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Huawei HCIA-AI V3.5 Sample Questions (Q300-Q305):

NEW QUESTION # 300
In MindSpore, mindspore.nn.Conv2d() is used to create a convolutional layer. Which of the following values can be passed to this API's "pad_mode" parameter?

A. nopadding
B. same
C. valid
D. pad

Answer: B,C

Explanation:
The pad_mode parameter in mindspore.nn.Conv2d() can take values such as:
same: Ensures the output has the same spatial dimensions as the input.
valid: Performs convolution without padding, resulting in an output smaller than the input.
Other values like "pad" and "nopadding" are not valid options for the pad_mode parameter.

NEW QUESTION # 301
K Folding cross-validation refers to dividing the test data set into K Sub-data sets.

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 302
All kernels of the same convolutional layer in a convolutional neural network share a weight.

A. FALSE
B. TRUE

Answer: A

Explanation:
In a convolutional neural network (CNN), each kernel (also called a filter) in the same convolutional layer does not share weights with other kernels. Each kernel is independent and learns different weights during training to detect different features in the input data. For instance, one kernel might learn to detect edges, while another might detect textures.
However, the same kernel's weights are shared across all spatial positions it moves across the input feature map. This concept of weight sharing is what makes CNNs efficient and well-suited for tasks like image recognition.
Thus, the statement that all kernels share weights is false.
HCIA AI
Reference:
Deep Learning Overview: Detailed description of CNNs, focusing on kernel operations and weight sharing mechanisms within a single kernel, but not across different kernels.

NEW QUESTION # 303
Which of the following products is related to artificial intelligence? (Multiple Choice)

A. Voice input
B. Alpha Go
C. Self-driving
D. Huawei Mate mobile phone

Answer: A,B,C,D

NEW QUESTION # 304
In order for a machine to be intelligent, it must be knowledgeable. Therefore, there is a research field in artificial intelligence. which mainly studies how computers automatically acquire knowledge and skills to achieve self-impr011emenL What is the branch of this research called?

A. Natural language processing
B. Neural Network
C. Machine learning
D. Expert system

Answer: C

NEW QUESTION # 305
......

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