Huawei : H13-321_V2.5 Questions & Answers
Updated: Sep 16, 2026
No. of Questions: 62 Questions & Answers with Testing Engine
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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: HiLens Platform Development | 20% | - Skill Development Framework - Multi-modal Data Processing - Edge Deployment Strategy - Real-time Inference Optimization |
| Topic 2: Deep Learning Fundamentals | 15% | - CNN and RNN Architectures - Neural Network Basics - Optimization Algorithms - Training and Fine-tuning |
| Topic 3: Natural Language Processing Application | 15% | - Text Preprocessing and Embedding - Language Model Fine-tuning - Text Classification Models - Named Entity Recognition |
| Topic 4: ModelArts Pro Development | 20% | - AutoML and Automatic Model Training - Model Deployment and Management - Hyperparameter Optimization - Inference Service Configuration |
| Topic 5: Image Recognition Application Development | 15% | - Object Detection Implementation - Image Segmentation - Transfer Learning with Pre-trained Models - Image Classification Models |
| Topic 6: EI Model Development Fundamentals | 15% | - HiLens Framework and Skills - Model Development Process - EI Service and Architecture - Development Environment Setup |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
Which of the following statements about the multi-head attention mechanism of the Transformer are true?
- A. Each header's query, key, and value undergo a shared linear transformation to obtain them.
- B. The multi-head attention mechanism captures information about different subspaces within a sequence.
- C. The dimension for each header is calculated by dividing the original embedded dimension by the number of headers before concatenation.
- D. The concatenated output is fed directly into the multi-headed attention mechanism.
Correct Answer: B,C 🗳️
In an HSV color space, H is for hue, S is for saturation, and V is for value. Which of the following statements about the HSV color space are true?
- A. Hue indicates the basic color attributes, such as red, green, and blue.
- B. The HSV color space perceives colors differently from human eyes, so it is not suitable for image segmentation or color analysis.
- C. Value is a measure of brightness. The image brightness can be enhanced by processing the V component of the HSV color space.
- D. Saturation describes how vivid the color is. The lower the saturation, the closer the color is to gray. The higher the saturation, the more vivid the color.
Correct Answer: A,C,D 🗳️
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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
Correct Answer: B 🗳️
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The mAP evaluation metric in object detection combines accuracy and recall.
- A. FALSE
- B. TRUE
Correct Answer: A 🗳️
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Which of the following is not an algorithm for training word vectors?
- A. FastText
- B. Word2Vec
- C. TextCNN
- D. BERT
Correct Answer: C 🗳️
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