I am running on an iMac 27" 2020 with an AMD Radeon Pro 5700 XT GPU.
% pip show tensorflow-macos
WARNING: Ignoring invalid distribution -umpy (/Users/davidlaxer/tensorflow-metal/lib/python3.8/site-packages)
Name: tensorflow-macos
Version: 2.8.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: packages@tensorflow.org
License: Apache 2.0
Location: /Users/davidlaxer/tensorflow-metal/lib/python3.8/site-packages
Requires: absl-py, astunparse, flatbuffers, gast, google-pasta, grpcio, h5py, keras, keras-preprocessing, libclang, numpy, opt-einsum, protobuf, setuptools, six, tensorboard, termcolor, tf-estimator-nightly, typing-extensions, wrapt
Required-by:
(tensorflow-metal) (base) davidlaxer@x86_64-apple-darwin13 deep-learning-with-python-notebooks % pip show tensorflow-metal
WARNING: Ignoring invalid distribution -umpy (/Users/davidlaxer/tensorflow-metal/lib/python3.8/site-packages)
Name: tensorflow-metal
Version: 0.4.0
Summary: TensorFlow acceleration for Mac GPUs.
Home-page: https://developer.apple.com/metal/tensorflow-plugin/
Author:
Author-email:
License: MIT License. Copyright © 2020-2021 Apple Inc. All rights reserved.
Location: /Users/davidlaxer/tensorflow-metal/lib/python3.8/site-packages
Requires: six, wheel
Required-by:
Here's the code in a Jupyter Notebook:
Monterey crashed in Epoch 1 of training:
callbacks = [
keras.callbacks.ModelCheckpoint("one_hot_bidir_lstm.keras",
save_best_only=True)
]
model.fit(int_train_ds, validation_data=int_val_ds, epochs=10, callbacks=callbacks)
model = keras.models.load_model("one_hot_bidir_lstm.keras")
print(f"Test acc: {model.evaluate(int_test_ds)[1]:.3f}")
Epoch 1/10
2022-04-01 08:55:17.903921: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-04-01 08:55:18.427409: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-04-01 08:55:18.463345: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-04-01 08:55:32.254473: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-04-01 08:55:32.276648: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
3/625 [..............................] - ETA: 2:03:10 - loss: nan - accuracy: 0.5000
