physicsnemo
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NVIDIA
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
## Description This PR is the initial version of domain parallelism for DoMINO. Currently, the forward pass (inference) is supported though there are some numerical instabilities to track down with...
### Version 25.03 container ### On which installation method(s) does this occur? Docker ### Describe the issue When loading a trained model using `Module.from_checkpoint`, I get the following warning: ```...
# PhysicsNeMo Pull Request ## Description This PR modifies `conf.yaml`, `model.py` and `domino_datapipe.py` to allow for arbitrary number of input global parameters instead of being restricted to `inlet_velocity, air_density`. `examples/external_aerodynamics/cfd/domino`...
### How would you describe the priority of this documentation request Critical (currently preventing usage) ### Is this for new documentation, or an update to existing docs? Update ### Describe...
# PhysicsNeMo Pull Request ## Description ## Checklist - [ ] I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/physicsnemo/blob/main/CONTRIBUTING.md). - [ ] New or existing tests cover these changes. - [...
Raising an environment error when the variable `SLURM_LAUNCH_NODE_IPADDR` is not found. This is usually because the user isn't running `SLURM` with `srun`, and instead using something like `sbatch`. So, instead...
### Version main ### On which installation method(s) does this occur? _No response_ ### Describe the issue When training CorrDiff with `training.perf.torch_compile=True`, the training script only produces checkpoints of the...
### Version 24.01 ### On which installation method(s) does this occur? Source ### Describe the issue Inferencing my squeezeformer using the @StaticCaptureEvaluateNoGrad decorator can cause NaN values. When inferencing with...
# PhysicsNeMo Pull Request ## Description Fixes indexing issues in couplers and alleviates issue with large CPU memory consumption in dataloader ## Checklist - [x] I am familiar with the...
### Version 1.0.1 ### On which installation method(s) does this occur? _No response_ ### Describe the issue I'm one of Dale's students trying to set up a new pipeline for...
