From c186cf9db2dc0233bf838619a03967103abaac56 Mon Sep 17 00:00:00 2001
From: WeileiZeng <240155787@qq.com>
Date: Mon, 6 Apr 2020 14:02:01 -0700
Subject: [PATCH] add comparison

---
 bp_test.c~           |  331 ----------
 pattern_observer.c   |   42 +-
 pattern_observer.out |  Bin 166648 -> 171096 bytes
 pattern_observer.sh  |    4 +-
 readme.md            |   11 +-
 std.log              | 1421 ++++++++++++++++++++++++++++++++++++++++++
 test.c               |   78 ++-
 test.out             |  Bin 165928 -> 170472 bytes
 8 files changed, 1533 insertions(+), 354 deletions(-)
 delete mode 100644 bp_test.c~
 create mode 100644 std.log

diff --git a/bp_test.c~ b/bp_test.c~
deleted file mode 100644
index 17f9df4..0000000
--- a/bp_test.c~
+++ /dev/null
@@ -1,331 +0,0 @@
-//Weilei  March 26, 2020. yse c++ async to manage multi threads
-// copied from bp_decoding4.c
-#include <future>
-#include <string>
-#include <iostream>
-#include <itpp/itbase.h>
-#include <itpp/itcomm.h>
-#include <sstream>
-#include <stdio.h>
-#include "my_lib.h"
-#include <math.h>
-using namespace std;
-using namespace itpp;
-
-
-
-// Read the code from files and do BP decoding
-//input:source file for stabilzier matrix; error propability p ;
-
-int decode( GF2mat G, GF2mat H, double p, mat * data, int col_index, int row_index);
-  
-int main(int argc, char **argv){
-  Parser parser;
-  parser.init(argc,argv);
-  //p.set_silentmode(true);
-  string filename_G, filename_H, filename_result;
-  //parser.get(filename_G,"filename_G");
-  //parser.get(filename_H,"filename_H");
-  //parser.get(filename_result,"filename_result");
-  
-  vector<future<int>> pool;
-  vector<future<int>>::size_type pool_size=15;
-  std::chrono::milliseconds span (100);
-  //change parameter p, code size
-  //char * filename_result=argv[3];//prefix for the file
-  double p;
-  //parser.get(p,"p");
-  int sizes[]= {13,11,9,7,5};
-  string stabilizer_folder="data/toric/stabilizer";
-  //string error_folder="data/toric/bp_decoding4";
-  mat data(50,5*5);   //return result in a mat, 5 columns for each size. format defines in header
-  data.zeros();
-  int col_index=-5;
-  for ( int size : sizes){
-    //    cout<<"size = "<<size<<endl;
-    col_index +=5;//5 col for each size
-    filename_G = stabilizer_folder + "/toric_S_x_size_" + to_string(size) + ".mm";
-    filename_H = stabilizer_folder + "/toric_S_z_size_" + to_string(size) + ".mm";
-    //filename_result = error_folder + "/toric_S_size_" + to_string(size) + ".mm_rate";
-    int row_index=-1;
-    for ( double ip=-1;ip > -3;ip-=0.1){
-      //cout<<"ip = "<<ip<<endl;
-      row_index ++;
-      //atof(argv[4]);
-      p=pow(10,ip);
-      //p=ip/100000.0;//previous use 1000 division. Now use 100,000 division cause the thershold for toric codes seems to be around 0.1%.
-      //char filename_result_p[255];
-      //sprintf( filename_result_p,"%s%.5f",filename_result.c_str(),p);//append p in the file name
-      //string filename_result_p_string(filename_result_p);
-      //cout<<filename_result_p_string<<endl;
-      GF2mat G =MM_to_GF2mat(filename_G);      
-      GF2mat H =MM_to_GF2mat(filename_H);
-
-      //manage thread within limit of pool size
-      while ( pool.size() >= pool_size ){
-	//wait until some of them finish
-	//break;
-	 for(vector <future<int>> :: iterator it = pool.begin(); it != pool.end(); ++it){
-	  //printf("%d", *it);
-	   if ( it->wait_for(span) == future_status::ready){
-	    cout<<"."<<endl;
-	    pool.erase(it);	    
-	    cout<<"remove thread. pool_size="<<pool.size()<<endl;
-	    it--;
-	    //break;
-	  }
-	  }
-      }
-    
-      // future<int> fut = async(launch::async, decode,G, H, p, filename_result_p);
-      //pool.push_back(move(fut));
-      pool.push_back(async(launch::async, decode,G, H, p, &data,col_index, row_index));
-      
-      cout<<"add new thread. pool_size="<<pool.size()
-	  <<", size = "<<size
-	  <<", p = "<<p
-	  <<", row_index = "<<row_index
-	  <<", col_index = "<<col_index
-	  <<endl;
-    }
-  }
-  //wait all process to finish
-  for(vector <future<int>> :: iterator it = pool.begin(); it != pool.end(); ++it){
-    it->get();
-  }
-  //print result
-  //cout<<"data = "<<data<<endl;
-  string header="#header\nsizes: ";
-  for (int size : sizes){
-    header += to_string(size) + ", ";
-  }
-  header += ("\n p, P_c converge rate, zero error vectors, weight one error, weight 2 error");
-  string filename_data="gnuplot/result/iteration0-cycle1000.gnudat";
-  mat2gnudata(data,filename_data,header);
-  cout<<"save data to "<<filename_data.c_str()<<endl;
-  return 0;
-}
-
-//*********************** bp decoding function by itpp
-
-int decode( GF2mat G, GF2mat H, double p,  mat * data, int col_index, int row_index){
-  //parameter setup
-  int cycles=1000;//10000;//number of cycles: fro toric code, 10000 give reletively clear result
-  int exit_at_iteration=50;//parameter for bp decoding set_exit_condition()
-  //  int bound= (int) -4096 * log (p/(1-p));// -300; see note.pdf on how to choose bound
-  int bound = 0;
-  int max_repetition = 0;//10 for best result. supposed to be zero in our set up, just for a check
-  
-  
-  Real_Timer timer;
-  LDPC_Code C=GF2mat_to_LDPC_Code(H);  //convert GF2mat saved in .mm file to LDPC_Code
-  //    LDPC_Code C=MM_to_LDPC_Code(filename_G);  //convert GF2mat saved in .mm file to LDPC_Code
-  //LDPC_Code C = get_test_LDPC_Code();
-  
-  //bp decoding set up
-  C.set_exit_conditions(exit_at_iteration,true,true);//high perperformance. This number of iteration would not affect small errors which converges and stop very fast. Only affect those doesn't converge soon or not converge at all.
-  //  C.set_exit_conditions(50,true,true);  // 50 iterations,check syndrome always
-  //C.set_llrcalc(LLR_calc_unit(12,300,7)); //(recommended settings with "exact" computation via high resolution lookup table)
-  C.set_llrcalc(LLR_calc_unit(12,0,7)); // fast mode; see "llr.h" //not good resolution for the result, produce more errors
-  //  cout << C << endl;
-  int N = C.get_nvar(); // number of bits per codeword; N=2 x n x n is the size of the toric code.
-  
-  bvec bitsin = zeros_b(N);//original zero vector
-  GF2mat E_input_converge(bitsin, false),E_input_nonconverge(bitsin, false),E_output_converge(bitsin,false),E_output_nonconverge(bitsin, false);//false for row vector;//These two GF2mat saves the input errors and their output after bp_decoding. They are clasified into convergeds cases and non converged cases.
-  RNG_randomize();
-  timer.tic(); 
-
-  //double pp=p;//=0.05;//test error probability //=pvals(j);   //  double pp=pow(10.0,-pvals(j));
-  //pp=0.01  ans~1;pp=0.03  ans=-2500
-  BSC bsc(p); // initialize BSC, error channel with probability pp
-  int ans=0; //the value return by bp_decoding(), which is the number of iterations and with a minus sign if it doesn't converge
-      
-
-
-  int counts_converge=0;
-  //int counts_weight_zero=0;
-  //int counts_weight_one=0;
-  //int counts_weight_two=0;
-  for (int i=0;i<cycles;i++){
-    //bvec rec_bits = bitsin;   // input vector with manually-input errors, for test
-    //    C.set_exit_conditions(2500);
-    bvec rec_bits0 = bsc(bitsin);    // input vector with errors from bsc chanel
-    //bvec rec_bits = find_error(rec_bits0,H);//switch to en error with same syndrome
-    bvec rec_bits=rec_bits0;
-    
-    //    bvec rec_bits( error_transform(rec_bits0,MM_to_GF2mat(filename_G)) ); //for test
-
-    //manual input error for test
-    //    rec_bits = bitsin; //zero vector
-    //horizontally aligned double error 
-    //    rec_bits(0)=1;    rec_bits(1)=1; //not converge, loop between edges in a vertex
-    //perpendicular double error
-    //    rec_bits(1+5)=1;    rec_bits(25+1)=1; //not converge, the error does not change, r vibirate around -600 or -300
-	
-    //rec_bits(1)=1;    rec_bits(25+2)=1; //same as above
-    //vertically aligned double error
-    //rec_bits(25+1)=1;    rec_bits(25+5+1)=1; // not converge but give the right result when seting delta K to be 30 or -30, need ieration max = 2500.
-    //check logical error. weight 5 causes decoding failure, but weight 4 can be reduced to smaller weight, and can then be decoded.
-    //rec_bits(0)=1;
-    //rec_bits(5)=1;
-    //rec_bits(10)=1;
-    //rec_bits(16)=1;
-      //rec_bits(20)=1;
-      //rec_bits(21)=1;
-      //rec_bits(16+25)=1;
-      //rec_bits(21+25)=1;
-
-    //check vertex operator. good result.
-    //    rec_bits(5)=1;
-    //    rec_bits(5+1)=1;
-    //    rec_bits(25+1)=1;
-    //    rec_bits(25+5+1)=1;
-	
-
-    //check for 743 code
-    //rec_bits(0)=1;
-    //rec_bits(1)=1;
-    //rec_bits(2)=1;
-    //rec_bits(4)=1;
-    //rec_bits(5)=1;
-
-    //    rec_bits(38-1)=1;
-    //rec_bits(43-1)=1;
-    
-    //cout<<"rec_bits="<<rec_bits<<endl;
-    vec s(N), s0(N); // input LLR version 
-    QLLRvec llr_output;
-    for(int i1=0;i1<N;i1++)
-      s(i1)=s0(i1)=(rec_bits(i1)==1)?-log(1.0/p-1.0):log(1.0/p-1.0);//convert to input format for bp_decode  
-    //cout<<"pp="<<pp<<"\t log(1.0/pp-1.0)="<<log(1.0/pp-1.0)<<endl;
-    //cout<<"s="<<s<<endl;
-  
-    QLLRvec llr_input=C.get_llrcalc().to_qllr(s);
-    //cout<<"llr_input="<<llr_input<<endl;
-    ans=C.bp_decode(llr_input, llr_output);
-    //cout<<"iteration: ans="<<ans<<", ";
-    //    int bound= (int) 4096 * log (p/(1-p));// -300; see note.pdf on how to choose bound
-    //    bound=0;
-    //cout<<"bound value: "<<bound<<", below which means error"<<endl;
-    bvec bitsout = llr_output < bound; //30;//0;//output
-
-    //debug: check why bound increase the weight
-    /*if (true){
-      bvec bound0 = llr_output <0;
-      bvec bounds = llr_output <-6000;
-      int w = weight(bounds)-weight(bound0);
-      if ( w >0){
-	cout<<endl;
-	cout<<"------------------------------------------------------------------------------------Find w < 0 "<<endl;
-	cout<<endl;
-      }
-      }*/
-    
-    
-    //bvec bitsout2 = llr < -bound;// for a check
-    //it turns out that 0 is not a good choice, but 30 or -30 is a good choice. The idea is, when BP deesn't converge, it loop between some bonds in a cycle, with small K value close to zero. By choosing a critical value greater or smaller than those small value, the output bits will either include those bits or discard those bits.
-
-    //    int max_iteration = 10;
-    //int current
-
-    //int max_repetition = 0;//5;//100; usually converge to zero with 3
-    int current_iteration = ans;
-    for (int i_iteration = 0;i_iteration<max_repetition;i_iteration++){
-      if (ans >0){
-	break;
-      }
-      // usleep(100000);
-      //cout<<"iteration: "<<i_iteration<<", current_iteration = "<<current_iteration<<", ";
-      //      cout<<"bits_out, bound = "<<bound<<endl;
-      //      draw_toric_x_error(bitsout);
-      //cout<<"effective output bits, bound = "<<bound<<endl;
-      //draw_toric_x_error(rec_bits+bitsout+rec_bits0);
-
-      //check value of K, to compare value of bound
-      //cout<<"min abs in llr: "<<min(abs(llr_output))<<endl; //it is either large, or smaller than bound
-
-      //repeat decoding
-      //      C.get_llrcalc().to_qllr(s)
-      llr_input = C.get_llrcalc().to_qllr( C.get_llrcalc().to_double(llr_output));//not sure if needed, just want to resign llr_output to llr_input
-      ans = C.bp_decode(llr_input,llr_output);
-      bitsout = llr_output < bound;
-    }
-
-    bitsout=bitsout+rec_bits+rec_bits0;//cancel input vector
-    //bitsout=reduce_weight( bitsout, G);//remove trivial cycles
-    rec_bits=rec_bits0;//replace for compatibility for saving data
-
-    //count weight
-    /*switch ( weight(rec_bits) ){
-    case 0:
-      counts_weight_zero++;break;
-    case 1:
-      counts_weight_one++;break;
-    case 2:
-      counts_weight_two++;break;
-      }*/
-      
-    if(ans>=0){
-      if ( current_iteration < 0 ){
-	//cout<<endl;
-	//cout<<"-------------------------------make it converge after iteration."<<endl;
-	//cout<<endl;
-      }
-      /*
-      cout<<"llr="<<llr_output<<endl;
-      cout<<"rec_bits="<<rec_bits<<endl;
-      cout<<"bitsout ="<<bitsout<<endl;
-      //cout<<"diff   = "<<bitsin+bitsout<<endl;
-      cout<<"diff    ="<<rec_bits+bitsout<<endl;
-      */
-      //check min weight of bitsout?
-      //E_input_converge = append_vector(E_input_converge, rec_bits);
-      //E_output_converge = append_vector(E_output_converge, bitsout);//maybe all zero, but no harm to check            
-      counts_converge++;
-    }else{
-      /*
-       cout<<"not converge when i="<<i<<endl
-	  <<"rec_bits= "<<rec_bits<<endl
-	  <<"bitsout = "<<bitsout<<endl;
-      cout<<"diff    ="<<rec_bits+bitsout<<endl;
-      cout<<"llr = "<<llr_output<<endl;
-      cout<<"NC, \# of errors in rec_bits = "<<BERC::count_errors(bitsin,rec_bits);
-      cout<<", \# of errors in bitsout  = "<<BERC::count_errors(bitsin,bitsout)<<endl;
-      */
-
-      //E_input_nonconverge = append_vector(E_input_nonconverge,rec_bits);
-      //E_output_nonconverge = append_vector(E_output_nonconverge,bitsout);//this would be the input error for the random window decoder.
-      // break;//break here to just print the first non converged error
-    }
-    //    cout<<"rec_bits0"<<endl;
-    //draw_toric_x_error(rec_bits0);
-    /*
-cout<<"rec_bits"<<endl;
-    draw_toric_x_error(rec_bits);
-    cout<<"bits_out, bound = "<<bound<<endl;
-    draw_toric_x_error(bitsout);
-    //    cout<<"bits_out2, bound = "<< -bound<<endl;
-    //draw_toric_x_error(bitsout2);
-    cout<<"iteration  ans = "<<ans<<endl;
-    */
-  }
-  //cout<<"counts_converge="<<counts_converge<<endl;
-  double rate_converge=counts_converge*1.0/cycles;
-  cout<<"N = "<<N<<" =  2 x "<< N/2;
-  cout<<", p = "<<p;
-  cout<<", Converge rate ="<<rate_converge<<endl;
-  //  save_result(p,rate_converge,filename_result_p);//no need to save this. can get it by counting the size of the matrix when doing gnuplot
-
-  //save result to mat data, suing row_index and col_index
-  //data entries: p, rate
-  data->set(row_index,col_index,p);
-  data->set(row_index,col_index+1,rate_converge);
-  //data->set(row_index,col_index+2,1.0*counts_weight_zero/cycles);
-  //data->set(row_index,col_index+3,1.0*counts_weight_one/cycles);
-  //data->set(row_index,col_index+4,1.0*counts_weight_two/cycles);
-  //data->set(row_index,col_index+2,rate_converge);
-  
-  timer.toc_print();
-  return 0;
-}
-   
diff --git a/pattern_observer.c b/pattern_observer.c
index 776b0b5..f180085 100644
--- a/pattern_observer.c
+++ b/pattern_observer.c
@@ -193,10 +193,10 @@ int main(int argc, char **argv){
 
   //parameter setup
   int cycles=1;//10000;//number of cycles: fro toric code, 10000 give reletively clear result
-  int exit_at_iteration=1000;//parameter for bp decoding set_exit_condition()
+  int exit_at_iteration=999;//parameter for bp decoding set_exit_condition()
   //  int bound= (int) -4096 * log (p/(1-p));// -300; see note.pdf on how to choose bound
   int  bound = 0;
-  int max_repetition = 20;//10 for best result. supposed to be zero in our set up, just for a check       
+  int max_repetition = 0;//10 for best result. supposed to be zero in our set up, just for a check       
   
   /*char * filename_G=argv[1];
   char * filename_result=argv[2];//prefix for the file
@@ -260,9 +260,38 @@ int main(int argc, char **argv){
     */
     
     //    bvec rec_bits1( error_transform(rec_bits0,MM_to_GF2mat(filename_G)) ); //for test
-    bvec rec_bits= find_error(rec_bits0,H) ;
-    //    bvec rec_bits = rec_bits0;
 
+    //bvec rec_bits= find_error(rec_bits0,H) ;
+    bvec rec_bits = rec_bits0;
+    rec_bits.zeros();
+    rec_bits0.zeros();
+
+    switch ( 13) {
+    case 1:
+      rec_bits.set(0,1);
+      rec_bits0.set(0,1);
+      rec_bits.set(1,1);
+      rec_bits0.set(1,1);
+      break;
+    case 11:
+      rec_bits.set(63,1);
+      rec_bits0.set(63,1);
+      rec_bits.set(56,1);
+      rec_bits0.set(56,1);
+      break;
+    case 12:
+      rec_bits.set(49,1);
+      rec_bits0.set(49,1);
+      rec_bits.set(56,1);
+      rec_bits0.set(56,1);
+      break;
+    case 13:
+      rec_bits.set(35,1);
+      rec_bits0.set(35,1);
+      rec_bits.set(36,1);
+      rec_bits0.set(36,1);
+      break;
+    }
     
     //    cout<<rec_bits<<endl;
     //cout<<rec_bits0<<endl;
@@ -270,7 +299,7 @@ int main(int argc, char **argv){
     //manual input error for test
     //    rec_bits = bitsin; //zero vector
     //horizontally aligned double error 
-    //    rec_bits(0)=1;    rec_bits(1)=1; //not converge, loop between edges in a vertex
+    //rec_bits(0)=1;    rec_bits(1)=1; //not converge, loop between edges in a vertex
     //perpendicular double error
     //rec_bits(1+5)=1;    rec_bits(25+1)=1; //not converge, the error does not change, r vibirate around -600 or -300
 	
@@ -356,6 +385,7 @@ int main(int argc, char **argv){
       E_output_nonconverge = append_vector(E_output_nonconverge,bitsout);//this would be the input error for the random window decoder.
       // break;//break here to just print the first non converged error
     }
+    cout<<"rec_bits"<<endl;
     draw_toric_x_error(rec_bits);
     //int max_iteration = 10;//100; usually converge to zero with 3
     int current_iteration = ans;
@@ -400,7 +430,7 @@ int main(int argc, char **argv){
     draw_toric_x_error(rec_bits0);
     cout<<"sum"<<endl;
     draw_toric_x_error(rec_bits+bitsout+rec_bits0);
-    cout<<"reduced sum"<<endl;
+    cout<<"reduced sum (error remained after error correction)"<<endl;
     //    draw_toric_x_error(reduce_weight((rec_bits+bitsout+rec_bits0),G));
     //    cout<<"reduced weight = "<<weight(reduce_weight((rec_bits+bitsout+rec_bits0),G))<<endl;
     /*    bvec bits_bound = llr_output < -bound;
diff --git a/pattern_observer.out b/pattern_observer.out
index 0bfa72e600c654cdfcca2526886cb513dccdac35..7e226291383085083fbdc4725c040cd967af8930 100755
GIT binary patch
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diff --git a/pattern_observer.sh b/pattern_observer.sh
index b3469de..a6d438d 100755
--- a/pattern_observer.sh
+++ b/pattern_observer.sh
@@ -24,13 +24,13 @@ error_folder=data/toric/temp
 
 #size=13
 #for size in {5,7,9,11,13}
-for size in 5
+for size in 7
 do
     
     echo start pattern_observer.sh for size ${size}
     date
     #for i in {100..5000..100}
-    for i in 5000
+    for i in 1000
 	     #for i in {2000..2000..100}
     do
     
diff --git a/readme.md b/readme.md
index dd87beb..0b4a502 100644
--- a/readme.md
+++ b/readme.md
@@ -11,8 +11,13 @@
   - [x] plot result.
   - [x] plotted counts for errors with weight 0, 1, 2 respectively. Those counts are smaller than the converged error. Because in large-weight errors, there will be single error as well. Hence these counts are not meaningful. For a meaningful comparison, one should plot the weight of the errors, instead of counts. This comparison has been done before, hence not shown here. For reference see "Weilei Research Note.pdf"
   - [x] check iteration, see improvement about 20-30% in converge rate. no threshold.
-- APr 5
+- Apr 5
   - [x] replace bp decoding using syndrome based and LLR simplied. Passing test with 7 qubit code
-  - [ ] test repetition code
-  - [ ] test toric code and check result
+- Apr 6
+  - [x] test repetition code
+  - [x] test toric code and check result.
+  - [x] compare with itpp LDPC_Code.bp_decode(). Most result are the same, but in toric code, error=[1 1 0 0 ... 0] get a different result, but error=[0 ... 0 1 1 0 ... 0] get the saem result. Not sure why and not sure if this produce a statistical different in lasrge number of tests
+  - [ ] run full simulation on multiple codes and compare
+  
+  
 
diff --git a/std.log b/std.log
new file mode 100644
index 0000000..8497483
--- /dev/null
+++ b/std.log
@@ -0,0 +1,1421 @@
+Test the bp_syndrome_llr function
+parity check H = 
+---- GF(2) matrix of dimension 1224*2450 -- Density: 0.00163265 ----
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+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 
+error
+ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 
+syndrome = [1 1 1 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
+error_residue
+ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_|_
+| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 
+syndrome_residue = [1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
diff --git a/test.c b/test.c
index 6cb38f1..15db781 100644
--- a/test.c
+++ b/test.c
@@ -78,19 +78,69 @@ int thread_test()
 
 int bp_test(){
   cout<<"Test the bp_syndrome_llr function"<<endl;
-  GF2mat H = get_check(3,7);
+  //choose code
+
+  //toric code
+  int size=35;
+  string stabilizer_folder="data/toric/stabilizer";
+  string filename_H = stabilizer_folder + "/toric_S_z_size_" + to_string(size) + ".mm";
+  GF2mat H =MM_to_GF2mat(filename_H);
+
+  //GF2mat H = get_check(1,26); // repetition code
+
+
+  
   //  GF2mat H = get_check(2,7);
-  H = H.get_submatrix(0,0,2,6);
-  cout<<"parity check H = \n"<<H<<endl;
+  //  H = H.get_submatrix(0,0,2,6);
+  //  cout<<"parity check H = \n"<<H<<endl;
+  GF2matPrint(H);
   bvec error = zeros_b(H.cols());
-  error.set(0,1);
-  error.set(1,1);
-  error.set(2,1);
+  switch ( 2 ) {
+  case 0:
+    error.set(0,1);break;
+  case 1:
+    error.set(1,1);
+    //error.set(3,1);
+    error.set(0,1);
+    break;
+  case 11:
+    error.set(63,1);
+    //error.set(3,1);
+    error.set(56,1);
+    break;
+  case 12:
+    error.set(49,1);
+    //error.set(3,1);
+    error.set(56,1);
+    break;
+  case 13:
+    error.set(35,1);
+    //error.set(3,1);
+    error.set(36,1);
+    break;
+  case 2:
+    error.set(0,1);
+    error.set(1,1);
+    error.set(2,1);
+    error.set(3,1);
+    //  error.set(4,1);
+    error.set(5,1);
+    error.set(6,1);
+    error.set(7,1);
+    error.set(11,1);
+    break;
+  case 3:
+    for (int i =0; i<10; i++) error.set(2*i,1);break;
+
+  }
+  error=find_error(error,H);
+      
   cout<<"input error ="<<error<<endl;
+  
   bvec syndrome = (H*error);
   cout<<"syndrome = "<<syndrome<<endl;
   vec LLRin(H.cols());
-  double p =0.1;
+  double p =0.01;
   double LLR=log( (1-p)/p);
   LLRin.ones();
   LLRin = LLRin*LLR;    
@@ -98,16 +148,20 @@ int bp_test(){
   //LLRout.zeros();
   cout<<"LLRin  = "<< LLRin<<endl;
   //  cout<<"LLRout = "<< LLRout<<endl;
-  int exit_iteration = 5;
+  int exit_iteration = 2;
   int iteration = bp_syndrome_llr(H,syndrome,LLRin, LLRout, exit_iteration);
   cout<<" iteration = "<<iteration <<endl;
-  cout<<" LLRout = "<<LLRout<<endl;
+  //  cout<<" LLRout = "<<LLRout<<endl;
   bvec bits_out = LLRout < 0;
-  cout<<"bits_out = "<<bits_out<<endl;
-  cout<<"error    = "<<error<<endl;
+  //  cout<<"bits_out = "<<bits_out<<endl;
+  draw_toric_x_error(bits_out,"bits_out");
+  //cout<<"error    = "<<error<<endl;
+  draw_toric_x_error(error,"error");
+  cout<<"syndrome = "<<syndrome<<endl;
   bvec error_residue = error + bits_out;
   bvec syndrome_residue = H*error_residue;
-  cout<<"error_residue = "<< error_residue <<endl;
+  //  cout<<"error_residue = "<< error_residue <<endl;
+  draw_toric_x_error(error_residue,"error_residue");
   cout<<"syndrome_residue = "<< syndrome_residue <<endl;
   return 0;
 }
diff --git a/test.out b/test.out
index 14e2285fc0b5b3b6c31bd40167f3a4705db5745a..f365bc21285a3a789796c89d4980f162d165dcf6 100755
GIT binary patch
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