Hugging Face's logo

machinelearningzuu
/
vehicle_detection

TensorBoard
Safetensors
conditional_detr
Generated from Trainer
Model card Files Metrics Community
vehicle_detection / README.md
machinelearningzuu's picture
machinelearningzuu
Upload ConditionalDetrForObjectDetection
4561dd5 verified
preview code
|
raw
history blame contribute delete
No virus
34.6 kB
metadata
base_model: microsoft/conditional-detr-resnet-50
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: vehicle_detection
    results: []

vehicle_detection

This model is a fine-tuned version of microsoft/conditional-detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2233
  • Map: 0.9186
  • Map 50: 0.9888
  • Map 75: 0.9702
  • Map Small: 0.0168
  • Map Medium: 0.8326
  • Map Large: 0.9267
  • Mar 1: 0.39
  • Mar 10: 0.9118
  • Mar 100: 0.9461
  • Mar Small: 0.0167
  • Mar Medium: 0.883
  • Mar Large: 0.953
  • Map Car: 0.9208
  • Mar 100 Car: 0.9447
  • Map Twowheeler: 0.9227
  • Mar 100 Twowheeler: 0.9476
  • Map Auto: 0.8797
  • Mar 100 Auto: 0.9232
  • Map Bus: 0.93
  • Mar 100 Bus: 0.9552
  • Map Truck: 0.94
  • Mar 100 Truck: 0.9599

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: 4
  • 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 Car Mar 100 Car Map Twowheeler Mar 100 Twowheeler Map Auto Mar 100 Auto Map Bus Mar 100 Bus Map Truck Mar 100 Truck
No log 1.0 229 1.9856 0.0192 0.0426 0.0169 0.0 0.0005 0.0205 0.0089 0.0398 0.106 0.0 0.0074 0.1124 0.0947 0.5102 0.0015 0.02 0.0 0.0 0.0 0.0 0.0 0.0
No log 2.0 458 1.6568 0.0551 0.1059 0.0545 0.0 0.0483 0.056 0.0427 0.1326 0.2109 0.0 0.1499 0.2097 0.1798 0.6435 0.0178 0.1473 0.0686 0.1522 0.0007 0.0325 0.0088 0.0787
3.2288 3.0 687 1.5186 0.1102 0.1976 0.1134 0.0 0.0914 0.1095 0.0734 0.238 0.3274 0.0 0.1826 0.3338 0.2763 0.6943 0.1158 0.4139 0.1317 0.271 0.0226 0.119 0.0046 0.1386
3.2288 4.0 916 1.3361 0.1499 0.2474 0.1617 0.0 0.1175 0.1508 0.0948 0.3171 0.4177 0.0 0.2566 0.4266 0.3726 0.7412 0.1597 0.579 0.1768 0.3913 0.0275 0.1867 0.0129 0.1906
1.4282 5.0 1145 1.2549 0.1958 0.326 0.2123 0.0 0.1189 0.2027 0.1253 0.4038 0.5086 0.0 0.2705 0.5279 0.4481 0.7446 0.2302 0.6364 0.1981 0.4741 0.0537 0.3586 0.0488 0.3292
1.4282 6.0 1374 1.1393 0.2589 0.398 0.2816 0.0 0.2273 0.2586 0.1605 0.5096 0.6228 0.0 0.4519 0.6371 0.5211 0.7628 0.3211 0.7083 0.2883 0.6504 0.0848 0.4807 0.0793 0.5119
1.172 7.0 1603 1.0888 0.3236 0.4901 0.3573 0.0 0.3587 0.3187 0.1885 0.5581 0.6591 0.0 0.5986 0.6641 0.5699 0.7709 0.393 0.7138 0.3439 0.661 0.1689 0.5467 0.1424 0.6031
1.172 8.0 1832 0.9997 0.3794 0.5421 0.4216 0.0 0.3792 0.3785 0.2154 0.6143 0.7034 0.0 0.6357 0.7102 0.6207 0.7971 0.47 0.7611 0.4082 0.6813 0.2144 0.6463 0.1835 0.6314
1.0361 9.0 2061 0.9796 0.424 0.6006 0.4761 0.0114 0.3865 0.43 0.2416 0.6314 0.717 0.0333 0.5976 0.7297 0.6461 0.7925 0.5229 0.7637 0.3866 0.6755 0.2786 0.6679 0.2857 0.6855
1.0361 10.0 2290 0.8782 0.5167 0.6937 0.5831 0.0 0.4704 0.524 0.2729 0.6941 0.7711 0.0 0.6556 0.7819 0.6851 0.8177 0.5872 0.7896 0.4967 0.7474 0.374 0.6988 0.4407 0.8018
0.9095 11.0 2519 0.8567 0.5329 0.7133 0.6079 0.0 0.4845 0.5393 0.2805 0.6993 0.773 0.0 0.6472 0.7856 0.6822 0.8049 0.599 0.7895 0.5309 0.7533 0.3702 0.7294 0.4825 0.7877
0.9095 12.0 2748 0.8288 0.5647 0.7448 0.6448 0.1347 0.489 0.5734 0.2862 0.7164 0.7853 0.1333 0.6483 0.7975 0.6904 0.8157 0.6037 0.7808 0.5581 0.7641 0.4403 0.7539 0.5308 0.8118
0.9095 13.0 2977 0.7847 0.5902 0.7746 0.674 0.0 0.5372 0.5951 0.2964 0.7264 0.7867 0.0 0.6727 0.7978 0.7096 0.8184 0.6454 0.8043 0.5636 0.7631 0.4959 0.7512 0.5364 0.7963
0.8129 14.0 3206 0.7430 0.6291 0.8117 0.7151 0.0 0.5248 0.6378 0.3103 0.7454 0.801 0.0 0.6606 0.8146 0.7295 0.8314 0.6656 0.8225 0.6015 0.7824 0.5479 0.7588 0.6009 0.81
0.8129 15.0 3435 0.7187 0.6398 0.8242 0.737 0.0 0.5326 0.6482 0.3083 0.7487 0.8027 0.0 0.672 0.8135 0.7392 0.8356 0.6817 0.8242 0.6307 0.7929 0.5222 0.7398 0.6251 0.821
0.748 16.0 3664 0.7008 0.6486 0.83 0.735 0.0 0.5434 0.6576 0.3076 0.7524 0.8049 0.0 0.6797 0.8164 0.7529 0.844 0.6859 0.8224 0.6329 0.7932 0.5457 0.7446 0.6255 0.8203
0.748 17.0 3893 0.7042 0.6523 0.8462 0.7542 0.0 0.5646 0.6612 0.3162 0.7525 0.806 0.0 0.679 0.8181 0.7367 0.826 0.6755 0.804 0.6157 0.7821 0.5825 0.788 0.651 0.83
0.6979 18.0 4122 0.6434 0.6987 0.8684 0.7936 0.0 0.5947 0.7073 0.3282 0.7857 0.8348 0.0 0.7175 0.8469 0.7767 0.8561 0.7213 0.8463 0.6801 0.8165 0.643 0.8022 0.6722 0.8529
0.6979 19.0 4351 0.6231 0.7049 0.8806 0.8131 0.0 0.607 0.7131 0.3297 0.7819 0.827 0.0 0.7175 0.8374 0.761 0.8424 0.7167 0.8383 0.7004 0.82 0.6527 0.7882 0.6936 0.8461
0.6589 20.0 4580 0.6284 0.7074 0.8836 0.8081 0.0 0.6173 0.7146 0.3324 0.785 0.8311 0.0 0.7258 0.8409 0.7747 0.8543 0.7168 0.8345 0.6881 0.8136 0.6575 0.8058 0.6997 0.8474
0.6589 21.0 4809 0.5998 0.7205 0.8955 0.8187 0.0 0.6133 0.7302 0.3325 0.7944 0.8427 0.0 0.7266 0.8543 0.7821 0.8565 0.7414 0.8484 0.6888 0.8175 0.6778 0.83 0.7125 0.861
0.6182 22.0 5038 0.6040 0.7196 0.888 0.8178 0.0 0.6161 0.7304 0.3288 0.7937 0.8427 0.0 0.7385 0.8538 0.7863 0.8609 0.745 0.8573 0.6975 0.8247 0.6467 0.8147 0.7227 0.8561
0.6182 23.0 5267 0.5959 0.7329 0.8994 0.8317 0.0 0.6189 0.7412 0.338 0.8018 0.8459 0.0 0.7299 0.8566 0.7921 0.864 0.7467 0.8585 0.7291 0.8403 0.6852 0.8164 0.7114 0.8506
0.6182 24.0 5496 0.5712 0.7374 0.9106 0.8392 0.0038 0.649 0.744 0.3395 0.802 0.8487 0.0583 0.7426 0.8587 0.7918 0.8633 0.7476 0.8527 0.7115 0.8233 0.6865 0.8282 0.7499 0.8761
0.6034 25.0 5725 0.5547 0.7488 0.9191 0.8456 0.0 0.6335 0.7602 0.3434 0.8077 0.8548 0.0 0.7327 0.8675 0.804 0.8697 0.7675 0.8616 0.7157 0.8413 0.722 0.847 0.7349 0.8542
0.6034 26.0 5954 0.5622 0.7466 0.9177 0.8593 0.0 0.62 0.7598 0.3441 0.8036 0.8473 0.0 0.7238 0.8588 0.7931 0.8637 0.749 0.8513 0.7233 0.8337 0.7156 0.822 0.7522 0.8657
0.5794 27.0 6183 0.5197 0.7662 0.9283 0.8704 0.0 0.6591 0.7743 0.3468 0.8152 0.8566 0.0 0.7497 0.8669 0.8087 0.8741 0.7721 0.8659 0.7519 0.8431 0.7331 0.8313 0.7652 0.8685
0.5794 28.0 6412 0.5260 0.7729 0.9325 0.8779 0.0 0.6734 0.7813 0.345 0.8214 0.866 0.0 0.7614 0.8768 0.8157 0.8773 0.773 0.8663 0.7612 0.8542 0.7359 0.8431 0.7787 0.889
0.5511 29.0 6641 0.5145 0.7624 0.9301 0.8628 0.0 0.6492 0.7709 0.3447 0.8096 0.8564 0.0 0.7421 0.8666 0.814 0.8736 0.7687 0.8607 0.7453 0.8426 0.725 0.8448 0.7592 0.8604
0.5511 30.0 6870 0.4996 0.7762 0.9407 0.8836 0.0257 0.6791 0.7816 0.3488 0.8238 0.8656 0.025 0.7691 0.8748 0.8188 0.8773 0.7721 0.8684 0.7494 0.8428 0.7624 0.8633 0.7785 0.8761
0.5377 31.0 7099 0.4853 0.7911 0.946 0.9015 0.0 0.6981 0.7972 0.3546 0.8273 0.8692 0.0 0.7815 0.8762 0.8236 0.8826 0.8004 0.8762 0.7789 0.8565 0.765 0.8597 0.7875 0.8709
0.5377 32.0 7328 0.4858 0.7869 0.941 0.8932 0.0 0.679 0.7969 0.3508 0.8262 0.8699 0.0 0.7711 0.8803 0.8251 0.8822 0.7992 0.8823 0.7576 0.8489 0.7519 0.8444 0.8006 0.8919
0.5134 33.0 7557 0.4781 0.7857 0.944 0.9 0.0 0.6941 0.794 0.3543 0.8231 0.8641 0.0 0.7822 0.8715 0.8221 0.8807 0.8036 0.8794 0.7642 0.8548 0.7576 0.8364 0.781 0.8691
0.5134 34.0 7786 0.4783 0.7923 0.9472 0.8978 0.0 0.677 0.8006 0.3537 0.8316 0.8722 0.0 0.7665 0.8818 0.8281 0.8854 0.8027 0.8829 0.7795 0.8617 0.7501 0.8466 0.8014 0.8842
0.5006 35.0 8015 0.4689 0.7943 0.9499 0.9028 0.0101 0.6986 0.8017 0.3551 0.8301 0.8698 0.05 0.7826 0.8783 0.8285 0.8846 0.8059 0.8816 0.7777 0.8613 0.7632 0.8477 0.7961 0.8735
0.5006 36.0 8244 0.4788 0.794 0.9477 0.9019 0.0 0.708 0.8004 0.3539 0.8292 0.8694 0.0 0.7749 0.8778 0.827 0.8839 0.8069 0.8811 0.7793 0.8541 0.7679 0.8477 0.7888 0.8803
0.5006 37.0 8473 0.4364 0.8171 0.9586 0.9214 0.0 0.7011 0.8249 0.3635 0.8448 0.8844 0.0 0.7808 0.8935 0.8447 0.8936 0.8148 0.8844 0.7914 0.8687 0.8181 0.8918 0.8164 0.8834
0.4862 38.0 8702 0.4287 0.8104 0.9598 0.9135 0.0 0.7261 0.8158 0.3582 0.8422 0.8806 0.0 0.8008 0.8879 0.843 0.8947 0.8215 0.8913 0.8011 0.8721 0.7848 0.8672 0.8015 0.8776
0.4862 39.0 8931 0.4381 0.8088 0.9565 0.9112 0.0 0.7092 0.8165 0.3586 0.8421 0.8833 0.0 0.7832 0.8931 0.842 0.8954 0.8195 0.8916 0.7791 0.8664 0.7898 0.8706 0.8134 0.8926
0.467 40.0 9160 0.4064 0.8247 0.9641 0.9272 0.0 0.7091 0.8334 0.3659 0.8506 0.8873 0.0 0.7813 0.8972 0.8478 0.8972 0.8326 0.8964 0.7952 0.8716 0.8167 0.8814 0.8313 0.8901
0.467 41.0 9389 0.4180 0.8301 0.9634 0.926 0.0284 0.7306 0.8379 0.3643 0.8528 0.8907 0.05 0.8049 0.8986 0.856 0.8991 0.8307 0.8949 0.812 0.8768 0.8181 0.8843 0.8336 0.8982
0.4425 42.0 9618 0.4123 0.8297 0.9644 0.9247 0.0 0.7309 0.8382 0.3647 0.8541 0.8903 0.0 0.8033 0.8985 0.8575 0.9011 0.8411 0.9026 0.8103 0.8795 0.8069 0.8672 0.8325 0.9011
0.4425 43.0 9847 0.3825 0.8389 0.9691 0.9398 0.0 0.7355 0.8473 0.3697 0.8586 0.8978 0.0 0.806 0.9065 0.8608 0.9044 0.8405 0.9065 0.8139 0.8834 0.8374 0.8913 0.8417 0.9033
0.4263 44.0 10076 0.3773 0.8377 0.9684 0.931 0.0 0.7218 0.8459 0.3644 0.856 0.8949 0.0 0.7984 0.9029 0.8612 0.9027 0.8361 0.8981 0.822 0.884 0.8272 0.8877 0.8418 0.9018
0.4263 45.0 10305 0.3904 0.824 0.9688 0.9284 0.0084 0.7317 0.8306 0.3598 0.8491 0.8863 0.0167 0.8004 0.894 0.8516 0.895 0.8268 0.8931 0.8067 0.8747 0.817 0.8841 0.8182 0.8847
0.4204 46.0 10534 0.3656 0.8462 0.974 0.9396 0.0 0.7568 0.8524 0.3682 0.8649 0.9007 0.0 0.8266 0.9073 0.8657 0.9099 0.8506 0.9074 0.8161 0.8809 0.8292 0.8877 0.8694 0.9175
0.4204 47.0 10763 0.3758 0.8349 0.9718 0.9392 0.0 0.7035 0.8459 0.368 0.855 0.8913 0.0 0.7802 0.9019 0.8541 0.8991 0.8451 0.8987 0.8029 0.8726 0.8283 0.886 0.8443 0.9
0.4204 48.0 10992 0.3809 0.8353 0.9678 0.9295 0.0118 0.7351 0.8425 0.3663 0.857 0.893 0.05 0.8026 0.9015 0.8607 0.9038 0.8356 0.8969 0.7936 0.8686 0.8459 0.8983 0.8406 0.8972
0.3935 49.0 11221 0.3698 0.8474 0.9735 0.9409 -1.0 0.7592 0.8521 0.3697 0.8651 0.9015 -1.0 0.8194 0.9087 0.8689 0.9079 0.858 0.9095 0.8152 0.8836 0.8403 0.8993 0.8546 0.9072
0.3935 50.0 11450 0.3514 0.8575 0.9736 0.9426 -1.0 0.7425 0.8654 0.374 0.8699 0.9073 -1.0 0.8195 0.9155 0.8727 0.911 0.8644 0.9151 0.8218 0.8843 0.8571 0.9039 0.8714 0.9225
0.3968 51.0 11679 0.3494 0.8593 0.9771 0.9505 0.0 0.7601 0.8679 0.3719 0.8711 0.9076 0.0 0.8205 0.9161 0.8777 0.914 0.861 0.9132 0.8315 0.8882 0.8538 0.9022 0.8727 0.9202
0.3968 52.0 11908 0.3445 0.8562 0.9765 0.9461 0.0 0.7603 0.8639 0.3721 0.8684 0.9052 0.0 0.8178 0.9136 0.8709 0.9081 0.8565 0.9057 0.8201 0.8807 0.8635 0.9106 0.8698 0.921
0.3821 53.0 12137 0.3250 0.8633 0.9803 0.9565 0.0 0.7553 0.873 0.3764 0.8752 0.9117 0.0 0.8214 0.9208 0.8715 0.9119 0.8656 0.9148 0.8328 0.893 0.8728 0.9166 0.8738 0.9221
0.3821 54.0 12366 0.3107 0.875 0.9819 0.9631 0.5 0.775 0.8823 0.3779 0.8859 0.9192 0.5 0.8342 0.9269 0.884 0.9199 0.8872 0.9289 0.8457 0.8988 0.8765 0.9205 0.8814 0.9279
0.3697 55.0 12595 0.3092 0.8724 0.9804 0.9569 0.0125 0.7686 0.8796 0.3769 0.8803 0.9152 0.05 0.8259 0.923 0.8804 0.9167 0.8782 0.9198 0.8347 0.8895 0.8778 0.9195 0.8907 0.9305
0.3697 56.0 12824 0.3221 0.865 0.9815 0.9558 0.0 0.7603 0.8733 0.3748 0.8764 0.9117 0.0 0.8283 0.9199 0.8776 0.9166 0.8651 0.9133 0.8387 0.8942 0.8605 0.9114 0.883 0.923
0.3658 57.0 13053 0.3189 0.8614 0.9765 0.952 0.0 0.744 0.8687 0.3718 0.8728 0.9055 0.0 0.7956 0.9155 0.883 0.9187 0.8745 0.9148 0.8342 0.8899 0.8478 0.8961 0.8672 0.9077
0.3658 58.0 13282 0.3202 0.8636 0.9787 0.9492 0.0167 0.7338 0.8732 0.3733 0.8727 0.9082 0.0333 0.8006 0.918 0.8787 0.9145 0.8703 0.9139 0.8363 0.8902 0.8577 0.9053 0.8747 0.9173
0.3469 59.0 13511 0.3084 0.8795 0.9815 0.957 0.0 0.7775 0.8865 0.3786 0.8846 0.9188 0.0 0.8365 0.9258 0.8897 0.9219 0.8825 0.9237 0.8477 0.8984 0.8844 0.9217 0.8933 0.928
0.3469 60.0 13740 0.3030 0.8802 0.982 0.9588 0.0269 0.7834 0.8881 0.3799 0.8839 0.9186 0.1333 0.8397 0.926 0.893 0.9249 0.8857 0.9241 0.8494 0.9001 0.8859 0.9195 0.8869 0.9243
0.3469 61.0 13969 0.3030 0.8778 0.983 0.964 0.0071 0.7856 0.8853 0.3808 0.8833 0.9177 0.05 0.8419 0.9246 0.884 0.9182 0.8816 0.9221 0.8455 0.8948 0.8868 0.9239 0.891 0.9298
0.3303 62.0 14198 0.3037 0.8785 0.9819 0.9582 0.0024 0.7757 0.8866 0.3783 0.8847 0.919 0.0333 0.8334 0.9269 0.8897 0.9227 0.8862 0.9257 0.8444 0.8991 0.8717 0.913 0.9007 0.9344
0.3303 63.0 14427 0.2819 0.8859 0.9829 0.9624 0.0 0.7911 0.8923 0.3813 0.8888 0.9229 0.0 0.847 0.9297 0.8949 0.925 0.8976 0.9325 0.8558 0.9084 0.8822 0.9164 0.8988 0.932
0.3278 64.0 14656 0.2771 0.8886 0.9878 0.9668 0.0 0.8116 0.8935 0.3804 0.8916 0.9256 0.0 0.8659 0.9311 0.8912 0.9234 0.8903 0.9275 0.8564 0.9065 0.8982 0.9316 0.9071 0.9388
0.3278 65.0 14885 0.2647 0.8869 0.9805 0.961 0.0 0.7776 0.8956 0.3814 0.8904 0.9236 0.0 0.8299 0.9323 0.8997 0.9306 0.9027 0.9357 0.8565 0.9077 0.8827 0.92 0.8928 0.9242
0.3251 66.0 15114 0.2738 0.8856 0.9815 0.9598 0.0 0.8047 0.893 0.3808 0.8898 0.9219 0.0 0.8593 0.9286 0.9009 0.9303 0.8936 0.9269 0.8504 0.9014 0.8972 0.9314 0.8858 0.9193
0.3251 67.0 15343 0.2822 0.892 0.9846 0.9658 0.0126 0.8003 0.9007 0.3816 0.8941 0.9282 0.0125 0.8611 0.9352 0.8977 0.9294 0.8929 0.9286 0.8681 0.915 0.8899 0.9265 0.9112 0.9417
0.3013 68.0 15572 0.2507 0.8976 0.9867 0.9696 0.0 0.8044 0.9054 0.3832 0.8975 0.9315 0.0 0.857 0.939 0.9076 0.9355 0.9059 0.9371 0.8672 0.9138 0.8885 0.9224 0.9187 0.9487
0.3013 69.0 15801 0.2612 0.893 0.9817 0.9624 0.0 0.7973 0.9006 0.3835 0.8937 0.9269 0.0 0.8556 0.934 0.9004 0.9302 0.9028 0.9359 0.8654 0.9148 0.9026 0.934 0.8935 0.9199
0.304 70.0 16030 0.2574 0.8952 0.9861 0.9674 0.0 0.8081 0.9022 0.3818 0.8942 0.9291 0.0 0.8607 0.9359 0.9026 0.9315 0.9017 0.9339 0.8629 0.91 0.8928 0.9267 0.9159 0.9432
0.304 71.0 16259 0.2560 0.9046 0.9867 0.9742 0.0 0.8298 0.9113 0.3859 0.9039 0.9375 0.0 0.8826 0.943 0.9075 0.9358 0.9111 0.9415 0.881 0.9258 0.9036 0.9376 0.9198 0.9467
0.304 72.0 16488 0.2442 0.903 0.987 0.9698 0.0034 0.8363 0.9081 0.3847 0.9018 0.9352 0.0167 0.8818 0.9404 0.9112 0.9385 0.9058 0.938 0.8752 0.9186 0.9004 0.9335 0.9226 0.9475
0.3017 73.0 16717 0.2676 0.8941 0.9846 0.9587 0.0084 0.8202 0.8994 0.3801 0.8937 0.9293 0.0083 0.87 0.9359 0.9087 0.937 0.8989 0.9333 0.8619 0.9114 0.884 0.9229 0.9169 0.9419
0.3017 74.0 16946 0.2373 0.903 0.9862 0.9702 0.0 0.7937 0.9116 0.3851 0.8997 0.9344 0.0 0.8474 0.9419 0.9126 0.9385 0.9112 0.9396 0.8675 0.9163 0.9068 0.9337 0.917 0.9439
0.2849 75.0 17175 0.2357 0.9066 0.987 0.9718 0.0 0.8228 0.9138 0.388 0.9034 0.9373 0.0 0.8698 0.9439 0.9141 0.9398 0.9108 0.9387 0.8752 0.9183 0.9063 0.9386 0.9265 0.9513
0.2849 76.0 17404 0.2351 0.9061 0.986 0.9681 0.1346 0.8157 0.9135 0.3849 0.9031 0.9369 0.325 0.8683 0.9434 0.91 0.9381 0.9141 0.9436 0.8761 0.9196 0.905 0.9299 0.9252 0.9531
0.2899 77.0 17633 0.2298 0.9137 0.9872 0.9734 0.0 0.8293 0.9202 0.3871 0.9096 0.9434 0.0 0.8766 0.9497 0.9192 0.9454 0.9188 0.9461 0.8862 0.9286 0.9181 0.9422 0.926 0.955
0.2899 78.0 17862 0.2373 0.9104 0.9886 0.9733 0.35 0.8262 0.9174 0.3891 0.9066 0.9403 0.35 0.8769 0.9464 0.9096 0.937 0.9154 0.9429 0.8764 0.9227 0.9166 0.9439 0.9342 0.9552
0.2693 79.0 18091 0.2322 0.9124 0.9879 0.9708 0.0 0.8266 0.9192 0.3883 0.9064 0.9413 0.0 0.8753 0.9479 0.9163 0.9405 0.9172 0.9445 0.872 0.9175 0.9235 0.9467 0.933 0.957
0.2693 80.0 18320 0.2238 0.9089 0.9866 0.9742 0.0 0.8083 0.917 0.3856 0.9059 0.9396 0.0 0.8627 0.947 0.9136 0.9396 0.9164 0.9438 0.8796 0.9245 0.9116 0.9402 0.9232 0.9498
0.2788 81.0 18549 0.2170 0.9152 0.9886 0.972 0.0 0.8325 0.9226 0.3876 0.9096 0.9429 0.0 0.8803 0.9496 0.9193 0.9439 0.9149 0.9416 0.8833 0.9238 0.9195 0.9448 0.9388 0.9605
0.2788 82.0 18778 0.2155 0.9176 0.989 0.9729 0.015 0.8253 0.9246 0.3904 0.9117 0.9457 0.0444 0.8758 0.9526 0.9229 0.9477 0.9203 0.9455 0.8828 0.9266 0.9315 0.953 0.9304 0.9554
0.2722 83.0 19007 0.2300 0.9146 0.9869 0.9712 0.0833 0.8085 0.9234 0.39 0.9095 0.9426 0.1667 0.8611 0.9506 0.9219 0.9469 0.9209 0.9486 0.8859 0.925 0.9125 0.9414 0.9317 0.951
0.2722 84.0 19236 0.2123 0.9149 0.9883 0.9744 0.0 0.8187 0.9234 0.3888 0.9085 0.9431 0.0 0.8665 0.9504 0.9188 0.9437 0.9197 0.9461 0.8905 0.9296 0.9228 0.9482 0.9228 0.9482
0.2722 85.0 19465 0.2406 0.9132 0.9883 0.9684 0.0 0.8322 0.9192 0.3888 0.9084 0.9419 0.0 0.8782 0.9479 0.9134 0.9384 0.9185 0.9455 0.8773 0.9221 0.9225 0.9473 0.9343 0.9562
0.2645 86.0 19694 0.2162 0.9146 0.9872 0.9708 0.0 0.8075 0.9233 0.3889 0.9099 0.9428 0.0 0.8611 0.9508 0.9178 0.9423 0.9216 0.9457 0.8741 0.9202 0.9291 0.9531 0.9305 0.9525
0.2645 87.0 19923 0.2313 0.9084 0.9867 0.9664 0.021 0.8051 0.9165 0.3869 0.9034 0.9375 0.0208 0.8589 0.9457 0.9137 0.9389 0.9103 0.9395 0.8742 0.9172 0.9104 0.9367 0.9335 0.9551
0.2632 88.0 20152 0.2140 0.9193 0.9901 0.9727 0.0 0.816 0.9281 0.3899 0.9123 0.9467 0.0 0.8733 0.9544 0.9199 0.9447 0.9223 0.9469 0.8829 0.9278 0.9297 0.9547 0.9416 0.9594
0.2632 89.0 20381 0.2108 0.9206 0.9908 0.976 0.0063 0.8369 0.9282 0.391 0.9129 0.947 0.05 0.8829 0.9536 0.9238 0.9483 0.9253 0.9497 0.8896 0.9292 0.9271 0.9495 0.937 0.9586
0.2558 90.0 20610 0.2074 0.9226 0.9892 0.9725 0.0 0.8464 0.928 0.3893 0.9148 0.9487 0.0 0.891 0.9539 0.9259 0.949 0.925 0.9484 0.8913 0.9325 0.9404 0.961 0.9306 0.9526
0.2558 91.0 20839 0.2065 0.9177 0.9878 0.9746 0.0 0.8105 0.9259 0.3885 0.9111 0.9445 0.0 0.8607 0.9517 0.9222 0.9467 0.9217 0.9486 0.8915 0.9302 0.9299 0.9499 0.9234 0.9473
0.265 92.0 21068 0.2300 0.9179 0.9868 0.9712 0.0097 0.8343 0.9248 0.389 0.9108 0.9445 0.0188 0.8792 0.9513 0.9164 0.9403 0.9173 0.9422 0.8884 0.9269 0.9373 0.9595 0.9301 0.9537
0.265 93.0 21297 0.2123 0.917 0.9855 0.971 0.0 0.8412 0.923 0.3896 0.9118 0.9435 0.0 0.8862 0.949 0.9235 0.9473 0.925 0.9516 0.8916 0.9309 0.9297 0.9518 0.9151 0.936
0.2552 94.0 21526 0.2158 0.9163 0.9871 0.9692 0.025 0.8201 0.9236 0.3899 0.9089 0.9439 0.1 0.873 0.9505 0.9188 0.9427 0.9236 0.9469 0.8851 0.9264 0.9271 0.9531 0.9271 0.9506
0.2552 95.0 21755 0.2067 0.9214 0.988 0.9719 0.0 0.8358 0.9286 0.39 0.9138 0.9476 0.0 0.8828 0.9537 0.9278 0.9507 0.9285 0.9518 0.8957 0.9347 0.9325 0.9538 0.9228 0.9471
0.2552 96.0 21984 0.2016 0.9214 0.9878 0.975 0.0 0.8237 0.9293 0.3906 0.9143 0.9484 0.0 0.8765 0.9548 0.926 0.9492 0.9283 0.9538 0.8922 0.9316 0.9259 0.9513 0.9345 0.9559
0.2594 97.0 22213 0.2237 0.9166 0.9877 0.972 0.0333 0.83 0.9224 0.3894 0.9092 0.9447 0.2 0.8798 0.9506 0.9183 0.9446 0.9215 0.9472 0.8878 0.9291 0.9204 0.9484 0.9348 0.9545
0.2594 98.0 22442 0.2155 0.9158 0.9867 0.9685 0.0 0.8188 0.9233 0.3865 0.9102 0.9434 0.0 0.8684 0.9503 0.9268 0.9478 0.9204 0.9479 0.885 0.9271 0.9187 0.9419 0.928 0.9523
0.2586 99.0 22671 0.2212 0.918 0.9888 0.9709 0.0333 0.833 0.9245 0.39 0.9105 0.9444 0.1 0.8802 0.9506 0.9185 0.9424 0.927 0.9502 0.8793 0.9223 0.9301 0.9513 0.9351 0.9558
0.2586 100.0 22900 0.2233 0.9186 0.9888 0.9702 0.0168 0.8326 0.9267 0.39 0.9118 0.9461 0.0167 0.883 0.953 0.9208 0.9447 0.9227 0.9476 0.8797 0.9232 0.93 0.9552 0.94 0.9599

Framework versions

  • Transformers 4.42.3
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1