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Training in progress epoch 44
Browse files- README.md +9 -8
- tf_model.h5 +1 -1
README.md
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.
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- Train Dice Coef: 0.
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- Train Iou: 0.
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- Validation Loss: 0.
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- Validation Dice Coef: 0.
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- Validation Iou: 0.
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- Train Lr: 1.25e-08
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- Epoch:
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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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- optimizer: {'name': 'Adam', 'learning_rate':
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- training_precision: float32
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### Training results
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| 0.0426 | 0.8824 | 0.7913 | 0.0431 | 0.8900 | 0.8030 | 1.25e-08 | 41 |
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| 0.0424 | 0.8832 | 0.7926 | 0.0433 | 0.8893 | 0.8019 | 1.25e-08 | 42 |
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| 0.0424 | 0.8830 | 0.7922 | 0.0436 | 0.8886 | 0.8008 | 1.25e-08 | 43 |
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### Framework versions
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.0427
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- Train Dice Coef: 0.8806
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- Train Iou: 0.7888
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- Validation Loss: 0.0434
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- Validation Dice Coef: 0.8893
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- Validation Iou: 0.8020
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- Train Lr: 1.25e-08
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- Epoch: 44
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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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- optimizer: {'name': 'Adam', 'learning_rate': 6.25e-10, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
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- training_precision: float32
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### Training results
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| 0.0426 | 0.8824 | 0.7913 | 0.0431 | 0.8900 | 0.8030 | 1.25e-08 | 41 |
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| 92 |
| 0.0424 | 0.8832 | 0.7926 | 0.0433 | 0.8893 | 0.8019 | 1.25e-08 | 42 |
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| 0.0424 | 0.8830 | 0.7922 | 0.0436 | 0.8886 | 0.8008 | 1.25e-08 | 43 |
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| 0.0427 | 0.8806 | 0.7888 | 0.0434 | 0.8893 | 0.8020 | 1.25e-08 | 44 |
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### Framework versions
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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size 15133664
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version https://git-lfs.github.com/spec/v1
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size 15133664
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