End of training
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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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| 5 |
+
tags:
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| 6 |
+
- generated_from_trainer
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| 7 |
+
model-index:
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| 8 |
+
- name: chickens-composite-201010101010-150-epochs-w-transform
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| 9 |
+
results: []
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| 10 |
+
---
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| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# chickens-composite-201010101010-150-epochs-w-transform
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| 16 |
+
|
| 17 |
+
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 |
+
- Loss: 0.2975
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| 20 |
+
- Map: 0.776
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| 21 |
+
- Map 50: 0.9553
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| 22 |
+
- Map 75: 0.9037
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| 23 |
+
- Map Small: 0.3024
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| 24 |
+
- Map Medium: 0.7689
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| 25 |
+
- Map Large: 0.8175
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| 26 |
+
- Mar 1: 0.3029
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| 27 |
+
- Mar 10: 0.8101
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| 28 |
+
- Mar 100: 0.8143
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| 29 |
+
- Mar Small: 0.3347
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| 30 |
+
- Mar Medium: 0.8109
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| 31 |
+
- Mar Large: 0.8477
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| 32 |
+
- Map Chicken: 0.7778
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| 33 |
+
- Mar 100 Chicken: 0.8216
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| 34 |
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- Map Duck: 0.7035
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| 35 |
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- Mar 100 Duck: 0.7385
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| 36 |
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- Map Plant: 0.8467
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| 37 |
+
- Mar 100 Plant: 0.8828
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| 38 |
+
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| 39 |
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## Model description
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| 40 |
+
|
| 41 |
+
More information needed
|
| 42 |
+
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| 43 |
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## Intended uses & limitations
|
| 44 |
+
|
| 45 |
+
More information needed
|
| 46 |
+
|
| 47 |
+
## Training and evaluation data
|
| 48 |
+
|
| 49 |
+
More information needed
|
| 50 |
+
|
| 51 |
+
## Training procedure
|
| 52 |
+
|
| 53 |
+
### Training hyperparameters
|
| 54 |
+
|
| 55 |
+
The following hyperparameters were used during training:
|
| 56 |
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- learning_rate: 1e-05
|
| 57 |
+
- train_batch_size: 2
|
| 58 |
+
- eval_batch_size: 8
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| 59 |
+
- seed: 42
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| 60 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 61 |
+
- lr_scheduler_type: cosine
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| 62 |
+
- num_epochs: 150
|
| 63 |
+
|
| 64 |
+
### Training results
|
| 65 |
+
|
| 66 |
+
| 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 |
|
| 67 |
+
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:-----------:|:---------------:|:--------:|:------------:|:---------:|:-------------:|
|
| 68 |
+
| 1.4015 | 1.0 | 350 | 1.6223 | 0.0731 | 0.1264 | 0.0779 | 0.0 | 0.037 | 0.1336 | 0.0509 | 0.213 | 0.2862 | 0.0 | 0.2222 | 0.3151 | 0.0601 | 0.3724 | 0.0 | 0.0 | 0.1591 | 0.4862 |
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| 69 |
+
| 1.3304 | 2.0 | 700 | 1.3527 | 0.0857 | 0.1237 | 0.0981 | 0.0031 | 0.0206 | 0.1401 | 0.0706 | 0.2057 | 0.3043 | 0.0458 | 0.2488 | 0.3303 | 0.0287 | 0.1681 | 0.0 | 0.0 | 0.2283 | 0.7448 |
|
| 70 |
+
| 1.2364 | 3.0 | 1050 | 1.2735 | 0.1332 | 0.1913 | 0.1536 | 0.0016 | 0.044 | 0.1722 | 0.0822 | 0.2264 | 0.2923 | 0.0542 | 0.2517 | 0.2954 | 0.0214 | 0.1114 | 0.0 | 0.0 | 0.378 | 0.7657 |
|
| 71 |
+
| 1.2061 | 4.0 | 1400 | 1.1804 | 0.185 | 0.2661 | 0.2162 | 0.0095 | 0.061 | 0.2246 | 0.0791 | 0.2487 | 0.2697 | 0.0792 | 0.2316 | 0.2708 | 0.021 | 0.0703 | 0.0 | 0.0 | 0.534 | 0.7389 |
|
| 72 |
+
| 1.1017 | 5.0 | 1750 | 1.0807 | 0.2234 | 0.3147 | 0.2598 | 0.0063 | 0.1273 | 0.2447 | 0.0998 | 0.2939 | 0.3097 | 0.0458 | 0.2816 | 0.289 | 0.0772 | 0.1751 | 0.0 | 0.0 | 0.5929 | 0.754 |
|
| 73 |
+
| 0.961 | 6.0 | 2100 | 1.0394 | 0.2444 | 0.3482 | 0.2877 | 0.0422 | 0.1562 | 0.2637 | 0.1053 | 0.316 | 0.3257 | 0.15 | 0.3029 | 0.3035 | 0.1075 | 0.247 | 0.0 | 0.0 | 0.6256 | 0.7301 |
|
| 74 |
+
| 1.0604 | 7.0 | 2450 | 1.0072 | 0.2696 | 0.3797 | 0.3146 | 0.0116 | 0.1993 | 0.2941 | 0.1062 | 0.3387 | 0.3414 | 0.0625 | 0.3076 | 0.3341 | 0.1639 | 0.2973 | 0.0 | 0.0 | 0.6451 | 0.7268 |
|
| 75 |
+
| 0.9828 | 8.0 | 2800 | 0.9735 | 0.3228 | 0.4682 | 0.3684 | 0.0274 | 0.2773 | 0.329 | 0.1177 | 0.4097 | 0.4157 | 0.0667 | 0.3937 | 0.4051 | 0.2995 | 0.5119 | 0.0 | 0.0 | 0.6689 | 0.7351 |
|
| 76 |
+
| 0.9783 | 9.0 | 3150 | 0.9098 | 0.3259 | 0.4752 | 0.3836 | 0.0058 | 0.2781 | 0.3507 | 0.1163 | 0.4218 | 0.4295 | 0.0458 | 0.3973 | 0.4243 | 0.2965 | 0.5416 | 0.0 | 0.0 | 0.6811 | 0.7469 |
|
| 77 |
+
| 0.8591 | 10.0 | 3500 | 0.8607 | 0.3583 | 0.5239 | 0.4245 | 0.0219 | 0.3264 | 0.382 | 0.1172 | 0.4577 | 0.4629 | 0.1125 | 0.442 | 0.4668 | 0.4081 | 0.6616 | 0.0 | 0.0 | 0.6668 | 0.7272 |
|
| 78 |
+
| 0.9684 | 11.0 | 3850 | 0.8250 | 0.3463 | 0.4889 | 0.403 | 0.0029 | 0.3009 | 0.3763 | 0.1204 | 0.4592 | 0.4703 | 0.05 | 0.441 | 0.4834 | 0.3604 | 0.6578 | 0.0 | 0.0 | 0.6784 | 0.7531 |
|
| 79 |
+
| 0.7974 | 12.0 | 4200 | 0.7572 | 0.3763 | 0.5392 | 0.4355 | 0.0201 | 0.3315 | 0.4073 | 0.1202 | 0.4752 | 0.4828 | 0.0667 | 0.4484 | 0.5146 | 0.4459 | 0.6995 | 0.0 | 0.0 | 0.683 | 0.749 |
|
| 80 |
+
| 0.9251 | 13.0 | 4550 | 0.8174 | 0.3836 | 0.5534 | 0.4489 | 0.0182 | 0.3402 | 0.4084 | 0.1256 | 0.472 | 0.4744 | 0.0958 | 0.4455 | 0.4968 | 0.4663 | 0.6838 | 0.0 | 0.0 | 0.6846 | 0.7393 |
|
| 81 |
+
| 0.6452 | 14.0 | 4900 | 0.7647 | 0.3911 | 0.555 | 0.4545 | 0.0541 | 0.3545 | 0.4092 | 0.1268 | 0.4828 | 0.4908 | 0.125 | 0.465 | 0.5067 | 0.4792 | 0.7168 | 0.0 | 0.0 | 0.6942 | 0.7556 |
|
| 82 |
+
| 0.811 | 15.0 | 5250 | 0.7892 | 0.3914 | 0.5657 | 0.4546 | 0.0211 | 0.3425 | 0.4176 | 0.1308 | 0.4679 | 0.4737 | 0.0583 | 0.4379 | 0.4973 | 0.4858 | 0.6643 | 0.0 | 0.0 | 0.6884 | 0.7569 |
|
| 83 |
+
| 0.7441 | 16.0 | 5600 | 0.6832 | 0.4031 | 0.5674 | 0.4806 | 0.0188 | 0.357 | 0.4267 | 0.1274 | 0.49 | 0.4988 | 0.1417 | 0.459 | 0.5234 | 0.4941 | 0.7205 | 0.0 | 0.0 | 0.7153 | 0.7757 |
|
| 84 |
+
| 0.7059 | 17.0 | 5950 | 0.6710 | 0.4046 | 0.5732 | 0.4775 | 0.0451 | 0.3559 | 0.4176 | 0.1269 | 0.4867 | 0.4921 | 0.1417 | 0.4571 | 0.5155 | 0.4877 | 0.7 | 0.0 | 0.0015 | 0.726 | 0.7749 |
|
| 85 |
+
| 0.6968 | 18.0 | 6300 | 0.7010 | 0.3908 | 0.5742 | 0.4667 | 0.0249 | 0.3462 | 0.414 | 0.123 | 0.4627 | 0.4723 | 0.1375 | 0.4367 | 0.4901 | 0.4805 | 0.6735 | 0.0 | 0.0 | 0.6918 | 0.7435 |
|
| 86 |
+
| 0.9007 | 19.0 | 6650 | 0.6574 | 0.4006 | 0.5705 | 0.4698 | 0.0228 | 0.3679 | 0.4237 | 0.127 | 0.4826 | 0.4873 | 0.1083 | 0.4574 | 0.5214 | 0.4835 | 0.6897 | 0.0018 | 0.0108 | 0.7166 | 0.7615 |
|
| 87 |
+
| 0.6598 | 20.0 | 7000 | 0.6620 | 0.4129 | 0.571 | 0.4961 | 0.0867 | 0.376 | 0.4058 | 0.1297 | 0.4912 | 0.4972 | 0.1583 | 0.4654 | 0.5031 | 0.5112 | 0.7011 | 0.001 | 0.0077 | 0.7267 | 0.7828 |
|
| 88 |
+
| 0.6775 | 21.0 | 7350 | 0.6212 | 0.4181 | 0.5838 | 0.4786 | 0.1091 | 0.3748 | 0.4463 | 0.1355 | 0.4945 | 0.5006 | 0.1667 | 0.4661 | 0.5274 | 0.5058 | 0.7022 | 0.0099 | 0.0077 | 0.7387 | 0.7921 |
|
| 89 |
+
| 0.7116 | 22.0 | 7700 | 0.6413 | 0.4356 | 0.5963 | 0.5087 | 0.0639 | 0.3964 | 0.4662 | 0.1357 | 0.5039 | 0.5096 | 0.175 | 0.4705 | 0.5478 | 0.5642 | 0.733 | 0.0069 | 0.0108 | 0.7358 | 0.7849 |
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| 90 |
+
| 0.6683 | 23.0 | 8050 | 0.6176 | 0.4366 | 0.5973 | 0.5318 | 0.117 | 0.3984 | 0.4514 | 0.1318 | 0.4979 | 0.5051 | 0.1958 | 0.4741 | 0.5288 | 0.5704 | 0.7227 | 0.0 | 0.0 | 0.7394 | 0.7925 |
|
| 91 |
+
| 0.6173 | 24.0 | 8400 | 0.6898 | 0.4073 | 0.5832 | 0.4957 | 0.1175 | 0.3651 | 0.4295 | 0.1334 | 0.4789 | 0.4827 | 0.1833 | 0.4447 | 0.5203 | 0.5061 | 0.6741 | 0.0012 | 0.0138 | 0.7147 | 0.7603 |
|
| 92 |
+
| 0.7656 | 25.0 | 8750 | 0.6743 | 0.4172 | 0.5985 | 0.4949 | 0.0938 | 0.382 | 0.4159 | 0.1235 | 0.4816 | 0.4891 | 0.2083 | 0.4657 | 0.4935 | 0.5175 | 0.6714 | 0.0007 | 0.0077 | 0.7332 | 0.7883 |
|
| 93 |
+
| 0.7286 | 26.0 | 9100 | 0.6246 | 0.4313 | 0.6086 | 0.5104 | 0.0967 | 0.3909 | 0.4659 | 0.1462 | 0.5096 | 0.5129 | 0.1333 | 0.473 | 0.5574 | 0.5719 | 0.7216 | 0.0106 | 0.0523 | 0.7113 | 0.7649 |
|
| 94 |
+
| 0.6441 | 27.0 | 9450 | 0.5930 | 0.4447 | 0.6055 | 0.5258 | 0.1523 | 0.3983 | 0.4661 | 0.1356 | 0.5053 | 0.5126 | 0.2417 | 0.4755 | 0.5325 | 0.5773 | 0.7276 | 0.002 | 0.0031 | 0.7547 | 0.8071 |
|
| 95 |
+
| 0.651 | 28.0 | 9800 | 0.6006 | 0.4415 | 0.601 | 0.4975 | 0.0922 | 0.4016 | 0.4779 | 0.1338 | 0.5053 | 0.5115 | 0.1583 | 0.477 | 0.542 | 0.5672 | 0.7281 | 0.0 | 0.0 | 0.7575 | 0.8063 |
|
| 96 |
+
| 0.5137 | 29.0 | 10150 | 0.6239 | 0.4396 | 0.608 | 0.5041 | 0.0615 | 0.398 | 0.4678 | 0.1336 | 0.4979 | 0.5035 | 0.1625 | 0.4708 | 0.5345 | 0.5793 | 0.7205 | 0.0012 | 0.0046 | 0.7382 | 0.7854 |
|
| 97 |
+
| 0.6163 | 30.0 | 10500 | 0.5765 | 0.4481 | 0.618 | 0.5296 | 0.06 | 0.4093 | 0.478 | 0.1363 | 0.501 | 0.5056 | 0.1375 | 0.4702 | 0.5379 | 0.5884 | 0.7157 | 0.0002 | 0.0015 | 0.7558 | 0.7996 |
|
| 98 |
+
| 0.5929 | 31.0 | 10850 | 0.5546 | 0.4725 | 0.6243 | 0.5649 | 0.1042 | 0.4247 | 0.5053 | 0.1429 | 0.5154 | 0.5243 | 0.2333 | 0.4833 | 0.5631 | 0.6445 | 0.7508 | 0.0 | 0.0 | 0.773 | 0.8222 |
|
| 99 |
+
| 0.6341 | 32.0 | 11200 | 0.5550 | 0.4694 | 0.6319 | 0.5652 | 0.099 | 0.431 | 0.4864 | 0.1431 | 0.5118 | 0.5164 | 0.2375 | 0.4821 | 0.536 | 0.6453 | 0.7416 | 0.002 | 0.0031 | 0.7609 | 0.8046 |
|
| 100 |
+
| 0.5382 | 33.0 | 11550 | 0.5301 | 0.4826 | 0.6686 | 0.565 | 0.1157 | 0.4468 | 0.5038 | 0.1521 | 0.5268 | 0.5312 | 0.1917 | 0.5007 | 0.5459 | 0.6525 | 0.7378 | 0.0261 | 0.0415 | 0.7693 | 0.8142 |
|
| 101 |
+
| 0.6319 | 34.0 | 11900 | 0.5459 | 0.4745 | 0.6429 | 0.5585 | 0.1157 | 0.4352 | 0.4948 | 0.1465 | 0.5139 | 0.521 | 0.2333 | 0.4819 | 0.5443 | 0.6451 | 0.7357 | 0.0118 | 0.0185 | 0.7666 | 0.8088 |
|
| 102 |
+
| 0.5791 | 35.0 | 12250 | 0.5426 | 0.4938 | 0.6786 | 0.5782 | 0.1625 | 0.4568 | 0.5391 | 0.1691 | 0.5562 | 0.5636 | 0.2917 | 0.5256 | 0.608 | 0.6614 | 0.7411 | 0.0507 | 0.1338 | 0.7693 | 0.8159 |
|
| 103 |
+
| 0.6093 | 36.0 | 12600 | 0.5230 | 0.4876 | 0.6655 | 0.5737 | 0.1815 | 0.4426 | 0.5191 | 0.1512 | 0.5362 | 0.5435 | 0.2958 | 0.5061 | 0.5667 | 0.6688 | 0.7535 | 0.0234 | 0.0585 | 0.7704 | 0.8184 |
|
| 104 |
+
| 0.5854 | 37.0 | 12950 | 0.5303 | 0.487 | 0.6786 | 0.5749 | 0.1405 | 0.4664 | 0.4994 | 0.1533 | 0.5285 | 0.5382 | 0.2333 | 0.52 | 0.5525 | 0.6514 | 0.733 | 0.0504 | 0.0754 | 0.7592 | 0.8063 |
|
| 105 |
+
| 0.5897 | 38.0 | 13300 | 0.5234 | 0.5375 | 0.7548 | 0.6217 | 0.153 | 0.5249 | 0.534 | 0.1855 | 0.5919 | 0.5955 | 0.2208 | 0.5888 | 0.5844 | 0.6594 | 0.7297 | 0.1785 | 0.2354 | 0.7746 | 0.8213 |
|
| 106 |
+
| 0.6085 | 39.0 | 13650 | 0.5286 | 0.5221 | 0.7329 | 0.6022 | 0.1777 | 0.4899 | 0.5307 | 0.1756 | 0.5782 | 0.5872 | 0.3083 | 0.5628 | 0.5936 | 0.637 | 0.7059 | 0.1514 | 0.2323 | 0.778 | 0.8234 |
|
| 107 |
+
| 0.5987 | 40.0 | 14000 | 0.5026 | 0.6007 | 0.8007 | 0.7017 | 0.0701 | 0.575 | 0.6082 | 0.2161 | 0.641 | 0.65 | 0.1583 | 0.6284 | 0.6654 | 0.6862 | 0.7449 | 0.3459 | 0.3954 | 0.77 | 0.8096 |
|
| 108 |
+
| 0.6375 | 41.0 | 14350 | 0.4839 | 0.6234 | 0.8405 | 0.7077 | 0.1601 | 0.611 | 0.5966 | 0.2305 | 0.6674 | 0.6747 | 0.2694 | 0.665 | 0.6393 | 0.6765 | 0.7432 | 0.4108 | 0.4615 | 0.783 | 0.8192 |
|
| 109 |
+
| 0.5196 | 42.0 | 14700 | 0.4946 | 0.6597 | 0.8971 | 0.7776 | 0.1203 | 0.6492 | 0.6616 | 0.2678 | 0.7068 | 0.7104 | 0.25 | 0.7015 | 0.7165 | 0.6663 | 0.7216 | 0.5288 | 0.5862 | 0.7842 | 0.8234 |
|
| 110 |
+
| 0.6201 | 43.0 | 15050 | 0.4747 | 0.6575 | 0.8965 | 0.7788 | 0.128 | 0.6487 | 0.6622 | 0.2554 | 0.7108 | 0.7142 | 0.2611 | 0.7053 | 0.7295 | 0.6691 | 0.7308 | 0.5213 | 0.5908 | 0.782 | 0.8209 |
|
| 111 |
+
| 0.6425 | 44.0 | 15400 | 0.4644 | 0.677 | 0.8952 | 0.8202 | 0.1405 | 0.6713 | 0.689 | 0.258 | 0.7204 | 0.7237 | 0.2042 | 0.7202 | 0.7215 | 0.7091 | 0.7638 | 0.5395 | 0.5846 | 0.7823 | 0.8226 |
|
| 112 |
+
| 0.6206 | 45.0 | 15750 | 0.4516 | 0.6604 | 0.9031 | 0.7835 | 0.1947 | 0.6629 | 0.6599 | 0.259 | 0.7179 | 0.7207 | 0.2542 | 0.7277 | 0.6962 | 0.687 | 0.7481 | 0.5097 | 0.5877 | 0.7844 | 0.8264 |
|
| 113 |
+
| 0.5001 | 46.0 | 16100 | 0.4551 | 0.6782 | 0.9126 | 0.8187 | 0.2606 | 0.6633 | 0.7248 | 0.2623 | 0.722 | 0.7262 | 0.2875 | 0.7149 | 0.7613 | 0.6951 | 0.7481 | 0.5637 | 0.6092 | 0.7757 | 0.8213 |
|
| 114 |
+
| 0.5677 | 47.0 | 16450 | 0.4636 | 0.6845 | 0.921 | 0.8275 | 0.1943 | 0.6686 | 0.7419 | 0.269 | 0.7221 | 0.7307 | 0.2625 | 0.7206 | 0.7832 | 0.6948 | 0.7465 | 0.5848 | 0.6277 | 0.7739 | 0.818 |
|
| 115 |
+
| 0.5983 | 48.0 | 16800 | 0.4499 | 0.688 | 0.9201 | 0.8086 | 0.1483 | 0.6765 | 0.7213 | 0.2747 | 0.7312 | 0.735 | 0.2292 | 0.7285 | 0.7601 | 0.6915 | 0.7492 | 0.5879 | 0.6308 | 0.7846 | 0.8251 |
|
| 116 |
+
| 0.5536 | 49.0 | 17150 | 0.4433 | 0.6963 | 0.9324 | 0.848 | 0.1873 | 0.6879 | 0.7475 | 0.2787 | 0.7422 | 0.7455 | 0.2417 | 0.7428 | 0.7798 | 0.6874 | 0.7454 | 0.6187 | 0.6631 | 0.7827 | 0.828 |
|
| 117 |
+
| 0.5126 | 50.0 | 17500 | 0.4459 | 0.6854 | 0.9285 | 0.8089 | 0.1594 | 0.6739 | 0.7289 | 0.2755 | 0.733 | 0.7381 | 0.2583 | 0.7288 | 0.7768 | 0.6833 | 0.7422 | 0.6008 | 0.6538 | 0.7721 | 0.8184 |
|
| 118 |
+
| 0.4895 | 51.0 | 17850 | 0.4430 | 0.6927 | 0.9286 | 0.7998 | 0.1293 | 0.6822 | 0.7355 | 0.2755 | 0.7336 | 0.7377 | 0.2472 | 0.7279 | 0.7761 | 0.6859 | 0.7389 | 0.6172 | 0.66 | 0.775 | 0.8142 |
|
| 119 |
+
| 0.5019 | 52.0 | 18200 | 0.4188 | 0.6973 | 0.9156 | 0.8225 | 0.1778 | 0.6843 | 0.7255 | 0.2709 | 0.7375 | 0.7418 | 0.3042 | 0.7284 | 0.7771 | 0.7109 | 0.7649 | 0.5945 | 0.6385 | 0.7864 | 0.8222 |
|
| 120 |
+
| 0.4635 | 53.0 | 18550 | 0.4386 | 0.6864 | 0.9184 | 0.8136 | 0.2141 | 0.6724 | 0.7268 | 0.2635 | 0.7309 | 0.7344 | 0.2917 | 0.7237 | 0.7653 | 0.6954 | 0.753 | 0.5759 | 0.6231 | 0.7878 | 0.8272 |
|
| 121 |
+
| 0.53 | 54.0 | 18900 | 0.4101 | 0.6987 | 0.935 | 0.831 | 0.183 | 0.6723 | 0.7558 | 0.2682 | 0.7419 | 0.7468 | 0.2806 | 0.7268 | 0.7938 | 0.6862 | 0.747 | 0.611 | 0.6569 | 0.7989 | 0.8364 |
|
| 122 |
+
| 0.3912 | 55.0 | 19250 | 0.4047 | 0.7052 | 0.9364 | 0.8331 | 0.1803 | 0.6879 | 0.7368 | 0.2777 | 0.7462 | 0.7518 | 0.2875 | 0.7422 | 0.7696 | 0.7061 | 0.7627 | 0.6105 | 0.6508 | 0.799 | 0.8418 |
|
| 123 |
+
| 0.4196 | 56.0 | 19600 | 0.3918 | 0.7121 | 0.9409 | 0.8263 | 0.2154 | 0.6994 | 0.7414 | 0.2832 | 0.7538 | 0.7588 | 0.2542 | 0.7477 | 0.7848 | 0.6904 | 0.7497 | 0.6406 | 0.6831 | 0.8053 | 0.8435 |
|
| 124 |
+
| 0.4695 | 57.0 | 19950 | 0.3751 | 0.7179 | 0.9405 | 0.8433 | 0.1949 | 0.7119 | 0.753 | 0.282 | 0.7606 | 0.7653 | 0.2583 | 0.7658 | 0.7947 | 0.7241 | 0.7778 | 0.6225 | 0.6708 | 0.8071 | 0.8473 |
|
| 125 |
+
| 0.432 | 58.0 | 20300 | 0.4059 | 0.6973 | 0.9353 | 0.8266 | 0.1685 | 0.6833 | 0.7306 | 0.2677 | 0.7411 | 0.7467 | 0.25 | 0.7378 | 0.7835 | 0.7025 | 0.7616 | 0.5965 | 0.6415 | 0.7929 | 0.8368 |
|
| 126 |
+
| 0.4664 | 59.0 | 20650 | 0.4190 | 0.6831 | 0.9366 | 0.8001 | 0.2139 | 0.6734 | 0.7117 | 0.2701 | 0.743 | 0.7492 | 0.3403 | 0.7367 | 0.7794 | 0.6592 | 0.7319 | 0.5967 | 0.6769 | 0.7936 | 0.8389 |
|
| 127 |
+
| 0.4202 | 60.0 | 21000 | 0.3975 | 0.718 | 0.9382 | 0.8345 | 0.2012 | 0.7137 | 0.754 | 0.2864 | 0.7605 | 0.7664 | 0.2597 | 0.7633 | 0.7968 | 0.7311 | 0.7789 | 0.6254 | 0.68 | 0.7976 | 0.8402 |
|
| 128 |
+
| 0.4697 | 61.0 | 21350 | 0.3969 | 0.7085 | 0.9339 | 0.8368 | 0.2817 | 0.697 | 0.7559 | 0.2763 | 0.7493 | 0.7547 | 0.3083 | 0.75 | 0.7983 | 0.7257 | 0.7768 | 0.5953 | 0.6431 | 0.8045 | 0.8444 |
|
| 129 |
+
| 0.4766 | 62.0 | 21700 | 0.3912 | 0.7324 | 0.944 | 0.8479 | 0.2239 | 0.7227 | 0.7739 | 0.285 | 0.7731 | 0.7787 | 0.3458 | 0.7729 | 0.8189 | 0.7392 | 0.7876 | 0.6444 | 0.6938 | 0.8135 | 0.8548 |
|
| 130 |
+
| 0.5348 | 63.0 | 22050 | 0.4089 | 0.7171 | 0.9399 | 0.8457 | 0.2197 | 0.6999 | 0.7707 | 0.2848 | 0.7551 | 0.7609 | 0.2972 | 0.752 | 0.8049 | 0.7181 | 0.7686 | 0.6393 | 0.6862 | 0.7939 | 0.828 |
|
| 131 |
+
| 0.4411 | 64.0 | 22400 | 0.3839 | 0.7136 | 0.9221 | 0.8386 | 0.2142 | 0.6964 | 0.7817 | 0.281 | 0.7555 | 0.7599 | 0.3 | 0.7479 | 0.824 | 0.7251 | 0.7805 | 0.599 | 0.6462 | 0.8168 | 0.8531 |
|
| 132 |
+
| 0.515 | 65.0 | 22750 | 0.3916 | 0.7188 | 0.9328 | 0.8476 | 0.246 | 0.7069 | 0.7728 | 0.2823 | 0.7571 | 0.761 | 0.3083 | 0.7549 | 0.8045 | 0.7311 | 0.7773 | 0.625 | 0.6631 | 0.8002 | 0.8427 |
|
| 133 |
+
| 0.4149 | 66.0 | 23100 | 0.3791 | 0.7229 | 0.9347 | 0.8742 | 0.2479 | 0.7118 | 0.7682 | 0.2787 | 0.7656 | 0.7694 | 0.3431 | 0.7588 | 0.8183 | 0.7257 | 0.7816 | 0.6256 | 0.6692 | 0.8173 | 0.8573 |
|
| 134 |
+
| 0.4423 | 67.0 | 23450 | 0.3892 | 0.733 | 0.9353 | 0.8591 | 0.2376 | 0.7209 | 0.7761 | 0.2911 | 0.7717 | 0.7762 | 0.3333 | 0.7658 | 0.8147 | 0.7347 | 0.7876 | 0.6544 | 0.6938 | 0.8099 | 0.8473 |
|
| 135 |
+
| 0.5056 | 68.0 | 23800 | 0.3703 | 0.739 | 0.9434 | 0.8816 | 0.2454 | 0.7267 | 0.7895 | 0.2912 | 0.7782 | 0.7834 | 0.3681 | 0.7753 | 0.8227 | 0.7363 | 0.7859 | 0.6674 | 0.7154 | 0.8131 | 0.849 |
|
| 136 |
+
| 0.4528 | 69.0 | 24150 | 0.3878 | 0.7179 | 0.9405 | 0.8289 | 0.2635 | 0.7022 | 0.7609 | 0.287 | 0.7622 | 0.7679 | 0.3319 | 0.7579 | 0.7985 | 0.7037 | 0.7551 | 0.6305 | 0.6892 | 0.8196 | 0.8594 |
|
| 137 |
+
| 0.488 | 70.0 | 24500 | 0.3665 | 0.7358 | 0.9358 | 0.8612 | 0.1846 | 0.7237 | 0.8002 | 0.2857 | 0.7726 | 0.7781 | 0.2764 | 0.7696 | 0.8338 | 0.7373 | 0.7854 | 0.656 | 0.6923 | 0.8141 | 0.8565 |
|
| 138 |
+
| 0.4911 | 71.0 | 24850 | 0.3742 | 0.732 | 0.9426 | 0.8599 | 0.2712 | 0.7253 | 0.7568 | 0.2891 | 0.768 | 0.773 | 0.3292 | 0.7725 | 0.794 | 0.7239 | 0.7768 | 0.6607 | 0.6923 | 0.8114 | 0.8498 |
|
| 139 |
+
| 0.517 | 72.0 | 25200 | 0.3744 | 0.7242 | 0.9268 | 0.8444 | 0.2803 | 0.7068 | 0.7958 | 0.2807 | 0.766 | 0.7722 | 0.3611 | 0.7574 | 0.8345 | 0.7385 | 0.7962 | 0.629 | 0.6769 | 0.8052 | 0.8435 |
|
| 140 |
+
| 0.5344 | 73.0 | 25550 | 0.3824 | 0.7233 | 0.9412 | 0.8574 | 0.24 | 0.7044 | 0.7595 | 0.2847 | 0.764 | 0.7713 | 0.3361 | 0.7542 | 0.8068 | 0.7125 | 0.7649 | 0.6431 | 0.6985 | 0.8142 | 0.8506 |
|
| 141 |
+
| 0.4292 | 74.0 | 25900 | 0.3551 | 0.7303 | 0.948 | 0.8483 | 0.2411 | 0.7229 | 0.7523 | 0.2896 | 0.7727 | 0.7788 | 0.3694 | 0.7734 | 0.7878 | 0.7327 | 0.7865 | 0.6445 | 0.6969 | 0.8138 | 0.8531 |
|
| 142 |
+
| 0.4941 | 75.0 | 26250 | 0.3586 | 0.7332 | 0.9367 | 0.8555 | 0.212 | 0.716 | 0.7782 | 0.2862 | 0.7714 | 0.7775 | 0.3708 | 0.7611 | 0.8171 | 0.7346 | 0.7892 | 0.6423 | 0.6846 | 0.8228 | 0.8586 |
|
| 143 |
+
| 0.433 | 76.0 | 26600 | 0.3784 | 0.7205 | 0.9407 | 0.8413 | 0.2176 | 0.7119 | 0.7569 | 0.2884 | 0.7628 | 0.7691 | 0.3569 | 0.7612 | 0.7945 | 0.7145 | 0.7741 | 0.6521 | 0.6969 | 0.7951 | 0.8364 |
|
| 144 |
+
| 0.3602 | 77.0 | 26950 | 0.3571 | 0.7429 | 0.9484 | 0.8797 | 0.238 | 0.7339 | 0.7756 | 0.2939 | 0.7814 | 0.7866 | 0.3431 | 0.7795 | 0.8153 | 0.7461 | 0.7962 | 0.6758 | 0.72 | 0.8067 | 0.8435 |
|
| 145 |
+
| 0.5168 | 78.0 | 27300 | 0.3580 | 0.732 | 0.9512 | 0.8732 | 0.2239 | 0.725 | 0.7628 | 0.2918 | 0.775 | 0.7798 | 0.325 | 0.7697 | 0.8062 | 0.7216 | 0.7735 | 0.6649 | 0.7169 | 0.8094 | 0.849 |
|
| 146 |
+
| 0.4287 | 79.0 | 27650 | 0.3531 | 0.7378 | 0.9356 | 0.868 | 0.223 | 0.7154 | 0.8017 | 0.2856 | 0.7741 | 0.7781 | 0.3292 | 0.7575 | 0.8337 | 0.75 | 0.8032 | 0.649 | 0.6815 | 0.8142 | 0.8494 |
|
| 147 |
+
| 0.4838 | 80.0 | 28000 | 0.3632 | 0.7289 | 0.9457 | 0.8408 | 0.2269 | 0.7157 | 0.758 | 0.2868 | 0.7738 | 0.7787 | 0.3069 | 0.7668 | 0.8026 | 0.7357 | 0.7876 | 0.6467 | 0.7062 | 0.8044 | 0.8423 |
|
| 148 |
+
| 0.3844 | 81.0 | 28350 | 0.3603 | 0.7311 | 0.9351 | 0.8466 | 0.3043 | 0.7198 | 0.7787 | 0.2811 | 0.7659 | 0.7734 | 0.3625 | 0.7657 | 0.8154 | 0.7447 | 0.7903 | 0.6253 | 0.6677 | 0.8232 | 0.8623 |
|
| 149 |
+
| 0.3887 | 82.0 | 28700 | 0.3477 | 0.7471 | 0.9451 | 0.8617 | 0.29 | 0.7337 | 0.7957 | 0.2904 | 0.7833 | 0.7889 | 0.3458 | 0.7784 | 0.8352 | 0.76 | 0.8038 | 0.6526 | 0.6985 | 0.8288 | 0.8644 |
|
| 150 |
+
| 0.422 | 83.0 | 29050 | 0.3432 | 0.7492 | 0.9564 | 0.8753 | 0.3003 | 0.7328 | 0.7857 | 0.2914 | 0.7909 | 0.7942 | 0.3597 | 0.7773 | 0.8278 | 0.7519 | 0.8049 | 0.6699 | 0.7154 | 0.8258 | 0.8623 |
|
| 151 |
+
| 0.4219 | 84.0 | 29400 | 0.3515 | 0.7418 | 0.9475 | 0.9055 | 0.294 | 0.7297 | 0.7856 | 0.2908 | 0.7823 | 0.7876 | 0.3556 | 0.7794 | 0.8159 | 0.7394 | 0.7919 | 0.6644 | 0.7108 | 0.8216 | 0.8603 |
|
| 152 |
+
| 0.429 | 85.0 | 29750 | 0.3381 | 0.7523 | 0.9483 | 0.895 | 0.3192 | 0.7365 | 0.8041 | 0.2935 | 0.7933 | 0.7985 | 0.3875 | 0.7841 | 0.841 | 0.7576 | 0.8076 | 0.677 | 0.7262 | 0.8222 | 0.8619 |
|
| 153 |
+
| 0.457 | 86.0 | 30100 | 0.3434 | 0.7485 | 0.9477 | 0.8982 | 0.3254 | 0.734 | 0.7861 | 0.2916 | 0.7886 | 0.7938 | 0.4111 | 0.7803 | 0.8199 | 0.7415 | 0.7897 | 0.6769 | 0.7246 | 0.8271 | 0.8669 |
|
| 154 |
+
| 0.4805 | 87.0 | 30450 | 0.3396 | 0.7527 | 0.9491 | 0.8731 | 0.2913 | 0.7379 | 0.7962 | 0.2953 | 0.791 | 0.7974 | 0.3806 | 0.7856 | 0.8398 | 0.7607 | 0.7973 | 0.6669 | 0.7262 | 0.8304 | 0.8686 |
|
| 155 |
+
| 0.5091 | 88.0 | 30800 | 0.3460 | 0.7494 | 0.955 | 0.8928 | 0.3707 | 0.7286 | 0.7815 | 0.2891 | 0.7873 | 0.7918 | 0.4542 | 0.7713 | 0.8255 | 0.749 | 0.7957 | 0.6717 | 0.7154 | 0.8274 | 0.8644 |
|
| 156 |
+
| 0.384 | 89.0 | 31150 | 0.3321 | 0.7612 | 0.956 | 0.8905 | 0.3394 | 0.7421 | 0.7949 | 0.2938 | 0.7984 | 0.8033 | 0.4056 | 0.7859 | 0.8393 | 0.77 | 0.8151 | 0.6863 | 0.7323 | 0.8272 | 0.8623 |
|
| 157 |
+
| 0.3461 | 90.0 | 31500 | 0.3449 | 0.7479 | 0.9489 | 0.9036 | 0.2912 | 0.7337 | 0.7889 | 0.2911 | 0.7872 | 0.7917 | 0.3736 | 0.779 | 0.8273 | 0.7508 | 0.8005 | 0.6669 | 0.7123 | 0.8259 | 0.8623 |
|
| 158 |
+
| 0.3522 | 91.0 | 31850 | 0.3477 | 0.7454 | 0.9489 | 0.9094 | 0.2996 | 0.7248 | 0.7908 | 0.2867 | 0.7835 | 0.7882 | 0.3931 | 0.7685 | 0.8328 | 0.7475 | 0.7968 | 0.6608 | 0.7046 | 0.828 | 0.8632 |
|
| 159 |
+
| 0.4073 | 92.0 | 32200 | 0.3417 | 0.7573 | 0.9536 | 0.88 | 0.3281 | 0.7373 | 0.8216 | 0.2923 | 0.7948 | 0.7988 | 0.3806 | 0.7803 | 0.8521 | 0.7564 | 0.7962 | 0.6851 | 0.7323 | 0.8304 | 0.8678 |
|
| 160 |
+
| 0.3508 | 93.0 | 32550 | 0.3322 | 0.7535 | 0.9553 | 0.902 | 0.3025 | 0.739 | 0.7892 | 0.2932 | 0.7922 | 0.7972 | 0.4083 | 0.7845 | 0.8239 | 0.7578 | 0.7995 | 0.6795 | 0.7292 | 0.8231 | 0.8628 |
|
| 161 |
+
| 0.4263 | 94.0 | 32900 | 0.3284 | 0.7634 | 0.9567 | 0.9142 | 0.3374 | 0.7459 | 0.7983 | 0.2932 | 0.8004 | 0.8073 | 0.4194 | 0.7945 | 0.8351 | 0.7751 | 0.82 | 0.6775 | 0.7277 | 0.8376 | 0.8741 |
|
| 162 |
+
| 0.46 | 95.0 | 33250 | 0.3282 | 0.758 | 0.9479 | 0.902 | 0.2693 | 0.7405 | 0.8062 | 0.2977 | 0.7958 | 0.7999 | 0.3569 | 0.7844 | 0.8423 | 0.7626 | 0.8108 | 0.6911 | 0.7308 | 0.8203 | 0.8582 |
|
| 163 |
+
| 0.4361 | 96.0 | 33600 | 0.3247 | 0.7663 | 0.9483 | 0.9055 | 0.2739 | 0.7462 | 0.8103 | 0.3015 | 0.8008 | 0.8064 | 0.3556 | 0.792 | 0.8398 | 0.7676 | 0.813 | 0.7044 | 0.7431 | 0.8271 | 0.8632 |
|
| 164 |
+
| 0.343 | 97.0 | 33950 | 0.3357 | 0.7522 | 0.9453 | 0.8961 | 0.2342 | 0.7367 | 0.7839 | 0.295 | 0.7902 | 0.7957 | 0.3347 | 0.7839 | 0.8263 | 0.7539 | 0.8043 | 0.6778 | 0.72 | 0.8248 | 0.8628 |
|
| 165 |
+
| 0.4763 | 98.0 | 34300 | 0.3274 | 0.7608 | 0.949 | 0.9007 | 0.2723 | 0.7537 | 0.7928 | 0.2991 | 0.7953 | 0.8006 | 0.3458 | 0.7961 | 0.8276 | 0.7645 | 0.8081 | 0.6956 | 0.7354 | 0.8224 | 0.8582 |
|
| 166 |
+
| 0.3525 | 99.0 | 34650 | 0.3304 | 0.7626 | 0.9535 | 0.8913 | 0.2551 | 0.7493 | 0.8115 | 0.2978 | 0.7966 | 0.8015 | 0.3333 | 0.7925 | 0.8417 | 0.765 | 0.8076 | 0.6972 | 0.7338 | 0.8256 | 0.8632 |
|
| 167 |
+
| 0.5142 | 100.0 | 35000 | 0.3300 | 0.7609 | 0.9573 | 0.8886 | 0.234 | 0.7473 | 0.8121 | 0.2947 | 0.7944 | 0.7986 | 0.3375 | 0.7844 | 0.8452 | 0.7689 | 0.8092 | 0.6877 | 0.7246 | 0.8262 | 0.8619 |
|
| 168 |
+
| 0.3987 | 101.0 | 35350 | 0.3356 | 0.7459 | 0.9502 | 0.8889 | 0.2912 | 0.7386 | 0.7918 | 0.2904 | 0.7865 | 0.792 | 0.3514 | 0.7874 | 0.8307 | 0.7616 | 0.8092 | 0.6519 | 0.7046 | 0.8242 | 0.8623 |
|
| 169 |
+
| 0.4309 | 102.0 | 35700 | 0.3218 | 0.7667 | 0.9485 | 0.91 | 0.2605 | 0.7601 | 0.8034 | 0.2989 | 0.8023 | 0.8082 | 0.3917 | 0.8015 | 0.8409 | 0.7676 | 0.8151 | 0.6973 | 0.7385 | 0.8352 | 0.8711 |
|
| 170 |
+
| 0.4543 | 103.0 | 36050 | 0.3195 | 0.7658 | 0.9469 | 0.9061 | 0.2682 | 0.7535 | 0.8213 | 0.2993 | 0.8023 | 0.8087 | 0.3333 | 0.8026 | 0.8545 | 0.7755 | 0.8227 | 0.688 | 0.7338 | 0.8339 | 0.8695 |
|
| 171 |
+
| 0.3316 | 104.0 | 36400 | 0.3195 | 0.7666 | 0.9589 | 0.9012 | 0.3094 | 0.7547 | 0.815 | 0.2961 | 0.8038 | 0.8079 | 0.3667 | 0.7984 | 0.8522 | 0.771 | 0.8184 | 0.6887 | 0.7308 | 0.8401 | 0.8745 |
|
| 172 |
+
| 0.4275 | 105.0 | 36750 | 0.3173 | 0.7674 | 0.9531 | 0.902 | 0.3075 | 0.7516 | 0.821 | 0.2976 | 0.8031 | 0.808 | 0.3639 | 0.7974 | 0.8531 | 0.7684 | 0.82 | 0.6887 | 0.7246 | 0.8452 | 0.8795 |
|
| 173 |
+
| 0.3399 | 106.0 | 37100 | 0.3105 | 0.7714 | 0.9511 | 0.901 | 0.2893 | 0.7599 | 0.8194 | 0.297 | 0.8038 | 0.8095 | 0.3708 | 0.8004 | 0.8517 | 0.7792 | 0.8243 | 0.6982 | 0.7323 | 0.8367 | 0.872 |
|
| 174 |
+
| 0.3859 | 107.0 | 37450 | 0.3100 | 0.7683 | 0.951 | 0.9038 | 0.2746 | 0.7586 | 0.8203 | 0.299 | 0.8044 | 0.8089 | 0.3514 | 0.805 | 0.8557 | 0.7688 | 0.8189 | 0.6933 | 0.7292 | 0.8429 | 0.8787 |
|
| 175 |
+
| 0.3285 | 108.0 | 37800 | 0.3173 | 0.761 | 0.9487 | 0.893 | 0.2779 | 0.7499 | 0.8031 | 0.2975 | 0.7967 | 0.8022 | 0.3389 | 0.7951 | 0.8393 | 0.7591 | 0.8054 | 0.6827 | 0.7246 | 0.8411 | 0.8766 |
|
| 176 |
+
| 0.3632 | 109.0 | 38150 | 0.3196 | 0.7641 | 0.9504 | 0.9004 | 0.2845 | 0.7493 | 0.8196 | 0.2977 | 0.8 | 0.8045 | 0.3264 | 0.7936 | 0.852 | 0.7637 | 0.8114 | 0.6981 | 0.7338 | 0.8304 | 0.8682 |
|
| 177 |
+
| 0.3822 | 110.0 | 38500 | 0.3104 | 0.7717 | 0.9569 | 0.9052 | 0.2832 | 0.7598 | 0.8187 | 0.2998 | 0.8048 | 0.81 | 0.3542 | 0.8014 | 0.8507 | 0.7658 | 0.8103 | 0.705 | 0.7385 | 0.8443 | 0.8812 |
|
| 178 |
+
| 0.3604 | 111.0 | 38850 | 0.3147 | 0.7642 | 0.9573 | 0.9025 | 0.2674 | 0.7525 | 0.8096 | 0.2976 | 0.7952 | 0.8036 | 0.3556 | 0.7956 | 0.8455 | 0.7643 | 0.8097 | 0.6913 | 0.7246 | 0.837 | 0.8766 |
|
| 179 |
+
| 0.3675 | 112.0 | 39200 | 0.3032 | 0.7796 | 0.9506 | 0.9105 | 0.3037 | 0.771 | 0.8156 | 0.3035 | 0.8112 | 0.8155 | 0.3639 | 0.8091 | 0.8482 | 0.774 | 0.8168 | 0.7138 | 0.7462 | 0.851 | 0.8837 |
|
| 180 |
+
| 0.3636 | 113.0 | 39550 | 0.3086 | 0.7772 | 0.9558 | 0.9092 | 0.3139 | 0.7687 | 0.8098 | 0.3036 | 0.8078 | 0.8128 | 0.3708 | 0.8087 | 0.8401 | 0.7752 | 0.8162 | 0.7154 | 0.7462 | 0.841 | 0.8762 |
|
| 181 |
+
| 0.3617 | 114.0 | 39900 | 0.3060 | 0.781 | 0.9498 | 0.9043 | 0.2909 | 0.7753 | 0.8284 | 0.3044 | 0.8118 | 0.8173 | 0.3306 | 0.8169 | 0.8619 | 0.7771 | 0.8189 | 0.7121 | 0.7431 | 0.8537 | 0.89 |
|
| 182 |
+
| 0.4996 | 115.0 | 40250 | 0.3068 | 0.7785 | 0.9515 | 0.9003 | 0.2886 | 0.7718 | 0.831 | 0.3022 | 0.808 | 0.8127 | 0.3319 | 0.8092 | 0.8581 | 0.7719 | 0.8146 | 0.7205 | 0.7431 | 0.8431 | 0.8803 |
|
| 183 |
+
| 0.3962 | 116.0 | 40600 | 0.3063 | 0.7794 | 0.949 | 0.9137 | 0.2904 | 0.7713 | 0.8324 | 0.3045 | 0.8108 | 0.8169 | 0.3333 | 0.8138 | 0.8621 | 0.7806 | 0.8222 | 0.707 | 0.7415 | 0.8505 | 0.887 |
|
| 184 |
+
| 0.3377 | 117.0 | 40950 | 0.3142 | 0.7714 | 0.952 | 0.9051 | 0.2819 | 0.7615 | 0.8298 | 0.3017 | 0.8045 | 0.8094 | 0.3375 | 0.8046 | 0.861 | 0.7705 | 0.813 | 0.701 | 0.7354 | 0.8428 | 0.8799 |
|
| 185 |
+
| 0.4085 | 118.0 | 41300 | 0.3037 | 0.7762 | 0.9483 | 0.905 | 0.2893 | 0.7661 | 0.829 | 0.3037 | 0.8121 | 0.8164 | 0.3292 | 0.8102 | 0.8625 | 0.7819 | 0.8243 | 0.6976 | 0.74 | 0.8492 | 0.8849 |
|
| 186 |
+
| 0.3813 | 119.0 | 41650 | 0.3068 | 0.7753 | 0.9451 | 0.9041 | 0.2979 | 0.767 | 0.8197 | 0.3023 | 0.807 | 0.8113 | 0.3403 | 0.8051 | 0.8571 | 0.7773 | 0.8222 | 0.7053 | 0.7323 | 0.8434 | 0.8795 |
|
| 187 |
+
| 0.4054 | 120.0 | 42000 | 0.3127 | 0.7702 | 0.9488 | 0.9035 | 0.2737 | 0.7634 | 0.8059 | 0.3004 | 0.8024 | 0.8073 | 0.3319 | 0.8043 | 0.8419 | 0.7746 | 0.8157 | 0.6925 | 0.7246 | 0.8435 | 0.8816 |
|
| 188 |
+
| 0.3453 | 121.0 | 42350 | 0.3038 | 0.7794 | 0.9495 | 0.9069 | 0.2828 | 0.7721 | 0.8237 | 0.3045 | 0.8119 | 0.8174 | 0.3486 | 0.812 | 0.8586 | 0.7833 | 0.8254 | 0.7085 | 0.7415 | 0.8464 | 0.8854 |
|
| 189 |
+
| 0.3874 | 122.0 | 42700 | 0.3002 | 0.7794 | 0.9591 | 0.9073 | 0.2916 | 0.771 | 0.8207 | 0.3031 | 0.8137 | 0.8186 | 0.3819 | 0.8111 | 0.8586 | 0.7792 | 0.8211 | 0.7088 | 0.7477 | 0.8502 | 0.887 |
|
| 190 |
+
| 0.4545 | 123.0 | 43050 | 0.3016 | 0.7745 | 0.9586 | 0.9081 | 0.2964 | 0.7645 | 0.8215 | 0.3021 | 0.8126 | 0.8173 | 0.3889 | 0.8085 | 0.8622 | 0.7709 | 0.8168 | 0.7081 | 0.7523 | 0.8446 | 0.8828 |
|
| 191 |
+
| 0.4242 | 124.0 | 43400 | 0.3007 | 0.7835 | 0.9573 | 0.9159 | 0.2929 | 0.7739 | 0.8208 | 0.3033 | 0.8162 | 0.8214 | 0.3889 | 0.814 | 0.8564 | 0.7807 | 0.8249 | 0.7171 | 0.7508 | 0.8526 | 0.8887 |
|
| 192 |
+
| 0.423 | 125.0 | 43750 | 0.2983 | 0.7814 | 0.9614 | 0.8973 | 0.3039 | 0.7709 | 0.8232 | 0.3038 | 0.8166 | 0.8214 | 0.3694 | 0.8134 | 0.8603 | 0.776 | 0.8227 | 0.7191 | 0.7569 | 0.849 | 0.8845 |
|
| 193 |
+
| 0.3747 | 126.0 | 44100 | 0.2976 | 0.7816 | 0.9521 | 0.9029 | 0.2774 | 0.7752 | 0.8204 | 0.3067 | 0.8139 | 0.8191 | 0.3375 | 0.8161 | 0.8547 | 0.7834 | 0.8265 | 0.7135 | 0.7462 | 0.848 | 0.8845 |
|
| 194 |
+
| 0.4194 | 127.0 | 44450 | 0.2991 | 0.7776 | 0.9518 | 0.8988 | 0.2871 | 0.7702 | 0.8165 | 0.3034 | 0.8102 | 0.8157 | 0.3431 | 0.8118 | 0.8501 | 0.7777 | 0.8227 | 0.7039 | 0.7369 | 0.8512 | 0.8874 |
|
| 195 |
+
| 0.3864 | 128.0 | 44800 | 0.2994 | 0.7796 | 0.9572 | 0.9063 | 0.2901 | 0.7682 | 0.8159 | 0.3047 | 0.8137 | 0.8188 | 0.3806 | 0.8101 | 0.8513 | 0.7767 | 0.8232 | 0.7102 | 0.7462 | 0.8518 | 0.887 |
|
| 196 |
+
| 0.4013 | 129.0 | 45150 | 0.2991 | 0.7797 | 0.9578 | 0.9028 | 0.2809 | 0.7716 | 0.8163 | 0.3049 | 0.8123 | 0.8193 | 0.3611 | 0.8147 | 0.8505 | 0.7781 | 0.8243 | 0.7118 | 0.7477 | 0.8493 | 0.8858 |
|
| 197 |
+
| 0.3756 | 130.0 | 45500 | 0.3002 | 0.7767 | 0.9582 | 0.9068 | 0.2797 | 0.7678 | 0.8177 | 0.3024 | 0.8094 | 0.8145 | 0.3611 | 0.8079 | 0.8552 | 0.7732 | 0.8189 | 0.7085 | 0.74 | 0.8486 | 0.8845 |
|
| 198 |
+
| 0.3507 | 131.0 | 45850 | 0.3037 | 0.7744 | 0.9504 | 0.9034 | 0.2899 | 0.7679 | 0.8095 | 0.3031 | 0.8086 | 0.8144 | 0.3653 | 0.8099 | 0.8465 | 0.7793 | 0.8216 | 0.6955 | 0.7369 | 0.8484 | 0.8845 |
|
| 199 |
+
| 0.4179 | 132.0 | 46200 | 0.3052 | 0.7697 | 0.9505 | 0.9035 | 0.28 | 0.7616 | 0.8083 | 0.3015 | 0.8043 | 0.8096 | 0.3431 | 0.8036 | 0.845 | 0.7759 | 0.8189 | 0.69 | 0.7308 | 0.8433 | 0.8791 |
|
| 200 |
+
| 0.3436 | 133.0 | 46550 | 0.3007 | 0.7766 | 0.9518 | 0.909 | 0.2915 | 0.7676 | 0.8283 | 0.3029 | 0.8125 | 0.8175 | 0.3472 | 0.8109 | 0.8685 | 0.7817 | 0.8286 | 0.6965 | 0.7369 | 0.8518 | 0.887 |
|
| 201 |
+
| 0.4076 | 134.0 | 46900 | 0.3019 | 0.7761 | 0.9518 | 0.903 | 0.2906 | 0.767 | 0.8268 | 0.3035 | 0.8113 | 0.8162 | 0.3472 | 0.8095 | 0.8602 | 0.7801 | 0.8254 | 0.7008 | 0.74 | 0.8476 | 0.8833 |
|
| 202 |
+
| 0.4175 | 135.0 | 47250 | 0.3041 | 0.7742 | 0.9505 | 0.8999 | 0.2809 | 0.766 | 0.8132 | 0.3033 | 0.8077 | 0.8128 | 0.3389 | 0.8071 | 0.8468 | 0.7742 | 0.8189 | 0.705 | 0.74 | 0.8436 | 0.8795 |
|
| 203 |
+
| 0.3912 | 136.0 | 47600 | 0.2998 | 0.7775 | 0.9505 | 0.9002 | 0.2799 | 0.7702 | 0.8179 | 0.3045 | 0.8098 | 0.8145 | 0.3347 | 0.8106 | 0.8479 | 0.7774 | 0.8205 | 0.7076 | 0.74 | 0.8475 | 0.8828 |
|
| 204 |
+
| 0.3579 | 137.0 | 47950 | 0.3000 | 0.7779 | 0.9488 | 0.8999 | 0.2835 | 0.7703 | 0.8142 | 0.3045 | 0.8107 | 0.8152 | 0.3264 | 0.8116 | 0.8462 | 0.7787 | 0.8216 | 0.7068 | 0.7415 | 0.8481 | 0.8824 |
|
| 205 |
+
| 0.3883 | 138.0 | 48300 | 0.2983 | 0.7743 | 0.9488 | 0.9004 | 0.2879 | 0.7659 | 0.8169 | 0.3029 | 0.8095 | 0.8141 | 0.3264 | 0.81 | 0.85 | 0.7775 | 0.8205 | 0.6976 | 0.7385 | 0.8478 | 0.8833 |
|
| 206 |
+
| 0.3039 | 139.0 | 48650 | 0.2989 | 0.7746 | 0.9487 | 0.9004 | 0.2962 | 0.7684 | 0.812 | 0.303 | 0.8104 | 0.8148 | 0.3347 | 0.8124 | 0.8458 | 0.7773 | 0.8211 | 0.6997 | 0.74 | 0.8468 | 0.8833 |
|
| 207 |
+
| 0.399 | 140.0 | 49000 | 0.2999 | 0.7751 | 0.9535 | 0.9044 | 0.2967 | 0.7671 | 0.8175 | 0.3023 | 0.81 | 0.8145 | 0.3361 | 0.8104 | 0.8491 | 0.7778 | 0.8222 | 0.7003 | 0.7385 | 0.8471 | 0.8828 |
|
| 208 |
+
| 0.4337 | 141.0 | 49350 | 0.3001 | 0.7737 | 0.9534 | 0.9018 | 0.2912 | 0.7666 | 0.8178 | 0.3024 | 0.8093 | 0.8138 | 0.3306 | 0.8104 | 0.8521 | 0.775 | 0.8189 | 0.7007 | 0.74 | 0.8455 | 0.8824 |
|
| 209 |
+
| 0.4288 | 142.0 | 49700 | 0.2999 | 0.7741 | 0.9553 | 0.9008 | 0.3024 | 0.7667 | 0.8173 | 0.3017 | 0.8089 | 0.8131 | 0.3347 | 0.8093 | 0.8477 | 0.7771 | 0.8211 | 0.699 | 0.7354 | 0.8463 | 0.8828 |
|
| 210 |
+
| 0.405 | 143.0 | 50050 | 0.2993 | 0.7748 | 0.9553 | 0.9036 | 0.2955 | 0.7673 | 0.8169 | 0.3014 | 0.8087 | 0.8131 | 0.3389 | 0.8092 | 0.8472 | 0.7768 | 0.8211 | 0.7031 | 0.7369 | 0.8445 | 0.8812 |
|
| 211 |
+
| 0.318 | 144.0 | 50400 | 0.2982 | 0.7759 | 0.9553 | 0.9037 | 0.3026 | 0.7689 | 0.8176 | 0.3029 | 0.8105 | 0.8147 | 0.3389 | 0.8107 | 0.8509 | 0.7775 | 0.8216 | 0.7039 | 0.74 | 0.8464 | 0.8824 |
|
| 212 |
+
| 0.4394 | 145.0 | 50750 | 0.2973 | 0.7762 | 0.9553 | 0.9037 | 0.3026 | 0.7689 | 0.8179 | 0.3029 | 0.8109 | 0.8151 | 0.3389 | 0.8109 | 0.8512 | 0.7777 | 0.8222 | 0.7036 | 0.74 | 0.8473 | 0.8833 |
|
| 213 |
+
| 0.4312 | 146.0 | 51100 | 0.2976 | 0.7761 | 0.9553 | 0.9037 | 0.3024 | 0.7689 | 0.8179 | 0.3029 | 0.8106 | 0.8148 | 0.3347 | 0.8109 | 0.8511 | 0.7779 | 0.8216 | 0.7037 | 0.74 | 0.8467 | 0.8828 |
|
| 214 |
+
| 0.3617 | 147.0 | 51450 | 0.2975 | 0.776 | 0.9553 | 0.9037 | 0.3024 | 0.7689 | 0.8175 | 0.3029 | 0.8101 | 0.8143 | 0.3347 | 0.8109 | 0.8477 | 0.7778 | 0.8216 | 0.7034 | 0.7385 | 0.8467 | 0.8828 |
|
| 215 |
+
| 0.4041 | 148.0 | 51800 | 0.2975 | 0.776 | 0.9553 | 0.9037 | 0.3024 | 0.7689 | 0.8175 | 0.3029 | 0.8101 | 0.8143 | 0.3347 | 0.8109 | 0.8477 | 0.7778 | 0.8216 | 0.7034 | 0.7385 | 0.8467 | 0.8828 |
|
| 216 |
+
| 0.368 | 149.0 | 52150 | 0.2975 | 0.776 | 0.9553 | 0.9037 | 0.3024 | 0.7689 | 0.8175 | 0.3029 | 0.8101 | 0.8143 | 0.3347 | 0.8109 | 0.8477 | 0.7778 | 0.8216 | 0.7035 | 0.7385 | 0.8467 | 0.8828 |
|
| 217 |
+
| 0.4667 | 150.0 | 52500 | 0.2975 | 0.776 | 0.9553 | 0.9037 | 0.3024 | 0.7689 | 0.8175 | 0.3029 | 0.8101 | 0.8143 | 0.3347 | 0.8109 | 0.8477 | 0.7778 | 0.8216 | 0.7035 | 0.7385 | 0.8467 | 0.8828 |
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
### Framework versions
|
| 221 |
+
|
| 222 |
+
- Transformers 4.45.2
|
| 223 |
+
- Pytorch 2.5.0+cu121
|
| 224 |
+
- Datasets 2.19.2
|
| 225 |
+
- Tokenizers 0.20.1
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
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|
| 3 |
size 166496880
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
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| 3 |
size 166496880
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