
    Si	                    N    S SK Jr  S SKrS SKrS SKJr  S SKJr   " S S\5      r	g)    )annotationsN)Base)expectc                  (    \ rS rSr\SS j5       rSrg)DynamicQuantizeLinear   c                    [         R                  R                  SS// SQS9n [        R                  " / SQ5      R                  [        R                  5      n[        R                  " S[        R                  " U5      5      n[        R                  " S[        R                  " U5      5      n[        R                  " X2-
  S-  5      n[        R                  " [        SU-
  U-  5      SS5      R                  [        R                  5      n[        R                  " [        R                  " X-  5      U-   SS5      R                  [        R                  5      n[        U U/XdU/SS	9  [        R                  " / S
Q5      R                  [        R                  5      n[        R                  " S[        R                  " U5      5      n[        R                  " S[        R                  " U5      5      n[        R                  " X2-
  S-  5      n[        R                  " [        SU-
  U-  5      SS5      R                  [        R                  5      n[        R                  " [        R                  " X-  5      U-   SS5      R                  [        R                  5      n[        U U/XdU/SS	9  [        R                  " / SQ5      R                  [        R                  5      R                  S5      n[        R                  " S[        R                  " U5      5      n[        R                  " S[        R                  " U5      5      n[        R                  " X2-
  S-  5      n[        R                  " [        SU-
  U-  5      SS5      R                  [        R                  5      n[        R                  " [        R                  " X-  5      U-   SS5      R                  [        R                  5      n[        U U/XdU/SS	9  g )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          p/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/onnx/backend/test/case/node/dynamicquantizelinear.pyexportDynamicQuantizeLinear.export   s   {{$$#54 % 
 HH0188D

1bffQi(

1bffQi(**em89ggeQY'$9:AsCJJ288TGGBHHQ[)K7C@GGQ3--		
 HH:;BB2::N

1bffQi(

1bffQi(**em89ggeQY'$9:AsCJJ288TGGBHHQ[)K7C@GGQ3-:		
 HHRSVBJJWV_ 	
 

1bffQi(

1bffQi(**em89ggeQY'$9:AsCJJ288TGGBHHQ[)K7C@GGQ3-:		
     N)returnNone)__name__
__module____qualname____firstlineno__staticmethodr3   __static_attributes__r6   r5   r2   r   r      s    7
 7
r5   r   )

__future__r   numpyr   r   onnx.backend.test.case.baser   onnx.backend.test.case.noder   r   r6   r5   r2   <module>rC      s"    #   , .9
D 9
r5   