3. 시각화 (NVIDIA DIGITS)
NVIDIA DIGITS 5 (updated Feb 1, 2017) NVIDIA DIGITS 4 (updated January 20, 2017) NVIDIA DIGITS 3 (updated Feb 10, 2016) NVIDIA DIGITS 2 (updated Sept 8, 2015) NVIDIA DIGITS 1 (updated June 26, 2015)
설치
0. GPU지원
1. DIGITS 5 설치
1.1 Apt-get로 설치
# For Ubuntu 14.04
CUDA_REPO_PKG=http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1404/x86_64/cuda-repo-ubuntu1404_8.0.61-1_amd64.deb
ML_REPO_PKG=http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1404/x86_64/nvidia-machine-learning-repo-ubuntu1404_4.0-2_amd64.deb
# For Ubuntu 16.04
CUDA_REPO_PKG=http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.61-1_amd64.deb
ML_REPO_PKG=http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1604/x86_64/nvidia-machine-learning-repo-ubuntu1604_1.0.0-1_amd64.deb
# Install repo packages
wget "$CUDA_REPO_PKG" -O /tmp/cuda-repo.deb && sudo dpkg -i /tmp/cuda-repo.deb && rm -f /tmp/cuda-repo.deb
wget "$ML_REPO_PKG" -O /tmp/ml-repo.deb && sudo dpkg -i /tmp/ml-repo.deb && rm -f /tmp/ml-repo.deb
# Download new list of packages
sudo apt-get update
sudo apt-get install digits
1.2 deb로 설치
# DIGITS v5 for CUDA 8, Ubuntu1604 x86
wget https://developer.nvidia.com/compute/machine-learning/digits/secure/5.0/prod/nv-deep-learning-repo-ubuntu1604-ga-cuda8.0-digits5.0_1-1_amd64-deb
# DIGITS v5 for CUDA 8, Ubuntu1404 x86
wget https://developer.nvidia.com/compute/machine-learning/digits/secure/5.0/prod/nv-deep-learning-repo-ubuntu1404-ga-cuda8.0-digits5.0_2-1_amd64-deb
sudo dpkg -i nv-deep-learning-repo-ubuntu1404-ga-cuda8.0-digits5.0_2-1_amd64-deb
sudo apt-get update
sudo apt-get install DIGITS
1.3 Docker로 설치
- Docker를 이용하여 DIGITS 설치하기 : Docker Hub, 설명
docker pull nvidia/digits
mkdir /sharefolder
docker run --runtime=nvidia --name digits -d 8585:5000 -v /sharefolder:/data nvidia/digits
실행
#확인
sudo service digits status
#접속
http://localhost
#설정(포트)
sudo dpkg-reconfigure digits