Moved most modules into lib

1 files changed, 1185 insertions, 0 deletions

diff --git a/src/omegatools.cc b/src/omegatools.cc
new file mode 100644
index 0000000..3aac404
--- /dev/null
+++ b/src/omegatools.cc
@@ -0,0 +1,1185 @@
+/*****************************************************************************
+ Copyright (C) 2008 University of Southern California
+ Copyright (C) 2009-2010 University of Utah
+ All Rights Reserved.
+
+ Purpose:
+   Useful tools involving Omega manipulation.
+
+ Notes:
+
+ History:
+   01/2006 Created by Chun Chen.
+   03/2009 Upgrade Omega's interaction with compiler to IR_Code, by Chun Chen.
+*****************************************************************************/
+
+#include <code_gen/codegen.h>
+#include "omegatools.hh"
+#include "ir_code.hh"
+#include "chill_error.hh"
+
+using namespace omega;
+
+namespace {
+  struct DependenceLevel {
+    Relation r;
+    int level;
+    int dir; // direction upto current level:
+    // -1:negative, 0: undetermined, 1: postive
+    std::vector<coef_t> lbounds;
+    std::vector<coef_t> ubounds;
+    DependenceLevel(const Relation &_r, int _dims):
+      r(_r), level(0), dir(0), lbounds(_dims), ubounds(_dims) {}
+  };
+}
+
+
+
+
+std::string tmp_e() {
+  static int counter = 1;
+  return std::string("e")+to_string(counter++);
+}
+
+void exp2formula(IR_Code *ir, Relation &r, F_And *f_root, std::vector<Free_Var_Decl*> &freevars,
+                 CG_outputRepr *repr, Variable_ID lhs, char side, IR_CONDITION_TYPE rel, bool destroy) {
+  
+  switch (ir->QueryExpOperation(repr)) {
+  case IR_OP_CONSTANT:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    IR_ConstantRef *ref = static_cast<IR_ConstantRef *>(ir->Repr2Ref(v[0]));
+    if (!ref->is_integer())
+      throw ir_exp_error("non-integer constant coefficient");
+    
+    coef_t c = ref->integer();
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_root->add_GEQ();
+      h.update_coef(lhs, 1);
+      if (rel == IR_COND_GE)
+        h.update_const(-c);
+      else
+        h.update_const(-c-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_root->add_GEQ();
+      h.update_coef(lhs, -1);
+      if (rel == IR_COND_LE)
+        h.update_const(c);
+      else
+        h.update_const(c-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_const(-c);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    delete v[0];
+    delete ref;
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_VARIABLE:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    IR_ScalarRef *ref = static_cast<IR_ScalarRef *>(ir->Repr2Ref(v[0]));
+    
+    std::string s = ref->name();
+    Variable_ID e = find_index(r, s, side);
+    
+    if (e == NULL) { // must be free variable
+      Free_Var_Decl *t = NULL;
+      for (unsigned i = 0; i < freevars.size(); i++) {
+        std::string ss = freevars[i]->base_name();
+        if (s == ss) {
+          t = freevars[i];
+          break;
+        }
+      }
+      
+      if (t == NULL) {
+        t = new Free_Var_Decl(s);
+        freevars.insert(freevars.end(), t);
+      }
+      
+      e = r.get_local(t);
+    }
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_root->add_GEQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, -1);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_root->add_GEQ();
+      h.update_coef(lhs, -1);
+      h.update_coef(e, 1);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, -1);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    //  delete v[0];
+    delete ref;
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_ASSIGNMENT:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    exp2formula(ir, r, f_root, freevars, v[0], lhs, side, rel, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_PLUS:
+  {
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e1 = f_exists->declare(tmp_e());
+    Variable_ID e2 = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e1, -1);
+      h.update_coef(e2, -1);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, -1);
+      h.update_coef(e1, 1);
+      h.update_coef(e2, 1);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e1, -1);
+      h.update_coef(e2, -1);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    exp2formula(ir, r, f_and, freevars, v[0], e1, side, IR_COND_EQ, true);
+    exp2formula(ir, r, f_and, freevars, v[1], e2, side, IR_COND_EQ, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_MINUS:
+  {
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e1 = f_exists->declare(tmp_e());
+    Variable_ID e2 = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e1, -1);
+      h.update_coef(e2, 1);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, -1);
+      h.update_coef(e1, 1);
+      h.update_coef(e2, -1);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e1, -1);
+      h.update_coef(e2, 1);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    exp2formula(ir, r, f_and, freevars, v[0], e1, side, IR_COND_EQ, true);
+    exp2formula(ir, r, f_and, freevars, v[1], e2, side, IR_COND_EQ, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_MULTIPLY:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    coef_t coef;
+    CG_outputRepr *term;
+    if (ir->QueryExpOperation(v[0]) == IR_OP_CONSTANT) {
+      IR_ConstantRef *ref = static_cast<IR_ConstantRef *>(ir->Repr2Ref(v[0]));
+      coef = ref->integer();
+      delete v[0];
+      delete ref;
+      term = v[1];
+    }
+    else if (ir->QueryExpOperation(v[1]) == IR_OP_CONSTANT) {
+      IR_ConstantRef *ref = static_cast<IR_ConstantRef *>(ir->Repr2Ref(v[1]));
+      coef = ref->integer();
+      delete v[1];
+      delete ref;
+      term = v[0];
+    }
+    else
+      throw ir_exp_error("not presburger expression");
+    
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, -coef);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, -1);
+      h.update_coef(e, coef);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, -coef);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    exp2formula(ir, r, f_and, freevars, term, e, side, IR_COND_EQ, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_DIVIDE:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    assert(ir->QueryExpOperation(v[1]) == IR_OP_CONSTANT);
+    IR_ConstantRef *ref = static_cast<IR_ConstantRef *>(ir->Repr2Ref(v[1]));
+    coef_t coef = ref->integer();
+    delete v[1];
+    delete ref;
+    
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, coef);
+      h.update_coef(e, -1);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, -coef);
+      h.update_coef(e, 1);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(lhs, coef);
+      h.update_coef(e, -1);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    exp2formula(ir, r, f_and, freevars, v[0], e, side, IR_COND_EQ, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_POSITIVE:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    exp2formula(ir, r, f_root, freevars, v[0], lhs, side, rel, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_NEGATIVE:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, 1);
+      if (rel == IR_COND_GT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      GEQ_Handle h = f_and->add_GEQ();
+      h.update_coef(lhs, -1);
+      h.update_coef(e, -1);
+      if (rel == IR_COND_LT)
+        h.update_const(-1);
+    }
+    else if (rel == IR_COND_EQ) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(lhs, 1);
+      h.update_coef(e, 1);
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    exp2formula(ir, r, f_and, freevars, v[0], e, side, IR_COND_EQ, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_OP_MIN:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    F_Exists *f_exists = f_root->add_exists();
+    
+    if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      F_Or *f_or = f_exists->add_and()->add_or();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());
+        F_And *f_and = f_or->add_and();
+        GEQ_Handle h = f_and->add_GEQ();
+        h.update_coef(lhs, 1);
+        h.update_coef(e, -1);
+        if (rel == IR_COND_GT)
+          h.update_const(-1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, true);
+      }
+    }
+    else if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      F_And *f_and = f_exists->add_and();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());        
+        GEQ_Handle h = f_and->add_GEQ();
+        h.update_coef(lhs, -1);
+        h.update_coef(e, 1);
+        if (rel == IR_COND_LT)
+          h.update_const(-1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, true);
+      }
+    }
+    else if (rel == IR_COND_EQ) {
+      F_Or *f_or = f_exists->add_and()->add_or();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());
+        F_And *f_and = f_or->add_and();
+        
+        EQ_Handle h = f_and->add_EQ();
+        h.update_coef(lhs, 1);
+        h.update_coef(e, -1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, false);
+        
+        for (int j = 0; j < v.size(); j++)
+          if (j != i) {
+            Variable_ID e2 = f_exists->declare(tmp_e());
+            GEQ_Handle h2 = f_and->add_GEQ();
+            h2.update_coef(e, -1);
+            h2.update_coef(e2, 1);
+            
+            exp2formula(ir, r, f_and, freevars, v[j], e2, side, IR_COND_EQ, false);
+          }
+      }
+      
+      for (int i = 0; i < v.size(); i++)
+        delete v[i];
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    if (destroy)
+      delete repr;
+  }
+  case IR_OP_MAX:
+  {
+    std::vector<CG_outputRepr *> v = ir->QueryExpOperand(repr);
+    
+    F_Exists *f_exists = f_root->add_exists();
+    
+    if (rel == IR_COND_LE || rel == IR_COND_LT) {
+      F_Or *f_or = f_exists->add_and()->add_or();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());
+        F_And *f_and = f_or->add_and();
+        GEQ_Handle h = f_and->add_GEQ();
+        h.update_coef(lhs, -1);
+        h.update_coef(e, 1);
+        if (rel == IR_COND_LT)
+          h.update_const(-1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, true);
+      }
+    }
+    else if (rel == IR_COND_GE || rel == IR_COND_GT) {
+      F_And *f_and = f_exists->add_and();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());        
+        GEQ_Handle h = f_and->add_GEQ();
+        h.update_coef(lhs, 1);
+        h.update_coef(e, -1);
+        if (rel == IR_COND_GT)
+          h.update_const(-1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, true);
+      }
+    }
+    else if (rel == IR_COND_EQ) {
+      F_Or *f_or = f_exists->add_and()->add_or();
+      for (int i = 0; i < v.size(); i++) {
+        Variable_ID e = f_exists->declare(tmp_e());
+        F_And *f_and = f_or->add_and();
+        
+        EQ_Handle h = f_and->add_EQ();
+        h.update_coef(lhs, 1);
+        h.update_coef(e, -1);
+        
+        exp2formula(ir, r, f_and, freevars, v[i], e, side, IR_COND_EQ, false);
+        
+        for (int j = 0; j < v.size(); j++)
+          if (j != i) {
+            Variable_ID e2 = f_exists->declare(tmp_e());
+            GEQ_Handle h2 = f_and->add_GEQ();
+            h2.update_coef(e, 1);
+            h2.update_coef(e2, -1);
+            
+            exp2formula(ir, r, f_and, freevars, v[j], e2, side, IR_COND_EQ, false);
+          }
+      }
+      
+      for (int i = 0; i < v.size(); i++)
+        delete v[i];
+    }
+    else
+      throw std::invalid_argument("unsupported condition type");
+    
+    if (destroy)
+      delete repr;
+  }
+  case IR_OP_NULL:
+    break;
+  default:
+    throw ir_exp_error("unsupported operand type");
+  }
+}
+
+Relation arrays2relation(IR_Code *ir, std::vector<Free_Var_Decl*> &freevars,
+                         const IR_ArrayRef *ref_src, const Relation &IS_w,
+                         const IR_ArrayRef *ref_dst, const Relation &IS_r) {
+  Relation &IS1 = const_cast<Relation &>(IS_w);
+  Relation &IS2 = const_cast<Relation &>(IS_r);
+  
+  Relation r(IS1.n_set(), IS2.n_set());
+  
+  for (int i = 1; i <= IS1.n_set(); i++)
+    r.name_input_var(i, IS1.set_var(i)->name());
+  
+  for (int i = 1; i <= IS2.n_set(); i++)
+    r.name_output_var(i, IS2.set_var(i)->name()+"'");
+  
+  IR_Symbol *sym_src = ref_src->symbol();
+  IR_Symbol *sym_dst = ref_dst->symbol();
+  if (*sym_src != *sym_dst) {
+    r.add_or(); // False Relation
+    delete sym_src;
+    delete sym_dst;
+    return r;
+  }
+  else {
+    delete sym_src;
+    delete sym_dst;
+  }
+  
+  F_And *f_root = r.add_and();
+  
+  for (int i = 0; i < ref_src->n_dim(); i++) {
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e1 = f_exists->declare(tmp_e());
+    Variable_ID e2 = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    
+    CG_outputRepr *repr_src = ref_src->index(i);
+    CG_outputRepr *repr_dst = ref_dst->index(i);
+    
+    bool has_complex_formula = false;
+    try {
+      exp2formula(ir, r, f_and, freevars, repr_src, e1, 'w', IR_COND_EQ, false);
+      exp2formula(ir, r, f_and, freevars, repr_dst, e2, 'r', IR_COND_EQ, false);
+    }
+    catch (const ir_exp_error &e) {
+      has_complex_formula = true;
+    }
+    
+    if (!has_complex_formula) {
+      EQ_Handle h = f_and->add_EQ();
+      h.update_coef(e1, 1);
+      h.update_coef(e2, -1);
+    }
+    
+    repr_src->clear();
+    repr_dst->clear();
+    delete repr_src;
+    delete repr_dst;
+  }
+  
+  // add iteration space restriction
+  r = Restrict_Domain(r, copy(IS1));
+  r = Restrict_Range(r, copy(IS2));
+  
+  // reset the output variable names lost in restriction
+  for (int i = 1; i <= IS2.n_set(); i++)
+    r.name_output_var(i, IS2.set_var(i)->name()+"'");
+  
+  return r;
+}
+
+std::pair<std::vector<DependenceVector>, std::vector<DependenceVector> > relation2dependences (const IR_ArrayRef *ref_src, const IR_ArrayRef *ref_dst, const Relation &r) {
+  assert(r.n_inp() == r.n_out());
+  
+  std::vector<DependenceVector> dependences1, dependences2;  
+  std::stack<DependenceLevel> working;
+  working.push(DependenceLevel(r, r.n_inp()));
+  
+  while (!working.empty()) {
+    DependenceLevel dep = working.top();
+    working.pop();
+    
+    // No dependence exists, move on.
+    if (!dep.r.is_satisfiable())
+      continue;
+    
+    if (dep.level == r.n_inp()) {
+      DependenceVector dv;
+      
+      // for loop independent dependence, use lexical order to
+      // determine the correct source and destination
+      if (dep.dir == 0) {
+        if (*ref_src == *ref_dst)
+          continue; // trivial self zero-dependence
+        
+        if (ref_src->is_write()) {
+          if (ref_dst->is_write())
+            dv.type = DEP_W2W;
+          else
+            dv.type = DEP_W2R;
+        }
+        else {
+          if (ref_dst->is_write())
+            dv.type = DEP_R2W;
+          else
+            dv.type = DEP_R2R;
+        }
+        
+      }
+      else if (dep.dir == 1) {
+        if (ref_src->is_write()) {
+          if (ref_dst->is_write())
+            dv.type = DEP_W2W;
+          else
+            dv.type = DEP_W2R;
+        }
+        else {
+          if (ref_dst->is_write())
+            dv.type = DEP_R2W;
+          else
+            dv.type = DEP_R2R;
+        }
+      }
+      else { // dep.dir == -1
+        if (ref_dst->is_write()) {
+          if (ref_src->is_write())
+            dv.type = DEP_W2W;
+          else
+            dv.type = DEP_W2R;
+        }
+        else {
+          if (ref_src->is_write())
+            dv.type = DEP_R2W;
+          else
+            dv.type = DEP_R2R;
+        }
+      }
+      
+      dv.lbounds = dep.lbounds;
+      dv.ubounds = dep.ubounds;
+      dv.sym = ref_src->symbol();
+      
+      if (dep.dir == 0 || dep.dir == 1)
+        dependences1.push_back(dv);
+      else
+        dependences2.push_back(dv);
+    }
+    else {
+      // now work on the next dimension level
+      int level = ++dep.level;
+      
+      coef_t lbound, ubound;
+      Relation delta = Deltas(copy(dep.r));
+      delta.query_variable_bounds(delta.set_var(level), lbound, ubound);
+      
+      if (dep.dir == 0) {
+        if (lbound > 0) {
+          dep.dir = 1;
+          dep.lbounds[level-1] = lbound;
+          dep.ubounds[level-1] = ubound;
+          
+          working.push(dep);
+        }
+        else if (ubound < 0) {
+          dep.dir = -1;
+          dep.lbounds[level-1] = -ubound;
+          dep.ubounds[level-1] = -lbound;
+          
+          working.push(dep);
+        }
+        else {
+          // split the dependence vector into flow- and anti-dependence
+          // for the first non-zero distance, also separate zero distance
+          // at this level.
+          {
+            DependenceLevel dep2 = dep;
+            
+            dep2.lbounds[level-1] =  0;
+            dep2.ubounds[level-1] =  0;
+            
+            F_And *f_root = dep2.r.and_with_and();
+            EQ_Handle h = f_root->add_EQ();
+            h.update_coef(dep2.r.input_var(level), 1);
+            h.update_coef(dep2.r.output_var(level), -1);
+            
+            working.push(dep2);
+          }
+          
+          if (lbound < 0 && *ref_src != *ref_dst) {
+            DependenceLevel dep2 = dep;
+            
+            F_And *f_root = dep2.r.and_with_and();
+            GEQ_Handle h = f_root->add_GEQ();
+            h.update_coef(dep2.r.input_var(level), 1);
+            h.update_coef(dep2.r.output_var(level), -1);
+            h.update_const(-1);
+            
+            // get tighter bounds under new constraints
+            coef_t lbound, ubound;
+            delta = Deltas(copy(dep2.r));
+            delta.query_variable_bounds(delta.set_var(level),
+                                        lbound, ubound);
+            
+            dep2.dir = -1;            
+            dep2.lbounds[level-1] = max(-ubound,static_cast<coef_t>(1)); // use max() to avoid Omega retardness
+            dep2.ubounds[level-1] = -lbound;
+            
+            working.push(dep2);
+          }
+          
+          if (ubound > 0) {
+            DependenceLevel dep2 = dep;
+            
+            F_And *f_root = dep2.r.and_with_and();
+            GEQ_Handle h = f_root->add_GEQ();
+            h.update_coef(dep2.r.input_var(level), -1);
+            h.update_coef(dep2.r.output_var(level), 1);
+            h.update_const(-1);
+            
+            // get tighter bonds under new constraints
+            coef_t lbound, ubound;
+            delta = Deltas(copy(dep2.r));
+            delta.query_variable_bounds(delta.set_var(level),
+                                        lbound, ubound);
+            dep2.dir = 1;
+            dep2.lbounds[level-1] = max(lbound,static_cast<coef_t>(1)); // use max() to avoid Omega retardness
+            dep2.ubounds[level-1] = ubound;
+            
+            working.push(dep2);
+          }
+        }
+      }
+      // now deal with dependence vector with known direction
+      // determined at previous levels
+      else {
+        // For messy bounds, further test to see if the dependence distance
+        // can be reduced to positive/negative.  This is an omega hack.
+        if (lbound == negInfinity && ubound == posInfinity) {
+          {
+            Relation t = dep.r;
+            F_And *f_root = t.and_with_and();
+            GEQ_Handle h = f_root->add_GEQ();
+            h.update_coef(t.input_var(level), 1);
+            h.update_coef(t.output_var(level), -1);
+            h.update_const(-1);
+            
+            if (!t.is_satisfiable()) {
+              lbound = 0;
+            }
+          }
+          {
+            Relation t = dep.r;
+            F_And *f_root = t.and_with_and();
+            GEQ_Handle h = f_root->add_GEQ();
+            h.update_coef(t.input_var(level), -1);
+            h.update_coef(t.output_var(level), 1);
+            h.update_const(-1);
+            
+            if (!t.is_satisfiable()) {
+              ubound = 0;
+            }
+          }
+        }
+        
+        // Same thing as above, test to see if zero dependence
+        // distance possible.
+        if (lbound == 0 || ubound == 0) {
+          Relation t = dep.r;
+          F_And *f_root = t.and_with_and();
+          EQ_Handle h = f_root->add_EQ();
+          h.update_coef(t.input_var(level), 1);
+          h.update_coef(t.output_var(level), -1);
+          
+          if (!t.is_satisfiable()) {
+            if (lbound == 0)
+              lbound = 1;
+            if (ubound == 0)
+              ubound = -1;
+          }
+        }
+        
+        if (dep.dir == -1) {
+          dep.lbounds[level-1] = -ubound;
+          dep.ubounds[level-1] = -lbound;
+        }
+        else { // dep.dir == 1
+          dep.lbounds[level-1] = lbound;
+          dep.ubounds[level-1] = ubound;
+        }
+        
+        working.push(dep);
+      }
+    }
+  }
+  
+  return std::make_pair(dependences1, dependences2);
+}
+
+void exp2constraint(IR_Code *ir, Relation &r, F_And *f_root,
+                    std::vector<Free_Var_Decl *> &freevars,
+                    CG_outputRepr *repr, bool destroy) {
+  IR_CONDITION_TYPE cond = ir->QueryBooleanExpOperation(repr);
+  switch (cond) {
+  case IR_COND_LT:
+  case IR_COND_LE:
+  case IR_COND_EQ:
+  case IR_COND_GT:
+  case IR_COND_GE: {
+    F_Exists *f_exist = f_root->add_exists();
+    Variable_ID e = f_exist->declare();
+    F_And *f_and = f_exist->add_and();
+    std::vector<omega::CG_outputRepr *> op = ir->QueryExpOperand(repr);
+    exp2formula(ir, r, f_and, freevars, op[0], e, 's', IR_COND_EQ, true);
+    exp2formula(ir, r, f_and, freevars, op[1], e, 's', cond, true);
+    if (destroy)
+      delete repr;
+    break;
+  }
+  case IR_COND_NE: {
+    F_Exists *f_exist = f_root->add_exists();
+    Variable_ID e = f_exist->declare();
+    F_Or *f_or = f_exist->add_or();
+    F_And *f_and = f_or->add_and();
+    std::vector<omega::CG_outputRepr *> op = ir->QueryExpOperand(repr);
+    exp2formula(ir, r, f_and, freevars, op[0], e, 's', IR_COND_EQ, false);
+    exp2formula(ir, r, f_and, freevars, op[1], e, 's', IR_COND_GT, false);
+    
+    f_and = f_or->add_and();
+    exp2formula(ir, r, f_and, freevars, op[0], e, 's', IR_COND_EQ, true);
+    exp2formula(ir, r, f_and, freevars, op[1], e, 's', IR_COND_LT, true);
+    
+    if (destroy)
+      delete repr;
+    break;
+  }    
+  default:
+    throw ir_exp_error("unrecognized conditional expression");
+  }
+}
+
+bool is_single_loop_iteration(const Relation &r, int level, const Relation &known) {
+  int n = r.n_set();
+  Relation r1 = Intersection(copy(r), Extend_Set(copy(known), n-known.n_set()));
+  
+  Relation mapping(n, n);
+  F_And *f_root = mapping.add_and();
+  for (int i = 1; i <= level; i++) {
+    EQ_Handle h = f_root->add_EQ();
+    h.update_coef(mapping.input_var(i), 1);
+    h.update_coef(mapping.output_var(i), -1);
+  }
+  r1 = Range(Restrict_Domain(mapping, r1));
+  r1.simplify();
+  
+  Variable_ID v = r1.set_var(level);
+  for (DNF_Iterator di(r1.query_DNF()); di; di++) {
+    bool is_single = false;
+    for (EQ_Iterator ei((*di)->EQs()); ei; ei++)
+      if ((*ei).get_coef(v) != 0 && !(*ei).has_wildcards()) {
+        is_single = true;
+        break;
+      }
+    
+    if (!is_single)
+      return false;
+  }
+  
+  return true;
+}
+
+
+bool is_single_iteration(const Relation &r, int dim) {
+  assert(r.is_set());
+  const int n = r.n_set();
+  
+  if (dim >= n)
+    return true;
+  
+  Relation bound = get_loop_bound(r, dim);
+  
+  for (DNF_Iterator di(bound.query_DNF()); di; di++) {
+    bool is_single = false;
+    for (EQ_Iterator ei((*di)->EQs()); ei; ei++)
+      if (!(*ei).has_wildcards()) {
+        is_single = true;
+        break;
+      }
+    
+    if (!is_single)
+      return false;
+  }
+  
+  return true;
+}
+
+void assign_const(Relation &r, int dim, int val) {
+  const int n = r.n_out();
+  
+  Relation mapping(n, n);
+  F_And *f_root = mapping.add_and();
+  
+  for (int i = 1; i <= n; i++) {
+    if (i != dim+1) {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(mapping.output_var(i), 1);
+      h.update_coef(mapping.input_var(i), -1);
+    }
+    else {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(mapping.output_var(i), 1);
+      h.update_const(-val);
+    }
+  }
+  
+  r = Composition(mapping, r);
+}
+
+
+int get_const(const Relation &r, int dim, Var_Kind type) {
+  Relation &rr = const_cast<Relation &>(r);
+  
+  Variable_ID v;
+  switch (type) {
+  case Input_Var:
+    v = rr.input_var(dim+1);
+    break;
+  case Output_Var:
+    v = rr.output_var(dim+1);
+    break;
+  default:
+    throw std::invalid_argument("unsupported variable type");
+  }
+  
+  for (DNF_Iterator di(rr.query_DNF()); di; di++)
+    for (EQ_Iterator ei = (*di)->EQs(); ei; ei++)
+      if ((*ei).is_const(v))
+        return (*ei).get_const();
+  
+  throw std::runtime_error("cannot get variable's constant value");
+}
+
+Relation get_loop_bound(const Relation &r, int dim) {
+  assert(r.is_set());
+  const int n = r.n_set();
+  
+  Relation mapping(n,n);
+  F_And *f_root = mapping.add_and();
+  for (int i = 1; i <= dim+1; i++) {
+    EQ_Handle h = f_root->add_EQ();
+    h.update_coef(mapping.input_var(i), 1);
+    h.update_coef(mapping.output_var(i), -1);
+  }
+  Relation r1 = Range(Restrict_Domain(mapping, copy(r)));
+  for (int i = 1; i <= n; i++)
+    r1.name_set_var(i, const_cast<Relation &>(r).set_var(i)->name());
+  r1.setup_names();
+  Relation r2 = Project(copy(r1), dim+1, Set_Var);
+  
+  return Gist(r1, r2, 1);
+}
+
+Relation get_loop_bound(const Relation &r, int level, const Relation &known) {
+  int n = r.n_set();
+  Relation r1 = Intersection(copy(r), Extend_Set(copy(known), n-known.n_set()));
+  
+  Relation mapping(n, n);
+  F_And *f_root = mapping.add_and();
+  for (int i = 1; i <= level; i++) {
+    EQ_Handle h = f_root->add_EQ();
+    h.update_coef(mapping.input_var(i), 1);
+    h.update_coef(mapping.output_var(i), -1);
+  }
+  r1 = Range(Restrict_Domain(mapping, r1));
+  Relation r2 = Project(copy(r1), level, Set_Var);
+  r1 = Gist(r1, r2, 1);
+  
+  for (int i = 1; i <= n; i++)
+    r1.name_set_var(i, const_cast<Relation &>(r).set_var(i)->name());
+  r1.setup_names();
+  
+  return r1;
+}
+
+
+
+Relation get_max_loop_bound(const std::vector<Relation> &r, int dim) {
+  if (r.size() == 0)
+    return Relation::Null();
+  
+  const int n = r[0].n_set();
+  Relation res(Relation::False(n));
+  for (int i = 0; i < r.size(); i++) {
+    Relation &t = const_cast<Relation &>(r[i]);
+    if (t.is_satisfiable())
+      res = Union(get_loop_bound(t, dim), res);
+  }
+  
+  res.simplify();
+  
+  return res;
+}
+
+Relation get_min_loop_bound(const std::vector<Relation> &r, int dim) {
+  if (r.size() == 0)
+    return Relation::Null();
+  
+  const int n = r[0].n_set();
+  Relation res(Relation::True(n));
+  for (int i = 0; i < r.size(); i++) {
+    Relation &t = const_cast<Relation &>(r[i]);
+    if (t.is_satisfiable())
+      res = Intersection(get_loop_bound(t, dim), res);
+  }
+  
+  res.simplify();
+  
+  return res;
+}
+
+void add_loop_stride(Relation &r, const Relation &bound_, int dim, int stride) {
+  F_And *f_root = r.and_with_and();
+  Relation &bound = const_cast<Relation &>(bound_);
+  for (DNF_Iterator di(bound.query_DNF()); di; di++) {
+    F_Exists *f_exists = f_root->add_exists();
+    Variable_ID e1 = f_exists->declare(tmp_e());
+    Variable_ID e2 = f_exists->declare(tmp_e());
+    F_And *f_and = f_exists->add_and();
+    EQ_Handle stride_eq = f_and->add_EQ();
+    stride_eq.update_coef(e1, 1);
+    stride_eq.update_coef(e2, stride);
+    if (!r.is_set())
+      stride_eq.update_coef(r.output_var(dim+1), -1);
+    else
+      stride_eq.update_coef(r.set_var(dim+1), -1);
+    F_Or *f_or = f_and->add_or();
+    
+    for (GEQ_Iterator gi = (*di)->GEQs(); gi; gi++) {
+      if ((*gi).get_coef(bound.set_var(dim+1)) > 0) {
+        // copy the lower bound constraint
+        EQ_Handle h1 = f_or->add_and()->add_EQ();
+        GEQ_Handle h2 = f_and->add_GEQ();
+        for (Constr_Vars_Iter ci(*gi); ci; ci++) {
+          switch ((*ci).var->kind()) {
+            // case Set_Var:
+          case Input_Var: {
+            int pos = (*ci).var->get_position();
+            if (pos == dim + 1) {
+              h1.update_coef(e1, (*ci).coef);
+              h2.update_coef(e1, (*ci).coef);
+            }
+            else {
+              if (!r.is_set()) {
+                h1.update_coef(r.output_var(pos), (*ci).coef);
+                h2.update_coef(r.output_var(pos), (*ci).coef);
+              }
+              else {
+                h1.update_coef(r.set_var(pos), (*ci).coef);
+                h2.update_coef(r.set_var(pos), (*ci).coef);
+              }                
+            }
+            break;
+          }
+          case Global_Var: {
+            Global_Var_ID g = (*ci).var->get_global_var();
+            h1.update_coef(r.get_local(g, (*ci).var->function_of()), (*ci).coef);
+            h2.update_coef(r.get_local(g, (*ci).var->function_of()), (*ci).coef);
+            break;
+          }
+          default:
+            break;
+          }
+        }
+        h1.update_const((*gi).get_const());
+        h2.update_const((*gi).get_const());
+      }
+    }
+  }
+}
+
+
+bool is_inner_loop_depend_on_level(const Relation &r, int level, const Relation &known) {
+  Relation r1 = Intersection(copy(r), Extend_Set(copy(known), r.n_set()-known.n_set()));
+  Relation r2 = copy(r1);
+  for (int i = level+1; i <= r2.n_set(); i++)
+    r2 = Project(r2, r2.set_var(i));
+  r2.simplify(2, 4);
+  Relation r3 = Gist(r1, r2);
+  
+  Variable_ID v = r3.set_var(level);
+  for (DNF_Iterator di(r3.query_DNF()); di; di++) {
+    for (EQ_Iterator ei = (*di)->EQs(); ei; ei++)
+      if ((*ei).get_coef(v) != 0)
+        return true;
+    
+    for (GEQ_Iterator gi = (*di)->GEQs(); gi; gi++)
+      if ((*gi).get_coef(v) != 0)
+        return true;
+  }
+  
+  return false;
+}
+
+Relation adjust_loop_bound(const Relation &r, int level, int adjustment) {
+  if (adjustment == 0)
+    return copy(r);
+  
+  const int n = r.n_set();
+  Relation r1 = copy(r);
+  for (int i = level+1; i <= r1.n_set(); i++)
+    r1 = Project(r1, r1.set_var(i));
+  r1.simplify(2, 4);
+  Relation r2 = Gist(copy(r), copy(r1));
+  
+  Relation mapping(n, n);
+  F_And *f_root = mapping.add_and();
+  for (int i = 1; i <= n; i++)
+    if (i == level) {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(mapping.input_var(level), -1);
+      h.update_coef(mapping.output_var(level), 1);
+      h.update_const(static_cast<coef_t>(adjustment));
+    }
+    else {
+      EQ_Handle h = f_root->add_EQ();
+      h.update_coef(mapping.input_var(i), -1);
+      h.update_coef(mapping.output_var(i), 1);
+    }
+  
+  r2 = Range(Restrict_Domain(mapping, r2));
+  r1 = Intersection(r1, r2);
+  r1.simplify();
+  
+  for (int i = 1; i <= n; i++)
+    r1.name_set_var(i, const_cast<Relation &>(r).set_var(i)->name());
+  r1.setup_names();
+  return r1;
+}
+
+Relation permute_relation(const std::vector<int> &pi) {
+  const int n = pi.size();
+  
+  Relation r(n, n);
+  F_And *f_root = r.add_and();
+  
+  for (int i = 0; i < n; i++) {    
+    EQ_Handle h = f_root->add_EQ();
+    h.update_coef(r.output_var(i+1), 1);
+    h.update_coef(r.input_var(pi[i]+1), -1);
+  }
+  
+  return r;
+}
+
+Variable_ID find_index(Relation &r, const std::string &s, char side) {
+  // Omega quirks: assure the names are propagated inside the relation
+  r.setup_names();
+  
+  if (r.is_set()) { // side == 's'
+    for (int i = 1; i <= r.n_set(); i++) {
+      std::string ss = r.set_var(i)->name();
+      if (s == ss) {
+        return r.set_var(i);
+      }
+    }
+  }
+  else if (side == 'w') {
+    for (int i = 1; i <= r.n_inp(); i++) {
+      std::string ss = r.input_var(i)->name();
+      if (s == ss) {
+        return r.input_var(i);
+      }
+    }
+  }
+  else { // side == 'r'
+    for (int i = 1; i <= r.n_out(); i++) {
+      std::string ss = r.output_var(i)->name();
+      if (s+"'" == ss) {
+        return r.output_var(i);
+      }
+    }
+  }
+  
+  return NULL;
+}
+