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Training in progress epoch 24
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: 1e-04
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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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| 0.0515 | 0.8636 | 0.7625 | 0.0494 | 0.8816 | 0.7894 | 1e-04 | 21 |
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| 0.0518 | 0.8630 | 0.7615 | 0.0487 | 0.8836 | 0.7930 | 1e-04 | 22 |
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| 0.0521 | 0.8616 | 0.7595 | 0.0483 | 0.8822 | 0.7908 | 1e-04 | 23 |
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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: 0.0510
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- Train Dice Coef: 0.8634
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- Train Iou: 0.7624
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- Validation Loss: 0.0501
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- Validation Dice Coef: 0.8814
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- Validation Iou: 0.7899
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- Train Lr: 1e-04
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- Epoch: 24
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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': 5e-06, '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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| 0.0515 | 0.8636 | 0.7625 | 0.0494 | 0.8816 | 0.7894 | 1e-04 | 21 |
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| 0.0518 | 0.8630 | 0.7615 | 0.0487 | 0.8836 | 0.7930 | 1e-04 | 22 |
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| 0.0521 | 0.8616 | 0.7595 | 0.0483 | 0.8822 | 0.7908 | 1e-04 | 23 |
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| 0.0510 | 0.8634 | 0.7624 | 0.0501 | 0.8814 | 0.7899 | 1e-04 | 24 |
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### Framework versions
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tf_model.h5
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size 15133664
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size 15133664
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