andrius-b / bakis Goto Github PK

Run development server with: FLASK_APP=src/server/server.py FLASK_ENV=development python -m flask run

run gunicorn with: gunicorn --bind unix:server.sock -m 007 src.server.wsgi:app with the following ngnix configuration:

server {
    listen 80;
    server_name chrome://net-internals/#dnssearchify.com www.searchify.com;

    location / {
        include proxy_params;
        proxy_pass http://unix:/home/andrius/git/bakis/server.sock;
    }
}

because of versioning issues, torch packages need to be manually installed in the venv with:

python -m pip install torch==1.8.0+cu111 torchvision==0.9.0+cu111 torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html

Spectrogram statistics across the whole dataset: Mean=879351519686/8453355264=104.02396352970787 Min=0; Max=156 variation=6068880539648.0/8453355264=717.9255981445312; stdev=26.794133651688224