M1 安装tensorflow

最新推荐文章于 2024-05-16 23:19:35 发布

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最新推荐文章于 2024-05-16 23:19:35 发布 · 956 阅读

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#tensorflow #m1 #mac

本文详细介绍了在M1芯片的Mac上安装TensorFlow的步骤，包括使用Homebrew、Miniforge以及创建虚拟环境，最终成功安装并运行了TensorFlow 2.0的Demo。

1. 安装 Homebrew

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"

2. Miniforge

https://github.com/conda-forge/miniforge

bash Miniforge3-MacOSX-arm64.sh

3. 创建虚拟环境

conda create -n tensorflow python=3.9.5
conda activate tensorflow

4. 安装tensorflow

# pip install --force-reinstall numpy==1.20.2
# python -m pip uninstall tensorflow-macos
# python -m pip uninstall tensorflow-metal
## Upgrade tensorflow-deps
# conda install -c apple tensorflow-deps --force-reinstall

conda install -c apple tensorflow-deps
python -m pip install tensorflow-macos
python -m pip install tensorflow-metal


brew install libjpeg
python -m pip install matplotlib

tensorflow 2.0 Demo