M1 Mac安裝TensorFlow開發環境
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- Author Ricky Chen
- Published 2022 年 12 月 22 日
- 0 comments Join the Conversation
今天在M1 Max筆電上安裝TensorFlow環境,以下是我的配置。
移除anaconda 可參考:https://docs.anaconda.com/anaconda/install/uninstall/
conda install anaconda-clean
anaconda-clean
xcode-select --install
conda deactivate
下載tensorflow-apple-metal-conda.yml放入自己的檔案目錄
https://github.com/RCTechStudio/tensorflow-apple-metal-conda.yml
創建Python虛擬環境與安裝TensorFlow
conda env create -f tensorflow-apple-metal-conda.yml -n tensorflow
啟動虛擬環境,在終端機前方會出現(tensorflow)
conda activate tensorflow
安裝JupyterLab
pip install jupyter-lab
啟動JupyterLab
jupyter-lab
啟動後創建Notebook
測試環境
import sys
import tensorflow.keras
import pandas as pd
import sklearn as sk
import tensorflow as tf
import platform
print(f"Python Platform: {platform.platform()}")
print(f"Tensor Flow Version: {tf.__version__}")
print(f"Keras Version: {tensorflow.keras.__version__}")
print()
print(f"Python {sys.version}")
print(f"Pandas {pd.__version__}")
print(f"Scikit-Learn {sk.__version__}")
gpu = len(tf.config.list_physical_devices('GPU'))>0
print("GPU is", "available" if gpu else "NOT AVAILABLE")
安裝完成