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

1. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
B) For CNN, there is no difference in handling text or image tasks.
C) CNNs are suitable for image tasks, but they perform poorly in text tasks.
D) Color image input is multi-channel, whereas text input is single-channel.

2. The U-Net uses an upsampling mechanism and has a fully-connected layer.

A) TRUE
B) FALSE

3. -------- is a text representation method based on the bag of words (BoW) model. It decomposes words into subwords and then adds the vector representations of the subwords to obtain word vectors, fully utilizing character N-gram information. (Fill in the blank.)

4. What are the adjacency relationships between two pixels whose coordinates are (21,13) and (22,12)?

A) Diagonal adjacency
B) 4-adjacency
C) No adjacency relationship
D) 8-adjacency

5. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?

A) Sigmoid
B) Tanh
C) SeLU
D) ReLU

Solutions: