以下内容参考:
- Mac m1芯片anaconda上安装tensorflow 使用资源和安装miniforge
- 这次真的搞定了在Mac M1上安装tensorflow,踩坑踩的我脚都断了 参考安装依赖包和tensorflow
一、下载tensorflow文件资源
参考1 二、安装TensorFlow
注:文章里的要在python=3.8时使用 /Users/dulei/Desktop/software/tensorflow_miniconda_macos_package下
/bin/bash ./Miniforge3-MacOSX-arm64.sh
miniforge3安装位置
/Users/dulei/miniforge3
创建虚拟环境
conda create -n tensorflow_env2 python=3.8
激活虚拟环境
conda activate tensorflow_env2
此目录下,/Users/dulei/Desktop/software/tensorflow_miniconda_macos_package/tensorflow_macos/arm64 并激活环境
libs="/Users/dulei/Desktop/software/tensorflow_miniconda_macos_package/tensorflow_macos/arm64/"
env="/Users/dulei/miniforge3/envs/tensorflow_env1"
pip install --upgrade --no-dependencies --force numpy-1.18.5-cp38-cp38-macosx_11_0_arm64.whl grpcio-1.33.2-cp38-cp38-macosx_11_0_arm64.whl h5py-2.10.0-cp38-cp38-macosx_11_0_arm64.whl
pip install absl-py astunparse flatbuffers gast google_pasta keras_preprocessing opt_einsum protobuf tensorflow_estimator termcolor typing_extensions wrapt wheel tensorboard typeguard
pip install --upgrade --force --no-dependencies tensorflow_addons-0.11.2+mlcompute-cp38-cp38-macosx_11_0_arm64.whl
pip install --upgrade --force --no-dependencies tensorflow_macos-0.1a0-cp38-cp38-macosx_11_0_arm64.whl
三、测试
conda activate tensorflow_env2
- 执行下面代码
import tensorflow as tf
print(tf.__version__)
(base) dulei@duleideMacBook-Pro 代码 % conda activate tensorflow_env2
(tensorflow_env2) dulei@duleideMacBook-Pro 代码 % python tensorflow_test.py
2.4.0-rc0
输出版本号 2. 命令行
(tensorflow_env2) dulei@duleideMacBook-Pro arm64 % python
Python 3.8.11 (default, Aug 16 2021, 12:04:33)
[Clang 12.0.0 ] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>>>
没有错误提示
四、在pycharm中使用环境
- python位置
/Users/dulei/miniforge3/envs/tensorflow_env2/bin/python3
- 添加python解释器
在pycharm中,点击1,然后2。 - 如图
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