
    /j                    V    d dl mZ d dlZd dlZd dlmZ d dlmZ  G d de          Z	dS )    )annotationsN)Base)expectc                  &    e Zd Zedd            ZdS )MatMulreturnNonec                 h	   t           j                            dddgdg          } t          j                            dd                              t          j                  }t          j                            dd                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            d
dd                              t          j                  }t          j                            d
dd                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            dd
dd                              t          j                  }t          j                            dd
dd                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            dddd                              t          j                  }t          j                            dd
dd
                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            d                              t          j                  }t          j                            d
dd                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            dd
dd                              t          j                  }t          j                            d                              t          j                  }t          j        ||          }t          | ||g|gd	           t          j                            d                              t          j                  }t          j                            d                              t          j                  }t          j        ||          }t          | ||g|gd	           d S )Nr   abc)inputsoutputs      test_matmul_2d)r   r   name   test_matmul_3d   test_matmul_4dtest_matmul_bcasttest_matmul_1d_3dtest_matmul_4d_1dtest_matmul_1d_1d)
onnxhelper	make_nodenprandomrandnastypefloat32matmulr   )noder   r   r   s       g/home/longshao/multi-rider-rag/.venv/lib/python3.11/site-packages/onnx/backend/test/case/node/matmul.pyexportzMatMul.export   s   {$$:E % 
 
 IOOAq!!((44IOOAq!!((44IaOOtQFQC6FGGGG IOOAq!$$++BJ77IOOAq!$$++BJ77IaOOtQFQC6FGGGG IOOAq!Q''..rz::IOOAq!Q''..rz::IaOOtQFQC6FGGGG IOOAq!Q''..rz::IOOAq!Q''..rz::IaOOtQFQC6IJJJJ IOOA%%bj11IOOAq!$$++BJ77IaOOtQFQC6IJJJJ IOOAq!Q''..rz::IOOA%%bj11IaOOtQFQC6IJJJJ IOOA%%bj11IOOA%%bj11IaOOtQFQC6IJJJJJJ    N)r   r	   )__name__
__module____qualname__staticmethodr'    r(   r&   r   r      s8        /K /K /K \/K /K /Kr(   r   )

__future__r   numpyr   r   onnx.backend.test.case.baser   onnx.backend.test.case.noder   r   r-   r(   r&   <module>r2      s    # " " " " "      , , , , , , . . . . . .1K 1K 1K 1K 1KT 1K 1K 1K 1K 1Kr(   