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Install TensorFlow 2.0
sudo apt-get install screen
sudo apt-get install libxmu-dev libxi-dev libglu1-mesa libglu1-mesa-dev
sudo apt-get install libjpeg-dev libpng-dev libtiff-dev
sudo apt-get install libavcodec-dev libavformat-dev libswscale-del libv4l-dev
sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev
sudo apt-get install libxvidcore-dev libx264-dev
sudo apt-get install libopenblas-dev libatlas-base-dev liblapack-dev gfortran
sudo apt-get install libhdf5-dev
sudo apt-get install python3-dev python3-tk python-pil.imagetk
sudo apt-get install libgtk-3-dev
Install CUDA 10.0
You may try to install the latest CUDA.
cd ~
mkdir installers
cd installers/
wget https://developer.nvidia.com/compute/cuda/10.0/Prod/local_installers/cuda_10.0.130_410.48_linux
===========
= Summary =
===========
Driver: Not Selected
Toolkit: Installed in /usr/local/cuda-10.0
Samples: Installed in /home/sulfred
Please make sure that
- PATH includes /usr/local/cuda-10.0/bin
- LD_LIBRARY_PATH includes /usr/local/cuda-10.0/lib64, or, add /usr/local/cuda-10.0/lib64 to /etc/ld.so.conf and run ldconfig as root
To uninstall the CUDA Toolkit, run the uninstall script in /usr/local/cuda-10.0/bin
Please see CUDA_Installation_Guide_Linux.pdf in /usr/local/cuda-10.0/doc/pdf for detailed information on setting up CUDA.
Add CUDA Path
vim ~/.bashrc
# NVIDIA CUDA Toolkit
export PATH=/usr/local/cuda-10.0/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda-10.0/lib64:$LD_LIBRARY_PATH
Install cuDNN
Download from :
download page
You may download the latest cudnn. Here we are using cudnn-10.0, for example: cudnn-10.0-linux-x64-v7.4.2.24.tgz to ~/installers
cd ~/installers
tar -zxf cudnn-10.0-linux-x64-v7.4.2.24.tgz
cd cuda
sudo cp -P lib64/* /usr/local/cuda/lib64/
sudo cp -P include/* /usr/local/cuda/include/
Prepare python virtual environment
# standard image processing
pip install opencv-contrib-python
pip install scikit-image
pip install pillow
pip install imutils
# machine learning libraries
pip install scikit-learn
pip install matplotlib
pip install pregressbar2
pip install beautifulsoup4
pip install pandas