TensorFlow: Difference between revisions
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'''verify cuda-capable gpu:''' | '''verify cuda-capable gpu:''' | ||
lspci | grep -i nvidia | lspci | grep -i nvidia | ||
lsmod | grep -i nvidia | |||
nvidia-smi | |||
<source lang="bash"> | <source lang="bash"> | ||
Revision as of 15:37, 11 February 2023
Install
sudo apt udpate
sudo apt install python3-dev python3-pip python3-venv
# sudo apt install nvidia-cuda-toolkit
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apk update
apk add bash gcc musl-dev python3 python3-dev py3-pip libxslt-dev libxml2-dev
# apk add nvidia-cuda-toolkit
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python3 -m venv .venv --prompt="TensorFlow"
source .venv/bin/activate
pip install --upgrade pip
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python3 -m venv .venv --prompt="TensorFlow"
source .venv/bin/activate
pip install --upgrade pip
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# export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
# pip install jep ads gspread
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pip install tensorflow
pip show tensorflow
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pip install tensorflow
pip show tensorflow
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python -c 'import tensorflow as tf; print("Tensorflow Version: ", tf.__version__)'
pip uninstall tensorflow
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CUDA Toolkit
verify cuda-capable gpu: lspci | grep -i nvidia lsmod | grep -i nvidia nvidia-smi
curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub\
| sudo gpg --dearmor -o /usr/share/keyrings/cuda-archive-keyring.gpg
cat << EOF | sudo tee /etc/apt/sources.list.d/cuda-ubuntu2204-x86_64.list >/dev/null
deb [arch=$(dpkg --print-architecture)\
signed-by=/usr/share/keyrings/cuda-archive-keyring.gpg]\
https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /
EOF
sudo apt install cuda
Or: wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.0-1_all.deb sudo dpkg -i cuda-keyring_1.0-1_all.deb sudo apt update sudo apt install cuda
Knowledge
python3 -m venv .venv --prompt="TensorFlow"
# source .venv/bin/activate
# (academia) $
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python3 -m venv .venv --prompt="TensorFlow"
# source .venv/bin/activate
# (molecule) $
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python -m venv .venv --prompt="TensorFlow"
# .venv\Scripts\activate
# (molecule) PS>
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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 |
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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* |
nvidia-smi sudo apt install cuda |
References
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