a d @sTdZddlZddlmZddlmZmZddlmZGdddZ Gd d d Z dS) zAlex RogozhnikovN) _apply_recipe)TransformRecipe_prepare_transformation_recipe) EinopsErrorcsJeZdZdZfddZddZejddedd d Z d d Z Z S) RearrangeMixinz Rearrange layer behaves identically to einops.rearrange operation. :param pattern: str, rearrangement pattern :param axes_lengths: any additional specification of dimensions See einops.rearrange for source_examples. c s$t||_||_||_dSN)super__init__pattern axes_lengthsrecipe_recipe)selfr r  __class___/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/einops/layers/__init__.pyr s zRearrangeMixin.__init__cCs>t|j}|jD]\}}|d||7}qd|jj|S)N, {}={}{}({}))reprr r itemsformatr__name__rparamsZaxislengthrrr__repr__s zRearrangeMixin.__repr__maxsizereturnc Cs^z$tt|j}t|jd|dWStyX}ztd||WYd}~n d}~00dS)N rearrangeZ operationr  Error while preparing {!r} {})tuplesortedr rrr rrrZhashable_lengthserrrr !s zRearrangeMixin.recipecCst|j|ddS)Nr#Zreduction_type)rrrxrrrr)szRearrangeMixin._apply_recipe r __module__ __qualname____doc__r r functools lru_cacherr r __classcell__rrrrr s   rcsJeZdZdZfddZddZejddedd d Z d d Z Z S) ReduceMixinaN Reduce layer behaves identically to einops.reduce operation. :param pattern: str, rearrangement pattern :param reduction: one of available reductions ('min', 'max', 'sum', 'mean', 'prod'), case-sensitive :param axes_lengths: any additional specification of dimensions See einops.reduce for source_examples. c s*t||_||_||_||_dSr)r r r reductionr r r)rr r5r rrrr 8s  zReduceMixin.__init__cCsDd|j|j}|jD]\}}|d||7}qd|jj|S)Nz {!r}, {!r}rr)rr r5r rrrrrrrr?szReduceMixin.__repr__rrr!c Cs`z&tt|j}t|j|j|dWStyZ}ztd||WYd}~n d}~00dS)Nr$r%) r&r'r rrr r5rrr(rrrr Es zReduceMixin.recipecCst|j||jdS)Nr*)rrr5r+rrrrNszReduceMixin._apply_reciper-rrrrr4-s   r4) __author__r1Z einops.einopsrZeinopsrrrrr4rrrrs   "