
Starting Out with C++ from Control Structures to Objects (9th Edition)
9th Edition
ISBN: 9780134498379
Author: Tony Gaddis
Publisher: PEARSON
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Chapter 7, Problem 83RQE
Program Plan Intro
Initialization of an array:
The C++ program allows the user to initialize the elements of an array while creating the array; the initialization list stores the value in an array in the specific order as they are initialized.
Example:
Consider the following snippet,
// Constant for the array size
const int num_of_days = 6;
// Initializing an array
int days[num_of_days] = {1, 2, 3, 4, 5, 6};
In the above example, the sequence of values are stored inside the braces and separated with commas is referred as initialization list.
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Here are two diagrams. Make them very explicit, similar to Example Diagram 3 (the Architecture of MSCTNN).
graph LR subgraph Teacher_Model_B [Teacher Model (Pretrained)] Input_Teacher_B[Input C (Complete Data)] --> Teacher_Encoder_B[Transformer Encoder T] Teacher_Encoder_B --> Teacher_Prediction_B[Teacher Prediction y_T] Teacher_Encoder_B --> Teacher_Features_B[Internal Features F_T] end subgraph Student_B_Model [Student Model B (Handles Missing Labels)] Input_Student_B[Input C (Complete Data)] --> Student_B_Encoder[Transformer Encoder E_B] Student_B_Encoder --> Student_B_Prediction[Student B Prediction y_B] end subgraph Knowledge_Distillation_B [Knowledge Distillation (Student B)] Teacher_Prediction_B -- Logits Distillation Loss (L_logits_B) --> Total_Loss_B Teacher_Features_B -- Feature Alignment Loss (L_feature_B) --> Total_Loss_B Partial_Labels_B[Partial Labels y_p] -- Prediction Loss (L_pred_B) --> Total_Loss_B Total_Loss_B -- Backpropagation -->…
Please provide me with the output image of both of them . below are the diagrams code
I have two diagram :
first diagram code
graph LR subgraph Teacher Model (Pretrained) Input_Teacher[Input C (Complete Data)] --> Teacher_Encoder[Transformer Encoder T] Teacher_Encoder --> Teacher_Prediction[Teacher Prediction y_T] Teacher_Encoder --> Teacher_Features[Internal Features F_T] end subgraph Student_A_Model[Student Model A (Handles Missing Values)] Input_Student_A[Input M (Data with Missing Values)] --> Student_A_Encoder[Transformer Encoder E_A] Student_A_Encoder --> Student_A_Prediction[Student A Prediction y_A] Student_A_Encoder --> Student_A_Features[Student A Features F_A] end subgraph Knowledge_Distillation_A [Knowledge Distillation (Student A)] Teacher_Prediction -- Logits Distillation Loss (L_logits_A) --> Total_Loss_A Teacher_Features -- Feature Alignment Loss (L_feature_A) --> Total_Loss_A Ground_Truth_A[Ground Truth y_gt] -- Prediction Loss (L_pred_A)…
I'm reposting my question again please make sure to avoid any copy paste from the previous answer because those answer did not satisfy or responded to the need that's why I'm asking again
The knowledge distillation part is not very clear in the diagram. Please create two new diagrams by separating the two student models:
First Diagram (Student A - Missing Values):
Clearly illustrate the student training process.
Show how knowledge distillation happens between the teacher and Student A.
Explain what the teacher teaches Student A (e.g., handling missing values) and how this teaching occurs (e.g., through logits, features, or attention).
Second Diagram (Student B - Missing Labels):
Similarly, detail the training process for Student B.
Clarify how knowledge distillation works between the teacher and Student B.
Specify what the teacher teaches Student B (e.g., dealing with missing labels) and how the knowledge is transferred.
Since these are two distinct challenges…
Chapter 7 Solutions
Starting Out with C++ from Control Structures to Objects (9th Edition)
Ch. 7.3 - Define the following arrays: A) empNums, a...Ch. 7.3 - Prob. 7.2CPCh. 7.3 - Prob. 7.3CPCh. 7.3 - Prob. 7.4CPCh. 7.3 - What is array bounds checking? Does C++ perform...Ch. 7.3 - What is the output of the following code? int...Ch. 7.3 - The following program skeleton contains a...Ch. 7.3 - Define the following arrays: A) ages, a 10-element...Ch. 7.3 - Is each of the following a valid or invalid array...Ch. 7.6 - Given the following array definition: int values[]...
Ch. 7.6 - Given the following array definition: int nums[5]...Ch. 7.6 - Prob. 7.12CPCh. 7.6 - What is the output of the following code? (You may...Ch. 7.7 - Prob. 7.14CPCh. 7.7 - Prob. 7.15CPCh. 7.7 - When used as function arguments, are arrays passed...Ch. 7.7 - What is the output of the following program? (You...Ch. 7.7 - The following program skeleton, when completed,...Ch. 7.9 - Prob. 7.19CPCh. 7.9 - How many elements are in the following array?...Ch. 7.9 - Write a statement that assigns the value 56893.12...Ch. 7.9 - Prob. 7.22CPCh. 7.9 - Prob. 7.23CPCh. 7.9 - Fill in the table below so that it shows the...Ch. 7.9 - Write a function called displayArray7. The...Ch. 7.9 - A video rental store keeps DVDs on 50 racks with...Ch. 7.11 - Prob. 7.27CPCh. 7.11 - Write a definition statement for a vector named...Ch. 7.11 - Prob. 7.29CPCh. 7.11 - Write a definition statement for a vector named...Ch. 7.11 - Prob. 7.31CPCh. 7.11 - snakes is a vector of doubles, with 10 elements....Ch. 7 - Prob. 1RQECh. 7 - Look at the following array definition: int...Ch. 7 - Why should a function that accepts an array as an...Ch. 7 - Prob. 4RQECh. 7 - Prob. 5RQECh. 7 - Prob. 6RQECh. 7 - Prob. 7RQECh. 7 - Assuming that numbers is an array of doubles, will...Ch. 7 - Prob. 9RQECh. 7 - Prob. 10RQECh. 7 - How do you establish a parallel relationship...Ch. 7 - Prob. 12RQECh. 7 - When writing a function that accepts a...Ch. 7 - What advantages does a vector offer over an array?Ch. 7 - Prob. 15RQECh. 7 - The size declarator must be a(n) ________ with a...Ch. 7 - Prob. 17RQECh. 7 - Prob. 18RQECh. 7 - The number inside the brackets of an array...Ch. 7 - C++ has no array ________ checking, which means...Ch. 7 - Starting values for an array may be specified with...Ch. 7 - If an array is partially initialized, the...Ch. 7 - If the size declarator of an array definition is...Ch. 7 - By using the same _________ for multiple arrays,...Ch. 7 - Prob. 25RQECh. 7 - Prob. 26RQECh. 7 - To pass an array to a function, pass the ________...Ch. 7 - A(n) _______ array is like several arrays of the...Ch. 7 - Its best to think of a two-dimensional array as...Ch. 7 - Prob. 30RQECh. 7 - Prob. 31RQECh. 7 - When a two-dimensional array is passed to a...Ch. 7 - The ________________ is a collection of...Ch. 7 - The two types of containers defined by the STL are...Ch. 7 - The vector data type is a(n) ____________...Ch. 7 - Prob. 36RQECh. 7 - To store a value in a vector that docs nor have a...Ch. 7 - To determine the number of elements in a vector,...Ch. 7 - Use the _______________ member function to remove...Ch. 7 - To completely clear the contents of a vector, use...Ch. 7 - Prob. 41RQECh. 7 - Prob. 42RQECh. 7 - In a program, you need to store the identification...Ch. 7 - Prob. 44RQECh. 7 - In a program, you need to store the populations of...Ch. 7 - The following code totals the values in two...Ch. 7 - Prob. 47RQECh. 7 - Prob. 48RQECh. 7 - Prob. 49RQECh. 7 - Prob. 50RQECh. 7 - Prob. 51RQECh. 7 - T F The individual elements of an array are...Ch. 7 - T F The first element in an array is accessed by...Ch. 7 - Prob. 54RQECh. 7 - Prob. 55RQECh. 7 - T F Subscript numbers may be stored in variables.Ch. 7 - T F You can write programs that use invalid...Ch. 7 - Prob. 58RQECh. 7 - T F The values in an initialization list are...Ch. 7 - T F C++ allows you to partially initialize an...Ch. 7 - T F If an array is partially initialized, the...Ch. 7 - T F If you leave an element uninitialized, you do...Ch. 7 - T F If you leave out the size declarator of an...Ch. 7 - T F The uninitialized elements of a string array...Ch. 7 - T F You cannot use the assignment operator to copy...Ch. 7 - Prob. 66RQECh. 7 - T F To pass an array to a function, pass the name...Ch. 7 - T F When defining a parameter variable to hold a...Ch. 7 - T F When an array is passed to a function, the...Ch. 7 - T F A two-dimensional array is like several...Ch. 7 - T F Its best to think of two-dimensional arrays as...Ch. 7 - T F The first size declarator (in the declaration...Ch. 7 - T F Two-dimensional arrays may be passed to...Ch. 7 - T F C++ allows you to create arrays with three or...Ch. 7 - Prob. 75RQECh. 7 - T F To use a vector, you must include the vector...Ch. 7 - T F vectors can report the number of elements they...Ch. 7 - T F You can use the [ ] operator to insert a value...Ch. 7 - T F If you add a value to a vector that is already...Ch. 7 - int sixe; double values [size];Ch. 7 - Prob. 81RQECh. 7 - Prob. 82RQECh. 7 - Prob. 83RQECh. 7 - int numbers[8] ={1,2, , ,4, , 5};Ch. 7 - float ratings[] ;Ch. 7 - Prob. 86RQECh. 7 - Prob. 87RQECh. 7 - Prob. 88RQECh. 7 - void showValues(int nums [4][]) { For (rows = 0;...Ch. 7 - Prob. 90RQECh. 7 - Largest/Smallest Array Values Write a program that...Ch. 7 - Rainfall Statistics Write a program that lets the...Ch. 7 - Chips and Salsa Write a program that lets a maker...Ch. 7 - Larger than n In a program, write a function that...Ch. 7 - Monkey Business A local zoo wants to keep track of...Ch. 7 - Rain or Shine An amateur meteorologist wants to...Ch. 7 - Number Analysis Program Write a program that asks...Ch. 7 - Lo Shu Magic Square The Lo Shu Magic Square is a...Ch. 7 - Payroll Write a program that uses the following...Ch. 7 - Drivers License Exam The local Drivers License...Ch. 7 - Prob. 11PCCh. 7 - Grade Book A teacher has five students who have...Ch. 7 - Grade Book Modification Modify the grade book...Ch. 7 - Lottery Application Write a program that simulates...Ch. 7 - vector Modification Modify the National Commerce...Ch. 7 - World Series Champions If you have downloaded this...Ch. 7 - Name Search If you have downloaded this books...Ch. 7 - Tic-Tac-Toe Game Write a program that allows two...Ch. 7 - 2D Array Operations Write a program that creates a...Ch. 7 - Prob. 22PC
Knowledge Booster
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