tf.config.LogicalDeviceConfiguration

Configuration class for a logical devices.

View aliases

Main aliases

tf.config.experimental.VirtualDeviceConfiguration

Compat aliases for migration

tf.compat.v1.config.LogicalDeviceConfiguration, tf.compat.v1.config.experimental.VirtualDeviceConfiguration, tf.compat.v2.config.LogicalDeviceConfiguration, tf.compat.v2.config.experimental.VirtualDeviceConfiguration

tf.config.LogicalDeviceConfiguration(
    memory_limit=None
)

The class specifies the parameters to configure a tf.config.PhysicalDevice as it is initialized to a tf.config.LogicalDevice during runtime initialization. Not all fields are valid for all device types.

See tf.config.get_logical_device_configuration and tf.config.set_logical_device_configuration for usage examples.

Fields:

memory_limit: (optional) Maximum memory (in MB) to allocate on the virtual device. Currently only supported for GPUs.

Attributes:

memory_limit