removed a lot of research code to simplify library and examples for publication

6 files changed, 0 insertions, 570 deletions

diff --git a/examples/src/models/potts/CMakeLists.txt b/examples/src/models/potts/CMakeLists.txt
deleted file mode 100644
index e78aa6b..0000000
--- a/examples/src/models/potts/CMakeLists.txt
+++ /dev/null
@@ -1,39 +0,0 @@
-
-add_executable(wolff_3potts             wolff_potts.cpp)
-add_executable(wolff_4potts             wolff_potts.cpp)
-add_executable(wolff_7potts             wolff_potts.cpp)
-add_executable(wolff_3clock             wolff_clock.cpp)
-add_executable(wolff_5clock             wolff_clock.cpp)
-
-set_target_properties(wolff_3potts          PROPERTIES COMPILE_FLAGS "-DPOTTSQ=3")
-set_target_properties(wolff_4potts          PROPERTIES COMPILE_FLAGS "-DPOTTSQ=4")
-set_target_properties(wolff_7potts          PROPERTIES COMPILE_FLAGS "-DPOTTSQ=7")
-set_target_properties(wolff_3clock          PROPERTIES COMPILE_FLAGS "-DPOTTSQ=3")
-set_target_properties(wolff_5clock          PROPERTIES COMPILE_FLAGS "-DPOTTSQ=5")
-
-find_library(GL NAMES GL)
-find_library(GLU NAMES GLU)
-find_library(GLUT NAMES glut)
-
-if (${GLUT} MATCHES "GLUT-NOTFOUND")
-  target_link_libraries(wolff_3potts wolff wolff_examples)
-  target_link_libraries(wolff_4potts wolff wolff_examples)
-  target_link_libraries(wolff_7potts wolff wolff_examples)
-  target_link_libraries(wolff_3clock wolff wolff_examples)
-  target_link_libraries(wolff_5clock wolff wolff_examples)
-else()
-  target_compile_definitions(wolff_3potts PUBLIC HAVE_GLUT)
-  target_compile_definitions(wolff_4potts PUBLIC HAVE_GLUT)
-  target_compile_definitions(wolff_7potts PUBLIC HAVE_GLUT)
-  target_compile_definitions(wolff_3clock PUBLIC HAVE_GLUT)
-  target_compile_definitions(wolff_5clock PUBLIC HAVE_GLUT)
-
-  target_link_libraries(wolff_3potts             wolff wolff_examples glut GL GLU)
-  target_link_libraries(wolff_4potts             wolff wolff_examples glut GL GLU)
-  target_link_libraries(wolff_7potts             wolff wolff_examples glut GL GLU)
-  target_link_libraries(wolff_3clock             wolff wolff_examples glut GL GLU)
-  target_link_libraries(wolff_5clock             wolff wolff_examples glut GL GLU)
-endif()
-
-install(TARGETS wolff_3potts wolff_4potts wolff_7potts wolff_3clock wolff_5clock DESTINATION ${CMAKE_INSTALL_BINDIR} OPTIONAL)
-
diff --git a/examples/src/models/potts/dihedral.hpp b/examples/src/models/potts/dihedral.hpp
deleted file mode 100644
index cbc5687..0000000
--- a/examples/src/models/potts/dihedral.hpp
+++ /dev/null
@@ -1,48 +0,0 @@
-
-#pragma once
-
-#include <wolff/types.h>
-#include "potts.hpp"
-
-template <q_t q>
-class dihedral_t {
-  public:
-    bool is_reflection;
-    q_t x;
-
-    dihedral_t() : is_reflection(false), x(0) {}
-    dihedral_t(bool x, q_t y) : is_reflection(x), x(y) {}
-
-    potts_t<q> act(const potts_t<q>& s) const {
-      if (this->is_reflection) {
-        return potts_t<q>(((q + this->x) - s.x) % q);
-      } else {
-        return potts_t<q>((this->x + s.x) % q);
-      }
-    }
-
-    dihedral_t<q> act(dihedral_t<q> r) const {
-      if (this->is_reflection) {
-        return dihedral_t<q>(!(r.is_reflection), ((q + this->x) - r.x) % q); 
-      } else {
-        return dihedral_t<q>(r.is_reflection, (this->x + r.x) % q);
-      }
-    }
-
-    potts_t<q> act_inverse(potts_t<q> s) const {
-      if (this->is_reflection) {
-        return this->act(s);
-      } else {
-        return potts_t<q>(((s.x + q) - this->x) % q);
-      }
-    }
-
-    dihedral_t<q> act_inverse(dihedral_t<q> r) const {
-      if (this->is_reflection) {
-        return this->act(r);
-      } else {
-        return dihedral_t<q>(r.is_reflection, ((r.x + q) - this->x) % q);
-      }
-    }
-};
-
diff --git a/examples/src/models/potts/potts.hpp b/examples/src/models/potts/potts.hpp
deleted file mode 100644
index f4765e2..0000000
--- a/examples/src/models/potts/potts.hpp
+++ /dev/null
@@ -1,72 +0,0 @@
-#pragma once
-
-#include <cmath>
-#include <stdio.h>
-
-#include <wolff/types.h>
-#include "../On/vector.hpp"
-
-template <q_t q>
-class potts_t {
-  public:
-    q_t x;
-
-    typedef vector_t<q, int> M_t;
-    typedef vector_t<q, double> F_t;
-
-    potts_t() : x(0) {}
-    potts_t(q_t x) : x(x) {}
-
-    inline vector_t<q, int> operator*(v_t a) const {
-      vector_t<q, int> result;
-      result.fill(0);
-      result[x] = (int)a;
-
-      return result;
-    }
-
-    inline vector_t<q, double> operator*(double a) const {
-      vector_t<q, double> result;
-      result.fill(0.0);
-      result[x] = a;
-
-      return result;
-    }
-
-    inline vector_t<q, int> operator-(const potts_t<q> &s) const {
-      vector_t<q, int> result;
-      result.fill(0);
-
-      result[x]++;
-      result[s.x]--;
-
-      return result;
-    }
-};
-
-// we could inherit norm_squared from vector.h, but convention dictates that
-// potts norms be changed by a constant factor
-template <q_t q>
-double norm_squared(vector_t<q, double> s) {
-  double total = 0;
-  for (double& x : s) {
-    total += pow(x, 2);
-  }
-
-  return total * (double)q / ((double)q - 1.0);
-}
-
-// we could inherit write_magnetization from vector.h, but since M.x must sum
-// to nv we don't need to write the last element
-template <q_t q>
-void write_magnetization(vector_t<q, int> M, FILE *outfile) {
-  for (int& x : M) {
-    fwrite(&x, sizeof(int), q - 1, outfile);
-  }
-}
-
-// knock yourself out
-const potts_t<POTTSQ> states[256] = {{0}, {1}, {2}, {3}, {4}, {5}, {6}, {7}, {8}, {9}, {11}, {12}, {13}, {14}, {15}, {16}, {17}, {18}, {19}, {20}, {21}, {22}, {23}, {24}, {25}, {26}, {27}, {28}, {29}, {30}, {31}, {32}, {33}, {34}, {35}, {36}, {37}, {38}, {39}, {40}, {41}, {42}, {43}, {44}, {45}, {46}, {47}, {48}, {49}, {50}, {51}, {52}, {53}, {54}, {55}, {56}, {57}, {58}, {59}, {60}, {61}, {62}, {63}, {64}, {65}, {66}, {67}, {68}, {69}, {70}, {71}, {72}, {73}, {74}, {75}, {76}, {77}, {78}, {79}, {80}, {81}, {82}, {83}, {84}, {85}, {86}, {87}, {88}, {89}, {90}, {91}, {92}, {93}, {94}, {95}, {96}, {97}, {98}, {99}, {100}, {101}, {102}, {103}, {104}, {105}, {106}, {107}, {108}, {109}, {110}, {111}, {112}, {113}, {114}, {115}, {116}, {117}, {118}, {119}, {120}, {121}, {122}, {123}, {124}, {125}, {126}, {127}, {128}, {129}, {130}, {131}, {132}, {133}, {134}, {135}, {136}, {137}, {138}, {139}, {140}, {141}, {142}, {143}, {144}, {145}, {146}, {147}, {148}, {149}, {150}, {151}, {152}, {153}, {154}, {155}, {156}, {157}, {158}, {159}, {160}, {161}, {162}, {163}, {164}, {165}, {166}, {167}, {168}, {169}, {170}, {171}, {172}, {173}, {174}, {175}, {176}, {177}, {178}, {179}, {180}, {181}, {182}, {183}, {184}, {185}, {186}, {187}, {188}, {189}, {190}, {191}, {192}, {193}, {194}, {195}, {196}, {197}, {198}, {199}, {200}, {201}, {202}, {203}, {204}, {205}, {206}, {207}, {208}, {209}, {210}, {211}, {212}, {213}, {214}, {215}, {216}, {217}, {218}, {219}, {220}, {221}, {222}, {223}, {224}, {225}, {226}, {227}, {228}, {229}, {230}, {231}, {232}, {233}, {234}, {235}, {236}, {237}, {238}, {239}, {240}, {241}, {242}, {243}, {244}, {245}, {246}, {247}, {248}, {249}, {250}, {251}, {252}, {253}, {254}, {255}};
-template <q_t q>
-q_t state_to_ind(potts_t<q> state) { return (q_t)state.x; }
-
diff --git a/examples/src/models/potts/symmetric.hpp b/examples/src/models/potts/symmetric.hpp
deleted file mode 100644
index bc8673f..0000000
--- a/examples/src/models/potts/symmetric.hpp
+++ /dev/null
@@ -1,52 +0,0 @@
-
-#pragma once
-
-#include <stdlib.h>
-#include <array>
-#include <wolff/types.h>
-#include "potts.hpp"
-
-template <q_t q>
-class symmetric_t : public std::array<q_t, q> {
-  public:
-
-    symmetric_t() {
-      for (q_t i = 0; i < q; i++) {
-        (*this)[i] = i;
-      }
-    }
-
-    potts_t<q> act(const potts_t<q> &s) const {
-      return potts_t<q>((*this)[s.x]);
-    }
-
-    symmetric_t<q> act(const symmetric_t<q>& r) const {
-      symmetric_t<q> r_rot;
-      for (q_t i = 0; i < q; i++) {
-        r_rot[i] = (*this)[r[i]];
-      }
-
-      return r_rot;
-    }
-
-    potts_t<q> act_inverse(const potts_t<q>& s) const {
-      for (q_t i = 0; i < q; i++) {
-        if ((*this)[i] == s.x) {
-          return potts_t<q>(i);
-        }
-      }
-
-      printf("Your spin wasn't a valid state!", s.x);
-      exit(EXIT_FAILURE);
-    }
-
-    symmetric_t<q> act_inverse(const symmetric_t<q>& r) const {
-      symmetric_t<q> r_rot;
-      for (q_t i = 0; i < q; i++) {
-        r_rot[(*this)[i]] = r[i];
-      }
-
-      return r_rot;
-    }
-};
-
diff --git a/examples/src/models/potts/wolff_clock.cpp b/examples/src/models/potts/wolff_clock.cpp
deleted file mode 100644
index 0706cc5..0000000
--- a/examples/src/models/potts/wolff_clock.cpp
+++ /dev/null
@@ -1,149 +0,0 @@
-
-#include <getopt.h>
-
-#ifdef HAVE_GLUT
-#include <GL/glut.h>
-#endif
-
-// include your group and spin space
-#include "dihedral.hpp"
-#include "potts.hpp"
-#include <colors.h>
-#include <measure.hpp>
-
-// hack to speed things up considerably
-#define N_STATES POTTSQ
-#include <wolff/finite_states.hpp>
-
-#include <randutils/randutils.hpp>
-
-// include wolff.hpp
-#include <wolff.hpp>
-
-typedef state_t <dihedral_t<POTTSQ>, potts_t<POTTSQ>> sim_t;
-
-int main(int argc, char *argv[]) {
-
-  count_t N = (count_t)1e4;
-
-  D_t D = 2;
-  L_t L = 128;
-  double T = 2.26918531421;
-  double *H_vec = (double *)calloc(MAX_Q, sizeof(double));
-
-  bool silent = false;
-  bool draw = false;
-  unsigned int window_size = 512;
-
-  int opt;
-  q_t H_ind = 0;
-
-  while ((opt = getopt(argc, argv, "N:D:L:T:H:sdw:")) != -1) {
-    switch (opt) {
-    case 'N': // number of steps
-      N = (count_t)atof(optarg);
-      break;
-    case 'D': // dimension
-      D = atoi(optarg);
-      break;
-    case 'L': // linear size
-      L = atoi(optarg);
-      break;
-    case 'T': // temperature 
-      T = atof(optarg);
-      break;
-    case 'H': // external field. nth call couples to state n
-      H_vec[H_ind] = atof(optarg);
-      H_ind++;
-      break;
-    case 's': // don't print anything during simulation. speeds up slightly
-      silent = true;
-      break;
-    case 'd':
-#ifdef HAVE_GLUT
-      draw = true;
-      break;
-#else
-      printf("You didn't compile this with the glut library installed!\n");
-      exit(EXIT_FAILURE);
-#endif
-    case 'w':
-      window_size = atoi(optarg);
-      break;
-    default:
-      exit(EXIT_FAILURE);
-    }
-  }
-
-  // initialize random number generator
-  randutils::auto_seed_128 seeds;
-  std::mt19937 rng{seeds};
-
-  // define spin-spin coupling
-  std::function <double(const potts_t<POTTSQ>&, const potts_t<POTTSQ>&)> Z = [] (const potts_t<POTTSQ>& s1, const potts_t<POTTSQ>& s2) -> double {
-    return cos(2 * M_PI * (double)(s1.x + POTTSQ - s2.x) / (double)POTTSQ);
-  };
-
-  // define spin-field coupling
-  std::function <double(const potts_t<POTTSQ>&)> B = [=] (const potts_t<POTTSQ>& s) -> double {
-    return H_vec[s.x];
-  };
-
-  // initialize state object
-  state_t <dihedral_t<POTTSQ>, potts_t<POTTSQ>> s(D, L, T, Z, B);
-
-  // define function that generates self-inverse rotations
-  std::function <dihedral_t<POTTSQ>(std::mt19937&, potts_t<POTTSQ>)> gen_R = [] (std::mt19937& r, potts_t<POTTSQ> v) -> dihedral_t<POTTSQ> {
-    dihedral_t<POTTSQ> rot;
-    rot.is_reflection = true;
-    std::uniform_int_distribution<q_t> dist(0, POTTSQ - 2);
-    q_t x = dist(r);
-    rot.x = (2 * v.x + x + 1) % POTTSQ;
-
-    return rot;
-  };
-
-  // define function that updates any number of measurements
-  std::function <void(const sim_t&, const wolff_research_measurements<dihedral_t<POTTSQ>, potts_t<POTTSQ>>&)> measurement;
-
-  if (!draw) {
-    // a very simple example: measure the average magnetization
-    measurement = [&] (const sim_t& s, const wolff_research_measurements<dihedral_t<POTTSQ>, potts_t<POTTSQ>>&) {
-    };
-  } else {
-    // a more complex example: measure the average magnetization, and draw the spin configuration to the screen
-
-#ifdef HAVE_GLUT
-    // initialize glut
-    glutInit(&argc, argv);
-    glutInitDisplayMode(GLUT_SINGLE | GLUT_RGB);
-    glutInitWindowSize(window_size, window_size);
-    glutCreateWindow("wolff");
-    glClearColor(0.0,0.0,0.0,0.0);
-    glMatrixMode(GL_PROJECTION);
-    glLoadIdentity();
-    gluOrtho2D(0.0, L, 0.0, L);
-
-    measurement = [&] (const sim_t& s, const wolff_research_measurements<dihedral_t<POTTSQ>, potts_t<POTTSQ>>&) {
-      glClear(GL_COLOR_BUFFER_BIT);
-      for (v_t i = 0; i < pow(L, 2); i++) {
-        potts_t<POTTSQ> tmp_s = s.R.act_inverse(s.spins[i]);
-        glColor3f(hue_to_R(tmp_s.x * 2 * M_PI / POTTSQ), hue_to_G(tmp_s.x * 2 * M_PI / POTTSQ), hue_to_B(tmp_s.x * 2 * M_PI / POTTSQ));
-        glRecti(i / L, i % L, (i / L) + 1, (i % L) + 1);
-      }
-      glFlush();
-    };
-#endif
-  }
-
-  wolff_research_measurements<dihedral_t<POTTSQ>, potts_t<POTTSQ>> m(0, 0, measurement, s, silent);
-
-  // run wolff for N cluster flips
-  wolff(N, s, gen_R, m, rng);
-
-  // free the random number generator
-
-  return 0;
-
-}
-
diff --git a/examples/src/models/potts/wolff_potts.cpp b/examples/src/models/potts/wolff_potts.cpp
deleted file mode 100644
index 7b92ac1..0000000
--- a/examples/src/models/potts/wolff_potts.cpp
+++ /dev/null
@@ -1,210 +0,0 @@
-
-#include <getopt.h>
-#include <stdio.h>
-
-#ifdef HAVE_GLUT
-#include <GL/glut.h>
-#endif
-
-// include your group and spin space
-#include "symmetric.hpp"
-#include "potts.hpp"
-
-// hack to speed things up considerably
-#define N_STATES POTTSQ
-#include <wolff/finite_states.hpp>
-
-// include wolff.h
-#include <measure.hpp>
-#include <colors.h>
-#include <randutils/randutils.hpp>
-#include <wolff.hpp>
-
-typedef state_t <symmetric_t<POTTSQ>, potts_t<POTTSQ>> sim_t;
-
-int main(int argc, char *argv[]) {
-
-  count_t N = (count_t)1e4;
-
-  D_t D = 2;
-  L_t L = 128;
-  double T = 2.26918531421;
-  double *H_vec = (double *)calloc(MAX_Q, sizeof(double));
-
-  bool silent = false;
-  bool draw = false;
-  bool N_is_sweeps = false;
-  unsigned int window_size = 512;
-
-  // don't measure anything by default
-  unsigned char measurement_flags = 0;
-
-  int opt;
-  q_t H_ind = 0;
-
-  while ((opt = getopt(argc, argv, "N:D:L:T:H:sdw:M:S")) != -1) {
-    switch (opt) {
-    case 'N': // number of steps
-      N = (count_t)atof(optarg);
-      break;
-    case 'D': // dimension
-      D = atoi(optarg);
-      break;
-    case 'L': // linear size
-      L = atoi(optarg);
-      break;
-    case 'T': // temperature 
-      T = atof(optarg);
-      break;
-    case 'H': // external field. nth call couples to state n
-      H_vec[H_ind] = atof(optarg);
-      H_ind++;
-      break;
-    case 's': // don't print anything during simulation. speeds up slightly
-      silent = true;
-      break;
-    case 'S':
-      N_is_sweeps = true;
-      break;
-    case 'd':
-#ifdef HAVE_GLUT
-      draw = true;
-      break;
-#else
-      printf("You didn't compile this with the glut library installed!\n");
-      exit(EXIT_FAILURE);
-#endif
-    case 'w':
-      window_size = atoi(optarg);
-      break;
-    case 'M':
-      measurement_flags ^= 1 << atoi(optarg);
-      break;
-    default:
-      exit(EXIT_FAILURE);
-    }
-  }
-
-  // get nanosecond timestamp for unique run id
-  unsigned long timestamp;
-
-  {
-    struct timespec spec;
-    clock_gettime(CLOCK_REALTIME, &spec);
-    timestamp = spec.tv_sec*1000000000LL + spec.tv_nsec;
-  }
-
-  // initialize random number generator
-  randutils::auto_seed_128 seeds;
-  std::mt19937 rng{seeds};
-
-  // define spin-spin coupling
-  std::function <double(const potts_t<POTTSQ>&, const potts_t<POTTSQ>&)> Z = [] (const potts_t<POTTSQ>& s1, const potts_t<POTTSQ>& s2) -> double {
-    if (s1.x == s2.x) {
-      return 1.0;
-    } else {
-      return 0.0;
-    }
-  };
-
-  // define spin-field coupling
-  std::function <double(const potts_t<POTTSQ> &)> B = [=] (const potts_t<POTTSQ>& s) -> double {
-    return H_vec[s.x];
-  };
-
-  // initialize state object
-  state_t <symmetric_t<POTTSQ>, potts_t<POTTSQ>> s(D, L, T, Z, B);
-
-  // define function that generates self-inverse rotations
-  std::function <symmetric_t<POTTSQ>(std::mt19937&, potts_t<POTTSQ>)> gen_R = [] (std::mt19937& r, potts_t<POTTSQ> v) -> symmetric_t<POTTSQ> {
-    symmetric_t<POTTSQ> rot;
-
-    std::uniform_int_distribution<q_t> dist(0, POTTSQ - 2);
-    q_t j = dist(r);
-    q_t swap_v;
-    if (j < v.x) {
-      swap_v = j;
-    } else {
-      swap_v = j + 1;
-    }
-
-    rot[v.x] = swap_v;
-    rot[swap_v] = v.x;
-
-    return rot;
-  };
-
-  std::function <void(const sim_t&, const wolff_research_measurements<symmetric_t<POTTSQ>, potts_t<POTTSQ>>&)> other_f;
-  uint64_t sum_of_clusterSize = 0;
-
-  if (N_is_sweeps) {
-    other_f = [&] (const sim_t& s, const wolff_research_measurements<symmetric_t<POTTSQ>, potts_t<POTTSQ>>& m) {
-      sum_of_clusterSize += m.last_cluster_size;
-    };
-  } else if (draw) {
-#ifdef HAVE_GLUT
-    // initialize glut
-    glutInit(&argc, argv);
-    glutInitDisplayMode(GLUT_SINGLE | GLUT_RGB);
-    glutInitWindowSize(window_size, window_size);
-    glutCreateWindow("wolff");
-    glClearColor(0.0,0.0,0.0,0.0);
-    glMatrixMode(GL_PROJECTION);
-    glLoadIdentity();
-    gluOrtho2D(0.0, L, 0.0, L);
-
-    other_f = [] (const sim_t& s, const wolff_research_measurements<symmetric_t<POTTSQ>, potts_t<POTTSQ>>& m) {
-      glClear(GL_COLOR_BUFFER_BIT);
-      for (v_t i = 0; i < pow(s.L, 2); i++) {
-        potts_t<POTTSQ> tmp_s = s.R.act_inverse(s.spins[i]);
-        glColor3f(hue_to_R(tmp_s.x * 2 * M_PI / POTTSQ), hue_to_G(tmp_s.x * 2 * M_PI / POTTSQ), hue_to_B(tmp_s.x * 2 * M_PI / POTTSQ));
-        glRecti(i / s.L, i % s.L, (i / s.L) + 1, (i % s.L) + 1);
-      }
-      glFlush();
-    };
-#endif
-  } else {
-    other_f = [] (const sim_t& s, const wolff_research_measurements<symmetric_t<POTTSQ>, potts_t<POTTSQ>>& m) {};
-  }
-
-  wolff_research_measurements<symmetric_t<POTTSQ>, potts_t<POTTSQ>> m(measurement_flags, timestamp, other_f, s, silent);
-
-  // add line to metadata file with run info
-  {
-    FILE *outfile_info = fopen("wolff_metadata.txt", "a");
-
-    fprintf(outfile_info, "<| \"ID\" -> %lu, \"MODEL\" -> \"POTTS\", \"q\" -> %d, \"D\" -> %" PRID ", \"L\" -> %" PRIL ", \"NV\" -> %" PRIv ", \"NE\" -> %" PRIv ", \"T\" -> %.15f, \"H\" -> {", timestamp, POTTSQ, s.D, s.L, s.nv, s.ne, T);
-
-    for (q_t i = 0; i < POTTSQ; i++) {
-      fprintf(outfile_info, "%.15f", H_vec[i]);
-      if (i < POTTSQ - 1) {
-        fprintf(outfile_info, ", ");
-      }
-    }
-
-    fprintf(outfile_info, "} |>\n");
-
-    fclose(outfile_info);
-  }
-
-  // run wolff for N cluster flips
-  if (N_is_sweeps) {
-    count_t N_rounds = 0;
-    printf("\n");
-    while (sum_of_clusterSize < N * s.nv) {
-      printf("\033[F\033[J\033[F\033[JWOLFF: sweep %" PRIu64 " / %" PRIu64 ": E = %.2f, S = %" PRIv "\n", (count_t)((double)sum_of_clusterSize / (double)s.nv), N, m.E, m.last_cluster_size);
-      wolff(N, s, gen_R, m, rng);
-      N_rounds++;
-    }
-    printf("\033[F\033[J\033[F\033[JWOLFF: sweep %" PRIu64 " / %" PRIu64 ": E = %.2f, S = %" PRIv "\n\n", (count_t)((double)sum_of_clusterSize / (double)s.nv), N, m.E, m.last_cluster_size);
-  } else {
-    wolff(N, s, gen_R, m, rng);
-  }
-
-  // free the random number generator
-  free(H_vec);
-
-  return 0;
-
-}
-