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Deeplearning Examples

PyTorch Lightning Config: Hydra Template
Paper Conference

Description

Deeplearning 구현 연습을 위한 repo입니다.

How to run

Install dependencies

# clone project
git clone https://github.com/hrnoh24/deeplearning-examples.git
cd deeplearning-examples

# build docker
scripts/docker_build.sh

# run docker interactive
scripts/docker_interactive.sh [dataset path] # dataset path 지정 시 "/data"로 mount

Train model with default configuration

# train on CPU
python src/train.py trainer=cpu

# train on GPU
python src/train.py trainer=gpu

Train model with chosen experiment configuration from configs/experiment/

python src/train.py experiment=experiment_name.yaml

You can override any parameter from command line like this

python src/train.py trainer.max_epochs=20 datamodule.batch_size=64

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