Αi<SSKr"SS5r\"S5rSrSrg)Nc2\rSrSrSrSS/rSrSrSrSr g ) RegistryzA general registry object.namerulescXl0UlgNrr)selfrs ]/var/www/html/banglarbhumi/venv/lib/python3.13/site-packages/paddle/decomposition/register.py__init__Registry.__init__s  c[U[5(de[R"U5(deXR;d SUS35eX RU'g)Nzname "z"" should not be registered before.) isinstancestrinspect isfunctionr)r op_typerules r registerRegistry.registers^'3''''!!$''''jj( WI? @ (# 7rc8URRU5$r )rget)r rs r lookupRegistry.lookup"szz~~g&&rr N) __name__ __module__ __qualname____firstlineno____doc__ __slots__r rr__static_attributes__rr rrs$!I#'rr decompositioncn^[T[5(d[S[T5S35eU4SjnU$)a4 Decorator for registering the lower function for an original op into sequence of primitive ops. Args: op_type(str): The op name Returns: wrapper: Inner wrapper function Examples: .. code-block:: python >>> from paddle.decomposition import register >>> @register.register_decomp('softmax') >>> def softmax(x, axis): ... molecular = exp(x) ... denominator = broadcast_to(sum(molecular, axis=axis, keepdim=True), x.shape) ... res = divide(molecular, denominator) ... return res zop_type must be str, but got .c4>[RTU5 U$r )_decomposition_opsr)frs r wrapper register_decomp..wrapperAs##GQ/r)rr TypeErrortype)rr+s` r register_decompr/)s7* gs # #7W aHII Nrc0[RU5nU$r )r)r)r _lowerrules r get_decomp_ruler2Hs#**73J r)rrr)r/r2r$rr r3s+''*o.>r