/jVddlmZddlZddlZddlmZddlmZGddeZ dS)) annotationsN)Base)expectc&eZdZeddZdS) QLinearConvreturnNonec 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)rBrCg칟>n?r)rBrBrBrBgO\?rg{XZ?{)rQ]r54W)~r) r2"rIY)r0E<rMrGrM)Cr*r%)ry)rerktest_qlinearconv)rrname) onnxhelper make_nodenparrayuint8reshapefloat32r) noder r r rrrrroutputs l/home/longshao/multi-rider-rag/.venv/lib/python3.11/site-packages/onnx/backend/test/case/node/qlinearconv.pyexportzQLinearConv.exports{$$    E%    H111---111333//////111 (  ',   *]++x}} HaS ) ) ) 1 1, ? ?(M?"*===xRX666 *]++x}} ---222///,,,222222/// (     ',      H#      N)rr )__name__ __module__ __qualname__ staticmethodrwrxrvrr s8C C C \C C C rxr) __future__rnumpyrorlonnx.backend.test.case.baseronnx.backend.test.case.noderrr}rxrvrs#""""" ,,,,,,......E E E E E $E E E E E rx