git+https://github.com/PhamQuocHuy1101/easy-config.git
- Wraper OmegaConf for recursively loading yaml file & command line args:
- Default, automatically create folder outputs, and change the working dir to outputs (or set False in setup_config)
Example
main.py
from easyConfig import setup_config
# set change_path = True, change the working dir to arg outputs in command line
config = setup_config('config', 'main_config', True)
root tree:
config/
├── data
│ └──d1.yaml
│ └──d2.yaml
├── model
│ └── m1.yaml
│ └── m2.yaml
└── main_config.yaml
The content of config.yaml:
defaults:
- model: m1
- data: d2
device: 1
seed: 40
optim:
lr: [0.01, 0.001]
weight_decay: 0.1
With command python main.py optim.weight_decay=0.2 seed=1 outputs=out_folder other_arg=123
The output of config:
defaults:
- model: m1
- data: d2
device: 1
seed: 1
optim:
lr: [0.01, 0.001]
weight_decay: 0.2
model:
... # recursive content of m1.yaml
data:
... # recursive content of m2.yaml
outputs: out_folder
other_arg: 123 # other command line args
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