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NVIDIA Warp

  • Software
  • Simulators
  • Library

A Python framework that JIT-compiles ordinary Python functions into kernels running on CPU or GPU, aimed at simulation, robotics and machine learning.

Made by NVIDIA, United States (checked on github.com/NVIDIA (opens in a new tab)).

Source on GitHub: github.com/NVIDIA/warp (opens in a new tab). Facts read at commit 5e7a8fe (opens in a new tab).

Licenses

Code
Apache-2.0 (opens in a new tab)

Read by Robotheca from LICENSE.md (opens in a new tab) (Apache-2.0) at commit 5e7a8fe (opens in a new tab), on 16 Oct 2026.

Commercial use
Yes

What it does

  • Takes regular Python functions and JIT compiles them to efficient kernel code for CPU or GPU.
  • Includes primitives for physics simulation, robotics, geometry processing and more.
  • Warp kernels are differentiable and can be used in machine-learning pipelines with PyTorch, JAX and Paddle.
  • Installs from PyPI as warp-lang, with optional extras for examples and USD features.
  • Ships a set of examples covering physics simulation, geometry, optimization and tile-based GPU programming.

Written by Robotheca from the project's README (opens in a new tab) at commit 5e7a8fe.

Getting started

Difficulty
Advanced
Hardware it needs, as the project states it
Requires Python 3.10 or newer. Wheels exist for Windows (x86-64), Linux (x86-64 and AArch64) and macOS (Apple Silicon, CPU only). CUDA acceleration on Windows and Linux needs an NVIDIA R580-series or newer driver and a Turing (sm_75) or newer GPU; some examples need a CUDA-capable device.

Maintenance

Status
Active: a commit in the last 90 days
Newest commit
16 Oct 2026 on main
Latest release
v1.18.0 (5 Oct 2026)

Checked on GitHub on 16 Oct 2026.

Robots on Robotheca that use it

No robot on Robotheca is linked to it yet. Links come from a robot's robot.yaml, from its dependency files read as text, or from Robotheca's editors.

Robotheca lists software as a reference: nothing is hosted or run here, and every fact links to where it was read.