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

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

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

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

3. If OpenCV is used to read an image and save it to variable "img" during image preprocessing, (h, w) = img.
shape[:2] can be used to obtain the image size.

A) TRUE
B) FALSE

4. Maximum likelihood estimation (MLE) can be used for parameter estimation in a Gaussian mixture model (GMM).

A) TRUE
B) FALSE

5. In cases where the bright and dark areas of an image are too extreme, which of the following techniques can be used to improve the image?

A) Grayscale compression
B) Inversion
C) Gamma correction
D) Grayscale stretching

Solutions: