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# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Common items for the optimizations module."""
from abc import ABC
from abc import abstractmethod
from dataclasses import dataclass
import tensorflow as tf
@dataclass
class OptimizerConfiguration:
"""Abstract optimizer configuration."""
class Optimizer(ABC):
"""Abstract class for the optimizer."""
@abstractmethod
def get_model(self) -> tf.keras.Model:
"""Abstract method to return the model instance from the optimizer."""
@abstractmethod
def apply_optimization(self) -> None:
"""Abstract method to apply optimization to the model."""
@abstractmethod
def optimization_config(self) -> str:
"""Return string representation of the optimization config."""
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