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:py:mod:`neural_compressor.common.base_tune`
============================================

.. py:module:: neural_compressor.common.base_tune
Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

neural_compressor.common.base_tune.FrameworkWrapper
neural_compressor.common.base_tune.BaseTuningConfig




.. py:class:: FrameworkWrapper(model)
Abstract base class for wrap framework's APIs.

FrameworkWrapper provides a uniform interface for encapsulating different framework's APIs.
This class is intended to be used by a `tuner` to obtain quantized models.


.. py:class:: BaseTuningConfig(quant_configs=None, timeout=0, max_trials=100)
Base Class for Tuning Criterion.

:param quant_configs: quantization configs. Default value is empty.
:param timeout: Tuning timeout (seconds). Default value is 0 which means early stop.
:param max_trials: Max tune times. Default value is 100. Combine with timeout field to decide when to exit.


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:py:mod:`neural_compressor.torch.tune`
======================================

.. py:module:: neural_compressor.torch.tune
Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

neural_compressor.torch.tune.TorchWrapper




.. py:class:: TorchWrapper(model: torch.nn.Module, run_fn: Optional[Callable] = None, run_args: Optional[Tuple] = None)
Concrete implementation of `FrameworkWrapper` for PyTorch models.


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