Model save
Browse files- README.md +180 -0
- config.json +61 -0
- model.safetensors +3 -0
- preprocessor_config.json +45 -0
- training_args.bin +3 -0
README.md
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| 1 |
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---
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license: apache-2.0
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base_model: facebook/detr-resnet-50
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tags:
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- generated_from_trainer
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model-index:
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- name: facebook-detr-resnet-50-finetuned-10k-cppe5-manual-pad
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results: []
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---
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<!-- 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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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/qubvel-hf-co/transformers-detection-model-finetuning-cppe5/runs/01a30203)
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# facebook-detr-resnet-50-finetuned-10k-cppe5-manual-pad
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This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3496
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- Map: 0.2868
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- Map 50: 0.5691
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- Map 75: 0.2516
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- Map Small: 0.1306
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- Map Medium: 0.2195
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- Map Large: 0.5019
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- Mar 1: 0.2862
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- Mar 10: 0.445
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- Mar 100: 0.4563
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- Mar Small: 0.2314
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- Mar Medium: 0.3882
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- Mar Large: 0.6898
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- Map Coverall: 0.544
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- Mar 100 Coverall: 0.6635
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- Map Face Shield: 0.236
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- Mar 100 Face Shield: 0.462
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- Map Gloves: 0.2212
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- Mar 100 Gloves: 0.3888
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- Map Goggles: 0.1528
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- Mar 100 Goggles: 0.3738
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- Map Mask: 0.2799
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- Mar 100 Mask: 0.3933
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| 42 |
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| 43 |
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## Model description
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More information needed
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## Intended uses & limitations
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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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## Training and evaluation data
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| 52 |
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More information needed
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| 54 |
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| 55 |
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## Training procedure
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| 56 |
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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| 61 |
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- train_batch_size: 8
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| 62 |
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- eval_batch_size: 8
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| 63 |
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- seed: 1337
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 100.0
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- mixed_precision_training: Native AMP
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| 68 |
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| 69 |
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### Training results
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| 70 |
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| 71 |
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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 Coverall | Mar 100 Coverall | Map Face Shield | Mar 100 Face Shield | Map Gloves | Mar 100 Gloves | Map Goggles | Mar 100 Goggles | Map Mask | Mar 100 Mask |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:------------:|:----------------:|:---------------:|:-------------------:|:----------:|:--------------:|:-----------:|:---------------:|:--------:|:------------:|
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| 73 |
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| 2.5235 | 1.0 | 107 | 2.6448 | 0.0127 | 0.0362 | 0.0088 | 0.0018 | 0.0022 | 0.0186 | 0.0315 | 0.0937 | 0.1298 | 0.0232 | 0.0888 | 0.1371 | 0.0557 | 0.364 | 0.0 | 0.0 | 0.0015 | 0.0946 | 0.0 | 0.0 | 0.0062 | 0.1902 |
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| 74 |
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| 2.1772 | 2.0 | 214 | 2.2835 | 0.0445 | 0.0994 | 0.0342 | 0.0117 | 0.0071 | 0.0524 | 0.0749 | 0.1519 | 0.1864 | 0.0189 | 0.1059 | 0.2248 | 0.1927 | 0.5968 | 0.0 | 0.0 | 0.0115 | 0.1786 | 0.0 | 0.0 | 0.0181 | 0.1564 |
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| 75 |
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| 1.9857 | 3.0 | 321 | 2.0762 | 0.0711 | 0.1575 | 0.0585 | 0.0253 | 0.0318 | 0.0738 | 0.088 | 0.177 | 0.2115 | 0.0613 | 0.1367 | 0.2367 | 0.2674 | 0.5905 | 0.0 | 0.0 | 0.0189 | 0.1946 | 0.0 | 0.0 | 0.0691 | 0.2724 |
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| 76 |
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| 1.8097 | 4.0 | 428 | 2.0248 | 0.0773 | 0.1786 | 0.0598 | 0.021 | 0.0322 | 0.0734 | 0.0866 | 0.1715 | 0.1942 | 0.0285 | 0.123 | 0.2287 | 0.3053 | 0.5842 | 0.0 | 0.0 | 0.0279 | 0.1955 | 0.0 | 0.0 | 0.0534 | 0.1911 |
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| 77 |
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| 1.7428 | 5.0 | 535 | 1.9148 | 0.1025 | 0.2304 | 0.0842 | 0.0196 | 0.0602 | 0.114 | 0.121 | 0.2097 | 0.2318 | 0.0439 | 0.1555 | 0.2943 | 0.3403 | 0.5946 | 0.0241 | 0.0949 | 0.0415 | 0.2415 | 0.0 | 0.0 | 0.1066 | 0.228 |
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| 78 |
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| 1.6921 | 6.0 | 642 | 1.8970 | 0.111 | 0.2519 | 0.0859 | 0.0349 | 0.0688 | 0.1199 | 0.1241 | 0.2354 | 0.2563 | 0.0764 | 0.1743 | 0.3227 | 0.3717 | 0.6072 | 0.0317 | 0.1722 | 0.0397 | 0.2549 | 0.0002 | 0.0015 | 0.1116 | 0.2458 |
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| 79 |
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| 1.562 | 7.0 | 749 | 1.7797 | 0.1209 | 0.2665 | 0.0974 | 0.0334 | 0.081 | 0.1609 | 0.1371 | 0.2586 | 0.2847 | 0.0728 | 0.2192 | 0.3679 | 0.3819 | 0.6054 | 0.0348 | 0.2139 | 0.0349 | 0.2625 | 0.0051 | 0.0508 | 0.1478 | 0.2907 |
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| 80 |
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| 1.5582 | 8.0 | 856 | 1.8275 | 0.117 | 0.268 | 0.0943 | 0.0345 | 0.077 | 0.1645 | 0.1504 | 0.2766 | 0.301 | 0.0713 | 0.2487 | 0.3998 | 0.3426 | 0.5464 | 0.0523 | 0.2582 | 0.0436 | 0.2817 | 0.0134 | 0.1215 | 0.1333 | 0.2973 |
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| 81 |
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| 1.5405 | 9.0 | 963 | 1.7676 | 0.1184 | 0.2725 | 0.0868 | 0.0298 | 0.0702 | 0.1763 | 0.1488 | 0.2826 | 0.3065 | 0.0963 | 0.2407 | 0.3823 | 0.3739 | 0.5941 | 0.0415 | 0.2899 | 0.0494 | 0.2924 | 0.0094 | 0.0785 | 0.1179 | 0.2778 |
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| 82 |
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| 1.5026 | 10.0 | 1070 | 1.7252 | 0.1265 | 0.2823 | 0.1037 | 0.0324 | 0.0765 | 0.1961 | 0.138 | 0.285 | 0.3007 | 0.0647 | 0.2252 | 0.4382 | 0.3978 | 0.5874 | 0.0393 | 0.2861 | 0.0556 | 0.2576 | 0.0042 | 0.0985 | 0.1357 | 0.2738 |
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| 83 |
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| 1.4403 | 11.0 | 1177 | 1.7361 | 0.1199 | 0.2791 | 0.0884 | 0.0234 | 0.0732 | 0.1999 | 0.1517 | 0.3069 | 0.3293 | 0.0753 | 0.2784 | 0.4316 | 0.3841 | 0.5995 | 0.038 | 0.3241 | 0.0592 | 0.2875 | 0.0129 | 0.1954 | 0.1056 | 0.24 |
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| 84 |
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| 1.4051 | 12.0 | 1284 | 1.5740 | 0.1467 | 0.3189 | 0.1239 | 0.0416 | 0.0857 | 0.2063 | 0.1682 | 0.3084 | 0.323 | 0.0723 | 0.2503 | 0.4572 | 0.4522 | 0.6239 | 0.0392 | 0.2937 | 0.0735 | 0.2634 | 0.0106 | 0.14 | 0.1578 | 0.2942 |
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| 85 |
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| 1.3669 | 13.0 | 1391 | 1.5854 | 0.153 | 0.3248 | 0.1295 | 0.0596 | 0.1122 | 0.2503 | 0.1956 | 0.3474 | 0.3729 | 0.151 | 0.3226 | 0.5133 | 0.4379 | 0.6153 | 0.0644 | 0.3329 | 0.0593 | 0.2978 | 0.0169 | 0.2938 | 0.1865 | 0.3249 |
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| 86 |
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| 1.3682 | 14.0 | 1498 | 1.5955 | 0.1453 | 0.3237 | 0.1179 | 0.0361 | 0.0961 | 0.2062 | 0.1651 | 0.3247 | 0.3451 | 0.0913 | 0.2697 | 0.5109 | 0.4334 | 0.6198 | 0.0616 | 0.3608 | 0.0621 | 0.2902 | 0.0086 | 0.1615 | 0.1608 | 0.2933 |
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| 87 |
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| 1.346 | 15.0 | 1605 | 1.6085 | 0.1538 | 0.3293 | 0.1279 | 0.0405 | 0.1114 | 0.2537 | 0.1908 | 0.3577 | 0.3792 | 0.0964 | 0.3021 | 0.5916 | 0.4428 | 0.6572 | 0.0468 | 0.3772 | 0.0755 | 0.3129 | 0.0258 | 0.2431 | 0.1783 | 0.3058 |
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| 88 |
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| 1.3122 | 16.0 | 1712 | 1.5727 | 0.1437 | 0.3377 | 0.1051 | 0.0347 | 0.0856 | 0.2305 | 0.1729 | 0.3383 | 0.357 | 0.0949 | 0.2789 | 0.5172 | 0.4193 | 0.6275 | 0.0604 | 0.3342 | 0.0702 | 0.2839 | 0.0214 | 0.2692 | 0.1471 | 0.2702 |
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| 89 |
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| 1.2748 | 17.0 | 1819 | 1.5234 | 0.1722 | 0.3765 | 0.128 | 0.0803 | 0.1206 | 0.2685 | 0.2121 | 0.374 | 0.3911 | 0.1284 | 0.3148 | 0.5623 | 0.4324 | 0.6505 | 0.096 | 0.3595 | 0.0915 | 0.2763 | 0.0413 | 0.3323 | 0.1997 | 0.3369 |
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| 90 |
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| 1.2639 | 18.0 | 1926 | 1.5190 | 0.1732 | 0.3751 | 0.1449 | 0.0848 | 0.1178 | 0.2875 | 0.2034 | 0.3612 | 0.3807 | 0.1424 | 0.3203 | 0.5501 | 0.4713 | 0.6315 | 0.0866 | 0.3544 | 0.0962 | 0.3272 | 0.0212 | 0.26 | 0.1905 | 0.3302 |
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| 91 |
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| 1.2425 | 19.0 | 2033 | 1.5585 | 0.1836 | 0.374 | 0.1554 | 0.0796 | 0.1313 | 0.2946 | 0.2113 | 0.3768 | 0.391 | 0.1461 | 0.3159 | 0.5847 | 0.4745 | 0.6347 | 0.0719 | 0.3747 | 0.1053 | 0.3138 | 0.0566 | 0.2969 | 0.2096 | 0.3351 |
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| 92 |
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| 1.265 | 20.0 | 2140 | 1.5212 | 0.1739 | 0.3864 | 0.134 | 0.0502 | 0.1187 | 0.272 | 0.2054 | 0.368 | 0.3843 | 0.1314 | 0.3001 | 0.5844 | 0.4385 | 0.6239 | 0.1175 | 0.3494 | 0.099 | 0.3165 | 0.0213 | 0.3108 | 0.1934 | 0.3209 |
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| 93 |
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| 1.2125 | 21.0 | 2247 | 1.5035 | 0.1819 | 0.386 | 0.1533 | 0.0646 | 0.1241 | 0.3 | 0.232 | 0.3818 | 0.3982 | 0.1329 | 0.3256 | 0.5885 | 0.4446 | 0.6396 | 0.1118 | 0.3734 | 0.1022 | 0.3 | 0.0293 | 0.3385 | 0.2213 | 0.3396 |
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| 94 |
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| 1.1828 | 22.0 | 2354 | 1.5139 | 0.1809 | 0.3929 | 0.1458 | 0.0587 | 0.1283 | 0.3109 | 0.2154 | 0.3641 | 0.3787 | 0.1174 | 0.3251 | 0.5904 | 0.4583 | 0.5982 | 0.1001 | 0.3304 | 0.1195 | 0.3487 | 0.0236 | 0.2969 | 0.2032 | 0.3191 |
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| 95 |
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| 1.1895 | 23.0 | 2461 | 1.4818 | 0.1958 | 0.4092 | 0.1621 | 0.0763 | 0.1508 | 0.318 | 0.2278 | 0.3804 | 0.4006 | 0.1805 | 0.3439 | 0.5998 | 0.479 | 0.6293 | 0.1104 | 0.3481 | 0.1277 | 0.3688 | 0.0402 | 0.3138 | 0.2219 | 0.3431 |
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| 96 |
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| 1.1927 | 24.0 | 2568 | 1.6129 | 0.1802 | 0.3812 | 0.1469 | 0.0618 | 0.1201 | 0.3023 | 0.2074 | 0.3456 | 0.3553 | 0.1132 | 0.2784 | 0.5605 | 0.4696 | 0.6297 | 0.058 | 0.2608 | 0.1091 | 0.2942 | 0.045 | 0.2677 | 0.2195 | 0.324 |
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| 97 |
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| 1.197 | 25.0 | 2675 | 1.4576 | 0.2014 | 0.4065 | 0.1769 | 0.0793 | 0.1545 | 0.3362 | 0.2357 | 0.3998 | 0.4178 | 0.2175 | 0.3441 | 0.6152 | 0.508 | 0.655 | 0.1037 | 0.3924 | 0.1245 | 0.3545 | 0.0298 | 0.3323 | 0.241 | 0.3547 |
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| 98 |
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| 1.1583 | 26.0 | 2782 | 1.4889 | 0.1735 | 0.3811 | 0.1437 | 0.0674 | 0.1085 | 0.3269 | 0.2226 | 0.3668 | 0.3756 | 0.1439 | 0.2868 | 0.6292 | 0.474 | 0.6144 | 0.058 | 0.3443 | 0.1219 | 0.3143 | 0.0269 | 0.3 | 0.1868 | 0.3049 |
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| 99 |
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| 1.1499 | 27.0 | 2889 | 1.4347 | 0.2037 | 0.4082 | 0.1733 | 0.0669 | 0.147 | 0.3509 | 0.2402 | 0.3981 | 0.4132 | 0.1432 | 0.3412 | 0.648 | 0.4832 | 0.6216 | 0.1314 | 0.4101 | 0.1373 | 0.3723 | 0.0354 | 0.3369 | 0.2314 | 0.3249 |
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| 100 |
+
| 1.1175 | 28.0 | 2996 | 1.4621 | 0.2074 | 0.4218 | 0.1855 | 0.0594 | 0.1509 | 0.3311 | 0.2358 | 0.3946 | 0.4058 | 0.1261 | 0.3301 | 0.641 | 0.5008 | 0.6356 | 0.1259 | 0.3873 | 0.1371 | 0.3491 | 0.0395 | 0.3169 | 0.2335 | 0.34 |
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| 101 |
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| 1.1057 | 29.0 | 3103 | 1.4044 | 0.2045 | 0.4302 | 0.1851 | 0.0604 | 0.1609 | 0.3482 | 0.2308 | 0.3939 | 0.4041 | 0.1818 | 0.3389 | 0.6012 | 0.496 | 0.6392 | 0.1378 | 0.3924 | 0.1402 | 0.3509 | 0.038 | 0.3123 | 0.2102 | 0.3258 |
|
| 102 |
+
| 1.1072 | 30.0 | 3210 | 1.4896 | 0.2037 | 0.4363 | 0.1764 | 0.0861 | 0.1461 | 0.3392 | 0.2271 | 0.3782 | 0.3898 | 0.1786 | 0.304 | 0.599 | 0.4556 | 0.618 | 0.1319 | 0.3291 | 0.1395 | 0.3201 | 0.0659 | 0.3338 | 0.2256 | 0.348 |
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| 103 |
+
| 1.1166 | 31.0 | 3317 | 1.4189 | 0.2141 | 0.4447 | 0.1723 | 0.0767 | 0.1579 | 0.3553 | 0.2347 | 0.4025 | 0.4142 | 0.1692 | 0.3354 | 0.6345 | 0.4979 | 0.6491 | 0.1429 | 0.3873 | 0.1436 | 0.3594 | 0.0431 | 0.3154 | 0.243 | 0.3596 |
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| 104 |
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| 1.0683 | 32.0 | 3424 | 1.3984 | 0.2133 | 0.4285 | 0.1832 | 0.0872 | 0.1547 | 0.3622 | 0.2336 | 0.4192 | 0.4347 | 0.1959 | 0.3693 | 0.6244 | 0.5068 | 0.6608 | 0.1126 | 0.4215 | 0.1466 | 0.3781 | 0.0616 | 0.3462 | 0.2387 | 0.3671 |
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| 105 |
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| 1.05 | 33.0 | 3531 | 1.4137 | 0.2153 | 0.4432 | 0.189 | 0.0756 | 0.1596 | 0.3557 | 0.2428 | 0.4148 | 0.4274 | 0.1809 | 0.3604 | 0.6393 | 0.4804 | 0.6315 | 0.1326 | 0.4253 | 0.174 | 0.3571 | 0.0408 | 0.3677 | 0.2489 | 0.3551 |
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| 106 |
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| 1.0504 | 34.0 | 3638 | 1.4222 | 0.2121 | 0.425 | 0.1847 | 0.0775 | 0.1579 | 0.3364 | 0.2393 | 0.4108 | 0.4262 | 0.1439 | 0.3584 | 0.6313 | 0.4797 | 0.6401 | 0.1226 | 0.4152 | 0.167 | 0.3621 | 0.0411 | 0.3569 | 0.25 | 0.3569 |
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| 107 |
+
| 1.0388 | 35.0 | 3745 | 1.4170 | 0.2083 | 0.4296 | 0.1872 | 0.0619 | 0.1491 | 0.3271 | 0.2303 | 0.3943 | 0.4085 | 0.1517 | 0.3381 | 0.6055 | 0.4929 | 0.632 | 0.133 | 0.3709 | 0.1476 | 0.3701 | 0.0358 | 0.3246 | 0.2324 | 0.3449 |
|
| 108 |
+
| 1.0424 | 36.0 | 3852 | 1.4393 | 0.2095 | 0.4541 | 0.1662 | 0.0737 | 0.1639 | 0.3243 | 0.241 | 0.4031 | 0.4211 | 0.1632 | 0.3472 | 0.661 | 0.5007 | 0.6577 | 0.1148 | 0.3911 | 0.1644 | 0.3571 | 0.041 | 0.3585 | 0.2265 | 0.3409 |
|
| 109 |
+
| 0.9977 | 37.0 | 3959 | 1.3834 | 0.2189 | 0.456 | 0.1884 | 0.069 | 0.17 | 0.3655 | 0.2436 | 0.414 | 0.4266 | 0.1371 | 0.3778 | 0.6226 | 0.5032 | 0.659 | 0.1462 | 0.419 | 0.1561 | 0.3643 | 0.0432 | 0.3277 | 0.2459 | 0.3631 |
|
| 110 |
+
| 0.9976 | 38.0 | 4066 | 1.4365 | 0.229 | 0.4733 | 0.1982 | 0.0856 | 0.169 | 0.3789 | 0.25 | 0.4105 | 0.4238 | 0.1926 | 0.3413 | 0.6586 | 0.5024 | 0.6644 | 0.1461 | 0.3696 | 0.1708 | 0.3612 | 0.0891 | 0.3677 | 0.2366 | 0.356 |
|
| 111 |
+
| 0.9741 | 39.0 | 4173 | 1.3950 | 0.2353 | 0.4691 | 0.2025 | 0.0969 | 0.1833 | 0.3822 | 0.2607 | 0.4257 | 0.4398 | 0.2167 | 0.3694 | 0.6551 | 0.5071 | 0.6667 | 0.1737 | 0.419 | 0.1657 | 0.367 | 0.0738 | 0.3677 | 0.2564 | 0.3787 |
|
| 112 |
+
| 0.9572 | 40.0 | 4280 | 1.3827 | 0.2345 | 0.4771 | 0.2079 | 0.0914 | 0.1818 | 0.4182 | 0.2545 | 0.4239 | 0.4361 | 0.1676 | 0.3864 | 0.6508 | 0.5223 | 0.6649 | 0.1673 | 0.4 | 0.1675 | 0.3714 | 0.0644 | 0.3631 | 0.2509 | 0.3809 |
|
| 113 |
+
| 0.9527 | 41.0 | 4387 | 1.3950 | 0.2363 | 0.4806 | 0.209 | 0.0933 | 0.1853 | 0.3904 | 0.2542 | 0.4098 | 0.4267 | 0.1753 | 0.3682 | 0.6429 | 0.5025 | 0.6423 | 0.1863 | 0.3987 | 0.1749 | 0.3897 | 0.0727 | 0.3415 | 0.2448 | 0.3613 |
|
| 114 |
+
| 0.9402 | 42.0 | 4494 | 1.4097 | 0.2377 | 0.4978 | 0.1979 | 0.0981 | 0.1867 | 0.3944 | 0.2659 | 0.4194 | 0.4342 | 0.1837 | 0.3679 | 0.637 | 0.4944 | 0.6595 | 0.2014 | 0.4025 | 0.1767 | 0.3754 | 0.0693 | 0.36 | 0.2466 | 0.3738 |
|
| 115 |
+
| 0.9355 | 43.0 | 4601 | 1.4465 | 0.2284 | 0.4714 | 0.2014 | 0.0794 | 0.1788 | 0.3795 | 0.2517 | 0.4027 | 0.4165 | 0.1546 | 0.3514 | 0.648 | 0.4947 | 0.6514 | 0.1522 | 0.3899 | 0.1737 | 0.3772 | 0.077 | 0.3 | 0.2445 | 0.364 |
|
| 116 |
+
| 0.9298 | 44.0 | 4708 | 1.3826 | 0.2419 | 0.5069 | 0.1915 | 0.0948 | 0.1906 | 0.4131 | 0.2578 | 0.4168 | 0.4293 | 0.1687 | 0.3585 | 0.6618 | 0.5075 | 0.6518 | 0.1902 | 0.3899 | 0.1781 | 0.383 | 0.086 | 0.3523 | 0.2476 | 0.3693 |
|
| 117 |
+
| 0.9105 | 45.0 | 4815 | 1.3480 | 0.241 | 0.4832 | 0.2094 | 0.0621 | 0.201 | 0.4065 | 0.2621 | 0.4094 | 0.4202 | 0.1292 | 0.3542 | 0.6473 | 0.5239 | 0.6685 | 0.1993 | 0.3886 | 0.1777 | 0.3719 | 0.0671 | 0.3262 | 0.2371 | 0.3458 |
|
| 118 |
+
| 0.912 | 46.0 | 4922 | 1.3737 | 0.2482 | 0.5022 | 0.2153 | 0.1001 | 0.1882 | 0.4298 | 0.2555 | 0.4137 | 0.4271 | 0.1842 | 0.3476 | 0.6487 | 0.5259 | 0.6532 | 0.2022 | 0.3949 | 0.1961 | 0.3996 | 0.0692 | 0.3323 | 0.2477 | 0.3556 |
|
| 119 |
+
| 0.9098 | 47.0 | 5029 | 1.3800 | 0.2497 | 0.5104 | 0.213 | 0.1112 | 0.1846 | 0.4208 | 0.2661 | 0.4189 | 0.4301 | 0.1889 | 0.3531 | 0.6795 | 0.53 | 0.6604 | 0.1886 | 0.3937 | 0.1887 | 0.3723 | 0.0991 | 0.36 | 0.242 | 0.364 |
|
| 120 |
+
| 0.8879 | 48.0 | 5136 | 1.3786 | 0.2441 | 0.4951 | 0.2118 | 0.1047 | 0.1961 | 0.388 | 0.2669 | 0.4271 | 0.439 | 0.1947 | 0.3686 | 0.6518 | 0.5248 | 0.6676 | 0.1869 | 0.4241 | 0.1776 | 0.3746 | 0.0734 | 0.3692 | 0.2578 | 0.3596 |
|
| 121 |
+
| 0.9095 | 49.0 | 5243 | 1.3770 | 0.2499 | 0.4988 | 0.2284 | 0.0957 | 0.2086 | 0.4128 | 0.2747 | 0.4176 | 0.4283 | 0.1657 | 0.3681 | 0.6399 | 0.5216 | 0.668 | 0.1951 | 0.3747 | 0.1671 | 0.3643 | 0.0939 | 0.3523 | 0.2718 | 0.3822 |
|
| 122 |
+
| 0.8832 | 50.0 | 5350 | 1.3478 | 0.2489 | 0.4917 | 0.2187 | 0.1278 | 0.193 | 0.4131 | 0.2591 | 0.4261 | 0.4362 | 0.2128 | 0.3505 | 0.6743 | 0.5245 | 0.659 | 0.1749 | 0.4152 | 0.195 | 0.3857 | 0.0892 | 0.34 | 0.2612 | 0.3809 |
|
| 123 |
+
| 0.9078 | 51.0 | 5457 | 1.4142 | 0.2421 | 0.4938 | 0.2065 | 0.1038 | 0.1766 | 0.3925 | 0.2611 | 0.4125 | 0.4218 | 0.1736 | 0.3411 | 0.6481 | 0.5195 | 0.6464 | 0.1762 | 0.3949 | 0.1677 | 0.3567 | 0.0894 | 0.3462 | 0.2578 | 0.3649 |
|
| 124 |
+
| 0.8998 | 52.0 | 5564 | 1.3645 | 0.2539 | 0.5052 | 0.218 | 0.1057 | 0.2041 | 0.4067 | 0.2669 | 0.4262 | 0.437 | 0.2054 | 0.3697 | 0.6466 | 0.5349 | 0.6554 | 0.1974 | 0.4342 | 0.1819 | 0.375 | 0.1011 | 0.3446 | 0.254 | 0.376 |
|
| 125 |
+
| 0.8716 | 53.0 | 5671 | 1.3800 | 0.2542 | 0.5081 | 0.2174 | 0.1053 | 0.1993 | 0.4016 | 0.2689 | 0.4226 | 0.4333 | 0.1989 | 0.3666 | 0.65 | 0.5155 | 0.6617 | 0.1937 | 0.4114 | 0.2045 | 0.3853 | 0.0994 | 0.3292 | 0.2578 | 0.3791 |
|
| 126 |
+
| 0.8614 | 54.0 | 5778 | 1.3852 | 0.2455 | 0.4986 | 0.1928 | 0.1026 | 0.1924 | 0.4168 | 0.2579 | 0.4161 | 0.4267 | 0.1889 | 0.3592 | 0.6575 | 0.5273 | 0.6703 | 0.1852 | 0.4101 | 0.1986 | 0.3634 | 0.0713 | 0.3308 | 0.245 | 0.3591 |
|
| 127 |
+
| 0.8322 | 55.0 | 5885 | 1.3974 | 0.2627 | 0.5244 | 0.228 | 0.1225 | 0.2039 | 0.4297 | 0.2699 | 0.4358 | 0.4459 | 0.2117 | 0.382 | 0.6674 | 0.5398 | 0.6635 | 0.2028 | 0.443 | 0.2066 | 0.3839 | 0.0998 | 0.3646 | 0.2642 | 0.3742 |
|
| 128 |
+
| 0.8309 | 56.0 | 5992 | 1.3682 | 0.2553 | 0.5147 | 0.2292 | 0.1112 | 0.206 | 0.4426 | 0.26 | 0.4276 | 0.4387 | 0.2268 | 0.3702 | 0.6536 | 0.5347 | 0.6577 | 0.198 | 0.4544 | 0.1924 | 0.3812 | 0.0973 | 0.34 | 0.2542 | 0.36 |
|
| 129 |
+
| 0.8357 | 57.0 | 6099 | 1.3597 | 0.2591 | 0.53 | 0.2119 | 0.1195 | 0.2025 | 0.4372 | 0.2729 | 0.4206 | 0.4333 | 0.2128 | 0.3751 | 0.6528 | 0.5349 | 0.6523 | 0.1963 | 0.4253 | 0.1878 | 0.3719 | 0.0979 | 0.3385 | 0.2786 | 0.3787 |
|
| 130 |
+
| 0.8375 | 58.0 | 6206 | 1.3671 | 0.259 | 0.5193 | 0.2273 | 0.098 | 0.2162 | 0.4286 | 0.2696 | 0.4234 | 0.4357 | 0.1616 | 0.3794 | 0.6633 | 0.5277 | 0.6527 | 0.2286 | 0.4481 | 0.1884 | 0.3714 | 0.0925 | 0.34 | 0.2579 | 0.3662 |
|
| 131 |
+
| 0.8092 | 59.0 | 6313 | 1.3576 | 0.2501 | 0.5149 | 0.2038 | 0.0983 | 0.2006 | 0.4287 | 0.2646 | 0.4271 | 0.4395 | 0.1814 | 0.3912 | 0.6651 | 0.5261 | 0.6635 | 0.2038 | 0.438 | 0.1918 | 0.3853 | 0.0676 | 0.34 | 0.2611 | 0.3707 |
|
| 132 |
+
| 0.8182 | 60.0 | 6420 | 1.3902 | 0.2579 | 0.5213 | 0.2246 | 0.0924 | 0.1976 | 0.4298 | 0.2676 | 0.4233 | 0.433 | 0.1992 | 0.3619 | 0.6644 | 0.5414 | 0.6486 | 0.2077 | 0.438 | 0.1955 | 0.3812 | 0.0899 | 0.3308 | 0.255 | 0.3662 |
|
| 133 |
+
| 0.8165 | 61.0 | 6527 | 1.3243 | 0.2597 | 0.52 | 0.229 | 0.1255 | 0.2039 | 0.4487 | 0.2812 | 0.4326 | 0.4444 | 0.2142 | 0.3864 | 0.6658 | 0.5299 | 0.6671 | 0.1996 | 0.4367 | 0.1936 | 0.3781 | 0.1112 | 0.3585 | 0.2645 | 0.3818 |
|
| 134 |
+
| 0.7911 | 62.0 | 6634 | 1.3220 | 0.2714 | 0.5348 | 0.2463 | 0.1311 | 0.2164 | 0.4404 | 0.2812 | 0.4479 | 0.4604 | 0.2311 | 0.4049 | 0.6817 | 0.5511 | 0.6851 | 0.2098 | 0.4405 | 0.202 | 0.392 | 0.12 | 0.3969 | 0.2739 | 0.3876 |
|
| 135 |
+
| 0.7837 | 63.0 | 6741 | 1.3619 | 0.2735 | 0.5359 | 0.2424 | 0.1178 | 0.2219 | 0.461 | 0.2797 | 0.4337 | 0.4459 | 0.213 | 0.3988 | 0.6842 | 0.554 | 0.6761 | 0.1943 | 0.4304 | 0.2011 | 0.3875 | 0.1434 | 0.3585 | 0.275 | 0.3769 |
|
| 136 |
+
| 0.7725 | 64.0 | 6848 | 1.3520 | 0.2674 | 0.5402 | 0.2327 | 0.1269 | 0.2072 | 0.4582 | 0.2722 | 0.4394 | 0.452 | 0.219 | 0.3853 | 0.7069 | 0.5485 | 0.664 | 0.2054 | 0.4532 | 0.2011 | 0.3911 | 0.1077 | 0.3738 | 0.2744 | 0.3778 |
|
| 137 |
+
| 0.7784 | 65.0 | 6955 | 1.2955 | 0.2683 | 0.5329 | 0.2361 | 0.1394 | 0.2051 | 0.4707 | 0.2774 | 0.4427 | 0.4537 | 0.2085 | 0.3932 | 0.6995 | 0.5568 | 0.677 | 0.2089 | 0.4557 | 0.1988 | 0.3853 | 0.1153 | 0.3692 | 0.262 | 0.3813 |
|
| 138 |
+
| 0.7728 | 66.0 | 7062 | 1.3257 | 0.2697 | 0.5337 | 0.2323 | 0.1406 | 0.2125 | 0.4525 | 0.2816 | 0.4417 | 0.4522 | 0.213 | 0.401 | 0.6787 | 0.5363 | 0.6653 | 0.2121 | 0.4519 | 0.2017 | 0.3888 | 0.1233 | 0.3662 | 0.275 | 0.3889 |
|
| 139 |
+
| 0.7635 | 67.0 | 7169 | 1.3380 | 0.261 | 0.5248 | 0.2284 | 0.1313 | 0.2011 | 0.4515 | 0.2709 | 0.4293 | 0.4415 | 0.1993 | 0.3888 | 0.6649 | 0.5506 | 0.6694 | 0.2087 | 0.4241 | 0.192 | 0.3741 | 0.0893 | 0.3646 | 0.2642 | 0.3751 |
|
| 140 |
+
| 0.7684 | 68.0 | 7276 | 1.3407 | 0.2716 | 0.5442 | 0.244 | 0.1117 | 0.2215 | 0.4784 | 0.2764 | 0.4335 | 0.4493 | 0.1913 | 0.4029 | 0.6841 | 0.546 | 0.6586 | 0.2152 | 0.443 | 0.2036 | 0.3929 | 0.1304 | 0.3738 | 0.2627 | 0.3782 |
|
| 141 |
+
| 0.7529 | 69.0 | 7383 | 1.3502 | 0.2711 | 0.5308 | 0.2317 | 0.1212 | 0.1987 | 0.4715 | 0.284 | 0.4374 | 0.4505 | 0.2156 | 0.3913 | 0.6714 | 0.5553 | 0.6757 | 0.185 | 0.4266 | 0.1961 | 0.3835 | 0.1455 | 0.3815 | 0.2737 | 0.3853 |
|
| 142 |
+
| 0.7544 | 70.0 | 7490 | 1.3251 | 0.2653 | 0.522 | 0.2397 | 0.1261 | 0.2056 | 0.4596 | 0.2818 | 0.4372 | 0.4505 | 0.2068 | 0.3976 | 0.6739 | 0.5377 | 0.6725 | 0.1889 | 0.443 | 0.1994 | 0.3866 | 0.1265 | 0.3631 | 0.274 | 0.3871 |
|
| 143 |
+
| 0.7502 | 71.0 | 7597 | 1.3098 | 0.2633 | 0.5334 | 0.2342 | 0.1188 | 0.2002 | 0.4615 | 0.2739 | 0.4426 | 0.4528 | 0.2306 | 0.3851 | 0.6959 | 0.5339 | 0.6635 | 0.1924 | 0.4456 | 0.1978 | 0.3871 | 0.1229 | 0.3785 | 0.2693 | 0.3893 |
|
| 144 |
+
| 0.7455 | 72.0 | 7704 | 1.3056 | 0.2752 | 0.5537 | 0.2329 | 0.1505 | 0.2115 | 0.4617 | 0.2761 | 0.4485 | 0.4573 | 0.225 | 0.3935 | 0.6969 | 0.5512 | 0.6707 | 0.2056 | 0.4582 | 0.1997 | 0.3902 | 0.1346 | 0.3708 | 0.2847 | 0.3964 |
|
| 145 |
+
| 0.7296 | 73.0 | 7811 | 1.3426 | 0.2805 | 0.5456 | 0.2415 | 0.109 | 0.2257 | 0.4888 | 0.2801 | 0.4375 | 0.4473 | 0.2101 | 0.393 | 0.6848 | 0.5575 | 0.6725 | 0.2103 | 0.4392 | 0.2011 | 0.3835 | 0.1634 | 0.3631 | 0.27 | 0.3782 |
|
| 146 |
+
| 0.7227 | 74.0 | 7918 | 1.3422 | 0.2802 | 0.5482 | 0.2488 | 0.1086 | 0.2158 | 0.491 | 0.2891 | 0.4425 | 0.4514 | 0.2188 | 0.3861 | 0.6887 | 0.536 | 0.6509 | 0.2301 | 0.4608 | 0.1982 | 0.3812 | 0.1512 | 0.3708 | 0.2856 | 0.3933 |
|
| 147 |
+
| 0.7168 | 75.0 | 8025 | 1.3313 | 0.2716 | 0.5351 | 0.2348 | 0.1241 | 0.2061 | 0.4658 | 0.2795 | 0.4402 | 0.4496 | 0.1984 | 0.3945 | 0.6828 | 0.5538 | 0.6725 | 0.2078 | 0.4481 | 0.1979 | 0.3862 | 0.1216 | 0.3585 | 0.2772 | 0.3827 |
|
| 148 |
+
| 0.7017 | 76.0 | 8132 | 1.3530 | 0.2791 | 0.5405 | 0.2628 | 0.1176 | 0.2151 | 0.489 | 0.2855 | 0.4427 | 0.4546 | 0.227 | 0.3888 | 0.6895 | 0.5522 | 0.6703 | 0.2269 | 0.457 | 0.2061 | 0.3768 | 0.1302 | 0.3754 | 0.2801 | 0.3938 |
|
| 149 |
+
| 0.6964 | 77.0 | 8239 | 1.3846 | 0.2721 | 0.5386 | 0.2396 | 0.1311 | 0.2114 | 0.4773 | 0.28 | 0.4394 | 0.4502 | 0.227 | 0.3796 | 0.6773 | 0.5423 | 0.6671 | 0.215 | 0.4557 | 0.198 | 0.3723 | 0.1298 | 0.3631 | 0.2754 | 0.3929 |
|
| 150 |
+
| 0.7158 | 78.0 | 8346 | 1.3432 | 0.2786 | 0.5464 | 0.2405 | 0.1281 | 0.2183 | 0.4758 | 0.2808 | 0.4458 | 0.4564 | 0.2258 | 0.3915 | 0.6934 | 0.5402 | 0.6581 | 0.2217 | 0.4494 | 0.2153 | 0.3955 | 0.141 | 0.3877 | 0.2747 | 0.3911 |
|
| 151 |
+
| 0.6956 | 79.0 | 8453 | 1.3372 | 0.2794 | 0.5565 | 0.2398 | 0.1192 | 0.2167 | 0.4863 | 0.286 | 0.4432 | 0.4548 | 0.2251 | 0.3846 | 0.6859 | 0.5354 | 0.6581 | 0.2203 | 0.4443 | 0.2042 | 0.3911 | 0.1519 | 0.3815 | 0.2855 | 0.3991 |
|
| 152 |
+
| 0.694 | 80.0 | 8560 | 1.3460 | 0.2753 | 0.5395 | 0.2504 | 0.1179 | 0.213 | 0.4574 | 0.2901 | 0.4318 | 0.4448 | 0.2178 | 0.3784 | 0.6768 | 0.5432 | 0.6613 | 0.2197 | 0.443 | 0.2122 | 0.3772 | 0.1271 | 0.3569 | 0.2741 | 0.3853 |
|
| 153 |
+
| 0.6777 | 81.0 | 8667 | 1.3496 | 0.274 | 0.5415 | 0.2314 | 0.1048 | 0.2108 | 0.4625 | 0.2813 | 0.4377 | 0.45 | 0.2081 | 0.3821 | 0.6801 | 0.5463 | 0.6604 | 0.2191 | 0.4443 | 0.2066 | 0.3821 | 0.1203 | 0.3738 | 0.2777 | 0.3893 |
|
| 154 |
+
| 0.6724 | 82.0 | 8774 | 1.3347 | 0.2815 | 0.5559 | 0.2448 | 0.123 | 0.2191 | 0.4742 | 0.2907 | 0.4484 | 0.4588 | 0.2294 | 0.3922 | 0.6957 | 0.5406 | 0.6554 | 0.2395 | 0.4646 | 0.2122 | 0.383 | 0.1408 | 0.3985 | 0.2744 | 0.3924 |
|
| 155 |
+
| 0.6651 | 83.0 | 8881 | 1.3663 | 0.2784 | 0.5479 | 0.2437 | 0.123 | 0.2152 | 0.4686 | 0.2889 | 0.4356 | 0.4471 | 0.2241 | 0.3722 | 0.6822 | 0.5436 | 0.659 | 0.2282 | 0.4405 | 0.2119 | 0.383 | 0.1377 | 0.3723 | 0.2705 | 0.3804 |
|
| 156 |
+
| 0.6717 | 84.0 | 8988 | 1.3251 | 0.2826 | 0.546 | 0.2459 | 0.1296 | 0.2161 | 0.4841 | 0.2922 | 0.4477 | 0.4587 | 0.2402 | 0.3785 | 0.7017 | 0.5435 | 0.6568 | 0.2489 | 0.457 | 0.2122 | 0.3978 | 0.1338 | 0.3862 | 0.2744 | 0.396 |
|
| 157 |
+
| 0.6631 | 85.0 | 9095 | 1.3569 | 0.2803 | 0.5599 | 0.2397 | 0.1197 | 0.2143 | 0.4803 | 0.2876 | 0.4382 | 0.4497 | 0.2171 | 0.3794 | 0.6908 | 0.5367 | 0.6563 | 0.2417 | 0.4405 | 0.214 | 0.3799 | 0.1302 | 0.3785 | 0.2792 | 0.3933 |
|
| 158 |
+
| 0.6568 | 86.0 | 9202 | 1.3611 | 0.2808 | 0.5624 | 0.2364 | 0.1273 | 0.2215 | 0.4634 | 0.2827 | 0.4407 | 0.4515 | 0.1947 | 0.3949 | 0.6752 | 0.5421 | 0.6626 | 0.2401 | 0.4481 | 0.2132 | 0.3799 | 0.1362 | 0.3785 | 0.2722 | 0.3884 |
|
| 159 |
+
| 0.6644 | 87.0 | 9309 | 1.3552 | 0.286 | 0.5661 | 0.2482 | 0.1212 | 0.2224 | 0.4923 | 0.2865 | 0.4466 | 0.4566 | 0.2231 | 0.3943 | 0.6929 | 0.5451 | 0.6689 | 0.2447 | 0.4608 | 0.2066 | 0.3812 | 0.1572 | 0.3785 | 0.2765 | 0.3938 |
|
| 160 |
+
| 0.6569 | 88.0 | 9416 | 1.3392 | 0.291 | 0.568 | 0.2641 | 0.1359 | 0.2289 | 0.4946 | 0.2894 | 0.4481 | 0.4582 | 0.2383 | 0.4004 | 0.6871 | 0.5463 | 0.6676 | 0.2454 | 0.4405 | 0.216 | 0.3924 | 0.1691 | 0.3969 | 0.278 | 0.3938 |
|
| 161 |
+
| 0.6398 | 89.0 | 9523 | 1.3696 | 0.2899 | 0.568 | 0.2622 | 0.1305 | 0.2254 | 0.5052 | 0.2896 | 0.4457 | 0.4576 | 0.2426 | 0.3869 | 0.6888 | 0.5449 | 0.6572 | 0.2434 | 0.4582 | 0.2214 | 0.3982 | 0.1624 | 0.38 | 0.2774 | 0.3942 |
|
| 162 |
+
| 0.6482 | 90.0 | 9630 | 1.3524 | 0.2894 | 0.5611 | 0.2649 | 0.1356 | 0.2286 | 0.4951 | 0.2907 | 0.4449 | 0.4552 | 0.236 | 0.3953 | 0.6892 | 0.5504 | 0.6694 | 0.2339 | 0.4532 | 0.222 | 0.3902 | 0.1607 | 0.3692 | 0.2802 | 0.3942 |
|
| 163 |
+
| 0.6337 | 91.0 | 9737 | 1.3521 | 0.2872 | 0.5666 | 0.2516 | 0.1443 | 0.22 | 0.4941 | 0.292 | 0.4427 | 0.4536 | 0.2393 | 0.3949 | 0.6774 | 0.5412 | 0.6622 | 0.2378 | 0.4456 | 0.2205 | 0.3924 | 0.1578 | 0.3723 | 0.2784 | 0.3956 |
|
| 164 |
+
| 0.6375 | 92.0 | 9844 | 1.3350 | 0.2861 | 0.558 | 0.2566 | 0.1493 | 0.2225 | 0.4857 | 0.2912 | 0.4451 | 0.4561 | 0.2262 | 0.396 | 0.6828 | 0.5428 | 0.664 | 0.2345 | 0.4456 | 0.2212 | 0.3938 | 0.1522 | 0.38 | 0.28 | 0.3973 |
|
| 165 |
+
| 0.6266 | 93.0 | 9951 | 1.3422 | 0.285 | 0.5597 | 0.2495 | 0.1321 | 0.219 | 0.4925 | 0.2868 | 0.4427 | 0.4548 | 0.2325 | 0.3885 | 0.6858 | 0.5436 | 0.6599 | 0.2311 | 0.4481 | 0.2159 | 0.3906 | 0.1494 | 0.3785 | 0.2849 | 0.3969 |
|
| 166 |
+
| 0.6239 | 94.0 | 10058 | 1.3273 | 0.2838 | 0.5593 | 0.2536 | 0.1314 | 0.2185 | 0.497 | 0.2866 | 0.4441 | 0.455 | 0.2391 | 0.3923 | 0.6957 | 0.5424 | 0.6617 | 0.2379 | 0.4481 | 0.2196 | 0.3951 | 0.14 | 0.3754 | 0.279 | 0.3947 |
|
| 167 |
+
| 0.6286 | 95.0 | 10165 | 1.3487 | 0.284 | 0.5616 | 0.2521 | 0.1321 | 0.2167 | 0.4932 | 0.2888 | 0.4411 | 0.4518 | 0.2371 | 0.38 | 0.6909 | 0.5431 | 0.6604 | 0.2321 | 0.4418 | 0.2221 | 0.3929 | 0.1431 | 0.3723 | 0.2796 | 0.3916 |
|
| 168 |
+
| 0.6249 | 96.0 | 10272 | 1.3571 | 0.287 | 0.5651 | 0.2513 | 0.1322 | 0.2208 | 0.5017 | 0.2877 | 0.4432 | 0.4539 | 0.2287 | 0.3876 | 0.6857 | 0.5455 | 0.6608 | 0.2343 | 0.4506 | 0.2238 | 0.3942 | 0.1518 | 0.3708 | 0.2794 | 0.3929 |
|
| 169 |
+
| 0.6118 | 97.0 | 10379 | 1.3538 | 0.287 | 0.5689 | 0.2524 | 0.1321 | 0.2209 | 0.5057 | 0.2882 | 0.4452 | 0.4561 | 0.2349 | 0.3873 | 0.6916 | 0.5429 | 0.6622 | 0.2378 | 0.4633 | 0.2204 | 0.3879 | 0.1573 | 0.3738 | 0.2768 | 0.3933 |
|
| 170 |
+
| 0.6177 | 98.0 | 10486 | 1.3569 | 0.2854 | 0.5663 | 0.2511 | 0.1325 | 0.2178 | 0.501 | 0.2877 | 0.4454 | 0.4554 | 0.2331 | 0.3877 | 0.69 | 0.5424 | 0.6622 | 0.2373 | 0.4608 | 0.2179 | 0.3902 | 0.1524 | 0.3677 | 0.2772 | 0.396 |
|
| 171 |
+
| 0.6232 | 99.0 | 10593 | 1.3514 | 0.2875 | 0.5665 | 0.2525 | 0.1321 | 0.2216 | 0.5004 | 0.2896 | 0.4477 | 0.4579 | 0.2344 | 0.3909 | 0.6913 | 0.5441 | 0.6649 | 0.2371 | 0.4646 | 0.2214 | 0.3888 | 0.1543 | 0.3769 | 0.2804 | 0.3942 |
|
| 172 |
+
| 0.6264 | 100.0 | 10700 | 1.3496 | 0.2868 | 0.5691 | 0.2516 | 0.1306 | 0.2195 | 0.5019 | 0.2862 | 0.445 | 0.4563 | 0.2314 | 0.3882 | 0.6898 | 0.544 | 0.6635 | 0.236 | 0.462 | 0.2212 | 0.3888 | 0.1528 | 0.3738 | 0.2799 | 0.3933 |
|
| 173 |
+
|
| 174 |
+
|
| 175 |
+
### Framework versions
|
| 176 |
+
|
| 177 |
+
- Transformers 4.41.0.dev0
|
| 178 |
+
- Pytorch 1.13.0+cu117
|
| 179 |
+
- Datasets 2.18.0
|
| 180 |
+
- Tokenizers 0.19.0
|
config.json
ADDED
|
@@ -0,0 +1,61 @@
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/detr-resnet-50",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "relu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"DetrForObjectDetection"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.0,
|
| 9 |
+
"auxiliary_loss": false,
|
| 10 |
+
"backbone": "resnet50",
|
| 11 |
+
"backbone_config": null,
|
| 12 |
+
"backbone_kwargs": null,
|
| 13 |
+
"bbox_cost": 5,
|
| 14 |
+
"bbox_loss_coefficient": 5,
|
| 15 |
+
"class_cost": 1,
|
| 16 |
+
"classifier_dropout": 0.0,
|
| 17 |
+
"d_model": 256,
|
| 18 |
+
"decoder_attention_heads": 8,
|
| 19 |
+
"decoder_ffn_dim": 2048,
|
| 20 |
+
"decoder_layerdrop": 0.0,
|
| 21 |
+
"decoder_layers": 6,
|
| 22 |
+
"dice_loss_coefficient": 1,
|
| 23 |
+
"dilation": false,
|
| 24 |
+
"dropout": 0.1,
|
| 25 |
+
"encoder_attention_heads": 8,
|
| 26 |
+
"encoder_ffn_dim": 2048,
|
| 27 |
+
"encoder_layerdrop": 0.0,
|
| 28 |
+
"encoder_layers": 6,
|
| 29 |
+
"eos_coefficient": 0.1,
|
| 30 |
+
"giou_cost": 2,
|
| 31 |
+
"giou_loss_coefficient": 2,
|
| 32 |
+
"id2label": {
|
| 33 |
+
"0": "Coverall",
|
| 34 |
+
"1": "Face_Shield",
|
| 35 |
+
"2": "Gloves",
|
| 36 |
+
"3": "Goggles",
|
| 37 |
+
"4": "Mask"
|
| 38 |
+
},
|
| 39 |
+
"init_std": 0.02,
|
| 40 |
+
"init_xavier_std": 1.0,
|
| 41 |
+
"is_encoder_decoder": true,
|
| 42 |
+
"label2id": {
|
| 43 |
+
"Coverall": 0,
|
| 44 |
+
"Face_Shield": 1,
|
| 45 |
+
"Gloves": 2,
|
| 46 |
+
"Goggles": 3,
|
| 47 |
+
"Mask": 4
|
| 48 |
+
},
|
| 49 |
+
"mask_loss_coefficient": 1,
|
| 50 |
+
"max_position_embeddings": 1024,
|
| 51 |
+
"model_type": "detr",
|
| 52 |
+
"num_channels": 3,
|
| 53 |
+
"num_hidden_layers": 6,
|
| 54 |
+
"num_queries": 100,
|
| 55 |
+
"position_embedding_type": "sine",
|
| 56 |
+
"scale_embedding": false,
|
| 57 |
+
"torch_dtype": "float32",
|
| 58 |
+
"transformers_version": "4.41.0.dev0",
|
| 59 |
+
"use_pretrained_backbone": true,
|
| 60 |
+
"use_timm_backbone": true
|
| 61 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a938cd148ab288e2431f147a2a2acc6525d8df055beeaf5f49e03b16ebcb65a
|
| 3 |
+
size 166498936
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"annotations",
|
| 5 |
+
"return_segmentation_masks",
|
| 6 |
+
"masks_path",
|
| 7 |
+
"do_resize",
|
| 8 |
+
"size",
|
| 9 |
+
"resample",
|
| 10 |
+
"do_rescale",
|
| 11 |
+
"rescale_factor",
|
| 12 |
+
"do_normalize",
|
| 13 |
+
"do_convert_annotations",
|
| 14 |
+
"image_mean",
|
| 15 |
+
"image_std",
|
| 16 |
+
"do_pad",
|
| 17 |
+
"format",
|
| 18 |
+
"return_tensors",
|
| 19 |
+
"data_format",
|
| 20 |
+
"input_data_format"
|
| 21 |
+
],
|
| 22 |
+
"do_convert_annotations": true,
|
| 23 |
+
"do_normalize": true,
|
| 24 |
+
"do_pad": true,
|
| 25 |
+
"do_rescale": true,
|
| 26 |
+
"do_resize": true,
|
| 27 |
+
"format": "coco_detection",
|
| 28 |
+
"image_mean": [
|
| 29 |
+
0.485,
|
| 30 |
+
0.456,
|
| 31 |
+
0.406
|
| 32 |
+
],
|
| 33 |
+
"image_processor_type": "DetrImageProcessor",
|
| 34 |
+
"image_std": [
|
| 35 |
+
0.229,
|
| 36 |
+
0.224,
|
| 37 |
+
0.225
|
| 38 |
+
],
|
| 39 |
+
"resample": 2,
|
| 40 |
+
"rescale_factor": 0.00392156862745098,
|
| 41 |
+
"size": {
|
| 42 |
+
"longest_edge": 600,
|
| 43 |
+
"shortest_edge": 600
|
| 44 |
+
}
|
| 45 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1444849e480064dca928cdb4ce1ca7e71cdaed3ea2f54953cfd4414765377805
|
| 3 |
+
size 4795
|