Description

What it does

Installation

Pip

# clone project
git clone https://github.com/feiji110/puceng.git
cd puceng

# [OPTIONAL] create conda environment
conda create -n myenv python=3.9
conda activate myenv

# install pytorch according to instructions
# https://pytorch.org/get-started/

# install requirements
pip install -r requirements.txt

Conda

# clone project
git clone https://github.com/feiji110/puceng.git
cd puceng

# create conda environment and install dependencies
conda env create -f environment.yaml -n puceng

# activate conda environment
conda activate puceng

How to run

Train model with default configuration

download data:

https://pan.baidu.com/s/139UDLS7Ri818YLXgvDyZ4g?pwd=qn52

get preprocess.pt

/root/miniconda3/envs/puceng/bin/python /root/c/d/puceng/src/data/puceng_datamodule.py

# 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 data.batch_size=64