A 3D version of the helmnet should be considered. This would require the following:
- Extending the unet to 3D (
Conv3D, MaxPool3D, etc)
- Extend the training data to 3D
- Add extra dimension (z) to all inputs, PML components etc
- Extend operators (e.g.,
Spectral.LaplacianWithPML, etc)
- Potentially reduce batch size for training
- Check the replay buffer works with 3D data (or could potentially be replaced with binomial checkpointing as now being implemented in j-Wave)
A 3D version of the helmnet should be considered. This would require the following:
Conv3D,MaxPool3D, etc)Spectral.LaplacianWithPML, etc)