Something layered on top of hydra.
Project description
brezn :pretzel:
This is my attempt at figuring out what I would like a seml equivalent built on top of hydra to look like. In particular, I want to have code isolation, i.e. making a copy of the code when you run a job, so that you can continue working on your code while your jobs wait in a SLURM queue.
brezn
comes with absolutely no guarantees regarding stability or backwards
compatibility. You have been warned.
Installation
You can install brezn
from pypi (pip install brezn
) though if you want the latest
version, you better install it straight from the repo.
pip install git+https://github.com/martenlienen/brezn
Usage
Configuration
You can configure brezn
in a separate section of your pyproject.toml
.
[tool.brezn]
# Directory that brezn should put its internal files and saved environments into
env_dir = ".brezn"
# Rules in the .gitignore format about which files should be included in the saved environments
files = [
"brezn/**/*.py",
"config/**/*.yaml",
]
Run a command
brezn run
creates a new copy of your code and then runs the command you provide from
there. Note that the working directory will be the directory where you issue brezn run
.
brezn run ./train.py overrides=True
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