ml_switcheroo.compiler.backends
===============================

.. py:module:: ml_switcheroo.compiler.backends

.. autoapi-nested-parse::

   Compiler Backends Package.

   Contains concrete implementations of the ``CompilerBackend`` interface
   for specific target languages/formats (e.g., Python, RDNA, SASS).



Submodules
----------

.. toctree::
   :maxdepth: 1

   /api/ml_switcheroo/compiler/backends/extras/index
   /api/ml_switcheroo/compiler/backends/python/index
   /api/ml_switcheroo/compiler/backends/python_snippet/index
   /api/ml_switcheroo/compiler/backends/rdna/index
   /api/ml_switcheroo/compiler/backends/sass/index


Classes
-------

.. autoapisummary::

   ml_switcheroo.compiler.backends.PythonBackend


Package Contents
----------------

.. py:class:: PythonBackend(framework: str = 'torch', semantics: Any = None)

   Bases: :py:obj:`ml_switcheroo.compiler.backend.CompilerBackend`


   Synthesizes a Python CST Module from a LogicalGraph.


   .. py:attribute:: framework
      :value: 'torch'



   .. py:method:: compile(graph: ml_switcheroo.compiler.ir.LogicalGraph) -> str

      Compiles the Logical Intermediate Representation (IR) into a target artifact.

      :param graph: The intermediate representation of the model structure.
      :type graph: LogicalGraph

      :returns: The compiled output (e.g., source code string, binary buffer, or AST).
      :rtype: Any



   .. py:method:: generate(graph: ml_switcheroo.compiler.ir.LogicalGraph, class_name: str = 'SwitcherooNet', original_tree: Optional[libcst.Module] = None) -> str