dacon_vqa

월간 데이콘 이미지 기반 질의 응답 AI 경진대회

system info

os:
Ubuntu 18.04.6 LTS

GPU:
Driver Version: 525.60.13
CUDA Version: 12.0 
NVIDIA GeForce RTX 3090(x4)

folders

├── arguments
│   ├── __init__.py
│   ├── DatasetsArguments.py
│   ├── ModelArguments.py
│   └── MyTrainingArguments.py
├── data
│   └── open.zip
├── shell_scripts
│   └── run_train.sh
├── inference.ipynb
├── literal.py
├── preprocess.py
├── train.py
├── utils.py
├── README.md
└── requirements.txt

unzip data

$ cd data
data$ unzip open.zip

code formatter

black *.py --line-length 119

run

python=3.8

env setting

$ python3.8 -m venv .venv
$ source .venv/bin/activate
$ pip install --upgrade pip
$ pip install -r requiremets.txt

preprocess(for datasets)

$ python preprocess.py

train

$ bash shell_scripts/run_train.sh

inference

inference.ipynb 실행