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License: MIT License
Automatically generate command-line arguments for parameter sweeping
License: MIT License
It would be nice if one can use this module via config files.
For example, consider this configuration file
# filename: testing.yml
cmd_template: train.py --model {model} --lr {lr} --dataset {dataset} --epoch 10
parameters:
- model: [mlp, resnet20]
- lr: [0.001, 0.0001]
- dataset: [mnist, fashion_mnist]
One might just call
$ cmdprod --config testing.yml
# Output
train.py --model mlp --lr 0.001 --dataset mnist --epoch 10
train.py --model mlp --lr 0.001 --dataset fashion_mnist --epoch 10
train.py --model mlp --lr 0.0001 --dataset mnist --epoch 10
train.py --model mlp --lr 0.0001 --dataset fashion_mnist --epoch 10
train.py --model resnet --lr 0.001 --dataset mnist --epoch 10
train.py --model resnet --lr 0.001 --dataset fashion_mnist --epoch 10
train.py --model resnet --lr 0.0001 --dataset mnist --epoch 10
train.py --model resnet --lr 0.0001 --dataset fashion_mnist --epoch 10
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