tf.config.LogicalDeviceConfiguration
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Configuration class for a logical devices.
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.
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.config.LogicalDeviceConfiguration\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.1.0/tensorflow/python/eager/context.py#L259-L276) |\n\nConfiguration class for a logical devices.\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tf.config.experimental.VirtualDeviceConfiguration`](/api_docs/python/tf/config/LogicalDeviceConfiguration)\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.config.LogicalDeviceConfiguration`](/api_docs/python/tf/config/LogicalDeviceConfiguration), [`tf.compat.v1.config.experimental.VirtualDeviceConfiguration`](/api_docs/python/tf/config/LogicalDeviceConfiguration)\n\n\u003cbr /\u003e\n\n tf.config.LogicalDeviceConfiguration(\n memory_limit=None\n )\n\nThe class specifies the parameters to configure a [`tf.config.PhysicalDevice`](../../tf/config/PhysicalDevice)\nas it is initialized to a [`tf.config.LogicalDevice`](../../tf/config/LogicalDevice) during runtime\ninitialization. Not all fields are valid for all device types.\n\nSee [`tf.config.get_logical_device_configuration`](../../tf/config/get_logical_device_configuration) and\n[`tf.config.set_logical_device_configuration`](../../tf/config/set_logical_device_configuration) for usage examples.\n\n#### Fields:\n\n- **`memory_limit`**: (optional) Maximum memory (in MB) to allocate on the virtual device. Currently only supported for GPUs.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|----------------|---------------|\n| `memory_limit` | \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e"]]
View source on GitHub