
    Ng	                     J    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 )    N)Base)expectc                   &    e Zd Zedd            ZdS )DynamicQuantizeLinearreturnNc                     t           j                            ddgg d          } t          j        g d                              t          j                  }t          j        dt          j        |                    }t          j	        dt          j
        |                    }t          j        ||z
  dz            }t          j        t          d|z
  |z            dd                              t          j                  }t          j        t          j        ||z            |z   dd                              t          j                  }t          | |g|||gd	           t          j        g d
                              t          j                  }t          j        dt          j        |                    }t          j	        dt          j
        |                    }t          j        ||z
  dz            }t          j        t          d|z
  |z            dd                              t          j                  }t          j        t          j        ||z            |z   dd                              t          j                  }t          | |g|||gd	           t          j        g d                              t          j                                      d          }t          j        dt          j        |                    }t          j	        dt          j
        |                    }t          j        ||z
  dz            }t          j        t          d|z
  |z            dd                              t          j                  }t          j        t          j        ||z            |z   dd                              t          j                  }t          | |g|||gd	           d S )Nr   x)yy_scaley_zero_point)inputsoutputs)r            gq=
ףp?g      ?r      test_dynamicquantizelinear)r   r   name)g      g gr   gQ
g      'test_dynamicquantizelinear_max_adjusted)   g @g?g      @gQ
@      @g      ?g@g333333@r   g      @g(\@)      'test_dynamicquantizelinear_min_adjusted)onnxhelper	make_nodenparrayastypefloat32minimumminmaximummaxcliprounduint8r   reshape)nodeXx_minx_maxY_ScaleY_ZeroPointYs          m/var/www/html/ai-engine/env/lib/python3.11/site-packages/onnx/backend/test/case/node/dynamicquantizelinear.pyexportzDynamicQuantizeLinear.export   s`   {$$#5444 % 
 
 H0001188DD
1bfQii((
1bfQii((*eem899geQY'$9::AsCCJJ28TTGBHQ[))K7C@@GGQQ3--		
 	
 	
 	
 H:::;;BB2:NN
1bfQii((
1bfQii((*eem899geQY'$9::AsCCJJ28TTGBHQ[))K7C@@GGQQ3-:		
 	
 	
 	
 HRRRSSVBJWV__ 	
 
1bfQii((
1bfQii((*eem899geQY'$9::AsCCJJ28TTGBHQ[))K7C@@GGQQ3-:		
 	
 	
 	
 	
 	
    )r   N)__name__
__module____qualname__staticmethodr2    r3   r1   r   r      s2        7
 7
 7
 \7
 7
 7
r3   r   )numpyr   r   onnx.backend.test.case.baser   onnx.backend.test.case.noder   r   r8   r3   r1   <module>r<      st   
      , , , , , , . . . . . .9
 9
 9
 9
 9
D 9
 9
 9
 9
 9
r3   