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@@ -26,21 +26,24 @@
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#include "common.h"
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#include "pca.h"
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-int ff_pca_init(PCA *pca, int n){
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+PCA *ff_pca_init(int n){
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+ PCA *pca;
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if(n<=0)
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- return -1;
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+ return NULL;
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+ pca= av_mallocz(sizeof(PCA));
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pca->n= n;
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pca->count=0;
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pca->covariance= av_mallocz(sizeof(double)*n*n);
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pca->mean= av_mallocz(sizeof(double)*n);
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- return 0;
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+ return pca;
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}
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void ff_pca_free(PCA *pca){
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av_freep(&pca->covariance);
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av_freep(&pca->mean);
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+ av_free(pca);
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}
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void ff_pca_add(PCA *pca, double *v){
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@@ -157,13 +160,13 @@ int ff_pca(PCA *pca, double *eigenvector, double *eigenvalue){
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#include <stdlib.h>
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int main(){
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- PCA pca;
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+ PCA *pca;
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int i, j, k;
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#define LEN 8
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double eigenvector[LEN*LEN];
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double eigenvalue[LEN];
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- ff_pca_init(&pca, LEN);
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+ pca= ff_pca_init(LEN);
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for(i=0; i<9000000; i++){
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double v[2*LEN+100];
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@@ -184,21 +187,21 @@ int main(){
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v[j] -= sum/LEN;
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}*/
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// lbt1(v+100,v+100,LEN);
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- ff_pca_add(&pca, v);
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+ ff_pca_add(pca, v);
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}
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- ff_pca(&pca, eigenvector, eigenvalue);
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+ ff_pca(pca, eigenvector, eigenvalue);
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for(i=0; i<LEN; i++){
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- pca.count= 1;
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- pca.mean[i]= 0;
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+ pca->count= 1;
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+ pca->mean[i]= 0;
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// (0.5^|x|)^2 = 0.5^2|x| = 0.25^|x|
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// pca.covariance[i + i*LEN]= pow(0.5, fabs
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for(j=i; j<LEN; j++){
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- printf("%f ", pca.covariance[i + j*LEN]);
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+ printf("%f ", pca->covariance[i + j*LEN]);
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}
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printf("\n");
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}
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@@ -210,7 +213,7 @@ int main(){
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memset(v, 0, sizeof(v));
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for(j=0; j<LEN; j++){
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for(k=0; k<LEN; k++){
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- v[j] += pca.covariance[FFMIN(k,j) + FFMAX(k,j)*LEN] * eigenvector[i + k*LEN];
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+ v[j] += pca->covariance[FFMIN(k,j) + FFMAX(k,j)*LEN] * eigenvector[i + k*LEN];
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}
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v[j] /= eigenvalue[i];
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error += fabs(v[j] - eigenvector[i + j*LEN]);
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