&Vf< "ddZddZ ddZdS)Fc d|d|d|d|}t|tr|f|z}n t|}n#t$rt |wxYwt ||krt ||D]N} t|#ttf$r(|d|dt |z }t |wxYw|rd|D}d}nd |D}d }|r|d |d |d z }t ||S)a'Transforms non-negative/positive integer/integers into an integer tuple. Args: value: int or iterable of ints. The value to validate and convert. n: int. The size of the tuple to be returned. name: string. The name of the argument being validated, e.g. "strides" or "kernel_size". This is only used to format error messages. allow_zero: bool, defaults to `False`. A `ValueError` will raised if zero is received and this argument is `False`. Returns: A tuple of n integers. zThe `z` argument must be a tuple of z integers. Received =zincluding element z of type ch|] }|dk| S.0vs `/var/www/html/software/conda/lib/python3.11/site-packages/keras/src/utils/argument_validation.py z$standardize_tuple..(s>>>AAaz>= 0ch|] }|dk| Srrrs r r z$standardize_tuple..+s???AQar z> 0z, including values z that do not satisfy `value `) isinstanceinttuple TypeError ValueErrorlentype) valuenname allow_zero error_msg value_tuple single_valueunqualified_valuesreq_msgs r standardize_tupler s # # #A # # # #  # # %,hl  (,,KK ( ( (Y'' ' ( {  q Y'' '' , ,L ,L!!!! * , , ,111 ..11 !+++  ,>>>>>?????$ 6"4 6 6+2 6 6 6 ### s<AB9C ct|ttfr|S|}|rhd}nddh}||vrt d|d||S)N>samevalidcausalr#r"z6The `padding` argument must be a list/tuple or one of . Received: )rlistrlowerr)r allow_causalpaddingallowed_valuess r standardize_paddingr+8s%$'' kkmmG+444!6*n$$ # # #  # #   Nr c |r|dS|rt|rdSt|tr||vrdStd|d|d|d|d| )z0Validates the correctness of a string-based arg.NzUnknown value for `z` argument of z. Allowed values are: r%r)callablerstrr)rallowable_strings caller_namearg_name allow_noneallow_callabless r validate_string_argr4Isem Xe__ E3  E->$>$>  h  k  0         r N)F)FF)r r+r4rr r r5sT4444n, r