How to install TensorFlow on MacBook M1

Mori
Mar 23, 2021

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After struggling with the installation of TensorFlow on my new MacBook, I finally found a way to do it. Just follow the following steps.

1. Download and install Miniforge (conda)

/bin/bash -c "$(curl -fsSL https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-MacOSX-arm64.sh)"

2. Create an environment and activate it

Let’s call the environment “tf”. Note that at this moment, TensorFlow requires python 3.8.

conda create --name tf python=3.8;

conda activate tf

3. Download and install TensorFlow

When the path to the virtual environment (“tf”) is asked, obtain it by `conda env list`.

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/apple/tensorflow_macos/master/scripts/download_and_install.sh)"

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Mori
Mori

Written by Mori

Date Scientist/Machine Learning Engineer | Passionate about solving real-world problems | PhD in Computer Science

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