Well, usually we recommend a minimum of 2 cores with 8GB RAM
I think the most performance sensitive component is Elastic
Elastic is what Clear ML uses to handle Data?
SuccessfulKoala55 Sorry to ping you like this. I have to ask. What's the minimum requirements for clear ml installation. Excluding requirements for databases or file server
Here's the thread
https://clearml.slack.com/archives/CTK20V944/p1636613509403900
The question has been answered though you can take a look if I understood correctly there.
So minimum would be 2 cores with 8 gigs for ram. I'm going to assume 4 cores and 16 gigs would be recommended.
Hi VexedCat68 ,
If you're not tight on resources, I would say "medium" requirements can be:
A decent amount of CPU cores (say at least 4) Enough RAM memory to comfortably accommodate ES (at least 16GB) Enough disk space for:File server (dedicated volume, say 1TB) Databases (ES/Mongo, dedicated volume), about 500GB (to be on the safe side) System (and logs etc.), about 200-300GB
Also I made another thread regarding clear ml agent. can you respond to that? I'm gonna be trying to set up a clear ml server properly on a server machine. Want to test how to train models and enqueue tasks and automate this whole process with GPU training included.
Just for the system? Fairly low, it's mostly a matter of having enough free system disk to handle growing logs, cached docker images etc., so minimum (not including OS) would be about 100GB to 200GB
Understandable. My main concern was that I needed initial requirements for experimentation.
Thank you. I'll forward these requirements and wait for a response.