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FIIT Neural Networks Project

This project is elaborated as an assignment for the Neural Networks course (WS 2019/2020) at FIIT STU by Denis Mitana and Miroslav Sumega.

Installation

  1. Build docker image
$ cd docker
$ docker build -t fiit_nn_project/tensorflow:2.0.0-gpu-py3-jupyter .
  1. Start docker container
$ cd ..
$ docker run --gpus all -u $(id -u):$(id -g) -p 8888:8888 -p 6006:6006 -v $(pwd):/tf/fiit_nn_project -it --name fiit_nn_project fiit_nn_project/tensorflow:2.0.0-gpu-py3-jupyter
  1. (Optional) To mount data folder if not in the same directory
$ mkdir data
$ sudo vim /etc/fstab
# Append: <data-directory> <project-directory>/data none bind
$ sudo mount -a