Model save
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README.md
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This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 1.0
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## Model description
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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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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.0688 | 6.0 | 24 | 0.0327 | 0.9821 |
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| 0.0846 | 7.0 | 28 | 0.0143 | 1.0 |
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| 0.0283 | 8.0 | 32 | 0.0165 | 1.0 |
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| 0.0413 | 9.0 | 36 | 0.0123 | 1.0 |
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| 0.031 | 10.0 | 40 | 0.0109 | 1.0 |
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### Framework versions
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This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0947
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- Accuracy: 1.0
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## Model description
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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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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 1.291 | 1.0 | 4 | 0.8032 | 0.8393 |
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| 0.6667 | 2.0 | 8 | 0.3500 | 0.9643 |
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| 0.3311 | 3.0 | 12 | 0.1800 | 0.9464 |
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| 0.1914 | 4.0 | 16 | 0.1049 | 1.0 |
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| 0.146 | 5.0 | 20 | 0.0947 | 1.0 |
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### Framework versions
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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