Model
NVIDIA Deep Learning Examples
V-Net Medical TensorFlow checkpoint (AMP)V-Net Medical TensorFlow checkpoint trained with AMP
19.11.0
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19.11.0Selected08/21/2020 3:28 AM UTC105.55 MBAccuracy: 080 EpochsBatch Size: 0GPU: V100 Copied!
19.11.0Selected
08/21/2020 3:28 AM UTC105.55 MBAccuracy: 080 EpochsBatch Size: 0GPU: V100
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architecture
| Key | Value |
|---|---|
| config | default |
performance
| Key | Value |
|---|---|
| anterior_dice | 0.84 |
| bkg_dice | 0.99 |
| posterior_dice | 0.82 |
training
| Key | Value |
|---|---|
| bs | 2 |
| dataset | MSD - Hippocampus |
| epochs | 80 |
| gpus | 1xV100 |
| learning rate | 0.0001 |
| training_precision | AMP |