End of training
Browse files- README.md +261 -211
- config.json +2 -2
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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---
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base_model: microsoft/swinv2-base-patch4-window16-256
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license: apache-2.0
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metrics:
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- accuracy
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- f1
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- precision
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- recall
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tags:
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- generated_from_trainer
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model-index:
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- name: SwinV2-Base-Document-Classifier
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results: []
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@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window16-256](https://huggingface.co/microsoft/swinv2-base-patch4-window16-256) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.
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- F1: 0.
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- Precision: 0.
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- Recall: 0.
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## Model description
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@@ -49,212 +49,262 @@ The following hyperparameters were used during training:
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps:
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### Training results
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### Framework versions
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|
| 1 |
---
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license: apache-2.0
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+
base_model: microsoft/swinv2-base-patch4-window16-256
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+
tags:
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+
- generated_from_trainer
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metrics:
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- accuracy
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- f1
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- precision
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- recall
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model-index:
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| 12 |
- name: SwinV2-Base-Document-Classifier
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results: []
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This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window16-256](https://huggingface.co/microsoft/swinv2-base-patch4-window16-256) on the None dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 2.0511
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- Accuracy: 0.7904
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- F1: 0.7080
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- Precision: 0.7454
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- Recall: 0.6989
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps: 5000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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| 0.8169 | 0.004 | 20 | 1.5288 | 0.3019 | 0.2413 | 0.2918 | 0.3691 |
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| 0.3313 | 0.008 | 40 | 1.4209 | 0.4957 | 0.4772 | 0.5469 | 0.5327 |
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| 0.1596 | 0.012 | 60 | 1.3420 | 0.6057 | 0.5825 | 0.5851 | 0.6313 |
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| 0.1548 | 0.016 | 80 | 1.1491 | 0.6777 | 0.6146 | 0.6104 | 0.6343 |
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| 0.0697 | 0.02 | 100 | 1.3103 | 0.7192 | 0.6588 | 0.6647 | 0.6722 |
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| 0.1706 | 0.024 | 120 | 1.3826 | 0.7058 | 0.6304 | 0.6722 | 0.6510 |
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| 0.0444 | 0.028 | 140 | 1.5106 | 0.6552 | 0.6201 | 0.6130 | 0.6549 |
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| 0.0726 | 0.032 | 160 | 1.5560 | 0.6724 | 0.6267 | 0.6289 | 0.6507 |
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| 0.065 | 0.036 | 180 | 2.2979 | 0.5478 | 0.5452 | 0.5887 | 0.6163 |
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| 0.089 | 0.04 | 200 | 1.5792 | 0.7126 | 0.6410 | 0.6621 | 0.6422 |
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| 0.0666 | 0.044 | 220 | 1.6487 | 0.7553 | 0.6607 | 0.7106 | 0.6670 |
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| 0.0588 | 0.048 | 240 | 1.6536 | 0.7368 | 0.6607 | 0.6628 | 0.6719 |
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| 0.0552 | 0.052 | 260 | 1.6955 | 0.7502 | 0.6611 | 0.6885 | 0.6682 |
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| 0.0621 | 0.056 | 280 | 1.5985 | 0.7553 | 0.6730 | 0.6865 | 0.6702 |
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| 0.1101 | 0.06 | 300 | 1.6365 | 0.7085 | 0.6489 | 0.6486 | 0.6757 |
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| 0.0794 | 0.064 | 320 | 1.6918 | 0.7447 | 0.6598 | 0.6861 | 0.6488 |
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| 0.0659 | 0.068 | 340 | 1.8215 | 0.7026 | 0.6319 | 0.6480 | 0.6519 |
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| 0.0283 | 0.072 | 360 | 2.0111 | 0.7415 | 0.6423 | 0.7066 | 0.6446 |
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| 0.068 | 0.076 | 380 | 1.7918 | 0.7304 | 0.6666 | 0.6767 | 0.6785 |
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| 0.0647 | 0.08 | 400 | 1.7306 | 0.7472 | 0.6691 | 0.6863 | 0.6799 |
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| 0.0471 | 0.084 | 420 | 1.8406 | 0.7619 | 0.6604 | 0.7178 | 0.6664 |
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| 0.0376 | 0.088 | 440 | 1.8206 | 0.7324 | 0.6689 | 0.6676 | 0.6835 |
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| 0.0479 | 0.092 | 460 | 1.8339 | 0.7460 | 0.6631 | 0.6885 | 0.6724 |
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| 0.0423 | 0.096 | 480 | 1.9314 | 0.7562 | 0.6582 | 0.7107 | 0.6682 |
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| 0.0532 | 0.1 | 500 | 1.6011 | 0.7710 | 0.6969 | 0.6979 | 0.7024 |
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| 0.0351 | 0.104 | 520 | 1.7001 | 0.7649 | 0.6882 | 0.6939 | 0.6940 |
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| 0.0986 | 0.108 | 540 | 1.6234 | 0.7570 | 0.6811 | 0.6970 | 0.6769 |
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| 0.059 | 0.112 | 560 | 1.6405 | 0.7555 | 0.6740 | 0.6904 | 0.6798 |
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| 0.0257 | 0.116 | 580 | 2.1886 | 0.7313 | 0.6391 | 0.7047 | 0.6479 |
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| 0.0595 | 0.12 | 600 | 1.8580 | 0.7600 | 0.6606 | 0.7189 | 0.6597 |
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| 0.0362 | 0.124 | 620 | 1.7232 | 0.7687 | 0.6859 | 0.7063 | 0.6807 |
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| 0.0346 | 0.128 | 640 | 1.8170 | 0.7396 | 0.6558 | 0.6848 | 0.6718 |
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| 0.0509 | 0.132 | 660 | 1.7384 | 0.7509 | 0.6771 | 0.6783 | 0.6843 |
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| 0.0356 | 0.136 | 680 | 1.7770 | 0.7642 | 0.6838 | 0.6939 | 0.6868 |
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| 0.0782 | 0.14 | 700 | 1.7917 | 0.7313 | 0.6619 | 0.6682 | 0.6728 |
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| 0.0305 | 0.144 | 720 | 1.9640 | 0.7611 | 0.6711 | 0.7247 | 0.6532 |
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| 0.0547 | 0.148 | 740 | 1.7882 | 0.7672 | 0.6891 | 0.7156 | 0.6758 |
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| 95 |
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| 0.0574 | 0.152 | 760 | 1.6707 | 0.7619 | 0.6914 | 0.6875 | 0.6997 |
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| 0.0341 | 0.156 | 780 | 1.8867 | 0.7776 | 0.6887 | 0.7298 | 0.6838 |
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| 0.0486 | 0.16 | 800 | 1.8698 | 0.7651 | 0.6860 | 0.7039 | 0.6891 |
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| 98 |
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| 0.0304 | 0.164 | 820 | 1.9863 | 0.7725 | 0.6864 | 0.7145 | 0.6879 |
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| 99 |
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| 0.0529 | 0.168 | 840 | 1.8715 | 0.7744 | 0.6933 | 0.7091 | 0.6890 |
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| 100 |
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| 0.0428 | 0.172 | 860 | 1.8680 | 0.7434 | 0.6784 | 0.6743 | 0.6914 |
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| 0.0303 | 0.176 | 880 | 1.9197 | 0.7708 | 0.6892 | 0.7115 | 0.6947 |
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| 0.0214 | 0.18 | 900 | 1.9956 | 0.7404 | 0.6761 | 0.6846 | 0.6887 |
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| 0.0667 | 0.184 | 920 | 1.8409 | 0.7651 | 0.6913 | 0.7060 | 0.6871 |
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| 0.0459 | 0.188 | 940 | 1.9177 | 0.7742 | 0.6840 | 0.7192 | 0.6760 |
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| 0.0232 | 0.192 | 960 | 1.8778 | 0.7566 | 0.6826 | 0.6922 | 0.6943 |
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| 0.0187 | 0.196 | 980 | 2.2011 | 0.7600 | 0.6612 | 0.7209 | 0.6717 |
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| 0.0293 | 0.2 | 1000 | 2.1118 | 0.7744 | 0.6806 | 0.7236 | 0.6870 |
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| 0.058 | 0.204 | 1020 | 2.0024 | 0.7372 | 0.6554 | 0.6851 | 0.6742 |
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| 0.0471 | 0.208 | 1040 | 2.0062 | 0.7485 | 0.6651 | 0.7007 | 0.6723 |
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| 0.0247 | 0.212 | 1060 | 2.1716 | 0.7630 | 0.6709 | 0.7303 | 0.6608 |
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| 0.0228 | 0.216 | 1080 | 2.0076 | 0.7704 | 0.6807 | 0.7219 | 0.6835 |
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| 0.024 | 0.22 | 1100 | 1.9334 | 0.7789 | 0.6872 | 0.7222 | 0.6843 |
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| 0.0244 | 0.224 | 1120 | 1.9520 | 0.7710 | 0.6920 | 0.7007 | 0.6998 |
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| 0.0395 | 0.228 | 1140 | 2.0621 | 0.7702 | 0.6927 | 0.7118 | 0.6934 |
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| 0.0365 | 0.232 | 1160 | 2.0195 | 0.7517 | 0.6833 | 0.6829 | 0.6969 |
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| 0.022 | 0.236 | 1180 | 1.9342 | 0.7672 | 0.6909 | 0.7003 | 0.6930 |
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| 0.0418 | 0.24 | 1200 | 1.9085 | 0.7649 | 0.6929 | 0.6970 | 0.6912 |
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| 0.0376 | 0.244 | 1220 | 1.9928 | 0.7655 | 0.6729 | 0.7273 | 0.6592 |
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| 119 |
+
| 0.0304 | 0.248 | 1240 | 1.8051 | 0.7725 | 0.6933 | 0.7044 | 0.6919 |
|
| 120 |
+
| 0.0145 | 0.252 | 1260 | 2.1409 | 0.7602 | 0.6596 | 0.7256 | 0.6556 |
|
| 121 |
+
| 0.0136 | 0.256 | 1280 | 1.9489 | 0.7628 | 0.6825 | 0.7030 | 0.6871 |
|
| 122 |
+
| 0.0398 | 0.26 | 1300 | 1.9823 | 0.7547 | 0.6741 | 0.6948 | 0.6741 |
|
| 123 |
+
| 0.051 | 0.264 | 1320 | 1.9092 | 0.7651 | 0.6875 | 0.7127 | 0.6793 |
|
| 124 |
+
| 0.0293 | 0.268 | 1340 | 2.1178 | 0.7664 | 0.6670 | 0.7354 | 0.6615 |
|
| 125 |
+
| 0.023 | 0.272 | 1360 | 2.0888 | 0.7608 | 0.6731 | 0.7221 | 0.6734 |
|
| 126 |
+
| 0.0164 | 0.276 | 1380 | 1.9806 | 0.7776 | 0.6869 | 0.7386 | 0.6787 |
|
| 127 |
+
| 0.0191 | 0.28 | 1400 | 2.1181 | 0.7732 | 0.6766 | 0.7423 | 0.6648 |
|
| 128 |
+
| 0.0068 | 0.284 | 1420 | 2.0415 | 0.7715 | 0.6765 | 0.7282 | 0.6799 |
|
| 129 |
+
| 0.0237 | 0.288 | 1440 | 2.0610 | 0.7672 | 0.6720 | 0.7234 | 0.6791 |
|
| 130 |
+
| 0.0316 | 0.292 | 1460 | 1.9141 | 0.7876 | 0.7030 | 0.7296 | 0.6995 |
|
| 131 |
+
| 0.0317 | 0.296 | 1480 | 1.9383 | 0.7855 | 0.6985 | 0.7340 | 0.6946 |
|
| 132 |
+
| 0.0265 | 0.3 | 1500 | 1.9830 | 0.7827 | 0.6951 | 0.7234 | 0.6960 |
|
| 133 |
+
| 0.0171 | 0.304 | 1520 | 2.0997 | 0.7802 | 0.6883 | 0.7418 | 0.6805 |
|
| 134 |
+
| 0.0248 | 0.308 | 1540 | 2.2015 | 0.7534 | 0.6693 | 0.7211 | 0.6662 |
|
| 135 |
+
| 0.0328 | 0.312 | 1560 | 2.0481 | 0.7804 | 0.6938 | 0.7327 | 0.6893 |
|
| 136 |
+
| 0.0274 | 0.316 | 1580 | 2.0649 | 0.7738 | 0.6926 | 0.7201 | 0.6873 |
|
| 137 |
+
| 0.0032 | 0.32 | 1600 | 2.2288 | 0.7659 | 0.6778 | 0.7335 | 0.6642 |
|
| 138 |
+
| 0.0281 | 0.324 | 1620 | 1.9919 | 0.7662 | 0.6825 | 0.7225 | 0.6751 |
|
| 139 |
+
| 0.0332 | 0.328 | 1640 | 1.9466 | 0.7719 | 0.6884 | 0.7283 | 0.6772 |
|
| 140 |
+
| 0.0532 | 0.332 | 1660 | 1.9138 | 0.7534 | 0.6870 | 0.7011 | 0.6794 |
|
| 141 |
+
| 0.0498 | 0.336 | 1680 | 1.8470 | 0.7672 | 0.6858 | 0.7213 | 0.6763 |
|
| 142 |
+
| 0.027 | 0.34 | 1700 | 1.7451 | 0.7808 | 0.6991 | 0.7236 | 0.6950 |
|
| 143 |
+
| 0.0259 | 0.344 | 1720 | 1.7737 | 0.7874 | 0.7064 | 0.7363 | 0.6983 |
|
| 144 |
+
| 0.0184 | 0.348 | 1740 | 1.9273 | 0.7585 | 0.6849 | 0.6966 | 0.6997 |
|
| 145 |
+
| 0.0216 | 0.352 | 1760 | 2.1094 | 0.7674 | 0.6828 | 0.7252 | 0.6826 |
|
| 146 |
+
| 0.0343 | 0.356 | 1780 | 2.0939 | 0.7574 | 0.6696 | 0.7151 | 0.6612 |
|
| 147 |
+
| 0.0213 | 0.36 | 1800 | 2.0420 | 0.7698 | 0.6827 | 0.7218 | 0.6757 |
|
| 148 |
+
| 0.0144 | 0.364 | 1820 | 2.0380 | 0.7747 | 0.6928 | 0.7251 | 0.6850 |
|
| 149 |
+
| 0.0113 | 0.368 | 1840 | 1.8928 | 0.7817 | 0.7039 | 0.7135 | 0.7056 |
|
| 150 |
+
| 0.0093 | 0.372 | 1860 | 1.9707 | 0.7834 | 0.7049 | 0.7176 | 0.7065 |
|
| 151 |
+
| 0.0277 | 0.376 | 1880 | 2.3124 | 0.7485 | 0.6676 | 0.7109 | 0.6715 |
|
| 152 |
+
| 0.0089 | 0.38 | 1900 | 2.2395 | 0.7566 | 0.6740 | 0.7106 | 0.6762 |
|
| 153 |
+
| 0.0064 | 0.384 | 1920 | 2.2374 | 0.7696 | 0.6842 | 0.7250 | 0.6794 |
|
| 154 |
+
| 0.0497 | 0.388 | 1940 | 2.2056 | 0.7666 | 0.6838 | 0.7207 | 0.6812 |
|
| 155 |
+
| 0.0029 | 0.392 | 1960 | 2.0368 | 0.7808 | 0.7027 | 0.7137 | 0.7049 |
|
| 156 |
+
| 0.0553 | 0.396 | 1980 | 2.1463 | 0.7666 | 0.6873 | 0.7153 | 0.6873 |
|
| 157 |
+
| 0.042 | 0.4 | 2000 | 1.9924 | 0.7870 | 0.7016 | 0.7342 | 0.6946 |
|
| 158 |
+
| 0.0622 | 0.404 | 2020 | 1.8710 | 0.7753 | 0.6946 | 0.7156 | 0.6984 |
|
| 159 |
+
| 0.0228 | 0.408 | 2040 | 1.8997 | 0.7719 | 0.6919 | 0.7138 | 0.6952 |
|
| 160 |
+
| 0.023 | 0.412 | 2060 | 1.8278 | 0.7915 | 0.7097 | 0.7346 | 0.7052 |
|
| 161 |
+
| 0.0515 | 0.416 | 2080 | 1.7625 | 0.7689 | 0.6975 | 0.6948 | 0.7066 |
|
| 162 |
+
| 0.0205 | 0.42 | 2100 | 1.8979 | 0.7742 | 0.6884 | 0.7240 | 0.6867 |
|
| 163 |
+
| 0.0129 | 0.424 | 2120 | 1.9146 | 0.7893 | 0.7032 | 0.7430 | 0.6947 |
|
| 164 |
+
| 0.0117 | 0.428 | 2140 | 1.8620 | 0.7864 | 0.7088 | 0.7245 | 0.7046 |
|
| 165 |
+
| 0.021 | 0.432 | 2160 | 1.9294 | 0.7742 | 0.6968 | 0.7160 | 0.6992 |
|
| 166 |
+
| 0.0521 | 0.436 | 2180 | 2.1119 | 0.7364 | 0.6495 | 0.7039 | 0.6618 |
|
| 167 |
+
| 0.0151 | 0.44 | 2200 | 1.8735 | 0.7751 | 0.6901 | 0.7172 | 0.6922 |
|
| 168 |
+
| 0.0335 | 0.444 | 2220 | 1.8854 | 0.7795 | 0.6956 | 0.7336 | 0.6884 |
|
| 169 |
+
| 0.0242 | 0.448 | 2240 | 1.7997 | 0.7878 | 0.7050 | 0.7304 | 0.7020 |
|
| 170 |
+
| 0.0293 | 0.452 | 2260 | 1.9462 | 0.7817 | 0.6973 | 0.7333 | 0.6879 |
|
| 171 |
+
| 0.0171 | 0.456 | 2280 | 1.9591 | 0.7851 | 0.6927 | 0.7373 | 0.6855 |
|
| 172 |
+
| 0.0207 | 0.46 | 2300 | 1.9415 | 0.7834 | 0.6983 | 0.7273 | 0.6964 |
|
| 173 |
+
| 0.0042 | 0.464 | 2320 | 2.1175 | 0.7770 | 0.6868 | 0.7369 | 0.6821 |
|
| 174 |
+
| 0.0649 | 0.468 | 2340 | 2.0327 | 0.7817 | 0.6863 | 0.7437 | 0.6821 |
|
| 175 |
+
| 0.0147 | 0.472 | 2360 | 1.9038 | 0.7889 | 0.7044 | 0.7331 | 0.6999 |
|
| 176 |
+
| 0.0112 | 0.476 | 2380 | 1.9565 | 0.7802 | 0.6957 | 0.7258 | 0.6945 |
|
| 177 |
+
| 0.0145 | 0.48 | 2400 | 1.9352 | 0.7881 | 0.7081 | 0.7280 | 0.7006 |
|
| 178 |
+
| 0.0264 | 0.484 | 2420 | 1.9185 | 0.7887 | 0.7073 | 0.7292 | 0.7004 |
|
| 179 |
+
| 0.0513 | 0.488 | 2440 | 2.0005 | 0.7598 | 0.6823 | 0.7052 | 0.6864 |
|
| 180 |
+
| 0.0106 | 0.492 | 2460 | 1.8639 | 0.7795 | 0.7012 | 0.7139 | 0.7029 |
|
| 181 |
+
| 0.0102 | 0.496 | 2480 | 1.8810 | 0.7795 | 0.6985 | 0.7200 | 0.6964 |
|
| 182 |
+
| 0.0324 | 0.5 | 2500 | 2.0004 | 0.7674 | 0.6846 | 0.7165 | 0.6824 |
|
| 183 |
+
| 0.0066 | 0.504 | 2520 | 2.0025 | 0.7834 | 0.7006 | 0.7280 | 0.6990 |
|
| 184 |
+
| 0.0325 | 0.508 | 2540 | 2.0293 | 0.7812 | 0.6961 | 0.7328 | 0.6902 |
|
| 185 |
+
| 0.0218 | 0.512 | 2560 | 2.0315 | 0.7764 | 0.6964 | 0.7208 | 0.6931 |
|
| 186 |
+
| 0.0495 | 0.516 | 2580 | 2.1118 | 0.7659 | 0.6848 | 0.7133 | 0.6885 |
|
| 187 |
+
| 0.0116 | 0.52 | 2600 | 2.2202 | 0.7591 | 0.6738 | 0.7197 | 0.6715 |
|
| 188 |
+
| 0.0087 | 0.524 | 2620 | 2.0047 | 0.7759 | 0.6917 | 0.7258 | 0.6852 |
|
| 189 |
+
| 0.0413 | 0.528 | 2640 | 2.0134 | 0.7772 | 0.6919 | 0.7306 | 0.6851 |
|
| 190 |
+
| 0.0196 | 0.532 | 2660 | 2.1001 | 0.7732 | 0.6852 | 0.7337 | 0.6785 |
|
| 191 |
+
| 0.0124 | 0.536 | 2680 | 2.1026 | 0.7772 | 0.6883 | 0.7426 | 0.6757 |
|
| 192 |
+
| 0.0192 | 0.54 | 2700 | 2.0533 | 0.7706 | 0.6889 | 0.7246 | 0.6798 |
|
| 193 |
+
| 0.0155 | 0.544 | 2720 | 2.0434 | 0.7830 | 0.6947 | 0.7402 | 0.6838 |
|
| 194 |
+
| 0.0203 | 0.548 | 2740 | 2.0044 | 0.7832 | 0.6961 | 0.7354 | 0.6849 |
|
| 195 |
+
| 0.0236 | 0.552 | 2760 | 1.9366 | 0.7842 | 0.6987 | 0.7292 | 0.6918 |
|
| 196 |
+
| 0.0249 | 0.556 | 2780 | 1.9613 | 0.7851 | 0.7002 | 0.7325 | 0.6971 |
|
| 197 |
+
| 0.0044 | 0.56 | 2800 | 1.9085 | 0.7861 | 0.7035 | 0.7276 | 0.7019 |
|
| 198 |
+
| 0.0146 | 0.564 | 2820 | 2.0575 | 0.7891 | 0.7029 | 0.7461 | 0.6940 |
|
| 199 |
+
| 0.0163 | 0.568 | 2840 | 2.0780 | 0.7872 | 0.7008 | 0.7434 | 0.6959 |
|
| 200 |
+
| 0.022 | 0.572 | 2860 | 2.0810 | 0.7864 | 0.6995 | 0.7385 | 0.6955 |
|
| 201 |
+
| 0.0309 | 0.576 | 2880 | 1.9523 | 0.7887 | 0.7055 | 0.7305 | 0.7025 |
|
| 202 |
+
| 0.0209 | 0.58 | 2900 | 2.0953 | 0.7851 | 0.6978 | 0.7388 | 0.6932 |
|
| 203 |
+
| 0.0027 | 0.584 | 2920 | 2.2845 | 0.7696 | 0.6821 | 0.7357 | 0.6709 |
|
| 204 |
+
| 0.0224 | 0.588 | 2940 | 2.1609 | 0.7730 | 0.6883 | 0.7309 | 0.6813 |
|
| 205 |
+
| 0.0564 | 0.592 | 2960 | 2.0449 | 0.7744 | 0.6969 | 0.7202 | 0.6928 |
|
| 206 |
+
| 0.0108 | 0.596 | 2980 | 2.0108 | 0.7832 | 0.7031 | 0.7279 | 0.7026 |
|
| 207 |
+
| 0.0187 | 0.6 | 3000 | 2.0438 | 0.7727 | 0.6902 | 0.7199 | 0.6927 |
|
| 208 |
+
| 0.0063 | 0.604 | 3020 | 2.1797 | 0.7645 | 0.6818 | 0.7229 | 0.6824 |
|
| 209 |
+
| 0.0096 | 0.608 | 3040 | 1.9905 | 0.7798 | 0.7003 | 0.7250 | 0.6972 |
|
| 210 |
+
| 0.0038 | 0.612 | 3060 | 1.9953 | 0.7793 | 0.7006 | 0.7195 | 0.7025 |
|
| 211 |
+
| 0.0287 | 0.616 | 3080 | 2.2580 | 0.7460 | 0.6669 | 0.7043 | 0.6804 |
|
| 212 |
+
| 0.0609 | 0.62 | 3100 | 2.0312 | 0.7795 | 0.6988 | 0.7295 | 0.6926 |
|
| 213 |
+
| 0.0004 | 0.624 | 3120 | 2.0029 | 0.7876 | 0.7070 | 0.7357 | 0.6997 |
|
| 214 |
+
| 0.001 | 0.628 | 3140 | 2.1025 | 0.7857 | 0.6999 | 0.7471 | 0.6892 |
|
| 215 |
+
| 0.0007 | 0.632 | 3160 | 2.0503 | 0.7802 | 0.6994 | 0.7305 | 0.6917 |
|
| 216 |
+
| 0.0173 | 0.636 | 3180 | 1.9860 | 0.7866 | 0.7071 | 0.7318 | 0.6994 |
|
| 217 |
+
| 0.0397 | 0.64 | 3200 | 1.9786 | 0.7783 | 0.7040 | 0.7139 | 0.7026 |
|
| 218 |
+
| 0.0094 | 0.644 | 3220 | 2.1086 | 0.7587 | 0.6851 | 0.7006 | 0.6912 |
|
| 219 |
+
| 0.0366 | 0.648 | 3240 | 2.0076 | 0.7774 | 0.6992 | 0.7179 | 0.7009 |
|
| 220 |
+
| 0.0067 | 0.652 | 3260 | 2.0249 | 0.7885 | 0.7056 | 0.7372 | 0.7010 |
|
| 221 |
+
| 0.0342 | 0.656 | 3280 | 2.0464 | 0.7821 | 0.7009 | 0.7309 | 0.7010 |
|
| 222 |
+
| 0.0223 | 0.66 | 3300 | 2.0162 | 0.7853 | 0.7025 | 0.7320 | 0.7014 |
|
| 223 |
+
| 0.0392 | 0.664 | 3320 | 2.1415 | 0.7810 | 0.6940 | 0.7450 | 0.6835 |
|
| 224 |
+
| 0.0076 | 0.668 | 3340 | 2.2212 | 0.7674 | 0.6837 | 0.7318 | 0.6745 |
|
| 225 |
+
| 0.0204 | 0.672 | 3360 | 2.0552 | 0.7832 | 0.6987 | 0.7343 | 0.6940 |
|
| 226 |
+
| 0.0081 | 0.676 | 3380 | 2.0096 | 0.7832 | 0.7026 | 0.7293 | 0.6990 |
|
| 227 |
+
| 0.0259 | 0.68 | 3400 | 2.0168 | 0.7781 | 0.6961 | 0.7260 | 0.6958 |
|
| 228 |
+
| 0.031 | 0.684 | 3420 | 2.0094 | 0.7810 | 0.7000 | 0.7328 | 0.6979 |
|
| 229 |
+
| 0.0426 | 0.688 | 3440 | 1.9587 | 0.7876 | 0.7044 | 0.7380 | 0.6980 |
|
| 230 |
+
| 0.0468 | 0.692 | 3460 | 1.9638 | 0.7847 | 0.7005 | 0.7344 | 0.6976 |
|
| 231 |
+
| 0.0024 | 0.696 | 3480 | 1.9529 | 0.7908 | 0.7076 | 0.7417 | 0.7015 |
|
| 232 |
+
| 0.0021 | 0.7 | 3500 | 1.9416 | 0.7902 | 0.7084 | 0.7392 | 0.7036 |
|
| 233 |
+
| 0.002 | 0.704 | 3520 | 2.0436 | 0.7825 | 0.7004 | 0.7315 | 0.6996 |
|
| 234 |
+
| 0.0116 | 0.708 | 3540 | 2.0268 | 0.7851 | 0.7047 | 0.7300 | 0.7049 |
|
| 235 |
+
| 0.0072 | 0.712 | 3560 | 2.0174 | 0.7781 | 0.7002 | 0.7184 | 0.7030 |
|
| 236 |
+
| 0.0009 | 0.716 | 3580 | 2.0239 | 0.7842 | 0.7041 | 0.7278 | 0.7050 |
|
| 237 |
+
| 0.0137 | 0.72 | 3600 | 2.0557 | 0.7785 | 0.6975 | 0.7239 | 0.6998 |
|
| 238 |
+
| 0.0055 | 0.724 | 3620 | 2.0745 | 0.7830 | 0.6990 | 0.7349 | 0.6981 |
|
| 239 |
+
| 0.0325 | 0.728 | 3640 | 1.9863 | 0.7847 | 0.7056 | 0.7240 | 0.7071 |
|
| 240 |
+
| 0.0013 | 0.732 | 3660 | 2.0067 | 0.7830 | 0.7034 | 0.7232 | 0.7047 |
|
| 241 |
+
| 0.0225 | 0.736 | 3680 | 2.0209 | 0.7834 | 0.7009 | 0.7294 | 0.7012 |
|
| 242 |
+
| 0.0218 | 0.74 | 3700 | 1.9571 | 0.7919 | 0.7133 | 0.7335 | 0.7108 |
|
| 243 |
+
| 0.0273 | 0.744 | 3720 | 1.9922 | 0.7936 | 0.7124 | 0.7437 | 0.7062 |
|
| 244 |
+
| 0.0155 | 0.748 | 3740 | 1.9423 | 0.7951 | 0.7140 | 0.7411 | 0.7085 |
|
| 245 |
+
| 0.0147 | 0.752 | 3760 | 1.9515 | 0.7942 | 0.7125 | 0.7428 | 0.7057 |
|
| 246 |
+
| 0.0265 | 0.756 | 3780 | 1.9910 | 0.7883 | 0.7051 | 0.7312 | 0.7057 |
|
| 247 |
+
| 0.0136 | 0.76 | 3800 | 2.0000 | 0.7800 | 0.6978 | 0.7219 | 0.6987 |
|
| 248 |
+
| 0.0001 | 0.764 | 3820 | 2.0066 | 0.7776 | 0.6965 | 0.7185 | 0.6983 |
|
| 249 |
+
| 0.0009 | 0.768 | 3840 | 1.9357 | 0.7895 | 0.7098 | 0.7293 | 0.7072 |
|
| 250 |
+
| 0.0109 | 0.772 | 3860 | 2.0023 | 0.7827 | 0.7025 | 0.7286 | 0.6992 |
|
| 251 |
+
| 0.0419 | 0.776 | 3880 | 1.9449 | 0.7840 | 0.7048 | 0.7245 | 0.7053 |
|
| 252 |
+
| 0.0062 | 0.78 | 3900 | 2.0165 | 0.7842 | 0.7003 | 0.7321 | 0.6999 |
|
| 253 |
+
| 0.0099 | 0.784 | 3920 | 2.0016 | 0.7859 | 0.7038 | 0.7322 | 0.7023 |
|
| 254 |
+
| 0.0523 | 0.788 | 3940 | 1.9272 | 0.7868 | 0.7065 | 0.7317 | 0.7018 |
|
| 255 |
+
| 0.0108 | 0.792 | 3960 | 1.9112 | 0.7885 | 0.7077 | 0.7287 | 0.7059 |
|
| 256 |
+
| 0.0147 | 0.796 | 3980 | 1.9271 | 0.7800 | 0.7005 | 0.7176 | 0.7027 |
|
| 257 |
+
| 0.0115 | 0.8 | 4000 | 1.9350 | 0.7823 | 0.7021 | 0.7214 | 0.7035 |
|
| 258 |
+
| 0.0274 | 0.804 | 4020 | 1.8936 | 0.7915 | 0.7119 | 0.7301 | 0.7111 |
|
| 259 |
+
| 0.0279 | 0.808 | 4040 | 1.8748 | 0.8021 | 0.7208 | 0.7477 | 0.7148 |
|
| 260 |
+
| 0.0004 | 0.812 | 4060 | 1.9129 | 0.8014 | 0.7196 | 0.7506 | 0.7129 |
|
| 261 |
+
| 0.0171 | 0.816 | 4080 | 1.9970 | 0.7940 | 0.7105 | 0.7447 | 0.7072 |
|
| 262 |
+
| 0.0002 | 0.82 | 4100 | 1.9983 | 0.7949 | 0.7083 | 0.7466 | 0.7026 |
|
| 263 |
+
| 0.0019 | 0.824 | 4120 | 2.0107 | 0.7951 | 0.7084 | 0.7473 | 0.7029 |
|
| 264 |
+
| 0.0059 | 0.828 | 4140 | 2.0663 | 0.7857 | 0.7013 | 0.7453 | 0.6952 |
|
| 265 |
+
| 0.0304 | 0.832 | 4160 | 2.0433 | 0.7853 | 0.7024 | 0.7373 | 0.7022 |
|
| 266 |
+
| 0.0416 | 0.836 | 4180 | 2.0629 | 0.7855 | 0.7010 | 0.7454 | 0.6971 |
|
| 267 |
+
| 0.0489 | 0.84 | 4200 | 2.0777 | 0.7840 | 0.6992 | 0.7406 | 0.7008 |
|
| 268 |
+
| 0.0105 | 0.844 | 4220 | 2.0575 | 0.7859 | 0.7009 | 0.7389 | 0.7011 |
|
| 269 |
+
| 0.0198 | 0.848 | 4240 | 2.0226 | 0.7912 | 0.7071 | 0.7441 | 0.7032 |
|
| 270 |
+
| 0.0221 | 0.852 | 4260 | 2.0201 | 0.7917 | 0.7078 | 0.7451 | 0.7043 |
|
| 271 |
+
| 0.0168 | 0.856 | 4280 | 1.9936 | 0.7966 | 0.7141 | 0.7476 | 0.7079 |
|
| 272 |
+
| 0.0057 | 0.86 | 4300 | 1.9740 | 0.7978 | 0.7156 | 0.7481 | 0.7077 |
|
| 273 |
+
| 0.0449 | 0.864 | 4320 | 2.0593 | 0.7887 | 0.7046 | 0.7509 | 0.6932 |
|
| 274 |
+
| 0.0151 | 0.868 | 4340 | 2.0453 | 0.7887 | 0.7056 | 0.7504 | 0.6935 |
|
| 275 |
+
| 0.0044 | 0.872 | 4360 | 2.0808 | 0.7853 | 0.7029 | 0.7488 | 0.6891 |
|
| 276 |
+
| 0.0071 | 0.876 | 4380 | 2.0784 | 0.7847 | 0.7025 | 0.7473 | 0.6895 |
|
| 277 |
+
| 0.0 | 0.88 | 4400 | 2.0776 | 0.7855 | 0.7040 | 0.7469 | 0.6923 |
|
| 278 |
+
| 0.0171 | 0.884 | 4420 | 2.0440 | 0.7878 | 0.7062 | 0.7467 | 0.6937 |
|
| 279 |
+
| 0.0185 | 0.888 | 4440 | 2.0283 | 0.7887 | 0.7085 | 0.7457 | 0.6987 |
|
| 280 |
+
| 0.0337 | 0.892 | 4460 | 2.0318 | 0.7881 | 0.7056 | 0.7440 | 0.6963 |
|
| 281 |
+
| 0.018 | 0.896 | 4480 | 2.0252 | 0.7915 | 0.7094 | 0.7474 | 0.6997 |
|
| 282 |
+
| 0.0033 | 0.9 | 4500 | 1.9966 | 0.7942 | 0.7133 | 0.7451 | 0.7056 |
|
| 283 |
+
| 0.0002 | 0.904 | 4520 | 2.0223 | 0.7902 | 0.7094 | 0.7446 | 0.7004 |
|
| 284 |
+
| 0.018 | 0.908 | 4540 | 2.0072 | 0.7874 | 0.7074 | 0.7397 | 0.6974 |
|
| 285 |
+
| 0.0032 | 0.912 | 4560 | 2.0435 | 0.7876 | 0.7064 | 0.7432 | 0.6957 |
|
| 286 |
+
| 0.0242 | 0.916 | 4580 | 2.0097 | 0.7940 | 0.7132 | 0.7450 | 0.7050 |
|
| 287 |
+
| 0.0208 | 0.92 | 4600 | 1.9747 | 0.7938 | 0.7138 | 0.7397 | 0.7071 |
|
| 288 |
+
| 0.0114 | 0.924 | 4620 | 2.0074 | 0.7936 | 0.7126 | 0.7445 | 0.7043 |
|
| 289 |
+
| 0.0188 | 0.928 | 4640 | 2.0167 | 0.7940 | 0.7123 | 0.7462 | 0.7040 |
|
| 290 |
+
| 0.0057 | 0.932 | 4660 | 2.0379 | 0.7908 | 0.7088 | 0.7467 | 0.6996 |
|
| 291 |
+
| 0.0103 | 0.936 | 4680 | 2.0309 | 0.7934 | 0.7111 | 0.7479 | 0.7024 |
|
| 292 |
+
| 0.0005 | 0.94 | 4700 | 2.0406 | 0.7908 | 0.7085 | 0.7466 | 0.6994 |
|
| 293 |
+
| 0.0066 | 0.944 | 4720 | 2.0348 | 0.7925 | 0.7104 | 0.7468 | 0.7009 |
|
| 294 |
+
| 0.0199 | 0.948 | 4740 | 2.0125 | 0.7942 | 0.7127 | 0.7456 | 0.7041 |
|
| 295 |
+
| 0.0046 | 0.952 | 4760 | 2.0125 | 0.7944 | 0.7132 | 0.7458 | 0.7045 |
|
| 296 |
+
| 0.0155 | 0.956 | 4780 | 2.0372 | 0.7919 | 0.7098 | 0.7461 | 0.7004 |
|
| 297 |
+
| 0.0126 | 0.96 | 4800 | 2.0294 | 0.7927 | 0.7109 | 0.7460 | 0.7017 |
|
| 298 |
+
| 0.0065 | 0.964 | 4820 | 2.0284 | 0.7942 | 0.7122 | 0.7461 | 0.7041 |
|
| 299 |
+
| 0.0148 | 0.968 | 4840 | 2.0355 | 0.7929 | 0.7105 | 0.7462 | 0.7022 |
|
| 300 |
+
| 0.0133 | 0.972 | 4860 | 2.0427 | 0.7921 | 0.7092 | 0.7459 | 0.7002 |
|
| 301 |
+
| 0.0021 | 0.976 | 4880 | 2.0548 | 0.7904 | 0.7074 | 0.7454 | 0.6980 |
|
| 302 |
+
| 0.0001 | 0.98 | 4900 | 2.0543 | 0.7906 | 0.7076 | 0.7455 | 0.6983 |
|
| 303 |
+
| 0.008 | 0.984 | 4920 | 2.0467 | 0.7919 | 0.7090 | 0.7459 | 0.6999 |
|
| 304 |
+
| 0.0045 | 0.988 | 4940 | 2.0489 | 0.7917 | 0.7087 | 0.7459 | 0.6996 |
|
| 305 |
+
| 0.0225 | 0.992 | 4960 | 2.0517 | 0.7904 | 0.7077 | 0.7453 | 0.6985 |
|
| 306 |
+
| 0.0057 | 0.996 | 4980 | 2.0513 | 0.7904 | 0.7080 | 0.7454 | 0.6989 |
|
| 307 |
+
| 0.0097 | 1.0 | 5000 | 2.0511 | 0.7904 | 0.7080 | 0.7454 | 0.6989 |
|
| 308 |
|
| 309 |
|
| 310 |
### Framework versions
|
config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"_name_or_path": "/
|
| 3 |
"architectures": [
|
| 4 |
"Swinv2ForImageClassification"
|
| 5 |
],
|
|
@@ -20,7 +20,7 @@
|
|
| 20 |
"0": "Barcode",
|
| 21 |
"1": "Invoice",
|
| 22 |
"2": "Object",
|
| 23 |
-
"3": "
|
| 24 |
"4": "Non-Object"
|
| 25 |
},
|
| 26 |
"image_size": 256,
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "microsoft/swinv2-base-patch4-window16-256",
|
| 3 |
"architectures": [
|
| 4 |
"Swinv2ForImageClassification"
|
| 5 |
],
|
|
|
|
| 20 |
"0": "Barcode",
|
| 21 |
"1": "Invoice",
|
| 22 |
"2": "Object",
|
| 23 |
+
"3": "Receipt",
|
| 24 |
"4": "Non-Object"
|
| 25 |
},
|
| 26 |
"image_size": 256,
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 347657788
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:79996127e660e07b4eb5db931ce0b0b45f13655718bf13f8f3d7e41887a82765
|
| 3 |
size 347657788
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5240
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e2a171d5909ebaeda6568d59f61195caf0edb8494802c6600e93350e316c5e3e
|
| 3 |
size 5240
|