HorcruxNo13
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Model save
Browse files- README.md +8 -6
- pytorch_model.bin +1 -1
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 the imagefolder dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.7333
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 64
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- eval_batch_size: 64
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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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- 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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| No log | 1.0 | 4 |
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| No log | 2.0 | 8 |
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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 the imagefolder dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.6202
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- Accuracy: 0.7333
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.05
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- train_batch_size: 64
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- eval_batch_size: 64
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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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- 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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| No log | 1.0 | 4 | 17.1475 | 0.7333 |
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| No log | 2.0 | 8 | 15.6693 | 0.7333 |
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| 16.7023 | 3.0 | 12 | 28.5702 | 0.2667 |
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| 16.7023 | 4.0 | 16 | 4.1452 | 0.2667 |
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| 12.6945 | 5.0 | 20 | 3.6202 | 0.7333 |
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### Framework versions
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 110394865
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version https://git-lfs.github.com/spec/v1
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size 110394865
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