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Applies LoRA modules to the supernets in gradient-based one-shot NAS methods to improve performance.

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LoRA-DARTS

Installation and Development

First, install the dependencies required for development and testing in your environment.

conda create -n lora_darts python=3.9
conda activate lora_darts
pip install -e ".[dev, test]"
pip install -e ".[benchmark]"

Install the precommit hooks

pre-commit install

Run the tests

pytest tests

Try running an example

python examples/run_lora_darts.py

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Applies LoRA modules to the supernets in gradient-based one-shot NAS methods to improve performance.

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