U qh@s<ddlmZddlZddlZddlmZGdddeZdS)) annotationsN)OpRunc@seZdZdddZdS)LRNNcCs t|jdkr td|jdt|j|j}|jd}tt |dd}tt |ddd} t |jdD]f} t d| |} t || | } tj|dd| | ddddfddd|dd| ddddf<q|||||||} | |jfS)Nz,LRN only applies on 4D tensors but shape is .r)Zaxis)lenshape RuntimeErrornpzerosZastypeZdtypeintmathfloorceilrangemaxminsum)selfxalphabetaZbiassizeZ square_sumZmincZc1c2cbeginendyr =/tmp/pip-unpacked-wheel-xnis5xre/onnx/reference/ops/op_lrn.py_runs  HzLRN._run)NNNN)__name__ __module__ __qualname__r"r r r r!r sr) __future__rrZnumpyr Zonnx.reference.op_runrrr r r r!s