A highly performant, GPU compatible package for higher order interpolation in PyTorch
Project description
Higher Order Interpolation in 3D for Torch
Overview
This is a small library that allows a more general interpolation in 3D, using higher order polynomial basis, which Pytorch's torch.nn.functional.interpolate() currently does not offer.
Key Features:
Fast
- Highly performant on any device
CPU and GPU compatible
- Can run on both CPU and GPU's
Integrated with PyTorch
- Can integrate with the PyTorch interface
Installation
Prerequisites
Before installing TorchGRTL, ensure you have the following prerequisites:
- Python 3.8 or higher
- pip package manager
License
TorchGRTL is released under the MIT License. See LICENSE for more details.
Contact
For questions or support, please contact Thomas Helfer at thomashelfer@live.de.
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