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chickens-composite-8044444-150-epochs-w-transform-metrics-test

Object Detection
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chickens-composite-8044444-150-epochs-w-transform-metrics-test

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

  • Loss: 0.2398
  • Map: 0.824
  • Map 50: 0.9727
  • Map 75: 0.9165
  • Map Small: 0.4223
  • Map Medium: 0.8232
  • Map Large: 0.9015
  • Mar 1: 0.305
  • Mar 10: 0.8488
  • Mar 100: 0.8578
  • Mar Small: 0.5127
  • Mar Medium: 0.8612
  • Mar Large: 0.9219
  • Map Chicken: 0.8138
  • Mar 100 Chicken: 0.8522
  • Map Duck: 0.7742
  • Mar 100 Duck: 0.8072
  • Map Plant: 0.884
  • Mar 100 Plant: 0.9139

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: 1e-05
  • train_batch_size: 2
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • num_epochs: 150

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 Chicken Mar 100 Chicken Map Duck Mar 100 Duck Map Plant Mar 100 Plant
1.3258 1.0 500 1.4495 0.1028 0.1496 0.1164 0.0079 0.0455 0.1405 0.088 0.2289 0.2836 0.0714 0.2474 0.3068 0.0139 0.0627 0.0148 0.0629 0.2798 0.7251
1.2172 2.0 1000 1.2176 0.1438 0.2013 0.1592 0.0055 0.0876 0.2159 0.0789 0.2432 0.2699 0.0532 0.245 0.3211 0.0106 0.0346 0.0124 0.0299 0.4083 0.7451
1.1316 3.0 1500 1.1163 0.1459 0.2041 0.1661 0.0148 0.0912 0.1655 0.0757 0.2291 0.2558 0.0484 0.237 0.2575 0.0085 0.032 0.0 0.0 0.4291 0.7353
0.8258 4.0 2000 0.9967 0.2301 0.3246 0.2716 0.0105 0.1904 0.1937 0.1471 0.35 0.374 0.0571 0.3659 0.2702 0.0435 0.1123 0.1368 0.2402 0.5099 0.7694
0.8826 5.0 2500 0.9241 0.258 0.3617 0.3112 0.01 0.204 0.273 0.1345 0.3216 0.3326 0.1008 0.3088 0.2973 0.0403 0.1066 0.0816 0.1351 0.6521 0.7561
1.1515 6.0 3000 0.8450 0.3557 0.5129 0.4146 0.0094 0.3342 0.3448 0.1735 0.4761 0.4883 0.1294 0.4755 0.3812 0.2899 0.4996 0.0998 0.2093 0.6773 0.7561
0.8812 7.0 3500 0.7954 0.3922 0.5562 0.4736 0.0061 0.3716 0.4021 0.1557 0.4886 0.4982 0.073 0.4877 0.4682 0.4053 0.6456 0.0721 0.0918 0.6991 0.7572
0.7966 8.0 4000 0.7400 0.421 0.5833 0.4935 0.0221 0.3907 0.4147 0.1454 0.5 0.5065 0.1095 0.4871 0.4727 0.4963 0.6882 0.0323 0.0433 0.7345 0.7882
0.8197 9.0 4500 0.8054 0.3719 0.5572 0.4327 0.0144 0.3497 0.3799 0.1213 0.4525 0.4561 0.0484 0.4421 0.4387 0.4323 0.6368 0.0 0.001 0.6834 0.7303
0.6943 10.0 5000 0.7024 0.423 0.5892 0.501 0.0456 0.4037 0.4403 0.141 0.4909 0.4961 0.0754 0.4782 0.5038 0.5316 0.7018 0.0173 0.0155 0.72 0.7711
0.7918 11.0 5500 0.6560 0.4241 0.5829 0.5038 0.0122 0.3919 0.497 0.135 0.4891 0.4958 0.0944 0.4696 0.5622 0.5372 0.7088 0.0 0.0 0.7352 0.7786
0.7057 12.0 6000 0.6571 0.4207 0.5943 0.4955 0.0344 0.3927 0.4853 0.1325 0.4821 0.4873 0.1071 0.4669 0.5378 0.5155 0.6794 0.0139 0.0072 0.7327 0.7754
0.7291 13.0 6500 0.6155 0.442 0.5991 0.5201 0.0386 0.4151 0.4586 0.1355 0.4977 0.5045 0.1476 0.4859 0.5374 0.5666 0.7105 0.0007 0.001 0.7586 0.802
0.6841 14.0 7000 0.6251 0.4453 0.6092 0.5368 0.0301 0.4199 0.4712 0.1436 0.4932 0.4982 0.15 0.4751 0.5405 0.5808 0.7039 0.0158 0.0082 0.7392 0.7824
0.7706 15.0 7500 0.5625 0.4656 0.625 0.5586 0.0519 0.4389 0.4879 0.1497 0.5127 0.519 0.1302 0.4962 0.548 0.6247 0.736 0.015 0.0196 0.7571 0.8014
0.5477 16.0 8000 0.6342 0.441 0.6213 0.5428 0.0194 0.4154 0.4709 0.1344 0.4847 0.4929 0.1421 0.478 0.509 0.5621 0.6754 0.0139 0.0072 0.7471 0.796
0.5659 17.0 8500 0.5588 0.486 0.6467 0.5788 0.0506 0.456 0.5136 0.1568 0.52 0.5281 0.1976 0.5092 0.5522 0.6651 0.7465 0.0316 0.0278 0.7614 0.8101
0.5889 18.0 9000 0.5632 0.5271 0.7073 0.6332 0.0837 0.499 0.5429 0.187 0.5601 0.5648 0.1543 0.5438 0.5602 0.6564 0.7184 0.1669 0.1763 0.758 0.7997
0.6217 19.0 9500 0.5608 0.5621 0.7535 0.666 0.0361 0.5417 0.5104 0.2008 0.5924 0.5971 0.1071 0.5822 0.535 0.675 0.7289 0.2595 0.2691 0.7518 0.7934
0.5486 20.0 10000 0.5374 0.5916 0.7987 0.716 0.0318 0.5746 0.5224 0.2156 0.6249 0.6302 0.1016 0.6171 0.5488 0.6805 0.7404 0.3386 0.3557 0.7556 0.7945
0.7596 21.0 10500 0.5062 0.6677 0.8908 0.815 0.1271 0.6657 0.5097 0.2509 0.7101 0.7147 0.1984 0.7203 0.5405 0.6848 0.7434 0.5532 0.5907 0.7651 0.8098
0.6202 22.0 11000 0.4852 0.6878 0.919 0.847 0.0815 0.6882 0.672 0.2688 0.7283 0.7339 0.2248 0.7411 0.6929 0.6872 0.7364 0.5974 0.6423 0.779 0.8231
0.5244 23.0 11500 0.4770 0.6907 0.9157 0.8412 0.1031 0.6915 0.6892 0.2629 0.7257 0.7324 0.2208 0.7444 0.7067 0.7031 0.7461 0.606 0.6443 0.763 0.8069
0.5388 24.0 12000 0.4780 0.6913 0.9393 0.8303 0.0933 0.6918 0.8095 0.2723 0.7367 0.7462 0.2711 0.7496 0.8402 0.6766 0.7338 0.6428 0.6969 0.7545 0.8078
0.5626 25.0 12500 0.4525 0.7036 0.942 0.8388 0.067 0.6948 0.7415 0.2692 0.7399 0.7482 0.2529 0.7493 0.7609 0.6981 0.7522 0.6246 0.667 0.7879 0.8254
0.5437 26.0 13000 0.4455 0.6936 0.942 0.8324 0.1783 0.6799 0.7869 0.2661 0.7313 0.7399 0.33 0.7337 0.8079 0.6602 0.7206 0.6347 0.6711 0.7859 0.828
0.4593 27.0 13500 0.4121 0.7152 0.9424 0.8505 0.1477 0.6971 0.8166 0.2728 0.7549 0.7608 0.3173 0.7484 0.8455 0.7176 0.768 0.6484 0.6938 0.7795 0.8205
0.443 28.0 14000 0.3894 0.7317 0.958 0.856 0.1687 0.7199 0.79 0.2815 0.7672 0.7745 0.3371 0.7672 0.8131 0.7262 0.7697 0.6736 0.7155 0.7952 0.8384
0.5382 29.0 14500 0.3988 0.7239 0.9536 0.8693 0.154 0.7142 0.784 0.2761 0.7592 0.7657 0.3257 0.7626 0.8013 0.7275 0.768 0.6591 0.7082 0.7851 0.8208
0.5577 30.0 15000 0.4155 0.7009 0.9393 0.838 0.1252 0.6847 0.7812 0.2699 0.7415 0.7478 0.2841 0.7402 0.8342 0.6869 0.7456 0.6331 0.6722 0.7827 0.8257
0.4783 31.0 15500 0.3982 0.7292 0.9532 0.8735 0.1013 0.7186 0.842 0.2801 0.768 0.7785 0.3257 0.7694 0.8752 0.7144 0.7697 0.6747 0.7268 0.7986 0.839
0.6258 32.0 16000 0.4124 0.7153 0.9477 0.8638 0.1807 0.7081 0.8077 0.2802 0.751 0.7613 0.359 0.7584 0.8379 0.6965 0.7518 0.662 0.7093 0.7876 0.8228
0.5925 33.0 16500 0.4105 0.7075 0.9482 0.8358 0.1448 0.6937 0.7069 0.2756 0.7472 0.758 0.3602 0.7468 0.7396 0.6625 0.7263 0.6728 0.7165 0.7873 0.8312
0.4881 34.0 17000 0.3894 0.7286 0.943 0.8578 0.1267 0.7228 0.7782 0.2807 0.76 0.7698 0.2954 0.7682 0.8119 0.7401 0.7846 0.6453 0.6866 0.8004 0.8382
0.4997 35.0 17500 0.4187 0.6981 0.9429 0.8356 0.1088 0.6881 0.7562 0.2702 0.7402 0.7487 0.264 0.7429 0.793 0.6582 0.725 0.6499 0.6938 0.7861 0.8272
0.5615 36.0 18000 0.3873 0.7175 0.9394 0.8574 0.1488 0.7163 0.8008 0.2718 0.7508 0.762 0.2957 0.7638 0.8383 0.7029 0.761 0.6459 0.6773 0.8037 0.8477
0.4264 37.0 18500 0.3824 0.7249 0.9506 0.8461 0.1428 0.7257 0.7932 0.277 0.7608 0.771 0.294 0.7772 0.8397 0.7128 0.7671 0.6637 0.7021 0.7982 0.8439
0.483 38.0 19000 0.4033 0.7047 0.948 0.8554 0.1284 0.6928 0.7695 0.2696 0.7413 0.7532 0.3059 0.7505 0.8006 0.6985 0.7478 0.6188 0.667 0.7967 0.8448
0.494 39.0 19500 0.3950 0.7128 0.9568 0.8444 0.1775 0.6964 0.7949 0.2714 0.7482 0.7608 0.3522 0.7512 0.828 0.7056 0.7592 0.6511 0.7 0.7815 0.8231
0.4404 40.0 20000 0.3621 0.748 0.9601 0.8748 0.1922 0.7384 0.8074 0.2814 0.784 0.7923 0.3511 0.7915 0.8372 0.746 0.7943 0.7071 0.7495 0.7909 0.8332
0.4331 41.0 20500 0.3805 0.7126 0.9569 0.8584 0.1783 0.7077 0.8299 0.2718 0.7491 0.7585 0.2976 0.7608 0.8553 0.6886 0.7434 0.6482 0.6928 0.8009 0.8393
0.4512 42.0 21000 0.3552 0.734 0.9532 0.8672 0.1147 0.7298 0.8301 0.2789 0.7722 0.7826 0.2963 0.782 0.8568 0.7234 0.7811 0.6643 0.7155 0.8144 0.8512
0.5316 43.0 21500 0.3719 0.7167 0.9517 0.8343 0.203 0.7047 0.855 0.2734 0.756 0.7657 0.3625 0.7612 0.8785 0.7022 0.7662 0.6293 0.6742 0.8184 0.8566
0.4831 44.0 22000 0.3764 0.7162 0.9592 0.8589 0.164 0.6979 0.7871 0.2724 0.7591 0.7676 0.347 0.7586 0.8204 0.6976 0.7632 0.6524 0.7021 0.7987 0.8376
0.4695 45.0 22500 0.3649 0.7209 0.953 0.8495 0.2409 0.7035 0.8185 0.2745 0.7626 0.7713 0.4152 0.7601 0.8455 0.6928 0.7575 0.6664 0.7144 0.8034 0.8419
0.4496 46.0 23000 0.3299 0.7595 0.961 0.8566 0.1556 0.7544 0.8008 0.2878 0.7909 0.8002 0.3222 0.8011 0.835 0.7521 0.8031 0.7055 0.7361 0.821 0.8616
0.5266 47.0 23500 0.3426 0.7417 0.9492 0.8594 0.1904 0.7334 0.8306 0.2857 0.7793 0.7896 0.3432 0.7875 0.8591 0.7259 0.789 0.6848 0.7216 0.8144 0.8581
0.4198 48.0 24000 0.3321 0.7541 0.958 0.8727 0.2462 0.741 0.8369 0.2848 0.7888 0.7966 0.3871 0.7899 0.8648 0.7331 0.7908 0.704 0.7361 0.8254 0.863
0.3626 49.0 24500 0.3264 0.7526 0.9569 0.8613 0.1831 0.7531 0.7752 0.2867 0.7845 0.7938 0.331 0.7976 0.8121 0.757 0.8079 0.6785 0.7144 0.8224 0.859
0.5079 50.0 25000 0.3391 0.7483 0.9632 0.877 0.2876 0.743 0.825 0.2848 0.7823 0.7915 0.3716 0.7893 0.8643 0.7183 0.7732 0.6981 0.7371 0.8285 0.8642
0.4655 51.0 25500 0.3227 0.769 0.9639 0.8888 0.1495 0.7743 0.7826 0.2865 0.8006 0.8104 0.3386 0.8163 0.8161 0.7759 0.8219 0.711 0.7495 0.8203 0.8598
0.4147 52.0 26000 0.3369 0.7476 0.9649 0.8747 0.2097 0.7431 0.7928 0.2805 0.7806 0.7893 0.3446 0.7865 0.8191 0.7364 0.7807 0.6806 0.7227 0.826 0.8645
0.3522 53.0 26500 0.3338 0.7504 0.964 0.8823 0.2502 0.7382 0.8241 0.2841 0.7822 0.7902 0.3556 0.7838 0.8573 0.7311 0.7803 0.6929 0.7278 0.8272 0.8624
0.5069 54.0 27000 0.3415 0.742 0.9592 0.8822 0.161 0.7375 0.768 0.2819 0.7726 0.7821 0.3387 0.7823 0.7963 0.7358 0.7833 0.6772 0.7155 0.8129 0.8474
0.4392 55.0 27500 0.3394 0.743 0.9635 0.8703 0.1928 0.7382 0.7685 0.2788 0.7778 0.7882 0.3948 0.7849 0.8008 0.715 0.7715 0.691 0.7309 0.8229 0.8621
0.3583 56.0 28000 0.3197 0.7741 0.9549 0.8902 0.1839 0.7766 0.826 0.292 0.8031 0.8146 0.3824 0.8209 0.8559 0.761 0.8057 0.7256 0.766 0.8358 0.8723
0.4463 57.0 28500 0.3288 0.7552 0.9614 0.8838 0.2159 0.7462 0.8201 0.2843 0.7881 0.801 0.4111 0.7975 0.8501 0.7623 0.8114 0.6776 0.7309 0.8256 0.8607
0.3672 58.0 29000 0.3026 0.7795 0.9689 0.878 0.2143 0.7773 0.8153 0.2964 0.8114 0.8214 0.3852 0.8216 0.8528 0.7779 0.8219 0.732 0.7753 0.8287 0.8671
0.3754 59.0 29500 0.3061 0.7658 0.9601 0.8813 0.1573 0.761 0.8092 0.2903 0.7974 0.8059 0.3337 0.8084 0.8381 0.7717 0.814 0.6843 0.7309 0.8414 0.8728
0.5756 60.0 30000 0.3290 0.7457 0.9618 0.8737 0.1866 0.7343 0.7888 0.2792 0.7776 0.7897 0.3741 0.7858 0.8148 0.7412 0.786 0.6674 0.7196 0.8287 0.8636
0.3744 61.0 30500 0.3089 0.7651 0.9677 0.8934 0.2155 0.7577 0.8068 0.2882 0.7962 0.8077 0.4148 0.8063 0.8347 0.7644 0.8118 0.7017 0.7464 0.8291 0.8647
0.45 62.0 31000 0.3171 0.7538 0.9736 0.8901 0.2144 0.7503 0.7972 0.2835 0.7896 0.7982 0.4362 0.798 0.8175 0.7557 0.7987 0.676 0.7278 0.8298 0.8682
0.4322 63.0 31500 0.3263 0.7569 0.9686 0.8958 0.2233 0.744 0.8092 0.2863 0.7881 0.7998 0.4005 0.7923 0.8367 0.7421 0.7868 0.7049 0.7474 0.8237 0.865
0.3976 64.0 32000 0.3135 0.7689 0.9586 0.8947 0.2697 0.7697 0.8111 0.2865 0.8001 0.8066 0.3951 0.8119 0.8434 0.7767 0.8118 0.7075 0.7474 0.8225 0.8604
0.4146 65.0 32500 0.3080 0.7638 0.9691 0.8854 0.3276 0.7586 0.8485 0.2831 0.7994 0.8059 0.4362 0.8056 0.8737 0.7392 0.7864 0.7146 0.7567 0.8374 0.8746
0.3933 66.0 33000 0.3147 0.7686 0.9718 0.8914 0.3364 0.7589 0.8308 0.2871 0.8003 0.8072 0.4403 0.8031 0.8662 0.7434 0.7904 0.7271 0.7588 0.8354 0.8725
0.3177 67.0 33500 0.3117 0.7689 0.9674 0.8938 0.3073 0.7627 0.8084 0.2878 0.7971 0.8053 0.42 0.8056 0.837 0.7578 0.7961 0.7195 0.7577 0.8292 0.8621
0.4222 68.0 34000 0.3019 0.7821 0.9568 0.8939 0.2657 0.7769 0.8733 0.2948 0.8094 0.8188 0.363 0.8194 0.9045 0.7759 0.8167 0.7297 0.767 0.8407 0.8728
0.3707 69.0 34500 0.3024 0.7882 0.9666 0.8876 0.2674 0.7788 0.8222 0.2924 0.8138 0.8227 0.4344 0.8215 0.8503 0.7807 0.8211 0.7386 0.7711 0.8452 0.876
0.3954 70.0 35000 0.2981 0.7838 0.9702 0.8976 0.2649 0.773 0.8496 0.2922 0.8091 0.818 0.4121 0.8157 0.8765 0.7846 0.8202 0.7261 0.7567 0.8406 0.8772
0.4 71.0 35500 0.3075 0.7771 0.9684 0.8829 0.2776 0.7716 0.8157 0.2932 0.8027 0.8117 0.4168 0.8131 0.8481 0.7657 0.8039 0.7289 0.7598 0.8368 0.8714
0.4862 72.0 36000 0.2756 0.8 0.9711 0.8878 0.2811 0.7969 0.8532 0.2989 0.8256 0.8366 0.4486 0.8378 0.8932 0.7937 0.8311 0.7594 0.7959 0.8469 0.8827
0.3944 73.0 36500 0.2948 0.7764 0.971 0.8765 0.3132 0.7653 0.8221 0.2897 0.8053 0.8147 0.4729 0.8098 0.8608 0.7571 0.8022 0.7261 0.7588 0.846 0.8832
0.3581 74.0 37000 0.2841 0.79 0.9709 0.901 0.3747 0.7752 0.8603 0.2955 0.8245 0.8336 0.5056 0.8245 0.8912 0.7733 0.8228 0.7485 0.7938 0.8483 0.8841
0.4114 75.0 37500 0.3027 0.7876 0.9665 0.8956 0.3452 0.7811 0.8481 0.2944 0.8162 0.8254 0.4776 0.8238 0.8813 0.7753 0.8171 0.75 0.7866 0.8376 0.8725
0.3524 76.0 38000 0.2774 0.8019 0.9669 0.8993 0.3286 0.7904 0.8576 0.3026 0.8325 0.8422 0.4741 0.8391 0.8858 0.8009 0.8417 0.7617 0.8021 0.8431 0.8829
0.3696 77.0 38500 0.2794 0.7996 0.9665 0.8968 0.2717 0.7941 0.8639 0.3006 0.8271 0.8378 0.4351 0.839 0.8956 0.7828 0.8254 0.7629 0.799 0.8532 0.889
0.4521 78.0 39000 0.2840 0.7874 0.9643 0.8887 0.309 0.7841 0.8069 0.2966 0.8159 0.8252 0.446 0.8286 0.8454 0.7665 0.814 0.7391 0.7711 0.8566 0.8905
0.408 79.0 39500 0.2931 0.781 0.9736 0.8996 0.338 0.7757 0.8284 0.2924 0.8105 0.8209 0.4787 0.8207 0.8706 0.7646 0.8096 0.7383 0.7732 0.8399 0.8798
0.407 80.0 40000 0.2896 0.7899 0.9661 0.8926 0.2783 0.7868 0.8533 0.2952 0.8179 0.8269 0.4105 0.8322 0.8838 0.7781 0.8175 0.7476 0.7825 0.844 0.8806
0.3787 81.0 40500 0.2987 0.785 0.9641 0.903 0.3313 0.7732 0.8315 0.2909 0.8152 0.8235 0.4644 0.8196 0.853 0.7599 0.807 0.7483 0.7794 0.8468 0.8841
0.5486 82.0 41000 0.2717 0.8044 0.9717 0.8995 0.321 0.8003 0.8397 0.2978 0.8282 0.8389 0.4363 0.8421 0.8717 0.792 0.8316 0.7632 0.7918 0.8581 0.8934
0.3667 83.0 41500 0.2861 0.7927 0.9671 0.9075 0.3308 0.7884 0.8494 0.2959 0.8201 0.8279 0.4811 0.8286 0.8695 0.7646 0.8092 0.7556 0.7856 0.858 0.889
0.3308 84.0 42000 0.2853 0.7904 0.969 0.9019 0.349 0.7802 0.8418 0.2958 0.8188 0.827 0.4798 0.8284 0.8622 0.774 0.8149 0.7391 0.7742 0.8582 0.8919
0.5384 85.0 42500 0.2897 0.7874 0.9632 0.9013 0.3242 0.7807 0.8498 0.2927 0.818 0.8255 0.4692 0.8267 0.8806 0.7721 0.8175 0.7396 0.7732 0.8504 0.8858
0.3107 86.0 43000 0.2720 0.802 0.9671 0.891 0.3156 0.8007 0.8421 0.297 0.8282 0.8374 0.4338 0.8408 0.8744 0.8001 0.8395 0.7502 0.7825 0.8557 0.8902
0.3186 87.0 43500 0.2684 0.8023 0.9688 0.9073 0.3675 0.7995 0.8198 0.2955 0.8299 0.8398 0.5105 0.8417 0.8509 0.7962 0.8377 0.75 0.7835 0.8606 0.8983
0.3108 88.0 44000 0.2636 0.8033 0.972 0.9095 0.3473 0.8027 0.8541 0.2968 0.8316 0.8409 0.4879 0.8437 0.8805 0.7949 0.8355 0.7539 0.7876 0.861 0.8994
0.3512 89.0 44500 0.2755 0.8006 0.9701 0.9125 0.3356 0.7962 0.8639 0.2967 0.8256 0.834 0.4579 0.8368 0.8794 0.7964 0.8338 0.7427 0.7742 0.8627 0.8939
0.3915 90.0 45000 0.2700 0.808 0.9657 0.9233 0.3649 0.8039 0.8509 0.2993 0.8332 0.8414 0.4452 0.8448 0.8725 0.795 0.8346 0.7641 0.7918 0.8649 0.8977
0.3837 91.0 45500 0.2740 0.8022 0.9682 0.9052 0.3671 0.7965 0.8576 0.2964 0.8295 0.8388 0.4827 0.8401 0.8745 0.7923 0.8325 0.7551 0.7918 0.8594 0.8922
0.3216 92.0 46000 0.2698 0.8058 0.9737 0.894 0.3404 0.8006 0.8636 0.2993 0.8297 0.8396 0.4484 0.8412 0.8727 0.7913 0.8294 0.7615 0.7928 0.8646 0.8965
0.3808 93.0 46500 0.2834 0.7832 0.9649 0.8966 0.3481 0.7796 0.8617 0.2891 0.8137 0.8225 0.4492 0.8247 0.8733 0.7735 0.8184 0.7219 0.7598 0.8542 0.8893
0.4463 94.0 47000 0.2720 0.8029 0.9683 0.896 0.3484 0.7967 0.836 0.2989 0.8282 0.8394 0.4786 0.8408 0.8642 0.7937 0.8333 0.7655 0.8 0.8497 0.885
0.3548 95.0 47500 0.2720 0.8029 0.9716 0.9152 0.3798 0.8008 0.8577 0.2958 0.8311 0.8397 0.5203 0.8432 0.8773 0.7945 0.8346 0.7543 0.7907 0.8599 0.8936
0.396 96.0 48000 0.2735 0.8003 0.9705 0.9095 0.375 0.7942 0.863 0.2977 0.827 0.8385 0.5043 0.8391 0.8905 0.7894 0.8311 0.7524 0.7928 0.8591 0.8916
0.424 97.0 48500 0.2673 0.7994 0.9742 0.9125 0.4045 0.7918 0.8614 0.2929 0.8257 0.8355 0.5294 0.832 0.8928 0.7848 0.8263 0.7457 0.7835 0.8678 0.8968
0.3468 98.0 49000 0.2518 0.8156 0.9747 0.9192 0.3678 0.8131 0.8647 0.3008 0.8399 0.8495 0.4881 0.8532 0.89 0.8002 0.8382 0.7718 0.8062 0.8747 0.904
0.3835 99.0 49500 0.2703 0.7944 0.9748 0.9169 0.3729 0.7933 0.8509 0.2911 0.8209 0.8295 0.4898 0.8333 0.8776 0.7866 0.8263 0.7333 0.767 0.8634 0.8951
0.499 100.0 50000 0.2582 0.811 0.9757 0.9167 0.3739 0.8101 0.8642 0.2979 0.836 0.8467 0.5243 0.85 0.8938 0.7986 0.8368 0.7574 0.7969 0.877 0.9064
0.4067 101.0 50500 0.2530 0.8125 0.9685 0.9179 0.3733 0.8088 0.8878 0.2982 0.8379 0.849 0.5092 0.8488 0.9123 0.812 0.85 0.7471 0.7897 0.8785 0.9072
0.4467 102.0 51000 0.2668 0.8024 0.9672 0.9127 0.3878 0.7976 0.8682 0.2978 0.8295 0.8389 0.4976 0.8377 0.9024 0.791 0.8333 0.7463 0.7825 0.87 0.9009
0.3025 103.0 51500 0.2481 0.8182 0.9701 0.9189 0.3928 0.8116 0.8758 0.3017 0.8428 0.8528 0.5133 0.8518 0.902 0.8124 0.85 0.7613 0.7969 0.881 0.9116
0.2758 104.0 52000 0.2630 0.8078 0.9699 0.9124 0.3751 0.8054 0.8835 0.2982 0.8365 0.8461 0.5049 0.8474 0.9112 0.7963 0.8373 0.7562 0.7959 0.871 0.9052
0.3517 105.0 52500 0.2664 0.8041 0.9683 0.9128 0.3931 0.8011 0.8829 0.2962 0.8308 0.8404 0.4978 0.8432 0.91 0.7847 0.825 0.7588 0.7938 0.8689 0.9023
0.2906 106.0 53000 0.2545 0.8094 0.967 0.9151 0.3886 0.8038 0.8793 0.2985 0.8338 0.844 0.5008 0.8435 0.8997 0.7964 0.8368 0.7547 0.7897 0.877 0.9055
0.3454 107.0 53500 0.2541 0.8125 0.9708 0.9065 0.389 0.8083 0.8838 0.3014 0.8363 0.8465 0.4857 0.8484 0.9074 0.805 0.8395 0.7618 0.7959 0.8706 0.904
0.3432 108.0 54000 0.2567 0.8133 0.9673 0.9154 0.4185 0.8071 0.8756 0.3013 0.8385 0.8481 0.5214 0.8482 0.8986 0.8017 0.8395 0.767 0.801 0.8711 0.9038
0.4038 109.0 54500 0.2582 0.8065 0.9706 0.9082 0.3954 0.7986 0.9028 0.3001 0.8322 0.8429 0.4938 0.84 0.9283 0.8001 0.8404 0.7512 0.7876 0.8684 0.9009
0.3918 110.0 55000 0.2604 0.8122 0.9683 0.9129 0.4252 0.8073 0.8937 0.2996 0.8383 0.8482 0.5379 0.8493 0.9186 0.8036 0.8417 0.7662 0.799 0.8669 0.904
0.362 111.0 55500 0.2574 0.8129 0.9684 0.9126 0.4005 0.8052 0.8564 0.3015 0.8385 0.8481 0.4965 0.8454 0.8864 0.809 0.8474 0.7638 0.7979 0.8659 0.8988
0.321 112.0 56000 0.2501 0.8189 0.968 0.9192 0.4027 0.8143 0.8606 0.3037 0.842 0.8519 0.486 0.8528 0.8876 0.8122 0.8513 0.7682 0.7979 0.8762 0.9064
0.4514 113.0 56500 0.2479 0.8246 0.968 0.9158 0.3999 0.823 0.8624 0.3052 0.8488 0.8581 0.4849 0.8611 0.9002 0.8149 0.8522 0.784 0.8144 0.875 0.9078
0.373 114.0 57000 0.2444 0.8199 0.9683 0.9222 0.3971 0.8164 0.8793 0.3038 0.8447 0.8536 0.4862 0.8543 0.909 0.8077 0.8496 0.7743 0.8041 0.8777 0.9072
0.2791 115.0 57500 0.2639 0.7969 0.972 0.9146 0.4228 0.7907 0.8981 0.2962 0.8262 0.8351 0.5179 0.8325 0.922 0.7874 0.8294 0.7398 0.7784 0.8635 0.8977
0.3787 116.0 58000 0.2659 0.8032 0.9685 0.9167 0.382 0.7967 0.8761 0.2984 0.8297 0.8387 0.4848 0.8373 0.8987 0.7956 0.8338 0.7443 0.7814 0.8696 0.9009
0.368 117.0 58500 0.2533 0.8154 0.9683 0.92 0.4096 0.8114 0.9057 0.3032 0.843 0.8532 0.4967 0.8514 0.927 0.8017 0.8425 0.7644 0.8062 0.8803 0.911
0.2714 118.0 59000 0.2525 0.8163 0.9671 0.9233 0.4065 0.8136 0.893 0.3026 0.8407 0.8496 0.48 0.8525 0.9158 0.8053 0.8434 0.7693 0.8 0.8745 0.9055
0.3878 119.0 59500 0.2498 0.8199 0.9668 0.9214 0.3979 0.8193 0.8989 0.302 0.8439 0.8538 0.4843 0.8568 0.9223 0.8079 0.8504 0.7695 0.799 0.8822 0.9121
0.335 120.0 60000 0.2511 0.8164 0.9706 0.9206 0.4013 0.8135 0.898 0.3002 0.8404 0.8491 0.4906 0.8504 0.9176 0.8044 0.8461 0.7665 0.7918 0.8784 0.9095
0.3062 121.0 60500 0.2500 0.8148 0.9717 0.9214 0.3963 0.8109 0.8758 0.3007 0.8413 0.8496 0.4932 0.8507 0.8987 0.808 0.8465 0.7658 0.799 0.8705 0.9035
0.3787 122.0 61000 0.2432 0.8252 0.9719 0.9315 0.421 0.8199 0.8788 0.3037 0.8479 0.8559 0.5075 0.8563 0.9011 0.8116 0.8465 0.7849 0.8113 0.8792 0.9098
0.3067 123.0 61500 0.2471 0.8182 0.9737 0.9127 0.409 0.813 0.8976 0.3021 0.8429 0.8523 0.5124 0.8522 0.9162 0.8067 0.8434 0.7726 0.8082 0.8754 0.9052
0.3869 124.0 62000 0.2395 0.8252 0.9748 0.9183 0.3996 0.8215 0.9094 0.3048 0.8487 0.86 0.489 0.861 0.9274 0.8142 0.8513 0.7769 0.8155 0.8846 0.9133
0.2933 125.0 62500 0.2452 0.8177 0.9751 0.9128 0.4009 0.814 0.9069 0.3004 0.8426 0.8524 0.4887 0.8539 0.9259 0.81 0.8461 0.765 0.801 0.8781 0.9101
0.2843 126.0 63000 0.2433 0.8201 0.975 0.9189 0.4255 0.818 0.8811 0.3013 0.8439 0.8539 0.5219 0.856 0.9016 0.8068 0.8443 0.7691 0.8031 0.8845 0.9142
0.2707 127.0 63500 0.2418 0.8194 0.972 0.9179 0.4057 0.8184 0.9003 0.3022 0.8457 0.8555 0.504 0.8583 0.9217 0.8134 0.8509 0.7654 0.8031 0.8794 0.9124
0.323 128.0 64000 0.2434 0.8196 0.9715 0.9161 0.4199 0.8163 0.9008 0.3005 0.846 0.8556 0.5219 0.856 0.9217 0.8136 0.85 0.766 0.8052 0.8793 0.9116
0.3649 129.0 64500 0.2445 0.817 0.9719 0.9154 0.425 0.8123 0.88 0.3018 0.8419 0.852 0.526 0.8518 0.9008 0.8075 0.8443 0.7638 0.801 0.8796 0.9107
0.3522 130.0 65000 0.2426 0.8204 0.9718 0.9152 0.4168 0.8196 0.8845 0.3019 0.8447 0.8549 0.5141 0.858 0.9049 0.807 0.8443 0.773 0.8072 0.8811 0.9133
0.3731 131.0 65500 0.2398 0.8253 0.9719 0.9183 0.4157 0.8234 0.8846 0.3034 0.8488 0.8593 0.5229 0.8612 0.9049 0.8182 0.8544 0.776 0.8113 0.8817 0.9121
0.3208 132.0 66000 0.2410 0.8252 0.9718 0.9181 0.4215 0.8234 0.8849 0.3036 0.8484 0.8576 0.5227 0.8606 0.9051 0.8168 0.8526 0.7746 0.8062 0.8842 0.9139
0.3514 133.0 66500 0.2463 0.8214 0.9719 0.9197 0.426 0.8183 0.9069 0.3018 0.8448 0.8539 0.5194 0.8559 0.9255 0.8111 0.8465 0.7707 0.8031 0.8825 0.9121
0.3643 134.0 67000 0.2414 0.8235 0.9728 0.9229 0.4333 0.8209 0.9016 0.3031 0.8475 0.8573 0.5306 0.8588 0.9222 0.8128 0.8491 0.7732 0.8082 0.8844 0.9145
0.3888 135.0 67500 0.2433 0.8235 0.9719 0.9216 0.4276 0.8219 0.901 0.3027 0.848 0.8581 0.5227 0.8604 0.9216 0.813 0.8509 0.7746 0.8103 0.883 0.913
0.3093 136.0 68000 0.2406 0.823 0.9719 0.9179 0.4344 0.8217 0.9009 0.3034 0.8477 0.8572 0.5249 0.8595 0.9216 0.8112 0.8504 0.7739 0.8082 0.884 0.913
0.3101 137.0 68500 0.2417 0.8229 0.9727 0.9197 0.4321 0.8214 0.8839 0.3032 0.847 0.8565 0.5241 0.8593 0.9047 0.8129 0.8509 0.7724 0.8062 0.8832 0.9124
0.2872 138.0 69000 0.2437 0.8209 0.9726 0.9197 0.4247 0.8188 0.9006 0.302 0.8453 0.8552 0.5184 0.8577 0.9215 0.8078 0.8461 0.7724 0.8072 0.8826 0.9124
0.3664 139.0 69500 0.2422 0.8231 0.9726 0.9185 0.4299 0.8198 0.9026 0.3035 0.848 0.8576 0.516 0.8594 0.9226 0.8106 0.85 0.7738 0.8082 0.885 0.9145
0.345 140.0 70000 0.2415 0.8243 0.9726 0.918 0.4296 0.8219 0.9019 0.3041 0.8492 0.8582 0.5216 0.8608 0.9222 0.8119 0.8509 0.7759 0.8093 0.8851 0.9145
0.2741 141.0 70500 0.2404 0.825 0.9727 0.918 0.43 0.8237 0.9018 0.3047 0.8496 0.8585 0.516 0.8614 0.9223 0.8106 0.8496 0.7792 0.8113 0.8853 0.9147
0.4387 142.0 71000 0.2400 0.8252 0.9727 0.918 0.4245 0.8249 0.9016 0.3048 0.8496 0.8585 0.5137 0.8622 0.9222 0.8141 0.8513 0.7767 0.8093 0.8847 0.915
0.3424 143.0 71500 0.2410 0.8246 0.9726 0.9145 0.4218 0.8233 0.901 0.3048 0.8489 0.8577 0.5079 0.8617 0.9216 0.8132 0.8504 0.7774 0.8093 0.8831 0.9133
0.2974 144.0 72000 0.2409 0.824 0.9726 0.9164 0.4222 0.823 0.901 0.3049 0.8488 0.8576 0.5103 0.8615 0.9216 0.8141 0.8513 0.7754 0.8082 0.8826 0.9133
0.4419 145.0 72500 0.2415 0.8235 0.9727 0.9165 0.4223 0.8225 0.9011 0.3048 0.8483 0.8573 0.5127 0.8613 0.9217 0.8126 0.8504 0.7745 0.8072 0.8835 0.9142
0.3411 146.0 73000 0.2407 0.8239 0.9727 0.9165 0.4216 0.8227 0.9015 0.3048 0.8485 0.8576 0.5127 0.8611 0.9219 0.8134 0.8518 0.7742 0.8072 0.8839 0.9139
0.3353 147.0 73500 0.2400 0.8236 0.9727 0.9165 0.4223 0.8227 0.9015 0.3048 0.8484 0.8573 0.5127 0.8607 0.9219 0.8126 0.8509 0.7742 0.8072 0.884 0.9139
0.4092 148.0 74000 0.2398 0.824 0.9727 0.9165 0.4223 0.8232 0.9015 0.305 0.8488 0.8578 0.5127 0.8612 0.9219 0.8139 0.8522 0.7742 0.8072 0.884 0.9139
0.3577 149.0 74500 0.2398 0.824 0.9727 0.9165 0.4223 0.8232 0.9015 0.305 0.8488 0.8578 0.5127 0.8612 0.9219 0.8138 0.8522 0.7742 0.8072 0.884 0.9139
0.3363 150.0 75000 0.2398 0.824 0.9727 0.9165 0.4223 0.8232 0.9015 0.305 0.8488 0.8578 0.5127 0.8612 0.9219 0.8138 0.8522 0.7742 0.8072 0.884 0.9139

Framework versions

  • Transformers 4.46.1
  • Pytorch 2.5.0+cu121
  • Datasets 2.19.2
  • Tokenizers 0.20.1
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