
    /j~
                    `    d dl mZ d dlZd dlZd dlmZ d dlmZ dddZ	 G d de          Z
dS )    )annotationsN)Base)expectx
np.ndarrayaxisintreturnc                    t          j        | |d          }t          j        | |z
            }t          j        ||d          }||z  S )NT)r	   keepdims)npmaxexpsum)r   r	   x_maxtmpss        h/home/longshao/multi-rider-rag/.venv/lib/python3.11/site-packages/onnx/backend/test/case/node/softmax.pysoftmaxr      sJ    F14$///E
&U

C
s---A7N    c                  >    e Zd Zedd            Zedd            ZdS )Softmaxr   Nonec                    t           j                            ddgdg          } t          j        g dg                              t          j                  }t          |d          }t          | |g|gd	           d S )
Nr   r   yinputsoutputs)r   r      r    r	   test_softmax_exampler   r   name)	onnxhelper	make_noder   arrayastypefloat32r   r   )noder   r   s      r   exportzSoftmax.export   s    {$$5E % 
 

 Hjjj\""))"*55AAtQC!3IJJJJJJr   c                 n   t          j        g dg dg                              t           j                  } t	          |           }t
          j                            ddgdg          }t          || g|gd           t          j	        t           j
                            d	d
d                              t           j                            } t
          j                            ddgdgd          }t	          | d          }t          || g|gd           t
          j                            ddgdgd          }t	          | d          }t          || g|gd           t
          j                            ddgdgd          }t	          | d          }t          || g|gd           t
          j                            ddgdgd          }t	          | d          }t          || g|gd           t
          j                            ddgdg          }t          || g|gd           d S )N)r   r          )i'  i'  i'  i'  r   r   r   r   test_softmax_large_numberr#   r/         r   )r   r   r	   r!   test_softmax_axis_0r    test_softmax_axis_1r.   test_softmax_axis_2r   test_softmax_negative_axistest_softmax_default_axis)r   r(   r)   r*   r   r%   r&   r'   r   absrandomrandn)r   r   r+   s      r   export_softmax_axiszSoftmax.export_softmax_axis!   su   Hlll$@$@$@ABBII"*UU AJJ{$$5E % 
 

 	tQC!3NOOOOF29??1a++222:>>??{$$5E	 % 
 
 AAtQC!3HIIII{$$5E	 % 
 
 AAtQC!3HIIII{$$5E	 % 
 
 AAtQC!3HIIII{$$5E	 % 
 
 ABtQC!3OPPPP {$$5E % 
 

 	tQC!3NOOOOOOr   N)r   r   )__name__
__module____qualname__staticmethodr,   r;    r   r   r   r      s\        	K 	K 	K \	K 9P 9P 9P \9P 9P 9Pr   r   )r   )r   r   r	   r
   r   r   )
__future__r   numpyr   r%   onnx.backend.test.case.baser   onnx.backend.test.case.noder   r   r   r@   r   r   <module>rE      s    # " " " " "      , , , , , , . . . . . .    GP GP GP GP GPd GP GP GP GP GPr   