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

1. Which of the following statements about the functions of layer normalization and residual connection in the Transformer is true?

A) Residual connections primarily add depth to the model but do not aid in gradient propagation.
B) In shallow networks, residual connections are beneficial, but they aggravate the vanishing gradient problem in deep networks.
C) Layer normalization accelerates model convergence and does not affect model stability.
D) Residual connections and layer normalization help prevent vanishing gradients and exploding gradients in deep networks.

2. Which audio file formats can Huawei Cloud text-to-speech (TTS) generate?

A) MP3
B) AAC
C) PCM
D) WAV

3. Which of the following ModelArts training parameters is used to customize hyperparameters?

A) Compute Nodes
B) Hyperparameter
C) Algorithm Type
D) Resource Pool

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

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

5. How many parameters need to be learned when a 3 × 3 convolution kernel is used to perform the convolution operation on two three-channel color images?

A) 9
B) 55
C) 28
D) 10

Solutions: