NgJddlZddlZddlmZddlmZGddeZdS)N)Base)expectc&eZdZeddZdS) QLinearConvreturnNc 4tjdgddg}tjgdgdgdgdgd gd gd gtj d }tjd}tjd}tjdgtj d}tjdgtj }tjdgtj }tjd}tjd}tjgdgdgdgdgdgdgdgtj d } t|||||||||g| gddS)Nr)xx_scale x_zero_pointww_scale w_zero_pointy_scale y_zero_pointy)inputsoutputs):);_r@)8r )rrr)'|MPf+)S)()r\*)dtype)r@rAg칟>n?r)r@r@r@r@gO\?rg{XZ?{)rQ]r34W)~r) r0"rGY)r.E<rKrErK)Cr(r#)ry)rerktest_qlinearconv)rrname) onnxhelper make_nodenparrayuint8reshapefloat32r) noder r r r r rrroutputs c/var/www/html/ai-engine/env/lib/python3.11/site-packages/onnx/backend/test/case/node/qlinearconv.pyexportzQLinearConv.export s{$$    E%    H111---111333//////111 (  ',   *]++x}} HaS ) ) ) 1 1, ? ?(M?"*===xRX666 *]++x}} ---222///,,,222222/// (     ',      H#      )rN)__name__ __module__ __qualname__ staticmethodrurvrtrr s8C C C \C C C rvr)numpyrmrjonnx.backend.test.case.baseronnx.backend.test.case.noderrr{rvrtrs~  ,,,,,,......E E E E E $E E E E E rv