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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) TRUE
B) FALSE

2. Which of the following are object detection algorithms?

A) Faster-R-CNN
B) YOLO
C) R-CNN
D) SSD

3. In an image preprocessing experiment, the cv2.imread("lena.png", 1) function provided by OpenCV is used to read images. The parameter "1" in this function represents a --------- -channel image. (Fill in the blank with a number.)

4. The attention mechanism in foundation model architectures allows the model to focus on specific parts of the input data. Which of the following steps are key components of a standard attention mechanism?

A) Normalize the attention scores to obtain attention weights.
B) Calculate the dot product similarity between the query and key vectors to obtain attention scores.
C) Apply a non-linear mapping to the result obtained after the weighted summation.
D) Compute the weighted sum of the value vectors using the attention weights.

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) 10
B) 55
C) 9
D) 28

Solutions: