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How can I change 3d-IDM and Controlnet models to run on a system with 16 g ram and 4g GPU? #1830

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How can I change 3d-IDM and Controlnet models to run on a system with 16 g ram and 4g GPU?#1830

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@NeDa-Y
NeDa-Y
opened on Sep 18, 2024

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  1. NeDa-Y
    changed the title [-]Hi, how can I change 3d-IDM and Controlnet models to run on a system with 16 g ram and 4g GPU?[/-] [+]How can I change 3d-IDM and Controlnet models to run on a system with 16 g ram and 4g GPU?[/+] on Sep 18, 2024

  2. KumoLiu commented on Sep 18, 2024

    @KumoLiu
    KumoLiu
    on Sep 18, 2024
    Contributor

    Hi @NeDa-Y, for autoencoder, you can use the 16g config mentioned here: https://github.com/Project-MONAI/tutorials/tree/main/generation/3d_ldm#21-3d-autoencoder-training
    And for latent diffussion training, you can try to reduce the patch size and batch size mentioned here: https://github.com/Project-MONAI/tutorials/tree/main/generation/3d_ldm#22-3d-latent-diffusion-training

    Thanks.

  3. Project-MONAI
    locked and limited conversation to collaborators on Sep 18, 2024
  4. KumoLiu
    converted this issue into a discussion #1832 on Sep 18, 2024
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