Skip to content

Expected training time for HistAug models #3

@Kyyle2114

Description

@Kyyle2114

Hi, and thanks for the great work on HistAug!

Before I start running experiments, I'd love to get a sense of the computational cost involved.
The README mentions hardware details (V100 32GB) for inference, but I couldn't find information regarding the training cost.

Could you share how long a full training run took in your own experimental environment? Specifically:

  • How long did training take end-to-end (e.g., per epoch or total hours)?
  • Did training time differ notably across the foundation models evaluated (e.g., CONCH, Virchow2, UNI)?

This would help me better understand the scale of compute required to reproduce your results.

Thank you!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions