Skip to content

Question about evaluation speed #28

Description

@add2333

Hi,

Thanks for the great work! I have a question about evaluation speed.

I'm evaluating on scenes with 500+ views (e.g., NRGBD, kf=2). I find that the accuracy/completion computation runs KDTree queries on the full point cloud, which is extremely slow. This makes large-scale evaluation impractical (~ 1 hour per scene on a100 40g & Xeon(R) Gold 6348 CPU) .

A few questions:

  1. What evaluation speed do you typically see?
  2. Should I set --voxel_size to downsample before metric computation? It's in the code but defaults to 0.0 and isn't used in any example scripts.
  3. Or is there something I'm missing?

Thanks!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type
    No fields configured for issues without a type.

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions