
    bIg(                    :    d dl mZ d dlZd dlmZ  G d de      Zy)    )annotationsN)OpRunc                      e Zd Zd Zy)QLinearMatMulc	                   |j                  t        j                        }	|"|	|j                  t        j                        z  }	|j                  t        j                        }
|"|
|j                  t        j                        z  }
t        j                  |	|
      }|||z  |z  z  }|4||z  }t        j                  |      j                  |j
                        fS t        j                  |      j                  |j
                        fS )N)astypenpint32matmulrintdtype)selfaa_scalea_zero_pointbb_scaleb_zero_pointy_scaley_zero_pointABCDs                a/var/www/html/answerous/venv/lib/python3.12/site-packages/onnx/reference/ops/op_qlinear_matmul.py_runzQLinearMatMul._run   s     HHRXX#$$RXX..AHHRXX#$$RXX..AIIaO7"W,-#AGGAJ%%l&8&89;;
!!!''*,,    N)__name__
__module____qualname__r    r   r   r   r      s    -r   r   )
__future__r   numpyr	   onnx.reference.op_runr   r   r!   r   r   <module>r%      s    #  '-E -r   