o
    Xi	                     @  s   d dl mZ d dlmZmZmZ d dlZd dlm	  m
Z d dlmZmZ d dlmZmZ eeejf ZdddZdddZdddZdS )    )annotations)CallableSequenceUnionN)MatchFailureErrorMatchingTracer)RewriteRuleRewriteRuleSetbindingsdict[str, Dim]valir.ValueshapeSequence[str]returnboolc                 C  sb   |j d u rdS |j  t|krdS t|j |D ]\}}|| vr%|| |< q|| | kr. dS qdS )NFT)r   ranklenzip)r
   r   r   actualexpected r   U/home/ubuntu/.local/lib/python3.10/site-packages/onnxscript/rewriter/_fusion_utils.pycheck_shape_bool   s   

r   c                 C  s   |j d u rtd| d||j  t|kr+td| d|j   dt| d|tt|j |D ])\}\}}|| vrB|| |< q3|| | kr\td| d| d| d	| |  d
	|q3d S )NzThe shape of z is unknown.zThe rank of z (z" does not match the expected rank .z
Dimension z of z) does not have expected size (z).)r   r   r   r   	enumerater   )r
   r   r   ir   r   r   r   r   check_shape   s"   
 
 r   rulesRewriteRule | RewriteRuleSetr   c                   s   	dd fd	d
}|S )a0  
    Apply the given fusion rules to the model and return the number of fusions applied.

    model: The input ONNX model represented as an `ir.Model`.
    debug: If debug is True, enable pattern matching tracer for debugging.
    apply_shape_inference: If True, apply shape inference after fusions.
    Fmodelir.Modeldebugr   apply_shape_inferencer   intc                   sV    j | fi |}|rt |  |dkr)|r)t } j | fd|i| |  |S )Nr   tracer)apply_to_modelcommon_passesShapeInferencePassr   report)r    r"   r#   kwargscountr%   r   r   r   apply_to8   s   z$apply_fusion_rules.<locals>.apply_toN)FF)r    r!   r"   r   r#   r   r   r$   r   )r   r-   r   r,   r   apply_fusion_rules/   s   
r.   )r
   r   r   r   r   r   r   r   )r
   r   r   r   r   r   )r   r   r   r   )
__future__r   typingr   r   r   onnx_irironnx_ir.passes.commonpassescommonr'   onnxscript.rewriter._basicsr   r   !onnxscript.rewriter._rewrite_ruler   r	   r$   SymbolicDimDimr   r   r.   r   r   r   r   <module>   s   

