o toip@s<ddlmZddlZddlZddlmZGdddeZdS)) annotationsN)OpRunc@seZdZdddZdS)LRNNcCst|jdkrtd|jdt|j|j}|jd}t|dd}t |ddd} t |jdD]3} t d| |} t || | } tj |dd| | ddddfddd|dd| ddddf<q:||||||} | |jfS)Nz,LRN only applies on 4D tensors but shape is .r)axis)lenshape RuntimeErrornpzerosastypedtypemathfloorceilrangemaxminsum)selfxalphabetabiassize square_summincc1c2cbeginendyr&M/home/ubuntu/.local/lib/python3.10/site-packages/onnx/reference/ops/op_lrn.py_runs  HzLRN._run)NNNN)__name__ __module__ __qualname__r(r&r&r&r'r sr) __future__rrnumpyr onnx.reference.op_runrrr&r&r&r's