gpu device moniter and automaticly run command if device available, just for nvidia gpu.
Project description
gpu-waiter
1. Overview
gpu device moniter and automaticly run commond if device available, just for nvidia gpu.
2. Install & Usage
2.1 install
pip install gpu-waiter
2.2 usage
$ waiter -g 2 -m 40G ls -alh /usr/local
$ waiter -g 2 -m 40G -c ls -alh /usr/local
$ waiter -g 2 -m 40G -c "ls -alh /usr/local"
$ waiter -c "ls -alh /usr/local" -g 2 -m 40G
$ waiter -h
usage: waiter [-h] [-c CMD] [-g GPU] [-m MEM] [-s] [-t TIME] [-vvv]
options:
-h, --help show this help message and exit.
-c CMD, --cmd CMD command to run; -c could to be not specified; -c could be ignored but command should be posed at the end of shell setence; command
could be not string only if -c is ignored.
-g GPU, --gpu GPU amount of gpu required.
-m MEM, --mem MEM memory size required.
-s, --single_user not use gpu if already has user.
-t TIME, --time TIME time of peried between check.
-vvv, --verbose dump all log.
#/bin/python3
from gpu_waiter import Tasker, Waiter
from gpu_waiter import NVGPU
if __name__ == "__main__":
nv = NVGPU(2, "23GiB", False)
nv.check()
task = Tasker(
[
"ls",
"-alh",
"/usr/local/",
],
msg_level=1,
devices=nv
)
wt = Waiter(3, task)
wt.do_wait()
wt = Waiter(3)
wt.add_task(task)
wt.do_wait()
3. Develop
git clone https://github.com/lijunjie2232/gpu_waiter.git
cd gpu_waiter
pip install -e .
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