samitizerxu
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update model card README.md
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README.md
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license: apache-2.0
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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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model-index:
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- name: swin-tiny-patch4-window7-224-finetuned-algae-wirs
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results: []
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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 None dataset.
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It achieves the following results on the evaluation set:
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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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| 1.1477 | 1.0 | 120 | 1.0955 | 0.5534 |
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| 1.088 | 2.0 | 240 | 1.0434 | 0.5827 |
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| 1.0412 | 3.0 | 360 | 1.0150 | 0.5880 |
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### Framework versions
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: swin-tiny-patch4-window7-224-finetuned-algae-wirs
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results: []
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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 None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.9582
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- eval_accuracy: 0.6227
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- eval_runtime: 10.6179
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- eval_samples_per_second: 160.483
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- eval_steps_per_second: 5.086
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- epoch: 27.8
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- step: 3336
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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: 30
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### Framework versions
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