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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
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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-201616161616-150-epochs-wo-transform-metrics-test-shfld
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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 |
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# chickens-composite-201616161616-150-epochs-wo-transform-metrics-test-shfld
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| 16 |
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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: 0.3059
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| 20 |
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- Map: 0.8044
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| 21 |
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- Map 50: 0.9405
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| 22 |
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- Map 75: 0.9024
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| 23 |
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- Map Small: 0.2979
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| 24 |
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- Map Medium: 0.8141
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| 25 |
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- Map Large: 0.7843
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| 26 |
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- Mar 1: 0.3221
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| 27 |
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- Mar 10: 0.8382
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| 28 |
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- Mar 100: 0.8419
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| 29 |
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- Mar Small: 0.3829
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| 30 |
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- Mar Medium: 0.8546
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| 31 |
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- Mar Large: 0.8145
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| 32 |
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- Map Chicken: 0.7936
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| 33 |
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- Mar 100 Chicken: 0.844
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| 34 |
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- Map Duck: 0.7475
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| 35 |
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- Mar 100 Duck: 0.7804
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| 36 |
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- Map Plant: 0.8722
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| 37 |
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- Mar 100 Plant: 0.9012
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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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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:-----------:|:---------------:|:--------:|:------------:|:---------:|:-------------:|
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| 68 |
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| 1.4551 | 1.0 | 500 | 1.3226 | 0.1944 | 0.2674 | 0.2295 | 0.0337 | 0.1092 | 0.2465 | 0.0876 | 0.3262 | 0.4233 | 0.13 | 0.4015 | 0.4322 | 0.0578 | 0.5155 | 0.0 | 0.0 | 0.5256 | 0.7545 |
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| 69 |
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| 1.1004 | 2.0 | 1000 | 1.0223 | 0.2841 | 0.4037 | 0.341 | 0.0583 | 0.2422 | 0.3237 | 0.1149 | 0.4071 | 0.464 | 0.1281 | 0.4375 | 0.4936 | 0.1791 | 0.6532 | 0.0 | 0.0 | 0.6732 | 0.7388 |
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| 70 |
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| 0.9029 | 3.0 | 1500 | 0.8779 | 0.3548 | 0.5047 | 0.4101 | 0.026 | 0.3151 | 0.3991 | 0.1258 | 0.4634 | 0.4674 | 0.0933 | 0.4451 | 0.4783 | 0.3786 | 0.675 | 0.0 | 0.0 | 0.6859 | 0.7273 |
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| 71 |
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| 0.8533 | 4.0 | 2000 | 0.7691 | 0.3823 | 0.5563 | 0.4418 | 0.0372 | 0.3522 | 0.4082 | 0.1294 | 0.4671 | 0.4695 | 0.0957 | 0.4454 | 0.4898 | 0.4386 | 0.6528 | 0.0 | 0.0 | 0.7083 | 0.7558 |
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| 72 |
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| 0.7318 | 5.0 | 2500 | 0.6937 | 0.4096 | 0.5624 | 0.4792 | 0.0495 | 0.3833 | 0.4163 | 0.139 | 0.4914 | 0.4955 | 0.109 | 0.4748 | 0.5012 | 0.4942 | 0.7083 | 0.0 | 0.0 | 0.7347 | 0.7782 |
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| 73 |
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| 0.756 | 6.0 | 3000 | 0.6431 | 0.4239 | 0.5803 | 0.4923 | 0.0634 | 0.3994 | 0.4443 | 0.1419 | 0.4941 | 0.4974 | 0.131 | 0.4719 | 0.5195 | 0.5296 | 0.7095 | 0.0 | 0.0 | 0.7422 | 0.7827 |
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| 74 |
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| 0.6901 | 7.0 | 3500 | 0.6218 | 0.44 | 0.6019 | 0.5287 | 0.0735 | 0.4207 | 0.4376 | 0.142 | 0.499 | 0.5016 | 0.1362 | 0.4833 | 0.5041 | 0.582 | 0.7246 | 0.0 | 0.0 | 0.738 | 0.7803 |
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| 75 |
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| 0.666 | 8.0 | 4000 | 0.5863 | 0.4611 | 0.6199 | 0.5421 | 0.0933 | 0.438 | 0.4818 | 0.1472 | 0.5093 | 0.5128 | 0.1738 | 0.4923 | 0.528 | 0.6304 | 0.7452 | 0.0 | 0.0 | 0.7528 | 0.793 |
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| 76 |
+
| 0.5968 | 9.0 | 4500 | 0.5396 | 0.4825 | 0.6337 | 0.5724 | 0.1276 | 0.4593 | 0.4868 | 0.1524 | 0.5194 | 0.5243 | 0.2205 | 0.5027 | 0.5385 | 0.6663 | 0.7563 | 0.0 | 0.0 | 0.7811 | 0.8167 |
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| 77 |
+
| 0.593 | 10.0 | 5000 | 0.5442 | 0.4858 | 0.6479 | 0.5773 | 0.1346 | 0.4638 | 0.4924 | 0.1572 | 0.5185 | 0.5213 | 0.2067 | 0.5018 | 0.5245 | 0.6555 | 0.7325 | 0.0224 | 0.0186 | 0.7795 | 0.8127 |
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| 78 |
+
| 0.4866 | 11.0 | 5500 | 0.5145 | 0.5446 | 0.7266 | 0.6558 | 0.1763 | 0.5315 | 0.5297 | 0.1912 | 0.5863 | 0.5881 | 0.2514 | 0.5767 | 0.5633 | 0.6654 | 0.7381 | 0.1821 | 0.2041 | 0.7864 | 0.8221 |
|
| 79 |
+
| 0.5661 | 12.0 | 6000 | 0.5027 | 0.6187 | 0.855 | 0.7639 | 0.1668 | 0.6262 | 0.5823 | 0.2407 | 0.6618 | 0.665 | 0.2424 | 0.6708 | 0.6198 | 0.6598 | 0.7234 | 0.423 | 0.4598 | 0.7732 | 0.8118 |
|
| 80 |
+
| 0.4722 | 13.0 | 6500 | 0.4694 | 0.6815 | 0.9159 | 0.8152 | 0.1688 | 0.6799 | 0.6589 | 0.2779 | 0.7283 | 0.7321 | 0.2929 | 0.7339 | 0.707 | 0.6835 | 0.7456 | 0.581 | 0.634 | 0.78 | 0.8167 |
|
| 81 |
+
| 0.5192 | 14.0 | 7000 | 0.4483 | 0.6856 | 0.9323 | 0.7876 | 0.2121 | 0.6727 | 0.7362 | 0.2804 | 0.7363 | 0.7404 | 0.3452 | 0.727 | 0.7832 | 0.6626 | 0.7321 | 0.597 | 0.6546 | 0.7972 | 0.8345 |
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| 82 |
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| 0.4858 | 15.0 | 7500 | 0.4415 | 0.6978 | 0.9354 | 0.8359 | 0.1552 | 0.6764 | 0.7535 | 0.2856 | 0.7474 | 0.7515 | 0.279 | 0.7398 | 0.7872 | 0.6837 | 0.7488 | 0.6176 | 0.6773 | 0.7921 | 0.8285 |
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| 83 |
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| 0.4536 | 16.0 | 8000 | 0.4759 | 0.6603 | 0.9171 | 0.7832 | 0.1173 | 0.6491 | 0.6453 | 0.2667 | 0.7049 | 0.7069 | 0.1962 | 0.7042 | 0.6825 | 0.6634 | 0.7234 | 0.544 | 0.5866 | 0.7734 | 0.8106 |
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| 84 |
+
| 0.4177 | 17.0 | 8500 | 0.4158 | 0.7044 | 0.9278 | 0.8406 | 0.1923 | 0.6974 | 0.7167 | 0.2867 | 0.7507 | 0.7529 | 0.3029 | 0.751 | 0.7592 | 0.7209 | 0.7782 | 0.596 | 0.6474 | 0.7963 | 0.833 |
|
| 85 |
+
| 0.4261 | 18.0 | 9000 | 0.3972 | 0.716 | 0.9389 | 0.8733 | 0.2513 | 0.7088 | 0.7355 | 0.2856 | 0.7589 | 0.7616 | 0.339 | 0.7577 | 0.7763 | 0.7259 | 0.7782 | 0.6258 | 0.6742 | 0.7965 | 0.8324 |
|
| 86 |
+
| 0.4455 | 19.0 | 9500 | 0.4175 | 0.7075 | 0.9156 | 0.8448 | 0.1643 | 0.7041 | 0.7268 | 0.2843 | 0.7467 | 0.7517 | 0.2829 | 0.7484 | 0.7631 | 0.7165 | 0.773 | 0.6035 | 0.6423 | 0.8024 | 0.8397 |
|
| 87 |
+
| 0.4156 | 20.0 | 10000 | 0.4091 | 0.7115 | 0.9162 | 0.8518 | 0.2067 | 0.7045 | 0.7171 | 0.2833 | 0.7488 | 0.7532 | 0.3076 | 0.7459 | 0.761 | 0.7287 | 0.781 | 0.6108 | 0.6485 | 0.7951 | 0.8303 |
|
| 88 |
+
| 0.4166 | 21.0 | 10500 | 0.3732 | 0.7298 | 0.9467 | 0.8933 | 0.2131 | 0.7254 | 0.7506 | 0.2888 | 0.7713 | 0.7759 | 0.3005 | 0.7731 | 0.7839 | 0.739 | 0.7909 | 0.643 | 0.6979 | 0.8074 | 0.8388 |
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| 89 |
+
| 0.4243 | 22.0 | 11000 | 0.3636 | 0.7327 | 0.9489 | 0.884 | 0.2297 | 0.7268 | 0.766 | 0.2938 | 0.7751 | 0.7777 | 0.299 | 0.7759 | 0.7997 | 0.7405 | 0.7813 | 0.6469 | 0.7072 | 0.8108 | 0.8445 |
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| 90 |
+
| 0.4215 | 23.0 | 11500 | 0.3797 | 0.7256 | 0.9357 | 0.8647 | 0.209 | 0.7063 | 0.752 | 0.2923 | 0.7676 | 0.7697 | 0.2938 | 0.7585 | 0.7855 | 0.7336 | 0.7853 | 0.6427 | 0.6887 | 0.8006 | 0.8352 |
|
| 91 |
+
| 0.3449 | 24.0 | 12000 | 0.3634 | 0.7489 | 0.9419 | 0.9009 | 0.1651 | 0.7472 | 0.7848 | 0.3042 | 0.7905 | 0.7947 | 0.25 | 0.794 | 0.8259 | 0.7477 | 0.7984 | 0.6861 | 0.7381 | 0.8129 | 0.8476 |
|
| 92 |
+
| 0.3908 | 25.0 | 12500 | 0.3959 | 0.7286 | 0.945 | 0.88 | 0.2226 | 0.7222 | 0.7564 | 0.3009 | 0.7671 | 0.7702 | 0.2871 | 0.7683 | 0.7928 | 0.715 | 0.7611 | 0.6812 | 0.7278 | 0.7897 | 0.8215 |
|
| 93 |
+
| 0.354 | 26.0 | 13000 | 0.3740 | 0.7367 | 0.9424 | 0.8928 | 0.1496 | 0.7402 | 0.7566 | 0.2936 | 0.7748 | 0.7812 | 0.2343 | 0.7844 | 0.8003 | 0.7347 | 0.7853 | 0.6554 | 0.7052 | 0.8201 | 0.853 |
|
| 94 |
+
| 0.367 | 27.0 | 13500 | 0.3563 | 0.7463 | 0.9503 | 0.8908 | 0.2277 | 0.7472 | 0.7683 | 0.3011 | 0.7905 | 0.7934 | 0.3448 | 0.7939 | 0.8067 | 0.7435 | 0.7885 | 0.6722 | 0.7371 | 0.8234 | 0.8545 |
|
| 95 |
+
| 0.356 | 28.0 | 14000 | 0.3583 | 0.7381 | 0.9303 | 0.8776 | 0.1918 | 0.734 | 0.7519 | 0.3026 | 0.7798 | 0.7827 | 0.2867 | 0.7835 | 0.7857 | 0.7438 | 0.7929 | 0.6467 | 0.6979 | 0.8237 | 0.8573 |
|
| 96 |
+
| 0.3703 | 29.0 | 14500 | 0.3504 | 0.7417 | 0.9441 | 0.8654 | 0.2577 | 0.732 | 0.762 | 0.2996 | 0.7817 | 0.7854 | 0.3557 | 0.784 | 0.7927 | 0.7432 | 0.7913 | 0.6648 | 0.7103 | 0.817 | 0.8545 |
|
| 97 |
+
| 0.3581 | 30.0 | 15000 | 0.3627 | 0.7342 | 0.9338 | 0.8642 | 0.2271 | 0.7376 | 0.7361 | 0.2953 | 0.7752 | 0.7777 | 0.3395 | 0.7829 | 0.7677 | 0.749 | 0.7956 | 0.6315 | 0.6845 | 0.8221 | 0.853 |
|
| 98 |
+
| 0.3178 | 31.0 | 15500 | 0.3675 | 0.7332 | 0.958 | 0.8706 | 0.2348 | 0.7259 | 0.7627 | 0.2968 | 0.7752 | 0.7834 | 0.3681 | 0.7785 | 0.7978 | 0.7192 | 0.7694 | 0.6672 | 0.7309 | 0.8133 | 0.8497 |
|
| 99 |
+
| 0.3386 | 32.0 | 16000 | 0.3378 | 0.7529 | 0.9364 | 0.8612 | 0.2411 | 0.7477 | 0.7756 | 0.3052 | 0.7943 | 0.7976 | 0.3443 | 0.796 | 0.8119 | 0.7652 | 0.8143 | 0.6554 | 0.7082 | 0.838 | 0.8703 |
|
| 100 |
+
| 0.3606 | 33.0 | 16500 | 0.3678 | 0.7377 | 0.945 | 0.8757 | 0.1816 | 0.7305 | 0.7766 | 0.3017 | 0.7828 | 0.7874 | 0.3043 | 0.7874 | 0.8109 | 0.7223 | 0.7742 | 0.6677 | 0.7289 | 0.823 | 0.8591 |
|
| 101 |
+
| 0.3542 | 34.0 | 17000 | 0.3237 | 0.7678 | 0.9577 | 0.8851 | 0.2398 | 0.7603 | 0.823 | 0.3116 | 0.8118 | 0.8154 | 0.331 | 0.8133 | 0.8538 | 0.7713 | 0.8163 | 0.694 | 0.7577 | 0.8382 | 0.8721 |
|
| 102 |
+
| 0.3498 | 35.0 | 17500 | 0.3462 | 0.7607 | 0.9564 | 0.8941 | 0.225 | 0.7543 | 0.8052 | 0.3069 | 0.8017 | 0.8056 | 0.3152 | 0.8047 | 0.8351 | 0.7462 | 0.7948 | 0.6965 | 0.7505 | 0.8393 | 0.8715 |
|
| 103 |
+
| 0.3432 | 36.0 | 18000 | 0.3481 | 0.7446 | 0.9511 | 0.8872 | 0.2363 | 0.736 | 0.7854 | 0.3045 | 0.7874 | 0.7935 | 0.3386 | 0.7907 | 0.8207 | 0.7246 | 0.7702 | 0.681 | 0.7485 | 0.8281 | 0.8618 |
|
| 104 |
+
| 0.3356 | 37.0 | 18500 | 0.3494 | 0.7521 | 0.9476 | 0.8878 | 0.2416 | 0.7427 | 0.7653 | 0.303 | 0.7918 | 0.7968 | 0.3252 | 0.7957 | 0.7955 | 0.7637 | 0.8175 | 0.6657 | 0.7134 | 0.8267 | 0.8594 |
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| 105 |
+
| 0.3211 | 38.0 | 19000 | 0.3288 | 0.7571 | 0.9543 | 0.9015 | 0.2839 | 0.7483 | 0.781 | 0.3027 | 0.7995 | 0.8041 | 0.4048 | 0.8004 | 0.8109 | 0.7496 | 0.8 | 0.6881 | 0.7423 | 0.8337 | 0.87 |
|
| 106 |
+
| 0.3051 | 39.0 | 19500 | 0.3266 | 0.7633 | 0.9573 | 0.8897 | 0.2715 | 0.7586 | 0.7705 | 0.301 | 0.8041 | 0.8081 | 0.3438 | 0.8078 | 0.8026 | 0.7629 | 0.8091 | 0.6927 | 0.7454 | 0.8342 | 0.8697 |
|
| 107 |
+
| 0.3382 | 40.0 | 20000 | 0.3310 | 0.7733 | 0.956 | 0.9068 | 0.2091 | 0.7786 | 0.8033 | 0.3103 | 0.8118 | 0.8145 | 0.291 | 0.82 | 0.836 | 0.7502 | 0.8012 | 0.7314 | 0.7722 | 0.8382 | 0.87 |
|
| 108 |
+
| 0.3142 | 41.0 | 20500 | 0.3367 | 0.7619 | 0.9449 | 0.8784 | 0.2308 | 0.7659 | 0.7691 | 0.3025 | 0.8005 | 0.8044 | 0.3357 | 0.8087 | 0.8008 | 0.7696 | 0.8139 | 0.6846 | 0.733 | 0.8316 | 0.8664 |
|
| 109 |
+
| 0.3508 | 42.0 | 21000 | 0.3400 | 0.7435 | 0.9537 | 0.8756 | 0.2596 | 0.746 | 0.758 | 0.3028 | 0.7895 | 0.7959 | 0.3938 | 0.7955 | 0.7991 | 0.7244 | 0.7857 | 0.6718 | 0.7299 | 0.8343 | 0.8721 |
|
| 110 |
+
| 0.3418 | 43.0 | 21500 | 0.3165 | 0.7693 | 0.9654 | 0.8953 | 0.2851 | 0.7617 | 0.8064 | 0.3075 | 0.8188 | 0.8224 | 0.4124 | 0.8151 | 0.8479 | 0.7574 | 0.8226 | 0.7105 | 0.767 | 0.8401 | 0.8776 |
|
| 111 |
+
| 0.3113 | 44.0 | 22000 | 0.3370 | 0.7503 | 0.9598 | 0.8954 | 0.2546 | 0.7475 | 0.7714 | 0.3057 | 0.7979 | 0.8007 | 0.311 | 0.7995 | 0.8096 | 0.7492 | 0.8032 | 0.6775 | 0.7351 | 0.8242 | 0.8639 |
|
| 112 |
+
| 0.3321 | 45.0 | 22500 | 0.3149 | 0.7702 | 0.9513 | 0.8936 | 0.2749 | 0.7769 | 0.7853 | 0.3116 | 0.8095 | 0.8155 | 0.3581 | 0.8213 | 0.8192 | 0.7551 | 0.8103 | 0.7094 | 0.7567 | 0.8461 | 0.8794 |
|
| 113 |
+
| 0.2898 | 46.0 | 23000 | 0.3268 | 0.7598 | 0.9362 | 0.8826 | 0.2491 | 0.767 | 0.7647 | 0.3047 | 0.8014 | 0.8043 | 0.3048 | 0.8129 | 0.7967 | 0.7735 | 0.8246 | 0.6665 | 0.7134 | 0.8394 | 0.8748 |
|
| 114 |
+
| 0.3005 | 47.0 | 23500 | 0.3154 | 0.7694 | 0.9539 | 0.9 | 0.3107 | 0.7722 | 0.7935 | 0.3095 | 0.8083 | 0.8121 | 0.3771 | 0.8155 | 0.8286 | 0.7664 | 0.8179 | 0.6945 | 0.7412 | 0.8472 | 0.8773 |
|
| 115 |
+
| 0.2937 | 48.0 | 24000 | 0.3359 | 0.7649 | 0.9433 | 0.8798 | 0.2748 | 0.7609 | 0.7692 | 0.3077 | 0.8046 | 0.8085 | 0.3462 | 0.8091 | 0.8109 | 0.7668 | 0.8167 | 0.6882 | 0.734 | 0.8397 | 0.8748 |
|
| 116 |
+
| 0.2994 | 49.0 | 24500 | 0.3217 | 0.7658 | 0.9399 | 0.9006 | 0.2809 | 0.758 | 0.7851 | 0.3086 | 0.8038 | 0.8083 | 0.3738 | 0.8032 | 0.8207 | 0.7636 | 0.8075 | 0.6925 | 0.7454 | 0.8414 | 0.8721 |
|
| 117 |
+
| 0.2677 | 50.0 | 25000 | 0.3322 | 0.7653 | 0.9479 | 0.8893 | 0.2232 | 0.7697 | 0.768 | 0.3096 | 0.8031 | 0.8077 | 0.3152 | 0.8123 | 0.8061 | 0.7537 | 0.8004 | 0.6944 | 0.7454 | 0.8477 | 0.8773 |
|
| 118 |
+
| 0.2658 | 51.0 | 25500 | 0.3119 | 0.7865 | 0.9556 | 0.9088 | 0.3102 | 0.7849 | 0.8165 | 0.3118 | 0.8204 | 0.8252 | 0.4181 | 0.8242 | 0.8406 | 0.7873 | 0.8282 | 0.7245 | 0.7722 | 0.8476 | 0.8752 |
|
| 119 |
+
| 0.3013 | 52.0 | 26000 | 0.3267 | 0.7682 | 0.9527 | 0.9042 | 0.299 | 0.7747 | 0.7725 | 0.3082 | 0.8062 | 0.811 | 0.3948 | 0.8158 | 0.8119 | 0.7713 | 0.8183 | 0.6935 | 0.7433 | 0.8398 | 0.8715 |
|
| 120 |
+
| 0.2996 | 53.0 | 26500 | 0.3058 | 0.7848 | 0.955 | 0.9014 | 0.2989 | 0.7855 | 0.8104 | 0.3172 | 0.8235 | 0.8269 | 0.371 | 0.8286 | 0.8383 | 0.7765 | 0.8242 | 0.7282 | 0.7753 | 0.8498 | 0.8812 |
|
| 121 |
+
| 0.2698 | 54.0 | 27000 | 0.3091 | 0.7792 | 0.958 | 0.9146 | 0.2821 | 0.7764 | 0.7964 | 0.3124 | 0.8157 | 0.8212 | 0.3819 | 0.8203 | 0.826 | 0.7657 | 0.8163 | 0.7275 | 0.7701 | 0.8442 | 0.8773 |
|
| 122 |
+
| 0.279 | 55.0 | 27500 | 0.3156 | 0.7872 | 0.9579 | 0.9076 | 0.303 | 0.7809 | 0.8213 | 0.3155 | 0.826 | 0.8296 | 0.421 | 0.8274 | 0.846 | 0.7743 | 0.8266 | 0.7342 | 0.7784 | 0.8532 | 0.8839 |
|
| 123 |
+
| 0.3081 | 56.0 | 28000 | 0.3420 | 0.7643 | 0.9598 | 0.9073 | 0.2604 | 0.7595 | 0.7944 | 0.3077 | 0.8032 | 0.8084 | 0.3362 | 0.8074 | 0.8304 | 0.7396 | 0.7881 | 0.7272 | 0.7753 | 0.8262 | 0.8618 |
|
| 124 |
+
| 0.2411 | 57.0 | 28500 | 0.3053 | 0.7867 | 0.9563 | 0.9061 | 0.3135 | 0.7858 | 0.8014 | 0.3175 | 0.8211 | 0.8253 | 0.389 | 0.8296 | 0.8334 | 0.785 | 0.8298 | 0.716 | 0.7588 | 0.8592 | 0.8873 |
|
| 125 |
+
| 0.2855 | 58.0 | 29000 | 0.3166 | 0.7775 | 0.9534 | 0.9049 | 0.3075 | 0.7825 | 0.7655 | 0.3146 | 0.8165 | 0.821 | 0.4033 | 0.8269 | 0.8077 | 0.7687 | 0.8242 | 0.7158 | 0.7598 | 0.8479 | 0.8791 |
|
| 126 |
+
| 0.267 | 59.0 | 29500 | 0.3122 | 0.7824 | 0.9393 | 0.8946 | 0.2954 | 0.7884 | 0.7996 | 0.3128 | 0.8206 | 0.8242 | 0.3662 | 0.8287 | 0.8325 | 0.7812 | 0.8325 | 0.7079 | 0.7495 | 0.8583 | 0.8906 |
|
| 127 |
+
| 0.2794 | 60.0 | 30000 | 0.3151 | 0.7828 | 0.9538 | 0.9016 | 0.2872 | 0.7855 | 0.778 | 0.3131 | 0.8211 | 0.8243 | 0.37 | 0.8286 | 0.813 | 0.7778 | 0.8242 | 0.7169 | 0.766 | 0.8538 | 0.8827 |
|
| 128 |
+
| 0.2753 | 61.0 | 30500 | 0.3159 | 0.7771 | 0.9501 | 0.9101 | 0.2857 | 0.7781 | 0.7739 | 0.3145 | 0.8203 | 0.824 | 0.4062 | 0.8265 | 0.8113 | 0.7801 | 0.8345 | 0.7112 | 0.7629 | 0.8401 | 0.8745 |
|
| 129 |
+
| 0.2723 | 62.0 | 31000 | 0.3247 | 0.7794 | 0.9358 | 0.8932 | 0.2729 | 0.7824 | 0.7706 | 0.31 | 0.8159 | 0.8191 | 0.361 | 0.8214 | 0.802 | 0.7704 | 0.8222 | 0.7175 | 0.7536 | 0.8503 | 0.8815 |
|
| 130 |
+
| 0.2692 | 63.0 | 31500 | 0.3120 | 0.78 | 0.9539 | 0.9024 | 0.3299 | 0.7832 | 0.7737 | 0.3081 | 0.8156 | 0.8214 | 0.4438 | 0.8239 | 0.8035 | 0.7707 | 0.8222 | 0.7095 | 0.7495 | 0.8597 | 0.8924 |
|
| 131 |
+
| 0.2669 | 64.0 | 32000 | 0.3148 | 0.7769 | 0.9381 | 0.8971 | 0.2555 | 0.7829 | 0.7754 | 0.3104 | 0.8145 | 0.8184 | 0.3438 | 0.825 | 0.8081 | 0.7828 | 0.8313 | 0.6954 | 0.7371 | 0.8527 | 0.8867 |
|
| 132 |
+
| 0.2879 | 65.0 | 32500 | 0.3274 | 0.7675 | 0.9433 | 0.8828 | 0.3322 | 0.7679 | 0.7775 | 0.3077 | 0.811 | 0.8149 | 0.4195 | 0.8156 | 0.8094 | 0.7644 | 0.8147 | 0.6933 | 0.7464 | 0.8448 | 0.8836 |
|
| 133 |
+
| 0.2846 | 66.0 | 33000 | 0.3176 | 0.7834 | 0.9533 | 0.8909 | 0.2865 | 0.7898 | 0.8015 | 0.3158 | 0.829 | 0.8341 | 0.3976 | 0.8383 | 0.8359 | 0.7678 | 0.823 | 0.7381 | 0.8 | 0.8442 | 0.8794 |
|
| 134 |
+
| 0.2543 | 67.0 | 33500 | 0.3261 | 0.7757 | 0.9517 | 0.8887 | 0.2777 | 0.7769 | 0.7902 | 0.3088 | 0.8168 | 0.8227 | 0.4229 | 0.8219 | 0.8252 | 0.7759 | 0.8274 | 0.7054 | 0.7598 | 0.8457 | 0.8809 |
|
| 135 |
+
| 0.2968 | 68.0 | 34000 | 0.3083 | 0.782 | 0.9658 | 0.9035 | 0.3121 | 0.7814 | 0.8046 | 0.3086 | 0.8228 | 0.828 | 0.4286 | 0.8297 | 0.8425 | 0.7727 | 0.8159 | 0.7152 | 0.7773 | 0.8581 | 0.8909 |
|
| 136 |
+
| 0.2598 | 69.0 | 34500 | 0.3058 | 0.7852 | 0.953 | 0.9034 | 0.3264 | 0.7911 | 0.7915 | 0.3148 | 0.8295 | 0.8336 | 0.4014 | 0.8387 | 0.8317 | 0.7819 | 0.8369 | 0.7188 | 0.7742 | 0.855 | 0.8897 |
|
| 137 |
+
| 0.2432 | 70.0 | 35000 | 0.3179 | 0.7686 | 0.9519 | 0.8945 | 0.3086 | 0.7737 | 0.7688 | 0.309 | 0.8117 | 0.816 | 0.4214 | 0.8218 | 0.8084 | 0.765 | 0.8194 | 0.688 | 0.7412 | 0.8528 | 0.8873 |
|
| 138 |
+
| 0.2625 | 71.0 | 35500 | 0.3310 | 0.7748 | 0.952 | 0.8946 | 0.2824 | 0.7826 | 0.771 | 0.3096 | 0.814 | 0.8185 | 0.369 | 0.8234 | 0.8166 | 0.7704 | 0.8202 | 0.7187 | 0.767 | 0.8352 | 0.8682 |
|
| 139 |
+
| 0.2869 | 72.0 | 36000 | 0.3307 | 0.7664 | 0.9427 | 0.8855 | 0.331 | 0.7779 | 0.7498 | 0.3018 | 0.8058 | 0.8102 | 0.4124 | 0.821 | 0.7887 | 0.7688 | 0.8246 | 0.6784 | 0.7196 | 0.852 | 0.8864 |
|
| 140 |
+
| 0.2644 | 73.0 | 36500 | 0.3320 | 0.7719 | 0.9517 | 0.8835 | 0.3091 | 0.7788 | 0.7436 | 0.3064 | 0.8095 | 0.8125 | 0.4224 | 0.8211 | 0.7816 | 0.7676 | 0.8155 | 0.6998 | 0.7381 | 0.8485 | 0.8839 |
|
| 141 |
+
| 0.2598 | 74.0 | 37000 | 0.3211 | 0.7792 | 0.9438 | 0.8931 | 0.2695 | 0.7865 | 0.7613 | 0.3083 | 0.8175 | 0.822 | 0.3433 | 0.8334 | 0.8011 | 0.7885 | 0.8337 | 0.6992 | 0.7433 | 0.8501 | 0.8891 |
|
| 142 |
+
| 0.2982 | 75.0 | 37500 | 0.3129 | 0.7714 | 0.9429 | 0.891 | 0.2886 | 0.7808 | 0.7612 | 0.3065 | 0.8116 | 0.8157 | 0.3743 | 0.8253 | 0.7992 | 0.7703 | 0.8214 | 0.6943 | 0.7402 | 0.8496 | 0.8855 |
|
| 143 |
+
| 0.2442 | 76.0 | 38000 | 0.3125 | 0.7798 | 0.9428 | 0.8784 | 0.2624 | 0.7839 | 0.7722 | 0.3123 | 0.8172 | 0.8222 | 0.3724 | 0.8285 | 0.8086 | 0.7815 | 0.8258 | 0.7029 | 0.7515 | 0.8551 | 0.8894 |
|
| 144 |
+
| 0.2609 | 77.0 | 38500 | 0.3084 | 0.7785 | 0.9488 | 0.8845 | 0.2835 | 0.7906 | 0.7825 | 0.3125 | 0.8198 | 0.8239 | 0.3833 | 0.8346 | 0.826 | 0.7794 | 0.823 | 0.706 | 0.7608 | 0.85 | 0.8879 |
|
| 145 |
+
| 0.276 | 78.0 | 39000 | 0.3242 | 0.7851 | 0.9398 | 0.8971 | 0.2651 | 0.7886 | 0.7793 | 0.3116 | 0.8239 | 0.8279 | 0.3433 | 0.8364 | 0.8149 | 0.783 | 0.8298 | 0.7233 | 0.768 | 0.8489 | 0.8858 |
|
| 146 |
+
| 0.2669 | 79.0 | 39500 | 0.3163 | 0.7804 | 0.9405 | 0.8776 | 0.2287 | 0.7854 | 0.7748 | 0.3102 | 0.8229 | 0.8266 | 0.3114 | 0.8344 | 0.8049 | 0.7806 | 0.8313 | 0.7119 | 0.7619 | 0.8487 | 0.8867 |
|
| 147 |
+
| 0.2178 | 80.0 | 40000 | 0.3195 | 0.7717 | 0.9477 | 0.8871 | 0.3213 | 0.7833 | 0.7551 | 0.3063 | 0.8144 | 0.8179 | 0.409 | 0.8295 | 0.791 | 0.77 | 0.821 | 0.6939 | 0.7423 | 0.8512 | 0.8903 |
|
| 148 |
+
| 0.2674 | 81.0 | 40500 | 0.3227 | 0.7798 | 0.9389 | 0.8906 | 0.2706 | 0.7869 | 0.7781 | 0.3123 | 0.8198 | 0.8235 | 0.3557 | 0.8306 | 0.812 | 0.7846 | 0.8341 | 0.7025 | 0.7515 | 0.8523 | 0.8848 |
|
| 149 |
+
| 0.267 | 82.0 | 41000 | 0.3452 | 0.7631 | 0.9325 | 0.8928 | 0.2776 | 0.7729 | 0.7402 | 0.3044 | 0.8054 | 0.8094 | 0.361 | 0.8197 | 0.7818 | 0.7606 | 0.8163 | 0.6837 | 0.7299 | 0.845 | 0.8821 |
|
| 150 |
+
| 0.2288 | 83.0 | 41500 | 0.3283 | 0.7862 | 0.9395 | 0.897 | 0.29 | 0.789 | 0.7729 | 0.3154 | 0.825 | 0.8282 | 0.3833 | 0.833 | 0.8075 | 0.781 | 0.8357 | 0.7269 | 0.766 | 0.8506 | 0.883 |
|
| 151 |
+
| 0.2467 | 84.0 | 42000 | 0.3113 | 0.7818 | 0.938 | 0.884 | 0.3061 | 0.7907 | 0.7668 | 0.3087 | 0.8224 | 0.8253 | 0.4119 | 0.8334 | 0.7987 | 0.7704 | 0.8218 | 0.716 | 0.7588 | 0.8588 | 0.8955 |
|
| 152 |
+
| 0.2282 | 85.0 | 42500 | 0.3234 | 0.7902 | 0.9402 | 0.898 | 0.2703 | 0.7938 | 0.7856 | 0.3133 | 0.8274 | 0.8308 | 0.3562 | 0.835 | 0.8148 | 0.7968 | 0.8421 | 0.7168 | 0.7619 | 0.8568 | 0.8885 |
|
| 153 |
+
| 0.2556 | 86.0 | 43000 | 0.3280 | 0.788 | 0.9457 | 0.8903 | 0.3085 | 0.7956 | 0.7863 | 0.3152 | 0.8288 | 0.8317 | 0.4019 | 0.837 | 0.8213 | 0.7853 | 0.8313 | 0.7236 | 0.7742 | 0.8552 | 0.8894 |
|
| 154 |
+
| 0.2462 | 87.0 | 43500 | 0.3256 | 0.7821 | 0.9447 | 0.8838 | 0.28 | 0.7892 | 0.7757 | 0.3109 | 0.8211 | 0.825 | 0.3581 | 0.8308 | 0.8074 | 0.773 | 0.8258 | 0.7146 | 0.7577 | 0.8586 | 0.8915 |
|
| 155 |
+
| 0.2446 | 88.0 | 44000 | 0.3304 | 0.7844 | 0.9456 | 0.8984 | 0.2819 | 0.7876 | 0.7985 | 0.3152 | 0.8237 | 0.8281 | 0.3757 | 0.8307 | 0.8297 | 0.7825 | 0.8321 | 0.722 | 0.768 | 0.8485 | 0.8842 |
|
| 156 |
+
| 0.2167 | 89.0 | 44500 | 0.3307 | 0.7836 | 0.9465 | 0.8931 | 0.2796 | 0.7927 | 0.7857 | 0.3172 | 0.8224 | 0.8267 | 0.3633 | 0.8337 | 0.8227 | 0.7641 | 0.8179 | 0.7295 | 0.7742 | 0.8572 | 0.8879 |
|
| 157 |
+
| 0.2208 | 90.0 | 45000 | 0.3141 | 0.7897 | 0.9357 | 0.8778 | 0.2966 | 0.7964 | 0.7858 | 0.3146 | 0.8255 | 0.8305 | 0.4095 | 0.8361 | 0.8162 | 0.7981 | 0.8492 | 0.7123 | 0.7515 | 0.8586 | 0.8906 |
|
| 158 |
+
| 0.2179 | 91.0 | 45500 | 0.3065 | 0.7973 | 0.9521 | 0.8981 | 0.3185 | 0.8027 | 0.7978 | 0.3189 | 0.8364 | 0.8395 | 0.4481 | 0.8432 | 0.8337 | 0.7911 | 0.8397 | 0.7413 | 0.7866 | 0.8597 | 0.8921 |
|
| 159 |
+
| 0.223 | 92.0 | 46000 | 0.3365 | 0.7768 | 0.9443 | 0.8936 | 0.3138 | 0.782 | 0.7559 | 0.3082 | 0.8158 | 0.8189 | 0.419 | 0.8218 | 0.7933 | 0.7745 | 0.8254 | 0.6993 | 0.7433 | 0.8566 | 0.8879 |
|
| 160 |
+
| 0.2352 | 93.0 | 46500 | 0.3110 | 0.7881 | 0.9509 | 0.8961 | 0.302 | 0.797 | 0.7847 | 0.3144 | 0.8266 | 0.8294 | 0.4052 | 0.8362 | 0.8163 | 0.7811 | 0.8298 | 0.7202 | 0.7639 | 0.863 | 0.8945 |
|
| 161 |
+
| 0.2379 | 94.0 | 47000 | 0.3129 | 0.7849 | 0.942 | 0.8943 | 0.2918 | 0.7914 | 0.7724 | 0.3131 | 0.8218 | 0.8257 | 0.3952 | 0.8352 | 0.8035 | 0.7789 | 0.8266 | 0.713 | 0.7557 | 0.8627 | 0.8948 |
|
| 162 |
+
| 0.2309 | 95.0 | 47500 | 0.3100 | 0.794 | 0.9435 | 0.907 | 0.2909 | 0.8005 | 0.7779 | 0.3159 | 0.8312 | 0.8368 | 0.4524 | 0.8441 | 0.8063 | 0.7918 | 0.8437 | 0.7237 | 0.7691 | 0.8664 | 0.8976 |
|
| 163 |
+
| 0.2421 | 96.0 | 48000 | 0.3244 | 0.789 | 0.9436 | 0.8999 | 0.307 | 0.7934 | 0.781 | 0.315 | 0.8261 | 0.8304 | 0.4257 | 0.8316 | 0.8173 | 0.7863 | 0.8365 | 0.7156 | 0.7608 | 0.865 | 0.8939 |
|
| 164 |
+
| 0.2159 | 97.0 | 48500 | 0.3186 | 0.796 | 0.9441 | 0.9013 | 0.2801 | 0.7992 | 0.8041 | 0.3212 | 0.8339 | 0.8378 | 0.3686 | 0.8442 | 0.8324 | 0.7891 | 0.8357 | 0.7372 | 0.7825 | 0.8619 | 0.8952 |
|
| 165 |
+
| 0.2395 | 98.0 | 49000 | 0.3188 | 0.7928 | 0.9407 | 0.8933 | 0.315 | 0.801 | 0.7774 | 0.3147 | 0.83 | 0.8329 | 0.4005 | 0.8418 | 0.8055 | 0.7878 | 0.8337 | 0.727 | 0.7691 | 0.8635 | 0.8958 |
|
| 166 |
+
| 0.2334 | 99.0 | 49500 | 0.2972 | 0.8062 | 0.9481 | 0.9016 | 0.3125 | 0.8137 | 0.812 | 0.3235 | 0.8437 | 0.8469 | 0.3895 | 0.8561 | 0.8396 | 0.8003 | 0.8468 | 0.7492 | 0.7918 | 0.8692 | 0.9021 |
|
| 167 |
+
| 0.2293 | 100.0 | 50000 | 0.3288 | 0.7856 | 0.9393 | 0.8979 | 0.2595 | 0.7885 | 0.7879 | 0.3122 | 0.8208 | 0.8248 | 0.3505 | 0.8297 | 0.8159 | 0.7777 | 0.8262 | 0.7237 | 0.7608 | 0.8554 | 0.8873 |
|
| 168 |
+
| 0.2218 | 101.0 | 50500 | 0.3177 | 0.7966 | 0.9464 | 0.8976 | 0.2801 | 0.8019 | 0.8037 | 0.3176 | 0.8319 | 0.8356 | 0.3643 | 0.8386 | 0.8383 | 0.7882 | 0.8333 | 0.7359 | 0.7773 | 0.8657 | 0.8961 |
|
| 169 |
+
| 0.207 | 102.0 | 51000 | 0.3204 | 0.7944 | 0.9457 | 0.8966 | 0.2779 | 0.8032 | 0.7741 | 0.3145 | 0.8296 | 0.8333 | 0.361 | 0.8433 | 0.8043 | 0.793 | 0.8417 | 0.726 | 0.7639 | 0.8642 | 0.8942 |
|
| 170 |
+
| 0.2236 | 103.0 | 51500 | 0.3233 | 0.7909 | 0.9434 | 0.8957 | 0.2628 | 0.8028 | 0.7914 | 0.3152 | 0.8281 | 0.8326 | 0.379 | 0.8406 | 0.8274 | 0.7808 | 0.8306 | 0.7275 | 0.7691 | 0.8644 | 0.8982 |
|
| 171 |
+
| 0.2209 | 104.0 | 52000 | 0.3113 | 0.8037 | 0.9459 | 0.915 | 0.302 | 0.8082 | 0.8123 | 0.3201 | 0.8385 | 0.8435 | 0.4129 | 0.8493 | 0.8403 | 0.7971 | 0.844 | 0.7465 | 0.7876 | 0.8674 | 0.8988 |
|
| 172 |
+
| 0.2005 | 105.0 | 52500 | 0.3211 | 0.8 | 0.9458 | 0.9061 | 0.3026 | 0.8039 | 0.8066 | 0.3217 | 0.8355 | 0.8388 | 0.3881 | 0.8449 | 0.8356 | 0.7872 | 0.8369 | 0.7489 | 0.7866 | 0.8639 | 0.893 |
|
| 173 |
+
| 0.2611 | 106.0 | 53000 | 0.3086 | 0.7984 | 0.9393 | 0.9063 | 0.3172 | 0.8085 | 0.7794 | 0.3171 | 0.8347 | 0.8377 | 0.3995 | 0.851 | 0.8088 | 0.7972 | 0.8472 | 0.7298 | 0.766 | 0.8682 | 0.9 |
|
| 174 |
+
| 0.2117 | 107.0 | 53500 | 0.3087 | 0.7914 | 0.9424 | 0.8985 | 0.3112 | 0.7978 | 0.7693 | 0.315 | 0.8293 | 0.833 | 0.4114 | 0.8418 | 0.8029 | 0.7812 | 0.8333 | 0.7295 | 0.768 | 0.8635 | 0.8976 |
|
| 175 |
+
| 0.2093 | 108.0 | 54000 | 0.3056 | 0.7981 | 0.9479 | 0.9065 | 0.2851 | 0.807 | 0.8011 | 0.3201 | 0.8326 | 0.8376 | 0.3867 | 0.8447 | 0.8322 | 0.7836 | 0.8317 | 0.7378 | 0.7794 | 0.873 | 0.9018 |
|
| 176 |
+
| 0.2155 | 109.0 | 54500 | 0.3124 | 0.8016 | 0.9461 | 0.9017 | 0.2928 | 0.8107 | 0.7842 | 0.3212 | 0.8377 | 0.8413 | 0.3738 | 0.8527 | 0.8171 | 0.7936 | 0.8456 | 0.7448 | 0.7835 | 0.8664 | 0.8948 |
|
| 177 |
+
| 0.2033 | 110.0 | 55000 | 0.3006 | 0.8014 | 0.9508 | 0.9072 | 0.2781 | 0.8032 | 0.8093 | 0.3222 | 0.8395 | 0.8436 | 0.3671 | 0.8502 | 0.8373 | 0.7922 | 0.8448 | 0.7448 | 0.7887 | 0.8671 | 0.8973 |
|
| 178 |
+
| 0.2083 | 111.0 | 55500 | 0.3220 | 0.799 | 0.9442 | 0.8934 | 0.2552 | 0.8021 | 0.7974 | 0.3215 | 0.8361 | 0.8386 | 0.3371 | 0.8459 | 0.8293 | 0.7975 | 0.8437 | 0.7367 | 0.7784 | 0.8629 | 0.8939 |
|
| 179 |
+
| 0.2128 | 112.0 | 56000 | 0.3111 | 0.7999 | 0.9453 | 0.8985 | 0.292 | 0.8055 | 0.807 | 0.3216 | 0.8357 | 0.839 | 0.369 | 0.8456 | 0.8404 | 0.8004 | 0.8472 | 0.7292 | 0.7711 | 0.8701 | 0.8988 |
|
| 180 |
+
| 0.2104 | 113.0 | 56500 | 0.3162 | 0.7986 | 0.9476 | 0.9022 | 0.2889 | 0.8053 | 0.8013 | 0.3201 | 0.8347 | 0.8382 | 0.3781 | 0.8441 | 0.8324 | 0.7916 | 0.8397 | 0.7354 | 0.7763 | 0.8689 | 0.8985 |
|
| 181 |
+
| 0.2143 | 114.0 | 57000 | 0.3173 | 0.7983 | 0.9394 | 0.9003 | 0.2735 | 0.8079 | 0.7805 | 0.3189 | 0.8345 | 0.8368 | 0.3362 | 0.8475 | 0.814 | 0.7948 | 0.8413 | 0.7299 | 0.7701 | 0.8703 | 0.8991 |
|
| 182 |
+
| 0.2068 | 115.0 | 57500 | 0.3119 | 0.7984 | 0.9423 | 0.9043 | 0.2954 | 0.81 | 0.7703 | 0.3175 | 0.8341 | 0.8366 | 0.3605 | 0.8496 | 0.8062 | 0.7905 | 0.8409 | 0.7332 | 0.7691 | 0.8714 | 0.9 |
|
| 183 |
+
| 0.229 | 116.0 | 58000 | 0.3149 | 0.7965 | 0.9423 | 0.8993 | 0.2689 | 0.8075 | 0.7753 | 0.3185 | 0.8322 | 0.836 | 0.37 | 0.8469 | 0.8078 | 0.7908 | 0.8401 | 0.7306 | 0.7701 | 0.8682 | 0.8979 |
|
| 184 |
+
| 0.2138 | 117.0 | 58500 | 0.3153 | 0.7996 | 0.9409 | 0.9016 | 0.2821 | 0.8053 | 0.7852 | 0.3196 | 0.8357 | 0.8388 | 0.3762 | 0.848 | 0.8162 | 0.7975 | 0.8468 | 0.7319 | 0.7701 | 0.8692 | 0.8994 |
|
| 185 |
+
| 0.2498 | 118.0 | 59000 | 0.3178 | 0.7947 | 0.9367 | 0.8946 | 0.3007 | 0.8062 | 0.7716 | 0.3153 | 0.8313 | 0.8343 | 0.3781 | 0.8467 | 0.8048 | 0.7845 | 0.8341 | 0.7271 | 0.767 | 0.8725 | 0.9018 |
|
| 186 |
+
| 0.1974 | 119.0 | 59500 | 0.3135 | 0.7969 | 0.942 | 0.8924 | 0.3104 | 0.8037 | 0.7801 | 0.3179 | 0.8314 | 0.8342 | 0.3767 | 0.8466 | 0.8106 | 0.7876 | 0.8349 | 0.7301 | 0.766 | 0.873 | 0.9018 |
|
| 187 |
+
| 0.2079 | 120.0 | 60000 | 0.3068 | 0.7985 | 0.9365 | 0.8994 | 0.2926 | 0.8085 | 0.772 | 0.3193 | 0.8339 | 0.8366 | 0.351 | 0.8518 | 0.8033 | 0.7931 | 0.8405 | 0.7299 | 0.768 | 0.8724 | 0.9012 |
|
| 188 |
+
| 0.2138 | 121.0 | 60500 | 0.3116 | 0.8011 | 0.9434 | 0.8993 | 0.3113 | 0.8077 | 0.8025 | 0.3197 | 0.8373 | 0.8408 | 0.3848 | 0.8503 | 0.8327 | 0.792 | 0.8409 | 0.7407 | 0.7814 | 0.8705 | 0.9 |
|
| 189 |
+
| 0.2041 | 122.0 | 61000 | 0.3138 | 0.7979 | 0.9424 | 0.8994 | 0.3121 | 0.8087 | 0.7685 | 0.3184 | 0.834 | 0.8369 | 0.3962 | 0.8509 | 0.8019 | 0.7874 | 0.8345 | 0.7341 | 0.7753 | 0.8723 | 0.9009 |
|
| 190 |
+
| 0.1967 | 123.0 | 61500 | 0.3122 | 0.8005 | 0.9388 | 0.9016 | 0.2981 | 0.8074 | 0.7723 | 0.3177 | 0.8352 | 0.8376 | 0.3719 | 0.8508 | 0.8013 | 0.7988 | 0.8452 | 0.7333 | 0.7691 | 0.8692 | 0.8985 |
|
| 191 |
+
| 0.2053 | 124.0 | 62000 | 0.3151 | 0.7946 | 0.9362 | 0.9015 | 0.2908 | 0.8052 | 0.7641 | 0.318 | 0.8299 | 0.8325 | 0.3738 | 0.8464 | 0.7943 | 0.7887 | 0.8393 | 0.7308 | 0.7639 | 0.8642 | 0.8942 |
|
| 192 |
+
| 0.2082 | 125.0 | 62500 | 0.3126 | 0.7999 | 0.9362 | 0.9025 | 0.2865 | 0.8106 | 0.7728 | 0.3186 | 0.8336 | 0.836 | 0.3686 | 0.8515 | 0.7985 | 0.7976 | 0.8429 | 0.7335 | 0.767 | 0.8688 | 0.8982 |
|
| 193 |
+
| 0.2148 | 126.0 | 63000 | 0.3068 | 0.8039 | 0.9451 | 0.9013 | 0.2967 | 0.8156 | 0.7788 | 0.3212 | 0.8382 | 0.841 | 0.3752 | 0.8559 | 0.8073 | 0.8 | 0.8476 | 0.7426 | 0.7763 | 0.869 | 0.8991 |
|
| 194 |
+
| 0.2408 | 127.0 | 63500 | 0.3024 | 0.8035 | 0.9472 | 0.9046 | 0.3043 | 0.8137 | 0.8039 | 0.3219 | 0.8391 | 0.8428 | 0.3862 | 0.8542 | 0.8365 | 0.7934 | 0.8444 | 0.7443 | 0.7825 | 0.8727 | 0.9015 |
|
| 195 |
+
| 0.2024 | 128.0 | 64000 | 0.3083 | 0.8002 | 0.9437 | 0.9056 | 0.3118 | 0.811 | 0.7795 | 0.3183 | 0.8352 | 0.8386 | 0.389 | 0.8517 | 0.8137 | 0.7872 | 0.8401 | 0.7398 | 0.7742 | 0.8737 | 0.9015 |
|
| 196 |
+
| 0.2157 | 129.0 | 64500 | 0.3075 | 0.8026 | 0.9416 | 0.8993 | 0.3022 | 0.8141 | 0.7809 | 0.3213 | 0.8373 | 0.8407 | 0.3781 | 0.8554 | 0.8121 | 0.7947 | 0.8444 | 0.7423 | 0.7773 | 0.8709 | 0.9003 |
|
| 197 |
+
| 0.2064 | 130.0 | 65000 | 0.3108 | 0.8024 | 0.9405 | 0.8981 | 0.3084 | 0.8127 | 0.7864 | 0.3208 | 0.8373 | 0.8407 | 0.3976 | 0.8542 | 0.8147 | 0.7937 | 0.844 | 0.7428 | 0.7784 | 0.8708 | 0.8997 |
|
| 198 |
+
| 0.1886 | 131.0 | 65500 | 0.3046 | 0.8058 | 0.9408 | 0.9039 | 0.2995 | 0.813 | 0.792 | 0.3228 | 0.8402 | 0.8437 | 0.3895 | 0.8542 | 0.8232 | 0.798 | 0.8476 | 0.7472 | 0.7825 | 0.8721 | 0.9009 |
|
| 199 |
+
| 0.2001 | 132.0 | 66000 | 0.3036 | 0.8018 | 0.9402 | 0.9011 | 0.298 | 0.8102 | 0.7865 | 0.3198 | 0.8374 | 0.8404 | 0.3762 | 0.8525 | 0.8175 | 0.7945 | 0.844 | 0.742 | 0.7784 | 0.869 | 0.8988 |
|
| 200 |
+
| 0.2174 | 133.0 | 66500 | 0.3015 | 0.8053 | 0.9437 | 0.9028 | 0.3028 | 0.8146 | 0.7837 | 0.3223 | 0.8393 | 0.8422 | 0.3795 | 0.8545 | 0.814 | 0.7967 | 0.8464 | 0.7486 | 0.7814 | 0.8705 | 0.8988 |
|
| 201 |
+
| 0.1916 | 134.0 | 67000 | 0.3066 | 0.8044 | 0.9404 | 0.9053 | 0.3072 | 0.8123 | 0.7829 | 0.3217 | 0.8386 | 0.8417 | 0.3943 | 0.8525 | 0.8119 | 0.7965 | 0.848 | 0.7464 | 0.7784 | 0.8704 | 0.8988 |
|
| 202 |
+
| 0.2129 | 135.0 | 67500 | 0.3089 | 0.8007 | 0.9374 | 0.9011 | 0.2991 | 0.8089 | 0.7809 | 0.3206 | 0.8344 | 0.838 | 0.3862 | 0.8496 | 0.8124 | 0.793 | 0.8433 | 0.7368 | 0.7701 | 0.8722 | 0.9006 |
|
| 203 |
+
| 0.2161 | 136.0 | 68000 | 0.3047 | 0.806 | 0.9405 | 0.9026 | 0.3 | 0.8156 | 0.7859 | 0.3214 | 0.8397 | 0.8431 | 0.3895 | 0.8561 | 0.8157 | 0.7985 | 0.8468 | 0.7468 | 0.7804 | 0.8727 | 0.9021 |
|
| 204 |
+
| 0.2227 | 137.0 | 68500 | 0.3070 | 0.8041 | 0.9412 | 0.9039 | 0.309 | 0.814 | 0.7813 | 0.3206 | 0.8384 | 0.8413 | 0.3824 | 0.8539 | 0.8142 | 0.7924 | 0.8433 | 0.7456 | 0.7784 | 0.8743 | 0.9024 |
|
| 205 |
+
| 0.219 | 138.0 | 69000 | 0.3046 | 0.8056 | 0.9405 | 0.9058 | 0.3072 | 0.816 | 0.7821 | 0.3222 | 0.8391 | 0.8421 | 0.3857 | 0.8561 | 0.8109 | 0.7956 | 0.8444 | 0.7483 | 0.7804 | 0.873 | 0.9015 |
|
| 206 |
+
| 0.201 | 139.0 | 69500 | 0.3036 | 0.8044 | 0.9405 | 0.9022 | 0.3104 | 0.8138 | 0.7828 | 0.3222 | 0.8385 | 0.8414 | 0.3857 | 0.8537 | 0.8135 | 0.7916 | 0.8417 | 0.7483 | 0.7814 | 0.8732 | 0.9012 |
|
| 207 |
+
| 0.2011 | 140.0 | 70000 | 0.3054 | 0.8033 | 0.9404 | 0.9008 | 0.2954 | 0.814 | 0.7807 | 0.3215 | 0.8369 | 0.8403 | 0.3762 | 0.8538 | 0.8122 | 0.791 | 0.8405 | 0.7461 | 0.7794 | 0.8729 | 0.9009 |
|
| 208 |
+
| 0.2139 | 141.0 | 70500 | 0.3038 | 0.8057 | 0.9404 | 0.9055 | 0.3014 | 0.8142 | 0.7827 | 0.3226 | 0.8397 | 0.8427 | 0.3857 | 0.8545 | 0.8134 | 0.7963 | 0.8456 | 0.7496 | 0.7825 | 0.8712 | 0.9 |
|
| 209 |
+
| 0.2095 | 142.0 | 71000 | 0.3056 | 0.8043 | 0.9404 | 0.9023 | 0.2945 | 0.8148 | 0.7828 | 0.3213 | 0.838 | 0.8417 | 0.3862 | 0.8545 | 0.8134 | 0.7941 | 0.8448 | 0.746 | 0.7794 | 0.8728 | 0.9009 |
|
| 210 |
+
| 0.2028 | 143.0 | 71500 | 0.3062 | 0.805 | 0.9404 | 0.9022 | 0.2943 | 0.8141 | 0.7824 | 0.3214 | 0.8382 | 0.8419 | 0.3829 | 0.8545 | 0.8135 | 0.7948 | 0.8444 | 0.7472 | 0.7804 | 0.8732 | 0.9009 |
|
| 211 |
+
| 0.2026 | 144.0 | 72000 | 0.3060 | 0.8046 | 0.9405 | 0.9049 | 0.2989 | 0.8135 | 0.7825 | 0.3213 | 0.8384 | 0.8418 | 0.3829 | 0.854 | 0.8135 | 0.7929 | 0.8433 | 0.7487 | 0.7814 | 0.8723 | 0.9006 |
|
| 212 |
+
| 0.2019 | 145.0 | 72500 | 0.3062 | 0.8046 | 0.9404 | 0.9017 | 0.3043 | 0.8126 | 0.7825 | 0.3214 | 0.8382 | 0.8416 | 0.3862 | 0.8536 | 0.8135 | 0.7932 | 0.8437 | 0.7477 | 0.7804 | 0.873 | 0.9006 |
|
| 213 |
+
| 0.1945 | 146.0 | 73000 | 0.3056 | 0.8047 | 0.9405 | 0.9024 | 0.2993 | 0.8137 | 0.7842 | 0.3221 | 0.8384 | 0.8418 | 0.3829 | 0.8542 | 0.8145 | 0.7934 | 0.844 | 0.7479 | 0.7804 | 0.8728 | 0.9009 |
|
| 214 |
+
| 0.1983 | 147.0 | 73500 | 0.3080 | 0.8049 | 0.9405 | 0.9024 | 0.3009 | 0.8141 | 0.7843 | 0.3218 | 0.8386 | 0.842 | 0.3829 | 0.8546 | 0.8147 | 0.7937 | 0.844 | 0.7479 | 0.7804 | 0.8731 | 0.9015 |
|
| 215 |
+
| 0.19 | 148.0 | 74000 | 0.3058 | 0.8044 | 0.9405 | 0.9024 | 0.2979 | 0.8141 | 0.7843 | 0.3221 | 0.8382 | 0.8419 | 0.3829 | 0.8546 | 0.8145 | 0.7936 | 0.844 | 0.7475 | 0.7804 | 0.8722 | 0.9012 |
|
| 216 |
+
| 0.1978 | 149.0 | 74500 | 0.3059 | 0.8044 | 0.9405 | 0.9024 | 0.2979 | 0.8141 | 0.7843 | 0.3221 | 0.8382 | 0.8419 | 0.3829 | 0.8546 | 0.8145 | 0.7936 | 0.844 | 0.7475 | 0.7804 | 0.8722 | 0.9012 |
|
| 217 |
+
| 0.2344 | 150.0 | 75000 | 0.3059 | 0.8044 | 0.9405 | 0.9024 | 0.2979 | 0.8141 | 0.7843 | 0.3221 | 0.8382 | 0.8419 | 0.3829 | 0.8546 | 0.8145 | 0.7936 | 0.844 | 0.7475 | 0.7804 | 0.8722 | 0.9012 |
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
### Framework versions
|
| 221 |
+
|
| 222 |
+
- Transformers 4.46.2
|
| 223 |
+
- Pytorch 2.5.0+cu121
|
| 224 |
+
- Datasets 2.19.2
|
| 225 |
+
- Tokenizers 0.20.3
|
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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size 166496880
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runs/Nov11_00-00-33_d6535ff9abc4/events.out.tfevents.1731283233.d6535ff9abc4.2355.1
CHANGED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size 727364
|