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added a new qos resolver (zaccharieramzi#2)
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zaccharieramzi authored Feb 22, 2022
1 parent bf9cc37 commit 6a253a7
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5 changes: 5 additions & 0 deletions README.md
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Expand Up @@ -45,6 +45,11 @@ 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
```

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/
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1 change: 1 addition & 0 deletions conf/config.yaml
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fake_param: 4
11 changes: 11 additions & 0 deletions example_app.py
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import hydra

from omegaconf import OmegaConf


@hydra.main(config_path='conf', config_name='config')
def example_main(cfg):
print(OmegaConf.to_container(cfg, resolve=True))

if __name__ == '__main__':
example_main()
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defaults:
- dev

cpus_per_task: 40
gpus_per_node: 4
gpus_per_node: 4
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defaults:
- t3

cpus_per_task: 40
gpus_per_node: 4
gpus_per_node: 4
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defaults:
- t4

cpus_per_task: 40
gpus_per_node: 4
gpus_per_node: 4
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Expand Up @@ -5,13 +5,14 @@ timeout_min: 60
gpus_per_node: 1
tasks_per_node: 1
gres: "gpu:${hydra.launcher.gpus_per_node}"
qos: qos_gpu-dev
qos: ${qos_from_hours:${hours}}
cpus_per_gpu: 10
cpus_per_task: ${cpu_from_gpu:${hydra.launcher.gpus_per_node},${hydra.launcher.cpus_per_gpu}}
gpus_per_task: ${hydra.launcher.gpus_per_node}
additional_parameters:
account: ${oc.env:IDRPROJ}@gpu
distribution: "block:block"
hint: nomultithread
time: "${hours}:00:00"
setup:
- "#SBATCH -C v100-32g"
- "#SBATCH -C v100-32g"
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defaults:
- base

qos: qos_gpu-dev
additional_parameters:
time: "2:00:00"
16 changes: 15 additions & 1 deletion hydra_plugins/jz_hydra_submitit_launcher/resolvers.py
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from omegaconf import OmegaConf

OmegaConf.register_new_resolver("multiply10", lambda x: x * 10)

def time_to_qos(timeout_hour):
timeout_hour = int(timeout_hour)
if timeout_hour > 20:
qos = 't4'
elif timeout_hour > 2:
qos = 't3'
else:
qos = 'dev'

qos = f'qos_gpu-{qos}'
return qos

OmegaConf.register_new_resolver("qos_from_hours", time_to_qos, replace=True)
OmegaConf.register_new_resolver("cpu_from_gpu", lambda x,y: x*y, replace=True)

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