I am reporting the same issue on MacBook Air M2 with 16GB and 512 GB Drive. The training randomly stops after 15 minutes while the notebook indicates that the training is still going. The CPU and GPU usage drop to 0. My environment: Python 3.8.15 tensorflow-datasets      4.8.1 tensorflow-estimator     2.9.0 tensorflow-macos         2.9.2 tensorflow-metadata     1.12.0 tensorflow-metal         0.5.0 tensorflow-probability   0.15.0