NVIDIA/modulus

Issues

• 🐛[BUG]: Some NCCL operations have failed or timed out. Due to the asynchronous nature of CUDA kernels, subsequent GPU operations might run on corrupted/incomplete data.

  #691 opened a month ago by wlu1998
  6

• 🐛[BUG]: aero_graph_net failed to load dataset

  #710 opened 8 days ago by willyawan16
  3

• 🐛[BUG]: aero_graph_net dataloader worker exited unexpectedly

  #713 opened 7 days ago by willyawan16
  0

• Questions about CorrDiff example

  #706 opened 17 days ago by MyGitHub-G
  2

• Question about the CorrDiff Example

  #704 opened 18 days ago by MyGitHub-G
  4

• 🐛[BUG]: FigConvNet Reproduce

  #705 opened 19 days ago by wangguan1995
  1

• 🐛[BUG]: Instantiating `EDMPrecondSR` fails from `TypeError: got an unexpected keyword argument 'scale_cond_input'` with `modulus==0.8.0` (Modulus container 24.09)

  #694 opened a month ago by luke-conibear
  0

• 🐛[BUG]: Importing opencv-python fails when using Modulus container (24.09)

  #693 opened a month ago by luke-conibear
  0

• 📚[DOC]: corrdiff- what is the meaning of cwb dataset?

  #697 opened 24 days ago by MyGitHub-G
  6

• 🐛[BUG]: Compute dataset statistics on training data

  #606 opened 4 months ago by albertocarpentieri
  2

• 🐛[BUG]: IndexError: list index out of range when training BiStride MeshGraphNet

  #695 opened a month ago by AndreaPi
  4

• 🐛[BUG]: Transolver MLFlow function not exported

  #699 opened 25 days ago by alexk101
  0

• 🐛[BUG]: CorrDiff loss is scaled by hyper-parameter

  #605 opened a month ago by chychen
  3

• 🐛[BUG]: CorrDiff timing crash with small data iterator

  #582 opened a month ago by jleinonen
  2

• 🐛[BUG]: Cannot load model with additional buffers registered

  #586 opened 4 months ago by simonbyrne
  1

• ⛰️[EPIC]: CorrDiff Usability Enhancements

  #589 opened a month ago by mnabian
  3

• 🚀[FEA]: Add transolver model.

  #592 opened a month ago by luohk19
  1

• 🐛[BUG]: Intermittent failures in `test_healpix.py` pytest.

  #608 opened 4 months ago by ktangsali
  1

• 🐛[BUG]: Climate data sources do not set stride for first index

  #653 opened 3 months ago by sahnimanas
  2

• Corrdiff: cleanup CWB dataloader.

  #599 opened a month ago by mnabian
  0

• Unit tests for the CorrDiff dataloader

  #601 opened a month ago by mnabian
  0

• 🐛[BUG]: GraphCast example fails with unexpected keyword argument 'mesh_level'

  #670 opened 2 months ago by benkirk
  2

• CorrDiff: Comprehensive Documentation

  #632 opened a month ago by mnabian
  0

• CorrDiff: Better handling of the downsampling factor

  #634 opened a month ago by mnabian
  0

• CorrDiff training and inference validation

  #655 opened a month ago by mnabian
  0

• 🚀[FEA]: Support launching through other MPI implementations

  #671 opened 2 months ago by benkirk
  0

• 🐛[BUG]: ERA5 dataset_download example fails

  #631 opened 4 months ago by negedng
  6

• 🐛[BUG]: GraphCast example with syntetic dataset requires ERA5 metadata

  #630 opened 4 months ago by negedng
  4

• 🐛[BUG]: datapipes.healpix is not importable

  #680 opened 2 months ago by yairchn
  1

• ⛰️[EPIC]: GenCast

  #569 opened 5 months ago by mnabian
  1

• Installation issue on windows wsl

  #657 opened 3 months ago by AvisP
  1

• 🐛[BUG]: Add steps to install `shapely`

  #596 opened 3 months ago by ktangsali
  0

• CorrDiff: Implement a synthetic datapipe

  #598 opened 3 months ago by mnabian
  0

• CorrDiff: Don't make models fully configurable, but make different versions (UNet_S, UNet_XS, etc.)

  #602 opened 3 months ago by mnabian
  0

• CorrDiff: Reduce redundancy between generate.py, train.py and training_loop.py

  #633 opened 3 months ago by mnabian
  1

• CorrDiff: Split generate.py, train.py and training_loop.py into functions/classes that handle more well-defined tasks

  #639 opened 3 months ago by mnabian
  1

• CorrDiff-Lite recipe

  #635 opened 3 months ago by mnabian
  0

• 📚[DOC]: CorrDiff: The URL of the Zarr dataset is invalid

  #624 opened 4 months ago by CYC23
  2

• Train GraphCast with the GraphTransformer Processor

  #580 opened 3 months ago by mnabian
  0

• GenCast: Add a config-option specifying whether we want to merge meshes

  #570 opened 4 months ago by mnabian
  1

• Performance and memory optimizations for the GraphTransformer model

  #579 opened 4 months ago by mnabian
  0

• CorrDiff: Use more descriptive parameter names

  #600 opened 4 months ago by mnabian
  1

• CorrDiff: Build all the objects outside of the training loop

  #611 opened 4 months ago by mnabian
  1

• CorrDiff: Remove unused modules/code

  #612 opened 4 months ago by mnabian
  1

• CorrDiff: Switch to Tensorboard logging

  #622 opened 4 months ago by mnabian
  1

• CorrDiff: Remove unnecessary EDM abstractions

  #613 opened 4 months ago by mnabian
  1

• GenCast: Add k-hops neighborhoods explicitly for mesh nodes

  #571 opened 4 months ago by mnabian
  1

• CorrDiff: Better handling of EMA

  #623 opened 4 months ago by mnabian
  1

• Implement a Graph Transformer model

  #572 opened 4 months ago by mnabian
  0

• CorrDiff: Improve config handling, separate configs for different dataloaders, reduce configurable parameters and use the defaults instead

  #614 opened 4 months ago by mnabian
  0