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Question # 4

Which of the following statements about overflow and underflow in numerical calculations is correct? (Multiple choice)

A.

Underflow occurs when the number close to zero Is rounded to zero

B.

Overflow occurs when the number close to zero 1s rounded to zero

C.

Overflow occurs when a large number of levels are approximated as 1P or - 1P

D.

Underflow occurs when a large number of levels are approximated as 1P or - 1P

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Question # 5

When using TensorFlow2. 0 of keras When building a neural network with an interface, the network needs to be compiled. Which of the following methods should be used to work?

A.

compile

B.

write

C.

join

D.

fit

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Question # 6

GPU Good at computationally intensive and easy to parallel programs.

A.

TRUE

B.

FALSE

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Question # 7

The Python list can be identified by ‘[]”, and the default index of the first element from left to right is 1.

A.

True

B.

False

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Question # 8

If a model has a large deviation on the test set and a small variance, it means that the model?

A.

Overfitting

B.

May be overfitting may be underfitting

C.

Just fit

D.

Underfitting

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Question # 9

Which of the following functions can numerically stabilize overflow and underflow?

A.

Softminus function

B.

Softplus function

C.

Soft max function

D.

Softmin func!Jon

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Question # 10

What model is not a cyclic neural network?

A.

RNN

B.

LSTM

C.

GBOT

D.

GRU

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Question # 11

TensorFlow2.0 The mechanism of graphs and conversations has been cancelled in.

A.

TRUE

B.

FALSE

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Question # 12

In a neural network, knowing the weight and deviations of each neuron is the most important step. If you know the exact weights and deviations of neurons in some way, you can approximate any function

What is the best way to achieve this?

A.

Random assignment, pray that they are correct

B.

Search for a combmat1on of weight and deviation until the best value 1s obtained

C.

Assign an initial value to iteratively update weight by checking the difference between the best value and the initial

D.

The above is not correct

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Question # 13

Which of the following options belong to Tensorflow concept? (Multiple Choice)

A.

Tensor

B.

Variables

C.

Placeholder

D.

Operation

E.

Conversation

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Question # 14

Python script execution mode includes interactive mode and script mode

A.

True

B.

False

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Question # 15

Tensorflow supports multi-TPU cluster computing

A.

True

B.

False

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Question # 16

Which of the following about the dictionary in Python is correct? (Multiple Choice)

A.

Each key and its corresponding value need to be separated by ":

B.

Separate the different key-value with

C.

The entire dictionary is included in the

D.

The keys of the d1cl1onary are unique and the data type 1s uniform

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Question # 17

Information theory is a branch of applied mathematics. The main research is to quantify how much information a signal contains. Who is the first to propose information theory?

A.

Minsky

B.

Turing

C.

Simon

D.

Shannon

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Question # 18

Which of the following descriptions about the Recurrent Neural Network (RNN) is correct?

A.

Can be used to process sequence data.

B.

Cannot process variable length sequence data.

C.

Unlike convolutional neural networks. parameters of RNN cannot be shared

D.

The units above the hidden layer are not associated With each other.

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Question # 19

The constituent elements of the Python identifier include: numbers, letters, and underscores.

A.

True

B.

False

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Question # 20

Which of the following does not belong to long-term memory LSTM (long Short·Term Memory) network architecture?

A.

Memory door

B.

Forget the door

C.

Input door

D.

Output door

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Question # 21

The correlation coefficient. also known as the linear correlation coefficient, is used to measure the linear relationship between two variables, which is a real number greater than zero

A.

True

B.

False

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Question # 22

When the voice recognition service is successfully called, which field is the recognition result stored in?

A.

result

B.

content

C.

data

D.

text

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Question # 23

In machine learning, what input the model needs to train itself and predict the unknown?

A.

Manual procedure

B.

Neural Networks

C.

Training algorithm

D.

historical data

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Question # 24

In what year did Huawei officially provide services in the form of cloud services, and combined with more partners to provide richer artificial intelligence practices?

A.

2002

B.

2013

C.

2015

D.

2017

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Question # 25

AI Chips are divided into business applications and can be divided into?

A.

training

B.

GPU

C.

Model building

D.

reasoning

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Question # 26

The meaning of artificial intelligence was first proposed by a scientist in 1950, and at the same time a test model of machine intelligence was proposed Who is this scientist?

A.

Minsky

B.

Zade

C.

Turing

D.

Von Neumann

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Question # 27

What are the commonly used loss functions? (Multiple choice)

A.

Mean variance

B.

Sigmoid cross entropy

C.

Soft max cross enl10py

D.

Sparse cross entropy

E.

Weighted S1gmo1d Cross Entropy

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Question # 28

Regular term can also be added to logistic regression to avoid overfitting.

A.

TRUE

B.

FALSE

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Question # 29

Which of the following are AI Subfield?

A.

Machine learning

B.

Computer vision

C.

Speech Recognition

D.

Natural language processing

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Question # 30

Which of the following can improve the computational efficiency of the neural network model? (Multjple choice)

A.

TPU

B.

GPU

C.

FPGA

D.

Large-scale distributed cluster

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Question # 31

The training error will continue to decrease as the model complexity increases.

A.

TRUE

B.

FALSE

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Question # 32

The following code was used when compiling the model:model.compile(optimizer='Adam,loss='categorical.crossentropy',metrics=[tf.keras.metrics.accuracy]), currently using evaluate When the method evaluates the

model, which of the following indicators will be output?

A.

accuracy

B.

categorical_ 1oss

C.

loss

D.

categorical accuracy

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Question # 33

What quotation marks can the Python language use? (Multiple Choice)

A.

Single quotes

B.

Double quotes

C.

Three quotes

D.

Four quotes

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Question # 34

In neural networks, which of the following methods are used to update the parameters when training the network to minimize the loss function?

A.

Forward propagation algorithm

B.

Pooling calculation

C.

Convolution calculation

D.

Backpropagation algorithm

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Question # 35

TensorFlow 2.0 stand by GPU The acceleration is mainly manifested in the parallel operation of the addition, subtraction, multiplication and division of the matrix accelerate.A. TRUE

B. FALSE

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Question # 36

In a neural network based on connectionism, each node can express a specific meaning.

A.

TRUE

B.

FALSE

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Question # 37

In May 1997, the famous "Human-Machine Wars" final computer defeated Kasparov, the world chess king, with a total score of 3.5 to 2 5. is this computer called?

A Dark blue

B. Dark green

C. Ponder

D. Blue sky

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Question # 38

What are the algorithms supported by Tensorflow? (Multiple Choice}

A.

GNN

B.

ZNN

C.

RNN (Rig ht Answers)

D.

HUT

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Question # 39

In the deep learning neural network, the perceptron is the simplest neural network. The correct statement about its structure is:

A.

There are only two hidden layers

B.

Only one hidden layer

C.

Its network uses Sigmoid Activation function

D.

Its network uses Relu Activation function

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Question # 40

From the perspective of technical architecture AI The classification of chips includes?

A.

FPGA

B.

CPU

C.

GPU

D.

ASIC

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Question # 41

The following evaluation indicators belonging to the regression algorithm are?

A.

Recall rate

B.

Confusion matrix

C.

Mean square error

D.

Accuracy

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Question # 42

Which of the following is the computing model of TensorFlow?

A.

Calculation chart

B.

Tensor

C.

Conversation

D.

Variable

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Question # 43

The following applications that are not part of the adversarial generation network are?

A.

Text generation

B.

Image generation

C.

Image Identification

D.

Data enhancement

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Question # 44

What is wrong about the image content review service?

A.

politics Test results for sensitive persons involved in politics

B.

terrorism Test results for political violence

C.

confidence Represents confidence, range 0-100

D.

labe1 Label representing each test result

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Question # 45

Not supported in the following options TensorFLow2.0 The attributes for dimensional transformation are.

A.

squeeze

B.

reshape

C.

gather

D.

transpose

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Question # 46

Use with Atlas300 (3000) What conditions need to be checked when the accelerator card server compiles and runs the program?

A.

carry out Atlas Driver Installation

B.

It has been installed CUDA Software package

C.

It has been installed Cmake Compilation tool

D.

Complete environment configuration

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Question # 47

Which of the following conditions is not a condition that n-fold bernoulli trials needs to meet?

A.

Each test was repeated under the same conditions.

B.

There are only two possible outcomes for each trial, i.e. event A occurs and event A does not occur.

C.

Each test itself is obeying normal distribution

D.

The results of each trial are independent of each other.

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Question # 48

The Python language can use the "#" at the beginning of a single line of code for code comments .

A.

True

B.

False

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Question # 49

TensorFlow 2.0 The way to view tensor dimensions in is?

A.

dimens

B.

dtype

C.

ndim

D.

device

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Question # 50

Atlas accelerate AI What processor is used for inference?

A.

Different 910 processor

B.

Different 310 processor

C.

GPU

D.

FPGA

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Question # 51

Ascend among the following options 310 And Shengteng 910 The attributes are the same?

A.

Maximum power

B.

Architecture

C.

Integer precision

D.

7nm Process

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Question # 52

What is wrong description of the normal distribution?

A.

In natural phenomena and social phenomena, many random variables obey or approximate a normal distribution.

B.

The normal distribution lakes the maximum value at the mean

C.

The larger the standard deviation the steeper the normal d1stribuhon curve

D.

The larger the standard deviation, the slower the normal distribution curve.

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Question # 53

TensorFlow only supports Python and R language

A.

True

B.

False

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Question # 54

Which descriptions are correct about python’s index? (Multiple Choice)

A.

Index from left to right defaults from 0

B.

Index from left to right defaults from 1

C.

Index from right lo left defaults from -1

D.

Index from right to left defaults from 0

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Question # 55

Which of the following statement about the matrix is incorrect?

A.

The arbitrary matrix is multiplied by the unit matrix and will not change.

B.

The transpose of the symmetric matrix A 1s also A itself.

C.

The transpose of the orthogonal matrix A is equal to the inverse of A .

D.

There is no inverse matrix for the diagonal matrix.

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