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//DPS915 Assignment 1 | //DPS915 Assignment 1 | ||
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//Code written by Graeme Smyth, with inspiration from course Workshop 1 | //Code written by Graeme Smyth, with inspiration from course Workshop 1 | ||
//February 7th, 2013 | //February 7th, 2013 |
Revision as of 22:43, 11 April 2013
GPU610/DPS915 | Student List | Group and Project Index | Student Resources | Glossary
Contents
Project Name TBA
Team Members
- Graeme Smyth, Some responsibility
- Roman Hotin, Some other responsibility
Progress
Assignment 3
Assignment 3 was very successful.
We are submitting the files now (7:00pm April 11th).
This Wiki page will be updated with details before the due date (11:55pm April 12th).
Assignment 2
A2 featured a significantly improved prime-counting algorithm, coupled with GPU integration.
Going from A1 to A2, our code experienced a speed-up of 6,015,300% (or 60,154x faster (literally - A1 was that inefficient)).
Kernel code for A2:
__global__ void findPrimes(int* answer, int n) { int i = threadIdx.x; int j = blockIdx.x * blockDim.x + threadIdx.x; __shared__ int blockSum[ntpb]; int check = j+1; blockSum[i] = 0; __syncthreads(); if(check >= 2 && check <= n) { bool flag = true; //Assume prime for(int x = 2; x < check && flag; x++) //Check all numbers 2 to "check" if(check % x == 0) //If divisible by x flag = false; //Found to not be prime if(flag) //If prime blockSum[i] = 1; //Add one to our numbers } __syncthreads(); //Ensure all threads are caught up for (int stride = blockDim.x >> 1; stride > 0; stride >>= 1) { if (i < stride) blockSum[i] += blockSum[i + stride]; __syncthreads(); } if (i == 0) answer[blockIdx.x] = blockSum[0]; }
Sample output from A2, for demonstration:
Demonstration of how efficient A2 runs for n = 1,000 (for comparison, A1 took 20.78 seconds).
Assignment 1
Graeme Smyth
Topic
Making parallel an application which calculates the first n primes.
//DPS915 Assignment 1 // //Graeme Smyth //Code written by Graeme Smyth, with inspiration from course Workshop 1 //February 7th, 2013 #include <iostream> #include <iomanip> #include <cstdlib> #include <cmath> #include <ctime> using namespace std; bool isPrime(int x) { for(int a = 0; a < x; a++) //a is any integer [0,x) for(int b = 0; b < x; b++) //b is any integer [0,x) if(a * b == x) //If a * b = x, then x has two integers that multiply to form it, return false; //hence x is not prime return true; //If we haven't returned by this point, x must be prime. } void findPrimes(int* answers, int n) { for(int i = 1, primesFound = 0; primesFound < n; i++) //Keep going until we have found n primes if(isPrime(i)) //Test if "i" is prime answers[primesFound++] = i; //If it is, record it } //Main takes one argument, integer n, and calculates the first n primes. int main(int argc, char* argv[]) { time_t timeStart, timeEnd; //Check argument count if (argc != 2) { cerr << "**invalid number of arguments**" << endl; return 1; } int n = atoi(argv[1]); int* answers = new int[n]; timeStart = time(nullptr); //Start timing findPrimes(answers, n); timeEnd = time(nullptr); //Finish timing delete answers; cout << setprecision(3); cout << "Elapsed time : " << difftime(timeEnd, timeStart) << endl; }
Roman Hotin
Topic
encrypting text
#include <iostream> #include <cstdlib> #include <ctime> #include <cstring> #include <string> #include <cctype> using namespace std; void Encrypt(string&); string Decrypt(string strTarget); int main(int argc, char* argv[]) { //initialize and get the string from the user string strTarget; cout << "Enter a string to encrypt: "; //getline(cin,strTarget); strTarget = argv[1]; string temp(strTarget); Encrypt(strTarget); cout << "Encrypted: " << strTarget << endl; cout << "Decrypted: " << Decrypt(strTarget) << endl; return 0; } void Encrypt(string &strTarget) { int len = strTarget.length(); char a; string strFinal(strTarget); for (int i = 0; i <= (len-1); i++) { a = strTarget.at(i); int b = (int)a; //get the ASCII value of 'a' b += 2; //Mulitply the ASCII value by 2 if (b > 254) { b = 254; } a = (char)b; //Set the new ASCII value back into the char strFinal.insert(i , 1, a); //Insert the new Character back into the string } string strEncrypted(strFinal, 0, len); strTarget = strEncrypted; } string Decrypt(string strTarget) { int len = strTarget.length(); char a; string strFinal(strTarget); for (int i = 0; i <= (len-1); i++) { a = strTarget.at(i); int b = (int)a; b -= 2; a = (char)b; strFinal.insert(i, 1, a); } string strDecrypted(strFinal, 0, len); return strDecrypted; }