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Yuliya22 [10]
3 years ago
7

Suppose you use Batch Gradient Descent to train a neural network and you plot the training error at every epoch. If you notice t

hat the training error consistently goes up, what is likely going on? How can you fix this?
Computers and Technology
1 answer:
Phantasy [73]3 years ago
6 0

Answer:

The answer is "using validation error".

Explanation:

The validation error is used to response the test for one of the queries is activated to the participant, which may not properly answer the question. These errors go up continuously after each time, the processing rate is too high and also the method is different.  

  • These errors are also unless to increase when they are actually in the problem.  
  • The training level will be that, if the learning error may not increase when the model overrides the learning set and you should stop practicing.
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int) You are the head of a division of a big Silicon Valley company and have assigned one of your engineers, Jim, the job of dev
sergeinik [125]

Answer:

Correct option is E

Explanation:

a) 2n^2+2^n operations are required for a text with n words

Thus, number of operations for a text with n=10 words is 2\cdot 10^2+2^{10}=1224 operation

Each operation takes one nanosecond, so we need 1224 nanoseconds for Jim's algorithm

b) If n=50, number of operations required is 2\cdot 50^2+2^{50}\approx 1.12589990681\times 10^{15}

To amount of times required is 1.12589990681\times 10^{15} nanoseconds which is

1125899.90685 seconds (we divided by 10^{9}

As 1$day$=24$hours$=24\times 60$minutes$=24\times 60\times 60$seconds$

The time in seconds, our algortihm runs is \frac{1125899.90685}{24\cdot 60\cdot 60}=13.0312 days

Number of days is {\color{Red} 13.0312}

c) In this case, computing order of number of years is more important than number of years itself

We note that n=100 so that 2(100)^2+2^{100}\approx 1.267650600210\times 10^{30} operation (=time in nanosecond)

Which is 1.267650600210\times 10^{21} seconds

So that the time required is 1.4671881947\times 10^{16} days

Each year comprises of 365 days so the number of years it takes is

\frac{1.4671881947\times 10^{16}}{365}=4.0197\times 10^{13} years

That is, 40.197\times 10^{12}=$Slightly more than $40$ trillion years$

4 0
4 years ago
Some jobs have a greater risk of workplace violence. Which of the following are factors that lead to an increased risk of workpl
Aliun [14]
Im not sure about B.  but if you can choose mutiple pick C,D,E  but if you can shoose only one than pick A 
3 0
3 years ago
What should you consider when developing your website content?​
Law Incorporation [45]

Answer:

what your customers are looking for.

your latest promotions and discounts.

your brand values.

whether the content will go viral or not

3 0
2 years ago
Read 2 more answers
Write a program that will prompt the user to enter an integer. The program should square the number and then print the squared n
Kay [80]

Answer:

// here is code in C++.

#include <bits/stdc++.h>

using namespace std;

// function to compute sum and product

void square(int input)

{

   // variable to store the square of number

   long long squ_num;

   calculate the square of number

   squ_num=pow(input,2);

   // print the output

   cout<<"square of "<< input<<" is: "<<squ_num<<endl;

   

}

// driver function

int main()

{

   int n;

   // read the number until user enter 0

   do{

       cout<<"enter a number!! (0 to stop):";

     // read the input from user

       cin>>n;

       // call the function to calculate square of input number

       square(n);

       

   }while(n!=0);

 

return 0;

}

Explanation:

Declare a variable "n" to read the input number from user.Call the function  square() with parameter "n".In this function, it will calculate the square  of the input number and print it.This will repeat until user enter 0 as  input.Program will ends when user give 0 as input.

Output:

enter a number!! (0 to stop):5                                                                                                                                

square of 5 is: 25                                                                                                                                            

enter a number!! (0 to stop):7                                                                                                                                

square of 7 is: 49                                                                                                                                            

enter a number!! (0 to stop):11                                                                                                                              

square of 11 is: 121                                                                                                                                          

enter a number!! (0 to stop):0

3 0
3 years ago
Given the following list of numbers, explain how a linear search would be conducted
Ray Of Light [21]

Given the way computers go about completing a linear search for an array of numbers, we can confirm that it would take about six steps to complete the search.

<h3>How do computers perform a linear search?</h3>

When given an array of numbers to search through the linear search method, the computer will follow a logical approach. It will begin at the leftmost number, in this case, the number 7, and then compare each number in the array to the number 52, one by one. When the number finally matches the parameter it is searching for, it will return the answer.

Since in this series of numbers, 52 is the fifth number, the computer will go through the 5 initial steps of comparing each number, and then complete the search with the sixth step which would be returning the index of 52.

Therefore, we can confirm that it would take about six steps for the computer to complete the search using a linear search.

To learn more about linear searches visit:

brainly.com/question/15178888?referrer=searchResults

4 0
2 years ago
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