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detrDominoTest

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metadata
library_name: transformers
license: apache-2.0
base_model: aviola/checkpoints
tags:
  - generated_from_trainer
datasets:
  - temp_domino2
model-index:
  - name: detrDominoTest
    results: []

detrDominoTest

This model is a fine-tuned version of aviola/checkpoints on the temp_domino2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3298
  • Map: 0.7863
  • Map 50: 0.9692
  • Map 75: 0.9205
  • Map Small: 0.6109
  • Map Medium: 0.812
  • Map Large: 0.875
  • Mar 1: 0.5669
  • Mar 10: 0.8334
  • Mar 100: 0.8334
  • Mar Small: 0.65
  • Mar Medium: 0.8493
  • Mar Large: 0.875
  • Map Pip-1: 0.71
  • Mar 100 Pip-1: 0.8462
  • Map Pip-10: 0.8599
  • Mar 100 Pip-10: 0.8762
  • Map Pip-11: 0.7842
  • Mar 100 Pip-11: 0.8192
  • Map Pip-12: 0.8185
  • Mar 100 Pip-12: 0.8526
  • Map Pip-2: 0.786
  • Mar 100 Pip-2: 0.81
  • Map Pip-3: 0.8296
  • Mar 100 Pip-3: 0.8533
  • Map Pip-4: 0.8283
  • Mar 100 Pip-4: 0.8524
  • Map Pip-5: 0.7819
  • Mar 100 Pip-5: 0.8323
  • Map Pip-6: 0.7035
  • Mar 100 Pip-6: 0.7591
  • Map Pip-7: 0.774
  • Mar 100 Pip-7: 0.8423
  • Map Pip-8: 0.8242
  • Mar 100 Pip-8: 0.85
  • Map Pip-9: 0.7359
  • Mar 100 Pip-9: 0.8067

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: 8
  • 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

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 Pip-1 Mar 100 Pip-1 Map Pip-10 Mar 100 Pip-10 Map Pip-11 Mar 100 Pip-11 Map Pip-12 Mar 100 Pip-12 Map Pip-2 Mar 100 Pip-2 Map Pip-3 Mar 100 Pip-3 Map Pip-4 Mar 100 Pip-4 Map Pip-5 Mar 100 Pip-5 Map Pip-6 Mar 100 Pip-6 Map Pip-7 Mar 100 Pip-7 Map Pip-8 Mar 100 Pip-8 Map Pip-9 Mar 100 Pip-9
No log 1.0 39 0.9362 0.2622 0.3462 0.3211 0.2046 0.2809 0.45 0.2934 0.7044 0.7078 0.3545 0.7347 0.9 0.1387 0.4846 0.2321 0.8048 0.2066 0.7923 0.5483 0.7789 0.2796 0.69 0.3749 0.6 0.4057 0.719 0.2702 0.7355 0.2128 0.6818 0.1976 0.7615 0.1795 0.8188 0.1001 0.6267
No log 2.0 78 0.9001 0.2996 0.3906 0.367 0.183 0.3225 0.5229 0.3151 0.7181 0.7219 0.2848 0.7576 0.9 0.1494 0.6308 0.3324 0.8048 0.2037 0.7923 0.4629 0.7632 0.2023 0.66 0.3221 0.6133 0.4458 0.7667 0.4076 0.729 0.3035 0.6409 0.3002 0.7615 0.3391 0.7937 0.1267 0.7067
No log 3.0 117 0.8935 0.302 0.3952 0.3676 0.188 0.3206 0.5688 0.2991 0.7303 0.7303 0.3894 0.7584 0.925 0.2405 0.6923 0.2991 0.8238 0.2094 0.7846 0.5095 0.7895 0.2612 0.705 0.3566 0.6133 0.4935 0.781 0.4116 0.7581 0.1982 0.6273 0.3035 0.7538 0.2173 0.7812 0.1241 0.6533
No log 4.0 156 0.8841 0.3379 0.457 0.4223 0.2312 0.3545 0.525 0.3314 0.7112 0.7112 0.3879 0.7371 0.9 0.1111 0.5538 0.4126 0.8143 0.2313 0.7462 0.5167 0.7316 0.2847 0.73 0.4023 0.6133 0.5024 0.7619 0.4869 0.7516 0.3068 0.6864 0.4456 0.75 0.259 0.7688 0.096 0.6267
No log 5.0 195 0.8650 0.3397 0.445 0.4157 0.261 0.36 0.4812 0.3218 0.7311 0.7375 0.4591 0.7579 0.925 0.1898 0.6846 0.3634 0.8286 0.2068 0.75 0.5362 0.7737 0.3102 0.7 0.3851 0.6867 0.56 0.7714 0.5066 0.7516 0.3237 0.6727 0.2565 0.7615 0.2875 0.7563 0.1509 0.7133
No log 6.0 234 0.8038 0.4041 0.518 0.4961 0.2731 0.4307 0.52 0.3774 0.7688 0.7711 0.4439 0.8005 0.9 0.2439 0.6462 0.4676 0.8619 0.2524 0.8308 0.7133 0.8211 0.4222 0.775 0.3088 0.6733 0.5744 0.8048 0.5619 0.7839 0.2813 0.7182 0.4114 0.8 0.4307 0.825 0.1819 0.7133
No log 7.0 273 0.8019 0.4302 0.5632 0.531 0.2976 0.4594 0.4771 0.3563 0.7714 0.7723 0.4652 0.7954 0.925 0.341 0.7615 0.383 0.8571 0.3183 0.7885 0.6646 0.7842 0.4076 0.745 0.3443 0.72 0.6563 0.781 0.5498 0.8129 0.4036 0.7 0.4556 0.7923 0.4472 0.8188 0.1908 0.7067
No log 8.0 312 0.7913 0.4746 0.6391 0.5925 0.3263 0.5029 0.45 0.3987 0.7455 0.7523 0.5167 0.7724 0.9 0.3745 0.7462 0.463 0.8476 0.331 0.7885 0.6885 0.7789 0.3832 0.72 0.365 0.64 0.6444 0.719 0.5721 0.8032 0.4662 0.6727 0.6009 0.7731 0.6023 0.825 0.2047 0.7133
No log 9.0 351 0.8044 0.3934 0.522 0.487 0.2212 0.4227 0.4625 0.3404 0.7382 0.7418 0.3909 0.7733 0.875 0.241 0.6077 0.4019 0.8095 0.3689 0.7962 0.7378 0.8211 0.4688 0.76 0.2813 0.7333 0.6647 0.7571 0.4544 0.6839 0.2771 0.6864 0.3847 0.8115 0.253 0.7812 0.1878 0.6533
No log 10.0 390 0.7538 0.4951 0.6616 0.6058 0.3218 0.5224 0.6313 0.4094 0.7721 0.7744 0.4167 0.8059 0.925 0.2972 0.6846 0.6164 0.8143 0.5263 0.7923 0.7265 0.8158 0.4251 0.765 0.376 0.7533 0.6935 0.7905 0.631 0.7806 0.411 0.7273 0.4528 0.7923 0.5057 0.85 0.2798 0.7267
No log 11.0 429 0.7228 0.5538 0.7174 0.6749 0.3848 0.5849 0.55 0.4398 0.7888 0.7917 0.6 0.8057 0.9 0.4135 0.8462 0.6279 0.8429 0.5532 0.7654 0.7454 0.8211 0.3762 0.74 0.4778 0.8 0.7301 0.7857 0.6265 0.8065 0.5436 0.7091 0.6735 0.8192 0.5556 0.8313 0.3228 0.7333
No log 12.0 468 0.7286 0.5718 0.7584 0.7098 0.4001 0.6012 0.5562 0.4413 0.7708 0.7712 0.5485 0.7866 0.875 0.4846 0.7923 0.5177 0.8381 0.6328 0.8077 0.7259 0.7947 0.3727 0.695 0.6026 0.7867 0.695 0.7429 0.6792 0.7581 0.4592 0.6682 0.6229 0.7731 0.587 0.8375 0.4825 0.76
0.9022 13.0 507 0.6494 0.6429 0.8176 0.7812 0.5127 0.6705 0.6458 0.4861 0.8025 0.8031 0.6 0.8144 0.95 0.4838 0.8 0.7672 0.881 0.6682 0.7962 0.7252 0.7842 0.4613 0.775 0.6484 0.8067 0.7891 0.8238 0.6747 0.8484 0.5756 0.7091 0.7531 0.8154 0.6539 0.8375 0.5147 0.76
0.9022 14.0 546 0.6394 0.6366 0.8072 0.7752 0.4262 0.663 0.8 0.4779 0.8115 0.8141 0.6227 0.8302 0.925 0.3229 0.8615 0.7384 0.8333 0.6275 0.8 0.7777 0.8263 0.4729 0.81 0.6225 0.8133 0.7379 0.7905 0.6644 0.8548 0.6145 0.7455 0.7508 0.8346 0.6853 0.8125 0.6247 0.7867
0.9022 15.0 585 0.6612 0.6178 0.8077 0.7542 0.4459 0.6484 0.5375 0.4549 0.7947 0.7947 0.5606 0.8129 0.875 0.4114 0.8308 0.6551 0.8286 0.6663 0.7885 0.7367 0.8105 0.404 0.8 0.6138 0.7667 0.7344 0.7952 0.6748 0.8129 0.5951 0.7227 0.6905 0.7885 0.6214 0.825 0.6097 0.7667
0.9022 16.0 624 0.6289 0.6415 0.8405 0.7828 0.4547 0.6682 0.5833 0.4723 0.784 0.7843 0.5106 0.8049 0.875 0.3778 0.8154 0.7791 0.819 0.6449 0.7692 0.7788 0.8211 0.43 0.77 0.7358 0.7933 0.7217 0.7762 0.6246 0.7774 0.6273 0.7 0.6594 0.7846 0.6883 0.8125 0.6297 0.7733
0.9022 17.0 663 0.6199 0.6546 0.8393 0.8003 0.4895 0.6769 0.775 0.4671 0.8012 0.8015 0.5576 0.8202 0.9 0.4366 0.8077 0.8065 0.8571 0.6369 0.7962 0.7785 0.8421 0.3859 0.78 0.7419 0.8133 0.7614 0.8143 0.69 0.7935 0.6143 0.7591 0.752 0.8269 0.656 0.7875 0.5952 0.74
0.9022 18.0 702 0.5863 0.6796 0.8813 0.8427 0.5505 0.6997 0.7625 0.5059 0.7992 0.7992 0.6106 0.8131 0.875 0.4688 0.7923 0.8234 0.8571 0.6875 0.8 0.8165 0.8263 0.3934 0.78 0.784 0.8067 0.7653 0.8048 0.6382 0.8161 0.6565 0.7364 0.7668 0.8308 0.7334 0.8 0.6219 0.74
0.9022 19.0 741 0.5622 0.6857 0.8738 0.8472 0.5016 0.7086 0.775 0.4985 0.796 0.8028 0.5818 0.8191 0.9 0.3994 0.8154 0.7904 0.819 0.6796 0.7462 0.7912 0.8211 0.4863 0.81 0.777 0.8133 0.7474 0.7857 0.6971 0.8226 0.6542 0.7545 0.7625 0.8154 0.7673 0.8375 0.6764 0.7933
0.9022 20.0 780 0.5750 0.6784 0.8895 0.8357 0.4392 0.7025 0.9 0.4924 0.782 0.7865 0.5379 0.8042 0.9 0.3791 0.7923 0.7975 0.8238 0.7156 0.7846 0.7487 0.8053 0.4846 0.765 0.7927 0.8067 0.7284 0.7762 0.7216 0.7968 0.6598 0.7273 0.7724 0.8077 0.7612 0.8125 0.5796 0.74
0.9022 21.0 819 0.5561 0.6806 0.8913 0.8636 0.4867 0.7023 0.775 0.4896 0.7933 0.7933 0.5803 0.8086 0.9 0.4817 0.8 0.8141 0.8333 0.6578 0.7731 0.7545 0.7842 0.4544 0.74 0.7864 0.8333 0.7475 0.8 0.7474 0.8161 0.6505 0.7409 0.7311 0.8 0.7315 0.8188 0.6107 0.78
0.9022 22.0 858 0.5271 0.7096 0.9167 0.8609 0.5075 0.7324 0.7875 0.5133 0.8008 0.8014 0.5985 0.8164 0.9 0.4442 0.7769 0.813 0.8476 0.7316 0.8115 0.7876 0.8263 0.5668 0.815 0.8044 0.84 0.7271 0.7762 0.7604 0.8129 0.6894 0.7364 0.7208 0.7769 0.8106 0.8438 0.6589 0.7533
0.9022 23.0 897 0.5370 0.6972 0.9222 0.8612 0.4834 0.7203 0.8125 0.5055 0.7785 0.783 0.5712 0.7979 0.925 0.5449 0.7846 0.7943 0.8333 0.7089 0.7654 0.7495 0.7895 0.4792 0.785 0.7861 0.8067 0.726 0.7619 0.7473 0.8065 0.6778 0.7318 0.7131 0.7577 0.7529 0.8 0.686 0.7733
0.9022 24.0 936 0.4882 0.7306 0.9303 0.8823 0.5371 0.7577 0.75 0.529 0.8129 0.8129 0.6364 0.8286 0.875 0.4988 0.7923 0.8021 0.8333 0.7346 0.7923 0.8143 0.8368 0.6192 0.83 0.8021 0.8267 0.779 0.8238 0.7537 0.8226 0.6504 0.7409 0.7785 0.8115 0.7799 0.8375 0.7549 0.8067
0.9022 25.0 975 0.5023 0.7171 0.919 0.8864 0.5303 0.7389 0.675 0.5152 0.804 0.804 0.6182 0.8163 0.95 0.5156 0.8 0.8315 0.8476 0.6941 0.7577 0.7982 0.8316 0.5772 0.79 0.7642 0.8133 0.7352 0.7762 0.7801 0.8355 0.7022 0.7636 0.7471 0.8077 0.7564 0.8313 0.704 0.7933
0.6786 26.0 1014 0.4948 0.722 0.9384 0.8996 0.5667 0.7438 0.775 0.5209 0.7963 0.7963 0.653 0.8076 0.9 0.6071 0.7538 0.7887 0.8238 0.7533 0.7962 0.817 0.8421 0.5882 0.795 0.7597 0.8133 0.766 0.8 0.7499 0.8032 0.6956 0.7409 0.7286 0.7962 0.7996 0.8375 0.6099 0.7533
0.6786 27.0 1053 0.4816 0.7476 0.9431 0.9169 0.5905 0.7687 0.9 0.53 0.8103 0.812 0.6636 0.8234 0.9 0.603 0.7769 0.8056 0.8381 0.781 0.8269 0.8022 0.8474 0.6451 0.815 0.8109 0.8333 0.7746 0.8095 0.7619 0.8161 0.7218 0.7545 0.7861 0.8154 0.7776 0.8375 0.7017 0.7733
0.6786 28.0 1092 0.4870 0.7356 0.9423 0.8977 0.5376 0.7604 0.9 0.5244 0.7991 0.8048 0.6152 0.8208 0.9 0.5646 0.8077 0.8055 0.8381 0.7764 0.8077 0.8334 0.8632 0.6552 0.785 0.7839 0.82 0.7783 0.8095 0.7711 0.8226 0.6826 0.7455 0.7304 0.7808 0.798 0.8313 0.6481 0.7467
0.6786 29.0 1131 0.4851 0.731 0.941 0.8751 0.5297 0.7565 0.825 0.5211 0.8034 0.8034 0.5879 0.82 0.95 0.5738 0.7692 0.8071 0.8476 0.7549 0.8038 0.8006 0.8474 0.6537 0.81 0.7582 0.8 0.7818 0.8048 0.7843 0.8387 0.6505 0.7273 0.7585 0.8077 0.7424 0.8313 0.7064 0.7533
0.6786 30.0 1170 0.5000 0.7279 0.9474 0.8932 0.6152 0.7503 0.875 0.5234 0.8002 0.8002 0.6667 0.811 0.875 0.6612 0.7923 0.8065 0.8238 0.7615 0.8038 0.8037 0.8421 0.6528 0.795 0.8059 0.8533 0.7627 0.8095 0.7506 0.8258 0.655 0.7364 0.68 0.7577 0.7761 0.8562 0.6187 0.7067
0.6786 31.0 1209 0.4517 0.7571 0.9569 0.9348 0.6358 0.7763 0.95 0.5324 0.8159 0.8159 0.6576 0.829 0.95 0.6556 0.8385 0.8096 0.8429 0.7903 0.8308 0.7713 0.8211 0.7024 0.775 0.7732 0.8267 0.7892 0.8381 0.7859 0.8355 0.6984 0.7455 0.7847 0.8269 0.8052 0.8438 0.72 0.7667
0.6786 32.0 1248 0.4772 0.7289 0.9531 0.8997 0.5203 0.7524 0.875 0.5241 0.7924 0.7924 0.5409 0.8106 0.875 0.5988 0.7923 0.8226 0.8476 0.7053 0.7577 0.779 0.8211 0.6344 0.785 0.7518 0.78 0.7425 0.7905 0.7613 0.8226 0.7034 0.7591 0.7753 0.8192 0.763 0.8 0.7092 0.7333
0.6786 33.0 1287 0.4593 0.7483 0.9603 0.9117 0.5548 0.7736 0.9 0.5338 0.803 0.803 0.5833 0.8213 0.9 0.6751 0.8 0.8275 0.8476 0.8018 0.8269 0.7973 0.8421 0.6896 0.75 0.8071 0.84 0.7902 0.8238 0.7231 0.8065 0.6608 0.7364 0.7471 0.7846 0.756 0.825 0.7037 0.7533
0.6786 34.0 1326 0.4421 0.7553 0.9565 0.9227 0.5848 0.7773 0.875 0.5434 0.81 0.8104 0.5939 0.8284 0.875 0.6129 0.8 0.8264 0.8476 0.7744 0.8115 0.7986 0.8526 0.6887 0.76 0.7765 0.8 0.8067 0.8238 0.7452 0.8129 0.7038 0.7682 0.7744 0.8115 0.8192 0.85 0.7369 0.7867
0.6786 35.0 1365 0.4523 0.7303 0.9457 0.9073 0.5988 0.7483 0.925 0.5306 0.7999 0.7999 0.6273 0.813 0.925 0.586 0.8154 0.8331 0.8714 0.7545 0.8 0.8049 0.8316 0.665 0.745 0.7613 0.8 0.784 0.8143 0.7471 0.8161 0.6467 0.7182 0.753 0.8077 0.793 0.8188 0.6347 0.76
0.6786 36.0 1404 0.4286 0.7604 0.9648 0.9356 0.608 0.7789 0.9125 0.545 0.8106 0.8106 0.6379 0.8235 0.925 0.6649 0.8 0.8503 0.8667 0.7721 0.7962 0.7841 0.8211 0.7608 0.825 0.7826 0.8067 0.7866 0.819 0.7325 0.7839 0.6569 0.7409 0.7888 0.8308 0.7833 0.8438 0.7618 0.7933
0.6786 37.0 1443 0.4290 0.7533 0.9499 0.9231 0.6076 0.7724 0.8875 0.5435 0.8098 0.8124 0.6318 0.8267 0.9 0.6137 0.8231 0.8488 0.8619 0.7509 0.7923 0.7602 0.8158 0.7288 0.795 0.7691 0.8267 0.795 0.8333 0.7177 0.7806 0.7004 0.7409 0.7938 0.8346 0.799 0.8375 0.7623 0.8067
0.6786 38.0 1482 0.4214 0.7495 0.9525 0.9124 0.6019 0.7685 0.9 0.5484 0.8146 0.8146 0.6182 0.8313 0.9 0.6166 0.8308 0.8139 0.8429 0.7817 0.8192 0.8033 0.8368 0.7005 0.77 0.7987 0.8467 0.7752 0.8143 0.7233 0.7935 0.6943 0.7591 0.774 0.8231 0.7712 0.825 0.7416 0.8133
0.5466 39.0 1521 0.4103 0.7607 0.9627 0.909 0.5754 0.7827 0.8875 0.5452 0.8089 0.8122 0.5955 0.8293 0.9 0.6765 0.8154 0.8356 0.8571 0.7863 0.8154 0.7983 0.8368 0.7394 0.8 0.7606 0.8133 0.7896 0.8143 0.7033 0.7613 0.692 0.7591 0.778 0.8231 0.7987 0.8375 0.7699 0.8133
0.5466 40.0 1560 0.4556 0.7138 0.9641 0.8826 0.5348 0.7362 0.925 0.5205 0.7767 0.7767 0.547 0.7932 0.925 0.6407 0.7615 0.8009 0.8381 0.7164 0.7538 0.7368 0.7947 0.6745 0.765 0.7292 0.78 0.7842 0.8238 0.7236 0.7774 0.6276 0.6955 0.7149 0.7846 0.7699 0.8125 0.6469 0.7333
0.5466 41.0 1599 0.4143 0.7602 0.9569 0.9161 0.5757 0.7811 0.925 0.5421 0.8166 0.8172 0.5909 0.8369 0.925 0.6323 0.8231 0.8279 0.8476 0.7727 0.8 0.7958 0.8368 0.734 0.78 0.7797 0.8133 0.7932 0.8476 0.7437 0.8161 0.6849 0.7545 0.779 0.8308 0.8162 0.85 0.7634 0.8067
0.5466 42.0 1638 0.4050 0.7555 0.9619 0.9173 0.5809 0.778 0.975 0.5459 0.8126 0.8132 0.6 0.8293 0.975 0.6287 0.7846 0.8404 0.8762 0.7782 0.8115 0.8092 0.8579 0.7423 0.79 0.7815 0.8333 0.7888 0.8286 0.7216 0.7839 0.6803 0.7318 0.7513 0.8115 0.808 0.8562 0.7359 0.7933
0.5466 43.0 1677 0.4172 0.7623 0.9712 0.9144 0.5635 0.7888 0.925 0.5506 0.8083 0.8083 0.5985 0.8244 0.925 0.7406 0.8462 0.8226 0.8429 0.7738 0.8077 0.8166 0.8474 0.7325 0.795 0.7656 0.8067 0.7949 0.8333 0.7708 0.8226 0.676 0.7409 0.7077 0.7538 0.8156 0.8438 0.7313 0.76
0.5466 44.0 1716 0.4105 0.7463 0.9669 0.8958 0.5535 0.7726 0.925 0.5373 0.8002 0.8002 0.5939 0.8165 0.925 0.6276 0.7846 0.8474 0.8619 0.7932 0.8192 0.7962 0.8368 0.737 0.815 0.8226 0.84 0.7522 0.8048 0.7391 0.7903 0.6421 0.7045 0.6956 0.7615 0.8143 0.8375 0.6889 0.7467
0.5466 45.0 1755 0.4040 0.7587 0.9683 0.9139 0.5739 0.7812 0.925 0.5486 0.8102 0.8105 0.6364 0.8245 0.925 0.7022 0.8077 0.7968 0.8286 0.7745 0.8115 0.8163 0.8474 0.7548 0.805 0.7988 0.8333 0.7879 0.8333 0.7527 0.8032 0.6743 0.7455 0.6754 0.7615 0.8301 0.8625 0.7409 0.7867
0.5466 46.0 1794 0.4080 0.745 0.961 0.9085 0.5715 0.765 0.9 0.5365 0.805 0.8085 0.6045 0.8247 0.9 0.5779 0.7692 0.818 0.8524 0.7925 0.8154 0.8199 0.8632 0.7381 0.81 0.7702 0.8133 0.7786 0.8143 0.7424 0.8032 0.6486 0.7318 0.7452 0.8115 0.7982 0.8313 0.7105 0.7867
0.5466 47.0 1833 0.4010 0.7604 0.9689 0.9325 0.5751 0.7811 0.9 0.5423 0.8069 0.8079 0.5879 0.8261 0.9 0.6844 0.7692 0.8102 0.8381 0.7791 0.8154 0.8029 0.8421 0.7578 0.8 0.7552 0.8 0.7804 0.8095 0.7676 0.8161 0.6808 0.7455 0.7607 0.8269 0.7834 0.8188 0.762 0.8133
0.5466 48.0 1872 0.3928 0.76 0.9661 0.9234 0.5553 0.7806 0.9 0.5456 0.8078 0.8086 0.5833 0.8257 0.9 0.6346 0.7538 0.8179 0.8381 0.7901 0.8269 0.7942 0.8263 0.7851 0.82 0.7765 0.8133 0.7874 0.8333 0.7624 0.8 0.6831 0.7364 0.7571 0.8115 0.7929 0.8438 0.7386 0.8
0.5466 49.0 1911 0.3943 0.7559 0.9691 0.9115 0.5481 0.7829 0.9 0.5401 0.8094 0.8094 0.6015 0.8274 0.9 0.6942 0.8154 0.8389 0.8619 0.7699 0.8115 0.788 0.8211 0.7676 0.81 0.7904 0.8267 0.7625 0.8238 0.7611 0.8194 0.6636 0.7227 0.7601 0.8077 0.7815 0.8188 0.6926 0.7733
0.5466 50.0 1950 0.3823 0.7677 0.9731 0.9357 0.5585 0.7898 0.9 0.5434 0.8133 0.8136 0.5985 0.8316 0.9 0.6785 0.7692 0.8329 0.8571 0.8053 0.8385 0.8424 0.8632 0.7492 0.8 0.7922 0.8333 0.7882 0.8286 0.7502 0.7968 0.682 0.75 0.7402 0.7962 0.807 0.8375 0.7439 0.7933
0.5466 51.0 1989 0.3936 0.7619 0.97 0.9314 0.5623 0.7854 0.9 0.5476 0.8116 0.8124 0.6121 0.829 0.9 0.7085 0.8077 0.8116 0.8524 0.7935 0.8154 0.8189 0.8632 0.7527 0.825 0.7712 0.8133 0.7939 0.8333 0.7408 0.7839 0.6586 0.7273 0.7727 0.8115 0.8105 0.8562 0.7097 0.76
0.466 52.0 2028 0.3673 0.7935 0.9766 0.9295 0.5822 0.8158 0.9 0.5584 0.8335 0.8335 0.6197 0.8535 0.9 0.7558 0.8308 0.8354 0.8667 0.7947 0.8308 0.8434 0.8632 0.7799 0.81 0.8227 0.8533 0.8109 0.8381 0.769 0.8226 0.7184 0.7773 0.8215 0.8654 0.786 0.8375 0.7839 0.8067
0.466 53.0 2067 0.3861 0.774 0.9697 0.9055 0.5624 0.7998 0.925 0.554 0.8216 0.8226 0.6045 0.8415 0.925 0.7371 0.8308 0.8312 0.8667 0.7972 0.8269 0.815 0.8632 0.7704 0.81 0.8177 0.8467 0.8047 0.8333 0.7271 0.7871 0.7185 0.7727 0.768 0.8231 0.788 0.8438 0.7126 0.7667
0.466 54.0 2106 0.3706 0.782 0.9733 0.9236 0.5817 0.8052 0.9 0.5575 0.8245 0.8245 0.6182 0.8432 0.9 0.7472 0.8231 0.827 0.8571 0.8121 0.8231 0.7997 0.8474 0.7773 0.815 0.8141 0.84 0.8158 0.8429 0.759 0.8129 0.715 0.7727 0.7988 0.8423 0.802 0.8375 0.7163 0.78
0.466 55.0 2145 0.3731 0.7789 0.9748 0.9221 0.5789 0.8008 0.825 0.5541 0.8219 0.8219 0.6424 0.8391 0.825 0.7783 0.8231 0.8328 0.8524 0.8131 0.8346 0.8208 0.8526 0.772 0.81 0.7801 0.8267 0.8059 0.8333 0.7426 0.7935 0.7161 0.7727 0.7768 0.8346 0.7822 0.8562 0.7255 0.7733
0.466 56.0 2184 0.3538 0.7799 0.9759 0.9238 0.5646 0.8041 0.9125 0.556 0.8281 0.8281 0.6348 0.8436 0.925 0.7497 0.8231 0.8231 0.8524 0.8022 0.8231 0.8295 0.8579 0.7737 0.845 0.7931 0.8267 0.83 0.8524 0.7472 0.8194 0.6895 0.7727 0.7569 0.8154 0.8245 0.8625 0.7387 0.7867
0.466 57.0 2223 0.3538 0.7802 0.9697 0.9196 0.5662 0.8028 0.9 0.5542 0.8262 0.8262 0.6136 0.8454 0.9 0.7599 0.8154 0.8443 0.8667 0.8147 0.8385 0.8131 0.8421 0.7627 0.81 0.8077 0.84 0.8058 0.8429 0.7697 0.8355 0.6596 0.7409 0.784 0.85 0.7814 0.8125 0.7593 0.82
0.466 58.0 2262 0.3565 0.783 0.9692 0.9266 0.5768 0.8066 0.925 0.5619 0.8306 0.8306 0.6227 0.8479 0.925 0.736 0.8231 0.8413 0.8714 0.8141 0.8346 0.8151 0.8579 0.7781 0.805 0.8197 0.8533 0.8097 0.8429 0.7645 0.829 0.6941 0.7591 0.8019 0.8462 0.7672 0.825 0.7548 0.82
0.466 59.0 2301 0.3644 0.7662 0.9713 0.9305 0.5808 0.7865 0.9 0.552 0.8161 0.8204 0.6242 0.836 0.9 0.7297 0.8231 0.8369 0.8714 0.787 0.8308 0.7981 0.8421 0.7588 0.815 0.8126 0.8467 0.7918 0.8238 0.7571 0.8194 0.6846 0.7364 0.743 0.8115 0.787 0.8313 0.7075 0.7933
0.466 60.0 2340 0.3569 0.7774 0.9736 0.9185 0.5961 0.7968 0.9 0.5604 0.824 0.8246 0.6288 0.8401 0.9 0.7305 0.8308 0.8354 0.8619 0.804 0.8346 0.8049 0.8526 0.7771 0.805 0.8094 0.84 0.7966 0.8333 0.7779 0.8355 0.6965 0.7455 0.7769 0.8308 0.7694 0.8188 0.75 0.8067
0.466 61.0 2379 0.3544 0.7853 0.9767 0.9348 0.6287 0.8021 0.875 0.5582 0.8272 0.8299 0.6682 0.8429 0.875 0.7822 0.8462 0.8256 0.8619 0.8016 0.8269 0.8334 0.8789 0.7517 0.8 0.8096 0.84 0.8227 0.8476 0.7515 0.8161 0.7282 0.7727 0.8041 0.8385 0.8091 0.8438 0.7035 0.7867
0.466 62.0 2418 0.3544 0.7773 0.9809 0.9319 0.5939 0.7983 0.925 0.5558 0.8205 0.8222 0.65 0.8361 0.925 0.7641 0.8308 0.8363 0.8667 0.7909 0.8269 0.8188 0.8474 0.7678 0.815 0.7954 0.8333 0.8252 0.8476 0.7585 0.8258 0.687 0.75 0.7807 0.8308 0.7853 0.825 0.717 0.7667
0.466 63.0 2457 0.3501 0.7801 0.9771 0.9345 0.6037 0.8007 0.9 0.5578 0.824 0.824 0.6242 0.8407 0.9 0.7769 0.8385 0.8355 0.8667 0.8102 0.8308 0.8033 0.8526 0.7534 0.805 0.788 0.8267 0.8272 0.8476 0.77 0.8194 0.6957 0.75 0.7767 0.8269 0.799 0.8375 0.7258 0.7867
0.466 64.0 2496 0.3511 0.7748 0.9659 0.9256 0.6077 0.7936 0.9 0.5615 0.827 0.827 0.6576 0.8421 0.9 0.6827 0.8154 0.8486 0.881 0.8159 0.8423 0.806 0.8474 0.7707 0.805 0.7827 0.8267 0.7957 0.8333 0.7682 0.8258 0.7227 0.7773 0.7795 0.8385 0.7818 0.825 0.7432 0.8067
0.4034 65.0 2535 0.3608 0.759 0.9682 0.9074 0.5601 0.7841 0.9 0.554 0.8162 0.8171 0.6152 0.8333 0.9 0.7014 0.8385 0.847 0.8857 0.7897 0.8308 0.7816 0.8263 0.7418 0.79 0.7872 0.8333 0.7927 0.8333 0.7297 0.7935 0.6854 0.7409 0.7637 0.8154 0.7925 0.8438 0.6957 0.7733
0.4034 66.0 2574 0.3516 0.7682 0.9673 0.9121 0.5835 0.7923 0.9 0.5607 0.8218 0.8223 0.6364 0.8374 0.9 0.6883 0.8538 0.8502 0.881 0.7925 0.8192 0.7966 0.8368 0.7475 0.79 0.7774 0.82 0.8245 0.8524 0.7515 0.8032 0.7114 0.7682 0.7769 0.8308 0.783 0.825 0.7187 0.7867
0.4034 67.0 2613 0.3451 0.7789 0.9729 0.9103 0.5878 0.802 0.925 0.5616 0.8296 0.8296 0.6348 0.8457 0.925 0.7498 0.8615 0.8546 0.881 0.8001 0.8269 0.8054 0.8421 0.7408 0.785 0.7852 0.8333 0.8224 0.8571 0.7513 0.8097 0.7183 0.7682 0.7863 0.8462 0.8048 0.8438 0.7277 0.8
0.4034 68.0 2652 0.3466 0.778 0.9749 0.9207 0.568 0.8017 0.875 0.5561 0.8241 0.8249 0.6258 0.841 0.875 0.7531 0.8308 0.855 0.8857 0.8017 0.8346 0.7967 0.8263 0.7501 0.78 0.779 0.8267 0.8168 0.8476 0.7591 0.8161 0.7266 0.7727 0.7767 0.8346 0.8054 0.8438 0.7152 0.8
0.4034 69.0 2691 0.3504 0.7759 0.9744 0.9089 0.5878 0.795 0.9 0.5575 0.8273 0.8282 0.6212 0.8448 0.9 0.7358 0.8462 0.8374 0.8667 0.8009 0.8308 0.8279 0.8579 0.7676 0.805 0.791 0.84 0.8313 0.8524 0.7634 0.8161 0.6989 0.7636 0.7769 0.8423 0.8148 0.8438 0.6653 0.7733
0.4034 70.0 2730 0.3475 0.7848 0.9763 0.9192 0.6029 0.8065 0.875 0.5629 0.8317 0.8323 0.6485 0.8481 0.875 0.7359 0.8385 0.8447 0.8714 0.7897 0.8269 0.8201 0.8526 0.7812 0.81 0.819 0.86 0.8345 0.8571 0.7817 0.8355 0.708 0.7773 0.7766 0.8346 0.8063 0.8375 0.7204 0.7867
0.4034 71.0 2769 0.3469 0.7749 0.9732 0.9089 0.5869 0.7999 0.9 0.5592 0.8243 0.8243 0.6424 0.8401 0.9 0.6823 0.8385 0.8448 0.8714 0.8012 0.8385 0.8083 0.8316 0.7663 0.805 0.806 0.84 0.8237 0.8429 0.7696 0.8161 0.6953 0.7455 0.7824 0.8385 0.8075 0.8375 0.7116 0.7867
0.4034 72.0 2808 0.3392 0.7839 0.9766 0.9317 0.5902 0.8076 0.9 0.5611 0.8283 0.8295 0.6455 0.8456 0.9 0.7454 0.8308 0.8455 0.8714 0.8003 0.8269 0.8443 0.8684 0.7574 0.805 0.7908 0.84 0.8216 0.8429 0.7859 0.8355 0.706 0.7682 0.787 0.8346 0.8037 0.8438 0.7196 0.7867
0.4034 73.0 2847 0.3433 0.7729 0.9686 0.9149 0.5782 0.7976 0.9 0.5567 0.8229 0.8246 0.6455 0.8396 0.9 0.6802 0.8308 0.8431 0.8619 0.7983 0.8231 0.8358 0.8526 0.7688 0.825 0.7904 0.82 0.7966 0.8429 0.7705 0.8226 0.7136 0.7636 0.7773 0.8423 0.794 0.8438 0.7065 0.7667
0.4034 74.0 2886 0.3398 0.7797 0.9718 0.9239 0.5813 0.8009 0.9 0.5627 0.828 0.8297 0.647 0.8445 0.9 0.7071 0.8462 0.8427 0.8667 0.7968 0.8269 0.8379 0.8632 0.7718 0.82 0.8011 0.8333 0.8264 0.8476 0.7688 0.8194 0.7035 0.7591 0.7655 0.8308 0.8064 0.85 0.7282 0.7933
0.4034 75.0 2925 0.3479 0.7738 0.9703 0.9063 0.5831 0.7977 0.9 0.5603 0.8253 0.8257 0.6364 0.8423 0.9 0.6746 0.8385 0.841 0.8667 0.7923 0.8154 0.818 0.8526 0.7695 0.81 0.8178 0.8467 0.8123 0.8381 0.7624 0.8194 0.6934 0.7545 0.7583 0.8308 0.8332 0.8625 0.7133 0.7733
0.4034 76.0 2964 0.3417 0.7789 0.9699 0.9075 0.5941 0.8004 0.9 0.5622 0.8263 0.8269 0.6455 0.8426 0.9 0.6989 0.8231 0.8422 0.8667 0.794 0.8231 0.8263 0.8526 0.7759 0.81 0.8089 0.84 0.8315 0.8524 0.7687 0.8226 0.7092 0.7727 0.7587 0.8231 0.8227 0.85 0.7101 0.7867
0.3648 77.0 3003 0.3425 0.7796 0.9637 0.9161 0.6011 0.8033 0.9 0.5605 0.8291 0.8291 0.653 0.8453 0.9 0.7008 0.8385 0.8567 0.881 0.8031 0.8269 0.8216 0.8526 0.786 0.805 0.8336 0.8533 0.8029 0.8429 0.769 0.8226 0.6867 0.75 0.7862 0.8462 0.7925 0.8375 0.7165 0.7933
0.3648 78.0 3042 0.3360 0.7853 0.9698 0.9139 0.6046 0.8065 0.9 0.5628 0.8317 0.8326 0.6697 0.8469 0.9 0.7002 0.8154 0.8547 0.8762 0.7938 0.8269 0.8355 0.8579 0.7809 0.815 0.8187 0.8467 0.8107 0.8476 0.7763 0.8355 0.7139 0.7773 0.7843 0.8423 0.8276 0.85 0.7266 0.8
0.3648 79.0 3081 0.3356 0.7787 0.9646 0.9087 0.5824 0.803 0.9 0.5621 0.8304 0.8304 0.6424 0.8478 0.9 0.6938 0.8308 0.8426 0.8714 0.7948 0.8269 0.8216 0.8474 0.7887 0.82 0.8025 0.8333 0.8027 0.8476 0.7848 0.8323 0.7139 0.7773 0.768 0.8346 0.8097 0.8438 0.7209 0.8
0.3648 80.0 3120 0.3408 0.7739 0.9647 0.9058 0.6019 0.7961 0.875 0.5604 0.8294 0.8294 0.6545 0.8442 0.875 0.7097 0.8385 0.8373 0.8619 0.7962 0.8308 0.8225 0.8526 0.7673 0.8 0.8073 0.8467 0.8184 0.8571 0.7526 0.8161 0.6899 0.7682 0.7628 0.8308 0.8134 0.85 0.7096 0.8
0.3648 81.0 3159 0.3348 0.7835 0.97 0.9237 0.6198 0.8074 0.875 0.5606 0.8296 0.8296 0.6591 0.8446 0.875 0.7023 0.8308 0.8565 0.8667 0.802 0.8346 0.8153 0.8474 0.7687 0.8 0.8069 0.84 0.8276 0.8476 0.7772 0.829 0.7027 0.7591 0.7714 0.8308 0.8217 0.8562 0.7495 0.8133
0.3648 82.0 3198 0.3350 0.7779 0.9715 0.9228 0.6197 0.7992 0.9 0.56 0.8275 0.8275 0.6545 0.8426 0.9 0.7079 0.8308 0.8471 0.8667 0.7996 0.8308 0.806 0.8421 0.7779 0.805 0.8032 0.8467 0.8234 0.8429 0.7747 0.829 0.6976 0.7636 0.7486 0.8231 0.8227 0.85 0.7256 0.8
0.3648 83.0 3237 0.3352 0.7786 0.9706 0.9185 0.6205 0.7985 0.9 0.5623 0.83 0.83 0.6606 0.8445 0.9 0.6975 0.8385 0.8469 0.8667 0.8026 0.8346 0.807 0.8474 0.7727 0.805 0.8139 0.84 0.821 0.8524 0.7603 0.8226 0.703 0.7591 0.752 0.8308 0.8341 0.8625 0.7326 0.8
0.3648 84.0 3276 0.3284 0.7859 0.9707 0.92 0.6206 0.8083 0.9 0.5656 0.8353 0.8353 0.6606 0.851 0.9 0.7071 0.8538 0.8567 0.8714 0.8011 0.8308 0.8154 0.8526 0.7821 0.81 0.8309 0.8533 0.8231 0.8524 0.766 0.8226 0.7344 0.7773 0.7583 0.8308 0.8296 0.8687 0.7256 0.8
0.3648 85.0 3315 0.3302 0.7836 0.9705 0.9192 0.6068 0.8074 0.9 0.5656 0.8329 0.8329 0.647 0.8496 0.9 0.7297 0.8615 0.8452 0.8667 0.7998 0.8308 0.8066 0.8474 0.7779 0.805 0.83 0.8533 0.8249 0.8476 0.7653 0.8226 0.7219 0.7727 0.7748 0.85 0.8025 0.8375 0.7245 0.8
0.3648 86.0 3354 0.3333 0.7811 0.9704 0.913 0.6227 0.8021 0.875 0.5629 0.8274 0.8274 0.6606 0.842 0.875 0.7227 0.8385 0.8532 0.8714 0.7927 0.8231 0.8101 0.8421 0.7787 0.805 0.8296 0.8533 0.8231 0.8476 0.7654 0.8226 0.7084 0.7545 0.7736 0.8462 0.7987 0.8313 0.717 0.7933
0.3648 87.0 3393 0.3290 0.787 0.9724 0.923 0.6038 0.8096 0.9 0.5653 0.8321 0.8321 0.6394 0.8487 0.9 0.7308 0.8462 0.8625 0.881 0.7929 0.8231 0.8145 0.8474 0.7712 0.805 0.83 0.86 0.8269 0.8476 0.7783 0.829 0.7165 0.7591 0.7712 0.8423 0.8081 0.8375 0.7409 0.8067
0.3648 88.0 3432 0.3279 0.7859 0.9683 0.9194 0.6099 0.8104 0.9 0.5656 0.8336 0.8336 0.647 0.8498 0.9 0.7068 0.8538 0.8555 0.8667 0.7933 0.8231 0.8223 0.8579 0.7725 0.805 0.83 0.86 0.8247 0.8476 0.7808 0.829 0.713 0.7636 0.7797 0.8462 0.8145 0.8438 0.7383 0.8067
0.3648 89.0 3471 0.3294 0.784 0.9694 0.9177 0.6122 0.8071 0.875 0.5642 0.8324 0.8324 0.6515 0.8483 0.875 0.7193 0.8538 0.8527 0.8714 0.7934 0.8269 0.8081 0.8474 0.772 0.805 0.8296 0.8533 0.8289 0.8476 0.7778 0.829 0.7055 0.7545 0.7804 0.85 0.8175 0.85 0.7224 0.8
0.3493 90.0 3510 0.3298 0.785 0.9683 0.9229 0.6122 0.8087 0.875 0.5649 0.8326 0.8326 0.6515 0.8484 0.875 0.6997 0.8462 0.8561 0.8714 0.79 0.8231 0.8158 0.8526 0.7721 0.8 0.8296 0.8533 0.8287 0.8476 0.7747 0.8258 0.7116 0.7545 0.7863 0.8538 0.8155 0.8562 0.7396 0.8067
0.3493 91.0 3549 0.3285 0.7825 0.9701 0.9213 0.6122 0.8067 0.875 0.5632 0.8306 0.8306 0.6515 0.8462 0.875 0.7207 0.8462 0.8507 0.8714 0.7855 0.8192 0.8041 0.8421 0.7751 0.805 0.8307 0.8533 0.8197 0.8429 0.7753 0.829 0.7082 0.7591 0.7761 0.8423 0.8207 0.8562 0.7235 0.8
0.3493 92.0 3588 0.3271 0.7853 0.9706 0.9215 0.6099 0.8091 0.875 0.565 0.8317 0.8317 0.647 0.8477 0.875 0.7181 0.8462 0.8596 0.8762 0.7856 0.8192 0.8121 0.8526 0.7751 0.805 0.8296 0.8533 0.8289 0.8476 0.7785 0.8258 0.7098 0.7591 0.7721 0.8385 0.8169 0.85 0.7371 0.8067
0.3493 93.0 3627 0.3270 0.7859 0.9712 0.9228 0.6031 0.8114 0.875 0.5642 0.8303 0.8303 0.6424 0.8465 0.875 0.7215 0.8385 0.8534 0.8714 0.7913 0.8231 0.8121 0.8526 0.7737 0.8 0.8307 0.8533 0.8278 0.8476 0.7763 0.8258 0.7102 0.7591 0.775 0.8423 0.8225 0.8438 0.7359 0.8067
0.3493 94.0 3666 0.3291 0.7866 0.9698 0.9178 0.6099 0.8121 0.9 0.5668 0.8326 0.8326 0.647 0.8485 0.9 0.7154 0.8462 0.8588 0.8762 0.784 0.8192 0.8167 0.8526 0.7865 0.81 0.8296 0.8533 0.8278 0.8476 0.785 0.8323 0.701 0.7545 0.7759 0.8423 0.8242 0.85 0.7347 0.8067
0.3493 95.0 3705 0.3278 0.7867 0.97 0.9211 0.6109 0.8119 0.9 0.5661 0.8326 0.8326 0.65 0.8481 0.9 0.7134 0.8385 0.8588 0.8762 0.783 0.8192 0.8167 0.8526 0.7865 0.81 0.8296 0.8533 0.8263 0.8476 0.7864 0.8355 0.7051 0.7591 0.7747 0.8423 0.8242 0.85 0.7359 0.8067
0.3493 96.0 3744 0.3276 0.7863 0.9694 0.9206 0.6132 0.8111 0.9 0.5663 0.8331 0.8331 0.6545 0.8484 0.9 0.71 0.8462 0.8599 0.8762 0.7842 0.8192 0.8185 0.8526 0.7769 0.805 0.8296 0.8533 0.8269 0.8476 0.7869 0.8355 0.7052 0.7591 0.7779 0.8462 0.8242 0.85 0.7359 0.8067
0.3493 97.0 3783 0.3286 0.7867 0.9693 0.9205 0.6109 0.8119 0.9 0.5672 0.8336 0.8336 0.65 0.8493 0.9 0.71 0.8462 0.8599 0.8762 0.7842 0.8192 0.8185 0.8526 0.786 0.81 0.8296 0.8533 0.8283 0.8524 0.7864 0.8355 0.7052 0.7591 0.7729 0.8423 0.8242 0.85 0.7359 0.8067
0.3493 98.0 3822 0.3296 0.7865 0.969 0.9204 0.6132 0.8119 0.875 0.5669 0.8337 0.8337 0.6545 0.8493 0.875 0.71 0.8462 0.8599 0.8762 0.7842 0.8192 0.8185 0.8526 0.786 0.81 0.8296 0.8533 0.8283 0.8524 0.7819 0.8323 0.7035 0.7591 0.7762 0.8462 0.8242 0.85 0.7359 0.8067
0.3493 99.0 3861 0.3296 0.7862 0.969 0.9204 0.6109 0.8119 0.875 0.5669 0.8334 0.8334 0.65 0.8493 0.875 0.71 0.8462 0.8599 0.8762 0.7842 0.8192 0.8185 0.8526 0.786 0.81 0.8296 0.8533 0.8283 0.8524 0.7819 0.8323 0.7035 0.7591 0.7729 0.8423 0.8242 0.85 0.7359 0.8067
0.3493 100.0 3900 0.3298 0.7863 0.9692 0.9205 0.6109 0.812 0.875 0.5669 0.8334 0.8334 0.65 0.8493 0.875 0.71 0.8462 0.8599 0.8762 0.7842 0.8192 0.8185 0.8526 0.786 0.81 0.8296 0.8533 0.8283 0.8524 0.7819 0.8323 0.7035 0.7591 0.774 0.8423 0.8242 0.85 0.7359 0.8067

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1