Skip to content

[Paper] CaFA: Global Weather Forecasting with Factorized Attention on Sphere #105

Open
@jacobbieker

Description

@jacobbieker

Arxiv/Blog/Paper Link

https://arxiv.org/abs/2405.07395

Detailed Description

Screenshot 2024-05-14 at 16 47 11

Context

The factorized attention is quadratic in axial attention rather than the full size, which should greatly reduce the computational power needed for the model, both training (more important) and inference, since most of the global weather models seem to be able to do inference on small amounts of compute, but training takes a lot of it.

Metadata

Metadata

Assignees

No one assigned

    Labels

    enhancementNew feature or request

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions