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

1. ------- is a model that uses a convolutional neural network (CNN) to classify texts.

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

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

3. Which of the following statements about the standard normal distribution are true?

A) The mean is 1.
B) The variance is 0.
C) The variance is 1.
D) The mean is 0.

4. Transformer models outperform LSTM when analyzing and processing long-distance dependencies, making them more effective for sequence data processing.

A) FALSE
B) TRUE

5. Vision transformer (ViT) performs well in image classification tasks. Which of the following is the main advantage of ViT?

A) It achieves fast convergence without using pre-trained models.
B) It can handle small datasets with minimal labeling required.
C) It can process high-resolution images to enhance classification accuracy.
D) The self-attention mechanism is used to capture global features of images, improving classification accuracy.

Solutions: