generated_from_trainer

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EElayoutlmv3_jordyvl_rvl_cdip_100_examples_per_class_2023-10-29_two_text_visual

This model is a fine-tuned version of jordyvl/LayoutLMv3_RVL-CDIP_NK100 on an unknown dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Accuracy Exit 0 Accuracy Exit 1 Accuracy Exit 2 Accuracy Exit 3 Accuracy Exit 4 Accuracy
No log 0.96 16 0.9549 0.7975 0.07 0.0625 0.0625 0.0775 0.3425
No log 1.98 33 0.9581 0.7975 0.0725 0.0625 0.0625 0.0625 0.3475
No log 3.0 50 0.9613 0.7975 0.09 0.0625 0.0625 0.0625 0.395
No log 3.96 66 0.9641 0.7975 0.09 0.0625 0.0625 0.08 0.44
No log 4.98 83 0.9669 0.7975 0.0925 0.0625 0.0625 0.0625 0.45
No log 6.0 100 0.9694 0.7975 0.1 0.0625 0.0625 0.0625 0.495
No log 6.96 116 0.9716 0.7975 0.0975 0.0625 0.0625 0.0625 0.51
No log 7.98 133 0.9741 0.7975 0.0975 0.0625 0.0625 0.0625 0.515
No log 9.0 150 0.9767 0.7975 0.1 0.0625 0.0625 0.0625 0.53
No log 9.96 166 0.9789 0.7975 0.1025 0.0625 0.0625 0.0625 0.575
No log 10.98 183 0.9815 0.7975 0.1125 0.0625 0.0625 0.0625 0.5825
No log 12.0 200 0.9843 0.7975 0.12 0.0625 0.0625 0.0625 0.6175
No log 12.96 216 0.9865 0.7975 0.1225 0.0625 0.0625 0.0625 0.635
No log 13.98 233 0.9887 0.7975 0.12 0.0625 0.0625 0.0625 0.66
No log 15.0 250 0.9909 0.7975 0.1225 0.0625 0.0625 0.0625 0.6775
No log 15.96 266 0.9933 0.7975 0.135 0.0625 0.0625 0.0625 0.6925
No log 16.98 283 0.9955 0.7975 0.14 0.0625 0.0625 0.0625 0.7125
No log 18.0 300 0.9979 0.7975 0.135 0.0625 0.0625 0.1 0.7075
No log 18.96 316 0.9999 0.7975 0.1275 0.0625 0.0625 0.1 0.7075
No log 19.98 333 1.0017 0.7975 0.1275 0.0625 0.0625 0.0675 0.7225
No log 21.0 350 1.0033 0.7975 0.125 0.0625 0.0625 0.0625 0.735
No log 21.96 366 1.0047 0.7975 0.1275 0.0625 0.0625 0.0625 0.765
No log 22.98 383 1.0065 0.7975 0.1325 0.0625 0.0625 0.0625 0.76
No log 24.0 400 1.0082 0.7975 0.1275 0.095 0.065 0.0625 0.7675
No log 24.96 416 1.0099 0.7975 0.1325 0.06 0.1 0.0625 0.78
No log 25.98 433 1.0114 0.7975 0.13 0.06 0.0975 0.0625 0.7825
No log 27.0 450 1.0129 0.7975 0.13 0.0725 0.09 0.0625 0.79
No log 27.96 466 1.0143 0.795 0.135 0.105 0.0625 0.0625 0.7825
No log 28.98 483 1.0158 0.795 0.14 0.095 0.0625 0.0625 0.775
2.5042 30.0 500 1.0174 0.795 0.15 0.115 0.0625 0.0625 0.7775
2.5042 30.96 516 1.0187 0.795 0.1425 0.095 0.0625 0.0625 0.7775
2.5042 31.98 533 1.0200 0.795 0.1425 0.1175 0.0625 0.0625 0.7775
2.5042 33.0 550 1.0214 0.795 0.1525 0.09 0.0625 0.0625 0.7725
2.5042 33.96 566 1.0227 0.795 0.1675 0.08 0.0625 0.0625 0.77
2.5042 34.98 583 1.0238 0.795 0.175 0.085 0.0625 0.085 0.77
2.5042 36.0 600 1.0248 0.795 0.1775 0.0775 0.0625 0.105 0.7725
2.5042 36.96 616 1.0259 0.795 0.1825 0.085 0.0625 0.105 0.7675
2.5042 37.98 633 1.0270 0.795 0.1975 0.08 0.0625 0.125 0.76
2.5042 39.0 650 1.0278 0.795 0.2 0.08 0.0625 0.11 0.765
2.5042 39.96 666 1.0285 0.795 0.1875 0.07 0.0625 0.11 0.7625
2.5042 40.98 683 1.0292 0.795 0.18 0.07 0.0625 0.115 0.7625
2.5042 42.0 700 1.0301 0.795 0.1875 0.065 0.0625 0.115 0.7625
2.5042 42.96 716 1.0308 0.795 0.19 0.0625 0.0625 0.115 0.76
2.5042 43.98 733 1.0314 0.795 0.1975 0.0625 0.0625 0.1075 0.7625
2.5042 45.0 750 1.0320 0.795 0.2 0.0625 0.0625 0.1075 0.7675
2.5042 45.96 766 1.0325 0.795 0.2025 0.065 0.0625 0.1075 0.7675
2.5042 46.98 783 1.0331 0.795 0.205 0.075 0.0625 0.105 0.7675
2.5042 48.0 800 1.0336 0.795 0.2 0.075 0.0625 0.1025 0.77
2.5042 48.96 816 1.0341 0.795 0.2025 0.08 0.0625 0.1025 0.775
2.5042 49.98 833 1.0345 0.795 0.1825 0.0825 0.0625 0.0975 0.775
2.5042 51.0 850 1.0348 0.795 0.1825 0.0825 0.0625 0.1 0.775
2.5042 51.96 866 1.0351 0.795 0.1825 0.0775 0.0625 0.105 0.775
2.5042 52.98 883 1.0353 0.795 0.185 0.0775 0.0625 0.0975 0.775
2.5042 54.0 900 1.0355 0.795 0.1875 0.0825 0.0625 0.09 0.775
2.5042 54.96 916 1.0357 0.795 0.195 0.0775 0.0625 0.0875 0.775
2.5042 55.98 933 1.0357 0.795 0.1925 0.0725 0.0625 0.09 0.775
2.5042 57.0 950 1.0358 0.795 0.1925 0.0725 0.0625 0.09 0.775
2.5042 57.6 960 1.0358 0.795 0.1925 0.0725 0.0625 0.0875 0.775

Framework versions