I tried swapping Adam for RMSprop - still get an error - but now it's a floating point error.
2022-03-29 13:35:35.219059: 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.
2022-03-29 13:35:35.219398: 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: )
Model: "sequential"
masking (Masking) (None, 1, 28) 0
layer1 (Bidirectional) (None, 1, 128) 47616
dropout (Dropout) (None, 1, 128) 0
layer2 (Bidirectional) (None, 1, 128) 98816
dropout_1 (Dropout) (None, 1, 128) 0
layer3 (Bidirectional) (None, 128) 98816
Output (Dense) (None, 1) 129
=================================================================
Total params: 245,377
Trainable params: 245,377
Non-trainable params: 0
Epoch 1/3000
2022-03-29 13:35:51.773828: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:55.049448: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:55.409149: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:58.358459: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:58.544457: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:58.809214: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:35:58.989445: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:36:01.117681: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
2022-03-29 13:36:01.338093: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type GPU is enabled.
zsh: floating point exception python test.py
This code reproduces the crash ```In [2]: import tensorflow as tf ...: ...: mnist = tf.keras.datasets.mnist ...: ...: (x_train, y_train), (x_test, y_test) = mnist.load_data() ...: x_train, x_test = x_train / 255.0, x_test / 255.0 ...: ...: model = tf.keras.models.Sequential([ ...: tf.keras.layers.Flatten(input_shape=(28, 28)), ...: tf.keras.layers.Dense(128, activation='relu'), ...: tf.keras.layers.Dropout(0.2), ...: tf.keras.layers.Dense(10) ...: ]) ...: ...: predictions = model(x_train[:1]).numpy() ...: tf.nn.softmax(predictions).numpy() ...: ...: loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True ...: ) ...: ...: loss_fn(y_train[:1], predictions).numpy() ...: ...: model.compile(optimizer = 'adam', loss = loss_fn) ...: model.fit(x_train, y_train, epochs=100) Epoch 1/100 2021-10-10 10:50:53.503460: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:112] Plugin optimizer for device_type GPU is enabled. 2021-10-10 10:50:53.527 python[25080:3485800] -[MPSGraph adamUpdateWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:gradientTensor:name:]: unrecognized selector sent to instance 0x6000037975a0 zsh: segmentation fault ipython
This code reproduces the crash ...
I have the same problem here. Python: 3.0.10 macOS: monterey 12.0.1 macbook pro 2018 with Radeon Pro 560X 4 GB
But before I upgrade to Monterey, The scripts works just fine with Big Sur.