pkgpl/pkgpl_base repository overview

⁠pkgpl_base

Base docker images for research in PKGPL.

⁠docker pull from docker hub⁠

docker pull pkgpl/pkgpl_base

⁠Dockerfile

⁠FROM horovod⁠

• GPU version: horovod/horovod:0.22.1
• CPU version: horovod/horovod:0.20.0-tf2.3.0-torch1.6.0-mxnet1.5.0-py3.7-cpu

⁠RUN pip install

• scikit-learn
• pandas
• jupyterlab
• matplotlib
• bokeh
• mkl
• numba
• mpi4py

⁠Install seismic data processing packages

• Seismic Unix⁠: cwp_su_all_44R19.tgz
• Madagascar⁠: madagascar-3.1.1.tar.gz

⁠docker build

Set DEVICE in Env.sh and run build.sh