| ## Nvdiffrast – Modular Primitives for High-Performance Differentiable Rendering | |
|  | |
| **Modular Primitives for High-Performance Differentiable Rendering**<br> | |
| Samuli Laine, Janne Hellsten, Tero Karras, Yeongho Seol, Jaakko Lehtinen, Timo Aila<br> | |
| [http://arxiv.org/abs/2011.03277](http://arxiv.org/abs/2011.03277) | |
| Nvdiffrast is a PyTorch/TensorFlow library that provides high-performance primitive operations for rasterization-based differentiable rendering. | |
| Please refer to ☞☞ [nvdiffrast documentation](https://nvlabs.github.io/nvdiffrast) ☜☜ for more information. | |
| ## Licenses | |
| Copyright © 2020, NVIDIA Corporation. All rights reserved. | |
| This work is made available under the [Nvidia Source Code License](https://github.com/NVlabs/nvdiffrast/blob/main/LICENSE.txt). | |
| For business inquiries, please contact [researchinquiries@nvidia.com](mailto:researchinquiries@nvidia.com) | |
| We do not currently accept outside code contributions in the form of pull requests. | |
| Environment map stored as part of `samples/data/envphong.npz` is derived from a Wave Engine | |
| [sample material](https://github.com/WaveEngine/Samples/tree/master/Materials/EnvironmentMap/Content/Assets/CubeMap.cubemap) | |
| originally shared under | |
| [MIT License](https://github.com/WaveEngine/Samples/blob/master/LICENSE.md). | |
| Mesh and texture stored as part of `samples/data/earth.npz` are derived from | |
| [3D Earth Photorealistic 2K](https://www.turbosquid.com/3d-models/3d-realistic-earth-photorealistic-2k-1279125) | |
| model originally made available under | |
| [TurboSquid 3D Model License](https://blog.turbosquid.com/turbosquid-3d-model-license/#3d-model-license). | |
| ## Citation | |
| ``` | |
| @article{Laine2020diffrast, | |
| title = {Modular Primitives for High-Performance Differentiable Rendering}, | |
| author = {Samuli Laine and Janne Hellsten and Tero Karras and Yeongho Seol and Jaakko Lehtinen and Timo Aila}, | |
| journal = {ACM Transactions on Graphics}, | |
| year = {2020}, | |
| volume = {39}, | |
| number = {6} | |
| } | |
| ``` | |