I install tensorflow metal following official guide. Everything is fine, even with tf.test.is_gpu_available
.
But when I try to test tensorflow, here is my bug report:
libc++abi: terminating with uncaught exception of type NSException
Abort trap: 6
I am using MacBook Air (M1, 2020) with the latest OS.
My code is
import tensorflow as tf
import time
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, activation='softmax')
])
model.compile(optimizer='adam',
loss='sparse_categorical_crossentropy',
metrics=['accuracy'])
start = time.time()
model.fit(x_train, y_train, epochs=10)
end = time.time()
model.evaluate(x_test, y_test)
print("time consumed: ", end - start)
I do not think there is something wrong with my code.