| 1 | /***************************************************************************
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| 2 | C-DAC Tech Workshop : hyPACK-2013
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| 3 | October 15-18,2013
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| 4 |
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| 5 | Example : pthread-loop-carried.c
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| 6 |
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| 7 | Objective : Restructuring Loop-carried dependence to Loop-
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| 8 | independent dependence using pthread APIs
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| 9 |
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| 10 | Input : Nothing.
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| 11 |
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| 12 | Output : Time in Second for Serial And Parallel Execution.
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| 13 |
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| 14 | Created : MAY-2013
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| 15 |
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| 16 | E-mail : hpcfte@cdac.in
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| 17 |
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| 18 | ****************************************************************************/
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| 19 |
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| 20 | /*Header files inclusion */
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| 21 |
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| 22 | #include<pthread.h>
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| 23 | #include<stdio.h>
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| 24 | #include<stdlib.h>
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| 25 | #include<math.h>
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| 26 |
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| 27 | /* define size of thread and number of thread */
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| 28 | #define N 100000000
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| 29 | #define numThread 4
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| 30 | /* defining global variable */
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| 31 | const double up = 1.0;
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| 32 | double Sn = 1.0,origSn=1.0,Snp;
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| 33 | double opts[N+1];
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| 34 | double optp[N+1];
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| 35 | int dist;
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| 36 | pthread_mutex_t mutex = PTHREAD_MUTEX_INITIALIZER;
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| 37 |
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| 38 | /*call back function for thread */
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| 39 |
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| 40 | void * dowork(int threadid)
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| 41 | {
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| 42 | int n;
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| 43 | double Snpl;
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| 44 | /* logic for parallized the code using pow() function */
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| 45 | for(n=(threadid * dist) + 1 ; n<=((threadid +1) * dist); n++)
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| 46 | {
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| 47 | if(n==((threadid * dist)+1))
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| 48 | {
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| 49 | Snpl = origSn * pow(up,n);
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| 50 | }
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| 51 | else
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| 52 | {
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| 53 | Snpl = Snpl * up;
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| 54 | }
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| 55 | optp[n] = Snpl;
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| 56 | }
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| 57 |
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| 58 | if(threadid == (numThread - 1))
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| 59 | {
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| 60 | Snp=Snpl;
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| 61 | }
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| 62 |
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| 63 |
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| 64 | }
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| 65 | /* main () starts */
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| 66 | int main(int argc, char * argv [])
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| 67 | {
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| 68 |
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| 69 | /*variable declaration */
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| 70 | int n,t,status;
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| 71 | pthread_t threads[numThread];
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| 72 | pthread_attr_t pta;
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| 73 | int ret_count;
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| 74 | double time_start, time_end;
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| 75 | struct timeval tv;
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| 76 | printf("\n\t\t---------------------------------------------------------------------------");
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| 77 | printf("\n\t\t Centre for Development of Advanced Computing (C-DAC)");
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| 78 | printf("\n\t\t Email : hpcfte@cdac.in");
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| 79 | printf("\n\t\t---------------------------------------------------------------------------");
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| 80 | printf("\n\t\t Objective : Write pthread code to illustrate restructuring Loop-carried dependence to Loop-independent dependence using pthread APIs. \n ");
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| 81 | printf("\n\t\t..........................................................................\n");
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| 82 |
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| 83 |
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| 84 | if ( numThread > 8 )
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| 85 | {
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| 86 | printf("\n Number of thread should be less than or equal to 8 \n");
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| 87 | return;
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| 88 | }
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| 89 |
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| 90 | /*Taking start time for serial calculation */
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| 91 | gettimeofday(&tv,NULL);
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| 92 | time_start = (double)tv.tv_sec + (double)tv.tv_usec / 1000000.0;
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| 93 |
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| 94 | /* serial loop with loop carried Dependence */
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| 95 | for (n=0 ; n<=N; ++n)
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| 96 | {
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| 97 | opts[n] = Sn;
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| 98 | Sn = Sn * up;
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| 99 | }
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| 100 | /*Taking end time for serial calculation */
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| 101 | gettimeofday(&tv,NULL);
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| 102 | time_end = (double)tv.tv_sec + (double)tv.tv_usec / 1000000.0;
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| 103 | printf("\n\t\t Time in serial Execution in Seconds (T) : %lf",(time_end - time_start));
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| 104 |
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| 105 | dist = N/numThread;
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| 106 | optp[0]= origSn;
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| 107 | ret_count=pthread_attr_init(&pta);
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| 108 |
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| 109 | /*Taking start time for parallel calculation */
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| 110 | gettimeofday(&tv,NULL);
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| 111 | time_start = (double)tv.tv_sec + (double)tv.tv_usec / 1000000.0;
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| 112 |
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| 113 | /* Loop for Ceating Thread's */
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| 114 | for(t=0;t<numThread;t++)
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| 115 | {
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| 116 | ret_count = pthread_create(&threads[t], &pta,(void *(*) (void *)) dowork, (void *)t);
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| 117 | if (ret_count)
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| 118 | {
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| 119 | printf("ERROR; return code from pthread_create() is %d\n", ret_count);
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| 120 | exit(-1);
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| 121 | }
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| 122 |
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| 123 | }
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| 124 | /* Loop For Join Thread's */
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| 125 | for(t=0;t<numThread;t++)
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| 126 | {
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| 127 | pthread_join(threads[t],(void**) & status);
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| 128 |
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| 129 | }
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| 130 |
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| 131 |
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| 132 | Snp = Snp * up;
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| 133 | /*Taking end time for parallel calculation */
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| 134 | gettimeofday(&tv,NULL);
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| 135 | time_end = (double)tv.tv_sec + (double)tv.tv_usec / 1000000.0;
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| 136 | printf("\n\t\t Time in parallel Execution in Seconds (T) : %lf",(time_end - time_start));
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| 137 | printf("\n");
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| 138 |
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| 139 | /*Loop For Comparning The Result */
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| 140 | for (n=0 ; n<=N; ++n)
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| 141 | {
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| 142 |
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| 143 | if((float)opts[n] !=(float) optp[n])
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| 144 | {
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| 145 | printf("Result is not Same ");
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| 146 | return;
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| 147 | }
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| 148 | }
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| 149 |
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| 150 |
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| 151 | printf("\nserial Sn= %lf parallel Snp= %lf\n",Sn,Snp);
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| 152 | if((float) Sn!=(float)Snp)
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| 153 | {
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| 154 | printf("Both Serial(Sn) and Parallel (Snp) Variable are Not Same ");
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| 155 | }
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| 156 |
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| 157 | }
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