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NVIDIA PhysicsNeMo Framework

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Developer Blog

NVIDIA PhysicsNeMo Framework

Blog
Developer Blog

Table of Contents

PhysicsNeMo Framework

Overview

Getting Started

System Requirements
Installation

User Guide

Training Recipe
Model Architectures
PhysicsNeMo Distributed
- Domain Parallelism
Physics-guided
Performance
Data Curation
PhysicsNeMo-Mesh
Model Evaluation and Inference
Symbolic Abstractions
- Introductory Example
Active Learning
Guardrails

Examples

PhysicsNeMo Examples Catalog

Library Documentation

PhysicsNeMo
- API Reference
- Examples
PhysicsNeMo Sym
PhysicsNeMo Curator
PhysicsNeMo CFD
Earth2Studio

Resources

Customizing PhysicsNeMo
Switching from DGL to PyTorch Geometric

Releases

Release Notes

PhysicsNeMo
API Reference
PhysicsNeMo Diffusion
Utilities

Utilities#

Helper classes for common tasks in diffusion model training and sampling.

API Reference#

`StackedRandomGenerator`#

`InfiniteSampler`#

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Multi-Diffusion

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PhysicsNeMo Distributed

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API Reference
- StackedRandomGenerator
- InfiniteSampler

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