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H13-311_V3.5 HCIA-AI V3.5 Exam Questions and Answers

Questions 4

AI chips, also called AI accelerators, optimize matrix multiplication.

Options:

A.

TRUE

B.

FALSE

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Questions 5

What are the application scenarios of computer vision?

Options:

A.

Video action analysis

B.

Image search

C.

Smart albums

D.

Voice navigation

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Questions 6

Which of the following are common gradient descent methods?

Options:

A.

Batch gradient descent (BGD)

B.

Mini-batch gradient descent (MBGD)

C.

Multi-dimensional gradient descent (MDGD)

D.

Stochastic gradient descent (SGD)

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Questions 7

Which of the following are use cases of generative adversarial networks?

Options:

A.

Photo repair

B.

Generating face images

C.

Generating a 3D model from a 2D image

D.

Generating images from text

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Questions 8

Which of the following algorithms presents the most chaotic landscape on the loss surface?

Options:

A.

Stochastic gradient descent

B.

MGD

C.

MBGD

D.

BGD

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Questions 9

Which of the following are callback options provided by MindSpore?

Options:

A.

SummaryCollector

B.

TrainStep

C.

ModelCheckpoint

D.

LossMonitor

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Questions 10

Which of the following are subfields of AI?

Options:

A.

Backpropagation algorithm

B.

Expert system

C.

Smart finance

D.

Computer vision

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Questions 11

Huawei Cloud ModelArts provides ModelBox for device-edge-cloud joint development. Which of the following are its optimization policies?

Options:

A.

Hardware affinity

B.

Operator optimization

C.

Automatic segmentation of operators

D.

Model replication

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Questions 12

Nesterov is a variant of the momentum optimizer.

Options:

A.

TRUE

B.

FALSE

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Questions 13

Huawei Cloud EI provides knowledge graph, OCR, machine translation, and the Celia (virtual assistant) development platform.

Options:

A.

TRUE

B.

FALSE

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Questions 14

In a hyperparameter-based search, the hyperparameters of a model are searched based on the data on and the model's performance metrics.

Options:

A.

TRUE

B.

FALSE

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Questions 15

All kernels of the same convolutional layer in a convolutional neural network share a weight.

Options:

A.

TRUE

B.

FALSE

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Questions 16

The derivative of the Rectified Linear Unit (ReLU) activation function in the positive interval is always:

Options:

A.

0

B.

0.5

C.

1

D.

Variable

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Questions 17

Which of the following statements is false about feedforward neural networks?

Options:

A.

A unidirectional multi-layer structure is adopted. Each layer includes several neurons, and those in the same layer are not connected to each other. Only unidirectional inter-layer information transmission is supported.

B.

Nodes at each hidden layer represent neurons that provide the computing function.

C.

Input nodes do not provide the computing function and are used to represent only the element values of an input vector.

D.

Each neuron is connected to all neurons at the previous layer.

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Questions 18

In MindSpore, the basic unit of the neural network is nn.Cell.

Options:

A.

TRUE

B.

FALSE

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Exam Code: H13-311_V3.5
Exam Name: HCIA-AI V3.5 Exam
Last Update: Nov 13, 2024
Questions: 60

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