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.
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
Thank you. I'll forward these requirements and wait for a response.
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
Well, usually we recommend a minimum of 2 cores with 8GB RAM
So minimum would be 2 cores with 8 gigs for ram. I'm going to assume 4 cores and 16 gigs would be recommended.
I think the most performance sensitive component is Elastic
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.
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.
Elastic is what Clear ML uses to handle Data?