ShuaHousetable
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update model card README.md
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README.md
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This model is a fine-tuned version of [microsoft/swinv2-tiny-patch4-window8-256](https://huggingface.co/microsoft/swinv2-tiny-patch4-window8-256) 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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- Rmse: 1.
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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: 16
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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_steps: 500
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rmse |
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| No log | 1.0 |
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| No log | 2.0 |
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| No log | 3.0 |
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### Framework versions
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This model is a fine-tuned version of [microsoft/swinv2-tiny-patch4-window8-256](https://huggingface.co/microsoft/swinv2-tiny-patch4-window8-256) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1685
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- Rmse: 1.0810
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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: 0.0002
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- train_batch_size: 16
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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_steps: 500
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- num_epochs: 8
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rmse |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| No log | 1.0 | 101 | 1.2101 | 1.1001 |
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| No log | 2.0 | 202 | 0.7917 | 0.8898 |
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| No log | 3.0 | 303 | 1.0430 | 1.0213 |
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| No log | 4.0 | 404 | 0.9290 | 0.9639 |
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| 2.8472 | 5.0 | 505 | 0.6923 | 0.8321 |
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| 2.8472 | 6.0 | 606 | 0.8079 | 0.8989 |
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| 2.8472 | 7.0 | 707 | 0.7159 | 0.8461 |
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| 2.8472 | 8.0 | 808 | 0.6934 | 0.8327 |
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### Framework versions
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