o
    q::jR                     @  sH   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 deZ	dS )    )annotationsN)Base)expectc                   @  s   e Zd ZedddZdS )QLinearMatMulreturnNonec                  C  sl  dD ]} t t| }dD ]}t t|}tjjdg ddgd}tg dg dg}|tjkr4|d	8 }||}tjd
g|d}tj|tjkrKdgndg|d}tg dg dg dg dg}|tjkrk|d	8 }||}tjdg|d}	tj|tjkrdgndg|d}
tjdg|d}tj|tjkrdgndg|d}|tjkrtg dg dg}ntg dg dg}||}t||||||	|
||g|gd|  d| d tg dg dgg dg dgg}|tjkr|d	8 }||}tjd
g|d}tj|tjkrdgndg|d}tg dg dg dg dgg dg dg dg dgg}|tjkr;|d	8 }||}tjdg|d}	tjdg|d}
tjdg|d}tj|tjkrcdgndg|d}|tjkrtg dg d gg dg d gg}ntg dg dgg dg dgg}||}t||||||	|
||g|gd!|  d| d qqd S )"N)uint8int8)float32float16r   )aa_scalea_zero_pointbb_scaleb_zero_pointy_scaley_zero_pointy)inputsoutputs)      r      )               gF%u{?)dtypeiq   )   3      )<      r   )r   r      )r         g!u|?ir   g'?v   ))   ir*   )   i)   s   r   )r-   B      test_qlinearmatmul_2D__)r   r   name)ir.   r.   )r0   '   itest_qlinearmatmul_3D_)	getattrnponnxhelper	make_nodearrayr	   astyper   )quant_type_name
quant_type
dtype_namer   noder   r   r   r   r   r   r   r   output rD   p/home/nk/hobo-godmode/plappi-mvp/.venv/lib/python3.10/site-packages/onnx/backend/test/case/node/qlinearmatmul.py
export_int   s   
















zQLinearMatMul.export_intN)r   r   )__name__
__module____qualname__staticmethodrF   rD   rD   rD   rE   r      s    r   )

__future__r   numpyr9   r:   onnx.backend.test.case.baser   onnx.backend.test.case.noder   r   rD   rD   rD   rE   <module>   s   