U rh!@sRddlmZddlZddlZddlmZddlmZd ddZ Gdd d eZ dS) ) annotationsN)Base)expectnonecCs*|jdt|jkst|j|jdd|j|jddksDtt|}t|jddD]}|dkr|t||||7<qb|dkr|t||||9<qb|dkrt||||||t||<qb|dkrt||||||t||<qb|||t||<qb|S)Naddmulmaxmin) shapelenAssertionErrornpcopyZndindextuplemaximumZminimum)dataindicesupdates reductionoutputirI/tmp/pip-unpacked-wheel-xnis5xre/onnx/backend/test/case/node/scatternd.pyscatter_nd_impl s, & &rc@sfeZdZeddddZeddddZeddddZeddd d Zeddd d Zd S) ScatterNDNone)returnc Csvtjjddddgdgd}tjddd d gd d d dgdd d d gd d ddggddd d gd d d dgdd d d gd d ddggdd d d gd d ddgddd d gd d d dggdd d d gd d ddgddd d gd d d dgggtjd}tjdgdggtjd}tjd d d d gd d d d gd d d d gddddggddddgddddgd d d d gd d d d gggtjd}t|||}t||||g|gdddS)Nrrrry)inputsoutputsZdtyperZtest_scatterndrr name onnxhelperZ make_noderarrayZfloat32Zint64rrnoderrrrrrrexport_scatternd$s6**** ** zScatterND.export_scatterndc Cs|tjjddddgdgdd}tjdd d d gd d ddgddd d gd d d dggdd d d gd d ddgddd d gd d d dggddd d gd d d dgdd d d gd d ddggddd d gd d d dgdd d d gd d ddgggtjd}tjdgdggtjd}tjd d d d gd d d d gddddgddddggddddgd d d d gd d d d gd d d d gggtjd}t|||dd}t||||g|gdddS)Nrrrrrrrr rr!r"r#r$r%r&r'r(r)rrZtest_scatternd_addr*r,r0rrrexport_scatternd_addIs8**** ** zScatterND.export_scatternd_addc Cs|tjjddddgdgdd}tjdd d d gd d ddgddd d gd d d dggdd d d gd d ddgddd d gd d d dggddd d gd d d dgdd d d gd d ddggddd d gd d d dgdd d d gd d ddgggtjd}tjdgdggtjd}tjd d d d gd d d d gddddgddddggddddgd d d d gd d d d gd d d d gggtjd}t|||dd}t||||g|gdddS)Nrrrrrrr3r!r"r#r$r%r&r'r(r)rr4Ztest_scatternd_multiplyr*r,r0rrrexport_scatternd_multiplyos8**** ** z#ScatterND.export_scatternd_multiplyc Cs|tjjddddgdgdd}tjdd d d gd d ddgddd d gd d d dggdd d d gd d ddgddd d gd d d dggddd d gd d d dgdd d d gd d ddggddd d gd d d dgdd d d gd d ddgggtjd}tjdgdggtjd}tjd d d d gd d d d gddddgddddggddddgd d d d gd d d d gd d d d gggtjd}t|||dd}t||||g|gdddS)Nrrrrrr r3r!r"r#r$r%r&r'r(r)rr4Ztest_scatternd_maxr*r,r0rrrexport_scatternd_maxs8**** ** zScatterND.export_scatternd_maxc Cs|tjjddddgdgdd}tjdd d d gd d ddgddd d gd d d dggdd d d gd d ddgddd d gd d d dggddd d gd d d dgdd d d gd d ddggddd d gd d d dgdd d d gd d ddgggtjd}tjdgdggtjd}tjd d d d gd d d d gddddgddddggddddgd d d d gd d d d gd d d d gggtjd}t|||dd}t||||g|gdddS)Nrrrrrr r3r!r"r#r$r%r&r'r(r)rr4Ztest_scatternd_minr*r,r0rrrexport_scatternd_mins8**** ** zScatterND.export_scatternd_minN) __name__ __module__ __qualname__ staticmethodr2r5r6r7r8rrrrr#s$%%%r)r) __future__rZnumpyrr-Zonnx.backend.test.case.baserZonnx.backend.test.case.noderrrrrrrs