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Browse files- .gitignore +1 -0
- README.md +557 -0
- config.json +614 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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README.md
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| 1 |
+
---
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| 2 |
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license: apache-2.0
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| 3 |
+
base_model: microsoft/swinv2-tiny-patch4-window8-256
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| 4 |
+
tags:
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| 5 |
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- generated_from_trainer
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| 6 |
+
datasets:
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- imagefolder
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| 8 |
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metrics:
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| 9 |
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- accuracy
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| 10 |
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model-index:
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| 11 |
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- name: swinv2-tiny-patch4-window8-256-mineral
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results:
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- task:
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name: Image Classification
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type: image-classification
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dataset:
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name: imagefolder
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type: imagefolder
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config: default
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split: train
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args: default
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metrics:
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| 23 |
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- name: Accuracy
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| 24 |
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type: accuracy
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| 25 |
+
value: 0.24666666666666667
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| 26 |
+
---
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| 27 |
+
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| 28 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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| 30 |
+
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| 31 |
+
# swinv2-tiny-patch4-window8-256-mineral
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| 32 |
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This model is a fine-tuned version of [microsoft/swinv2-tiny-patch4-window8-256](https://huggingface.co/microsoft/swinv2-tiny-patch4-window8-256) on the imagefolder dataset.
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| 34 |
+
It achieves the following results on the evaluation set:
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| 35 |
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- Loss: 5.2045
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| 36 |
+
- Accuracy: 0.2467
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| 37 |
+
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| 38 |
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## Model description
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| 39 |
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| 40 |
+
More information needed
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| 41 |
+
|
| 42 |
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## Intended uses & limitations
|
| 43 |
+
|
| 44 |
+
More information needed
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| 45 |
+
|
| 46 |
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## Training and evaluation data
|
| 47 |
+
|
| 48 |
+
More information needed
|
| 49 |
+
|
| 50 |
+
## Training procedure
|
| 51 |
+
|
| 52 |
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### Training hyperparameters
|
| 53 |
+
|
| 54 |
+
The following hyperparameters were used during training:
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| 55 |
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- learning_rate: 5e-05
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| 56 |
+
- train_batch_size: 32
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| 57 |
+
- eval_batch_size: 32
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| 58 |
+
- seed: 42
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| 59 |
+
- gradient_accumulation_steps: 4
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| 60 |
+
- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 62 |
+
- lr_scheduler_type: linear
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| 63 |
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- lr_scheduler_warmup_ratio: 0.1
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| 64 |
+
- num_epochs: 500
|
| 65 |
+
|
| 66 |
+
### Training results
|
| 67 |
+
|
| 68 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 69 |
+
|:-------------:|:------:|:----:|:---------------:|:--------:|
|
| 70 |
+
| 5.692 | 0.96 | 18 | 5.6904 | 0.0017 |
|
| 71 |
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| 5.6759 | 1.97 | 37 | 5.6829 | 0.0017 |
|
| 72 |
+
| 5.6699 | 2.99 | 56 | 5.6722 | 0.0033 |
|
| 73 |
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| 5.6484 | 4.0 | 75 | 5.6601 | 0.0033 |
|
| 74 |
+
| 5.6355 | 4.96 | 93 | 5.6486 | 0.005 |
|
| 75 |
+
| 5.6088 | 5.97 | 112 | 5.6375 | 0.0067 |
|
| 76 |
+
| 5.5941 | 6.99 | 131 | 5.6268 | 0.0083 |
|
| 77 |
+
| 5.5636 | 8.0 | 150 | 5.6131 | 0.0117 |
|
| 78 |
+
| 5.5499 | 8.96 | 168 | 5.5987 | 0.0117 |
|
| 79 |
+
| 5.5038 | 9.97 | 187 | 5.5798 | 0.0083 |
|
| 80 |
+
| 5.437 | 10.99 | 206 | 5.5757 | 0.0133 |
|
| 81 |
+
| 5.3642 | 12.0 | 225 | 5.5482 | 0.0133 |
|
| 82 |
+
| 5.2877 | 12.96 | 243 | 5.5107 | 0.0183 |
|
| 83 |
+
| 5.1992 | 13.97 | 262 | 5.4744 | 0.025 |
|
| 84 |
+
| 5.0956 | 14.99 | 281 | 5.4006 | 0.0333 |
|
| 85 |
+
| 4.9566 | 16.0 | 300 | 5.3490 | 0.0433 |
|
| 86 |
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| 4.8827 | 16.96 | 318 | 5.2856 | 0.0517 |
|
| 87 |
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| 4.7089 | 17.97 | 337 | 5.1565 | 0.075 |
|
| 88 |
+
| 4.5187 | 18.99 | 356 | 5.0459 | 0.0817 |
|
| 89 |
+
| 4.4164 | 20.0 | 375 | 4.9614 | 0.0983 |
|
| 90 |
+
| 4.2402 | 20.96 | 393 | 4.8814 | 0.0983 |
|
| 91 |
+
| 4.0046 | 21.97 | 412 | 4.7763 | 0.1167 |
|
| 92 |
+
| 3.8336 | 22.99 | 431 | 4.6775 | 0.125 |
|
| 93 |
+
| 3.6379 | 24.0 | 450 | 4.6089 | 0.14 |
|
| 94 |
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| 3.4647 | 24.96 | 468 | 4.5512 | 0.1433 |
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| 95 |
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| 3.3663 | 25.97 | 487 | 4.4674 | 0.1533 |
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| 96 |
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| 3.1445 | 26.99 | 506 | 4.4247 | 0.15 |
|
| 97 |
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| 3.0248 | 28.0 | 525 | 4.3519 | 0.1633 |
|
| 98 |
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| 2.8415 | 28.96 | 543 | 4.3256 | 0.1633 |
|
| 99 |
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| 2.6664 | 29.97 | 562 | 4.3015 | 0.18 |
|
| 100 |
+
| 2.5225 | 30.99 | 581 | 4.2571 | 0.1867 |
|
| 101 |
+
| 2.4433 | 32.0 | 600 | 4.2507 | 0.1833 |
|
| 102 |
+
| 2.3169 | 32.96 | 618 | 4.2097 | 0.1933 |
|
| 103 |
+
| 2.145 | 33.97 | 637 | 4.1741 | 0.1883 |
|
| 104 |
+
| 2.0045 | 34.99 | 656 | 4.1681 | 0.1967 |
|
| 105 |
+
| 1.9272 | 36.0 | 675 | 4.1376 | 0.2083 |
|
| 106 |
+
| 1.7761 | 36.96 | 693 | 4.1391 | 0.1933 |
|
| 107 |
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| 1.7038 | 37.97 | 712 | 4.0957 | 0.205 |
|
| 108 |
+
| 1.5902 | 38.99 | 731 | 4.1309 | 0.2067 |
|
| 109 |
+
| 1.4921 | 40.0 | 750 | 4.1324 | 0.2033 |
|
| 110 |
+
| 1.3552 | 40.96 | 768 | 4.1510 | 0.2067 |
|
| 111 |
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| 1.2597 | 41.97 | 787 | 4.1636 | 0.205 |
|
| 112 |
+
| 1.2909 | 42.99 | 806 | 4.1422 | 0.2267 |
|
| 113 |
+
| 1.1661 | 44.0 | 825 | 4.1553 | 0.21 |
|
| 114 |
+
| 1.1031 | 44.96 | 843 | 4.1976 | 0.2167 |
|
| 115 |
+
| 1.0203 | 45.97 | 862 | 4.1673 | 0.2183 |
|
| 116 |
+
| 0.9883 | 46.99 | 881 | 4.1628 | 0.2167 |
|
| 117 |
+
| 0.976 | 48.0 | 900 | 4.1852 | 0.2267 |
|
| 118 |
+
| 0.8848 | 48.96 | 918 | 4.2108 | 0.2167 |
|
| 119 |
+
| 0.8616 | 49.97 | 937 | 4.2583 | 0.2133 |
|
| 120 |
+
| 0.8079 | 50.99 | 956 | 4.1821 | 0.23 |
|
| 121 |
+
| 0.8256 | 52.0 | 975 | 4.2021 | 0.2217 |
|
| 122 |
+
| 0.7439 | 52.96 | 993 | 4.2577 | 0.2167 |
|
| 123 |
+
| 0.6863 | 53.97 | 1012 | 4.2398 | 0.225 |
|
| 124 |
+
| 0.715 | 54.99 | 1031 | 4.2934 | 0.21 |
|
| 125 |
+
| 0.6924 | 56.0 | 1050 | 4.2675 | 0.225 |
|
| 126 |
+
| 0.6454 | 56.96 | 1068 | 4.2916 | 0.2117 |
|
| 127 |
+
| 0.5688 | 57.97 | 1087 | 4.3216 | 0.2217 |
|
| 128 |
+
| 0.5958 | 58.99 | 1106 | 4.3202 | 0.2133 |
|
| 129 |
+
| 0.5834 | 60.0 | 1125 | 4.3022 | 0.2267 |
|
| 130 |
+
| 0.5583 | 60.96 | 1143 | 4.3746 | 0.225 |
|
| 131 |
+
| 0.565 | 61.97 | 1162 | 4.3334 | 0.215 |
|
| 132 |
+
| 0.55 | 62.99 | 1181 | 4.3330 | 0.2217 |
|
| 133 |
+
| 0.4972 | 64.0 | 1200 | 4.3866 | 0.2183 |
|
| 134 |
+
| 0.4895 | 64.96 | 1218 | 4.3797 | 0.2267 |
|
| 135 |
+
| 0.4537 | 65.97 | 1237 | 4.3761 | 0.2267 |
|
| 136 |
+
| 0.4941 | 66.99 | 1256 | 4.4122 | 0.2317 |
|
| 137 |
+
| 0.4422 | 68.0 | 1275 | 4.4636 | 0.2217 |
|
| 138 |
+
| 0.3731 | 68.96 | 1293 | 4.4118 | 0.2217 |
|
| 139 |
+
| 0.4338 | 69.97 | 1312 | 4.4002 | 0.2217 |
|
| 140 |
+
| 0.4482 | 70.99 | 1331 | 4.4558 | 0.2233 |
|
| 141 |
+
| 0.4206 | 72.0 | 1350 | 4.4238 | 0.23 |
|
| 142 |
+
| 0.4009 | 72.96 | 1368 | 4.4717 | 0.2267 |
|
| 143 |
+
| 0.4297 | 73.97 | 1387 | 4.5047 | 0.23 |
|
| 144 |
+
| 0.4031 | 74.99 | 1406 | 4.4637 | 0.2233 |
|
| 145 |
+
| 0.3489 | 76.0 | 1425 | 4.4878 | 0.2183 |
|
| 146 |
+
| 0.4202 | 76.96 | 1443 | 4.4785 | 0.23 |
|
| 147 |
+
| 0.3307 | 77.97 | 1462 | 4.4647 | 0.2267 |
|
| 148 |
+
| 0.3919 | 78.99 | 1481 | 4.5011 | 0.2233 |
|
| 149 |
+
| 0.3511 | 80.0 | 1500 | 4.4895 | 0.2367 |
|
| 150 |
+
| 0.334 | 80.96 | 1518 | 4.4878 | 0.2283 |
|
| 151 |
+
| 0.3958 | 81.97 | 1537 | 4.5025 | 0.2367 |
|
| 152 |
+
| 0.316 | 82.99 | 1556 | 4.5792 | 0.2317 |
|
| 153 |
+
| 0.3135 | 84.0 | 1575 | 4.4894 | 0.2333 |
|
| 154 |
+
| 0.3292 | 84.96 | 1593 | 4.5495 | 0.235 |
|
| 155 |
+
| 0.3116 | 85.97 | 1612 | 4.5069 | 0.2317 |
|
| 156 |
+
| 0.3162 | 86.99 | 1631 | 4.5407 | 0.23 |
|
| 157 |
+
| 0.3173 | 88.0 | 1650 | 4.5997 | 0.2217 |
|
| 158 |
+
| 0.2857 | 88.96 | 1668 | 4.5476 | 0.2283 |
|
| 159 |
+
| 0.2869 | 89.97 | 1687 | 4.5655 | 0.2217 |
|
| 160 |
+
| 0.299 | 90.99 | 1706 | 4.5743 | 0.24 |
|
| 161 |
+
| 0.3142 | 92.0 | 1725 | 4.5478 | 0.23 |
|
| 162 |
+
| 0.3066 | 92.96 | 1743 | 4.5509 | 0.2367 |
|
| 163 |
+
| 0.2542 | 93.97 | 1762 | 4.5452 | 0.225 |
|
| 164 |
+
| 0.2707 | 94.99 | 1781 | 4.5017 | 0.225 |
|
| 165 |
+
| 0.2781 | 96.0 | 1800 | 4.5425 | 0.23 |
|
| 166 |
+
| 0.2611 | 96.96 | 1818 | 4.6214 | 0.2233 |
|
| 167 |
+
| 0.2816 | 97.97 | 1837 | 4.5780 | 0.2233 |
|
| 168 |
+
| 0.2698 | 98.99 | 1856 | 4.5237 | 0.225 |
|
| 169 |
+
| 0.2568 | 100.0 | 1875 | 4.6262 | 0.2167 |
|
| 170 |
+
| 0.2925 | 100.96 | 1893 | 4.6138 | 0.2133 |
|
| 171 |
+
| 0.2542 | 101.97 | 1912 | 4.6329 | 0.22 |
|
| 172 |
+
| 0.2276 | 102.99 | 1931 | 4.5854 | 0.23 |
|
| 173 |
+
| 0.2701 | 104.0 | 1950 | 4.5662 | 0.2167 |
|
| 174 |
+
| 0.2492 | 104.96 | 1968 | 4.6098 | 0.225 |
|
| 175 |
+
| 0.2394 | 105.97 | 1987 | 4.6215 | 0.2333 |
|
| 176 |
+
| 0.2409 | 106.99 | 2006 | 4.6277 | 0.2317 |
|
| 177 |
+
| 0.2578 | 108.0 | 2025 | 4.6173 | 0.2267 |
|
| 178 |
+
| 0.229 | 108.96 | 2043 | 4.6405 | 0.2283 |
|
| 179 |
+
| 0.2438 | 109.97 | 2062 | 4.6041 | 0.2233 |
|
| 180 |
+
| 0.2441 | 110.99 | 2081 | 4.6367 | 0.23 |
|
| 181 |
+
| 0.2353 | 112.0 | 2100 | 4.5877 | 0.2467 |
|
| 182 |
+
| 0.1876 | 112.96 | 2118 | 4.6518 | 0.2333 |
|
| 183 |
+
| 0.1996 | 113.97 | 2137 | 4.6810 | 0.2367 |
|
| 184 |
+
| 0.1908 | 114.99 | 2156 | 4.6483 | 0.245 |
|
| 185 |
+
| 0.1905 | 116.0 | 2175 | 4.6117 | 0.22 |
|
| 186 |
+
| 0.1995 | 116.96 | 2193 | 4.6283 | 0.2183 |
|
| 187 |
+
| 0.2044 | 117.97 | 2212 | 4.6130 | 0.2283 |
|
| 188 |
+
| 0.2156 | 118.99 | 2231 | 4.6729 | 0.2167 |
|
| 189 |
+
| 0.2003 | 120.0 | 2250 | 4.6124 | 0.24 |
|
| 190 |
+
| 0.1861 | 120.96 | 2268 | 4.6839 | 0.23 |
|
| 191 |
+
| 0.2072 | 121.97 | 2287 | 4.7217 | 0.2267 |
|
| 192 |
+
| 0.1973 | 122.99 | 2306 | 4.7596 | 0.23 |
|
| 193 |
+
| 0.2191 | 124.0 | 2325 | 4.7394 | 0.2283 |
|
| 194 |
+
| 0.1738 | 124.96 | 2343 | 4.7356 | 0.23 |
|
| 195 |
+
| 0.1669 | 125.97 | 2362 | 4.7210 | 0.235 |
|
| 196 |
+
| 0.1971 | 126.99 | 2381 | 4.6826 | 0.23 |
|
| 197 |
+
| 0.1972 | 128.0 | 2400 | 4.7256 | 0.2233 |
|
| 198 |
+
| 0.1794 | 128.96 | 2418 | 4.6589 | 0.235 |
|
| 199 |
+
| 0.1894 | 129.97 | 2437 | 4.7391 | 0.2317 |
|
| 200 |
+
| 0.1854 | 130.99 | 2456 | 4.7441 | 0.23 |
|
| 201 |
+
| 0.1551 | 132.0 | 2475 | 4.7559 | 0.2233 |
|
| 202 |
+
| 0.179 | 132.96 | 2493 | 4.7555 | 0.235 |
|
| 203 |
+
| 0.2235 | 133.97 | 2512 | 4.7686 | 0.2183 |
|
| 204 |
+
| 0.179 | 134.99 | 2531 | 4.7334 | 0.2283 |
|
| 205 |
+
| 0.1595 | 136.0 | 2550 | 4.7324 | 0.2267 |
|
| 206 |
+
| 0.1598 | 136.96 | 2568 | 4.7099 | 0.245 |
|
| 207 |
+
| 0.178 | 137.97 | 2587 | 4.7363 | 0.2317 |
|
| 208 |
+
| 0.1976 | 138.99 | 2606 | 4.7806 | 0.2217 |
|
| 209 |
+
| 0.153 | 140.0 | 2625 | 4.8128 | 0.2267 |
|
| 210 |
+
| 0.1946 | 140.96 | 2643 | 4.7925 | 0.2233 |
|
| 211 |
+
| 0.1597 | 141.97 | 2662 | 4.8279 | 0.2117 |
|
| 212 |
+
| 0.1515 | 142.99 | 2681 | 4.8203 | 0.2233 |
|
| 213 |
+
| 0.2013 | 144.0 | 2700 | 4.7393 | 0.23 |
|
| 214 |
+
| 0.1431 | 144.96 | 2718 | 4.7866 | 0.2367 |
|
| 215 |
+
| 0.1864 | 145.97 | 2737 | 4.7730 | 0.2317 |
|
| 216 |
+
| 0.1676 | 146.99 | 2756 | 4.8112 | 0.2333 |
|
| 217 |
+
| 0.1502 | 148.0 | 2775 | 4.8374 | 0.215 |
|
| 218 |
+
| 0.1584 | 148.96 | 2793 | 4.8600 | 0.2317 |
|
| 219 |
+
| 0.1901 | 149.97 | 2812 | 4.8647 | 0.2167 |
|
| 220 |
+
| 0.1347 | 150.99 | 2831 | 4.8073 | 0.215 |
|
| 221 |
+
| 0.1859 | 152.0 | 2850 | 4.8766 | 0.2283 |
|
| 222 |
+
| 0.1483 | 152.96 | 2868 | 4.8392 | 0.23 |
|
| 223 |
+
| 0.149 | 153.97 | 2887 | 4.8734 | 0.215 |
|
| 224 |
+
| 0.1411 | 154.99 | 2906 | 4.9380 | 0.2083 |
|
| 225 |
+
| 0.1589 | 156.0 | 2925 | 4.8365 | 0.2367 |
|
| 226 |
+
| 0.1608 | 156.96 | 2943 | 4.8053 | 0.23 |
|
| 227 |
+
| 0.1759 | 157.97 | 2962 | 4.8690 | 0.2383 |
|
| 228 |
+
| 0.142 | 158.99 | 2981 | 4.8490 | 0.23 |
|
| 229 |
+
| 0.1433 | 160.0 | 3000 | 4.8658 | 0.2267 |
|
| 230 |
+
| 0.1407 | 160.96 | 3018 | 4.8936 | 0.2267 |
|
| 231 |
+
| 0.1442 | 161.97 | 3037 | 4.8534 | 0.235 |
|
| 232 |
+
| 0.1669 | 162.99 | 3056 | 4.9050 | 0.2317 |
|
| 233 |
+
| 0.1384 | 164.0 | 3075 | 4.8717 | 0.235 |
|
| 234 |
+
| 0.1366 | 164.96 | 3093 | 4.8951 | 0.2317 |
|
| 235 |
+
| 0.1428 | 165.97 | 3112 | 4.9253 | 0.225 |
|
| 236 |
+
| 0.1376 | 166.99 | 3131 | 4.9108 | 0.22 |
|
| 237 |
+
| 0.1238 | 168.0 | 3150 | 4.8965 | 0.2267 |
|
| 238 |
+
| 0.1129 | 168.96 | 3168 | 4.8446 | 0.2317 |
|
| 239 |
+
| 0.1296 | 169.97 | 3187 | 4.9100 | 0.2217 |
|
| 240 |
+
| 0.1383 | 170.99 | 3206 | 4.8886 | 0.2333 |
|
| 241 |
+
| 0.1511 | 172.0 | 3225 | 4.8883 | 0.235 |
|
| 242 |
+
| 0.1426 | 172.96 | 3243 | 4.8783 | 0.2333 |
|
| 243 |
+
| 0.1112 | 173.97 | 3262 | 4.9305 | 0.225 |
|
| 244 |
+
| 0.1456 | 174.99 | 3281 | 4.8354 | 0.2417 |
|
| 245 |
+
| 0.1343 | 176.0 | 3300 | 4.8553 | 0.225 |
|
| 246 |
+
| 0.1133 | 176.96 | 3318 | 4.8739 | 0.2317 |
|
| 247 |
+
| 0.1213 | 177.97 | 3337 | 4.8865 | 0.2333 |
|
| 248 |
+
| 0.1309 | 178.99 | 3356 | 4.9231 | 0.22 |
|
| 249 |
+
| 0.1197 | 180.0 | 3375 | 4.8976 | 0.2383 |
|
| 250 |
+
| 0.1619 | 180.96 | 3393 | 4.8812 | 0.2383 |
|
| 251 |
+
| 0.1254 | 181.97 | 3412 | 4.8260 | 0.225 |
|
| 252 |
+
| 0.0934 | 182.99 | 3431 | 4.8645 | 0.2283 |
|
| 253 |
+
| 0.1156 | 184.0 | 3450 | 4.8253 | 0.24 |
|
| 254 |
+
| 0.1008 | 184.96 | 3468 | 4.8692 | 0.2467 |
|
| 255 |
+
| 0.1273 | 185.97 | 3487 | 4.9049 | 0.24 |
|
| 256 |
+
| 0.1352 | 186.99 | 3506 | 4.8660 | 0.2333 |
|
| 257 |
+
| 0.1411 | 188.0 | 3525 | 4.8252 | 0.2333 |
|
| 258 |
+
| 0.124 | 188.96 | 3543 | 4.8715 | 0.2317 |
|
| 259 |
+
| 0.1121 | 189.97 | 3562 | 4.8768 | 0.24 |
|
| 260 |
+
| 0.1337 | 190.99 | 3581 | 4.9004 | 0.2433 |
|
| 261 |
+
| 0.106 | 192.0 | 3600 | 4.8300 | 0.2333 |
|
| 262 |
+
| 0.1044 | 192.96 | 3618 | 4.7903 | 0.25 |
|
| 263 |
+
| 0.1259 | 193.97 | 3637 | 4.8227 | 0.2267 |
|
| 264 |
+
| 0.1182 | 194.99 | 3656 | 4.8286 | 0.2283 |
|
| 265 |
+
| 0.1269 | 196.0 | 3675 | 4.8475 | 0.2467 |
|
| 266 |
+
| 0.1304 | 196.96 | 3693 | 4.8759 | 0.2367 |
|
| 267 |
+
| 0.1086 | 197.97 | 3712 | 4.8773 | 0.2283 |
|
| 268 |
+
| 0.1184 | 198.99 | 3731 | 4.8875 | 0.2317 |
|
| 269 |
+
| 0.114 | 200.0 | 3750 | 4.9083 | 0.2283 |
|
| 270 |
+
| 0.1028 | 200.96 | 3768 | 4.8888 | 0.2283 |
|
| 271 |
+
| 0.1355 | 201.97 | 3787 | 4.8358 | 0.23 |
|
| 272 |
+
| 0.1038 | 202.99 | 3806 | 4.8567 | 0.23 |
|
| 273 |
+
| 0.1122 | 204.0 | 3825 | 4.8578 | 0.2317 |
|
| 274 |
+
| 0.0864 | 204.96 | 3843 | 4.9288 | 0.2333 |
|
| 275 |
+
| 0.0969 | 205.97 | 3862 | 4.8940 | 0.2567 |
|
| 276 |
+
| 0.0986 | 206.99 | 3881 | 4.8632 | 0.2483 |
|
| 277 |
+
| 0.1291 | 208.0 | 3900 | 4.9114 | 0.2433 |
|
| 278 |
+
| 0.1244 | 208.96 | 3918 | 4.9076 | 0.2483 |
|
| 279 |
+
| 0.1112 | 209.97 | 3937 | 4.8954 | 0.245 |
|
| 280 |
+
| 0.1032 | 210.99 | 3956 | 4.8885 | 0.2433 |
|
| 281 |
+
| 0.0919 | 212.0 | 3975 | 4.9197 | 0.2433 |
|
| 282 |
+
| 0.1153 | 212.96 | 3993 | 4.9020 | 0.25 |
|
| 283 |
+
| 0.0978 | 213.97 | 4012 | 4.9312 | 0.2433 |
|
| 284 |
+
| 0.1316 | 214.99 | 4031 | 4.9504 | 0.2417 |
|
| 285 |
+
| 0.1222 | 216.0 | 4050 | 4.9403 | 0.2367 |
|
| 286 |
+
| 0.1108 | 216.96 | 4068 | 4.8719 | 0.2483 |
|
| 287 |
+
| 0.0996 | 217.97 | 4087 | 4.8812 | 0.24 |
|
| 288 |
+
| 0.0907 | 218.99 | 4106 | 4.9203 | 0.25 |
|
| 289 |
+
| 0.0974 | 220.0 | 4125 | 4.9728 | 0.2417 |
|
| 290 |
+
| 0.1127 | 220.96 | 4143 | 4.9708 | 0.2467 |
|
| 291 |
+
| 0.0891 | 221.97 | 4162 | 5.0154 | 0.2517 |
|
| 292 |
+
| 0.0973 | 222.99 | 4181 | 4.9533 | 0.24 |
|
| 293 |
+
| 0.0912 | 224.0 | 4200 | 4.9306 | 0.2333 |
|
| 294 |
+
| 0.0971 | 224.96 | 4218 | 4.9873 | 0.2283 |
|
| 295 |
+
| 0.1069 | 225.97 | 4237 | 4.9154 | 0.2433 |
|
| 296 |
+
| 0.1163 | 226.99 | 4256 | 4.9178 | 0.2367 |
|
| 297 |
+
| 0.1139 | 228.0 | 4275 | 4.9395 | 0.2383 |
|
| 298 |
+
| 0.0816 | 228.96 | 4293 | 4.8986 | 0.2333 |
|
| 299 |
+
| 0.0899 | 229.97 | 4312 | 4.9542 | 0.2517 |
|
| 300 |
+
| 0.0984 | 230.99 | 4331 | 4.9305 | 0.2433 |
|
| 301 |
+
| 0.0732 | 232.0 | 4350 | 4.9264 | 0.2417 |
|
| 302 |
+
| 0.0947 | 232.96 | 4368 | 4.9676 | 0.235 |
|
| 303 |
+
| 0.0826 | 233.97 | 4387 | 5.0179 | 0.235 |
|
| 304 |
+
| 0.086 | 234.99 | 4406 | 4.9719 | 0.2283 |
|
| 305 |
+
| 0.1055 | 236.0 | 4425 | 4.9457 | 0.235 |
|
| 306 |
+
| 0.0872 | 236.96 | 4443 | 4.9355 | 0.2533 |
|
| 307 |
+
| 0.0826 | 237.97 | 4462 | 4.9467 | 0.245 |
|
| 308 |
+
| 0.081 | 238.99 | 4481 | 5.0036 | 0.245 |
|
| 309 |
+
| 0.0746 | 240.0 | 4500 | 5.0125 | 0.245 |
|
| 310 |
+
| 0.0725 | 240.96 | 4518 | 5.0061 | 0.2367 |
|
| 311 |
+
| 0.1104 | 241.97 | 4537 | 5.0150 | 0.2483 |
|
| 312 |
+
| 0.0885 | 242.99 | 4556 | 5.0063 | 0.2333 |
|
| 313 |
+
| 0.0847 | 244.0 | 4575 | 4.9919 | 0.2383 |
|
| 314 |
+
| 0.0751 | 244.96 | 4593 | 4.9881 | 0.2367 |
|
| 315 |
+
| 0.0872 | 245.97 | 4612 | 5.0013 | 0.2383 |
|
| 316 |
+
| 0.0771 | 246.99 | 4631 | 5.0273 | 0.235 |
|
| 317 |
+
| 0.0941 | 248.0 | 4650 | 5.0507 | 0.2317 |
|
| 318 |
+
| 0.116 | 248.96 | 4668 | 5.0491 | 0.245 |
|
| 319 |
+
| 0.0733 | 249.97 | 4687 | 5.0391 | 0.24 |
|
| 320 |
+
| 0.0821 | 250.99 | 4706 | 5.0231 | 0.235 |
|
| 321 |
+
| 0.075 | 252.0 | 4725 | 5.0388 | 0.2317 |
|
| 322 |
+
| 0.0885 | 252.96 | 4743 | 4.9838 | 0.2383 |
|
| 323 |
+
| 0.0759 | 253.97 | 4762 | 4.9536 | 0.2433 |
|
| 324 |
+
| 0.0773 | 254.99 | 4781 | 5.0145 | 0.2383 |
|
| 325 |
+
| 0.0707 | 256.0 | 4800 | 5.0352 | 0.2217 |
|
| 326 |
+
| 0.0861 | 256.96 | 4818 | 5.0295 | 0.2483 |
|
| 327 |
+
| 0.0739 | 257.97 | 4837 | 5.0354 | 0.2433 |
|
| 328 |
+
| 0.0822 | 258.99 | 4856 | 5.0563 | 0.245 |
|
| 329 |
+
| 0.0681 | 260.0 | 4875 | 5.0407 | 0.245 |
|
| 330 |
+
| 0.0872 | 260.96 | 4893 | 5.0511 | 0.2367 |
|
| 331 |
+
| 0.079 | 261.97 | 4912 | 5.1087 | 0.23 |
|
| 332 |
+
| 0.0733 | 262.99 | 4931 | 5.0523 | 0.225 |
|
| 333 |
+
| 0.097 | 264.0 | 4950 | 5.0368 | 0.2317 |
|
| 334 |
+
| 0.0669 | 264.96 | 4968 | 5.0501 | 0.2283 |
|
| 335 |
+
| 0.0801 | 265.97 | 4987 | 5.0515 | 0.235 |
|
| 336 |
+
| 0.0894 | 266.99 | 5006 | 5.0182 | 0.245 |
|
| 337 |
+
| 0.0815 | 268.0 | 5025 | 5.0713 | 0.23 |
|
| 338 |
+
| 0.0934 | 268.96 | 5043 | 5.0082 | 0.2417 |
|
| 339 |
+
| 0.0728 | 269.97 | 5062 | 5.0473 | 0.23 |
|
| 340 |
+
| 0.088 | 270.99 | 5081 | 5.0689 | 0.2267 |
|
| 341 |
+
| 0.0706 | 272.0 | 5100 | 5.0403 | 0.2383 |
|
| 342 |
+
| 0.0931 | 272.96 | 5118 | 5.0298 | 0.235 |
|
| 343 |
+
| 0.0784 | 273.97 | 5137 | 5.0141 | 0.2367 |
|
| 344 |
+
| 0.0831 | 274.99 | 5156 | 5.0314 | 0.2417 |
|
| 345 |
+
| 0.0624 | 276.0 | 5175 | 5.0445 | 0.2383 |
|
| 346 |
+
| 0.0819 | 276.96 | 5193 | 5.0632 | 0.2517 |
|
| 347 |
+
| 0.0714 | 277.97 | 5212 | 5.0520 | 0.255 |
|
| 348 |
+
| 0.0893 | 278.99 | 5231 | 5.0075 | 0.2533 |
|
| 349 |
+
| 0.0777 | 280.0 | 5250 | 5.0122 | 0.24 |
|
| 350 |
+
| 0.0686 | 280.96 | 5268 | 5.0477 | 0.2333 |
|
| 351 |
+
| 0.0849 | 281.97 | 5287 | 5.0238 | 0.2433 |
|
| 352 |
+
| 0.0969 | 282.99 | 5306 | 5.0061 | 0.2383 |
|
| 353 |
+
| 0.0906 | 284.0 | 5325 | 5.0771 | 0.2517 |
|
| 354 |
+
| 0.0843 | 284.96 | 5343 | 5.0882 | 0.2417 |
|
| 355 |
+
| 0.0538 | 285.97 | 5362 | 5.0800 | 0.2467 |
|
| 356 |
+
| 0.0678 | 286.99 | 5381 | 5.0976 | 0.2367 |
|
| 357 |
+
| 0.0729 | 288.0 | 5400 | 5.0817 | 0.2333 |
|
| 358 |
+
| 0.0922 | 288.96 | 5418 | 5.0955 | 0.2433 |
|
| 359 |
+
| 0.0684 | 289.97 | 5437 | 5.0873 | 0.2467 |
|
| 360 |
+
| 0.082 | 290.99 | 5456 | 5.1424 | 0.2383 |
|
| 361 |
+
| 0.0798 | 292.0 | 5475 | 5.0631 | 0.2433 |
|
| 362 |
+
| 0.0781 | 292.96 | 5493 | 5.0474 | 0.2517 |
|
| 363 |
+
| 0.0857 | 293.97 | 5512 | 5.0502 | 0.2417 |
|
| 364 |
+
| 0.0733 | 294.99 | 5531 | 5.0599 | 0.235 |
|
| 365 |
+
| 0.072 | 296.0 | 5550 | 5.0549 | 0.2433 |
|
| 366 |
+
| 0.101 | 296.96 | 5568 | 5.0783 | 0.24 |
|
| 367 |
+
| 0.0982 | 297.97 | 5587 | 5.1048 | 0.24 |
|
| 368 |
+
| 0.0782 | 298.99 | 5606 | 5.1096 | 0.235 |
|
| 369 |
+
| 0.0654 | 300.0 | 5625 | 5.1158 | 0.2333 |
|
| 370 |
+
| 0.0761 | 300.96 | 5643 | 5.0416 | 0.2383 |
|
| 371 |
+
| 0.079 | 301.97 | 5662 | 5.1202 | 0.235 |
|
| 372 |
+
| 0.0845 | 302.99 | 5681 | 5.1711 | 0.2333 |
|
| 373 |
+
| 0.0718 | 304.0 | 5700 | 5.1572 | 0.2383 |
|
| 374 |
+
| 0.0675 | 304.96 | 5718 | 5.1230 | 0.235 |
|
| 375 |
+
| 0.0683 | 305.97 | 5737 | 5.1464 | 0.23 |
|
| 376 |
+
| 0.0899 | 306.99 | 5756 | 5.0815 | 0.24 |
|
| 377 |
+
| 0.0692 | 308.0 | 5775 | 5.0867 | 0.2367 |
|
| 378 |
+
| 0.0843 | 308.96 | 5793 | 5.1006 | 0.2283 |
|
| 379 |
+
| 0.0742 | 309.97 | 5812 | 5.0545 | 0.2317 |
|
| 380 |
+
| 0.0689 | 310.99 | 5831 | 5.0509 | 0.2317 |
|
| 381 |
+
| 0.0714 | 312.0 | 5850 | 5.0536 | 0.2367 |
|
| 382 |
+
| 0.0669 | 312.96 | 5868 | 5.0488 | 0.2433 |
|
| 383 |
+
| 0.0726 | 313.97 | 5887 | 5.0903 | 0.2433 |
|
| 384 |
+
| 0.0509 | 314.99 | 5906 | 5.1158 | 0.2433 |
|
| 385 |
+
| 0.062 | 316.0 | 5925 | 5.0651 | 0.2417 |
|
| 386 |
+
| 0.0528 | 316.96 | 5943 | 5.0545 | 0.2467 |
|
| 387 |
+
| 0.0627 | 317.97 | 5962 | 5.0730 | 0.2417 |
|
| 388 |
+
| 0.0678 | 318.99 | 5981 | 5.0354 | 0.24 |
|
| 389 |
+
| 0.0603 | 320.0 | 6000 | 5.0496 | 0.2483 |
|
| 390 |
+
| 0.0703 | 320.96 | 6018 | 5.0788 | 0.2367 |
|
| 391 |
+
| 0.0797 | 321.97 | 6037 | 5.1071 | 0.24 |
|
| 392 |
+
| 0.0914 | 322.99 | 6056 | 5.0996 | 0.24 |
|
| 393 |
+
| 0.0688 | 324.0 | 6075 | 5.0954 | 0.24 |
|
| 394 |
+
| 0.0591 | 324.96 | 6093 | 5.1014 | 0.245 |
|
| 395 |
+
| 0.0622 | 325.97 | 6112 | 5.0859 | 0.24 |
|
| 396 |
+
| 0.0715 | 326.99 | 6131 | 5.0557 | 0.2533 |
|
| 397 |
+
| 0.0483 | 328.0 | 6150 | 5.1148 | 0.2383 |
|
| 398 |
+
| 0.0922 | 328.96 | 6168 | 5.1338 | 0.24 |
|
| 399 |
+
| 0.0588 | 329.97 | 6187 | 5.1553 | 0.245 |
|
| 400 |
+
| 0.0615 | 330.99 | 6206 | 5.1083 | 0.2483 |
|
| 401 |
+
| 0.0508 | 332.0 | 6225 | 5.1167 | 0.245 |
|
| 402 |
+
| 0.0691 | 332.96 | 6243 | 5.1116 | 0.2433 |
|
| 403 |
+
| 0.0684 | 333.97 | 6262 | 5.1211 | 0.2417 |
|
| 404 |
+
| 0.0519 | 334.99 | 6281 | 5.1481 | 0.2433 |
|
| 405 |
+
| 0.0571 | 336.0 | 6300 | 5.1662 | 0.245 |
|
| 406 |
+
| 0.038 | 336.96 | 6318 | 5.1616 | 0.245 |
|
| 407 |
+
| 0.0589 | 337.97 | 6337 | 5.1507 | 0.2483 |
|
| 408 |
+
| 0.0609 | 338.99 | 6356 | 5.1083 | 0.245 |
|
| 409 |
+
| 0.0484 | 340.0 | 6375 | 5.1392 | 0.2417 |
|
| 410 |
+
| 0.0842 | 340.96 | 6393 | 5.1476 | 0.2483 |
|
| 411 |
+
| 0.0569 | 341.97 | 6412 | 5.1547 | 0.245 |
|
| 412 |
+
| 0.0626 | 342.99 | 6431 | 5.1824 | 0.2383 |
|
| 413 |
+
| 0.0399 | 344.0 | 6450 | 5.1972 | 0.2417 |
|
| 414 |
+
| 0.0803 | 344.96 | 6468 | 5.1678 | 0.2433 |
|
| 415 |
+
| 0.0533 | 345.97 | 6487 | 5.1815 | 0.2417 |
|
| 416 |
+
| 0.0542 | 346.99 | 6506 | 5.1768 | 0.2383 |
|
| 417 |
+
| 0.0624 | 348.0 | 6525 | 5.1759 | 0.2333 |
|
| 418 |
+
| 0.055 | 348.96 | 6543 | 5.1954 | 0.2433 |
|
| 419 |
+
| 0.0678 | 349.97 | 6562 | 5.1478 | 0.2417 |
|
| 420 |
+
| 0.0557 | 350.99 | 6581 | 5.1236 | 0.24 |
|
| 421 |
+
| 0.0581 | 352.0 | 6600 | 5.1462 | 0.245 |
|
| 422 |
+
| 0.0509 | 352.96 | 6618 | 5.1428 | 0.235 |
|
| 423 |
+
| 0.0636 | 353.97 | 6637 | 5.1659 | 0.24 |
|
| 424 |
+
| 0.0671 | 354.99 | 6656 | 5.1583 | 0.24 |
|
| 425 |
+
| 0.0768 | 356.0 | 6675 | 5.1143 | 0.2283 |
|
| 426 |
+
| 0.0719 | 356.96 | 6693 | 5.1047 | 0.235 |
|
| 427 |
+
| 0.0653 | 357.97 | 6712 | 5.1262 | 0.2467 |
|
| 428 |
+
| 0.0646 | 358.99 | 6731 | 5.1456 | 0.245 |
|
| 429 |
+
| 0.0466 | 360.0 | 6750 | 5.1514 | 0.2517 |
|
| 430 |
+
| 0.0447 | 360.96 | 6768 | 5.1479 | 0.24 |
|
| 431 |
+
| 0.0671 | 361.97 | 6787 | 5.1508 | 0.2383 |
|
| 432 |
+
| 0.0618 | 362.99 | 6806 | 5.1520 | 0.2367 |
|
| 433 |
+
| 0.0559 | 364.0 | 6825 | 5.1495 | 0.2367 |
|
| 434 |
+
| 0.0745 | 364.96 | 6843 | 5.1606 | 0.235 |
|
| 435 |
+
| 0.0542 | 365.97 | 6862 | 5.1888 | 0.235 |
|
| 436 |
+
| 0.0737 | 366.99 | 6881 | 5.2100 | 0.2417 |
|
| 437 |
+
| 0.0524 | 368.0 | 6900 | 5.2309 | 0.2317 |
|
| 438 |
+
| 0.0548 | 368.96 | 6918 | 5.2278 | 0.2283 |
|
| 439 |
+
| 0.0742 | 369.97 | 6937 | 5.1995 | 0.2383 |
|
| 440 |
+
| 0.0512 | 370.99 | 6956 | 5.2024 | 0.24 |
|
| 441 |
+
| 0.0529 | 372.0 | 6975 | 5.1839 | 0.24 |
|
| 442 |
+
| 0.0647 | 372.96 | 6993 | 5.2155 | 0.2433 |
|
| 443 |
+
| 0.055 | 373.97 | 7012 | 5.1983 | 0.2417 |
|
| 444 |
+
| 0.0586 | 374.99 | 7031 | 5.1605 | 0.2467 |
|
| 445 |
+
| 0.0619 | 376.0 | 7050 | 5.1739 | 0.24 |
|
| 446 |
+
| 0.0462 | 376.96 | 7068 | 5.1929 | 0.2467 |
|
| 447 |
+
| 0.0406 | 377.97 | 7087 | 5.2178 | 0.2467 |
|
| 448 |
+
| 0.0578 | 378.99 | 7106 | 5.2028 | 0.2433 |
|
| 449 |
+
| 0.0643 | 380.0 | 7125 | 5.1912 | 0.245 |
|
| 450 |
+
| 0.0442 | 380.96 | 7143 | 5.2069 | 0.2417 |
|
| 451 |
+
| 0.0642 | 381.97 | 7162 | 5.1740 | 0.2417 |
|
| 452 |
+
| 0.0423 | 382.99 | 7181 | 5.1597 | 0.2417 |
|
| 453 |
+
| 0.0663 | 384.0 | 7200 | 5.1497 | 0.2467 |
|
| 454 |
+
| 0.0539 | 384.96 | 7218 | 5.1274 | 0.2467 |
|
| 455 |
+
| 0.0426 | 385.97 | 7237 | 5.1322 | 0.24 |
|
| 456 |
+
| 0.0489 | 386.99 | 7256 | 5.1582 | 0.2433 |
|
| 457 |
+
| 0.0591 | 388.0 | 7275 | 5.1627 | 0.245 |
|
| 458 |
+
| 0.0528 | 388.96 | 7293 | 5.1561 | 0.2483 |
|
| 459 |
+
| 0.0666 | 389.97 | 7312 | 5.1548 | 0.2433 |
|
| 460 |
+
| 0.053 | 390.99 | 7331 | 5.1537 | 0.2433 |
|
| 461 |
+
| 0.0546 | 392.0 | 7350 | 5.1460 | 0.25 |
|
| 462 |
+
| 0.0546 | 392.96 | 7368 | 5.1467 | 0.2467 |
|
| 463 |
+
| 0.0334 | 393.97 | 7387 | 5.1394 | 0.25 |
|
| 464 |
+
| 0.0548 | 394.99 | 7406 | 5.1488 | 0.2417 |
|
| 465 |
+
| 0.0441 | 396.0 | 7425 | 5.1643 | 0.2467 |
|
| 466 |
+
| 0.0476 | 396.96 | 7443 | 5.1578 | 0.255 |
|
| 467 |
+
| 0.0602 | 397.97 | 7462 | 5.1754 | 0.2517 |
|
| 468 |
+
| 0.0455 | 398.99 | 7481 | 5.1758 | 0.2533 |
|
| 469 |
+
| 0.0364 | 400.0 | 7500 | 5.1471 | 0.255 |
|
| 470 |
+
| 0.0479 | 400.96 | 7518 | 5.1424 | 0.2517 |
|
| 471 |
+
| 0.052 | 401.97 | 7537 | 5.1626 | 0.245 |
|
| 472 |
+
| 0.0521 | 402.99 | 7556 | 5.1680 | 0.2533 |
|
| 473 |
+
| 0.0527 | 404.0 | 7575 | 5.1557 | 0.2517 |
|
| 474 |
+
| 0.0534 | 404.96 | 7593 | 5.1781 | 0.2567 |
|
| 475 |
+
| 0.0431 | 405.97 | 7612 | 5.1900 | 0.2533 |
|
| 476 |
+
| 0.0506 | 406.99 | 7631 | 5.1651 | 0.2533 |
|
| 477 |
+
| 0.043 | 408.0 | 7650 | 5.1529 | 0.2567 |
|
| 478 |
+
| 0.0419 | 408.96 | 7668 | 5.1589 | 0.255 |
|
| 479 |
+
| 0.0388 | 409.97 | 7687 | 5.1641 | 0.2567 |
|
| 480 |
+
| 0.0601 | 410.99 | 7706 | 5.1679 | 0.2567 |
|
| 481 |
+
| 0.0521 | 412.0 | 7725 | 5.1805 | 0.255 |
|
| 482 |
+
| 0.0564 | 412.96 | 7743 | 5.1811 | 0.2517 |
|
| 483 |
+
| 0.0395 | 413.97 | 7762 | 5.1670 | 0.2483 |
|
| 484 |
+
| 0.0542 | 414.99 | 7781 | 5.1530 | 0.2517 |
|
| 485 |
+
| 0.0482 | 416.0 | 7800 | 5.1599 | 0.2483 |
|
| 486 |
+
| 0.0597 | 416.96 | 7818 | 5.1715 | 0.2517 |
|
| 487 |
+
| 0.0579 | 417.97 | 7837 | 5.1748 | 0.2517 |
|
| 488 |
+
| 0.0331 | 418.99 | 7856 | 5.1811 | 0.25 |
|
| 489 |
+
| 0.045 | 420.0 | 7875 | 5.1903 | 0.25 |
|
| 490 |
+
| 0.0424 | 420.96 | 7893 | 5.1830 | 0.2583 |
|
| 491 |
+
| 0.0474 | 421.97 | 7912 | 5.1867 | 0.2567 |
|
| 492 |
+
| 0.051 | 422.99 | 7931 | 5.1793 | 0.255 |
|
| 493 |
+
| 0.0563 | 424.0 | 7950 | 5.1588 | 0.2517 |
|
| 494 |
+
| 0.039 | 424.96 | 7968 | 5.1612 | 0.2483 |
|
| 495 |
+
| 0.0722 | 425.97 | 7987 | 5.1692 | 0.2433 |
|
| 496 |
+
| 0.0492 | 426.99 | 8006 | 5.1873 | 0.245 |
|
| 497 |
+
| 0.0594 | 428.0 | 8025 | 5.1983 | 0.245 |
|
| 498 |
+
| 0.0646 | 428.96 | 8043 | 5.2049 | 0.2483 |
|
| 499 |
+
| 0.0412 | 429.97 | 8062 | 5.1985 | 0.25 |
|
| 500 |
+
| 0.0493 | 430.99 | 8081 | 5.2013 | 0.24 |
|
| 501 |
+
| 0.0582 | 432.0 | 8100 | 5.1916 | 0.2467 |
|
| 502 |
+
| 0.0528 | 432.96 | 8118 | 5.1852 | 0.2483 |
|
| 503 |
+
| 0.0432 | 433.97 | 8137 | 5.1820 | 0.25 |
|
| 504 |
+
| 0.0313 | 434.99 | 8156 | 5.1844 | 0.2483 |
|
| 505 |
+
| 0.048 | 436.0 | 8175 | 5.1884 | 0.2467 |
|
| 506 |
+
| 0.0591 | 436.96 | 8193 | 5.1952 | 0.2467 |
|
| 507 |
+
| 0.0379 | 437.97 | 8212 | 5.2027 | 0.25 |
|
| 508 |
+
| 0.0355 | 438.99 | 8231 | 5.2032 | 0.2517 |
|
| 509 |
+
| 0.0499 | 440.0 | 8250 | 5.1997 | 0.2533 |
|
| 510 |
+
| 0.0464 | 440.96 | 8268 | 5.1866 | 0.255 |
|
| 511 |
+
| 0.0455 | 441.97 | 8287 | 5.1744 | 0.255 |
|
| 512 |
+
| 0.0429 | 442.99 | 8306 | 5.1745 | 0.2533 |
|
| 513 |
+
| 0.0532 | 444.0 | 8325 | 5.1885 | 0.2483 |
|
| 514 |
+
| 0.053 | 444.96 | 8343 | 5.1893 | 0.2517 |
|
| 515 |
+
| 0.0453 | 445.97 | 8362 | 5.1899 | 0.2467 |
|
| 516 |
+
| 0.0414 | 446.99 | 8381 | 5.1957 | 0.2433 |
|
| 517 |
+
| 0.0449 | 448.0 | 8400 | 5.2016 | 0.2433 |
|
| 518 |
+
| 0.0424 | 448.96 | 8418 | 5.2080 | 0.245 |
|
| 519 |
+
| 0.0377 | 449.97 | 8437 | 5.2015 | 0.2417 |
|
| 520 |
+
| 0.0448 | 450.99 | 8456 | 5.1974 | 0.2433 |
|
| 521 |
+
| 0.0647 | 452.0 | 8475 | 5.1928 | 0.24 |
|
| 522 |
+
| 0.0549 | 452.96 | 8493 | 5.1991 | 0.24 |
|
| 523 |
+
| 0.0455 | 453.97 | 8512 | 5.1975 | 0.245 |
|
| 524 |
+
| 0.0531 | 454.99 | 8531 | 5.1890 | 0.2417 |
|
| 525 |
+
| 0.0476 | 456.0 | 8550 | 5.1756 | 0.245 |
|
| 526 |
+
| 0.0366 | 456.96 | 8568 | 5.1726 | 0.2467 |
|
| 527 |
+
| 0.0534 | 457.97 | 8587 | 5.1726 | 0.2467 |
|
| 528 |
+
| 0.0521 | 458.99 | 8606 | 5.1757 | 0.2467 |
|
| 529 |
+
| 0.042 | 460.0 | 8625 | 5.1777 | 0.2467 |
|
| 530 |
+
| 0.0513 | 460.96 | 8643 | 5.1781 | 0.2483 |
|
| 531 |
+
| 0.0463 | 461.97 | 8662 | 5.1803 | 0.25 |
|
| 532 |
+
| 0.0563 | 462.99 | 8681 | 5.1841 | 0.2483 |
|
| 533 |
+
| 0.0366 | 464.0 | 8700 | 5.1888 | 0.245 |
|
| 534 |
+
| 0.0439 | 464.96 | 8718 | 5.1896 | 0.2467 |
|
| 535 |
+
| 0.0645 | 465.97 | 8737 | 5.1916 | 0.2483 |
|
| 536 |
+
| 0.0358 | 466.99 | 8756 | 5.1958 | 0.25 |
|
| 537 |
+
| 0.0397 | 468.0 | 8775 | 5.1982 | 0.2467 |
|
| 538 |
+
| 0.0498 | 468.96 | 8793 | 5.2001 | 0.245 |
|
| 539 |
+
| 0.0597 | 469.97 | 8812 | 5.2035 | 0.245 |
|
| 540 |
+
| 0.031 | 470.99 | 8831 | 5.2055 | 0.245 |
|
| 541 |
+
| 0.0466 | 472.0 | 8850 | 5.2071 | 0.245 |
|
| 542 |
+
| 0.0406 | 472.96 | 8868 | 5.2064 | 0.245 |
|
| 543 |
+
| 0.047 | 473.97 | 8887 | 5.2062 | 0.2467 |
|
| 544 |
+
| 0.0472 | 474.99 | 8906 | 5.2057 | 0.245 |
|
| 545 |
+
| 0.0392 | 476.0 | 8925 | 5.2060 | 0.2467 |
|
| 546 |
+
| 0.0314 | 476.96 | 8943 | 5.2054 | 0.2467 |
|
| 547 |
+
| 0.0411 | 477.97 | 8962 | 5.2049 | 0.2467 |
|
| 548 |
+
| 0.0427 | 478.99 | 8981 | 5.2046 | 0.2467 |
|
| 549 |
+
| 0.0469 | 480.0 | 9000 | 5.2045 | 0.2467 |
|
| 550 |
+
|
| 551 |
+
|
| 552 |
+
### Framework versions
|
| 553 |
+
|
| 554 |
+
- Transformers 4.31.0
|
| 555 |
+
- Pytorch 1.13.1
|
| 556 |
+
- Datasets 2.14.0
|
| 557 |
+
- Tokenizers 0.13.3
|
config.json
ADDED
|
@@ -0,0 +1,614 @@
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|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/swinv2-tiny-patch4-window8-256",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"Swinv2ForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"depths": [
|
| 8 |
+
2,
|
| 9 |
+
2,
|
| 10 |
+
6,
|
| 11 |
+
2
|
| 12 |
+
],
|
| 13 |
+
"drop_path_rate": 0.1,
|
| 14 |
+
"embed_dim": 96,
|
| 15 |
+
"encoder_stride": 32,
|
| 16 |
+
"hidden_act": "gelu",
|
| 17 |
+
"hidden_dropout_prob": 0.0,
|
| 18 |
+
"hidden_size": 768,
|
| 19 |
+
"id2label": {
|
| 20 |
+
"0": "acanthite",
|
| 21 |
+
"1": "actinolite",
|
| 22 |
+
"2": "adamite",
|
| 23 |
+
"3": "aegirine",
|
| 24 |
+
"4": "afghanite",
|
| 25 |
+
"5": "agate",
|
| 26 |
+
"6": "alabandite",
|
| 27 |
+
"7": "albite",
|
| 28 |
+
"8": "almandine",
|
| 29 |
+
"9": "amethyst",
|
| 30 |
+
"10": "analcime",
|
| 31 |
+
"11": "anatase",
|
| 32 |
+
"12": "andalusite",
|
| 33 |
+
"13": "andradite",
|
| 34 |
+
"14": "anglesite",
|
| 35 |
+
"15": "anhydrite",
|
| 36 |
+
"16": "annabergite",
|
| 37 |
+
"17": "anorthite",
|
| 38 |
+
"18": "anorthoclase",
|
| 39 |
+
"19": "antimony",
|
| 40 |
+
"20": "apatite",
|
| 41 |
+
"21": "apophyllite",
|
| 42 |
+
"22": "aquamarine",
|
| 43 |
+
"23": "aragonite",
|
| 44 |
+
"24": "arfvedsonite",
|
| 45 |
+
"25": "arsenic",
|
| 46 |
+
"26": "arsenopyrite",
|
| 47 |
+
"27": "augite",
|
| 48 |
+
"28": "aurichalcite",
|
| 49 |
+
"29": "axinite",
|
| 50 |
+
"30": "azurite",
|
| 51 |
+
"31": "babingtonite",
|
| 52 |
+
"32": "barite",
|
| 53 |
+
"33": "bauxite",
|
| 54 |
+
"34": "benitoite",
|
| 55 |
+
"35": "beryl",
|
| 56 |
+
"36": "biotite",
|
| 57 |
+
"37": "bismuth",
|
| 58 |
+
"38": "bismuthinite",
|
| 59 |
+
"39": "bixbyite",
|
| 60 |
+
"40": "boehmite",
|
| 61 |
+
"41": "boleite",
|
| 62 |
+
"42": "boracite",
|
| 63 |
+
"43": "borax",
|
| 64 |
+
"44": "bornite",
|
| 65 |
+
"45": "boulangerite",
|
| 66 |
+
"46": "bournonite",
|
| 67 |
+
"47": "brochantite",
|
| 68 |
+
"48": "bromargyrite",
|
| 69 |
+
"49": "brookite",
|
| 70 |
+
"50": "brucite",
|
| 71 |
+
"51": "buergerite",
|
| 72 |
+
"52": "bustamite",
|
| 73 |
+
"53": "bytownite",
|
| 74 |
+
"54": "calaverite",
|
| 75 |
+
"55": "calcite",
|
| 76 |
+
"56": "calomel",
|
| 77 |
+
"57": "carletonite",
|
| 78 |
+
"58": "cassiterite",
|
| 79 |
+
"59": "celestine",
|
| 80 |
+
"60": "cerussite",
|
| 81 |
+
"61": "cervantite",
|
| 82 |
+
"62": "chabazite",
|
| 83 |
+
"63": "chalcanthite",
|
| 84 |
+
"64": "chalcedony",
|
| 85 |
+
"65": "chalcocite",
|
| 86 |
+
"66": "chalcopyrite",
|
| 87 |
+
"67": "chambersite",
|
| 88 |
+
"68": "chamosite",
|
| 89 |
+
"69": "chlorargyrite",
|
| 90 |
+
"70": "chlorite",
|
| 91 |
+
"71": "chondrodite",
|
| 92 |
+
"72": "chromite",
|
| 93 |
+
"73": "chrysoberyl",
|
| 94 |
+
"74": "chrysocolla",
|
| 95 |
+
"75": "cinnabar",
|
| 96 |
+
"76": "citrine",
|
| 97 |
+
"77": "clinochlore",
|
| 98 |
+
"78": "clinohumite",
|
| 99 |
+
"79": "clinozoisite",
|
| 100 |
+
"80": "cobaltite",
|
| 101 |
+
"81": "coesite",
|
| 102 |
+
"82": "colemanite",
|
| 103 |
+
"83": "columbite",
|
| 104 |
+
"84": "cookeite",
|
| 105 |
+
"85": "copper",
|
| 106 |
+
"86": "cordierite",
|
| 107 |
+
"87": "corundum",
|
| 108 |
+
"88": "covellite",
|
| 109 |
+
"89": "cristobalite",
|
| 110 |
+
"90": "crocoite",
|
| 111 |
+
"91": "cryolite",
|
| 112 |
+
"92": "cumengeite",
|
| 113 |
+
"93": "cuprite",
|
| 114 |
+
"94": "cyanotrichite",
|
| 115 |
+
"95": "danburite",
|
| 116 |
+
"96": "datolite",
|
| 117 |
+
"97": "diamond",
|
| 118 |
+
"98": "diaspore",
|
| 119 |
+
"99": "diopside",
|
| 120 |
+
"100": "dioptase",
|
| 121 |
+
"101": "dolomite",
|
| 122 |
+
"102": "dravite",
|
| 123 |
+
"103": "dumortierite",
|
| 124 |
+
"104": "edenite",
|
| 125 |
+
"105": "elbaite",
|
| 126 |
+
"106": "emerald",
|
| 127 |
+
"107": "enargite",
|
| 128 |
+
"108": "enstatite",
|
| 129 |
+
"109": "epidote",
|
| 130 |
+
"110": "epistilbite",
|
| 131 |
+
"111": "erythrite",
|
| 132 |
+
"112": "euclase",
|
| 133 |
+
"113": "ferberite",
|
| 134 |
+
"114": "fluorite",
|
| 135 |
+
"115": "franklinite",
|
| 136 |
+
"116": "galena",
|
| 137 |
+
"117": "garnet",
|
| 138 |
+
"118": "gaspeite",
|
| 139 |
+
"119": "gibbsite",
|
| 140 |
+
"120": "glauberite",
|
| 141 |
+
"121": "glaucophane",
|
| 142 |
+
"122": "gmelinite",
|
| 143 |
+
"123": "goethite",
|
| 144 |
+
"124": "gold",
|
| 145 |
+
"125": "goosecreekite",
|
| 146 |
+
"126": "graphite",
|
| 147 |
+
"127": "greenockite",
|
| 148 |
+
"128": "grossular",
|
| 149 |
+
"129": "gummite",
|
| 150 |
+
"130": "gypsum",
|
| 151 |
+
"131": "halite",
|
| 152 |
+
"132": "hastingsite",
|
| 153 |
+
"133": "hauyne",
|
| 154 |
+
"134": "hedenbergite",
|
| 155 |
+
"135": "hematite",
|
| 156 |
+
"136": "hemimorphite",
|
| 157 |
+
"137": "heulandite",
|
| 158 |
+
"138": "hornblende",
|
| 159 |
+
"139": "howlite",
|
| 160 |
+
"140": "huebnerite",
|
| 161 |
+
"141": "humite",
|
| 162 |
+
"142": "hydrozincite",
|
| 163 |
+
"143": "ice",
|
| 164 |
+
"144": "ilmenite",
|
| 165 |
+
"145": "inesite",
|
| 166 |
+
"146": "iodargyrite",
|
| 167 |
+
"147": "iron-nickel",
|
| 168 |
+
"148": "jadeite",
|
| 169 |
+
"149": "jamesonite",
|
| 170 |
+
"150": "jarosite",
|
| 171 |
+
"151": "jasper",
|
| 172 |
+
"152": "jeremejevite",
|
| 173 |
+
"153": "johannsenite",
|
| 174 |
+
"154": "kaolinite",
|
| 175 |
+
"155": "kernite",
|
| 176 |
+
"156": "krennerite",
|
| 177 |
+
"157": "kyanite",
|
| 178 |
+
"158": "labradorite",
|
| 179 |
+
"159": "laumontite",
|
| 180 |
+
"160": "lawsonite",
|
| 181 |
+
"161": "lazulite",
|
| 182 |
+
"162": "lazurite",
|
| 183 |
+
"163": "lead",
|
| 184 |
+
"164": "lepidolite",
|
| 185 |
+
"165": "leucite",
|
| 186 |
+
"166": "liddicoatite",
|
| 187 |
+
"167": "limonite",
|
| 188 |
+
"168": "linarite",
|
| 189 |
+
"169": "lithiophilite",
|
| 190 |
+
"170": "loellingite",
|
| 191 |
+
"171": "luzonite",
|
| 192 |
+
"172": "magnesiochromite",
|
| 193 |
+
"173": "magnesite",
|
| 194 |
+
"174": "magnetite",
|
| 195 |
+
"175": "malachite",
|
| 196 |
+
"176": "manganite",
|
| 197 |
+
"177": "manganoneptunite",
|
| 198 |
+
"178": "marcasite",
|
| 199 |
+
"179": "marialite",
|
| 200 |
+
"180": "meionite",
|
| 201 |
+
"181": "melanophlogite",
|
| 202 |
+
"182": "mercury",
|
| 203 |
+
"183": "mesolite",
|
| 204 |
+
"184": "metacinnabar",
|
| 205 |
+
"185": "metastibnite",
|
| 206 |
+
"186": "metavariscite",
|
| 207 |
+
"187": "miargyrite",
|
| 208 |
+
"188": "microcline",
|
| 209 |
+
"189": "millerite",
|
| 210 |
+
"190": "mimetite",
|
| 211 |
+
"191": "molybdenite",
|
| 212 |
+
"192": "monazite",
|
| 213 |
+
"193": "muscovite",
|
| 214 |
+
"194": "natrolite",
|
| 215 |
+
"195": "nepheline",
|
| 216 |
+
"196": "neptunite",
|
| 217 |
+
"197": "nickeline",
|
| 218 |
+
"198": "nitratine",
|
| 219 |
+
"199": "norbergite",
|
| 220 |
+
"200": "nosean",
|
| 221 |
+
"201": "oligoclase",
|
| 222 |
+
"202": "olivine",
|
| 223 |
+
"203": "olmiite",
|
| 224 |
+
"204": "opal",
|
| 225 |
+
"205": "orpiment",
|
| 226 |
+
"206": "orthoclase",
|
| 227 |
+
"207": "otavite",
|
| 228 |
+
"208": "paradamite",
|
| 229 |
+
"209": "pararealgar",
|
| 230 |
+
"210": "pargasite",
|
| 231 |
+
"211": "pearceite",
|
| 232 |
+
"212": "pectolite",
|
| 233 |
+
"213": "pentlandite",
|
| 234 |
+
"214": "pezzottaite",
|
| 235 |
+
"215": "phenakite",
|
| 236 |
+
"216": "phlogopite",
|
| 237 |
+
"217": "phosgenite",
|
| 238 |
+
"218": "plagioclase",
|
| 239 |
+
"219": "platinum",
|
| 240 |
+
"220": "polybasite",
|
| 241 |
+
"221": "powellite",
|
| 242 |
+
"222": "prehnite",
|
| 243 |
+
"223": "proustite",
|
| 244 |
+
"224": "psilomelane",
|
| 245 |
+
"225": "pumpellyite",
|
| 246 |
+
"226": "pyrargyrite",
|
| 247 |
+
"227": "pyrite",
|
| 248 |
+
"228": "pyrolusite",
|
| 249 |
+
"229": "pyromorphite",
|
| 250 |
+
"230": "pyrope",
|
| 251 |
+
"231": "pyrophyllite",
|
| 252 |
+
"232": "pyroxmangite",
|
| 253 |
+
"233": "pyrrhotite",
|
| 254 |
+
"234": "quartz",
|
| 255 |
+
"235": "rammelsbergite",
|
| 256 |
+
"236": "raspite",
|
| 257 |
+
"237": "realgar",
|
| 258 |
+
"238": "rheniite",
|
| 259 |
+
"239": "rhodochrosite",
|
| 260 |
+
"240": "rhodonite",
|
| 261 |
+
"241": "riebeckite",
|
| 262 |
+
"242": "romanechite",
|
| 263 |
+
"243": "rutile",
|
| 264 |
+
"244": "talc",
|
| 265 |
+
"245": "tantalite",
|
| 266 |
+
"246": "tellurium",
|
| 267 |
+
"247": "tennantite",
|
| 268 |
+
"248": "tephroite",
|
| 269 |
+
"249": "tetrahedrite",
|
| 270 |
+
"250": "thenardite",
|
| 271 |
+
"251": "thomsonite",
|
| 272 |
+
"252": "thorite",
|
| 273 |
+
"253": "tincalconite",
|
| 274 |
+
"254": "titanite",
|
| 275 |
+
"255": "topaz",
|
| 276 |
+
"256": "tourmaline",
|
| 277 |
+
"257": "tremolite",
|
| 278 |
+
"258": "tridymite",
|
| 279 |
+
"259": "triphylite",
|
| 280 |
+
"260": "turquoise",
|
| 281 |
+
"261": "ulexite",
|
| 282 |
+
"262": "uraninite",
|
| 283 |
+
"263": "uvarovite",
|
| 284 |
+
"264": "uvite",
|
| 285 |
+
"265": "vanadinite",
|
| 286 |
+
"266": "variscite",
|
| 287 |
+
"267": "vesuvianite",
|
| 288 |
+
"268": "vivianite",
|
| 289 |
+
"269": "water",
|
| 290 |
+
"270": "wavellite",
|
| 291 |
+
"271": "willemite",
|
| 292 |
+
"272": "witherite",
|
| 293 |
+
"273": "wolframite",
|
| 294 |
+
"274": "wollastonite",
|
| 295 |
+
"275": "wulfenite",
|
| 296 |
+
"276": "wurtzite",
|
| 297 |
+
"277": "xanthoconite",
|
| 298 |
+
"278": "xenotime",
|
| 299 |
+
"279": "zincite",
|
| 300 |
+
"280": "zircon",
|
| 301 |
+
"281": "zoisite"
|
| 302 |
+
},
|
| 303 |
+
"image_size": 256,
|
| 304 |
+
"initializer_range": 0.02,
|
| 305 |
+
"label2id": {
|
| 306 |
+
"acanthite": 0,
|
| 307 |
+
"actinolite": 1,
|
| 308 |
+
"adamite": 2,
|
| 309 |
+
"aegirine": 3,
|
| 310 |
+
"afghanite": 4,
|
| 311 |
+
"agate": 5,
|
| 312 |
+
"alabandite": 6,
|
| 313 |
+
"albite": 7,
|
| 314 |
+
"almandine": 8,
|
| 315 |
+
"amethyst": 9,
|
| 316 |
+
"analcime": 10,
|
| 317 |
+
"anatase": 11,
|
| 318 |
+
"andalusite": 12,
|
| 319 |
+
"andradite": 13,
|
| 320 |
+
"anglesite": 14,
|
| 321 |
+
"anhydrite": 15,
|
| 322 |
+
"annabergite": 16,
|
| 323 |
+
"anorthite": 17,
|
| 324 |
+
"anorthoclase": 18,
|
| 325 |
+
"antimony": 19,
|
| 326 |
+
"apatite": 20,
|
| 327 |
+
"apophyllite": 21,
|
| 328 |
+
"aquamarine": 22,
|
| 329 |
+
"aragonite": 23,
|
| 330 |
+
"arfvedsonite": 24,
|
| 331 |
+
"arsenic": 25,
|
| 332 |
+
"arsenopyrite": 26,
|
| 333 |
+
"augite": 27,
|
| 334 |
+
"aurichalcite": 28,
|
| 335 |
+
"axinite": 29,
|
| 336 |
+
"azurite": 30,
|
| 337 |
+
"babingtonite": 31,
|
| 338 |
+
"barite": 32,
|
| 339 |
+
"bauxite": 33,
|
| 340 |
+
"benitoite": 34,
|
| 341 |
+
"beryl": 35,
|
| 342 |
+
"biotite": 36,
|
| 343 |
+
"bismuth": 37,
|
| 344 |
+
"bismuthinite": 38,
|
| 345 |
+
"bixbyite": 39,
|
| 346 |
+
"boehmite": 40,
|
| 347 |
+
"boleite": 41,
|
| 348 |
+
"boracite": 42,
|
| 349 |
+
"borax": 43,
|
| 350 |
+
"bornite": 44,
|
| 351 |
+
"boulangerite": 45,
|
| 352 |
+
"bournonite": 46,
|
| 353 |
+
"brochantite": 47,
|
| 354 |
+
"bromargyrite": 48,
|
| 355 |
+
"brookite": 49,
|
| 356 |
+
"brucite": 50,
|
| 357 |
+
"buergerite": 51,
|
| 358 |
+
"bustamite": 52,
|
| 359 |
+
"bytownite": 53,
|
| 360 |
+
"calaverite": 54,
|
| 361 |
+
"calcite": 55,
|
| 362 |
+
"calomel": 56,
|
| 363 |
+
"carletonite": 57,
|
| 364 |
+
"cassiterite": 58,
|
| 365 |
+
"celestine": 59,
|
| 366 |
+
"cerussite": 60,
|
| 367 |
+
"cervantite": 61,
|
| 368 |
+
"chabazite": 62,
|
| 369 |
+
"chalcanthite": 63,
|
| 370 |
+
"chalcedony": 64,
|
| 371 |
+
"chalcocite": 65,
|
| 372 |
+
"chalcopyrite": 66,
|
| 373 |
+
"chambersite": 67,
|
| 374 |
+
"chamosite": 68,
|
| 375 |
+
"chlorargyrite": 69,
|
| 376 |
+
"chlorite": 70,
|
| 377 |
+
"chondrodite": 71,
|
| 378 |
+
"chromite": 72,
|
| 379 |
+
"chrysoberyl": 73,
|
| 380 |
+
"chrysocolla": 74,
|
| 381 |
+
"cinnabar": 75,
|
| 382 |
+
"citrine": 76,
|
| 383 |
+
"clinochlore": 77,
|
| 384 |
+
"clinohumite": 78,
|
| 385 |
+
"clinozoisite": 79,
|
| 386 |
+
"cobaltite": 80,
|
| 387 |
+
"coesite": 81,
|
| 388 |
+
"colemanite": 82,
|
| 389 |
+
"columbite": 83,
|
| 390 |
+
"cookeite": 84,
|
| 391 |
+
"copper": 85,
|
| 392 |
+
"cordierite": 86,
|
| 393 |
+
"corundum": 87,
|
| 394 |
+
"covellite": 88,
|
| 395 |
+
"cristobalite": 89,
|
| 396 |
+
"crocoite": 90,
|
| 397 |
+
"cryolite": 91,
|
| 398 |
+
"cumengeite": 92,
|
| 399 |
+
"cuprite": 93,
|
| 400 |
+
"cyanotrichite": 94,
|
| 401 |
+
"danburite": 95,
|
| 402 |
+
"datolite": 96,
|
| 403 |
+
"diamond": 97,
|
| 404 |
+
"diaspore": 98,
|
| 405 |
+
"diopside": 99,
|
| 406 |
+
"dioptase": 100,
|
| 407 |
+
"dolomite": 101,
|
| 408 |
+
"dravite": 102,
|
| 409 |
+
"dumortierite": 103,
|
| 410 |
+
"edenite": 104,
|
| 411 |
+
"elbaite": 105,
|
| 412 |
+
"emerald": 106,
|
| 413 |
+
"enargite": 107,
|
| 414 |
+
"enstatite": 108,
|
| 415 |
+
"epidote": 109,
|
| 416 |
+
"epistilbite": 110,
|
| 417 |
+
"erythrite": 111,
|
| 418 |
+
"euclase": 112,
|
| 419 |
+
"ferberite": 113,
|
| 420 |
+
"fluorite": 114,
|
| 421 |
+
"franklinite": 115,
|
| 422 |
+
"galena": 116,
|
| 423 |
+
"garnet": 117,
|
| 424 |
+
"gaspeite": 118,
|
| 425 |
+
"gibbsite": 119,
|
| 426 |
+
"glauberite": 120,
|
| 427 |
+
"glaucophane": 121,
|
| 428 |
+
"gmelinite": 122,
|
| 429 |
+
"goethite": 123,
|
| 430 |
+
"gold": 124,
|
| 431 |
+
"goosecreekite": 125,
|
| 432 |
+
"graphite": 126,
|
| 433 |
+
"greenockite": 127,
|
| 434 |
+
"grossular": 128,
|
| 435 |
+
"gummite": 129,
|
| 436 |
+
"gypsum": 130,
|
| 437 |
+
"halite": 131,
|
| 438 |
+
"hastingsite": 132,
|
| 439 |
+
"hauyne": 133,
|
| 440 |
+
"hedenbergite": 134,
|
| 441 |
+
"hematite": 135,
|
| 442 |
+
"hemimorphite": 136,
|
| 443 |
+
"heulandite": 137,
|
| 444 |
+
"hornblende": 138,
|
| 445 |
+
"howlite": 139,
|
| 446 |
+
"huebnerite": 140,
|
| 447 |
+
"humite": 141,
|
| 448 |
+
"hydrozincite": 142,
|
| 449 |
+
"ice": 143,
|
| 450 |
+
"ilmenite": 144,
|
| 451 |
+
"inesite": 145,
|
| 452 |
+
"iodargyrite": 146,
|
| 453 |
+
"iron-nickel": 147,
|
| 454 |
+
"jadeite": 148,
|
| 455 |
+
"jamesonite": 149,
|
| 456 |
+
"jarosite": 150,
|
| 457 |
+
"jasper": 151,
|
| 458 |
+
"jeremejevite": 152,
|
| 459 |
+
"johannsenite": 153,
|
| 460 |
+
"kaolinite": 154,
|
| 461 |
+
"kernite": 155,
|
| 462 |
+
"krennerite": 156,
|
| 463 |
+
"kyanite": 157,
|
| 464 |
+
"labradorite": 158,
|
| 465 |
+
"laumontite": 159,
|
| 466 |
+
"lawsonite": 160,
|
| 467 |
+
"lazulite": 161,
|
| 468 |
+
"lazurite": 162,
|
| 469 |
+
"lead": 163,
|
| 470 |
+
"lepidolite": 164,
|
| 471 |
+
"leucite": 165,
|
| 472 |
+
"liddicoatite": 166,
|
| 473 |
+
"limonite": 167,
|
| 474 |
+
"linarite": 168,
|
| 475 |
+
"lithiophilite": 169,
|
| 476 |
+
"loellingite": 170,
|
| 477 |
+
"luzonite": 171,
|
| 478 |
+
"magnesiochromite": 172,
|
| 479 |
+
"magnesite": 173,
|
| 480 |
+
"magnetite": 174,
|
| 481 |
+
"malachite": 175,
|
| 482 |
+
"manganite": 176,
|
| 483 |
+
"manganoneptunite": 177,
|
| 484 |
+
"marcasite": 178,
|
| 485 |
+
"marialite": 179,
|
| 486 |
+
"meionite": 180,
|
| 487 |
+
"melanophlogite": 181,
|
| 488 |
+
"mercury": 182,
|
| 489 |
+
"mesolite": 183,
|
| 490 |
+
"metacinnabar": 184,
|
| 491 |
+
"metastibnite": 185,
|
| 492 |
+
"metavariscite": 186,
|
| 493 |
+
"miargyrite": 187,
|
| 494 |
+
"microcline": 188,
|
| 495 |
+
"millerite": 189,
|
| 496 |
+
"mimetite": 190,
|
| 497 |
+
"molybdenite": 191,
|
| 498 |
+
"monazite": 192,
|
| 499 |
+
"muscovite": 193,
|
| 500 |
+
"natrolite": 194,
|
| 501 |
+
"nepheline": 195,
|
| 502 |
+
"neptunite": 196,
|
| 503 |
+
"nickeline": 197,
|
| 504 |
+
"nitratine": 198,
|
| 505 |
+
"norbergite": 199,
|
| 506 |
+
"nosean": 200,
|
| 507 |
+
"oligoclase": 201,
|
| 508 |
+
"olivine": 202,
|
| 509 |
+
"olmiite": 203,
|
| 510 |
+
"opal": 204,
|
| 511 |
+
"orpiment": 205,
|
| 512 |
+
"orthoclase": 206,
|
| 513 |
+
"otavite": 207,
|
| 514 |
+
"paradamite": 208,
|
| 515 |
+
"pararealgar": 209,
|
| 516 |
+
"pargasite": 210,
|
| 517 |
+
"pearceite": 211,
|
| 518 |
+
"pectolite": 212,
|
| 519 |
+
"pentlandite": 213,
|
| 520 |
+
"pezzottaite": 214,
|
| 521 |
+
"phenakite": 215,
|
| 522 |
+
"phlogopite": 216,
|
| 523 |
+
"phosgenite": 217,
|
| 524 |
+
"plagioclase": 218,
|
| 525 |
+
"platinum": 219,
|
| 526 |
+
"polybasite": 220,
|
| 527 |
+
"powellite": 221,
|
| 528 |
+
"prehnite": 222,
|
| 529 |
+
"proustite": 223,
|
| 530 |
+
"psilomelane": 224,
|
| 531 |
+
"pumpellyite": 225,
|
| 532 |
+
"pyrargyrite": 226,
|
| 533 |
+
"pyrite": 227,
|
| 534 |
+
"pyrolusite": 228,
|
| 535 |
+
"pyromorphite": 229,
|
| 536 |
+
"pyrope": 230,
|
| 537 |
+
"pyrophyllite": 231,
|
| 538 |
+
"pyroxmangite": 232,
|
| 539 |
+
"pyrrhotite": 233,
|
| 540 |
+
"quartz": 234,
|
| 541 |
+
"rammelsbergite": 235,
|
| 542 |
+
"raspite": 236,
|
| 543 |
+
"realgar": 237,
|
| 544 |
+
"rheniite": 238,
|
| 545 |
+
"rhodochrosite": 239,
|
| 546 |
+
"rhodonite": 240,
|
| 547 |
+
"riebeckite": 241,
|
| 548 |
+
"romanechite": 242,
|
| 549 |
+
"rutile": 243,
|
| 550 |
+
"talc": 244,
|
| 551 |
+
"tantalite": 245,
|
| 552 |
+
"tellurium": 246,
|
| 553 |
+
"tennantite": 247,
|
| 554 |
+
"tephroite": 248,
|
| 555 |
+
"tetrahedrite": 249,
|
| 556 |
+
"thenardite": 250,
|
| 557 |
+
"thomsonite": 251,
|
| 558 |
+
"thorite": 252,
|
| 559 |
+
"tincalconite": 253,
|
| 560 |
+
"titanite": 254,
|
| 561 |
+
"topaz": 255,
|
| 562 |
+
"tourmaline": 256,
|
| 563 |
+
"tremolite": 257,
|
| 564 |
+
"tridymite": 258,
|
| 565 |
+
"triphylite": 259,
|
| 566 |
+
"turquoise": 260,
|
| 567 |
+
"ulexite": 261,
|
| 568 |
+
"uraninite": 262,
|
| 569 |
+
"uvarovite": 263,
|
| 570 |
+
"uvite": 264,
|
| 571 |
+
"vanadinite": 265,
|
| 572 |
+
"variscite": 266,
|
| 573 |
+
"vesuvianite": 267,
|
| 574 |
+
"vivianite": 268,
|
| 575 |
+
"water": 269,
|
| 576 |
+
"wavellite": 270,
|
| 577 |
+
"willemite": 271,
|
| 578 |
+
"witherite": 272,
|
| 579 |
+
"wolframite": 273,
|
| 580 |
+
"wollastonite": 274,
|
| 581 |
+
"wulfenite": 275,
|
| 582 |
+
"wurtzite": 276,
|
| 583 |
+
"xanthoconite": 277,
|
| 584 |
+
"xenotime": 278,
|
| 585 |
+
"zincite": 279,
|
| 586 |
+
"zircon": 280,
|
| 587 |
+
"zoisite": 281
|
| 588 |
+
},
|
| 589 |
+
"layer_norm_eps": 1e-05,
|
| 590 |
+
"mlp_ratio": 4.0,
|
| 591 |
+
"model_type": "swinv2",
|
| 592 |
+
"num_channels": 3,
|
| 593 |
+
"num_heads": [
|
| 594 |
+
3,
|
| 595 |
+
6,
|
| 596 |
+
12,
|
| 597 |
+
24
|
| 598 |
+
],
|
| 599 |
+
"num_layers": 4,
|
| 600 |
+
"patch_size": 4,
|
| 601 |
+
"path_norm": true,
|
| 602 |
+
"pretrained_window_sizes": [
|
| 603 |
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0,
|
| 604 |
+
0,
|
| 605 |
+
0,
|
| 606 |
+
0
|
| 607 |
+
],
|
| 608 |
+
"problem_type": "single_label_classification",
|
| 609 |
+
"qkv_bias": true,
|
| 610 |
+
"torch_dtype": "float32",
|
| 611 |
+
"transformers_version": "4.31.0",
|
| 612 |
+
"use_absolute_embeddings": false,
|
| 613 |
+
"window_size": 8
|
| 614 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_rescale": true,
|
| 4 |
+
"do_resize": true,
|
| 5 |
+
"image_mean": [
|
| 6 |
+
0.485,
|
| 7 |
+
0.456,
|
| 8 |
+
0.406
|
| 9 |
+
],
|
| 10 |
+
"image_processor_type": "ViTImageProcessor",
|
| 11 |
+
"image_std": [
|
| 12 |
+
0.229,
|
| 13 |
+
0.224,
|
| 14 |
+
0.225
|
| 15 |
+
],
|
| 16 |
+
"resample": 3,
|
| 17 |
+
"rescale_factor": 0.00392156862745098,
|
| 18 |
+
"size": {
|
| 19 |
+
"height": 256,
|
| 20 |
+
"width": 256
|
| 21 |
+
}
|
| 22 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb0eb11b0902c4b37433f4129807b785a6b41b8c674b49914fc11bf25d8c2243
|
| 3 |
+
size 111266401
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:200d1d10a3f7def39f5b34ecd26f0b3df2dfde43f472f161d6fd3e0f6c1d03a7
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| 3 |
+
size 4027
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