TensorFlow: Difference between revisions

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* [https://stackoverflow.com/questions/64193633/ Could not load dynamic library <code>libcublas.so.10</code>]
* [https://stackoverflow.com/questions/64193633/ Could not load dynamic library <code>libcublas.so.10</code>]
* [https://docs.nvidia.com/cuda/cuda-installation-guide-microsoft-windows/index.html CUDA Installation Guide for Windows]
* [https://docs.nvidia.com/cuda/cuda-installation-guide-microsoft-windows/index.html CUDA Installation Guide for Windows]
* [https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=22.04&target_type=deb_network Tensorflow » CUDA Toolkit » Ubuntu]
* [https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/dockerfiles Tensorflow » Dockerfile » Ubuntu]
* [https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/dockerfiles Tensorflow » Dockerfile » Ubuntu]
* [https://github.com/pgadmin-org/pgadmin4/blob/master/Dockerfile PgAdmin 4 » Dockerfile » Alpine]
* [https://github.com/pgadmin-org/pgadmin4/blob/master/Dockerfile PgAdmin 4 » Dockerfile » Alpine]

Revision as of 14:27, 11 February 2023

Install

sudo apt udpate
sudo apt install python3-dev python3-pip python3-venv
# sudo apt install nvidia-cuda-toolkit
apk update
apk add bash gcc musl-dev python3 python3-dev py3-pip libxslt-dev libxml2-dev
# apk add nvidia-cuda-toolkit

python3 -m venv .venv --prompt="TensorFlow"
source .venv/bin/activate
pip install --upgrade pip
python3 -m venv .venv --prompt="TensorFlow"
source .venv/bin/activate
pip install --upgrade pip

# export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
# pip install jep ads gspread

pip install tensorflow
pip show tensorflow
pip install tensorflow
pip show tensorflow

python -c 'import tensorflow as tf; print("Tensorflow Version: ", tf.__version__)'
pip uninstall tensorflow

Knowledge

python3 -m venv .venv --prompt="TensorFlow"
# source .venv/bin/activate
# (academia) $
python3 -m venv .venv --prompt="TensorFlow"
# source .venv/bin/activate
# (molecule) $
python -m venv .venv --prompt="TensorFlow"
# .venv\Scripts\activate
# (molecule) PS>

apk list --installed|grep ^bash
apk list --installed|grep  bash
apk add gcc
apk search | grep ^bash
apk search | grep  bash
apk add g++
apk info --contents bash
apk info --rdepends bash
apk add libc6-compat

sudo apt search  nvidia-cuda-toolkit
sudo apt install nvidia-cuda-toolkit
sudo find / -name 'libcudart.so*'
sudo chmod a+r /usr/lib/x86_64-linux-gnu/libcuda*

References