ml_switcheroo.compiler.frontends.rdna.analysis
==============================================

.. py:module:: ml_switcheroo.compiler.frontends.rdna.analysis

.. autoapi-nested-parse::

   RDNA Instruction Analyzer.

   This module implements heuristics to extract high-level semantic parameters
   (like Loop Bounds, Kernel Sizes) by analyzing the raw RDNA instructions
   within a basic block.

   It enables the "Lifting" process to recover parameters like `kernel_size=3`
   from `s_cmp_lt_i32 sX, 3` instructions inside a loop structure.



Classes
-------

.. autoapisummary::

   ml_switcheroo.compiler.frontends.rdna.analysis.RdnaAnalyzer


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

.. py:class:: RdnaAnalyzer

   Analyzes sequences of RDNA instructions to reverse-engineer high-level parameters.


   .. py:method:: analyze_block(kind: str, instructions: List[ml_switcheroo.compiler.frontends.rdna.nodes.Instruction]) -> Dict[str, Any]
      :staticmethod:


      Extracts metadata from a block of instructions based on the operation kind.

      :param kind: The operation type (e.g. "Conv2d", "Linear").
      :type kind: str
      :param instructions: The assembly lines inside the block.
      :type instructions: List[Instruction]

      :returns: Extracted parameters (e.g., {"k": 3}).
      :rtype: Dict[str, Any]