o wim@s@ddlmZddlZddlmZddlmZGdddeZdS)) annotationsN)OpRun)_conv_implementationc@s&eZdZ        dddZdS) ConvIntegerNc Cst|jdkrtd|jd|p|j}|p|j}|p|j}|p#|j}| p(|j} | p-|j} | t j }|r:||8}| t j }|rF||8}t ||d||||| | t j fS)Nz3X must have at least 3 dimensions but its shape is .) lenshape ValueErrorauto_pad dilationsgroup kernel_shapepadsstridesastypenpint32r) selfXW x_zero_point w_zero_pointr r r rrrr_/home/ubuntu/sommelier/.venv/lib/python3.10/site-packages/onnx/reference/ops/op_conv_integer.py_run s*          zConvInteger._run)NNNNNNNN)__name__ __module__ __qualname__rrrrrr sr) __future__rnumpyronnx.reference.op_runronnx.reference.ops.op_convrrrrrrs