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Training in progress epoch 45
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: 6.25e-10
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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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| 0.0186 | 0.7788 | 0.6505 | 0.0231 | 0.8502 | 0.7434 | 6.25e-10 | 42 |
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| 0.0188 | 0.7773 | 0.6491 | 0.0232 | 0.8510 | 0.7443 | 6.25e-10 | 43 |
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| 0.0185 | 0.7775 | 0.6493 | 0.0229 | 0.8518 | 0.7456 | 6.25e-10 | 44 |
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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: 0.0187
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- Train Dice Coef: 0.7765
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- Train Iou: 0.6487
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- Validation Loss: 0.0233
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- Validation Dice Coef: 0.8491
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- Validation Iou: 0.7416
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- Train Lr: 6.25e-10
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- Epoch: 45
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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': 1e-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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| 92 |
| 0.0186 | 0.7788 | 0.6505 | 0.0231 | 0.8502 | 0.7434 | 6.25e-10 | 42 |
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| 93 |
| 0.0188 | 0.7773 | 0.6491 | 0.0232 | 0.8510 | 0.7443 | 6.25e-10 | 43 |
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| 0.0185 | 0.7775 | 0.6493 | 0.0229 | 0.8518 | 0.7456 | 6.25e-10 | 44 |
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| 0.0187 | 0.7765 | 0.6487 | 0.0233 | 0.8491 | 0.7416 | 6.25e-10 | 45 |
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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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