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exdc_factor_new_v2_bak_1102.cc
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exdc_factor_new_v2_bak_1102.cc
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#include <iostream>
#include <fstream>
#include <sstream>
#include <string>
#include <cstdlib>
#include <climits>
#include <vector>
#include <map>
#include <cmath>
#include <cassert>
#include <ctime>
#include <sys/timeb.h>
#include "head/queue.h"
#include "head/stack.h"
#include "head/basics.h"
#include "head/helper.h"
#include "head/read_file.h"
#include "head/write_func.h"
#include "head/exdc_helper.h"
#include "head/btree.h"
#include "head/sim_new.h"
#include "head/simu_ckt.h"
#include "cudd/bnet.h"
#include "head/loc_sim_main.h"
#include "/home/wuyi/usr/CUDD/cudd-2.5.0/cudd/cudd.h"
#include "/home/wuyi/usr/CUDD/cudd-2.5.0/cudd/cuddInt.h"
#include "cudd/cudd_build_v2.h"
using namespace std;
extern int numPI_ini;
extern double total_deviation;
extern int num_deviation;
extern int sample_num;
extern double ini_threshold_em;
extern int num_one_po_equal, num_one_po_unequal;
#define inacc_ratio 0
#define exp_ratio 0.002
#define em_ratio 1000
#define lit_weight 0.1
#define er_weight 0.6
#define em_weight 0.3
/*
functions in this file:
*/
//Global variables and external variables
int exdc_cubes_real_er(BnetNetwork *net, DdManager **dd, vector<string> &dont_care, vector<string> &local_dc_set, vector<char*> &cutnodes, set<string> &all_exdc_minterms, map<set<string>, double> &pattern_er, double &this_real_er, double threshold)
{
struct timeb st, et;
set<string>::iterator itrs, itrs1;
map<string, double>::iterator itrm_sd;
map<set<string>, double>::iterator itrm_vd;
BnetNode *auxnd;
cout << "In exdc_cubes_real_er, all_exdc_minterms: " << endl;
for(itrs = all_exdc_minterms.begin(); itrs != all_exdc_minterms.end(); itrs++)
cout << *itrs << endl;
itrm_vd = pattern_er.find(all_exdc_minterms);
if(itrm_vd != pattern_er.end())
{
this_real_er = itrm_vd->second;
cout << "found match in pattern_er!" << endl;
return 0;
}
ftime(&st);
ofstream fout;
fout.open("./pla_files/exdc_cubes.pla", ios::out);
itrs = all_exdc_minterms.begin();
string str = *itrs;
int numin = str.size();
int numout = 1;
fout << ".i " << numin << endl;
fout << ".o " << numout << endl;
fout << ".ilb ";
for(int i = 0; i < numin; i++)
fout << "n" << i << " ";
fout << endl;
fout << ".ob out" << endl;
// cout << "non-dc exdc_cubes: " << endl;
for(itrs = all_exdc_minterms.begin(); itrs != all_exdc_minterms.end(); itrs++)
{
string minterm = *itrs;
if(isIncludeVec(dont_care, minterm) || isIncludeVec(local_dc_set, minterm))
{
cout << "minterm " << minterm << " is dc." << endl;
continue;
}
fout << *itrs << " 1" << endl;
}
fout << ".e" << endl;
fout.close();
char com[100];
sprintf(com, "sis -t none -f ./script/sim_pla_cube.rug > ./pla_files/pla.txt");
system(com);
vector<string> exdc_cubes_sim;
ifstream fin;
fin.open("./pla_files/exdc_cubes_sim.pla", ios::in);
string s;
// cout << "exdc_cubes_sim: " << endl;
while(getline(fin, str))
{
istringstream ss(str);
ss >> s;
if(s[0] != '.')
{
exdc_cubes_sim.push_back(s);
// cout << s << endl;
}
}
fin.close();
ftime(&et);
double rt_sim_pla = ((et.time - st.time)*1000 + (et.millitm - st.millitm))/1000.0;
// cout << "@runtime for sim_pla: " << rt_sim_pla << endl;
/*Build bdds for don't cares in dc_include*/
int num_exdc_cubes = exdc_cubes_sim.size();
ftime(&st);
DdNode *tmp;
DdNode *func, *prod, *var, *var_tmp;
func = Cudd_ReadLogicZero(*dd);
Cudd_Ref(func);
cout << "exdc_cubes_sim: " << endl;
for(int i = 0; i < exdc_cubes_sim.size(); i++)
{
prod = Cudd_ReadOne(*dd);
Cudd_Ref(prod);
string dc = exdc_cubes_sim[i];
cout << dc << endl;
for(int i = 0; i < dc.size(); i++)
{
if(dc[i] == '-')
continue;
char *cnode = cutnodes[i];
if(!st_lookup((net)->hash, cnode, &auxnd))
{
cout << "current node doesn't exixt in st_table!" << endl;
exit(1);
}
if (dc[i] == '1')
var = auxnd->dd;
else
var = Cudd_Not(auxnd->dd);
tmp = Cudd_bddAnd(*dd, prod, var);
if (tmp == NULL)
{
cout << "tmp is NULL!" << endl;
exit(1);
}
Cudd_Ref(tmp);
Cudd_IterDerefBdd(*dd, prod);
prod = tmp;
}
tmp = Cudd_bddOr(*dd, func, prod);
Cudd_Ref(tmp);
Cudd_IterDerefBdd(*dd, func);
func = tmp;
}
double num_minterm = Cudd_CountMinterm(*dd, func, numPI_ini);
Cudd_IterDerefBdd(*dd, func);
this_real_er = num_minterm/pow(2.0, numPI_ini);
pattern_er.insert(make_pair(all_exdc_minterms, this_real_er));
ftime(&et);
double rt_comp_er = ((et.time - st.time)*1000 + (et.millitm - st.millitm))/1000.0;
// cout << "@runtime for comp_er: " << rt_comp_er << endl;
return 0;
}
/*exdc_real_er_v2()*/
double exdc_real_er_v2(BnetNetwork *net, DdManager **dd, vector<char*> &cutnodes, string &sexdc, int num_digit)
{
double this_real_er;
BnetNode *nd, *auxnd;
DdNode *func;
if(num_digit == 1)
{
char *cnode = cutnodes[0];
st_lookup(net->hash, cnode, &nd);
if(sexdc[0] == '1')
this_real_er = nd->rp;
else if(sexdc[0] == '0')
this_real_er = 1 - nd->rp;
return this_real_er;
}
else
{
DdNode *prod = Cudd_ReadOne(*dd);
Cudd_Ref(prod);
// cout << "sexdc = " << sexdc << endl;
for(int i = 0; i < sexdc.size(); i++)
{
if(sexdc[i] == '-')
continue;
char *cnode = cutnodes[i];
// cout << "cnode: " << cnode << endl;
if(!st_lookup((net)->hash, cnode, &auxnd))
{
cout << "current node doesn't exixt in st_table!" << endl;
exit(1);
}
if(auxnd->dd == NULL)
{
cout << "auxnd->dd is NULL!" << endl;
exit(1);
}
DdNode *var;
if (sexdc[i] == '1')
var = auxnd->dd;
else
var = Cudd_Not(auxnd->dd);
if(var == NULL)
{
cout << "var is NULL!" << endl;
exit(1);
}
DdNode *tmp = Cudd_bddAnd((*dd), prod, var);
if (tmp == NULL)
{
cout << "tmp is NULL!" << endl;
exit(1);
}
Cudd_Ref(tmp);
Cudd_IterDerefBdd(*dd, prod);
// Cudd_IterDerefBdd(*dd, var);
prod = tmp;
}
double num_minterm = Cudd_CountMinterm(*dd, prod, numPI_ini);
// cout << "num_minterm = " << num_minterm << endl;
Cudd_IterDerefBdd(*dd, prod);
double this_real_er = num_minterm/pow(2.0, numPI_ini);
return this_real_er;
}
}
void build_tree_from_exp(string &str, btNode **root)
{
*root = CreateInfixTree(str);
// int numPT = 0;
// cout << "compute numPT: " << endl;
// compNumPT(root, numPT);
// cout << "inorder print: " << endl;
InOrderPrintTree(*root);
// cout << endl;
// cout << "number of cubes: " << numPT << endl;
}
void add_space_star(string &str, string &new_str)
{
string s;
//add space around '(' and ')'
string::size_type n = 0;
string leftp = "( ";
string rightp = " )";
while((n = str.find('(', n)) != string::npos)
{
str.replace(n, 1, leftp);
n += leftp.size();
}
n = 0;
while((n = str.find(')', n)) != string::npos)
{
str.replace(n, 1, rightp);
n += rightp.size();
}
//add '*' in the right place
// cout << "current str: " << str << endl;
string preStr("*");
istringstream ss(str);
string newStr;
while(ss >> s)
{
if(s == "+" || s == ")")
{
newStr.append(s);
newStr.append(" ");
}
else
{
if(preStr != "*" && preStr != "+" && preStr != "(")
newStr.append("* ");
newStr.append(s);
newStr.append(" ");
}
preStr = s;
}
new_str = newStr;
}
void build_btree(vector<string> &lit_unit, vector<string> &sop_set, vector<string> &factor_set, map<string, btNode*> &factor_exp_trees)
{
map<string, btNode*>::iterator itrm_sb1;
string str, s;
for(int i = 0; i < lit_unit.size(); i++)
{
str = lit_unit[i];
string newStr;
add_space_star(str, newStr);
// cout << "new str: " << newStr << endl;
if(newStr.find('(') != string::npos || newStr.find(')') != string::npos)
factor_set.push_back(newStr);
else
sop_set.push_back(newStr);
}
//build a binary tree for each factor expression
// cout << "factor_set: " << endl;
for(int i = 0; i < factor_set.size(); i++)
{
// cout << factor_set[i] << endl;
btNode *root;
build_tree_from_exp(factor_set[i], &root);
factor_exp_trees.insert(pair<string, btNode*>(factor_set[i], root));
}
}
int check_ignore_case(BnetNetwork *net, istringstream &ss1, string &cstr)
{
string s;
BnetNode *tmp;
int num_node = 0;
while(ss1 >> s)
{
if(s == "*" || s == "(" || s == ")")
continue;
num_node++;
}
if(num_node == 1)
{
string ncstr;
string::size_type n = 0;
if((n = cstr.find('\'', n)) != string::npos)
ncstr = cstr.substr(0, n);
else
ncstr = cstr;
char *cname = new char[50];
strcpy(cname, ncstr.c_str());
st_lookup(net->hash, cname, &tmp);
if(tmp->type == BNET_INPUT_NODE)
{
cout << "the only node in this sop is an input node, ignore!" << endl;
delete []cname;
return 1;
}
else
delete []cname;
}
return 0;
}
void get_true_name(string &s, string &ncstr, int &sign)
{
//remove trailing spaces
int pos_space = -1;
for(int j = 0; j < s.size(); j++)
if(s[j] == ' ')
{
pos_space = j;
break;
}
if(pos_space != -1)
s = s.substr(0, pos_space);
//remove last '\'' if exists
string::size_type n = 0;
sign = 1; //positive literal
if((n = s.find('\'', n)) != string::npos)
{
ncstr = s.substr(0, n);
sign = 0; //positive literal
}
else
ncstr = s;
}
void retrieve_cube(istringstream &ss, map<string, int> &name_pos, int num_input, string &ccube)
{
string s;
map<string, int>::iterator itrm_si;
map<int, int> pos_sign;
map<int, int>::iterator itrmi;
while(ss >> s)
{
if(s == "*" || s == "(" || s == ")")
continue;
string ncstr;
int sign;
get_true_name(s, ncstr, sign);
itrm_si = name_pos.find(ncstr);
pos_sign.insert(pair<int, int>(itrm_si->second, sign));
}
for(int i = 0; i < num_input; i++)
{
itrmi = pos_sign.find(i);
if(itrmi == pos_sign.end())
ccube.append(1, '-');
else
{
int sign = itrmi->second;
if(sign == 1)
ccube.append(1, '1');
else
ccube.append(1, '0');
}
}
}
void update_index_inv_pla(btNode *root, map<int, btNode*> &leaf_set, map<string, int> &name_pos, int num_input, map<int, vector<string> > &index_inv_pla, multimap<string, int> &node_index, set<string> ¤t_inv_pla)
{
// cout << "in update_index_inv_pla: " << endl;
map<int, btNode*>::iterator itrm_ib;
for(itrm_ib = leaf_set.begin(); itrm_ib != leaf_set.end(); itrm_ib++)
{
int index = itrm_ib->first;
btNode *leaf = itrm_ib->second;
node_index.insert(make_pair(leaf->data, index));
// cout << "leaf node: " << leaf->data << endl;
//obtain index_inv_pla
vector<string> inv_cubes;
get_involve_cubes(root, leaf, inv_cubes);
vector<string> inv_pla;
// cout << "inv_cubes: " << endl;
for(int j = 0; j < inv_cubes.size(); j++)
{
// cout << inv_cubes[j] << endl;
string this_inv_pla;
get_involve_pla(leaf_set, name_pos, num_input, inv_cubes[j], this_inv_pla);
current_inv_pla.insert(this_inv_pla);
inv_pla.push_back(this_inv_pla);
// cout << this_inv_pla << endl;
}
index_inv_pla.insert(make_pair(index, inv_pla));
}
}
//exdc_factor
void exdc_factor_new_v2(BnetNetwork *net, DdManager **dd, char *cnode, vector<char*> &unsort_cutnodes, map<string, struct score_pla> &sim_record, vector<string> &org_pla, vector<string> &dont_care, vector<string> &local_dc_set, set<char*> &po_set, map<string, vector<string> > &po_dont_care_map, map<string, int> &internal_index, vector<struct index_flag> &input_index, map<string, struct wi_pair> &sim_output_wi, struct po_index_set &pis, vector<string> &rand, vector<string> &simu_res, int num_output, map<string, map<string, double> > &node_pattern_rate, struct score_pla &max_sp, double threshold_er, double threshold_em, int iIndex)
{
//iterators
struct timeb st, et, st1, et1, st2, et2;
multimap<double, string>::iterator itrmm_ds;
map<string, double>::iterator itrm_sd, itrm_sd1;
map<string, struct score_pla>::iterator itrm_ss;
multimap<double, vector<string> >::iterator itrm_dv;
set<int>::iterator itrs0, itrs1, itrs2;
set<string>::iterator itrss, itrss0, itrss1;
set<char*>::iterator itrs_char;
map<string, vector<string> >::iterator itrm_sv;
map<string, struct wi_pair>::iterator itrm_sw;
map<int, int>::iterator itrmi;
//variables
char com[100];
string str, s;
BnetNode *nd, *tmp, *auxnd;
max_sp.score = -(1e+9);
max_sp.lit_save = 0;
max_sp.real_er = 1;
max_sp.ave_em = 1e+9;
double max_score = -(1e+9);
int lit_save;
double score, this_real_er;
vector<string> final_pla;
map<set<string>, double > pattern_er;
double max_error_mag = 1;
int num_lines_org_pla = 0;
int flag_within = 0;
//print out current node's info
cout << endl << "$current node: " << cnode << endl;
int num_input = unsort_cutnodes.size();
st_lookup(net->hash, cnode, &nd);
cout << "org_pla: " << endl;
for(int i = 0; i < org_pla.size(); i++)
{
cout << org_pla[i] << endl;
num_lines_org_pla++;
}
cout << endl;
//get the factored form of cnode
cout << endl << "$factor form of bignode: " << endl;
write_bignode_pla(net, cnode);
sprintf(com, "sis -t none -f ./script/print_factor_org.rug > factor.txt");
system(com);
//get name_pos
cout << "unsort_cutnodes: " << endl;
set<string> insig;
map<string, int> name_pos;
map<string, int>::iterator itrm_si;
for(int i = 0; i < unsort_cutnodes.size(); i++)
{
cout << unsort_cutnodes[i] << " ";
string name(unsort_cutnodes[i]);
insig.insert(name);
name_pos.insert(pair<string, int>(name, i));
}
cout << endl;
//if current node has only one affected po, then first get its weight and compute its maximum error magnitude
if (po_set.size() == 1)
{
cout << "Current node has only one affected po!" << endl;
itrs_char = po_set.begin();
string po(*itrs_char);
if(iIndex > 0) po.append("sim");
itrm_sw = sim_output_wi.find(po);
int weight = itrm_sw->second.weight;
max_error_mag = pow(2.0, weight);
}
else
{
cout << "Current node has multiple affected pos!" << endl;
int min_weight = 1000;
for(itrs_char = po_set.begin(); itrs_char != po_set.end(); itrs_char++)
{
string po(*itrs_char);
if(iIndex > 0) po.append("sim");
itrm_sw = sim_output_wi.find(po);
int weight = itrm_sw->second.weight;
if (weight < min_weight) min_weight = weight;
}
max_error_mag = pow(2.0, min_weight);
}
cout << "max_error_mag = " << max_error_mag << endl;
/* if (max_error_mag/sample_num > em_ratio * threshold_em)
{
cout << "estimated error magnitude is not within threshold_em!" << endl;
return;
}
*/
#ifdef use_record
if(!sim_record.empty())
{
string cnode_str(cnode);
itrm_ss = sim_record.find(cnode_str);
if(itrm_ss != sim_record.end())
{
struct score_pla this_score_pla = itrm_ss->second;
cout << "found match in sim_record: " << endl;
set<string> old_dc = this_score_pla.dc;
set<string> new_dc;
for(int i = 0; i < dont_care.size(); i++)
new_dc.insert(dont_care[i]);
for(int i = 0; i < local_dc_set.size(); i++)
new_dc.insert(local_dc_set[i]);
set<string> old_insig = this_score_pla.insig;
final_pla = this_score_pla.pla;
string cdc(num_input, '-');
if(old_dc != new_dc || old_insig != insig)
cout << "don't-cares are changed or input nodes are changed!" << endl;
else if(final_pla.empty() || final_pla[0] == cdc)
cout << "this node is simplified to be 0 or 1!" << endl;
else
{
cout << "don't-cares and input nodes are unchanged!" << endl;
cout << "this_final_pla: " << endl;
for(int i = 0; i < final_pla.size(); i++)
cout << final_pla[i] << endl;
max_sp = this_score_pla;
return;
}
}
}
#endif
//obtain pattern_rate for cnode
map<string, map<string, double> >::iterator itrm_ssd;
string sname(cnode);
itrm_ssd = node_pattern_rate.find(sname);
map<string, double> pattern_rate = itrm_ssd->second;
// cout << "patterns with error rate <= threshold_er: " << endl;
int num_useful = 0;
for(itrm_sd = pattern_rate.begin(); itrm_sd != pattern_rate.end(); itrm_sd++)
{
double er = itrm_sd->second;
if((er-threshold_er)/threshold_er <= inacc_ratio)
{
// cout << itrm_sd->first << ": " << er << endl;
num_useful++;
}
}
if(!num_useful && dont_care.empty())
{
max_sp.score = -1;
max_sp.real_er = 1;
cout << "no useful patterns!" << endl;
return;
}
//read the factored form of cnode from file factor.txt
string ffe;
read_factor_v2(ffe);
//build a binary tree for the factored-form-expression
btNode *ini_root;
string ffe_space;
add_space_star(ffe, ffe_space);
build_tree_from_exp(ffe_space, &ini_root);
cout << "ffe_space = " << ffe_space << endl;
//pick exdcs for ffe(factor-form-expression)
cout << endl << "**************************************" << endl;
cout << "$pick exdcs for ffe(factor-form-expression): " << endl;
cout << "current factor: " << ffe << endl;
btNode *root;
//find all leaf nodes and set their indexes: leaf_set
map<int, btNode*> ini_leaf_set, leaf_set;
map<int, btNode*>::iterator itrm_ib;
int start_ind = 0;
visitleaf(ini_root, ini_leaf_set, start_ind);
leaf_set = ini_leaf_set;
int num_lit = ini_leaf_set.size();
cout << "num_lit = " << num_lit << endl;
comp_exp(&ini_root); //compute expression at each node
//obtain ini_node_inv_pla & ini_current_inv_pla
map<int, vector<string> > ini_index_inv_pla, index_inv_pla;
map<int, vector<string> >::iterator itrm_iv;
multimap<string, int> ini_node_index, node_index;
multimap<string, int>::iterator itrmm_si;
set<string> ini_current_inv_pla, current_inv_pla;
update_index_inv_pla(ini_root, ini_leaf_set, name_pos, num_input, ini_index_inv_pla, ini_node_index, ini_current_inv_pla);
index_inv_pla = ini_index_inv_pla;
current_inv_pla = ini_current_inv_pla;
node_index = ini_node_index;
//start check every possible simplification
set<int> over_er_index;
set<string> exdc_cubes, all_exdc_minterms;
vector<string> sim_org_pla, sim_org_pla_tmp, final_org_pla;
double er_devi;
if(num_lit > 5)
num_lit = 5; //set the limit for literal save
//ASPDAC modification: ignore the case where lit_save = 1
for(int i = 2; i <= num_lit; i++)
{
if(i == num_lit)
{
cout << endl << "##lit_save = " << i << endl;
cout << "case 1. removing this whole factor: " << endl;
// cout << "ini_current_inv_pla: " << endl;
exdc_cubes.clear();
for(itrss = ini_current_inv_pla.begin(); itrss != ini_current_inv_pla.end(); itrss++)
{
// cout << *itrs << endl;
exdc_cubes.insert(*itrss);
}
all_exdc_minterms.clear();
for(itrss = exdc_cubes.begin(); itrss != exdc_cubes.end(); itrss++)
{
string cube = *itrss;
exp_cube_set(cube, all_exdc_minterms);
}
#ifdef use_bdd
int res = exdc_cubes_real_er(net, dd, dont_care, local_dc_set, unsort_cutnodes, all_exdc_minterms, pattern_er, this_real_er, threshold_er);
cout << "this_real_er = " << this_real_er << endl;
#endif
#ifdef use_simu
double this_simu_er = 0;
int status = simu_real_er(all_exdc_minterms, dont_care, local_dc_set, pattern_rate, num_deviation, this_simu_er);
this_real_er = this_simu_er;
cout << "this_simu_er = " << this_real_er << ", threshold_er = " << threshold_er << endl;
er_devi = (this_simu_er - threshold_er)/threshold_er;
cout << "er_devi = " << er_devi << endl;
#endif
if(er_devi > inacc_ratio)
cout << "!error rate is beyond threshold_er" << endl;
else
{
cout << "!error rate is within threshold_er" << endl;
//compute the averge error magnitude
/* if (this_real_er * max_error_mag > em_ratio * threshold_em)
cout << "out of threshold_em!" << endl;
else
*/
{
double cur_ave_error_mag;
if(this_simu_er == 0)
{
cur_ave_error_mag = 0;
cout << "po_set: " << endl;
for(itrs_char = po_set.begin(); itrs_char != po_set.end(); itrs_char++)
{
cout << *itrs_char << " ";
if(status)
{
string po(*itrs_char);
if(iIndex > 0) po.append("sim");
itrm_sw = sim_output_wi.find(po);
int weight = itrm_sw->second.weight;
cur_ave_error_mag += pow(2.0, weight) * exp_ratio;
}
}
cout << endl;
}
else
cur_ave_error_mag = estimate_ave_error_mag(po_set, po_dont_care_map, sim_output_wi, input_index, rand, simu_res, dont_care, local_dc_set, all_exdc_minterms, iIndex);
cout << "cur_ave_error_mag = " << cur_ave_error_mag << endl;
cout << "threshold_em = " << threshold_em << endl;
#ifdef not_care_em
cur_ave_error_mag = -1;
#endif
if(cur_ave_error_mag <= em_ratio * threshold_em)
{
cout << "within threshold_em!" << endl;
if (flag_within == 0) flag_within = 1;
sim_org_pla.clear();
for(int k = 0; k < org_pla.size(); k++)
{
itrss = ini_current_inv_pla.find(org_pla[k]);
if(itrss == ini_current_inv_pla.end())
sim_org_pla.push_back(org_pla[k]);
}
final_org_pla.clear();
lit_save = get_save_new(net, cnode, 0, sim_org_pla, final_org_pla, iIndex);
if(this_real_er == 0 && cur_ave_error_mag == 0)
score = lit_save * 100;
else
// score = lit_save * (er_weight*(threshold_er - this_real_er)/threshold_er + em_weight*(threshold_em - cur_ave_error_mag)/threshold_em);
score = lit_weight * lit_save/num_lit + er_weight*(threshold_er - this_real_er)/threshold_er + em_weight*(threshold_em - cur_ave_error_mag)/threshold_em;
cout << "lit_save = " << lit_save << endl;
cout << "score = " << score << endl;
if(score > max_score)
{
max_sp.score = score;
max_sp.lit_save = lit_save;
max_sp.real_er = this_real_er;
max_sp.ave_em = cur_ave_error_mag;
max_sp.pla = final_org_pla;
vector<string> all_dc = dont_care;
all_dc.insert(all_dc.end(), local_dc_set.begin(), local_dc_set.end());
set<string> dc_set;
for(int k = 0; k < all_dc.size(); k++)
dc_set.insert(all_dc[k]);
max_sp.dc = dc_set;
max_sp.insig = insig;
max_score = score;
}
}
else
cout << "out of threshold_em!" << endl;
}
}
cout << "case 2. make this whole factor become 1: " << endl;
string cdc(num_input, '-');
vector<string> org_cubes;
org_cubes.push_back(cdc);
all_exdc_minterms.clear();
minus_cubes(org_cubes, org_pla, all_exdc_minterms);
#ifdef use_bdd
res = exdc_cubes_real_er(net, dd, dont_care, local_dc_set, unsort_cutnodes, all_exdc_minterms, pattern_er, this_real_er, threshold_er);
cout << "this_real_er = " << this_real_er << endl;
#endif
#ifdef use_simu
this_simu_er = 0;
status = simu_real_er(all_exdc_minterms, dont_care, local_dc_set, pattern_rate, num_deviation, this_simu_er);
this_real_er = this_simu_er;
cout << "this_simu_er = " << this_real_er << ", threshold_er = " << threshold_er << endl;
er_devi = (this_simu_er - threshold_er)/threshold_er;
cout << "er_devi = " << er_devi << endl;
#endif
if(er_devi > inacc_ratio)
cout << "!error rate is beyond threshold_er" << endl;
else
{
cout << "!error rate is within threshold_er" << endl;
//compute the averge error magnitude
/* if (this_real_er * max_error_mag > em_ratio * threshold_em)
cout << "out of threshold_em!" << endl;
else
*/
{
double cur_ave_error_mag;
if(this_simu_er == 0)
{
cur_ave_error_mag = 0;
cout << "po_set: " << endl;
for(itrs_char = po_set.begin(); itrs_char != po_set.end(); itrs_char++)
{
cout << *itrs_char << " ";
if(status)
{
string po(*itrs_char);
if(iIndex > 0) po.append("sim");
itrm_sw = sim_output_wi.find(po);
int weight = itrm_sw->second.weight;
cur_ave_error_mag += pow(2.0, weight) * exp_ratio;
}
}
cout << endl;
}
else
cur_ave_error_mag = estimate_ave_error_mag(po_set, po_dont_care_map, sim_output_wi, input_index, rand, simu_res, dont_care, local_dc_set, all_exdc_minterms, iIndex);
cout << "cur_ave_error_mag = " << cur_ave_error_mag << endl;
cout << "threshold_em = " << threshold_em << endl;
#ifdef not_care_em
cur_ave_error_mag = -1;
#endif
if(cur_ave_error_mag <= em_ratio * threshold_em)
{
cout << "within threshold_em!" << endl;
if (flag_within == 0) flag_within = 1;
sim_org_pla.clear();
final_org_pla.clear();
lit_save = get_save_new(net, cnode, 1, sim_org_pla, final_org_pla, iIndex);
if(this_real_er == 0 && cur_ave_error_mag == 0)
score = lit_save * 100;
else
// score = lit_save / (this_real_er*(1-this_real_er));
// score = lit_save / (this_real_er * cur_ave_error_mag);
// score = lit_save * (er_weight*(threshold_er - this_real_er)/threshold_er + em_weight*(threshold_em - cur_ave_error_mag)/threshold_em);
score = lit_weight * lit_save/num_lit + er_weight*(threshold_er - this_real_er)/threshold_er + em_weight*(threshold_em - cur_ave_error_mag)/threshold_em;
cout << "lit_save = " << lit_save << endl;
cout << "score = " << score << endl;
if(score > max_score)
{
max_sp.score = score;
max_sp.lit_save = lit_save;
max_sp.real_er = this_real_er;
max_sp.ave_em = cur_ave_error_mag;
max_sp.pla = final_org_pla;
vector<string> all_dc = dont_care;
all_dc.insert(all_dc.end(), local_dc_set.begin(), local_dc_set.end());
set<string> dc_set;
for(int k = 0; k < all_dc.size(); k++)
dc_set.insert(all_dc[k]);
max_sp.dc = dc_set;
max_sp.insig = insig;
max_score = score;
}
}
else
cout << "out of threshold_em!" << endl;
}
}
break;
}//if(i == num_lit)
int lit_save = i;
cout << endl << "##lit_save = " << i << endl;
double num_choice = (factorial(num_lit) / factorial(i) ) / factorial(num_lit - i);
cout << "num_choice = " << num_choice << endl;
int index_vec[num_lit];
int index_limit[num_lit];
//initialize index_vec
int q = 0, p = 0;
for(int j = 0; j < i; j++)
{
index_vec[q++] = j;
index_limit[p++] = num_lit - i + j;
}
double num_total = 0;
int flag_ignore = 0;
while(num_total < num_choice)
{
//step1. obtain index_str
cout << endl << "**index_vec: ";
vector<string> node_vec;
for(int k = 0; k < lit_save; k++)
{
cout << index_vec[k];
itrm_ib = ini_leaf_set.find(index_vec[k]);
string node = itrm_ib->second->data;
node_vec.push_back(node);
}
cout << endl;
//step2. restore varilabes and containers
sim_org_pla.clear();
for(itrss = ini_current_inv_pla.begin(); itrss != ini_current_inv_pla.end(); itrss++)
sim_org_pla.push_back(*itrss);
leaf_set = ini_leaf_set;
index_inv_pla = ini_index_inv_pla;
node_index = ini_node_index;
btNode *root = new btNode;
root->parent = NULL;
copyTree(ini_root, root);
//step3. check this simplification
vector<string> add_pla;
set<string> delete_pla;
int lit_save = i;
int flag_reduce = 0;
ftime(&st1);
for(int k = 0; k < lit_save; k++)
{
int index;
string leaf_node;
if(k == 0)
{
index = index_vec[k];
leaf_node = node_vec[k];
}
else if(k > 0)
{
leaf_node = node_vec[k];
cout << "leaf_node: " << leaf_node << endl;
int num_same = node_index.count(leaf_node);
if(num_same > 1)
{
cout << "same node appears more than once!" << endl;
break;
}
else if(num_same == 0)
break;
else
{
itrmm_si = node_index.find(leaf_node);
index = itrmm_si->second;
}
}
itrm_ib = leaf_set.find(index);
btNode *leaf = itrm_ib->second;
itrm_iv = index_inv_pla.find(index);
vector<string> inv_pla = itrm_iv->second;
add_pla.clear();
delete_pla.clear();
btNode *parent = leaf->parent;
if(parent == NULL || parent->data == "+")
{
cout << "remove node " << leaf->data << " by reducing: " << endl;
flag_reduce = 1;
}
else if(parent->data == "*")
{
cout << "remove node " << leaf->data << " by expanding: " << endl;
//update add_pla
vector<string> exp_cubes;
string true_name;
int sign;
get_true_name(leaf->data, true_name, sign);
itrm_si = name_pos.find(true_name);
int pos = itrm_si->second;
for(int q = 0; q < inv_pla.size(); q++)
{
string cstr = inv_pla[q];
cstr[pos] = '-';
exp_cubes.push_back(cstr);
}
add_pla.insert(add_pla.end(), exp_cubes.begin(), exp_cubes.end());
}
//set delete_pla = inv_pla
for(int q = 0; q < inv_pla.size(); q++)
delete_pla.insert(inv_pla[q]);
//update sim_org_pla by removing delete_pla and add add_pla
sim_org_pla_tmp.clear();
for(int q = 0; q < sim_org_pla.size(); q++)
{
itrss = delete_pla.find(sim_org_pla[q]);
if(itrss == delete_pla.end())
sim_org_pla_tmp.push_back(sim_org_pla[q]);
}
sim_org_pla_tmp.insert(sim_org_pla_tmp.begin(), add_pla.begin(), add_pla.end());
sim_org_pla = sim_org_pla_tmp;
//update tree for this simplified factor
ftime(&st2);