jz-hydra-submitit-launcher 0.1.4

Jean Zay tailored Hydra submitit launcher.

JZ-hydra-submitit-launcher

A Jean Zay (JZ) tailored Hydra submitit launcher based on Hydra and its submitit-launcher plugin. Basically it extends the submitit-launcher plugin with defaults that make sense for JZ.

Install

This package can be installed from pypi (using --user is required on JZ):

pip install --user jz-hydra-submitit-launcher

You can also install it from source:

git clone https://github.com/zaccharieramzi/jz-hydra-submitit-launcher.git
cd jz-hydra-submitit-launcher
pip install --user .

Use

The primary use is with the hydra-submitit-launch command with your script name and the config type:

hydra-submitit-launch my_app.py dev

Available configs

6 different configs are available:

• dev: with 2 hours, 1 gpu, and qos_gpu-dev.
• t3: with 20 hours, 1 gpu, and qos_gpu-t3.
• t4: with 100 hours, 1 gpu, and qos_gpu-t4.
• 4gpus_dev: with 2 hours, 4 gpus, and qos_gpu-dev.
• 4gpus_t3: with 20 hours, 4 gpus, and qos_gpu-t3.
• 4gpus_t4: with 100 hours, 4 gpus, and qos_gpu-t4.

By default, all the configs select 32Gb GPUs, use a single node and use the gpu_p1 partition.

Advanced configs

You can override the SLURM config, the same way you would with any hydra configuration. The parameters you can override are defined in the hydra-submitit-launcher plugin doc.

For example, if you want to use the gpu_p2 partition, you would need to do:

hydra-submitit-launch my_app.py dev hydra.launcher.setup=null hydra.launcher.partition=gpu_p2 hydra.launcher.cpus_per_task=3

In order to change the timeout on the SLURM job to for example 10 hours, you would need to do:

hydra-submitit-launch my_app.py base +hydra.launcher.hours=10

This will automatically select the right qos for you.

References

• Hydra: https://hydra.cc/docs/intro/
• submitit-launcher: https://hydra.cc/docs/plugins/submitit_launcher/
• submitit: https://github.com/facebookincubator/submitit
• JZ docs: http://www.idris.fr/ or https://jean-zay-doc.readthedocs.io/en/latest/