/jNddlmZddlZddlmZddlmZGddeZdS)) annotationsN)OpRun)_conv_implementationc&eZdZ ddZdS) ConvIntegerNc t|jdkrtd|jd|p|j}|p|j}|p|j}|p|j}| p|j} | p|j} | tj }|||z}| tj }|%||j dkr|ntj |dz}t||d||||| | tj fS)Nz3X must have at least 3 dimensions but its shape is .r)r )lenshape ValueErrorauto_pad dilationsgroup kernel_shapepadsstridesastypenpint32ndim expand_dimsr) selfXW x_zero_point w_zero_pointrrrrrrs g/home/longshao/multi-rider-rag/.venv/lib/python3.11/site-packages/onnx/reference/ops/op_conv_integer.py_runzConvInteger._run s) qw<r+s}#"""""'''''';;;;;;( ( ( ( ( %( ( ( ( ( r"