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NVIDIA
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modulus
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
https://developer.nvidia.com/modulus
Apache License 2.0
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Update logic on corrdiff patch based training
#524
daviddpruitt
closed
1 month ago
1
🐛[BUG]: PyTorch DDP Fails for CorrDiff training before the training starts
#523
pgarg7
closed
1 month ago
1
🐛[BUG]: Corrdiff example script incorrectly assumes rectangular regions are patch based
#522
daviddpruitt
closed
1 month ago
0
📚[DOC]: No SFNO in models
#521
osl202
opened
1 month ago
0
🚀[FEA]: Distributed Training/Inference: handle scatter/gather better and more consistently
#520
stadlmax
opened
1 month ago
0
🚀[FEA]: Enable history > 0 in the ERA5 HDF5 datapipe
#519
mnabian
closed
1 month ago
0
Support history > 0 in the ERA5 HDF5 datapipe
#518
mnabian
closed
1 month ago
4
GraphCast: Better handling of the static datasets
#517
mnabian
closed
1 month ago
1
GraphCast: Add the option to use transformer_engine.LayerNorm
#516
mnabian
closed
1 month ago
1
GraphCast: Add time history (Impact: low, effort: high)
#515
mnabian
closed
3 weeks ago
0
GraphCast: Number of parameters are close but don't match exactly (35.7M vs 36.7M in the paper)
#514
mnabian
opened
1 month ago
0
GraphCast: Train the Modulus GraphCast model with the baseline configs, dataset, and stats
#513
mnabian
opened
1 month ago
0
UNet: Add support for 2D
#512
mnabian
opened
1 month ago
1
Vectorized operations in the ERA5 HDF5 synthetic dataset to improve performance
#511
mnabian
closed
1 month ago
1
GraphCast improvements - Part I
#510
mnabian
closed
1 month ago
18
GraphCast: Bi-linear interpolation of 0.25 degree ERA5 data to a 1 degree grid
#509
mnabian
closed
1 month ago
1
GraphCast: Rotation of icosphere (pre-processing) (Impact: low, effort: low)
#508
mnabian
closed
1 month ago
1
Fix bug for crashing when positional embedding disabled SongUNet
#507
daviddpruitt
closed
1 month ago
3
GraphCast: Support for arbitrary input shapes
#506
mnabian
closed
1 month ago
0
Support for resizing with interpolation in the ERA5 HDF5 datapipe
#505
mnabian
closed
1 month ago
1
🐛[BUG]: Diffusion network, SongUNetPosEmbed tries to apply positional embedding when its disabled.
#504
daviddpruitt
closed
1 month ago
0
GraphCast: Prepare an IO-optimized dataset of 227 channels, with an optimized dataloader
#503
mnabian
opened
1 month ago
0
Update dali dependency to a cuda 12 compatible version
#502
ktangsali
closed
1 month ago
3
Fix error when loading a checkpoint.
#501
Alexey-Kamenev
closed
1 month ago
1
⛰️[EPIC]: Generalized DALI dataloader for VTK
#500
mnabian
closed
1 week ago
0
⛰️[EPIC]: GraphCast Enhancements
#499
mnabian
opened
1 month ago
0
⛰️[EPIC]: Mesh Processing Utilities for Graph Models
#498
mnabian
opened
1 month ago
0
🚀[FEA]: Add gradient clipping to StaticCaptureTraining performance optimization decorator
#497
daviddpruitt
opened
1 month ago
0
3D UNet
#496
mnabian
closed
1 week ago
4
Geometric Deep Learning: VTK dataloader, mesh utilities, file format converters
#495
mnabian
closed
1 week ago
12
🚀[FEA]: Add Kolmogorov - Arnold Networks for Modulus
#494
androbomb
opened
1 month ago
1
🚀[FEA]: Bumping DALI dependency to cuda 12 compatible version
#493
azrael417
closed
1 month ago
0
LBFGS optimizer doesn't work for PINN training 🐛[BUG]:
#492
hasethinvd
opened
1 month ago
0
🐛[BUG]: need to install wandb to use datapipes
#491
DavidLandup0
opened
1 month ago
0
[CorrDiff]: Refactor CorrDiff configs to use dataclass attributes
#490
DavidLandup0
opened
1 month ago
3
🐛[BUG]: need to install termcolor and mlflow to use ERA5DataPipe
#489
nbren12
opened
1 month ago
0
Fix SFNO tests in CI.
#488
Alexey-Kamenev
closed
1 month ago
1
Fixed model dumping in train_sequence
#487
hasethinvd
closed
1 month ago
2
🚀[FEA]: Better handling of the icosphere construction/usage in GraphCast
#486
mnabian
opened
1 month ago
0
Add Sorted Empirical CDF CRPS algorithm
#485
dallasfoster
closed
1 month ago
2
Fixed indexing error for modulus loss function
#484
fresleven
closed
3 weeks ago
4
🐛[BUG]: SFNO tests are skipped
#483
mnabian
closed
1 month ago
0
CorrDiff: Preconditioning import bug fix
#482
mnabian
closed
2 months ago
1
CorrDiff: Allreduced loss logging
#481
mnabian
closed
2 months ago
4
Address intermittent CI failures
#480
ktangsali
closed
2 months ago
2
🚀[FEA]: Add Healpix to unified Recipe
#479
loliverhennigh
opened
2 months ago
0
🚀[FEA]: CorrDiff training/inference without regression
#478
jleinonen
opened
2 months ago
2
Update Dockerfile
#477
mnabian
closed
2 months ago
8
make updates to tests to avoid intermittent failures
#476
ktangsali
closed
2 months ago
1
Safeguarding against usage of uninitialized DistributedManager
#475
akshaysubr
closed
1 month ago
8
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