Source code for lightning.pytorch.plugins.precision.tpu_bf16

# 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.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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import os
from typing import Any, List, Literal, Tuple

import torch.nn as nn
from torch.optim import Optimizer

from lightning.pytorch.plugins.precision import TPUPrecisionPlugin


[docs]class TPUBf16PrecisionPlugin(TPUPrecisionPlugin):
    """Plugin that enables bfloats on TPUs."""

    precision: Literal["bf16-mixed"] = "bf16-mixed"

[docs]    def connect(
        self, model: nn.Module, optimizers: List[Optimizer], lr_schedulers: List[Any]
    ) -> Tuple[nn.Module, List[Optimizer], List[Any]]:
        os.environ["XLA_USE_BF16"] = "1"
        return super().connect(model=model, optimizers=optimizers, lr_schedulers=lr_schedulers)

[docs]    def teardown(self) -> None:
        os.environ.pop("XLA_USE_BF16", None)