Huawei H13-321_V2.5 real exam prep : HCIP-AI-EI Developer V2.5

  • Exam Code: H13-321_V2.5
  • Exam Name: HCIP-AI-EI Developer V2.5
  • Updated: Jun 06, 2026
  • Q&As: 62 Questions and Answers

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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

1. The technologies underlying ModelArts support a wide range of heterogeneous compute resources, allowing you to flexibly use the resources that fit your needs.

A) FALSE
B) TRUE


2. Overfitting is a condition where a model is overly simple and excessive generalization errors occur.

A) FALSE
B) TRUE


3. The development of large models should comply with ethical principles to ensure the legal, fair, and transparent use of data.

A) FALSE
B) TRUE


4. Which of the following statements about the functions of the encoder and decoder is true?

A) The output lengths of the encoder and decoder are the same.
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 decoder converts variable-length input sequences into fixed-length context vectors, encoding the information of the input sequences in the context vectors.


5. Among image preprocessing techniques, gamma correction is a common non-linear brightness adjustment method. Which of the following statements are true about the application and features of gamma correction?

A) When # < 1, the input high grayscale range is compressed, and the low grayscale range is stretched, enhancing the dark areas while compressing the bright areas.
B) Gamma correction is an enhancement technique based on exponential transformation mapping. It is used for non-linear contrast stretching.
C) Gamma correction applies only to grayscale images and does not apply to color images.
D) When # > 1, the input low grayscale range is compressed, and the high grayscale range is stretched, enhancing the bright areas while compressing the dark areas.


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: C
Question # 5
Answer: A,B,D

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