dacapo.experiments.tasks.pretrained_task
========================================

.. py:module:: dacapo.experiments.tasks.pretrained_task


Classes
-------

.. autoapisummary::

   dacapo.experiments.tasks.pretrained_task.PretrainedTask


Module Contents
---------------

.. py:class:: PretrainedTask(task_config)



   A task that uses a pretrained model. The model is loaded from a file
   and the weights are loaded from a file.

   .. attribute:: weights

      The path to the weights file.

      :type: Path

   .. method:: create_model(self, architecture) -> Model

      This method creates a model using the given architecture.

   .. rubric:: Notes

   This is a base class for all tasks that use pretrained models.


   .. py:attribute:: sub_task


   .. py:attribute:: weights


   .. py:attribute:: predictor


   .. py:attribute:: loss


   .. py:attribute:: post_processor


   .. py:attribute:: evaluator


   .. py:method:: create_model(architecture)

      Create a model using the given architecture.

      :param architecture: The architecture of the model.
      :type architecture: str

      :returns: The model created using the given architecture.
      :rtype: Model

      :raises NotImplementedError: This method is not implemented.

      .. rubric:: Examples

      >>> model = task.create_model(architecture)