zjJddlZGddZedZdZdZdS)Nc,eZdZdZddgZdZdZdZdS)RegistryzA general registry object.namerulesc"||_i|_dSN)rr)selfrs m/lsinfo/ai/hellotax_ai/data_center/backend/venv/lib/python3.11/site-packages/paddle/decomposition/register.py__init__zRegistry.__init__s  ct|tsJtj|sJ||jvsJd|d||j|<dS)Nzname "z"" should not be registered before.) isinstancestrinspect isfunctionr)r op_typerules r registerzRegistry.registersl'3'''''!$'''''dj((( @W @ @ @)((# 7r c6|j|Sr)rget)r rs r lookupzRegistry.lookup"sz~~g&&&r N)__name__ __module__ __qualname____doc__ __slots__r rrr r rrsQ$$!I###'''''r r decompositionc|tts tdtdfd}|S)ap 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 .c>t||Sr)_decomposition_opsr)frs r wrapperz register_decomp..wrapperAs##GQ///r )rr TypeErrortype)rr$s` r register_decompr')sX* gs # #JHW HHHIII Nr c:t|}|Sr)r"r)r _lowerrules r get_decomp_ruler*Hs#**733J r )rrr"r'r*rr r r+sr''''''''*Xo..>r