A Graph Neural Network using a variant of self-attention for 3D points and graphs processing.
The following section lists the requirements that you need to meet in order to start training the SE(3)-Transformer model.
Requirements
This repository contains a Dockerfile which extends the PyTorch 21.07 NGC container and encapsulates some dependencies. Aside from these dependencies, ensure you have the following components:
- NVIDIA Docker
- PyTorch 21.07+ NGC container
- Supported GPUs:
For more information about how to get started with NGC containers, refer to the following sections from the NVIDIA GPU Cloud Documentation and the Deep Learning Documentation:
- Getting Started Using NVIDIA GPU Cloud
- Accessing And Pulling From The NGC Container Registry
- Running PyTorch
For those unable to use the PyTorch NGC container to set up the required environment or create your own container, refer to the versioned NVIDIA Container Support Matrix.