It is the docker container of nvidia server computer in the department of Anesthiology & pain medicine of SNUH. It is created based on the docker image from nvidia cuda. Download appropriate version of the docker image considering your ubunutu version. For me, it was the latest version in October, 2020 on ubuntu 18.04. The purpose of this container is the medical research for 2nd grade of Medicine Course in SNU Medicine(2020).
This container contains the whole process of data preprocessing and running CNN model using raw vital data(ECG, PPG).
The python code is written on the following verions.
- tensorflow-gpu 2.3.1
- cuda 11.1, cudnn 8.4.0
- other modules(pandas, matplotlib...) was the lastest version since 20.11.25.