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---
license: apache-2.0
base_model: microsoft/conditional-detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: queue_detection
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# queue_detection
This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1249
- Map: 0.9571
- Map 50: 0.9901
- Map 75: 0.9844
- Map Small: -1.0
- Map Medium: 0.3322
- Map Large: 0.9614
- Mar 1: 0.5052
- Mar 10: 0.9726
- Mar 100: 0.9733
- Mar Small: -1.0
- Mar Medium: 0.3654
- Mar Large: 0.9759
- Map Cashier: 0.9657
- Mar 100 Cashier: 0.9777
- Map Cx: 0.9486
- Mar 100 Cx: 0.969
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 100
- mixed_precision_training: Native AMP
### Training results
| 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 Cashier | Mar 100 Cashier | Map Cx | Mar 100 Cx |
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:-----------:|:---------------:|:------:|:----------:|
| No log | 1.0 | 218 | 1.6511 | 0.1028 | 0.2445 | 0.079 | -1.0 | 0.0 | 0.1036 | 0.105 | 0.4632 | 0.6421 | -1.0 | 0.0 | 0.6464 | 0.1151 | 0.6993 | 0.0905 | 0.5848 |
| No log | 2.0 | 436 | 1.2010 | 0.3717 | 0.5667 | 0.4222 | -1.0 | 0.0003 | 0.3749 | 0.3095 | 0.6671 | 0.7472 | -1.0 | 0.0071 | 0.754 | 0.4302 | 0.8025 | 0.3132 | 0.6919 |
| 2.8665 | 3.0 | 654 | 0.9101 | 0.5265 | 0.7814 | 0.6068 | -1.0 | 0.0 | 0.5298 | 0.3399 | 0.7167 | 0.7588 | -1.0 | 0.0 | 0.7642 | 0.6719 | 0.8041 | 0.3811 | 0.7136 |
| 2.8665 | 4.0 | 872 | 0.7512 | 0.6528 | 0.9101 | 0.7828 | -1.0 | 0.0453 | 0.6571 | 0.3744 | 0.7556 | 0.78 | -1.0 | 0.0577 | 0.7856 | 0.7274 | 0.8003 | 0.5782 | 0.7597 |
| 0.8677 | 5.0 | 1090 | 0.7338 | 0.6431 | 0.9366 | 0.7893 | -1.0 | 0.0381 | 0.6472 | 0.3563 | 0.7437 | 0.7641 | -1.0 | 0.1773 | 0.7672 | 0.6835 | 0.7876 | 0.6026 | 0.7406 |
| 0.8677 | 6.0 | 1308 | 0.6059 | 0.7148 | 0.9548 | 0.8683 | 0.0 | 0.0207 | 0.7205 | 0.3998 | 0.783 | 0.7947 | 0.0 | 0.1038 | 0.8001 | 0.7552 | 0.8218 | 0.6744 | 0.7677 |
| 0.6584 | 7.0 | 1526 | 0.5631 | 0.7425 | 0.9666 | 0.8883 | -1.0 | 0.0418 | 0.7475 | 0.4104 | 0.809 | 0.8218 | -1.0 | 0.1227 | 0.8266 | 0.7871 | 0.8501 | 0.698 | 0.7935 |
| 0.6584 | 8.0 | 1744 | 0.5143 | 0.7573 | 0.9724 | 0.9071 | -1.0 | 0.084 | 0.7621 | 0.4178 | 0.8205 | 0.8286 | -1.0 | 0.1643 | 0.8332 | 0.782 | 0.8544 | 0.7326 | 0.8028 |
| 0.6584 | 9.0 | 1962 | 0.5286 | 0.7525 | 0.9715 | 0.9094 | -1.0 | 0.0377 | 0.7577 | 0.4114 | 0.8123 | 0.8209 | -1.0 | 0.0962 | 0.8261 | 0.809 | 0.8672 | 0.696 | 0.7747 |
| 0.5455 | 10.0 | 2180 | 0.4969 | 0.7716 | 0.9762 | 0.9247 | 0.0 | 0.0586 | 0.7759 | 0.4247 | 0.8186 | 0.8268 | 0.0 | 0.1444 | 0.8306 | 0.8082 | 0.8532 | 0.735 | 0.8005 |
| 0.5455 | 11.0 | 2398 | 0.4934 | 0.7701 | 0.97 | 0.9216 | 0.0 | 0.0231 | 0.779 | 0.4245 | 0.8256 | 0.8403 | 0.0 | 0.0676 | 0.8499 | 0.8059 | 0.8694 | 0.7343 | 0.8112 |
| 0.5034 | 12.0 | 2616 | 0.4560 | 0.7917 | 0.9764 | 0.9315 | 0.0 | 0.0278 | 0.7974 | 0.4331 | 0.8416 | 0.8521 | 0.0 | 0.1542 | 0.8568 | 0.8305 | 0.8874 | 0.753 | 0.8168 |
| 0.5034 | 13.0 | 2834 | 0.4293 | 0.8 | 0.9814 | 0.9299 | -1.0 | 0.0552 | 0.8042 | 0.4353 | 0.8556 | 0.8627 | -1.0 | 0.15 | 0.8664 | 0.85 | 0.8956 | 0.7499 | 0.8297 |
| 0.4705 | 14.0 | 3052 | 0.3860 | 0.8269 | 0.9848 | 0.9404 | -1.0 | 0.0996 | 0.8328 | 0.4497 | 0.8701 | 0.876 | -1.0 | 0.1969 | 0.881 | 0.8573 | 0.9017 | 0.7965 | 0.8502 |
| 0.4705 | 15.0 | 3270 | 0.4005 | 0.8193 | 0.9764 | 0.9476 | 0.0 | 0.0535 | 0.8277 | 0.4467 | 0.8643 | 0.8703 | 0.0 | 0.1806 | 0.8771 | 0.8521 | 0.9021 | 0.7864 | 0.8384 |
| 0.4705 | 16.0 | 3488 | 0.3911 | 0.813 | 0.9827 | 0.9434 | -1.0 | 0.1665 | 0.8177 | 0.4442 | 0.8633 | 0.8712 | -1.0 | 0.3929 | 0.875 | 0.8513 | 0.9011 | 0.7748 | 0.8413 |
| 0.4375 | 17.0 | 3706 | 0.3538 | 0.8352 | 0.9871 | 0.9687 | -1.0 | 0.1586 | 0.8391 | 0.4533 | 0.8801 | 0.8832 | -1.0 | 0.2423 | 0.8867 | 0.8697 | 0.9096 | 0.8006 | 0.8569 |
| 0.4375 | 18.0 | 3924 | 0.3740 | 0.8233 | 0.9867 | 0.9561 | -1.0 | 0.1498 | 0.827 | 0.4492 | 0.8731 | 0.8774 | -1.0 | 0.2333 | 0.8801 | 0.8532 | 0.9028 | 0.7935 | 0.852 |
| 0.4093 | 19.0 | 4142 | 0.3847 | 0.8151 | 0.9831 | 0.9572 | -1.0 | 0.2685 | 0.8213 | 0.4446 | 0.8628 | 0.8662 | -1.0 | 0.3286 | 0.8717 | 0.863 | 0.907 | 0.7672 | 0.8254 |
| 0.4093 | 20.0 | 4360 | 0.3744 | 0.8148 | 0.9869 | 0.9585 | -1.0 | 0.109 | 0.8196 | 0.4464 | 0.8659 | 0.8716 | -1.0 | 0.1458 | 0.8762 | 0.8403 | 0.8967 | 0.7894 | 0.8466 |
| 0.4047 | 21.0 | 4578 | 0.3521 | 0.8355 | 0.9879 | 0.9669 | -1.0 | 0.1021 | 0.8414 | 0.4537 | 0.8797 | 0.8847 | -1.0 | 0.1773 | 0.8887 | 0.8627 | 0.9097 | 0.8083 | 0.8597 |
| 0.4047 | 22.0 | 4796 | 0.3752 | 0.8357 | 0.9798 | 0.9508 | 0.0 | 0.1229 | 0.8447 | 0.4572 | 0.8752 | 0.8787 | 0.0 | 0.1676 | 0.8874 | 0.866 | 0.9047 | 0.8054 | 0.8527 |
| 0.3804 | 23.0 | 5014 | 0.3472 | 0.8435 | 0.9865 | 0.9601 | -1.0 | 0.1067 | 0.848 | 0.4574 | 0.8844 | 0.8893 | -1.0 | 0.2214 | 0.8934 | 0.8729 | 0.9158 | 0.8142 | 0.8627 |
| 0.3804 | 24.0 | 5232 | 0.3095 | 0.8554 | 0.9881 | 0.9711 | -1.0 | 0.0987 | 0.8604 | 0.4696 | 0.8963 | 0.9001 | -1.0 | 0.1727 | 0.9042 | 0.8888 | 0.9297 | 0.8221 | 0.8706 |
| 0.3804 | 25.0 | 5450 | 0.3470 | 0.8389 | 0.9882 | 0.9602 | -1.0 | 0.1231 | 0.843 | 0.4527 | 0.8786 | 0.881 | -1.0 | 0.175 | 0.8858 | 0.8827 | 0.9194 | 0.7952 | 0.8426 |
| 0.3534 | 26.0 | 5668 | 0.3446 | 0.8281 | 0.9889 | 0.9618 | 0.0 | 0.1064 | 0.8336 | 0.4528 | 0.8751 | 0.8784 | 0.0 | 0.22 | 0.8828 | 0.8574 | 0.9055 | 0.7988 | 0.8512 |
| 0.3534 | 27.0 | 5886 | 0.3234 | 0.844 | 0.9881 | 0.9593 | -1.0 | 0.1256 | 0.8493 | 0.4591 | 0.8856 | 0.8881 | -1.0 | 0.18 | 0.8933 | 0.8751 | 0.9161 | 0.8129 | 0.8601 |
| 0.3461 | 28.0 | 6104 | 0.2976 | 0.862 | 0.9881 | 0.9588 | -1.0 | 0.1683 | 0.8664 | 0.47 | 0.8979 | 0.9015 | -1.0 | 0.2083 | 0.9054 | 0.8989 | 0.9344 | 0.825 | 0.8685 |
| 0.3461 | 29.0 | 6322 | 0.2960 | 0.8607 | 0.9891 | 0.9744 | -1.0 | 0.1628 | 0.8649 | 0.4662 | 0.9 | 0.9031 | -1.0 | 0.26 | 0.9058 | 0.891 | 0.9311 | 0.8304 | 0.875 |
| 0.344 | 30.0 | 6540 | 0.3070 | 0.8599 | 0.9881 | 0.9694 | -1.0 | 0.1578 | 0.8648 | 0.4628 | 0.8975 | 0.8992 | -1.0 | 0.2 | 0.9035 | 0.8877 | 0.9233 | 0.832 | 0.8751 |
| 0.344 | 31.0 | 6758 | 0.3176 | 0.852 | 0.9864 | 0.97 | 0.0 | 0.0895 | 0.859 | 0.462 | 0.8915 | 0.8934 | 0.0 | 0.1538 | 0.8996 | 0.8791 | 0.9194 | 0.8249 | 0.8675 |
| 0.344 | 32.0 | 6976 | 0.3198 | 0.8478 | 0.9881 | 0.963 | -1.0 | 0.1354 | 0.8527 | 0.4637 | 0.8891 | 0.8919 | -1.0 | 0.2143 | 0.8967 | 0.8859 | 0.925 | 0.8097 | 0.8588 |
| 0.3308 | 33.0 | 7194 | 0.3002 | 0.8564 | 0.989 | 0.9708 | -1.0 | 0.1237 | 0.8609 | 0.463 | 0.8954 | 0.8969 | -1.0 | 0.1636 | 0.9011 | 0.8887 | 0.9251 | 0.8241 | 0.8688 |
| 0.3308 | 34.0 | 7412 | 0.2953 | 0.8659 | 0.9891 | 0.9737 | -1.0 | 0.1593 | 0.8716 | 0.471 | 0.9014 | 0.9033 | -1.0 | 0.2393 | 0.9073 | 0.8934 | 0.9261 | 0.8385 | 0.8805 |
| 0.321 | 35.0 | 7630 | 0.2858 | 0.8733 | 0.9873 | 0.9703 | -1.0 | 0.1392 | 0.8801 | 0.4696 | 0.9071 | 0.9098 | -1.0 | 0.1861 | 0.916 | 0.8998 | 0.9346 | 0.8468 | 0.8849 |
| 0.321 | 36.0 | 7848 | 0.2604 | 0.8845 | 0.9889 | 0.9716 | -1.0 | 0.1392 | 0.8895 | 0.4769 | 0.9175 | 0.9195 | -1.0 | 0.1818 | 0.9237 | 0.9109 | 0.9427 | 0.858 | 0.8963 |
| 0.3074 | 37.0 | 8066 | 0.3035 | 0.8609 | 0.987 | 0.9704 | 0.0 | 0.096 | 0.8695 | 0.4672 | 0.8995 | 0.9005 | 0.0 | 0.1733 | 0.9077 | 0.8853 | 0.9234 | 0.8365 | 0.8777 |
| 0.3074 | 38.0 | 8284 | 0.2746 | 0.8641 | 0.9894 | 0.977 | -1.0 | 0.0994 | 0.8686 | 0.4711 | 0.9035 | 0.9053 | -1.0 | 0.2167 | 0.9083 | 0.8866 | 0.9246 | 0.8416 | 0.886 |
| 0.2989 | 39.0 | 8502 | 0.2851 | 0.864 | 0.9894 | 0.9684 | -1.0 | 0.1414 | 0.8703 | 0.4702 | 0.9033 | 0.904 | -1.0 | 0.24 | 0.9083 | 0.8873 | 0.9265 | 0.8407 | 0.8815 |
| 0.2989 | 40.0 | 8720 | 0.2456 | 0.8843 | 0.9896 | 0.9771 | -1.0 | 0.1205 | 0.8897 | 0.4798 | 0.9172 | 0.9178 | -1.0 | 0.2062 | 0.923 | 0.9189 | 0.946 | 0.8496 | 0.8895 |
| 0.2989 | 41.0 | 8938 | 0.2567 | 0.8777 | 0.9897 | 0.9742 | -1.0 | 0.162 | 0.8843 | 0.4771 | 0.9134 | 0.9136 | -1.0 | 0.2094 | 0.9188 | 0.8967 | 0.9335 | 0.8586 | 0.8936 |
| 0.2782 | 42.0 | 9156 | 0.2444 | 0.8858 | 0.9897 | 0.9779 | -1.0 | 0.2728 | 0.8918 | 0.4768 | 0.9187 | 0.9189 | -1.0 | 0.3885 | 0.923 | 0.9172 | 0.9496 | 0.8544 | 0.8882 |
| 0.2782 | 43.0 | 9374 | 0.2389 | 0.8879 | 0.9899 | 0.9793 | -1.0 | 0.1582 | 0.8934 | 0.4798 | 0.9199 | 0.9204 | -1.0 | 0.2 | 0.9249 | 0.9142 | 0.9448 | 0.8617 | 0.896 |
| 0.2694 | 44.0 | 9592 | 0.2401 | 0.8962 | 0.9896 | 0.9783 | -1.0 | 0.1936 | 0.9007 | 0.481 | 0.9255 | 0.9263 | -1.0 | 0.2227 | 0.93 | 0.9183 | 0.9471 | 0.8742 | 0.9055 |
| 0.2694 | 45.0 | 9810 | 0.2550 | 0.8906 | 0.9895 | 0.9801 | 0.0 | 0.224 | 0.8969 | 0.4784 | 0.9219 | 0.923 | 0.0 | 0.2625 | 0.9284 | 0.9153 | 0.9463 | 0.8659 | 0.8996 |
| 0.2592 | 46.0 | 10028 | 0.2364 | 0.8963 | 0.9893 | 0.9776 | 0.0 | 0.1886 | 0.9016 | 0.4845 | 0.9282 | 0.9291 | 0.0 | 0.2615 | 0.9333 | 0.9224 | 0.9512 | 0.8703 | 0.9069 |
| 0.2592 | 47.0 | 10246 | 0.2435 | 0.8838 | 0.9871 | 0.9719 | 0.0 | 0.215 | 0.889 | 0.4792 | 0.92 | 0.921 | 0.0 | 0.2833 | 0.9246 | 0.9062 | 0.939 | 0.8614 | 0.903 |
| 0.2592 | 48.0 | 10464 | 0.2241 | 0.9014 | 0.9899 | 0.9836 | -1.0 | 0.2242 | 0.9065 | 0.4842 | 0.9326 | 0.9333 | -1.0 | 0.25 | 0.9366 | 0.9184 | 0.9493 | 0.8844 | 0.9172 |
| 0.25 | 49.0 | 10682 | 0.2348 | 0.8975 | 0.9899 | 0.9773 | 0.0 | 0.3675 | 0.9037 | 0.483 | 0.9308 | 0.931 | 0.0 | 0.39 | 0.9369 | 0.9166 | 0.9463 | 0.8784 | 0.9156 |
| 0.25 | 50.0 | 10900 | 0.2374 | 0.895 | 0.9896 | 0.9734 | -1.0 | 0.2121 | 0.8994 | 0.4789 | 0.9266 | 0.9274 | -1.0 | 0.3 | 0.9325 | 0.9135 | 0.943 | 0.8765 | 0.9118 |
| 0.2505 | 51.0 | 11118 | 0.1953 | 0.9169 | 0.99 | 0.9895 | -1.0 | 0.2485 | 0.9218 | 0.4934 | 0.9467 | 0.9472 | -1.0 | 0.2833 | 0.9498 | 0.9326 | 0.9596 | 0.9012 | 0.9348 |
| 0.2505 | 52.0 | 11336 | 0.2362 | 0.9006 | 0.99 | 0.9787 | -1.0 | 0.2266 | 0.9066 | 0.4818 | 0.9303 | 0.931 | -1.0 | 0.3423 | 0.9359 | 0.9319 | 0.9552 | 0.8694 | 0.9069 |
| 0.2291 | 53.0 | 11554 | 0.2253 | 0.9052 | 0.9891 | 0.9735 | -1.0 | 0.1798 | 0.9126 | 0.4885 | 0.9326 | 0.9339 | -1.0 | 0.2225 | 0.9403 | 0.9298 | 0.9528 | 0.8807 | 0.9151 |
| 0.2291 | 54.0 | 11772 | 0.2214 | 0.9093 | 0.9898 | 0.9822 | -1.0 | 0.2074 | 0.9132 | 0.4883 | 0.9365 | 0.9372 | -1.0 | 0.2192 | 0.9416 | 0.9322 | 0.9572 | 0.8864 | 0.9172 |
| 0.2291 | 55.0 | 11990 | 0.2088 | 0.9133 | 0.99 | 0.9848 | -1.0 | 0.2959 | 0.918 | 0.4882 | 0.9416 | 0.9417 | -1.0 | 0.3333 | 0.9437 | 0.934 | 0.9586 | 0.8926 | 0.9247 |
| 0.2323 | 56.0 | 12208 | 0.2029 | 0.9127 | 0.9897 | 0.9789 | 0.0 | 0.1756 | 0.9168 | 0.4915 | 0.9394 | 0.9406 | 0.0 | 0.24 | 0.9455 | 0.9382 | 0.961 | 0.8872 | 0.9201 |
| 0.2323 | 57.0 | 12426 | 0.2137 | 0.9074 | 0.99 | 0.9849 | -1.0 | 0.2304 | 0.9101 | 0.488 | 0.9359 | 0.9362 | -1.0 | 0.25 | 0.9401 | 0.9335 | 0.9573 | 0.8813 | 0.9151 |
| 0.2114 | 58.0 | 12644 | 0.1903 | 0.9231 | 0.9899 | 0.9841 | -1.0 | 0.1404 | 0.9299 | 0.4932 | 0.9463 | 0.9466 | -1.0 | 0.2077 | 0.9513 | 0.947 | 0.9664 | 0.8992 | 0.9269 |
| 0.2114 | 59.0 | 12862 | 0.1921 | 0.9211 | 0.99 | 0.9841 | 0.0 | 0.2628 | 0.9254 | 0.4942 | 0.9439 | 0.945 | 0.0 | 0.305 | 0.9487 | 0.9453 | 0.9645 | 0.8969 | 0.9255 |
| 0.2076 | 60.0 | 13080 | 0.1737 | 0.9335 | 0.99 | 0.984 | -1.0 | 0.2575 | 0.9382 | 0.4982 | 0.9559 | 0.9563 | -1.0 | 0.3 | 0.959 | 0.9592 | 0.975 | 0.9078 | 0.9376 |
| 0.2076 | 61.0 | 13298 | 0.1795 | 0.9272 | 0.99 | 0.9807 | -1.0 | 0.2635 | 0.9305 | 0.4958 | 0.9502 | 0.9513 | -1.0 | 0.31 | 0.9548 | 0.9488 | 0.9661 | 0.9057 | 0.9365 |
| 0.2086 | 62.0 | 13516 | 0.1887 | 0.9266 | 0.9901 | 0.9847 | 0.0 | 0.2762 | 0.9321 | 0.493 | 0.95 | 0.9507 | 0.0 | 0.3083 | 0.9547 | 0.9502 | 0.969 | 0.9029 | 0.9323 |
| 0.2086 | 63.0 | 13734 | 0.1734 | 0.9348 | 0.9901 | 0.9859 | -1.0 | 0.2761 | 0.9397 | 0.4978 | 0.9581 | 0.9588 | -1.0 | 0.315 | 0.9613 | 0.9517 | 0.9718 | 0.9178 | 0.9458 |
| 0.2086 | 64.0 | 13952 | 0.1788 | 0.9374 | 0.9899 | 0.9843 | 0.0 | 0.2255 | 0.9417 | 0.4992 | 0.9589 | 0.9592 | 0.0 | 0.2417 | 0.9643 | 0.9573 | 0.9759 | 0.9174 | 0.9424 |
| 0.1951 | 65.0 | 14170 | 0.1665 | 0.9374 | 0.99 | 0.985 | -1.0 | 0.2792 | 0.9424 | 0.4987 | 0.9602 | 0.9607 | -1.0 | 0.2909 | 0.9638 | 0.9537 | 0.9734 | 0.9212 | 0.948 |
| 0.1951 | 66.0 | 14388 | 0.1813 | 0.933 | 0.99 | 0.9834 | 0.0 | 0.2715 | 0.9369 | 0.4979 | 0.9549 | 0.9558 | 0.0 | 0.2944 | 0.9601 | 0.9521 | 0.9727 | 0.9138 | 0.9388 |
| 0.1904 | 67.0 | 14606 | 0.1797 | 0.9347 | 0.9894 | 0.9798 | 0.0 | 0.2227 | 0.9389 | 0.4961 | 0.9534 | 0.9547 | 0.0 | 0.2346 | 0.9602 | 0.9585 | 0.9737 | 0.9109 | 0.9357 |
| 0.1904 | 68.0 | 14824 | 0.1792 | 0.9321 | 0.9897 | 0.984 | 0.0 | 0.2146 | 0.9378 | 0.4954 | 0.9523 | 0.9532 | 0.0 | 0.2633 | 0.9582 | 0.9523 | 0.9697 | 0.9119 | 0.9368 |
| 0.186 | 69.0 | 15042 | 0.1472 | 0.9461 | 0.9901 | 0.9843 | -1.0 | 0.2637 | 0.9524 | 0.5018 | 0.9665 | 0.9673 | -1.0 | 0.3143 | 0.9708 | 0.9595 | 0.9774 | 0.9327 | 0.9573 |
| 0.186 | 70.0 | 15260 | 0.1736 | 0.931 | 0.9899 | 0.9842 | -1.0 | 0.269 | 0.9352 | 0.4961 | 0.9538 | 0.9543 | -1.0 | 0.2821 | 0.9581 | 0.9443 | 0.9654 | 0.9178 | 0.9432 |
| 0.186 | 71.0 | 15478 | 0.1550 | 0.9481 | 0.99 | 0.9835 | -1.0 | 0.2275 | 0.9532 | 0.5019 | 0.9671 | 0.9678 | -1.0 | 0.3321 | 0.9723 | 0.9601 | 0.9771 | 0.9361 | 0.9584 |
| 0.178 | 72.0 | 15696 | 0.1609 | 0.9455 | 0.99 | 0.9849 | -1.0 | 0.2252 | 0.951 | 0.5004 | 0.9642 | 0.9652 | -1.0 | 0.2731 | 0.969 | 0.9614 | 0.9768 | 0.9296 | 0.9535 |
| 0.178 | 73.0 | 15914 | 0.1482 | 0.9416 | 0.9901 | 0.9843 | 0.0 | 0.2421 | 0.947 | 0.5025 | 0.9627 | 0.9639 | 0.0 | 0.2967 | 0.9684 | 0.9554 | 0.9751 | 0.9278 | 0.9527 |
| 0.1822 | 74.0 | 16132 | 0.1403 | 0.9471 | 0.995 | 0.9832 | -1.0 | 0.6037 | 0.9486 | 0.5016 | 0.9665 | 0.9675 | -1.0 | 0.7182 | 0.969 | 0.9657 | 0.9787 | 0.9285 | 0.9562 |
| 0.1822 | 75.0 | 16350 | 0.1673 | 0.9424 | 0.9901 | 0.9845 | -1.0 | 0.2102 | 0.9452 | 0.4995 | 0.9619 | 0.9628 | -1.0 | 0.3667 | 0.9656 | 0.9615 | 0.976 | 0.9232 | 0.9496 |
| 0.1707 | 76.0 | 16568 | 0.1508 | 0.9457 | 0.9885 | 0.9816 | -1.0 | 0.1736 | 0.9543 | 0.5016 | 0.9636 | 0.9641 | -1.0 | 0.1971 | 0.9705 | 0.9577 | 0.9745 | 0.9338 | 0.9538 |
| 0.1707 | 77.0 | 16786 | 0.1395 | 0.9501 | 0.9898 | 0.9839 | -1.0 | 0.1955 | 0.9581 | 0.5034 | 0.9681 | 0.9687 | -1.0 | 0.2324 | 0.9745 | 0.9667 | 0.9809 | 0.9334 | 0.9566 |
| 0.1655 | 78.0 | 17004 | 0.1451 | 0.9502 | 0.99 | 0.9887 | 0.0 | 0.3398 | 0.9525 | 0.5042 | 0.97 | 0.9702 | 0.0 | 0.3667 | 0.9726 | 0.9611 | 0.9771 | 0.9393 | 0.9632 |
| 0.1655 | 79.0 | 17222 | 0.1654 | 0.9385 | 0.9949 | 0.9889 | -1.0 | 0.5696 | 0.9406 | 0.4997 | 0.9592 | 0.9599 | -1.0 | 0.6625 | 0.9627 | 0.9582 | 0.9724 | 0.9188 | 0.9474 |
| 0.1655 | 80.0 | 17440 | 0.1388 | 0.9536 | 0.99 | 0.9844 | -1.0 | 0.2026 | 0.9602 | 0.5051 | 0.9689 | 0.9694 | -1.0 | 0.2536 | 0.9739 | 0.9647 | 0.979 | 0.9425 | 0.9599 |
| 0.164 | 81.0 | 17658 | 0.1296 | 0.957 | 0.9901 | 0.9894 | -1.0 | 0.2818 | 0.9625 | 0.505 | 0.9723 | 0.9729 | -1.0 | 0.3042 | 0.9767 | 0.9681 | 0.9801 | 0.946 | 0.9657 |
| 0.164 | 82.0 | 17876 | 0.1309 | 0.9519 | 0.9901 | 0.9847 | -1.0 | 0.2714 | 0.9584 | 0.5047 | 0.9707 | 0.9709 | -1.0 | 0.3 | 0.9746 | 0.9635 | 0.9791 | 0.9403 | 0.9627 |
| 0.1556 | 83.0 | 18094 | 0.1295 | 0.9564 | 0.9901 | 0.9839 | -1.0 | 0.2769 | 0.9594 | 0.505 | 0.9729 | 0.9731 | -1.0 | 0.2833 | 0.9767 | 0.9644 | 0.981 | 0.9483 | 0.9653 |
| 0.1556 | 84.0 | 18312 | 0.1259 | 0.9572 | 0.9899 | 0.9846 | 0.0 | 0.2512 | 0.963 | 0.5059 | 0.973 | 0.9736 | 0.0 | 0.2786 | 0.9783 | 0.9671 | 0.9812 | 0.9473 | 0.966 |
| 0.1436 | 85.0 | 18530 | 0.1465 | 0.9517 | 0.99 | 0.9842 | -1.0 | 0.2796 | 0.9544 | 0.5025 | 0.9679 | 0.9685 | -1.0 | 0.3 | 0.972 | 0.9611 | 0.9762 | 0.9423 | 0.9608 |
| 0.1436 | 86.0 | 18748 | 0.1230 | 0.9577 | 0.9899 | 0.9847 | -1.0 | 0.3562 | 0.9618 | 0.5064 | 0.9733 | 0.9735 | -1.0 | 0.3773 | 0.9755 | 0.9689 | 0.9826 | 0.9465 | 0.9644 |
| 0.1436 | 87.0 | 18966 | 0.1319 | 0.9608 | 0.99 | 0.9823 | 0.0 | 0.3379 | 0.967 | 0.506 | 0.9741 | 0.9752 | 0.0 | 0.38 | 0.9805 | 0.9695 | 0.9814 | 0.952 | 0.969 |
| 0.1514 | 88.0 | 19184 | 0.1253 | 0.9554 | 0.9901 | 0.985 | 0.0 | 0.262 | 0.9628 | 0.5063 | 0.9725 | 0.9727 | 0.0 | 0.3231 | 0.9765 | 0.9624 | 0.9782 | 0.9484 | 0.9673 |
| 0.1514 | 89.0 | 19402 | 0.1261 | 0.9561 | 0.9901 | 0.985 | -1.0 | 0.2761 | 0.9602 | 0.5057 | 0.9719 | 0.9722 | -1.0 | 0.3125 | 0.9753 | 0.9658 | 0.9791 | 0.9464 | 0.9653 |
| 0.1481 | 90.0 | 19620 | 0.1187 | 0.9579 | 0.9901 | 0.9901 | -1.0 | 0.5624 | 0.9604 | 0.5069 | 0.9752 | 0.9754 | -1.0 | 0.5875 | 0.9769 | 0.9669 | 0.9809 | 0.9489 | 0.9699 |
| 0.1481 | 91.0 | 19838 | 0.1352 | 0.9513 | 0.9901 | 0.9836 | 0.0 | 0.3876 | 0.9532 | 0.5016 | 0.97 | 0.9704 | 0.0 | 0.515 | 0.9733 | 0.9618 | 0.9774 | 0.9408 | 0.9634 |
| 0.1443 | 92.0 | 20056 | 0.1253 | 0.9586 | 0.9901 | 0.9846 | -1.0 | 0.2831 | 0.9643 | 0.5055 | 0.9749 | 0.9753 | -1.0 | 0.3292 | 0.9782 | 0.9679 | 0.9818 | 0.9494 | 0.9688 |
| 0.1443 | 93.0 | 20274 | 0.1259 | 0.9598 | 0.99 | 0.9845 | -1.0 | 0.3228 | 0.9639 | 0.5055 | 0.9736 | 0.9745 | -1.0 | 0.3636 | 0.9768 | 0.9707 | 0.9823 | 0.9489 | 0.9667 |
| 0.1443 | 94.0 | 20492 | 0.1257 | 0.9639 | 0.99 | 0.985 | -1.0 | 0.3265 | 0.9672 | 0.5055 | 0.9766 | 0.9769 | -1.0 | 0.3625 | 0.9793 | 0.972 | 0.9831 | 0.9557 | 0.9707 |
| 0.1447 | 95.0 | 20710 | 0.1168 | 0.9606 | 0.9901 | 0.9842 | 0.0 | 0.2617 | 0.9662 | 0.5064 | 0.9759 | 0.9762 | 0.0 | 0.3 | 0.9801 | 0.9706 | 0.9836 | 0.9506 | 0.9688 |
| 0.1447 | 96.0 | 20928 | 0.1196 | 0.9625 | 0.99 | 0.9847 | 0.0 | 0.3062 | 0.9677 | 0.5078 | 0.9769 | 0.9776 | 0.0 | 0.3273 | 0.9809 | 0.9711 | 0.9844 | 0.9538 | 0.9707 |
| 0.1478 | 97.0 | 21146 | 0.1220 | 0.9558 | 0.9901 | 0.9843 | -1.0 | 0.2922 | 0.9596 | 0.5057 | 0.9729 | 0.9735 | -1.0 | 0.3071 | 0.9771 | 0.9661 | 0.981 | 0.9455 | 0.966 |
| 0.1478 | 98.0 | 21364 | 0.1339 | 0.9503 | 0.9872 | 0.9788 | 0.0 | 0.2824 | 0.9558 | 0.5034 | 0.9663 | 0.9672 | 0.0 | 0.375 | 0.9717 | 0.9655 | 0.9778 | 0.9351 | 0.9565 |
| 0.1421 | 99.0 | 21582 | 0.1183 | 0.9625 | 0.9901 | 0.9845 | -1.0 | 0.304 | 0.9682 | 0.509 | 0.9765 | 0.9771 | -1.0 | 0.3875 | 0.9807 | 0.9736 | 0.9847 | 0.9514 | 0.9695 |
| 0.1421 | 100.0 | 21800 | 0.1249 | 0.9571 | 0.9901 | 0.9844 | -1.0 | 0.3322 | 0.9614 | 0.5052 | 0.9726 | 0.9733 | -1.0 | 0.3654 | 0.9759 | 0.9657 | 0.9777 | 0.9486 | 0.969 |
### Framework versions
- Transformers 4.42.3
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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