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729ae88
Training in progress epoch 46
Browse files- README.md +8 -7
- 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: 0.8445
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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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| 0.0523 | 0.8406 | 0.7381 | 0.0452 | 0.8835 | 0.7922 | 6.25e-10 | 43 |
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| 0.0519 | 0.8427 | 0.7402 | 0.0449 | 0.8854 | 0.7952 | 6.25e-10 | 44 |
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| 0.0523 | 0.8445 | 0.7413 | 0.0453 | 0.8839 | 0.7930 | 6.25e-10 | 45 |
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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: 0.0519
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- Train Dice Coef: 0.8445
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- Train Iou: 0.7434
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- Validation Loss: 0.0446
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- Validation Dice Coef: 0.8858
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- Validation Iou: 0.7959
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- Train Lr: 6.25e-10
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- Epoch: 46
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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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| 0.0523 | 0.8406 | 0.7381 | 0.0452 | 0.8835 | 0.7922 | 6.25e-10 | 43 |
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| 94 |
| 0.0519 | 0.8427 | 0.7402 | 0.0449 | 0.8854 | 0.7952 | 6.25e-10 | 44 |
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| 95 |
| 0.0523 | 0.8445 | 0.7413 | 0.0453 | 0.8839 | 0.7930 | 6.25e-10 | 45 |
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| 0.0519 | 0.8445 | 0.7434 | 0.0446 | 0.8858 | 0.7959 | 6.25e-10 | 46 |
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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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