I have a macbook pro m1 max and installed tensorflow via tensowflow-apple-download. I get the following logs every time I run a script that uses keras or tensorflow: >>> python script.py Metal device set to: Apple M1 Max systemMemory: 32.00 GB maxCacheSize: 10.67 GB 2022-09-06 02:35:38.603010: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:305] Could not identify NUMA node of platform GPU ID 0, defaulting to 0. Your kernel may not have been built with NUMA support. 2022-09-06 02:35:38.603133: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:271] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 0 MB memory) -> physical PluggableDevice (device: 0, name: METAL, pci bus id: <undefined>) 2022-09-06 02:35:38.659578: W tensorflow/core/platform/profile_utils/cpu_utils.cc:128] Failed to get CPU frequency: 0 Hz 2022-09-06 02:35:38.684142: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled. Most of the logs are irrelevant and I was able to suppress some by: import os os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' However I can't disable these logging info: >>> python script.py Metal device set to: Apple M1 Max systemMemory: 32.00 GB maxCacheSize: 10.67 GB Is there any way to make keras and tensorflow-metal silent? I don't want these logs. I have already tried without success: import tensorflow as tf tf.get_logger().setLevel('ERROR') tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR) tf.autograph.set_verbosity(2) import logging logging.getLogger('tensorflow').setLevel(logging.ERROR) Note: Uninstalling tensorflow-metal seems to suppress the logging info, however the solution is not optimal since tensorflow will run on CPU instead of GPU... >>> pip uninstall tensorflow-metal I think the logging present is now due to calling keras Sequential(): from keras.models import Sequential model = Sequential() Continue reading...
