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tensorflow: Add some functions from the config module. #11325

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Jan 31, 2024
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13 changes: 13 additions & 0 deletions stubs/tensorflow/tensorflow/config/__init__.pyi
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
from _typeshed import Incomplete
from typing import NamedTuple

from tensorflow.config import experimental as experimental

class PhysicalDevice(NamedTuple):
name: str
device_type: str

def list_physical_devices(device_type: None | str = None) -> list[PhysicalDevice]: ...
def get_visible_devices(device_type: None | str = None) -> list[PhysicalDevice]: ...
def set_visible_devices(devices: list[PhysicalDevice] | PhysicalDevice, device_type: None | str = None) -> None: ...
def __getattr__(name: str) -> Incomplete: ...
17 changes: 17 additions & 0 deletions stubs/tensorflow/tensorflow/config/experimental.pyi
Original file line number Diff line number Diff line change
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import typing_extensions
from _typeshed import Incomplete
from typing import TypedDict

from tensorflow.config import PhysicalDevice

class _MemoryInfo(TypedDict):
current: int
peak: int

def get_memory_info(device: str) -> _MemoryInfo: ...
def reset_memory_stats(device: str) -> None: ...
@typing_extensions.deprecated("This function is deprecated in favor of tf.config.experimental.get_memory_info")
def get_memory_usage(device: PhysicalDevice) -> int: ...
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Looks like this is deprecated:

@deprecation.deprecated(
    None,
    "Use tf.config.experimental.get_memory_info(device)['current'] instead.")

Consider marking it with @typing_extensions.deprecated.

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Done in 9898dc7

def get_memory_growth(device: PhysicalDevice) -> bool: ...
def set_memory_growth(device: PhysicalDevice, enable: bool) -> None: ...
def __getattr__(name: str) -> Incomplete: ...