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cmrdporcupineyesterday at 5:59 PM1 replyview on HN

I was thought experimenting the other day... ~10 nVME drives striped and running parallel could approximate the memory bandwidth of DDR5 DRAM in a box like this. Like you say, latency wouldn't compete but on raw throughput would be comparable.

Not anymore cost effective, I guess, but gets you the ability to work over very large model sizes maybe. But the problem is that tensor matmul etc hardware wouldn't work effectively with it.

Useful for KVCache though.


Replies

ciupicriyesterday at 7:08 PM

I'll just leave this here: "Achieving 11M IOPS and 66 GB/S IO on a Single ThreadRipper Workstation" (2021), https://news.ycombinator.com/item?id=25956670 / https://tanelpoder.com/posts/11m-iops-with-10-ssds-on-amd-th...