Sujet : Re: Project to train image generator (LORA?) on networked Pi
De : dennis (at) *nospam* none.none (Dennis)
Groupes : comp.sys.raspberry-piDate : 24. Dec 2024, 19:51:13
Autres entêtes
Organisation : A noiseless patient Spider
Message-ID : <vkevr1$1vrev$1@dont-email.me>
References : 1
User-Agent : Mozilla Thunderbird
On 12/24/24 09:35, Carl Fink wrote:
I'm interested in playing with this, but I'm not interested in paying $3000
for a high-end nVidia NPU. It seems to be in principle possible to split the
task into smaller subtasks that could be distributed to a Beowulf-style Pi
cluster. Several enclosures exist that let you connect multiple Compute
Modules over a high-speed bus, I hear.
I have minimal experience with Raspberry Pi (not zero, but minimal). I have
none with setting up Beowulf clusters, and none with decomposing machine
learning tasks and distributing them among processors. Thus, I wonder if
there might be an existing project I could learn from and maybe even
eventually contribute to, even if only as a tester.
Thanks.
There were some projects that used multiple PIs. From a cost and complexity standpoint they were more "because we can" rather than practical. A multicore AMD or INTEL processor would be a better option. If you skip the high power GPU the system cost is lower. Also the MPI cluster code is "off the shelf" for those processors.
https://mpitutorial.com/tutorials/mpi-hello-world/