Michael Hohl hohl

Software developer; serving local clients with handcrafted solutions since 2011. Mostly mobile apps, web applications and a bit of data science.

hohl / Compile Tensorflow 2.1 from source

Last active January 17, 2020 15:52

	# According to the official "Build from source" steps:
	# https://www.tensorflow.org/install/source
	pip install -U 'future>=0.17.1'
	pip install -U keras_applications --no-deps
	pip install -U keras_preprocessing --no-deps
	# My own additions
	pip install -U numpy six wheel pip

	# Download the TensorFlow 2.1 source:
	curl -LO https://github.com/tensorflow/tensorflow/archive/v2.1.0.tar.gz

hohl / Install Python 3.7 on Ubuntu

Last active January 17, 2020 12:56

	sudo apt-get install software-properties-common
	sudo add-apt-repository ppa:deadsnakes/ppa
	# Press [ENTER]
	sudo apt-get install python3.7 python3.7-{dev,venv,distutils}

	# Then create a virtual environment, for ex.:
	mkdir ~/venvs && cd ~/venvs
	python3.7 -m venv tf21
	source tf21/bin/activate

hohl / Install NVIDIA driver on Ubuntu

Last active January 17, 2020 13:24

	sudo add-apt-repository ppa:graphics-drivers/ppa
	sudo apt install -y nvidia-driver-435

hohl / Setup NVIDIA drivers, CUDA, cuDNN and TensorRT

Created January 17, 2020 15:57

	# Add NVIDIA package repositories
	wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-repo-ubuntu1804_10.1.243-1_amd64.deb
	sudo dpkg -i cuda-repo-ubuntu1804_10.1.243-1_amd64.deb
	sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
	sudo apt-get update
	wget http://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/nvidia-machine-learning-repo-ubuntu1804_1.0.0-1_amd64.deb
	sudo apt install ./nvidia-machine-learning-repo-ubuntu1804_1.0.0-1_amd64.deb
	sudo apt-get update

	# Install NVIDIA driver