fThtSrSSKrSSKJrJrJr SSKJr SSKJ r J r J r J r J r SSKJr "SS \5rS /rg) z Processor class for ViLT. N)ListOptionalUnion)ProcessorMixin) BatchEncodingPaddingStrategyPreTokenizedInput TextInputTruncationStrategy) TensorTypec"B^\rSrSrSrSS/rSrSrSU4SjjrS S\ \ \ \ \ \ \ 4S \ S \ \ \\4S \ \ \\4S \\S \S\\S\\ S\\ S\ S\ S\ S\ S\ S\\ \\4S\4 SjjrSrSr\S5r\S5r\S5rSrU=r$)! ViltProcessoraQ Constructs a ViLT processor which wraps a BERT tokenizer and ViLT image processor into a single processor. [`ViltProcessor`] offers all the functionalities of [`ViltImageProcessor`] and [`BertTokenizerFast`]. See the docstring of [`~ViltProcessor.__call__`] and [`~ViltProcessor.decode`] for more information. Args: image_processor (`ViltImageProcessor`, *optional*): An instance of [`ViltImageProcessor`]. The image processor is a required input. tokenizer (`BertTokenizerFast`, *optional*): An instance of ['BertTokenizerFast`]. The tokenizer is a required input. image_processor tokenizerViltImageProcessor) BertTokenizerBertTokenizerFastc >SnSU;a,[R"S[5 URS5nUbUOUnUc [ S5eUc [ S5e[ TU]X5 URUlg)Nfeature_extractorzhThe `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor` instead.z)You need to specify an `image_processor`.z"You need to specify a `tokenizer`.) warningswarn FutureWarningpop ValueErrorsuper__init__rcurrent_processor)selfrrkwargsr __class__s `/var/www/auris/envauris/lib/python3.13/site-packages/transformers/models/vilt/processing_vilt.pyrViltProcessor.__init__-s  & ( MM  !' +> ? -<-H/N_  "HI I  AB B 4!%!5!5textadd_special_tokenspadding truncation max_lengthstridepad_to_multiple_ofreturn_token_type_idsreturn_attention_maskreturn_overflowing_tokensreturn_special_tokens_maskreturn_offsets_mapping return_lengthverbosereturn_tensorsreturnc UR"SUUUUUUUU U U U U UUUS.UD6nURUUS9nURU5 U$)z This method uses [`ViltImageProcessor.__call__`] method to prepare image(s) for the model, and [`BertTokenizerFast.__call__`] to prepare text for the model. Please refer to the docstring of the above two methods for more information. )r&r'r(r)r*r+r,r-r.r/r0r1r2r3r4)r4)rrupdate)r imagesr&r'r(r)r*r+r,r-r.r/r0r1r2r3r4r!encodingencoding_image_processors r#__call__ViltProcessor.__call__@sx4>> 1!!1"7"7&?'A#9') ! &$(#7#7~#7#^ 01r%c:URR"U0UD6$)z This method forwards all its arguments to BertTokenizerFast's [`~PreTrainedTokenizer.batch_decode`]. Please refer to the docstring of this method for more information. )r batch_decoder argsr!s r#r?ViltProcessor.batch_decoders ~~**D;F;;r%c:URR"U0UD6$)z This method forwards all its arguments to BertTokenizerFast's [`~PreTrainedTokenizer.decode`]. Please refer to the docstring of this method for more information. )rdecoder@s r#rDViltProcessor.decodeys ~~$$d5f55r%cURRnURRn[[R X-55$)N)rmodel_input_namesrlistdictfromkeys)r tokenizer_input_namesimage_processor_input_namess r#rGViltProcessor.model_input_namess< $ @ @&*&:&:&L&L#DMM"7"UVWWr%cP[R"S[5 UR$)Nzg`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.)rrrimage_processor_classr s r#feature_extractor_class%ViltProcessor.feature_extractor_classs" u  )))r%cP[R"S[5 UR$)Nz[`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.)rrrrrPs r#rViltProcessor.feature_extractors" i  ###r%)r)NN)NTFNNrNNNFFFFTN)__name__ __module__ __qualname____firstlineno____doc__ attributesrOtokenizer_classrrr r rboolstrr r rintr rr<r?rDpropertyrGrQr__static_attributes__ __classcell__)r"s@r#rrs $[1J0rgs:((.wwy$Ny$x  r%