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December 28, 2020 16:40
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Install CUDA for TensorFlow on Ubuntu 20.04
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# Add NVIDIA package repositories | |
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pin | |
sudo mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600 | |
sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/7fa2af80.pub | |
sudo add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ /" | |
sudo apt-get update | |
wget http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu2004/x86_64/nvidia-machine-learning-repo-ubuntu2004_1.0.0-1_amd64.deb | |
sudo apt install ./nvidia-machine-learning-repo-ubuntu2004_1.0.0-1_amd64.deb | |
sudo apt-get update | |
# Install NVIDIA driver | |
sudo apt-get install --no-install-recommends nvidia-driver-450 | |
# Reboot. Check that GPUs are visible using the command: nvidia-smi | |
wget https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/libnvinfer7_7.1.3-1+cuda11.0_amd64.deb | |
sudo apt install ./libnvinfer7_7.1.3-1+cuda11.0_amd64.deb | |
sudo apt-get update | |
# Install development and runtime libraries (~4GB) | |
sudo apt-get install --no-install-recommends \ | |
cuda-11-0 \ | |
libcudnn8=8.0.4.30-1+cuda11.0 \ | |
libcudnn8-dev=8.0.4.30-1+cuda11.0 | |
# Install TensorRT. Requires that libcudnn8 is installed above. | |
sudo apt-get install -y --no-install-recommends libnvinfer7=7.1.3-1+cuda11.0 \ | |
libnvinfer-dev=7.1.3-1+cuda11.0 \ | |
libnvinfer-plugin7=7.1.3-1+cuda11.0 |
Thank you for your help!
# Install TensorRT. Requires that libcudnn8 is installed above.
sudo apt-get install -y --no-install-recommends libnvinfer7=7.1.3-1+cuda11.0 \
libnvinfer-dev=7.1.3-1+cuda11.0 \
libnvinfer-plugin7=7.1.3-1+cuda11.0
Reading package lists... Done
Building dependency tree
Reading state information... Done
E: Version '7.1.3-1+cuda11.0' for 'libnvinfer-dev' was not found
E: Unable to locate package libnvinfer-plugin7
I have some trouble with Line 29 - 31
i tried but It isn't work
sudo apt-get install -y --no-install-recommends libnvinfer8=8.0.0-1+cuda11.0 \ libnvinfer-dev=8.0.0-1+cuda11.0 \ libnvinfer-plugin8=8.0.0-1+cuda11.0_amd64.deb libnvinfer-plugin8_8.0.0-1+cuda11.0_amd64.deb
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This should work:
sudo apt-get install --no-install-recommends \ cuda-11-0 \ libcudnn8=8.0.5.39-1+cuda11.0 \ libcudnn8-dev=8.0.5.39-1+cuda11.0