BayesPrism icon indicating copy to clipboard operation
BayesPrism copied to clipboard

How much memory consumed per core?

Open Pentayouth opened this issue 1 year ago • 1 comments

Dear developer, I ran BayesPrism using ref [16000gene*50000cell] on blk [16000gene*400sample] using 16 cores on desktop with 128GB RAM but halted. I wonder how much memory consumed per core in a typical run?

Best regards, Pty

Pentayouth avatar May 07 '24 01:05 Pentayouth

Dear user,

Thank you for your interest in BayesPrism.

The short answer is that the entire scRNA-seq reference (gene-by-cell state matrix) and a single bulk data is sent to an individual node (when performing gibbs sampling). You may extract the gene-by-cell state matrix from the prism object, and then check the size of the object. You may also use the top command (in linux) to monitor the memory usage.

Best,

Tinyi

On Tue, May 7, 2024 at 2:28 AM Pentayouth @.***> wrote:

Dear developer, I ran BayesPrism using ref [16000gene50000cell*] on blk [ 16000gene400sample*] using 16 cores on desktop with 128GB RAM but halted. I wonder how much memory consumed per core in a typical run?

Best regards, Pty

— Reply to this email directly, view it on GitHub https://github.com/Danko-Lab/BayesPrism/issues/84, or unsubscribe https://github.com/notifications/unsubscribe-auth/AB4NHS7G2NFYTZ44E3FX7LLZBAU4HAVCNFSM6AAAAABHKBEBDOVHI2DSMVQWIX3LMV43ASLTON2WKOZSGI4DEMBYHA3TENQ . You are receiving this because you are subscribed to this thread.Message ID: @.***>

tinyi avatar May 09 '24 22:05 tinyi