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Parent(s): ebce84c
Training in progress epoch 39
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: 2.5e-07
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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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| 0.0420 | 0.8826 | 0.7917 | 0.0433 | 0.8894 | 0.8021 | 2.5e-07 | 36 |
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| 0.0423 | 0.8833 | 0.7926 | 0.0429 | 0.8893 | 0.8018 | 2.5e-07 | 37 |
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| 0.0420 | 0.8833 | 0.7929 | 0.0430 | 0.8895 | 0.8023 | 2.5e-07 | 38 |
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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: 0.0424
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- Train Dice Coef: 0.8832
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- Train Iou: 0.7924
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- Validation Loss: 0.0437
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- Validation Dice Coef: 0.8890
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- Validation Iou: 0.8013
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- Train Lr: 2.5e-07
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- Epoch: 39
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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': 1.25e-08, '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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| 86 |
| 0.0420 | 0.8826 | 0.7917 | 0.0433 | 0.8894 | 0.8021 | 2.5e-07 | 36 |
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| 87 |
| 0.0423 | 0.8833 | 0.7926 | 0.0429 | 0.8893 | 0.8018 | 2.5e-07 | 37 |
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| 0.0420 | 0.8833 | 0.7929 | 0.0430 | 0.8895 | 0.8023 | 2.5e-07 | 38 |
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| 0.0424 | 0.8832 | 0.7924 | 0.0437 | 0.8890 | 0.8013 | 2.5e-07 | 39 |
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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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