AVhdZddlZddlZddlmZddlmZdZejdZ dZ ejd dZ y) z/Contains utility functions used by summary ops.N)ops) tf_loggingcF||}|D]}tj||y)zAdds keys to a collection. Args: val: The value to add per each key. collections: A collection of keys to add. default_collections: Used if collections is None. N)radd_to_collection)val collectionsdefault_collectionskeys U/home/dcms/DCMS/lib/python3.12/site-packages/tensorflow/python/ops/summary_op_util.pycollectr s.%K $c#s#$z [^-/\w\.]c|Jtjd|}|jd}||k7rtjd|d|d|}|S)zCleans a tag. Removes illegal characters for instance. Args: name: The original tag name to be processed. Returns: The cleaned tag name. _/z Summary name z is illegal; using z instead.)_INVALID_TAG_CHARACTERSsublstriprinfo)namenew_names r clean_tagr)sR  &**35Hs#H4ooX'( d +r c#6Kt|}t|}||ndj||}tj|||d5}||j d}n!dj||j d}||fdddy#1swYyxYww)aEnters a scope used for the summary and yields both the name and tag. To ensure that the summary tag name is always unique, we create a name scope based on `name` and use the full scope name in the tag. If `family` is set, then the tag name will be '/', where `scope_name` is `//`. This ensures that `family` is always the prefix of the tag (and unmodified), while ensuring the scope respects the outer scope from this summary was created. Args: name: A name for the generated summary node. family: Optional; if provided, used as the prefix of the summary tag name. default_name: Optional; if provided, used as default name of the summary. values: Optional; passed as `values` parameter to name_scope. Yields: A tuple `(tag, scope)`, both of which are unique and should be used for the tag and the scope for the summary to output. Nz{}/{}F) skip_on_eagerr)rformatr name_scoperstrip)rfamily default_namevaluesscope_base_namescopetags r summary_scoper#Cs, 4$ V &"NDvt0L/ ~~|V5B EJ ~ LL c NN65<<#4 5c ,   sABr,sM6 +1 $%"**\24 $$r