X-Git-Url: https://s3miclassical.com/gitweb/?p=strong_simulation_stabilizer_rank.git;a=blobdiff_plain;f=strongsim6_relerr.c;fp=strongsim6_relerr.c;h=31bfb1cb9820740fc6936f076b1b978fafb29931;hp=0000000000000000000000000000000000000000;hb=f36d60f8c85e0879a7d2b52e816638d2b4fdf86a;hpb=a85d4d567fc589503c5e263e1520295c8d433a45

diff --git a/strongsim6_relerr.c b/strongsim6_relerr.c
new file mode 100644
index 0000000..31bfb1c
--- /dev/null
+++ b/strongsim6_relerr.c
@@ -0,0 +1,432 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include <complex.h>
+#include <time.h>
+#include "matrix.h"
+#include "exponentialsum.h"
+#include "shrinkstar.h"
+#include "extend.h"
+#include "measurepauli.h"
+#include "innerproduct.h"
+#include "randomstabilizerstate.h"
+
+#define ZEROTHRESHOLD (0.00000001)
+
+int readPaulicoeffs(int *omega, int *alpha, int *beta, int *gamma, int *delta, int numqubits);
+
+// order of matrix elements is [row][column]!!!
+
+int main(int argc, char *argv[])
+{
+
+  if(argc != 2) {
+    printf("strongsim6_rellerr argument: \"number of stabilizer state samples\"\n");
+    exit(0);
+  }
+
+  int NUMSTABSTATESAMPLES = atoi(argv[1]);        // number of stabilizer state samples
+
+  int N;                  // number of qubits
+  scanf("%d", &N);
+
+  if(N%6 != 0) {
+    printf("'N' needs to be a multiple of 6 for a k=6 tensor factor decomposition!\n");
+    return 1;
+  }
+
+  int T;              // number of T gate magic states (set to the first 'K' of the 'N' qubits -- the rest are set to the '0' computational basis state)
+  scanf("%d", &T);
+
+  int omega[N]; // max of N measurements
+  int alpha[N][N], beta[N][N], gamma[N][N], delta[N][N]; // max of N measurements of N Paulis
+  int Paulicounter = 0;
+
+  int i, j, k, l, m;
+
+  FILE *fp;
+  char buff[255];
+
+  srand((unsigned)time(NULL)); // seeding the random number generator for randomstabilizerstate()
+  
+  fp = fopen("Pd.txt", "r");
+
+  if(fscanf(fp, "%s", buff) == EOF) {
+    printf("Error: Pd.txt should start with the number N of P(d) of values tabulated.");
+    return 1;
+  }
+  
+  double** Pd;
+
+  int PdN = atoi(buff);
+
+  Pd = calloc(PdN, sizeof(double*));
+  for(i=0; i<PdN; i++) 
+    Pd[i] = calloc(PdN+1, sizeof(double));
+
+  double tmp;
+  
+  for(i=1; i<PdN; i++) {
+    tmp = 0.0;
+    for(j=0; j<=i; j++) {
+      if(fscanf(fp, "%s", buff) == EOF) {
+	printf("Error: expected more values tabulated for P(d) for N=%d", PdN);
+	return 1;
+      }
+      Pd[i][j] = atof(buff);
+      //printf("%e ", Pd[i][j]);
+      tmp += Pd[i][j];
+    }
+    //printf("\n");
+    //printf("total=%f\n", tmp);
+  }
+
+
+  double complex coeffb60 = (-16.0+12.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(6.0*PI*I/8.0)/8.0*cpow(2.0,3.0);
+  double complex coeffb66 = (96.0-68.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(6.0*PI*I/8.0)/8.0*cpow(2.0,3.0);
+  double complex coeffe6 = (10.0-7.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(6.0*PI*I/8.0)*cpow(2.0,2.5);
+  double complex coeffo6 = (-14.0+10.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(-14.0*PI*I/8.0)*cpow(2.0,2.5);
+  double complex coeffk6 = (7.0-5.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(-8.0*PI*I/8.0)*4.0*csqrt(2.0)*cpow(2.0,0.5);
+  double complex coeffphiprime = (10.0-7.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(2.0*PI*I/8.0)*cpow(2.0,2.5);
+  double complex coeffphidprime = (10.0-7.0*sqrt(2.0)+0.0*I)*pow(cos(PI/8.0),6)*cexp(2.0*PI*I/8.0)*cpow(2.0,2.5);
+
+  // b60
+  int n1 = 6; int k1 = 6; int (*(G1[])) = { (int[]) {1, 0, 0, 0, 0, 0}, (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}}; int (*(GBar1[])) = { (int[]) {1, 0, 0, 0, 0, 0}, (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}}; int h1[] = {0, 0, 0, 0, 0, 0}; int Q1 = 0; int D1[] = {0, 0, 0, 0, 0, 0}; int (*(J1[])) = { (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0} };
+  // b66
+  int n2 = 6; int k2 = 6; int (*(G2[])) = { (int[]) {1, 0, 0, 0, 0, 0}, (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}}; int (*(GBar2[])) = { (int[]) {1, 0, 0, 0, 0, 0}, (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}}; int h2[] = {0, 0, 0, 0, 0, 0}; int Q2 = 4; int D2[] = {4, 4, 4, 4, 4, 4}; int (*(J2[])) = { (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0}, (int[]) {0, 0, 0, 0, 0, 0} };
+  // e6
+  int n3 = 6; int k3 = 5; int (*(G3[])) = { (int[]) {1, 1, 0, 0, 0, 0}, (int[]) {1, 0, 1, 0, 0, 0}, (int[]) {1, 0, 0, 1, 0, 0}, (int[]) {1, 0, 0, 0, 1, 0}, (int[]) {1, 0, 0, 0, 0, 1}, (int[]) {1, 0, 0, 0, 0, 0} }; int (*(GBar3[])) = { (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}, (int[]) {1, 1, 1, 1, 1, 1} }; int h3[] = {1, 0, 0, 0, 0, 0}; int Q3 = 4; int D3[] = {0, 0, 0, 0, 0}; int (*(J3[])) = { (int[]) {0, 4, 4, 4, 4}, (int[]) {4, 0, 4, 4, 4}, (int[]) {4, 4, 0, 4, 4}, (int[]) {4, 4, 4, 0, 4}, (int[]) {4, 4, 4, 4, 0}  };
+  // o6
+  int n4 = 6; int k4 = 5; int (*(G4[])) = { (int[]) {1, 1, 0, 0, 0, 0}, (int[]) {1, 0, 1, 0, 0, 0}, (int[]) {1, 0, 0, 1, 0, 0}, (int[]) {1, 0, 0, 0, 1, 0}, (int[]) {1, 0, 0, 0, 0, 1}, (int[]) {1, 0, 0, 0, 0, 0} }; int (*(GBar4[])) = { (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}, (int[]) {1, 1, 1, 1, 1, 1} }; int h4[] = {0, 0, 0, 0, 0, 0}; int Q4 = 4; int D4[] = {4, 4, 4, 4, 4}; int (*(J4[])) = { (int[]) {0, 4, 4, 4, 4}, (int[]) {4, 0, 4, 4, 4}, (int[]) {4, 4, 0, 4, 4}, (int[]) {4, 4, 4, 0, 4}, (int[]) {4, 4, 4, 4, 0}  };
+  // k6
+  int n5 = 6; int k5 = 1; int (*(G5[])) = { (int[]) {1, 1, 1, 1, 1, 1}, (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1} }; int (*(GBar5[])) = { (int[]) {1, 0, 0, 0, 0, 0}, (int[]) {1, 1, 0, 0, 0, 0}, (int[]) {1, 0, 1, 0, 0, 0}, (int[]) {1, 0, 0, 1, 0, 0}, (int[]) {1, 0, 0, 0, 1, 0}, (int[]) {1, 0, 0, 0, 0, 1} }; int h5[] = {1, 1, 1, 1, 1, 1}; int Q5 = 6; int D5[] = {2}; int (*(J5[])) = { (int[]) {4} };
+  // phiprime
+  int n6 = 6; int k6 = 5; int (*(G6[])) = { (int[]) {1, 1, 0, 0, 0, 0}, (int[]) {1, 0, 1, 0, 0, 0}, (int[]) {1, 0, 0, 1, 0, 0}, (int[]) {1, 0, 0, 0, 1, 0}, (int[]) {1, 0, 0, 0, 0, 1}, (int[]) {1, 0, 0, 0, 0, 0} }; int (*(GBar6[])) = { (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}, (int[]) {1, 1, 1, 1, 1, 1} }; int h6[] = {1, 0, 0, 0, 0, 0}; int Q6 = 0; int D6[] = {0, 0, 0, 0, 0}; int (*(J6[])) = { (int[]) {0, 4, 0, 0, 4}, (int[]) {4, 0, 4, 0, 0}, (int[]) {0, 4, 0, 4, 0}, (int[]) {0, 0, 4, 0, 4}, (int[]) {4, 0, 0, 4, 0}  };
+  // phidoubleprime
+  int n7 = 6; int k7 = 5; int (*(G7[])) = { (int[]) {1, 1, 0, 0, 0, 0}, (int[]) {1, 0, 1, 0, 0, 0}, (int[]) {1, 0, 0, 1, 0, 0}, (int[]) {1, 0, 0, 0, 1, 0}, (int[]) {1, 0, 0, 0, 0, 1}, (int[]) {1, 0, 0, 0, 0, 0} }; int (*(GBar7[])) = { (int[]) {0, 1, 0, 0, 0, 0}, (int[]) {0, 0, 1, 0, 0, 0}, (int[]) {0, 0, 0, 1, 0, 0}, (int[]) {0, 0, 0, 0, 1, 0}, (int[]) {0, 0, 0, 0, 0, 1}, (int[]) {1, 1, 1, 1, 1, 1} }; int h7[] = {1, 0, 0, 0, 0, 0}; int Q7 = 0; int D7[] = {0, 0, 0, 0, 0}; int (*(J7[])) = { (int[]) {0, 0, 4, 4, 0}, (int[]) {0, 0, 0, 4, 4}, (int[]) {4, 0, 0, 0, 4}, (int[]) {4, 4, 0, 0, 0}, (int[]) {0, 4, 4, 0, 0}  };
+
+
+  int *K; int ***G; int ***GBar; int **h; int *Q; int **D; int ***J;
+  double complex Gamma[(int)pow(7,N/6)]; // prefactor in front of resultant state
+  G = calloc(pow(7,N/6),sizeof(int*)); GBar = calloc(pow(7,N/6),sizeof(int*));
+  h = calloc(pow(7,N/6),sizeof(int*));
+  
+  J = calloc(pow(7,N/6),sizeof(int*)); D = calloc(pow(7,N/6),sizeof(int*)); Q = calloc(pow(7,N/6),sizeof(int));
+
+  K = calloc(pow(7,N/6), sizeof(int));
+
+  int origK, origQ, *origD;
+  int **origJ;
+  int **origG, **origGBar;
+  int *origh;
+  double complex origGamma;
+
+  int combination; // a particular combination from the linear combo of stabilizer states making up the tensor factors multiplied together
+  
+
+  for(j=0; j<pow(7,N/6); j++) { // there will be 7^(N/6) combinations when using k=12 tensor factors
+
+    combination = j;
+
+    K[j] = 0.0;
+    
+    for(k=0; k<N/6; k++) {
+      K[j] += (((combination%7)==6)*k7 + ((combination%7)==5)*k6 + ((combination%7)==4)*k5 + ((combination%7)==3)*k4 + ((combination%7)==2)*k3 + ((combination%7)==1)*k2 + ((combination%7)==0)*k1);
+      combination /= 7;
+    }
+    combination = j;
+
+    Gamma[j] = 1.0;
+
+    G[j] = calloc(N, sizeof(int*)); GBar[j] = calloc(N, sizeof(int*));
+    h[j] = calloc(N, sizeof(int));
+
+    if(K[j] > 0) {
+      J[j] = calloc(K[j], sizeof(int*)); D[j] = calloc(K[j], sizeof(int));
+      for(k=0; k<K[j]; k++)
+	J[j][k] = calloc(K[j], sizeof(int));
+    }
+
+    for(k=0; k<N; k++) {
+      G[j][k] = calloc(N, sizeof(int)); GBar[j][k] = calloc(N, sizeof(int));
+    }
+
+    int Kcounter = 0; // Kcounter keeps track of the K<=N that we have added already to the G rows etc. for each combination that is indexed by the digits (base 3) of 'j' in that we go through with 'k'
+    int Kcombo; // Kcombo stores the k<(n1=n2=n3) dimension of the member of the combination that we are currently adding
+    for(k=0; k<N/6; k++) {
+
+      Q[j] += (((combination%7)==6)*Q7 + ((combination%7)==5)*Q6 + ((combination%7)==4)*Q5 + ((combination%7)==3)*Q4 + ((combination%7)==2)*Q3 + ((combination%7)==1)*Q2 + ((combination%7)==0)*Q1);
+      
+
+      Gamma[j] *= (((combination%7)==6)*coeffphidprime + ((combination%7)==5)*coeffphiprime + ((combination%7)==4)*coeffk6 + ((combination%7)==3)*coeffo6 + ((combination%7)==2)*coeffe6 + ((combination%7)==1)*coeffb66 + ((combination%7)==0)*coeffb60);
+
+      Kcombo = (((combination%7)==6)*k7 + ((combination%7)==5)*k6 + ((combination%7)==4)*k5 + ((combination%7)==3)*k4 + ((combination%7)==2)*k3 + ((combination%7)==1)*k2 + ((combination%7)==0)*k1);
+      for(l=0; l<Kcombo; l++) {
+	// D1 has a different number of rows 'l' than D2 and D3 so you need to use something like 'switch' to check combination%3 without going out of bound of J1
+	switch(combination%7) {
+	case 0:
+	  D[j][Kcounter+l] = D1[l];
+	  break;
+	case 1:
+	  D[j][Kcounter+l] = D2[l];
+	  break;
+	case 2:
+	  D[j][Kcounter+l] = D3[l];
+	  break;
+	case 3:
+	  D[j][Kcounter+l] = D4[l];
+	    break;
+	case 4:
+	  D[j][Kcounter+l] = D5[l];
+	  break;
+	case 5:
+	  D[j][Kcounter+l] = D6[l];
+	  break;
+	case 6:
+	  D[j][Kcounter+l] = D7[l];
+	  break;
+	default:
+	  printf("error");
+	  return 1;
+	  }
+	for(m=0; m<Kcombo; m++) {
+	  // J1 has a different number of rows 'l' than J2 and J3 so you need to use something like 'switch' to check combination%3 without going out of bound of J1
+	  switch(combination%7) {
+	  case 0:
+	    J[j][Kcounter+l][Kcounter+m] = J1[l][m];
+	    break;
+	  case 1:
+	    J[j][Kcounter+l][Kcounter+m] = J2[l][m];
+	    break;
+	  case 2:
+	    J[j][Kcounter+l][Kcounter+m] = J3[l][m];
+	    break;
+	  case 3:
+	    J[j][Kcounter+l][Kcounter+m] = J4[l][m];
+	    break;
+	  case 4:
+	    J[j][Kcounter+l][Kcounter+m] = J5[l][m];
+	    break;
+	  case 5:
+	    J[j][Kcounter+l][Kcounter+m] = J6[l][m];
+	    break;
+	  case 6:
+	    J[j][Kcounter+l][Kcounter+m] = J7[l][m];
+	    break;
+	  default:
+	    printf("error");
+	    return 1;
+	  }
+	}
+      }
+
+      for(l=0; l<n1; l++) { // assuming n1=n2=n3
+	h[j][k*n1+l] = (((combination%7)==6)*h7[l] + ((combination%7)==5)*h6[l] + ((combination%7)==4)*h5[l] + ((combination%7)==3)*h4[l] + ((combination%7)==2)*h3[l] + ((combination%7)==1)*h2[l] + ((combination%7)==0)*h1[l]);
+      }
+      // only filling the K[j] first rows of G and GBar here corresponding to the basis for D and J
+      for(l=0; l<Kcombo; l++) {
+	for(m=0; m<n1; m++) { // assuming n1=n2=n3
+	  G[j][Kcounter+l][k*n1+m] = (((combination%7)==6)*G7[l][m] + ((combination%7)==5)*G6[l][m] + ((combination%7)==4)*G5[l][m] + ((combination%7)==3)*G4[l][m] + ((combination%7)==2)*G3[l][m] + ((combination%7)==1)*G2[l][m] + ((combination%7)==0)*G1[l][m]);
+	  GBar[j][Kcounter+l][k*n1+m] = (((combination%7)==6)*GBar7[l][m] + ((combination%7)==5)*GBar6[l][m] + ((combination%7)==4)*GBar5[l][m] + ((combination%7)==3)*GBar4[l][m] + ((combination%7)==2)*GBar3[l][m] + ((combination%7)==1)*GBar2[l][m] + ((combination%7)==0)*GBar1[l][m]);
+	}
+      }
+      Kcounter = Kcounter + Kcombo;
+      
+      /* printf("intermediate G[%d]:\n", j); */
+      /* printMatrix(G[j], N, N); */
+      /* printf("intermediate GBar[%d]:\n", j); */
+      /* printMatrix(GBar[j], N, N); */
+      //memcpy(origG[j][k], G[j][k], N*sizeof(int)); memcpy(origGBar[j][k], GBar[j][k], N*sizeof(int));
+
+      //memcpy(origJ[j][k], J[j][k], K[j]*sizeof(int));
+      
+      combination /= 7; // shift to the right by one (in base-7 arithmetic)
+    }
+    //printf("!\n");
+
+    // now need to fill the N-Kcounter remaining rows of G and GBar that are outside the spanning basis states of D and J
+    combination = j;
+    for(k=0; k<(N/6); k++) {
+      Kcombo = (((combination%7)==6)*k7 + ((combination%7)==5)*k6 + ((combination%7)==4)*k5 + ((combination%7)==3)*k4 + ((combination%7)==2)*k3 + ((combination%7)==1)*k2 + ((combination%7)==0)*k1);
+      //printf("Kcounter=%d\n", Kcounter);
+      // G and GBar rows that are outside the first 'k' spanning basis states
+      for(l=Kcombo; l<n1; l++) { // assuming n1=n2=n3
+	//printf("l=%d\n", l);
+      	for(m=0; m<n1; m++) { // assuming n1=n2=n3
+	  /* printf("m=%d\n", m); */
+	  /* printf("Kcounter+l=%d\n", Kcounter+l); */
+	  /* printf("k*n1+m=%d\n", k*n1+m); */
+      	  G[j][Kcounter+l-Kcombo][k*n1+m] = (((combination%7)==6)*G7[l][m] + ((combination%7)==5)*G6[l][m] + ((combination%7)==4)*G5[l][m] + ((combination%7)==3)*G4[l][m] + ((combination%7)==2)*G3[l][m] + ((combination%7)==1)*G2[l][m] + ((combination%7)==0)*G1[l][m]);
+      	  GBar[j][Kcounter+l-Kcombo][k*n1+m] = (((combination%7)==6)*GBar7[l][m] + ((combination%7)==5)*GBar6[l][m] + ((combination%7)==4)*GBar5[l][m] + ((combination%7)==3)*GBar4[l][m] + ((combination%7)==2)*GBar3[l][m] + ((combination%7)==1)*GBar2[l][m] + ((combination%7)==0)*GBar1[l][m]);
+      	}
+      }
+      Kcounter = Kcounter + (n1-Kcombo);
+
+      /* printf("intermediate G[%d]:\n", j); */
+      /* printMatrix(G[j], N, N); */
+      /* printf("intermediate GBar[%d]:\n", j); */
+      /* printMatrix(GBar[j], N, N); */
+      
+      combination /= 7;
+    }
+
+    /*printf("G[%d]:\n", j);
+    printMatrix(G[j], N, N);
+    printf("GBar[%d]:\n", j);
+    printMatrix(GBar[j], N, N);
+
+    printf("h[%d]:\n", j);
+    printVector(h[j], N);
+
+    printf("J[%d]:\n", j);
+    printMatrix(J[j], K[j], K[j]);
+    
+    printf("D[%d]:\n", j);
+    printVector(D[j], K[j]);
+
+    printf("Q[%d]=%d\n", j, Q[j]);*/
+
+  }
+  //exit(0);
+
+  while(readPaulicoeffs(&omega[Paulicounter], alpha[Paulicounter], beta[Paulicounter], gamma[Paulicounter], delta[Paulicounter], N)) {
+
+    if((Paulicounter+1) > N) {
+      printf("Error: Number of Paulis is greater than N!\n");
+      return 1;
+    }
+    
+    // Let's break up the Ys into Xs and Zs in the order Z X, as required to pass to measurepauli()
+    // Y_i = -I*Z*X
+    for(i=0; i<N; i++) {
+      if(delta[Paulicounter][i]){
+	omega[Paulicounter] += 3; // -I = I^3
+	beta[Paulicounter][i] = delta[Paulicounter][i];
+	gamma[Paulicounter][i] = delta[Paulicounter][i];
+      }
+    }
+
+    /*printf("*******\n");
+    printf("*******\n");
+    printf("omega=%d\n", omega);
+    printf("X:\n");
+    printVector(gamma, N);
+    printf("Z:\n");
+    printVector(beta, N);
+    printf("*******\n");
+    printf("*******\n");*/
+
+    //for(j=0; j<pow(7,N/6); j++) { // the kets
+
+      /*printf("========\n");
+      printf("before:\n");
+      printf("K=%d\n", K[j]);
+      printf("h:\n");
+      printVector(h[j], N);
+      printf("Gamma[%d]=%lf+%lf\n", j, creal(Gamma[j]), cimag(Gamma[j]));
+      printf("G:\n");
+      printMatrix(G[j], N, N);
+      printf("GBar:\n");
+      printMatrix(GBar[j], N, N);
+      printf("Q=%d\n", Q[j]);
+      printf("D:\n");
+      printVector(D[j], K[j]);
+      printf("J:\n");
+      printMatrix(J[j], K[j], K[j]);*/
+      //Gamma[j] *= measurepauli(N, &K[j], h[j], G[j], GBar[j], &Q[j], &D[j], &J[j], omega, gamma, beta);
+      /*printf("\nafter:\n");
+      printf("K=%d\n", K[j]);
+      printf("h:\n");
+      printVector(h[j], N);
+      printf("Gamma[%d]=%lf+%lf\n", j, creal(Gamma[j]), cimag(Gamma[j]));
+      printf("G:\n");
+      printMatrix(G[j], N, N);
+      printf("GBar:\n");
+      printMatrix(GBar[j], N, N);
+      printf("Q=%d\n", Q[j]);
+      printf("D:\n");
+      printVector(D[j], K[j]);
+      printf("J:\n");
+      printMatrix(J[j], K[j], K[j]);*/
+
+    //}
+
+    Paulicounter++;
+  }
+
+  double complex amplitude = 0.0 + 0.0*I;
+  for(i=0; i<NUMSTABSTATESAMPLES; i++) { // the bras
+    //printf("i=%d\n", i);
+
+    randomstabilizerstate(N, &origK, &origh, &origG, &origGBar, &origQ, &origD, &origJ, Pd);
+
+    origGamma = 1.0 + 0.0*I;
+    
+    for(k=0; k<Paulicounter; k++) {
+      origGamma *= measurepauli(N, &origK, origh, origG, origGBar, &origQ, &origD, &origJ, omega[k], gamma[k], beta[k]);
+      //printf("k=%d\n", k);
+  }
+    /*printf("origK=%d\n", origK);
+    printf("origG:\n");
+    printMatrix(origG, N, N);
+    printf("origGBar:\n");
+    printMatrix(origGBar, N, N);
+    printf("origh:\n");
+    printVector(origh, N);*/
+
+    double complex stabstateaverage = 0.0 + 0.0*I;
+    
+    for(j=0; j<pow(7,N/6); j++) {
+      //printf("j=%d\n", j);
+      double complex newamplitude = innerproduct(N, K[j], h[j], G[j], GBar[j], Q[j], D[j], J[j], N, origK, origh, origG, origGBar, origQ, origD, origJ);
+      stabstateaverage = stabstateaverage + origGamma*Gamma[j]*newamplitude;
+    }
+    amplitude = amplitude + conj(stabstateaverage)*stabstateaverage/((double)(NUMSTABSTATESAMPLES))*pow(2.0,T);
+
+    deallocate_mem(&origG, N);
+    deallocate_mem(&origGBar, N);
+    free(origh);
+    deallocate_mem(&origJ, origK);
+    free(origD);
+  }
+
+  printf("amplitude:\n");
+  if(creal(amplitude+ZEROTHRESHOLD)>0)
+    printf("%.10lf %c %.10lf I\n", cabs(creal(amplitude)), cimag(amplitude+ZEROTHRESHOLD)>0?'+':'-' , cabs(cimag(amplitude)));
+  else
+    printf("%.10lf %c %.10lf I\n", creal(amplitude), cimag(amplitude+ZEROTHRESHOLD)>0?'+':'-' , cabs(cimag(amplitude)));
+  
+  
+
+  for(i=0; i<PdN; i++) 
+    free(Pd[i]);
+  free(Pd);
+
+  return 0;
+}
+
+int readPaulicoeffs(int *omega, int *alpha, int *beta, int *gamma, int *delta, int numqubits)
+{
+    
+  int newomega, newalpha, newbeta, newgamma, newdelta;
+  int i;
+
+  if(scanf("%d", &newomega) != EOF) {
+    *omega = newomega;
+    for(i=0; i<numqubits; i++) {
+      if(scanf("%d %d %d %d", &newalpha, &newbeta, &newgamma, &newdelta) == EOF) {
+	printf("Error: Too few input coeffs!\n");
+	exit(0);
+      }
+      if(newalpha+newbeta+newgamma+newdelta > 1) {
+	printf("Error: Too many coefficients are non-zero at Pauli %d!\n", i);
+	exit(0);
+      }
+      alpha[i] = newalpha; beta[i] = newbeta; gamma[i] = newgamma; delta[i] = newdelta;
+    }
+    return 1;
+  } else
+    return 0;
+    
+}