Installation Keras Tensorflow Guide

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sudo apt-get update
sudo apt-get upgrade
sudo apt-get dist-upgrade
#INSTALAR DRIVER DE NVIDIA DESDE software&updates
nvidia-smi #Verificando que el driver este instalado
lspci | grep -i nvidia
python3
sudo apt-get install python3-pip python3-dev
sudo apt-get install build-essential cmake git unzip

sudo apt-get install pkg-config libopenblas-dev liblapack-dev

sudo apt-get install libatlas-base-dev gfortran

sudo apt-get install python3-numpy python3-scipy python3-matplotlib python3-yaml

sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev

sudo apt-get install libxvidcore-dev libx264-dev

sudo apt-get install libhdf5-serial-dev python3-h5py

sudo apt-get install graphviz

sudo pip3 install pydot-ng scikit-learn pillow
sudo apt-get install libjpeg8-dev libtiff5-dev libjasper-dev libpng12-dev
sudo apt-get install libgtk-3-dev

sudo apt install qtbase5-dev
pip3 install opencv-contrib-python

python3
>>>import cv2
>>> cv2.__version__

gcc --version

wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repoubuntu1604_9.0.176-1_amd64.deb

sudo dpkg -i cuda-repo-ubuntu1604_9.0.176-1_amd64.deb

sudo apt-key adv --fetch-keys
http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/7fa2af80.pub

sudo apt-get update

sudo apt-get install cuda-9-0

echo $PATH #agregar ruta al path

nano ~/.bashrc
export PATH=/usr/local/cuda-9.0/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-9.0/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}

source ~/.bashrc
sudo ldconfig
# Reboot the cpu
nvidia-smi

nvcc --version

nvcc -V
lspci -v
cat /proc/driver/nvidia/version

cuda-install-samples-9.0.sh ~/rogerCUDA

# ir al directorio

make

Para instalar CuDNN
https://developer.nvidia.com/rdp/cudnn-archive
versión 7.0.5

sudo apt-get install python3-venv
# create virtual environment for tensorflow
python3 -m venv tf_env
source tf_env /bin/activate
#deactivate para cerrar el entorno
sudo pip3 install tensorflow-gpu==1.5

apt-get update && apt-get install -y --allow-downgrades --no-install-recommends \
libcudnn7=7.0.5.15-1+cuda9.0 \
libcudnn7-dev=7.0.5.15-1+cuda9.0 && \
rm -rf /var/lib/apt/lists/*
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Linearized                      : No
Page Count                      : 6
Language                        : en-US
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XMP Toolkit                     : 3.1-701
Producer                        : Microsoft® Word para Office 365
Creator                         : Roger Alfonso Gomez Nieto
Creator Tool                    : Microsoft® Word para Office 365
Create Date                     : 2018:09:20 16:23:45-05:00
Modify Date                     : 2018:09:20 16:23:45-05:00
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Instance ID                     : uuid:CCDE676D-59E2-4FCA-8A80-7A15F52D2B08
Author                          : Roger Alfonso Gomez Nieto
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