Is Setting Up Clearml Server On Same Machine That Is Supposed To Be Our Gpu Worker A Good Idea? I Wanted To Have Every Dataset Locally Using Clearml-Data Cli, How Would Gpu Worker Handle Data Fetching, Would It Go Straight From Disc?

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Is setting up ClearML server on same machine that is supposed to be our GPU worker a good idea?
I wanted to have every dataset locally using clearml-data CLI, how would gpu worker handle data fetching, would it go straight from disc?

  				
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	3 years ago

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					ObnoxiousStork61
				
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Hi ObnoxiousStork61 ,
In general, I think setting up the server on the GPU machine running the experiment is not a good idea - the server is supposed to run in a stable environment, whereas the GPU machine is more dynamic in nature.
Regarding data, since the data is stored in a network storage, and assuming the network storage is local (i.e. in your own network), I don't think data fetching will be an issue...

  				
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	3 years ago

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					SuccessfulKoala55
				
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So ideally I should setup one machine with storage for datasets for clearml-server and one GPU machine to be clearml-agent with storage enough to fetch data?

  				
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	3 years ago

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					ObnoxiousStork61
				
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Yes, one machine for server and storage, GPU machine with local storage for data fetching and caching :)

  				
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	3 years ago

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					SuccessfulKoala55
				
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