Source code for lightning.pytorch.accelerators.accelerator

# Copyright The Lightning AI team.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#     http://www.apache.org/licenses/LICENSE-2.0
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from abc import ABC
from typing import Any, Dict

import lightning.pytorch as pl
from lightning.fabric.accelerators.accelerator import Accelerator as _Accelerator
from lightning.fabric.utilities.types import _DEVICE


[docs]class Accelerator(_Accelerator, ABC):
    """The Accelerator base class for Lightning PyTorch.

    .. warning::  Writing your own accelerator is an :ref:`experimental <versioning:Experimental API>` feature.

    """

[docs]    def setup(self, trainer: "pl.Trainer") -> None:
        """Setup plugins for the trainer fit and creates optimizers.

        Args:
            trainer: the trainer instance

        """

[docs]    def get_device_stats(self, device: _DEVICE) -> Dict[str, Any]:
        """Get stats for a given device.

        Args:
            device: device for which to get stats

        Returns:
            Dictionary of device stats

        """
        raise NotImplementedError