Note: I am using the MacAir M1 chip
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miniforge3: https://github.com/conda-forge/miniforge
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conda create --prefix ./env python=X -
conda activate ./env -
Install dependencies:
conda install -c apple tensorflow-deps -
Install tf-macos:
python -m pip install tensorflow-macos -
Install tf-metal for GPU:
python -m pip install tensorflow-metal -
Install whatever packages here
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Test the installation:
import tensorflow as tf
print(f"TensorFlow has access to the following devices:\n{tf.config.list_physical_devices()}")
print(f"TensorFlow version: {tf.__version__}")