# \#gpu

**URL:** https://discourse.scverse.org/tag/gpu/16.md

[Latest](https://discourse.scverse.org/latest.md) · [Categories](https://discourse.scverse.org/categories.md) · [Tags](https://discourse.scverse.org/tags.md)

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## [How to use GPU partitions (MIGs)?](https://discourse.scverse.org/t/how-to-use-gpu-partitions-migs/3951)

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**Author:** [@shevo33](https://discourse.scverse.org/u/shevo33)\
**Replies:** 1\
**Last updated:** [March 28, 2026, 1:13pm UTC](https://discourse.scverse.org/t/how-to-use-gpu-partitions-migs/3951 "2026-03-28T13:13:33Z")

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Hi everyone, I am trying to run scvi as followed, but I wan to speed up by using several GPUs. However, my cluster only gives me MIG partitions from GPUs. Even tho I can request several, when feeding the MIGs to scvi…

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## [GPU Utilization is 0 Despite JAX Occupying GPU Memory](https://discourse.scverse.org/t/gpu-utilization-is-0-despite-jax-occupying-gpu-memory/3332)

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**Author:** [@zoey](https://discourse.scverse.org/u/zoey)\
**Replies:** 1\
**Last updated:** [November 27, 2024, 6:42am UTC](https://discourse.scverse.org/t/gpu-utilization-is-0-despite-jax-occupying-gpu-memory/3332 "2024-11-27T06:42:27Z")

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Hello, I’m running a model using JAX, and I see that it occupies GPU memory, but the GPU utilization remains at 0%. The following message appeared during the execution: Could someone help me understand why the GPU i…

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## [Understanding the GPU related warning while setting up SCVI](https://discourse.scverse.org/t/understanding-the-gpu-related-warning-while-setting-up-scvi/1410)

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**Author:** [@hiraksarkar](https://discourse.scverse.org/u/hiraksarkar)\
**Replies:** 1\
**Last updated:** [May 10, 2023, 4:22pm UTC](https://discourse.scverse.org/t/understanding-the-gpu-related-warning-while-setting-up-scvi/1410 "2023-05-10T16:22:35Z")

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Hi, I followed the exact steps documented in Installation - scvi-tools. I can see my gpu in nvidia-smi command. Yet whenever I am setting up the model as follows, scvi.model.SCVI.setup\_anndata( adata\_liver, lay…

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## [Gpu advices for new computer](https://discourse.scverse.org/t/gpu-advices-for-new-computer/1404)

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**Author:** [@WesDe](https://discourse.scverse.org/u/WesDe)\
**Replies:** 4\
**Last updated:** [May 9, 2023, 4:13pm UTC](https://discourse.scverse.org/t/gpu-advices-for-new-computer/1404 "2023-05-09T16:13:46Z")

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Hi, Sorry for the naive question, I am currently setting up a new computer that I will have access in remote only. I was wondering if scvi-tools will be able to identify and use the gpu if there is one ? Best,

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## [Setting up a fully featured GPU single cell enviroment](https://discourse.scverse.org/t/setting-up-a-fully-featured-gpu-single-cell-enviroment/707)

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**Author:** [@Intron7](https://discourse.scverse.org/u/Intron7)\
**Replies:** 2\
**Last updated:** [August 24, 2022, 10:10pm UTC](https://discourse.scverse.org/t/setting-up-a-fully-featured-gpu-single-cell-enviroment/707 "2022-08-24T22:10:53Z")

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Hi everyone, I have been playing around a lot with analysing single cell RNA datasets on GPUs. Setting up the environments is kind of a pain so created I a guide to help with the conda envirmoment setup. You can check …

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## [MultiVi with multiple GPUs and CPUs](https://discourse.scverse.org/t/multivi-with-multiple-gpus-and-cpus/190)

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**Author:** [@DanieleMuraro](https://discourse.scverse.org/u/DanieleMuraro)\
**Replies:** 2\
**Last updated:** [December 2, 2021, 12:04pm UTC](https://discourse.scverse.org/t/multivi-with-multiple-gpus-and-cpus/190 "2021-12-02T12:04:40Z")

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Dear scvi-tools developers and community, I was wondering if it is possible to run MultiVi with multiple GPUs and CPUs. In case it is, how can I set up the number of GPUs and CPUs for use of MultiVi? Thank you for you…

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## [multi-GPU training](https://discourse.scverse.org/t/multi-gpu-training/199)

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**Author:** [@thisisyichenzhang](https://discourse.scverse.org/u/thisisyichenzhang)\
**Replies:** 1\
**Last updated:** [October 13, 2021, 3:46pm UTC](https://discourse.scverse.org/t/multi-gpu-training/199 "2021-10-13T15:46:48Z")

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Does any of the provided method support multi-GPU training？ I am trying to develop my custom model with your fantastic tools. I noticed that in scvi.trainer, it has an option to set gpus , how should I use this feature…

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## [Scvi-tools with multiple GPUs](https://discourse.scverse.org/t/scvi-tools-with-multiple-gpus/162)

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**Author:** [@smorabit](https://discourse.scverse.org/u/smorabit)\
**Replies:** 2\
**Last updated:** [August 11, 2021, 11:41pm UTC](https://discourse.scverse.org/t/scvi-tools-with-multiple-gpus/162 "2021-08-11T23:41:10Z")

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Hi, I am wondering if there is a way to parallelize & speed up scVI if I have multiple GPUs available? Thanks, Sam