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@NickGeneva NickGeneva released this 17 Apr 22:45
· 4 commits to 0.6.0-rc since this release
v0.6.0
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Modulus (core) general release v0.6.0

Added

  • Added citation file
  • Link to the CWA dataset
  • ClimateDatapipe: an improved datapipe for HDF5/NetCDF4 formatted climate data
  • Performance optimizations to CorrDiff
  • Physics-Informed Nonlinear Shallow Water Equations example
  • Warp neighbor search routine with a minimal example
  • Strict option for loading Modulus checkpoints
  • Regression only or diffusion only inference for CorrDiff
  • Support for organization level model files on NGC file system
  • Physics-Informed Magnetohydrodynamics example

Changed

  • Updated Ahmed Body and Vortex Shedding examples to use Hydra config
  • Added more config options to FCN AFNO example
  • Moved posiitonal embedding in CorrDiff from the dataloader to network architecture

Deprecated

  • modulus.models.diffusion.preconditioning.EDMPrecondSR. Use EDMPecondSRV2 instead

Removed

  • Pickle dependency for CorrDiff

Fixed

  • Consistent handling of single GPU runs in DistributedManager
  • Output location of objects downloaded with NGC file system
  • Bug in scaling the conditional input in CorrDiff deterministic sampler

Dependencies

  • Updated DGL build in Dockerfile
  • Updated default base image
  • Moved Onnx from optional to required dependencies
  • Optional Makani dependency required for SFNO model
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