Skip to content

GPU memory for training/testing #14

Open

Description

@xiangxu007

Hello,
Could you tell me how much GPU memory is needed for training/testing, I only have 6G GPU memory, I'm guessing there isn't enough GPU memory for training/testing.
Best.
Xu.

Activity

  1. Lirui-Zhao commented on Nov 23, 2024

    @Lirui-Zhao
    Collaborator

    Hello Xu,

    Thank you for your interest in our Diffree.

    For training with a batch size of 16, each GPU requires approximately 40 GB of memory. The GPU memory requirement is closely related to the batch size you choose. For inference, unfortunately, 6 GB of GPU memory is still insufficient. You would need around 16 GB of GPU memory to run inference smoothly.

    Please let me know if you have any other questions.

    Best regards,
    Lirui

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

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