.3441 | 77.0 | 77000 | 0.2762 | 0.8081 | 0.9584 | 0.9263 | 0.3086 | 0.802 | 0.8231 | 0.3269 | 0.8434 | 0.8469 | 0.3839 | 0.8449 | 0.8575 | 0.7948 | 0.8435 | 0.7573 | 0.7964 | 0.8721 | 0.9009 |
|
| 145 |
+
| 0.344 | 78.0 | 78000 | 0.2863 | 0.8003 | 0.9617 | 0.9286 | 0.2783 | 0.793 | 0.8183 | 0.3227 | 0.8338 | 0.8376 | 0.3869 | 0.8327 | 0.8544 | 0.785 | 0.8336 | 0.751 | 0.7866 | 0.8648 | 0.8926 |
|
| 146 |
+
| 0.339 | 79.0 | 79000 | 0.2687 | 0.8186 | 0.9613 | 0.9276 | 0.2672 | 0.8113 | 0.8268 | 0.3303 | 0.8499 | 0.8542 | 0.3919 | 0.85 | 0.8578 | 0.8079 | 0.8519 | 0.7733 | 0.8098 | 0.8747 | 0.901 |
|
| 147 |
+
| 0.2642 | 80.0 | 80000 | 0.2587 | 0.8227 | 0.9658 | 0.9254 | 0.2459 | 0.8182 | 0.8269 | 0.3321 | 0.8543 | 0.8583 | 0.39 | 0.8576 | 0.858 | 0.8123 | 0.8551 | 0.78 | 0.8165 | 0.8757 | 0.9033 |
|
| 148 |
+
| 0.3122 | 81.0 | 81000 | 0.2692 | 0.8148 | 0.9609 | 0.9193 | 0.2916 | 0.8076 | 0.8143 | 0.3303 | 0.8479 | 0.8517 | 0.3864 | 0.8495 | 0.851 | 0.8096 | 0.8557 | 0.7596 | 0.7974 | 0.8751 | 0.902 |
|
| 149 |
+
| 0.3475 | 82.0 | 82000 | 0.2805 | 0.797 | 0.9577 | 0.9257 | 0.2179 | 0.789 | 0.816 | 0.3231 | 0.8329 | 0.8366 | 0.3324 | 0.831 | 0.8536 | 0.7938 | 0.8421 | 0.7365 | 0.7789 | 0.8607 | 0.8888 |
|
| 150 |
+
| 0.4223 | 83.0 | 83000 | 0.2652 | 0.8082 | 0.9656 | 0.9314 | 0.2965 | 0.8025 | 0.8239 | 0.3252 | 0.8455 | 0.8485 | 0.3701 | 0.8477 | 0.8643 | 0.797 | 0.8447 | 0.7561 | 0.8005 | 0.8714 | 0.9003 |
|
| 151 |
+
| 0.3136 | 84.0 | 84000 | 0.2655 | 0.8157 | 0.9692 | 0.9236 | 0.3004 | 0.8136 | 0.8269 | 0.3272 | 0.85 | 0.8539 | 0.4066 | 0.8524 | 0.8615 | 0.8092 | 0.8573 | 0.7676 | 0.8031 | 0.8703 | 0.9012 |
|
| 152 |
+
| 0.2849 | 85.0 | 85000 | 0.2659 | 0.8126 | 0.9654 | 0.9284 | 0.2584 | 0.8039 | 0.8435 | 0.3268 | 0.8465 | 0.85 | 0.3664 | 0.8451 | 0.8762 | 0.7995 | 0.8459 | 0.7634 | 0.7995 | 0.8748 | 0.9045 |
|
| 153 |
+
| 0.3634 | 86.0 | 86000 | 0.2642 | 0.8194 | 0.9604 | 0.9231 | 0.2498 | 0.8143 | 0.8379 | 0.3308 | 0.8509 | 0.8538 | 0.2906 | 0.8519 | 0.8711 | 0.8109 | 0.8541 | 0.7685 | 0.8021 | 0.8789 | 0.9051 |
|
| 154 |
+
| 0.4086 | 87.0 | 87000 | 0.2655 | 0.8124 | 0.9649 | 0.924 | 0.3069 | 0.8076 | 0.8237 | 0.3279 | 0.8446 | 0.8484 | 0.3824 | 0.845 | 0.8606 | 0.7972 | 0.8421 | 0.7569 | 0.7938 | 0.8832 | 0.9095 |
|
| 155 |
+
| 0.3238 | 88.0 | 88000 | 0.2543 | 0.822 | 0.9675 | 0.9315 | 0.2809 | 0.8157 | 0.8393 | 0.3303 | 0.8551 | 0.8586 | 0.3553 | 0.8548 | 0.8723 | 0.8092 | 0.8541 | 0.7755 | 0.8144 | 0.8814 | 0.9073 |
|
| 156 |
+
| 0.465 | 89.0 | 89000 | 0.2690 | 0.818 | 0.9661 | 0.9275 | 0.3431 | 0.8111 | 0.8314 | 0.3274 | 0.8482 | 0.8524 | 0.4379 | 0.8484 | 0.8649 | 0.7979 | 0.8396 | 0.7725 | 0.8046 | 0.8835 | 0.913 |
|
| 157 |
+
| 0.37 | 90.0 | 90000 | 0.2602 | 0.8221 | 0.9593 | 0.9235 | 0.2761 | 0.8197 | 0.8417 | 0.3301 | 0.8531 | 0.8564 | 0.3389 | 0.8569 | 0.8744 | 0.8138 | 0.8584 | 0.7712 | 0.801 | 0.8813 | 0.9098 |
|
| 158 |
+
| 0.3063 | 91.0 | 91000 | 0.2617 | 0.8144 | 0.9619 | 0.9289 | 0.3302 | 0.8134 | 0.8147 | 0.3274 | 0.8485 | 0.8515 | 0.4172 | 0.8521 | 0.8532 | 0.8069 | 0.8575 | 0.7583 | 0.7902 | 0.8779 | 0.9068 |
|
| 159 |
+
| 0.2721 | 92.0 | 92000 | 0.2699 | 0.8123 | 0.961 | 0.9226 | 0.2827 | 0.8072 | 0.8225 | 0.3289 | 0.8461 | 0.8492 | 0.3659 | 0.848 | 0.86 | 0.8041 | 0.8467 | 0.7592 | 0.8 | 0.8736 | 0.9009 |
|
| 160 |
+
| 0.2704 | 93.0 | 93000 | 0.2531 | 0.8251 | 0.9587 | 0.9243 | 0.3119 | 0.8192 | 0.8461 | 0.3351 | 0.8579 | 0.8611 | 0.3758 | 0.8575 | 0.8786 | 0.8164 | 0.864 | 0.7768 | 0.8113 | 0.882 | 0.908 |
|
| 161 |
+
| 0.3274 | 94.0 | 94000 | 0.2599 | 0.8229 | 0.968 | 0.9292 | 0.3198 | 0.8176 | 0.8409 | 0.3306 | 0.8551 | 0.8583 | 0.4022 | 0.8564 | 0.8716 | 0.8147 | 0.8602 | 0.7744 | 0.8082 | 0.8797 | 0.9066 |
|
| 162 |
+
| 0.3198 | 95.0 | 95000 | 0.2561 | 0.8264 | 0.9661 | 0.9288 | 0.303 | 0.8232 | 0.8412 | 0.3327 | 0.859 | 0.8625 | 0.3882 | 0.8619 | 0.8739 | 0.8153 | 0.8628 | 0.7869 | 0.8191 | 0.8768 | 0.9057 |
|
| 163 |
+
| 0.3286 | 96.0 | 96000 | 0.2624 | 0.8178 | 0.9671 | 0.9258 | 0.3039 | 0.8123 | 0.8334 | 0.3303 | 0.8535 | 0.8567 | 0.3876 | 0.8552 | 0.87 | 0.817 | 0.8624 | 0.7705 | 0.8082 | 0.8658 | 0.8996 |
|
| 164 |
+
| 0.35 | 97.0 | 97000 | 0.2436 | 0.8304 | 0.9659 | 0.9291 | 0.3281 | 0.8274 | 0.8375 | 0.3336 | 0.866 | 0.8697 | 0.4291 | 0.8701 | 0.8707 | 0.8168 | 0.8644 | 0.7886 | 0.8299 | 0.8857 | 0.9147 |
|
| 165 |
+
| 0.3377 | 98.0 | 98000 | 0.2626 | 0.819 | 0.9551 | 0.921 | 0.294 | 0.8177 | 0.819 | 0.3325 | 0.8525 | 0.8559 | 0.3603 | 0.8563 | 0.8551 | 0.8114 | 0.8588 | 0.7658 | 0.8005 | 0.8798 | 0.9083 |
|
| 166 |
+
| 0.3617 | 99.0 | 99000 | 0.2673 | 0.8161 | 0.9609 | 0.9234 | 0.2854 | 0.8086 | 0.8305 | 0.3311 | 0.8506 | 0.8545 | 0.3632 | 0.8498 | 0.87 | 0.8023 | 0.8485 | 0.7725 | 0.8134 | 0.8736 | 0.9016 |
|
| 167 |
+
| 0.364 | 100.0 | 100000 | 0.2605 | 0.824 | 0.9626 | 0.9338 | 0.323 | 0.8195 | 0.8453 | 0.3306 | 0.8547 | 0.8589 | 0.4057 | 0.8573 | 0.8753 | 0.8203 | 0.861 | 0.7746 | 0.8093 | 0.8771 | 0.9064 |
|
| 168 |
+
| 0.3617 | 101.0 | 101000 | 0.2504 | 0.8272 | 0.9633 | 0.9247 | 0.2991 | 0.8225 | 0.8427 | 0.3337 | 0.859 | 0.8635 | 0.3882 | 0.8625 | 0.8814 | 0.8188 | 0.862 | 0.7768 | 0.8139 | 0.886 | 0.9146 |
|
| 169 |
+
| 0.2855 | 102.0 | 102000 | 0.2508 | 0.8213 | 0.9647 | 0.9329 | 0.3075 | 0.8192 | 0.8351 | 0.3294 | 0.8561 | 0.86 | 0.392 | 0.8619 | 0.8727 | 0.8165 | 0.865 | 0.7631 | 0.8031 | 0.8843 | 0.9118 |
|
| 170 |
+
| 0.3384 | 103.0 | 103000 | 0.2512 | 0.828 | 0.9619 | 0.934 | 0.3208 | 0.8276 | 0.8439 | 0.3343 | 0.8606 | 0.8646 | 0.4164 | 0.8657 | 0.8757 | 0.8158 | 0.8602 | 0.7848 | 0.8216 | 0.8833 | 0.9119 |
|
| 171 |
+
| 0.3331 | 104.0 | 104000 | 0.2545 | 0.8195 | 0.9621 | 0.9333 | 0.3061 | 0.8183 | 0.8263 | 0.331 | 0.8535 | 0.8564 | 0.4039 | 0.8573 | 0.8602 | 0.813 | 0.8569 | 0.7652 | 0.8052 | 0.8803 | 0.9071 |
|
| 172 |
+
| 0.3158 | 105.0 | 105000 | 0.2531 | 0.8304 | 0.9634 | 0.9254 | 0.2998 | 0.8263 | 0.8411 | 0.3356 | 0.8632 | 0.8671 | 0.3968 | 0.865 | 0.8794 | 0.8222 | 0.867 | 0.7788 | 0.8196 | 0.89 | 0.9148 |
|
| 173 |
+
| 0.301 | 106.0 | 106000 | 0.2596 | 0.8221 | 0.961 | 0.9276 | 0.2968 | 0.8191 | 0.8335 | 0.3325 | 0.8551 | 0.8587 | 0.3629 | 0.8586 | 0.8703 | 0.8082 | 0.8543 | 0.7767 | 0.8149 | 0.8815 | 0.9067 |
|
| 174 |
+
| 0.3579 | 107.0 | 107000 | 0.2434 | 0.8339 | 0.9647 | 0.9304 | 0.3098 | 0.832 | 0.8464 | 0.3344 | 0.8641 | 0.8685 | 0.3989 | 0.8705 | 0.877 | 0.8228 | 0.8678 | 0.7883 | 0.8227 | 0.8905 | 0.915 |
|
| 175 |
+
| 0.3682 | 108.0 | 108000 | 0.2440 | 0.8324 | 0.9624 | 0.9341 | 0.3185 | 0.8311 | 0.8428 | 0.3348 | 0.8644 | 0.8681 | 0.404 | 0.8697 | 0.8751 | 0.8208 | 0.8648 | 0.7831 | 0.8227 | 0.8932 | 0.9167 |
|
| 176 |
+
| 0.3234 | 109.0 | 109000 | 0.2532 | 0.8224 | 0.9605 | 0.9338 | 0.3491 | 0.8203 | 0.8253 | 0.3316 | 0.8569 | 0.8609 | 0.4301 | 0.8603 | 0.8643 | 0.8134 | 0.8622 | 0.7699 | 0.8108 | 0.884 | 0.9098 |
|
| 177 |
+
| 0.3412 | 110.0 | 110000 | 0.2400 | 0.8375 | 0.966 | 0.9346 | 0.3187 | 0.8398 | 0.8387 | 0.3368 | 0.8692 | 0.8733 | 0.4148 | 0.878 | 0.8725 | 0.829 | 0.8722 | 0.7912 | 0.8309 | 0.8923 | 0.9167 |
|
| 178 |
+
| 0.4866 | 111.0 | 111000 | 0.2558 | 0.8248 | 0.9649 | 0.9282 | 0.3024 | 0.8222 | 0.8365 | 0.3305 | 0.8537 | 0.8579 | 0.3818 | 0.858 | 0.8692 | 0.8161 | 0.8596 | 0.7728 | 0.8052 | 0.8855 | 0.9089 |
|
| 179 |
+
| 0.2781 | 112.0 | 112000 | 0.2461 | 0.8324 | 0.9616 | 0.9294 | 0.3114 | 0.8333 | 0.8408 | 0.3349 | 0.8623 | 0.8659 | 0.3745 | 0.8679 | 0.8706 | 0.8247 | 0.8686 | 0.7794 | 0.8124 | 0.893 | 0.9166 |
|
| 180 |
+
| 0.3233 | 113.0 | 113000 | 0.2467 | 0.8333 | 0.9634 | 0.9328 | 0.3187 | 0.8308 | 0.8462 | 0.3342 | 0.865 | 0.8689 | 0.4206 | 0.8696 | 0.8788 | 0.8201 | 0.867 | 0.7881 | 0.8222 | 0.8917 | 0.9176 |
|
| 181 |
+
| 0.2915 | 114.0 | 114000 | 0.2393 | 0.8366 | 0.9605 | 0.9276 | 0.3392 | 0.8387 | 0.8412 | 0.336 | 0.8677 | 0.8707 | 0.3934 | 0.8751 | 0.8747 | 0.8273 | 0.8734 | 0.79 | 0.8216 | 0.8925 | 0.917 |
|
| 182 |
+
| 0.3298 | 115.0 | 115000 | 0.2474 | 0.8323 | 0.9637 | 0.9268 | 0.3252 | 0.8334 | 0.8287 | 0.3324 | 0.8629 | 0.8667 | 0.4067 | 0.8709 | 0.8656 | 0.8222 | 0.8672 | 0.7779 | 0.8129 | 0.8966 | 0.9199 |
|
| 183 |
+
| 0.3928 | 116.0 | 116000 | 0.2425 | 0.8386 | 0.9669 | 0.9343 | 0.3302 | 0.8384 | 0.8459 | 0.336 | 0.8695 | 0.8739 | 0.4186 | 0.8764 | 0.879 | 0.8272 | 0.872 | 0.7927 | 0.8284 | 0.896 | 0.9213 |
|
| 184 |
+
| 0.3156 | 117.0 | 117000 | 0.2514 | 0.8285 | 0.9597 | 0.9311 | 0.3177 | 0.8317 | 0.827 | 0.3333 | 0.8605 | 0.8645 | 0.392 | 0.8681 | 0.8634 | 0.8205 | 0.8646 | 0.7744 | 0.8119 | 0.8907 | 0.917 |
|
| 185 |
+
| 0.3184 | 118.0 | 118000 | 0.2497 | 0.8294 | 0.9636 | 0.9301 | 0.3286 | 0.8321 | 0.8352 | 0.3334 | 0.8631 | 0.8669 | 0.3995 | 0.8691 | 0.8738 | 0.8231 | 0.8672 | 0.7759 | 0.817 | 0.8892 | 0.9166 |
|
| 186 |
+
| 0.2561 | 119.0 | 119000 | 0.2440 | 0.8339 | 0.963 | 0.929 | 0.3126 | 0.8324 | 0.8349 | 0.3359 | 0.8661 | 0.8701 | 0.3844 | 0.8711 | 0.8724 | 0.8266 | 0.8702 | 0.785 | 0.8232 | 0.8901 | 0.917 |
|
| 187 |
+
| 0.2776 | 120.0 | 120000 | 0.2442 | 0.8358 | 0.9622 | 0.9283 | 0.3166 | 0.8371 | 0.835 | 0.3366 | 0.8677 | 0.8717 | 0.3809 | 0.8759 | 0.8706 | 0.8278 | 0.8724 | 0.7874 | 0.8242 | 0.8921 | 0.9183 |
|
| 188 |
+
| 0.2591 | 121.0 | 121000 | 0.2473 | 0.8302 | 0.9627 | 0.93 | 0.3066 | 0.8283 | 0.8306 | 0.3334 | 0.8615 | 0.8653 | 0.3879 | 0.8663 | 0.8695 | 0.819 | 0.863 | 0.7774 | 0.8144 | 0.8942 | 0.9185 |
|
| 189 |
+
| 0.3241 | 122.0 | 122000 | 0.2518 | 0.831 | 0.9615 | 0.9294 | 0.3046 | 0.8319 | 0.8359 | 0.3329 | 0.8637 | 0.8668 | 0.3782 | 0.8693 | 0.8747 | 0.82 | 0.8662 | 0.7825 | 0.818 | 0.8905 | 0.9163 |
|
| 190 |
+
| 0.3599 | 123.0 | 123000 | 0.2362 | 0.84 | 0.9602 | 0.9317 | 0.3253 | 0.8382 | 0.8521 | 0.3385 | 0.8713 | 0.8747 | 0.3742 | 0.8767 | 0.8869 | 0.8325 | 0.8775 | 0.7897 | 0.8253 | 0.8978 | 0.9214 |
|
| 191 |
+
| 0.2938 | 124.0 | 124000 | 0.2403 | 0.84 | 0.9615 | 0.935 | 0.3254 | 0.8403 | 0.8457 | 0.337 | 0.8711 | 0.8742 | 0.3856 | 0.8781 | 0.8804 | 0.8314 | 0.8753 | 0.7929 | 0.8263 | 0.8958 | 0.921 |
|
| 192 |
+
| 0.2533 | 125.0 | 125000 | 0.2422 | 0.8363 | 0.9619 | 0.9322 | 0.3405 | 0.8376 | 0.8377 | 0.3355 | 0.8677 | 0.8709 | 0.4067 | 0.8744 | 0.8757 | 0.8245 | 0.8686 | 0.7883 | 0.8232 | 0.8962 | 0.9208 |
|
| 193 |
+
| 0.3822 | 126.0 | 126000 | 0.2427 | 0.8376 | 0.9645 | 0.9307 | 0.3178 | 0.8354 | 0.8477 | 0.3366 | 0.8695 | 0.8726 | 0.4005 | 0.8739 | 0.8793 | 0.8244 | 0.8696 | 0.7953 | 0.8299 | 0.8932 | 0.9182 |
|
| 194 |
+
| 0.3135 | 127.0 | 127000 | 0.2462 | 0.8335 | 0.9645 | 0.9305 | 0.3185 | 0.8314 | 0.8431 | 0.3348 | 0.8659 | 0.8691 | 0.4007 | 0.8697 | 0.8765 | 0.8224 | 0.8674 | 0.7884 | 0.8242 | 0.8898 | 0.9156 |
|
| 195 |
+
| 0.4718 | 128.0 | 128000 | 0.2414 | 0.8367 | 0.9644 | 0.9302 | 0.3142 | 0.8356 | 0.8441 | 0.3355 | 0.8685 | 0.8717 | 0.3959 | 0.8733 | 0.8785 | 0.8257 | 0.8702 | 0.7906 | 0.8258 | 0.8938 | 0.9191 |
|
| 196 |
+
| 0.2618 | 129.0 | 129000 | 0.2431 | 0.8372 | 0.9628 | 0.9374 | 0.3165 | 0.8355 | 0.8481 | 0.336 | 0.8684 | 0.8716 | 0.39 | 0.8742 | 0.88 | 0.8263 | 0.8688 | 0.7917 | 0.8268 | 0.8936 | 0.9191 |
|
| 197 |
+
| 0.3085 | 130.0 | 130000 | 0.2409 | 0.8389 | 0.9647 | 0.9338 | 0.3262 | 0.8395 | 0.8435 | 0.3365 | 0.8714 | 0.8748 | 0.4021 | 0.8795 | 0.8782 | 0.8298 | 0.8738 | 0.7931 | 0.8299 | 0.8938 | 0.9207 |
|
| 198 |
+
| 0.3682 | 131.0 | 131000 | 0.2402 | 0.8385 | 0.9641 | 0.9329 | 0.3243 | 0.8393 | 0.8421 | 0.3366 | 0.8699 | 0.8734 | 0.3914 | 0.8773 | 0.8787 | 0.8265 | 0.871 | 0.7923 | 0.8278 | 0.8966 | 0.9213 |
|
| 199 |
+
| 0.2999 | 132.0 | 132000 | 0.2411 | 0.8374 | 0.9641 | 0.9296 | 0.3115 | 0.8377 | 0.8448 | 0.3362 | 0.869 | 0.8722 | 0.3776 | 0.8761 | 0.8773 | 0.8243 | 0.8702 | 0.7922 | 0.8263 | 0.8957 | 0.9201 |
|
| 200 |
+
| 0.3393 | 133.0 | 133000 | 0.2399 | 0.839 | 0.9641 | 0.9345 | 0.3157 | 0.838 | 0.847 | 0.3372 | 0.87 | 0.8732 | 0.3913 | 0.8758 | 0.8797 | 0.8276 | 0.8706 | 0.7974 | 0.8309 | 0.8919 | 0.918 |
|
| 201 |
+
| 0.3064 | 134.0 | 134000 | 0.2377 | 0.8417 | 0.964 | 0.9382 | 0.3154 | 0.8393 | 0.8561 | 0.3387 | 0.8727 | 0.8754 | 0.3835 | 0.8772 | 0.8869 | 0.8329 | 0.8769 | 0.7981 | 0.8304 | 0.8943 | 0.9191 |
|
| 202 |
+
| 0.2612 | 135.0 | 135000 | 0.2375 | 0.8423 | 0.9644 | 0.9339 | 0.3126 | 0.842 | 0.849 | 0.3391 | 0.8727 | 0.8761 | 0.3803 | 0.8801 | 0.8812 | 0.8308 | 0.8748 | 0.7974 | 0.8314 | 0.8986 | 0.922 |
|
| 203 |
+
| 0.2906 | 136.0 | 136000 | 0.2385 | 0.8392 | 0.9641 | 0.9341 | 0.3276 | 0.8415 | 0.8443 | 0.3364 | 0.8705 | 0.874 | 0.3938 | 0.8796 | 0.8775 | 0.8299 | 0.8742 | 0.7909 | 0.8258 | 0.8969 | 0.9218 |
|
| 204 |
+
| 0.2954 | 137.0 | 137000 | 0.2363 | 0.8422 | 0.9641 | 0.9382 | 0.3286 | 0.8414 | 0.8493 | 0.3381 | 0.8725 | 0.8764 | 0.4059 | 0.8793 | 0.8806 | 0.8326 | 0.8757 | 0.7944 | 0.8304 | 0.8996 | 0.9231 |
|
| 205 |
+
| 0.304 | 138.0 | 138000 | 0.2413 | 0.8374 | 0.9641 | 0.934 | 0.3224 | 0.8376 | 0.8419 | 0.3362 | 0.8684 | 0.872 | 0.3962 | 0.8749 | 0.8758 | 0.8264 | 0.8712 | 0.7891 | 0.8253 | 0.8966 | 0.9195 |
|
| 206 |
+
| 0.2716 | 139.0 | 139000 | 0.2420 | 0.8401 | 0.964 | 0.9343 | 0.3285 | 0.8406 | 0.8493 | 0.3376 | 0.8709 | 0.8745 | 0.3978 | 0.8779 | 0.88 | 0.8264 | 0.8716 | 0.7967 | 0.8309 | 0.8971 | 0.9208 |
|
| 207 |
+
| 0.3027 | 140.0 | 140000 | 0.2401 | 0.8416 | 0.9644 | 0.9344 | 0.3279 | 0.8409 | 0.8482 | 0.3375 | 0.8715 | 0.8755 | 0.3965 | 0.8797 | 0.8787 | 0.8312 | 0.874 | 0.795 | 0.8304 | 0.8985 | 0.922 |
|
| 208 |
+
| 0.2667 | 141.0 | 141000 | 0.2400 | 0.8399 | 0.9641 | 0.9341 | 0.3252 | 0.8405 | 0.8463 | 0.3374 | 0.8704 | 0.8743 | 0.3943 | 0.8781 | 0.8801 | 0.8283 | 0.8728 | 0.7945 | 0.8294 | 0.8968 | 0.9208 |
|
| 209 |
+
| 0.2245 | 142.0 | 142000 | 0.2408 | 0.8404 | 0.9641 | 0.9337 | 0.3176 | 0.8406 | 0.8463 | 0.3371 | 0.8702 | 0.874 | 0.3929 | 0.8783 | 0.878 | 0.8276 | 0.8716 | 0.797 | 0.8304 | 0.8967 | 0.9201 |
|
| 210 |
+
| 0.3448 | 143.0 | 143000 | 0.2394 | 0.8421 | 0.9641 | 0.9344 | 0.3271 | 0.8427 | 0.851 | 0.3385 | 0.8725 | 0.8763 | 0.3978 | 0.8804 | 0.8815 | 0.8322 | 0.8753 | 0.7968 | 0.8325 | 0.8974 | 0.9213 |
|
| 211 |
+
| 0.3681 | 144.0 | 144000 | 0.2401 | 0.8413 | 0.9642 | 0.9341 | 0.3267 | 0.8413 | 0.8491 | 0.3377 | 0.8713 | 0.8749 | 0.396 | 0.879 | 0.8802 | 0.8309 | 0.8738 | 0.7958 | 0.8299 | 0.8974 | 0.921 |
|
| 212 |
+
| 0.2593 | 145.0 | 145000 | 0.2393 | 0.8414 | 0.9641 | 0.9344 | 0.3271 | 0.8411 | 0.8522 | 0.3378 | 0.8713 | 0.875 | 0.3947 | 0.879 | 0.8821 | 0.8313 | 0.8742 | 0.7955 | 0.8294 | 0.8973 | 0.9213 |
|
| 213 |
+
| 0.4266 | 146.0 | 146000 | 0.2398 | 0.8403 | 0.9641 | 0.934 | 0.3289 | 0.8405 | 0.8493 | 0.3368 | 0.8705 | 0.8745 | 0.4008 | 0.8786 | 0.8799 | 0.8302 | 0.8728 | 0.7933 | 0.8289 | 0.8974 | 0.9218 |
|
| 214 |
+
| 0.2411 | 147.0 | 147000 | 0.2392 | 0.8412 | 0.9641 | 0.934 | 0.3283 | 0.8403 | 0.8507 | 0.3374 | 0.8709 | 0.8747 | 0.3978 | 0.8787 | 0.8811 | 0.8315 | 0.8736 | 0.7949 | 0.8289 | 0.8973 | 0.9217 |
|
| 215 |
+
| 0.2675 | 148.0 | 148000 | 0.2393 | 0.8412 | 0.9641 | 0.934 | 0.3268 | 0.8407 | 0.8507 | 0.3374 | 0.871 | 0.8748 | 0.3947 | 0.879 | 0.881 | 0.8315 | 0.8738 | 0.795 | 0.8289 | 0.8973 | 0.9215 |
|
| 216 |
+
| 0.2945 | 149.0 | 149000 | 0.2394 | 0.8413 | 0.9641 | 0.9341 | 0.3268 | 0.8408 | 0.8507 | 0.3376 | 0.8711 | 0.8749 | 0.3947 | 0.8792 | 0.881 | 0.8309 | 0.8738 | 0.7956 | 0.8294 | 0.8973 | 0.9215 |
|
| 217 |
+
| 0.2848 | 150.0 | 150000 | 0.2394 | 0.8413 | 0.9641 | 0.9341 | 0.3268 | 0.8408 | 0.8507 | 0.3376 | 0.8711 | 0.8749 | 0.3947 | 0.8792 | 0.881 | 0.8309 | 0.8738 | 0.7956 | 0.8294 | 0.8973 | 0.9215 |
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
### Framework versions
|
| 221 |
+
|
| 222 |
+
- Transformers 4.46.1
|
| 223 |
+
- Pytorch 2.5.0+cu121
|
| 224 |
+
- Datasets 2.19.2
|
| 225 |
+
- Tokenizers 0.20.1
|
model.safetensors
CHANGED
|
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| 1 |
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| 2 |
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| 3 |
size 166496880
|
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| 1 |
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| 3 |
size 166496880
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runs/Oct31_23-55-06_6da3c302c778/events.out.tfevents.1730418907.6da3c302c778.1647.0
CHANGED
|
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
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| 3 |
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| 1 |
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size 1265169
|