tf.config.experimental.list_logical_devices

Return a list of logical devices created by runtime.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.config.experimental.list_logical_devices, `tf.compat.v2.config.experimental.list_logical_devices`

tf.config.experimental.list_logical_devices(
    device_type=None
)

Logical devices may correspond to physical devices or remote devices in the cluster. Operations and tensors may be placed on these devices by using the name of the LogicalDevice.

For example:

logical_devices = tf.config.experimental.list_logical_devices('GPU')
# Allocate on GPU:0
with tf.device(logical_devices[0].name):
  one = tf.constant(1)
# Allocate on GPU:1
with tf.device(logical_devices[1].name):
  two = tf.constant(2)

Args
device_type	(optional) Device type to filter by such as "CPU" or "GPU"

Returns
List of LogicalDevice objects