FedML-AI / FedML-AI/FedML

What should I do if I only have a GPUNode with 8 graphics card to run the distributed algorithm?

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#71 17 comments 0 reactions 2 assignees Claimed by @fedml-dimitris View on GitHub
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Description

Could anyone please tell me what should I do if I only have a GPUNode functioning as a login node and a compute node at the same time to run the distributed algorithm, please?
It works pretty well when running fedavg algorithm under fedml's distributed architecture based on our hardware architecture saying above.
But when I try to run fednas,fedgkt,fedavg_robust algorithm,they'll fail in the same reason in the end as showing in the screenshot below.

FedNAS:
![7WEZ6@3`5~YD3JUEY((RZ`T](https://user-images.githubusercontent.com/27194784/100537134-cf3c0b00-3260-11eb-8a62-910c4413f99c.png)
FedGKT:
![BSD(QJ8XL$L~8J(CS1303VK](https://user-images.githubusercontent.com/27194784/100537189-45407200-3261-11eb-8c80-164fcf02cf18.png)

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