Which of the following statements about the functions of the encoder and decoder is true?
A.
The decoder converts variable-length input sequences into fixed-length context vectors, encoding the information of the input sequences in the context vectors.
B.
The encoder converts context vectors into variable-length output sequences.
C.
The encoder converts variable-length input sequences into fixed-length context vectors, encoding the information of the input sequences in the context vectors.
D.
The output lengths of the encoder and decoder are the same.
Theencoderprocesses variable-length inputs and encodes them into fixed-length context vectors that summarize the input. (Cis correct.)
Thedecodergenerates output sequences from this context, which may be of variable length.
Adescribes the decoder incorrectly;Bmixes roles;Dis false because output length depends on the target sequence, not the encoder output length.
Exact Extract from HCIP-AI EI Developer V2.5:
"The encoder transforms variable-length sequences into context vectors, which the decoder uses to generate variable-length outputs."
[Reference:HCIP-AI EI Developer V2.5 Official Study Guide – Chapter: Encoder-Decoder Functions, ]
Contribute your Thoughts:
Chosen Answer:
This is a voting comment (?). You can switch to a simple comment. It is better to Upvote an existing comment if you don't have anything to add.
Submit