Lightning-AI / deep-learning-project-template

Pytorch Lightning code guideline for conferences
Apache License 2.0
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Xtef! #26

Open Xay140X opened 3 years ago

Xay140X commented 3 years ago

clone project

git clone https://github.com/YourGithubName/deep-learning-project-template

install project

cd deep-learning-project-template pip install -e .
pip install -r requirements.txt Next, navigate to any file and run it.

module folder

cd project

run module (example: mnist as your main contribution)

python lit_classifier_main.py
Imports

This project is setup as a package which means you can now easily import any file into any other file like so:

from project.datasets.mnist import mnist from project.lit_classifier_main import LitClassifier from pytorch_lightning import Trainer

model

model = LitClassifier()

data

train, val, test = mnist()

train

trainer = Trainer() trainer.fit(model, train, val)

test using the best model!

trainer.test(test_dataloaders=test) Citation

@article{YourName, title={Your Title}, author={Your team}, journal={Location}, year={Year} great={vocal} Asp.2n={kesnting}